run_metadata
35 rows where devstage_curation = "Larval" and tissue_curation = "Endothelium"
This data as json, CSV (advanced)
| Link | rowid ▼ | run.accession | experiment.accession | sample.accession | study.accession | bioproject | study.title | study.alias | study.type | study.abstract | study.attributes | study.PMIDs | sample.description | sample.title | sample.alias | sample.centername | sample.attributes | GEOsample.title | GEOsample.dataprocessing | GEOsample.source | GEOsample.treatmentprotocol | GEOsample.extractprotocol | GEOsample.growthprotocol | GEOsample.characteristics | GEOsample.accession | experiment.title | experiment.alias | experiment.library_name | experiment.design_description | experiment.library_construction_protocol | experiment.attributes | experiment.library_strategy | experiment.library_source | experiment.library_selection | experiment.library_layout | experiment.platform | experiment.instrument_model | experiment.spot_descriptor | experiment.study_ref | run.title | run.attributes | run.filename | run.semantic_name | run.total_bases | run.total_spots | run.alias | run.read_lengths | run.base_counts | run.r1_length | run.r2_length | run.r3_length | run.r4_length | run.Acount | run.Ccount | run.Gcount | run.Tcount | run.Ncount | run.experiment | run.pool_member | submission.accession | submission.srasource | submission.bioprojectsource | seqdetective.n_mates | seqdetective.mapping_rate.mate1 | seqdetective.mapping_rate.mate2 | seqdetective.nofeature_rate.mate1 | seqdetective.nofeature_rate.mate2 | seqdetective.sparsity.mate1 | seqdetective.sparsity.mate2 | seqdetective.pos_strand_rate.mate1 | seqdetective.pos_strand_rate.mate2 | seqdetective.readlen.mate1 | seqdetective.readlen.mate2 | seqdetective.judgement.mate1 | seqdetective.judgement.mate2 | seqdetective.judgement.reason | platform_family | instrument_generation | read_bias | selection_class | prep_kit | sc_or_bulk | tech_class | technology | tech_variant | submission.bioprojectsource.country | earliest_date | devstage_curation | devstage_curation_coarse | tissue_curation | tissue_curation_coarse |
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| 40968 | 40968 | SRR3498282 | SRX1756828 | SRS1433359 | SRP074847 | PRJNA321312 | mRNAs Establish and Maintain Uniform Cellular Phenotypes during the Architecture of Complex Tissues | GSE81335 | Transcriptome Analysis | Proper functioning of tissues requires cells to behave in uniform well organized ways. Conversely many diseases involve increased cellular heterogeneity due to genetic and epigenetic alterations. Defining the mechanisms that counteract phenotypic variability is therefore critical to understand how tissues sustain homeostasis. Here we carried out a single cell resolution screen of zebrafish embryonic blood vessels upon mutagenesis of single microRNA miRNA genes and multi gene miRNA families. We found that miRNA mutants exhibit a profound increase in cellular phenotypic variability of specific vascular traits. Genome wide analysis of endothelial miRNA target genes identified antagonistic regulatory nodes of vascular growth and morphogenesis signaling that allow variable cell behaviors when derepressed. Remarkably lack of such miRNA activity greatly sensitized the vascular system to microenvironmental changes induced by pharmacological stress. We uncover a previously unrecognized role of miRNAs as a widespread protective mechanism that limits variability in cellular phenotypes. This discovery marks an important advance in our comprehension of how miRNAs function in the physiology of higher organisms. Overall design: Analysis of differential genes expression in Zebrafish endothelial cells for 4 different developmental stages | parent bioproject:PRJNA321317 | pubmed:28350988;pubmed:33273096 | 6dpf E1 | GSM2150746 | source name:Endothelial cell|developmental stage:6 dpf|tissue:Endothelial|stain:GFP | 6dpf E1 | Illumina Casava1.7 software used for basecalling. Sequenced reads were trimmed for adaptor sequence and masked for low complexity or low quality sequence then mapped to Zv9 whole genome using STAR v2.3.0 Fragments Per Kilobase Of Exon Per Million Fragments Mapped FPKM were calculated using Cufflink software Annotation gtf for Zv9 Genome build: Zv9 Supplementary files format and content: tab delimited text files include FPKM values for each Sample . | Endothelial cell | Transgenic fish were treated with Liberase to dissociate the cells. post FACS sorting the GFP positive RNA was harvested using Trizol reagent. Illumina TruSeq RNA libraries were prepared for sequencing using standard Illumina protocols | Zebrafish embryos were raised according standard protocols at 28˚C and according to protocols approved by Yale University Institutional Animal Care and Use Committee # 2015 11473. | developmental stage:6 dpf|tissue:Endothelial|stain:GFP | GSM2150746 | GSM2150746: 6dpf E1; Danio rerio; RNA Seq | GSM2150746 | 1 | Transgenic fish were treated with Liberase to dissociate the cells. post FACS sorting the GFP positive RNA was harvested using Trizol reagent. Illumina TruSeq RNA libraries were prepared for sequencing using standard Illumina protocols | GEO Accession:GSM2150746 | RNA-Seq | TRANSCRIPTOMIC | cDNA | SINGLE | ILLUMINA | Illumina Genome Analyzer | SRP074847 | EF_036_004_TGACCA_L002_R1.fastq.gz | fastq | 446212036.0 | 5871211.0 | GSM2150746 r1 | 0:76 | A:121356950;C:99664887;G:97289960;T:122019647;N:5880592 | 76 | 121356950 | 99664887 | 97289960 | 122019647 | 5880592 | SRX1756828 | SRS1433359 | SRA424807 | GEO | Internal Medicine, Yale University | 1 | 0.76652 | 0.13082 | 0.73985 | 0.47925 | 76 | B | usable mapping rate | illumina | early_illumina | unknown | small_rna | trueseq | bulk | unknown | unknown | United States | 2016-05-11 | Larval | Larval | Endothelium | Cardiovascular System | |||||||||||||||||
| 40969 | 40969 | SRR3498281 | SRX1756827 | SRS1433358 | SRP074847 | PRJNA321312 | mRNAs Establish and Maintain Uniform Cellular Phenotypes during the Architecture of Complex Tissues | GSE81335 | Transcriptome Analysis | Proper functioning of tissues requires cells to behave in uniform well organized ways. Conversely many diseases involve increased cellular heterogeneity due to genetic and epigenetic alterations. Defining the mechanisms that counteract phenotypic variability is therefore critical to understand how tissues sustain homeostasis. Here we carried out a single cell resolution screen of zebrafish embryonic blood vessels upon mutagenesis of single microRNA miRNA genes and multi gene miRNA families. We found that miRNA mutants exhibit a profound increase in cellular phenotypic variability of specific vascular traits. Genome wide analysis of endothelial miRNA target genes identified antagonistic regulatory nodes of vascular growth and morphogenesis signaling that allow variable cell behaviors when derepressed. Remarkably lack of such miRNA activity greatly sensitized the vascular system to microenvironmental changes induced by pharmacological stress. We uncover a previously unrecognized role of miRNAs as a widespread protective mechanism that limits variability in cellular phenotypes. This discovery marks an important advance in our comprehension of how miRNAs function in the physiology of higher organisms. Overall design: Analysis of differential genes expression in Zebrafish endothelial cells for 4 different developmental stages | parent bioproject:PRJNA321317 | pubmed:28350988;pubmed:33273096 | 72hpf E1 | GSM2150745 | source name:Endothelial cell|developmental stage:72 hpf|tissue:Endothelial|stain:GFP | 72hpf E1 | Illumina Casava1.7 software used for basecalling. Sequenced reads were trimmed for adaptor sequence and masked for low complexity or low quality sequence then mapped to Zv9 whole genome using STAR v2.3.0 Fragments Per Kilobase Of Exon Per Million Fragments Mapped FPKM were calculated using Cufflink software Annotation gtf for Zv9 Genome build: Zv9 Supplementary files format and content: tab delimited text files include FPKM values for each Sample . | Endothelial cell | Transgenic fish were treated with Liberase to dissociate the cells. post FACS sorting the GFP positive RNA was harvested using Trizol reagent. Illumina TruSeq RNA libraries were prepared for sequencing using standard Illumina protocols | Zebrafish embryos were raised according standard protocols at 28˚C and according to protocols approved by Yale University Institutional Animal Care and Use Committee # 2015 11473. | developmental stage:72 hpf|tissue:Endothelial|stain:GFP | GSM2150745 | GSM2150745: 72hpf E1; Danio rerio; RNA Seq | GSM2150745 | 1 | Transgenic fish were treated with Liberase to dissociate the cells. post FACS sorting the GFP positive RNA was harvested using Trizol reagent. Illumina TruSeq RNA libraries were prepared for sequencing using standard Illumina protocols | GEO Accession:GSM2150745 | RNA-Seq | TRANSCRIPTOMIC | cDNA | SINGLE | ILLUMINA | Illumina Genome Analyzer | SRP074847 | EF_035_003_TTAGGC_L002_R1.fastq.gz | fastq | 533039908.0 | 7013683.0 | GSM2150745 r1 | 0:76 | A:141643030;C:119112106;G:118099940;T:147160011;N:7024821 | 76 | 141643030 | 119112106 | 118099940 | 147160011 | 7024821 | SRX1756827 | SRS1433358 | SRA424807 | GEO | Internal Medicine, Yale University | 1 | 0.86605 | 0.1329 | 0.72253 | 0.49856 | 76 | B | usable mapping rate | illumina | early_illumina | unknown | small_rna | trueseq | bulk | unknown | unknown | United States | 2016-05-11 | Larval | Larval | Endothelium | Cardiovascular System | |||||||||||||||||
| 40972 | 40972 | SRR3498294 | SRX1756840 | SRS1433371 | SRP074848 | PRJNA321321 | microRNAs Establish and Maintain Uniform Cellular Phenotypes during the Architecture of Complex Tissues | GSE81340 | Transcriptome Analysis | Proper functioning of tissues requires cells to behave in uniform well organized ways. Conversely many diseases involve increased cellular heterogeneity due to genetic and epigenetic alterations. Defining the mechanisms that counteract phenotypic variability is therefore critical to understand how tissues sustain homeostasis. Here we carried out a single cell resolution screen of zebrafish embryonic blood vessels upon mutagenesis of single microRNA miRNA genes and multi gene miRNA families. We found that miRNA mutants exhibit a profound increase in cellular phenotypic variability of specific vascular traits. Genome wide analysis of endothelial miRNA target genes identified antagonistic regulatory nodes of vascular growth and morphogenesis signaling that allow variable cell behaviors when derepressed. Remarkably lack of such miRNA activity greatly sensitized the vascular system to microenvironmental changes induced by pharmacological stress. We uncover a previously unrecognized role of miRNAs as a widespread protective mechanism that limits variability in cellular phenotypes. This discovery marks an important advance in our comprehension of how miRNAs function in the physiology of higher organisms. Overall design: Analysis of differential genes expression in Zebrafish endothelial cells for 4 different developmental stages in duplicate | parent bioproject:PRJNA321317 | pubmed:28350988;pubmed:33273096 | NoEndo 72hpf E2 | GSM2150819 | source name:Endothelial cell|developmental stage:72hpf|tissue:Endothelial|stain:GFP | NoEndo 72hpf E2 | Illumina Casava1.7 software used for basecalling. Sequenced reads were trimmed for adaptor sequence and masked for low complexity or low quality sequence then mapped to Zv9 whole genome using STAR v2.3.0 Fragments Per Kilobase Of Exon Per Million Fragments Mapped FPKM were calculated using Cufflink software Annotation gtf for Zv9 Genome build: Zv9 Supplementary files format and content: tab delimited text files include RPKM values for each Sample ... | Endothelial cell | Transgenic fish were treated with Liberase to disociate the cells. post FACS sorting the GFP positive cells were lisate and RNA was harvested using Trizol reagent. Illumina TruSeq RNA libraries were prepared for sequencing using standard Illumina protocols | Zebrafish embryos were raised according standard protocols at 28˚C and according to protocols approved by Yale University Institutional Animal Care and Use Committee # 2015 11473. | developmental stage:72hpf|tissue:Endothelial|stain:GFP | GSM2150819 | GSM2150819: NoEndo 72hpf E2; Danio rerio; miRNA Seq | GSM2150819 | 1 | Transgenic fish were treated with Liberase to disociate the cells. post FACS sorting the GFP positive cells were lisate and RNA was harvested using Trizol reagent. Illumina TruSeq RNA libraries were prepared for sequencing using standard Illumina protocols | GEO Accession:GSM2150819 | miRNA-Seq | TRANSCRIPTOMIC | size fractionation | SINGLE | ILLUMINA | Illumina Genome Analyzer | SRP074848 | NoEndo_72hpf_E2.fastq.gz | fastq | 797509876.0 | 10493551.0 | GSM2150819 r1 | 0:76 | A:182564842;C:199547592;G:199064466;T:216287390;N:45586 | 76 | 182564842 | 199547592 | 199064466 | 216287390 | 45586 | SRX1756840 | SRS1433371 | SRA424808 | GEO | Internal Medicine, Yale University | 1 | 1e-05 | 0.0 | 1.0 | 76 | T | under 1.2% mapping rate | illumina | early_illumina | unknown | size_fractionation | trueseq | bulk | unknown | unknown | United States | 2016-05-11 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||||||||
| 40973 | 40973 | SRR3498293 | SRX1756839 | SRS1433370 | SRP074848 | PRJNA321321 | microRNAs Establish and Maintain Uniform Cellular Phenotypes during the Architecture of Complex Tissues | GSE81340 | Transcriptome Analysis | Proper functioning of tissues requires cells to behave in uniform well organized ways. Conversely many diseases involve increased cellular heterogeneity due to genetic and epigenetic alterations. Defining the mechanisms that counteract phenotypic variability is therefore critical to understand how tissues sustain homeostasis. Here we carried out a single cell resolution screen of zebrafish embryonic blood vessels upon mutagenesis of single microRNA miRNA genes and multi gene miRNA families. We found that miRNA mutants exhibit a profound increase in cellular phenotypic variability of specific vascular traits. Genome wide analysis of endothelial miRNA target genes identified antagonistic regulatory nodes of vascular growth and morphogenesis signaling that allow variable cell behaviors when derepressed. Remarkably lack of such miRNA activity greatly sensitized the vascular system to microenvironmental changes induced by pharmacological stress. We uncover a previously unrecognized role of miRNAs as a widespread protective mechanism that limits variability in cellular phenotypes. This discovery marks an important advance in our comprehension of how miRNAs function in the physiology of higher organisms. Overall design: Analysis of differential genes expression in Zebrafish endothelial cells for 4 different developmental stages in duplicate | parent bioproject:PRJNA321317 | pubmed:28350988;pubmed:33273096 | NoEndo 72hpf E1 | GSM2150818 | source name:Endothelial cell|developmental stage:72hpf|tissue:Endothelial|stain:GFP | NoEndo 72hpf E1 | Illumina Casava1.7 software used for basecalling. Sequenced reads were trimmed for adaptor sequence and masked for low complexity or low quality sequence then mapped to Zv9 whole genome using STAR v2.3.0 Fragments Per Kilobase Of Exon Per Million Fragments Mapped FPKM were calculated using Cufflink software Annotation gtf for Zv9 Genome build: Zv9 Supplementary files format and content: tab delimited text files include RPKM values for each Sample ... | Endothelial cell | Transgenic fish were treated with Liberase to disociate the cells. post FACS sorting the GFP positive cells were lisate and RNA was harvested using Trizol reagent. Illumina TruSeq RNA libraries were prepared for sequencing using standard Illumina protocols | Zebrafish embryos were raised according standard protocols at 28˚C and according to protocols approved by Yale University Institutional Animal Care and Use Committee # 2015 11473. | developmental stage:72hpf|tissue:Endothelial|stain:GFP | GSM2150818 | GSM2150818: NoEndo 72hpf E1; Danio rerio; miRNA Seq | GSM2150818 | 1 | Transgenic fish were treated with Liberase to disociate the cells. post FACS sorting the GFP positive cells were lisate and RNA was harvested using Trizol reagent. Illumina TruSeq RNA libraries were prepared for sequencing using standard Illumina protocols | GEO Accession:GSM2150818 | miRNA-Seq | TRANSCRIPTOMIC | size fractionation | SINGLE | ILLUMINA | Illumina Genome Analyzer | SRP074848 | NoEndo_72hpf_E1.fastq.gz | fastq | 1864172232.0 | 24528582.0 | GSM2150818 r1 | 0:76 | A:426671762;C:469538477;G:458132395;T:509711525;N:118073 | 76 | 426671762 | 469538477 | 458132395 | 509711525 | 118073 | SRX1756839 | SRS1433370 | SRA424808 | GEO | Internal Medicine, Yale University | 1 | 0.0 | 0.0 | 1.0 | 76 | T | under 1.2% mapping rate | illumina | early_illumina | unknown | size_fractionation | trueseq | bulk | unknown | unknown | United States | 2016-05-11 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||||||||
| 40974 | 40974 | SRR3498292 | SRX1756838 | SRS1433369 | SRP074848 | PRJNA321321 | microRNAs Establish and Maintain Uniform Cellular Phenotypes during the Architecture of Complex Tissues | GSE81340 | Transcriptome Analysis | Proper functioning of tissues requires cells to behave in uniform well organized ways. Conversely many diseases involve increased cellular heterogeneity due to genetic and epigenetic alterations. Defining the mechanisms that counteract phenotypic variability is therefore critical to understand how tissues sustain homeostasis. Here we carried out a single cell resolution screen of zebrafish embryonic blood vessels upon mutagenesis of single microRNA miRNA genes and multi gene miRNA families. We found that miRNA mutants exhibit a profound increase in cellular phenotypic variability of specific vascular traits. Genome wide analysis of endothelial miRNA target genes identified antagonistic regulatory nodes of vascular growth and morphogenesis signaling that allow variable cell behaviors when derepressed. Remarkably lack of such miRNA activity greatly sensitized the vascular system to microenvironmental changes induced by pharmacological stress. We uncover a previously unrecognized role of miRNAs as a widespread protective mechanism that limits variability in cellular phenotypes. This discovery marks an important advance in our comprehension of how miRNAs function in the physiology of higher organisms. Overall design: Analysis of differential genes expression in Zebrafish endothelial cells for 4 different developmental stages in duplicate | parent bioproject:PRJNA321317 | pubmed:28350988;pubmed:33273096 | NoEndo 6dpf E1 | GSM2150817 | source name:Endothelial cell|developmental stage:6dpf|tissue:Endothelial|stain:GFP | NoEndo 6dpf E1 | Illumina Casava1.7 software used for basecalling. Sequenced reads were trimmed for adaptor sequence and masked for low complexity or low quality sequence then mapped to Zv9 whole genome using STAR v2.3.0 Fragments Per Kilobase Of Exon Per Million Fragments Mapped FPKM were calculated using Cufflink software Annotation gtf for Zv9 Genome build: Zv9 Supplementary files format and content: tab delimited text files include RPKM values for each Sample ... | Endothelial cell | Transgenic fish were treated with Liberase to disociate the cells. post FACS sorting the GFP positive cells were lisate and RNA was harvested using Trizol reagent. Illumina TruSeq RNA libraries were prepared for sequencing using standard Illumina protocols | Zebrafish embryos were raised according standard protocols at 28˚C and according to protocols approved by Yale University Institutional Animal Care and Use Committee # 2015 11473. | developmental stage:6dpf|tissue:Endothelial|stain:GFP | GSM2150817 | GSM2150817: NoEndo 6dpf E1; Danio rerio; miRNA Seq | GSM2150817 | 1 | Transgenic fish were treated with Liberase to disociate the cells. post FACS sorting the GFP positive cells were lisate and RNA was harvested using Trizol reagent. Illumina TruSeq RNA libraries were prepared for sequencing using standard Illumina protocols | GEO Accession:GSM2150817 | miRNA-Seq | TRANSCRIPTOMIC | size fractionation | SINGLE | ILLUMINA | Illumina Genome Analyzer | SRP074848 | NoEndo_6dpf_E1.fastq.gz | fastq | 1414849364.0 | 18616439.0 | GSM2150817 r1 | 0:76 | A:315250036;C:366906308;G:364673112;T:367938758;N:81150 | 76 | 315250036 | 366906308 | 364673112 | 367938758 | 81150 | SRX1756838 | SRS1433369 | SRA424808 | GEO | Internal Medicine, Yale University | 1 | 1e-05 | 0.0 | 1.0 | 76 | T | under 1.2% mapping rate | illumina | early_illumina | unknown | size_fractionation | trueseq | bulk | unknown | unknown | United States | 2016-05-11 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||||||||
| 40978 | 40978 | SRR3498288 | SRX1756834 | SRS1433365 | SRP074848 | PRJNA321321 | microRNAs Establish and Maintain Uniform Cellular Phenotypes during the Architecture of Complex Tissues | GSE81340 | Transcriptome Analysis | Proper functioning of tissues requires cells to behave in uniform well organized ways. Conversely many diseases involve increased cellular heterogeneity due to genetic and epigenetic alterations. Defining the mechanisms that counteract phenotypic variability is therefore critical to understand how tissues sustain homeostasis. Here we carried out a single cell resolution screen of zebrafish embryonic blood vessels upon mutagenesis of single microRNA miRNA genes and multi gene miRNA families. We found that miRNA mutants exhibit a profound increase in cellular phenotypic variability of specific vascular traits. Genome wide analysis of endothelial miRNA target genes identified antagonistic regulatory nodes of vascular growth and morphogenesis signaling that allow variable cell behaviors when derepressed. Remarkably lack of such miRNA activity greatly sensitized the vascular system to microenvironmental changes induced by pharmacological stress. We uncover a previously unrecognized role of miRNAs as a widespread protective mechanism that limits variability in cellular phenotypes. This discovery marks an important advance in our comprehension of how miRNAs function in the physiology of higher organisms. Overall design: Analysis of differential genes expression in Zebrafish endothelial cells for 4 different developmental stages in duplicate | parent bioproject:PRJNA321317 | pubmed:28350988;pubmed:33273096 | Endo 72hpf E2 | GSM2150813 | source name:Endothelial cell|developmental stage:72hpf|tissue:Endothelial|stain:GFP | Endo 72hpf E2 | Illumina Casava1.7 software used for basecalling. Sequenced reads were trimmed for adaptor sequence and masked for low complexity or low quality sequence then mapped to Zv9 whole genome using STAR v2.3.0 Fragments Per Kilobase Of Exon Per Million Fragments Mapped FPKM were calculated using Cufflink software Annotation gtf for Zv9 Genome build: Zv9 Supplementary files format and content: tab delimited text files include RPKM values for each Sample ... | Endothelial cell | Transgenic fish were treated with Liberase to disociate the cells. post FACS sorting the GFP positive cells were lisate and RNA was harvested using Trizol reagent. Illumina TruSeq RNA libraries were prepared for sequencing using standard Illumina protocols | Zebrafish embryos were raised according standard protocols at 28˚C and according to protocols approved by Yale University Institutional Animal Care and Use Committee # 2015 11473. | developmental stage:72hpf|tissue:Endothelial|stain:GFP | GSM2150813 | GSM2150813: Endo 72hpf E2; Danio rerio; miRNA Seq | GSM2150813 | 1 | Transgenic fish were treated with Liberase to disociate the cells. post FACS sorting the GFP positive cells were lisate and RNA was harvested using Trizol reagent. Illumina TruSeq RNA libraries were prepared for sequencing using standard Illumina protocols | GEO Accession:GSM2150813 | miRNA-Seq | TRANSCRIPTOMIC | size fractionation | SINGLE | ILLUMINA | Illumina Genome Analyzer | SRP074848 | Endo_72hpf_E2.fastq.gz | fastq | 438128980.0 | 5764855.0 | GSM2150813 r1 | 0:76 | A:101851745;C:114159902;G:115733669;T:106360221;N:23443 | 76 | 101851745 | 114159902 | 115733669 | 106360221 | 23443 | SRX1756834 | SRS1433365 | SRA424808 | GEO | Internal Medicine, Yale University | 1 | 2e-05 | 1e-05 | 1.0 | 76 | T | under 1.2% mapping rate | illumina | early_illumina | unknown | size_fractionation | trueseq | bulk | unknown | unknown | United States | 2016-05-11 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||||||||
| 40979 | 40979 | SRR3498287 | SRX1756833 | SRS1433364 | SRP074848 | PRJNA321321 | microRNAs Establish and Maintain Uniform Cellular Phenotypes during the Architecture of Complex Tissues | GSE81340 | Transcriptome Analysis | Proper functioning of tissues requires cells to behave in uniform well organized ways. Conversely many diseases involve increased cellular heterogeneity due to genetic and epigenetic alterations. Defining the mechanisms that counteract phenotypic variability is therefore critical to understand how tissues sustain homeostasis. Here we carried out a single cell resolution screen of zebrafish embryonic blood vessels upon mutagenesis of single microRNA miRNA genes and multi gene miRNA families. We found that miRNA mutants exhibit a profound increase in cellular phenotypic variability of specific vascular traits. Genome wide analysis of endothelial miRNA target genes identified antagonistic regulatory nodes of vascular growth and morphogenesis signaling that allow variable cell behaviors when derepressed. Remarkably lack of such miRNA activity greatly sensitized the vascular system to microenvironmental changes induced by pharmacological stress. We uncover a previously unrecognized role of miRNAs as a widespread protective mechanism that limits variability in cellular phenotypes. This discovery marks an important advance in our comprehension of how miRNAs function in the physiology of higher organisms. Overall design: Analysis of differential genes expression in Zebrafish endothelial cells for 4 different developmental stages in duplicate | parent bioproject:PRJNA321317 | pubmed:28350988;pubmed:33273096 | Endo 72hpf E1 | GSM2150812 | source name:Endothelial cell|developmental stage:72hpf|tissue:Endothelial|stain:GFP | Endo 72hpf E1 | Illumina Casava1.7 software used for basecalling. Sequenced reads were trimmed for adaptor sequence and masked for low complexity or low quality sequence then mapped to Zv9 whole genome using STAR v2.3.0 Fragments Per Kilobase Of Exon Per Million Fragments Mapped FPKM were calculated using Cufflink software Annotation gtf for Zv9 Genome build: Zv9 Supplementary files format and content: tab delimited text files include RPKM values for each Sample ... | Endothelial cell | Transgenic fish were treated with Liberase to disociate the cells. post FACS sorting the GFP positive cells were lisate and RNA was harvested using Trizol reagent. Illumina TruSeq RNA libraries were prepared for sequencing using standard Illumina protocols | Zebrafish embryos were raised according standard protocols at 28˚C and according to protocols approved by Yale University Institutional Animal Care and Use Committee # 2015 11473. | developmental stage:72hpf|tissue:Endothelial|stain:GFP | GSM2150812 | GSM2150812: Endo 72hpf E1; Danio rerio; miRNA Seq | GSM2150812 | 1 | Transgenic fish were treated with Liberase to disociate the cells. post FACS sorting the GFP positive cells were lisate and RNA was harvested using Trizol reagent. Illumina TruSeq RNA libraries were prepared for sequencing using standard Illumina protocols | GEO Accession:GSM2150812 | miRNA-Seq | TRANSCRIPTOMIC | size fractionation | SINGLE | ILLUMINA | Illumina Genome Analyzer | SRP074848 | Endo_72hpf_E1.fastq.gz | fastq | 1267915068.0 | 16683093.0 | GSM2150812 r1 | 0:76 | A:321606522;C:310505837;G:323829249;T:311892892;N:80568 | 76 | 321606522 | 310505837 | 323829249 | 311892892 | 80568 | SRX1756833 | SRS1433364 | SRA424808 | GEO | Internal Medicine, Yale University | 1 | 0.0 | 0.0 | 1.0 | 76 | T | under 1.2% mapping rate | illumina | early_illumina | unknown | size_fractionation | trueseq | bulk | unknown | unknown | United States | 2016-05-11 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||||||||
| 40980 | 40980 | SRR3498286 | SRX1756832 | SRS1433363 | SRP074848 | PRJNA321321 | microRNAs Establish and Maintain Uniform Cellular Phenotypes during the Architecture of Complex Tissues | GSE81340 | Transcriptome Analysis | Proper functioning of tissues requires cells to behave in uniform well organized ways. Conversely many diseases involve increased cellular heterogeneity due to genetic and epigenetic alterations. Defining the mechanisms that counteract phenotypic variability is therefore critical to understand how tissues sustain homeostasis. Here we carried out a single cell resolution screen of zebrafish embryonic blood vessels upon mutagenesis of single microRNA miRNA genes and multi gene miRNA families. We found that miRNA mutants exhibit a profound increase in cellular phenotypic variability of specific vascular traits. Genome wide analysis of endothelial miRNA target genes identified antagonistic regulatory nodes of vascular growth and morphogenesis signaling that allow variable cell behaviors when derepressed. Remarkably lack of such miRNA activity greatly sensitized the vascular system to microenvironmental changes induced by pharmacological stress. We uncover a previously unrecognized role of miRNAs as a widespread protective mechanism that limits variability in cellular phenotypes. This discovery marks an important advance in our comprehension of how miRNAs function in the physiology of higher organisms. Overall design: Analysis of differential genes expression in Zebrafish endothelial cells for 4 different developmental stages in duplicate | parent bioproject:PRJNA321317 | pubmed:28350988;pubmed:33273096 | Endo 6dpf E1 | GSM2150811 | source name:Endothelial cell|developmental stage:6dpf|tissue:Endothelial|stain:GFP | Endo 6dpf E1 | Illumina Casava1.7 software used for basecalling. Sequenced reads were trimmed for adaptor sequence and masked for low complexity or low quality sequence then mapped to Zv9 whole genome using STAR v2.3.0 Fragments Per Kilobase Of Exon Per Million Fragments Mapped FPKM were calculated using Cufflink software Annotation gtf for Zv9 Genome build: Zv9 Supplementary files format and content: tab delimited text files include RPKM values for each Sample ... | Endothelial cell | Transgenic fish were treated with Liberase to disociate the cells. post FACS sorting the GFP positive cells were lisate and RNA was harvested using Trizol reagent. Illumina TruSeq RNA libraries were prepared for sequencing using standard Illumina protocols | Zebrafish embryos were raised according standard protocols at 28˚C and according to protocols approved by Yale University Institutional Animal Care and Use Committee # 2015 11473. | developmental stage:6dpf|tissue:Endothelial|stain:GFP | GSM2150811 | GSM2150811: Endo 6dpf E1; Danio rerio; miRNA Seq | GSM2150811 | 1 | Transgenic fish were treated with Liberase to disociate the cells. post FACS sorting the GFP positive cells were lisate and RNA was harvested using Trizol reagent. Illumina TruSeq RNA libraries were prepared for sequencing using standard Illumina protocols | GEO Accession:GSM2150811 | miRNA-Seq | TRANSCRIPTOMIC | size fractionation | SINGLE | ILLUMINA | Illumina Genome Analyzer | SRP074848 | Endo_6dpf_E1.fastq.gz | fastq | 890474824.0 | 11716774.0 | GSM2150811 r1 | 0:76 | A:230419087;C:212029155;G:232306960;T:215672618;N:47004 | 76 | 230419087 | 212029155 | 232306960 | 215672618 | 47004 | SRX1756832 | SRS1433363 | SRA424808 | GEO | Internal Medicine, Yale University | 1 | 2e-05 | 1e-05 | 1.0 | 76 | T | under 1.2% mapping rate | illumina | early_illumina | unknown | size_fractionation | trueseq | bulk | unknown | unknown | United States | 2016-05-11 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||||||||
| 49040 | 49040 | SRR7633494 | SRX4497225 | SRS3618225 | SRP155992 | PRJNA483985 | Transcriptomic analysis of isolated zebrafish podocytes and endothelial cells exposed to human APOL1 mRNA | GSE118000 | Transcriptome Analysis | We injected zebrafish embryos with human APOL1 mRNA dissociated embryos at xxx days of age and purified podocytes and endothelial cells with fluorescence activated cell sorting. post sorting mRNA was extracted from purified cells and used to generate cDNA libraries which were sequenced on an Illumina HiSeq 2500. Overall design: Examination of two cell types exposed to one of 3 mRNA treatments sham APOL1 G0 APOL1 G2 | pubmed:31158233 | G2 endo 03 | GSM3317066 | tissue:zebrafish endothelium|line:fli:EGFP|treatment:human APOL1 G2 mRNA | G2 endo 03 | Quality control analysis of each sequenced library was performed using fastQC version 0.11.7 Removal of primer adapters was performed with Trim Galore version 0.4.0 Trimmed sequencing reads were aligned and mapped using to the D. rerio genome release GRCm38 using the STAR version 2.6.0c reads were filtered sorted and indexed with Samtools version 1.3 Uniquely mapped reads were used to generate counts for each annotated gene using HTSeq 0.10.0 read counts were analyzed with DESeq2 Genome build: GRCm38 Supplementary files format and content: .count files contain raw unnormalized read counts for input to DESeq2 | zebrafish endothelium | Zebrafsih were injected with 1nL of either APOL1 mRNA 150pg/nL or phenol red | RNA was extracted from purified cells using a Qiagen RNeasy micro kit cDNA libraries were prepared using the SMARTSeq v.4 Ultra Low Input RNA Kit Clonetech | Zebrafish were injected immediately post fertilization single cell stage and enbryos were harvested 4 dpf | line:fli:EGFP|treatment:human APOL1 G2 mRNA | GSM3317066 | GSM3317066: G2 endo 03; Danio rerio; RNA Seq | GSM3317066 | 1 | RNA was extracted from purified cells using a Qiagen RNeasy micro kit cDNA libraries were prepared using the SMARTSeq v.4 Ultra Low Input RNA Kit Clonetech | GEO Accession:GSM3317066 | RNA-Seq | TRANSCRIPTOMIC | cDNA | SINGLE | ILLUMINA | Illumina HiSeq 2500 | SRP155992 | BA_S18_trimmed.fastq.gz | fastq | 950344310.0 | 18847513.0 | GSM3317066 r1 | 0:50.42 1:0 | A:270135652;C:209210468;G:202674675;T:268256430;N:67085 | 50 | 0 | 270135652 | 209210468 | 202674675 | 268256430 | 67085 | SRX4497225 | SRS3618225 | SRA749599 | GEO | Duke Molecular Physiology Institute, Duke University Medical Center | 1 | 0.89759 | 0.1428 | 0.69132 | 0.4729 | 51 | B | usable mapping rate | illumina | hiseq_era | unknown | cdna_unspecified | unknown | sc | single_cell_plate | smartseq | United States | 2018-08-01 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||||||
| 49041 | 49041 | SRR7633493 | SRX4497224 | SRS3618224 | SRP155992 | PRJNA483985 | Transcriptomic analysis of isolated zebrafish podocytes and endothelial cells exposed to human APOL1 mRNA | GSE118000 | Transcriptome Analysis | We injected zebrafish embryos with human APOL1 mRNA dissociated embryos at xxx days of age and purified podocytes and endothelial cells with fluorescence activated cell sorting. post sorting mRNA was extracted from purified cells and used to generate cDNA libraries which were sequenced on an Illumina HiSeq 2500. Overall design: Examination of two cell types exposed to one of 3 mRNA treatments sham APOL1 G0 APOL1 G2 | pubmed:31158233 | G2 endo 02 | GSM3317065 | tissue:zebrafish endothelium|line:fli:EGFP|treatment:human APOL1 G2 mRNA | G2 endo 02 | Quality control analysis of each sequenced library was performed using fastQC version 0.11.7 Removal of primer adapters was performed with Trim Galore version 0.4.0 Trimmed sequencing reads were aligned and mapped using to the D. rerio genome release GRCm38 using the STAR version 2.6.0c reads were filtered sorted and indexed with Samtools version 1.3 Uniquely mapped reads were used to generate counts for each annotated gene using HTSeq 0.10.0 read counts were analyzed with DESeq2 Genome build: GRCm38 Supplementary files format and content: .count files contain raw unnormalized read counts for input to DESeq2 | zebrafish endothelium | Zebrafsih were injected with 1nL of either APOL1 mRNA 150pg/nL or phenol red | RNA was extracted from purified cells using a Qiagen RNeasy micro kit cDNA libraries were prepared using the SMARTSeq v.4 Ultra Low Input RNA Kit Clonetech | Zebrafish were injected immediately post fertilization single cell stage and enbryos were harvested 4 dpf | line:fli:EGFP|treatment:human APOL1 G2 mRNA | GSM3317065 | GSM3317065: G2 endo 02; Danio rerio; RNA Seq | GSM3317065 | 1 | RNA was extracted from purified cells using a Qiagen RNeasy micro kit cDNA libraries were prepared using the SMARTSeq v.4 Ultra Low Input RNA Kit Clonetech | GEO Accession:GSM3317065 | RNA-Seq | TRANSCRIPTOMIC | cDNA | SINGLE | ILLUMINA | Illumina HiSeq 2500 | SRP155992 | BA_S17_trimmed.fastq.gz | fastq | 1635110054.0 | 32380584.0 | GSM3317065 r1 | 0:50.50 1:0 | A:462134552;C:361057634;G:349465446;T:462337205;N:115217 | 50 | 0 | 462134552 | 361057634 | 349465446 | 462337205 | 115217 | SRX4497224 | SRS3618224 | SRA749599 | GEO | Duke Molecular Physiology Institute, Duke University Medical Center | 1 | 0.80201 | 0.12711 | 0.70471 | 0.44427 | 51 | B | usable mapping rate | illumina | hiseq_era | unknown | cdna_unspecified | unknown | sc | single_cell_plate | smartseq | United States | 2018-08-01 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||||||
| 49042 | 49042 | SRR7633492 | SRX4497223 | SRS3618223 | SRP155992 | PRJNA483985 | Transcriptomic analysis of isolated zebrafish podocytes and endothelial cells exposed to human APOL1 mRNA | GSE118000 | Transcriptome Analysis | We injected zebrafish embryos with human APOL1 mRNA dissociated embryos at xxx days of age and purified podocytes and endothelial cells with fluorescence activated cell sorting. post sorting mRNA was extracted from purified cells and used to generate cDNA libraries which were sequenced on an Illumina HiSeq 2500. Overall design: Examination of two cell types exposed to one of 3 mRNA treatments sham APOL1 G0 APOL1 G2 | pubmed:31158233 | G2 endo 01 | GSM3317064 | tissue:zebrafish endothelium|line:fli:EGFP|treatment:human APOL1 G2 mRNA | G2 endo 01 | Quality control analysis of each sequenced library was performed using fastQC version 0.11.7 Removal of primer adapters was performed with Trim Galore version 0.4.0 Trimmed sequencing reads were aligned and mapped using to the D. rerio genome release GRCm38 using the STAR version 2.6.0c reads were filtered sorted and indexed with Samtools version 1.3 Uniquely mapped reads were used to generate counts for each annotated gene using HTSeq 0.10.0 read counts were analyzed with DESeq2 Genome build: GRCm38 Supplementary files format and content: .count files contain raw unnormalized read counts for input to DESeq2 | zebrafish endothelium | Zebrafsih were injected with 1nL of either APOL1 mRNA 150pg/nL or phenol red | RNA was extracted from purified cells using a Qiagen RNeasy micro kit cDNA libraries were prepared using the SMARTSeq v.4 Ultra Low Input RNA Kit Clonetech | Zebrafish were injected immediately post fertilization single cell stage and enbryos were harvested 4 dpf | line:fli:EGFP|treatment:human APOL1 G2 mRNA | GSM3317064 | GSM3317064: G2 endo 01; Danio rerio; RNA Seq | GSM3317064 | 1 | RNA was extracted from purified cells using a Qiagen RNeasy micro kit cDNA libraries were prepared using the SMARTSeq v.4 Ultra Low Input RNA Kit Clonetech | GEO Accession:GSM3317064 | RNA-Seq | TRANSCRIPTOMIC | cDNA | SINGLE | ILLUMINA | Illumina HiSeq 2500 | SRP155992 | BA_S16_trimmed.fastq.gz | fastq | 1302352614.0 | 25794210.0 | GSM3317064 r1 | 0:50.49 1:0 | A:370194702;C:286011167;G:276758200;T:369297736;N:90809 | 50 | 0 | 370194702 | 286011167 | 276758200 | 369297736 | 90809 | SRX4497223 | SRS3618223 | SRA749599 | GEO | Duke Molecular Physiology Institute, Duke University Medical Center | 1 | 0.89468 | 0.15745 | 0.69447 | 0.47938 | 50 | B | usable mapping rate | illumina | hiseq_era | unknown | cdna_unspecified | unknown | sc | single_cell_plate | smartseq | United States | 2018-08-01 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||||||
| 49043 | 49043 | SRR7633491 | SRX4497222 | SRS3618222 | SRP155992 | PRJNA483985 | Transcriptomic analysis of isolated zebrafish podocytes and endothelial cells exposed to human APOL1 mRNA | GSE118000 | Transcriptome Analysis | We injected zebrafish embryos with human APOL1 mRNA dissociated embryos at xxx days of age and purified podocytes and endothelial cells with fluorescence activated cell sorting. post sorting mRNA was extracted from purified cells and used to generate cDNA libraries which were sequenced on an Illumina HiSeq 2500. Overall design: Examination of two cell types exposed to one of 3 mRNA treatments sham APOL1 G0 APOL1 G2 | pubmed:31158233 | G0 endo 03 | GSM3317063 | tissue:zebrafish endothelium|line:fli:EGFP|treatment:human APOL1 G0 mRNA | G0 endo 03 | Quality control analysis of each sequenced library was performed using fastQC version 0.11.7 Removal of primer adapters was performed with Trim Galore version 0.4.0 Trimmed sequencing reads were aligned and mapped using to the D. rerio genome release GRCm38 using the STAR version 2.6.0c reads were filtered sorted and indexed with Samtools version 1.3 Uniquely mapped reads were used to generate counts for each annotated gene using HTSeq 0.10.0 read counts were analyzed with DESeq2 Genome build: GRCm38 Supplementary files format and content: .count files contain raw unnormalized read counts for input to DESeq2 | zebrafish endothelium | Zebrafsih were injected with 1nL of either APOL1 mRNA 150pg/nL or phenol red | RNA was extracted from purified cells using a Qiagen RNeasy micro kit cDNA libraries were prepared using the SMARTSeq v.4 Ultra Low Input RNA Kit Clonetech | Zebrafish were injected immediately post fertilization single cell stage and enbryos were harvested 4 dpf | line:fli:EGFP|treatment:human APOL1 G0 mRNA | GSM3317063 | GSM3317063: G0 endo 03; Danio rerio; RNA Seq | GSM3317063 | 1 | RNA was extracted from purified cells using a Qiagen RNeasy micro kit cDNA libraries were prepared using the SMARTSeq v.4 Ultra Low Input RNA Kit Clonetech | GEO Accession:GSM3317063 | RNA-Seq | TRANSCRIPTOMIC | cDNA | SINGLE | ILLUMINA | Illumina HiSeq 2500 | SRP155992 | BA_S15_trimmed.fastq.gz | fastq | 1248556473.0 | 24725241.0 | GSM3317063 r1 | 0:50.50 1:0 | A:350256976;C:280431139;G:270771772;T:347009294;N:87292 | 50 | 0 | 350256976 | 280431139 | 270771772 | 347009294 | 87292 | SRX4497222 | SRS3618222 | SRA749599 | GEO | Duke Molecular Physiology Institute, Duke University Medical Center | 1 | 0.90514 | 0.13266 | 0.69236 | 0.47977 | 49 | B | usable mapping rate | illumina | hiseq_era | unknown | cdna_unspecified | unknown | sc | single_cell_plate | smartseq | United States | 2018-08-01 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||||||
| 49044 | 49044 | SRR7633490 | SRX4497221 | SRS3618221 | SRP155992 | PRJNA483985 | Transcriptomic analysis of isolated zebrafish podocytes and endothelial cells exposed to human APOL1 mRNA | GSE118000 | Transcriptome Analysis | We injected zebrafish embryos with human APOL1 mRNA dissociated embryos at xxx days of age and purified podocytes and endothelial cells with fluorescence activated cell sorting. post sorting mRNA was extracted from purified cells and used to generate cDNA libraries which were sequenced on an Illumina HiSeq 2500. Overall design: Examination of two cell types exposed to one of 3 mRNA treatments sham APOL1 G0 APOL1 G2 | pubmed:31158233 | G0 endo 02 | GSM3317062 | tissue:zebrafish endothelium|line:fli:EGFP|treatment:human APOL1 G0 mRNA | G0 endo 02 | Quality control analysis of each sequenced library was performed using fastQC version 0.11.7 Removal of primer adapters was performed with Trim Galore version 0.4.0 Trimmed sequencing reads were aligned and mapped using to the D. rerio genome release GRCm38 using the STAR version 2.6.0c reads were filtered sorted and indexed with Samtools version 1.3 Uniquely mapped reads were used to generate counts for each annotated gene using HTSeq 0.10.0 read counts were analyzed with DESeq2 Genome build: GRCm38 Supplementary files format and content: .count files contain raw unnormalized read counts for input to DESeq2 | zebrafish endothelium | Zebrafsih were injected with 1nL of either APOL1 mRNA 150pg/nL or phenol red | RNA was extracted from purified cells using a Qiagen RNeasy micro kit cDNA libraries were prepared using the SMARTSeq v.4 Ultra Low Input RNA Kit Clonetech | Zebrafish were injected immediately post fertilization single cell stage and enbryos were harvested 4 dpf | line:fli:EGFP|treatment:human APOL1 G0 mRNA | GSM3317062 | GSM3317062: G0 endo 02; Danio rerio; RNA Seq | GSM3317062 | 1 | RNA was extracted from purified cells using a Qiagen RNeasy micro kit cDNA libraries were prepared using the SMARTSeq v.4 Ultra Low Input RNA Kit Clonetech | GEO Accession:GSM3317062 | RNA-Seq | TRANSCRIPTOMIC | cDNA | SINGLE | ILLUMINA | Illumina HiSeq 2500 | SRP155992 | BA_S14_trimmed.fastq.gz | fastq | 372093672.0 | 7456111.0 | GSM3317062 r1 | 0:49.90 1:0 | A:113486766;C:74400549;G:71245468;T:112935661;N:25228 | 49 | 0 | 113486766 | 74400549 | 71245468 | 112935661 | 25228 | SRX4497221 | SRS3618221 | SRA749599 | GEO | Duke Molecular Physiology Institute, Duke University Medical Center | 1 | 0.89644 | 0.12968 | 0.70658 | 0.47231 | 51 | B | usable mapping rate | illumina | hiseq_era | unknown | cdna_unspecified | unknown | sc | single_cell_plate | smartseq | United States | 2018-08-01 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||||||
| 49045 | 49045 | SRR7633489 | SRX4497220 | SRS3618220 | SRP155992 | PRJNA483985 | Transcriptomic analysis of isolated zebrafish podocytes and endothelial cells exposed to human APOL1 mRNA | GSE118000 | Transcriptome Analysis | We injected zebrafish embryos with human APOL1 mRNA dissociated embryos at xxx days of age and purified podocytes and endothelial cells with fluorescence activated cell sorting. post sorting mRNA was extracted from purified cells and used to generate cDNA libraries which were sequenced on an Illumina HiSeq 2500. Overall design: Examination of two cell types exposed to one of 3 mRNA treatments sham APOL1 G0 APOL1 G2 | pubmed:31158233 | G0 endo 01 | GSM3317061 | tissue:zebrafish endothelium|line:fli:EGFP|treatment:human APOL1 G0 mRNA | G0 endo 01 | Quality control analysis of each sequenced library was performed using fastQC version 0.11.7 Removal of primer adapters was performed with Trim Galore version 0.4.0 Trimmed sequencing reads were aligned and mapped using to the D. rerio genome release GRCm38 using the STAR version 2.6.0c reads were filtered sorted and indexed with Samtools version 1.3 Uniquely mapped reads were used to generate counts for each annotated gene using HTSeq 0.10.0 read counts were analyzed with DESeq2 Genome build: GRCm38 Supplementary files format and content: .count files contain raw unnormalized read counts for input to DESeq2 | zebrafish endothelium | Zebrafsih were injected with 1nL of either APOL1 mRNA 150pg/nL or phenol red | RNA was extracted from purified cells using a Qiagen RNeasy micro kit cDNA libraries were prepared using the SMARTSeq v.4 Ultra Low Input RNA Kit Clonetech | Zebrafish were injected immediately post fertilization single cell stage and enbryos were harvested 4 dpf | line:fli:EGFP|treatment:human APOL1 G0 mRNA | GSM3317061 | GSM3317061: G0 endo 01; Danio rerio; RNA Seq | GSM3317061 | 1 | RNA was extracted from purified cells using a Qiagen RNeasy micro kit cDNA libraries were prepared using the SMARTSeq v.4 Ultra Low Input RNA Kit Clonetech | GEO Accession:GSM3317061 | RNA-Seq | TRANSCRIPTOMIC | cDNA | SINGLE | ILLUMINA | Illumina HiSeq 2500 | SRP155992 | BA_S13_trimmed.fastq.gz | fastq | 1450133780.0 | 28705598.0 | GSM3317061 r1 | 0:50.52 1:0 | A:407543677;C:323333189;G:313321100;T:405835253;N:100561 | 50 | 0 | 407543677 | 323333189 | 313321100 | 405835253 | 100561 | SRX4497220 | SRS3618220 | SRA749599 | GEO | Duke Molecular Physiology Institute, Duke University Medical Center | 1 | 0.8994 | 0.13347 | 0.6942 | 0.47759 | 51 | B | usable mapping rate | illumina | hiseq_era | unknown | cdna_unspecified | unknown | sc | single_cell_plate | smartseq | United States | 2018-08-01 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||||||
| 49046 | 49046 | SRR7633488 | SRX4497219 | SRS3618219 | SRP155992 | PRJNA483985 | Transcriptomic analysis of isolated zebrafish podocytes and endothelial cells exposed to human APOL1 mRNA | GSE118000 | Transcriptome Analysis | We injected zebrafish embryos with human APOL1 mRNA dissociated embryos at xxx days of age and purified podocytes and endothelial cells with fluorescence activated cell sorting. post sorting mRNA was extracted from purified cells and used to generate cDNA libraries which were sequenced on an Illumina HiSeq 2500. Overall design: Examination of two cell types exposed to one of 3 mRNA treatments sham APOL1 G0 APOL1 G2 | pubmed:31158233 | control endo 03 | GSM3317060 | tissue:zebrafish endothelium|line:fli:EGFP|treatment:control | control endo 03 | Quality control analysis of each sequenced library was performed using fastQC version 0.11.7 Removal of primer adapters was performed with Trim Galore version 0.4.0 Trimmed sequencing reads were aligned and mapped using to the D. rerio genome release GRCm38 using the STAR version 2.6.0c reads were filtered sorted and indexed with Samtools version 1.3 Uniquely mapped reads were used to generate counts for each annotated gene using HTSeq 0.10.0 read counts were analyzed with DESeq2 Genome build: GRCm38 Supplementary files format and content: .count files contain raw unnormalized read counts for input to DESeq2 | zebrafish endothelium | Zebrafsih were injected with 1nL of either APOL1 mRNA 150pg/nL or phenol red | RNA was extracted from purified cells using a Qiagen RNeasy micro kit cDNA libraries were prepared using the SMARTSeq v.4 Ultra Low Input RNA Kit Clonetech | Zebrafish were injected immediately post fertilization single cell stage and enbryos were harvested 4 dpf | line:fli:EGFP|treatment:control | GSM3317060 | GSM3317060: control endo 03; Danio rerio; RNA Seq | GSM3317060 | 1 | RNA was extracted from purified cells using a Qiagen RNeasy micro kit cDNA libraries were prepared using the SMARTSeq v.4 Ultra Low Input RNA Kit Clonetech | GEO Accession:GSM3317060 | RNA-Seq | TRANSCRIPTOMIC | cDNA | SINGLE | ILLUMINA | Illumina HiSeq 2500 | SRP155992 | BA_S12_trimmed.fastq.gz | fastq | 1720199608.0 | 34019943.0 | GSM3317060 r1 | 0:50.56 1:0 | A:474252335;C:393152371;G:382256277;T:470417173;N:121452 | 50 | 0 | 474252335 | 393152371 | 382256277 | 470417173 | 121452 | SRX4497219 | SRS3618219 | SRA749599 | GEO | Duke Molecular Physiology Institute, Duke University Medical Center | 1 | 0.90252 | 0.11709 | 0.69668 | 0.47424 | 51 | B | usable mapping rate | illumina | hiseq_era | unknown | cdna_unspecified | unknown | sc | single_cell_plate | smartseq | United States | 2018-08-01 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||||||
| 49047 | 49047 | SRR7633487 | SRX4497218 | SRS3618218 | SRP155992 | PRJNA483985 | Transcriptomic analysis of isolated zebrafish podocytes and endothelial cells exposed to human APOL1 mRNA | GSE118000 | Transcriptome Analysis | We injected zebrafish embryos with human APOL1 mRNA dissociated embryos at xxx days of age and purified podocytes and endothelial cells with fluorescence activated cell sorting. post sorting mRNA was extracted from purified cells and used to generate cDNA libraries which were sequenced on an Illumina HiSeq 2500. Overall design: Examination of two cell types exposed to one of 3 mRNA treatments sham APOL1 G0 APOL1 G2 | pubmed:31158233 | control endo 02 | GSM3317059 | tissue:zebrafish endothelium|line:fli:EGFP|treatment:control | control endo 02 | Quality control analysis of each sequenced library was performed using fastQC version 0.11.7 Removal of primer adapters was performed with Trim Galore version 0.4.0 Trimmed sequencing reads were aligned and mapped using to the D. rerio genome release GRCm38 using the STAR version 2.6.0c reads were filtered sorted and indexed with Samtools version 1.3 Uniquely mapped reads were used to generate counts for each annotated gene using HTSeq 0.10.0 read counts were analyzed with DESeq2 Genome build: GRCm38 Supplementary files format and content: .count files contain raw unnormalized read counts for input to DESeq2 | zebrafish endothelium | Zebrafsih were injected with 1nL of either APOL1 mRNA 150pg/nL or phenol red | RNA was extracted from purified cells using a Qiagen RNeasy micro kit cDNA libraries were prepared using the SMARTSeq v.4 Ultra Low Input RNA Kit Clonetech | Zebrafish were injected immediately post fertilization single cell stage and enbryos were harvested 4 dpf | line:fli:EGFP|treatment:control | GSM3317059 | GSM3317059: control endo 02; Danio rerio; RNA Seq | GSM3317059 | 1 | RNA was extracted from purified cells using a Qiagen RNeasy micro kit cDNA libraries were prepared using the SMARTSeq v.4 Ultra Low Input RNA Kit Clonetech | GEO Accession:GSM3317059 | RNA-Seq | TRANSCRIPTOMIC | cDNA | SINGLE | ILLUMINA | Illumina HiSeq 2500 | SRP155992 | BA_S11_trimmed.fastq.gz | fastq | 322327295.0 | 6605687.0 | GSM3317059 r1 | 0:48.80 1:0 | A:109722776;C:53179948;G:51091267;T:108312123;N:21181 | 48 | 0 | 109722776 | 53179948 | 51091267 | 108312123 | 21181 | SRX4497218 | SRS3618218 | SRA749599 | GEO | Duke Molecular Physiology Institute, Duke University Medical Center | 1 | 0.8922 | 0.1261 | 0.72811 | 0.46128 | 50 | B | usable mapping rate | illumina | hiseq_era | unknown | cdna_unspecified | unknown | sc | single_cell_plate | smartseq | United States | 2018-08-01 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||||||
| 49048 | 49048 | SRR7633486 | SRX4497217 | SRS3618217 | SRP155992 | PRJNA483985 | Transcriptomic analysis of isolated zebrafish podocytes and endothelial cells exposed to human APOL1 mRNA | GSE118000 | Transcriptome Analysis | We injected zebrafish embryos with human APOL1 mRNA dissociated embryos at xxx days of age and purified podocytes and endothelial cells with fluorescence activated cell sorting. post sorting mRNA was extracted from purified cells and used to generate cDNA libraries which were sequenced on an Illumina HiSeq 2500. Overall design: Examination of two cell types exposed to one of 3 mRNA treatments sham APOL1 G0 APOL1 G2 | pubmed:31158233 | control endo 01 | GSM3317058 | tissue:zebrafish endothelium|line:fli:EGFP|treatment:control | control endo 01 | Quality control analysis of each sequenced library was performed using fastQC version 0.11.7 Removal of primer adapters was performed with Trim Galore version 0.4.0 Trimmed sequencing reads were aligned and mapped using to the D. rerio genome release GRCm38 using the STAR version 2.6.0c reads were filtered sorted and indexed with Samtools version 1.3 Uniquely mapped reads were used to generate counts for each annotated gene using HTSeq 0.10.0 read counts were analyzed with DESeq2 Genome build: GRCm38 Supplementary files format and content: .count files contain raw unnormalized read counts for input to DESeq2 | zebrafish endothelium | Zebrafsih were injected with 1nL of either APOL1 mRNA 150pg/nL or phenol red | RNA was extracted from purified cells using a Qiagen RNeasy micro kit cDNA libraries were prepared using the SMARTSeq v.4 Ultra Low Input RNA Kit Clonetech | Zebrafish were injected immediately post fertilization single cell stage and enbryos were harvested 4 dpf | line:fli:EGFP|treatment:control | GSM3317058 | GSM3317058: control endo 01; Danio rerio; RNA Seq | GSM3317058 | 1 | RNA was extracted from purified cells using a Qiagen RNeasy micro kit cDNA libraries were prepared using the SMARTSeq v.4 Ultra Low Input RNA Kit Clonetech | GEO Accession:GSM3317058 | RNA-Seq | TRANSCRIPTOMIC | cDNA | SINGLE | ILLUMINA | Illumina HiSeq 2500 | SRP155992 | BA_S10_trimmed.fastq.gz | fastq | 1484074935.0 | 29385409.0 | GSM3317058 r1 | 0:50.50 1:0 | A:411414710;C:336260838;G:326730208;T:409563857;N:105322 | 50 | 0 | 411414710 | 336260838 | 326730208 | 409563857 | 105322 | SRX4497217 | SRS3618217 | SRA749599 | GEO | Duke Molecular Physiology Institute, Duke University Medical Center | 1 | 0.88777 | 0.11462 | 0.70102 | 0.47353 | 49 | B | usable mapping rate | illumina | hiseq_era | unknown | cdna_unspecified | unknown | sc | single_cell_plate | smartseq | United States | 2018-08-01 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||||||
| 58567 | 58567 | SRR11420478 | SRX7998914 | SRS6376277 | SRP254020 | PRJNA615175 | A Zebrafish Based Orthotopic Glioblastoma Xenograft Model for Preclinical Drug Screening and Clinical Drug Sensitivity Prediction | GSE147526 | Other | A reliable animal model that can mimic the GBM intracranial infiltration and Blood brain barrier BBB interaction is necessary for effective therapeutics development. Here we report a zebrafish based orthotopic GBM xenograft model in which GBM cells from different species and even patients can robustly propagate and faithfully reproduce their histological characteristics. Single cell RNA seq indicates a transcriptomic adaption of GBM xenografts to infiltrative phenotype within the zebrafish brains. We also provide evidence that the BBB in zebrafish larva is molecularly and functionally intact and can interact with GBM cells in similar ways as in mammals which together enables this model to accurately identify BBB penetrating drugs. Using GBM patients' samples we further generate zebrafish patient derived orthotopic xenografts z PDOX and proof of concept experiments indicate the short term temozolomide response in z PDOX can predict the long term prognosis of corresponding GBM patients. These together illustrate the value of zebrafish GBM model in drug discovery and precision medicine. Overall design: 1.Single cell RNA seq for endothelial cells of zebrafish 2.Single cell RNA seq for GBM cells implanted in zebrafish brain | pubmed:35199829 | Smartseq2 AXL E3 endo Danio | GSM4432625 | tissue:endothelial cells|strain:flk:GFP|cell tye:endothelial cells | Smartseq2 AXL E3 endo Danio | ScRNA seq alignment process was completed by STAR 2.6.0a DESeq2 standard workflow Genome build: GRCz10 genome references for Zebrafish and GRCh38 genome references for human Supplementary files format and content: csv files with raw counts and FPKM | endothelial cells | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the 3’ scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | strain:flk:GFP|cell tye:endothelial cells | GSM4432625 | GSM4432625: Smartseq2 AXL E3 endo Danio; Danio rerio; RNA Seq | GSM4432625 | 1 | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the three prime scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | GEO Accession:GSM4432625 | RNA-Seq | TRANSCRIPTOMIC | cDNA | PAIRED | ILLUMINA | HiSeq X Ten | SRP254020 | AXL-E3_HHVK7CCXY_L3_1.clean.fq.gz AXL-E3_HHVK7CCXY_L3_2.clean.fq.gz | fastq fastq | 1568068200.0 | 5226894.0 | GSM4432625 r1 | 0:150 1:150 | A:437547051;C:305827667;G:317225931;T:507380843;N:86708 | 150 | 150 | 437547051 | 305827667 | 317225931 | 507380843 | 86708 | SRX7998914 | SRS6376277 | SRA1059261 | GEO | Chen & Liu Lab, State Key Laboratory of Biotherapy, West China Hospital, Sihcuan University., Sichuan University | 2 | 0.90556 | 0.91298 | 0.73969 | 0.74743 | 0.94888 | 0.95061 | 0.47195 | 0.48203 | 150 | 150 | B | B | biological fallback assumption | illumina | hiseq_era | unknown | cdna_unspecified | unknown | sc | single_cell_plate | smartseq | China | 2020-03-25 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||
| 58568 | 58568 | SRR11420477 | SRX7998913 | SRS6376276 | SRP254020 | PRJNA615175 | A Zebrafish Based Orthotopic Glioblastoma Xenograft Model for Preclinical Drug Screening and Clinical Drug Sensitivity Prediction | GSE147526 | Other | A reliable animal model that can mimic the GBM intracranial infiltration and Blood brain barrier BBB interaction is necessary for effective therapeutics development. Here we report a zebrafish based orthotopic GBM xenograft model in which GBM cells from different species and even patients can robustly propagate and faithfully reproduce their histological characteristics. Single cell RNA seq indicates a transcriptomic adaption of GBM xenografts to infiltrative phenotype within the zebrafish brains. We also provide evidence that the BBB in zebrafish larva is molecularly and functionally intact and can interact with GBM cells in similar ways as in mammals which together enables this model to accurately identify BBB penetrating drugs. Using GBM patients' samples we further generate zebrafish patient derived orthotopic xenografts z PDOX and proof of concept experiments indicate the short term temozolomide response in z PDOX can predict the long term prognosis of corresponding GBM patients. These together illustrate the value of zebrafish GBM model in drug discovery and precision medicine. Overall design: 1.Single cell RNA seq for endothelial cells of zebrafish 2.Single cell RNA seq for GBM cells implanted in zebrafish brain | pubmed:35199829 | Smartseq2 AXL E2 endo Danio | GSM4432624 | tissue:endothelial cells|strain:flk:GFP|cell tye:endothelial cells | Smartseq2 AXL E2 endo Danio | ScRNA seq alignment process was completed by STAR 2.6.0a DESeq2 standard workflow Genome build: GRCz10 genome references for Zebrafish and GRCh38 genome references for human Supplementary files format and content: csv files with raw counts and FPKM | endothelial cells | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the 3’ scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | strain:flk:GFP|cell tye:endothelial cells | GSM4432624 | GSM4432624: Smartseq2 AXL E2 endo Danio; Danio rerio; RNA Seq | GSM4432624 | 1 | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the three prime scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | GEO Accession:GSM4432624 | RNA-Seq | TRANSCRIPTOMIC | cDNA | PAIRED | ILLUMINA | HiSeq X Ten | SRP254020 | AXL-E2_HHVK7CCXY_L3_2.clean.fq.gz AXL-E2_HHVK7CCXY_L3_1.clean.fq.gz | fastq fastq | 1506462600.0 | 5021542.0 | GSM4432624 r1 | 0:150 1:150 | A:419138482;C:294375706;G:306403925;T:486460081;N:84406 | 150 | 150 | 419138482 | 294375706 | 306403925 | 486460081 | 84406 | SRX7998913 | SRS6376276 | SRA1059261 | GEO | Chen & Liu Lab, State Key Laboratory of Biotherapy, West China Hospital, Sihcuan University., Sichuan University | 2 | 0.90958 | 0.91859 | 0.78806 | 0.79513 | 0.96327 | 0.96477 | 0.45808 | 0.46876 | 150 | 150 | B | B | biological fallback assumption | illumina | hiseq_era | unknown | cdna_unspecified | unknown | sc | single_cell_plate | smartseq | China | 2020-03-25 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||
| 58569 | 58569 | SRR11420476 | SRX7998912 | SRS6376275 | SRP254020 | PRJNA615175 | A Zebrafish Based Orthotopic Glioblastoma Xenograft Model for Preclinical Drug Screening and Clinical Drug Sensitivity Prediction | GSE147526 | Other | A reliable animal model that can mimic the GBM intracranial infiltration and Blood brain barrier BBB interaction is necessary for effective therapeutics development. Here we report a zebrafish based orthotopic GBM xenograft model in which GBM cells from different species and even patients can robustly propagate and faithfully reproduce their histological characteristics. Single cell RNA seq indicates a transcriptomic adaption of GBM xenografts to infiltrative phenotype within the zebrafish brains. We also provide evidence that the BBB in zebrafish larva is molecularly and functionally intact and can interact with GBM cells in similar ways as in mammals which together enables this model to accurately identify BBB penetrating drugs. Using GBM patients' samples we further generate zebrafish patient derived orthotopic xenografts z PDOX and proof of concept experiments indicate the short term temozolomide response in z PDOX can predict the long term prognosis of corresponding GBM patients. These together illustrate the value of zebrafish GBM model in drug discovery and precision medicine. Overall design: 1.Single cell RNA seq for endothelial cells of zebrafish 2.Single cell RNA seq for GBM cells implanted in zebrafish brain | pubmed:35199829 | Smartseq2 AXL E1 endo Danio | GSM4432623 | tissue:endothelial cells|strain:flk:GFP|cell tye:endothelial cells | Smartseq2 AXL E1 endo Danio | ScRNA seq alignment process was completed by STAR 2.6.0a DESeq2 standard workflow Genome build: GRCz10 genome references for Zebrafish and GRCh38 genome references for human Supplementary files format and content: csv files with raw counts and FPKM | endothelial cells | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the 3’ scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | strain:flk:GFP|cell tye:endothelial cells | GSM4432623 | GSM4432623: Smartseq2 AXL E1 endo Danio; Danio rerio; RNA Seq | GSM4432623 | 1 | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the three prime scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | GEO Accession:GSM4432623 | RNA-Seq | TRANSCRIPTOMIC | cDNA | PAIRED | ILLUMINA | HiSeq X Ten | SRP254020 | AXL-E1_HHVK7CCXY_L3_1.clean.fq.gz AXL-E1_HHVK7CCXY_L3_2.clean.fq.gz | fastq fastq | 1583815800.0 | 5279386.0 | GSM4432623 r1 | 0:150 1:150 | A:440756401;C:310619619;G:322228450;T:510122285;N:89045 | 150 | 150 | 440756401 | 310619619 | 322228450 | 510122285 | 89045 | SRX7998912 | SRS6376275 | SRA1059261 | GEO | Chen & Liu Lab, State Key Laboratory of Biotherapy, West China Hospital, Sihcuan University., Sichuan University | 2 | 0.91047 | 0.91678 | 0.69764 | 0.70328 | 0.95217 | 0.95349 | 0.46044 | 0.44698 | 150 | 150 | B | B | biological fallback assumption | illumina | hiseq_era | unknown | cdna_unspecified | unknown | sc | single_cell_plate | smartseq | China | 2020-03-25 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||
| 58570 | 58570 | SRR11420475 | SRX7998911 | SRS6376274 | SRP254020 | PRJNA615175 | A Zebrafish Based Orthotopic Glioblastoma Xenograft Model for Preclinical Drug Screening and Clinical Drug Sensitivity Prediction | GSE147526 | Other | A reliable animal model that can mimic the GBM intracranial infiltration and Blood brain barrier BBB interaction is necessary for effective therapeutics development. Here we report a zebrafish based orthotopic GBM xenograft model in which GBM cells from different species and even patients can robustly propagate and faithfully reproduce their histological characteristics. Single cell RNA seq indicates a transcriptomic adaption of GBM xenografts to infiltrative phenotype within the zebrafish brains. We also provide evidence that the BBB in zebrafish larva is molecularly and functionally intact and can interact with GBM cells in similar ways as in mammals which together enables this model to accurately identify BBB penetrating drugs. Using GBM patients' samples we further generate zebrafish patient derived orthotopic xenografts z PDOX and proof of concept experiments indicate the short term temozolomide response in z PDOX can predict the long term prognosis of corresponding GBM patients. These together illustrate the value of zebrafish GBM model in drug discovery and precision medicine. Overall design: 1.Single cell RNA seq for endothelial cells of zebrafish 2.Single cell RNA seq for GBM cells implanted in zebrafish brain | pubmed:35199829 | Smartseq2 AXL D3 endo Danio | GSM4432622 | tissue:endothelial cells|strain:flk:GFP|cell tye:endothelial cells | Smartseq2 AXL D3 endo Danio | ScRNA seq alignment process was completed by STAR 2.6.0a DESeq2 standard workflow Genome build: GRCz10 genome references for Zebrafish and GRCh38 genome references for human Supplementary files format and content: csv files with raw counts and FPKM | endothelial cells | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the 3’ scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | strain:flk:GFP|cell tye:endothelial cells | GSM4432622 | GSM4432622: Smartseq2 AXL D3 endo Danio; Danio rerio; RNA Seq | GSM4432622 | 1 | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the three prime scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | GEO Accession:GSM4432622 | RNA-Seq | TRANSCRIPTOMIC | cDNA | PAIRED | ILLUMINA | HiSeq X Ten | SRP254020 | AXL-D3_HHVK7CCXY_L3_1.clean.fq.gz AXL-D3_HHVK7CCXY_L3_2.clean.fq.gz | fastq fastq | 1602725100.0 | 5342417.0 | GSM4432622 r1 | 0:150 1:150 | A:454250175;C:320141617;G:330588624;T:497655411;N:89273 | 150 | 150 | 454250175 | 320141617 | 330588624 | 497655411 | 89273 | SRX7998911 | SRS6376274 | SRA1059261 | GEO | Chen & Liu Lab, State Key Laboratory of Biotherapy, West China Hospital, Sihcuan University., Sichuan University | 2 | 0.82435 | 0.83275 | 0.22763 | 0.23084 | 0.88716 | 0.89023 | 0.75529 | 0.75251 | 150 | 150 | B | B | biological fallback assumption | illumina | hiseq_era | unknown | cdna_unspecified | unknown | sc | single_cell_plate | smartseq | China | 2020-03-25 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||
| 58571 | 58571 | SRR11420474 | SRX7998910 | SRS6376273 | SRP254020 | PRJNA615175 | A Zebrafish Based Orthotopic Glioblastoma Xenograft Model for Preclinical Drug Screening and Clinical Drug Sensitivity Prediction | GSE147526 | Other | A reliable animal model that can mimic the GBM intracranial infiltration and Blood brain barrier BBB interaction is necessary for effective therapeutics development. Here we report a zebrafish based orthotopic GBM xenograft model in which GBM cells from different species and even patients can robustly propagate and faithfully reproduce their histological characteristics. Single cell RNA seq indicates a transcriptomic adaption of GBM xenografts to infiltrative phenotype within the zebrafish brains. We also provide evidence that the BBB in zebrafish larva is molecularly and functionally intact and can interact with GBM cells in similar ways as in mammals which together enables this model to accurately identify BBB penetrating drugs. Using GBM patients' samples we further generate zebrafish patient derived orthotopic xenografts z PDOX and proof of concept experiments indicate the short term temozolomide response in z PDOX can predict the long term prognosis of corresponding GBM patients. These together illustrate the value of zebrafish GBM model in drug discovery and precision medicine. Overall design: 1.Single cell RNA seq for endothelial cells of zebrafish 2.Single cell RNA seq for GBM cells implanted in zebrafish brain | pubmed:35199829 | Smartseq2 AXL C3 endo Danio | GSM4432621 | tissue:endothelial cells|strain:flk:GFP|cell tye:endothelial cells | Smartseq2 AXL C3 endo Danio | ScRNA seq alignment process was completed by STAR 2.6.0a DESeq2 standard workflow Genome build: GRCz10 genome references for Zebrafish and GRCh38 genome references for human Supplementary files format and content: csv files with raw counts and FPKM | endothelial cells | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the 3’ scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | strain:flk:GFP|cell tye:endothelial cells | GSM4432621 | GSM4432621: Smartseq2 AXL C3 endo Danio; Danio rerio; RNA Seq | GSM4432621 | 1 | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the three prime scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | GEO Accession:GSM4432621 | RNA-Seq | TRANSCRIPTOMIC | cDNA | PAIRED | ILLUMINA | HiSeq X Ten | SRP254020 | AXL-C3_HHVK7CCXY_L3_1.clean.fq.gz AXL-C3_HHVK7CCXY_L3_2.clean.fq.gz | fastq fastq | 1574724600.0 | 5249082.0 | GSM4432621 r1 | 0:150 1:150 | A:435586693;C:313192449;G:325059370;T:500799470;N:86618 | 150 | 150 | 435586693 | 313192449 | 325059370 | 500799470 | 86618 | SRX7998910 | SRS6376273 | SRA1059261 | GEO | Chen & Liu Lab, State Key Laboratory of Biotherapy, West China Hospital, Sihcuan University., Sichuan University | 2 | 0.91247 | 0.91968 | 0.66959 | 0.67559 | 0.94515 | 0.94734 | 0.47277 | 0.49142 | 150 | 150 | B | B | biological fallback assumption | illumina | hiseq_era | unknown | cdna_unspecified | unknown | sc | single_cell_plate | smartseq | China | 2020-03-25 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||
| 58572 | 58572 | SRR11420473 | SRX7998909 | SRS6376272 | SRP254020 | PRJNA615175 | A Zebrafish Based Orthotopic Glioblastoma Xenograft Model for Preclinical Drug Screening and Clinical Drug Sensitivity Prediction | GSE147526 | Other | A reliable animal model that can mimic the GBM intracranial infiltration and Blood brain barrier BBB interaction is necessary for effective therapeutics development. Here we report a zebrafish based orthotopic GBM xenograft model in which GBM cells from different species and even patients can robustly propagate and faithfully reproduce their histological characteristics. Single cell RNA seq indicates a transcriptomic adaption of GBM xenografts to infiltrative phenotype within the zebrafish brains. We also provide evidence that the BBB in zebrafish larva is molecularly and functionally intact and can interact with GBM cells in similar ways as in mammals which together enables this model to accurately identify BBB penetrating drugs. Using GBM patients' samples we further generate zebrafish patient derived orthotopic xenografts z PDOX and proof of concept experiments indicate the short term temozolomide response in z PDOX can predict the long term prognosis of corresponding GBM patients. These together illustrate the value of zebrafish GBM model in drug discovery and precision medicine. Overall design: 1.Single cell RNA seq for endothelial cells of zebrafish 2.Single cell RNA seq for GBM cells implanted in zebrafish brain | pubmed:35199829 | Smartseq2 AXL C2 endo Danio | GSM4432620 | tissue:endothelial cells|strain:flk:GFP|cell tye:endothelial cells | Smartseq2 AXL C2 endo Danio | ScRNA seq alignment process was completed by STAR 2.6.0a DESeq2 standard workflow Genome build: GRCz10 genome references for Zebrafish and GRCh38 genome references for human Supplementary files format and content: csv files with raw counts and FPKM | endothelial cells | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the 3’ scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | strain:flk:GFP|cell tye:endothelial cells | GSM4432620 | GSM4432620: Smartseq2 AXL C2 endo Danio; Danio rerio; RNA Seq | GSM4432620 | 1 | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the three prime scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | GEO Accession:GSM4432620 | RNA-Seq | TRANSCRIPTOMIC | cDNA | PAIRED | ILLUMINA | HiSeq X Ten | SRP254020 | AXL-C2_HHVK7CCXY_L3_1.clean.fq.gz AXL-C2_HHVK7CCXY_L3_2.clean.fq.gz | fastq fastq | 918029400.0 | 3060098.0 | GSM4432620 r1 | 0:150 1:150 | A:247708437;C:197427436;G:203244315;T:269598842;N:50370 | 150 | 150 | 247708437 | 197427436 | 203244315 | 269598842 | 50370 | SRX7998909 | SRS6376272 | SRA1059261 | GEO | Chen & Liu Lab, State Key Laboratory of Biotherapy, West China Hospital, Sihcuan University., Sichuan University | 2 | 0.85585 | 0.86096 | 0.18376 | 0.1852 | 0.91352 | 0.91571 | 0.44329 | 0.55709 | 150 | 150 | B | B | biological fallback assumption | illumina | hiseq_era | unknown | cdna_unspecified | unknown | sc | single_cell_plate | smartseq | China | 2020-03-25 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||
| 58573 | 58573 | SRR11420472 | SRX7998908 | SRS6376270 | SRP254020 | PRJNA615175 | A Zebrafish Based Orthotopic Glioblastoma Xenograft Model for Preclinical Drug Screening and Clinical Drug Sensitivity Prediction | GSE147526 | Other | A reliable animal model that can mimic the GBM intracranial infiltration and Blood brain barrier BBB interaction is necessary for effective therapeutics development. Here we report a zebrafish based orthotopic GBM xenograft model in which GBM cells from different species and even patients can robustly propagate and faithfully reproduce their histological characteristics. Single cell RNA seq indicates a transcriptomic adaption of GBM xenografts to infiltrative phenotype within the zebrafish brains. We also provide evidence that the BBB in zebrafish larva is molecularly and functionally intact and can interact with GBM cells in similar ways as in mammals which together enables this model to accurately identify BBB penetrating drugs. Using GBM patients' samples we further generate zebrafish patient derived orthotopic xenografts z PDOX and proof of concept experiments indicate the short term temozolomide response in z PDOX can predict the long term prognosis of corresponding GBM patients. These together illustrate the value of zebrafish GBM model in drug discovery and precision medicine. Overall design: 1.Single cell RNA seq for endothelial cells of zebrafish 2.Single cell RNA seq for GBM cells implanted in zebrafish brain | pubmed:35199829 | Smartseq2 AXL C1 endo Danio | GSM4432619 | tissue:endothelial cells|strain:flk:GFP|cell tye:endothelial cells | Smartseq2 AXL C1 endo Danio | ScRNA seq alignment process was completed by STAR 2.6.0a DESeq2 standard workflow Genome build: GRCz10 genome references for Zebrafish and GRCh38 genome references for human Supplementary files format and content: csv files with raw counts and FPKM | endothelial cells | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the 3’ scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | strain:flk:GFP|cell tye:endothelial cells | GSM4432619 | GSM4432619: Smartseq2 AXL C1 endo Danio; Danio rerio; RNA Seq | GSM4432619 | 1 | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the three prime scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | GEO Accession:GSM4432619 | RNA-Seq | TRANSCRIPTOMIC | cDNA | PAIRED | ILLUMINA | HiSeq X Ten | SRP254020 | AXL-C1_HHVK7CCXY_L3_1.clean.fq.gz AXL-C1_HHVK7CCXY_L3_2.clean.fq.gz | fastq fastq | 1500775500.0 | 5002585.0 | GSM4432619 r1 | 0:150 1:150 | A:432671655;C:289434226;G:302125698;T:476460891;N:83030 | 150 | 150 | 432671655 | 289434226 | 302125698 | 476460891 | 83030 | SRX7998908 | SRS6376270 | SRA1059261 | GEO | Chen & Liu Lab, State Key Laboratory of Biotherapy, West China Hospital, Sihcuan University., Sichuan University | 2 | 0.67663 | 0.68022 | 0.32993 | 0.33204 | 0.86841 | 0.87373 | 0.55098 | 0.55286 | 150 | 150 | B | B | biological fallback assumption | illumina | hiseq_era | unknown | cdna_unspecified | unknown | sc | single_cell_plate | smartseq | China | 2020-03-25 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||
| 58574 | 58574 | SRR11420471 | SRX7998907 | SRS6376271 | SRP254020 | PRJNA615175 | A Zebrafish Based Orthotopic Glioblastoma Xenograft Model for Preclinical Drug Screening and Clinical Drug Sensitivity Prediction | GSE147526 | Other | A reliable animal model that can mimic the GBM intracranial infiltration and Blood brain barrier BBB interaction is necessary for effective therapeutics development. Here we report a zebrafish based orthotopic GBM xenograft model in which GBM cells from different species and even patients can robustly propagate and faithfully reproduce their histological characteristics. Single cell RNA seq indicates a transcriptomic adaption of GBM xenografts to infiltrative phenotype within the zebrafish brains. We also provide evidence that the BBB in zebrafish larva is molecularly and functionally intact and can interact with GBM cells in similar ways as in mammals which together enables this model to accurately identify BBB penetrating drugs. Using GBM patients' samples we further generate zebrafish patient derived orthotopic xenografts z PDOX and proof of concept experiments indicate the short term temozolomide response in z PDOX can predict the long term prognosis of corresponding GBM patients. These together illustrate the value of zebrafish GBM model in drug discovery and precision medicine. Overall design: 1.Single cell RNA seq for endothelial cells of zebrafish 2.Single cell RNA seq for GBM cells implanted in zebrafish brain | pubmed:35199829 | Smartseq2 AXL B2 endo Danio | GSM4432618 | tissue:endothelial cells|strain:flk:GFP|cell tye:endothelial cells | Smartseq2 AXL B2 endo Danio | ScRNA seq alignment process was completed by STAR 2.6.0a DESeq2 standard workflow Genome build: GRCz10 genome references for Zebrafish and GRCh38 genome references for human Supplementary files format and content: csv files with raw counts and FPKM | endothelial cells | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the 3’ scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | strain:flk:GFP|cell tye:endothelial cells | GSM4432618 | GSM4432618: Smartseq2 AXL B2 endo Danio; Danio rerio; RNA Seq | GSM4432618 | 1 | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the three prime scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | GEO Accession:GSM4432618 | RNA-Seq | TRANSCRIPTOMIC | cDNA | PAIRED | ILLUMINA | HiSeq X Ten | SRP254020 | AXL-B2_HHVK7CCXY_L3_1.clean.fq.gz AXL-B2_HHVK7CCXY_L3_2.clean.fq.gz | fastq fastq | 989060100.0 | 3296867.0 | GSM4432618 r1 | 0:150 1:150 | A:274301021;C:196555336;G:203736274;T:314412137;N:55332 | 150 | 150 | 274301021 | 196555336 | 203736274 | 314412137 | 55332 | SRX7998907 | SRS6376271 | SRA1059261 | GEO | Chen & Liu Lab, State Key Laboratory of Biotherapy, West China Hospital, Sihcuan University., Sichuan University | 2 | 0.9149 | 0.92243 | 0.73373 | 0.73884 | 0.95296 | 0.95426 | 0.47934 | 0.47668 | 150 | 150 | B | B | biological fallback assumption | illumina | hiseq_era | unknown | cdna_unspecified | unknown | sc | single_cell_plate | smartseq | China | 2020-03-25 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||
| 58575 | 58575 | SRR11420470 | SRX7998906 | SRS6376269 | SRP254020 | PRJNA615175 | A Zebrafish Based Orthotopic Glioblastoma Xenograft Model for Preclinical Drug Screening and Clinical Drug Sensitivity Prediction | GSE147526 | Other | A reliable animal model that can mimic the GBM intracranial infiltration and Blood brain barrier BBB interaction is necessary for effective therapeutics development. Here we report a zebrafish based orthotopic GBM xenograft model in which GBM cells from different species and even patients can robustly propagate and faithfully reproduce their histological characteristics. Single cell RNA seq indicates a transcriptomic adaption of GBM xenografts to infiltrative phenotype within the zebrafish brains. We also provide evidence that the BBB in zebrafish larva is molecularly and functionally intact and can interact with GBM cells in similar ways as in mammals which together enables this model to accurately identify BBB penetrating drugs. Using GBM patients' samples we further generate zebrafish patient derived orthotopic xenografts z PDOX and proof of concept experiments indicate the short term temozolomide response in z PDOX can predict the long term prognosis of corresponding GBM patients. These together illustrate the value of zebrafish GBM model in drug discovery and precision medicine. Overall design: 1.Single cell RNA seq for endothelial cells of zebrafish 2.Single cell RNA seq for GBM cells implanted in zebrafish brain | pubmed:35199829 | Smartseq2 AXL B1 endo Danio | GSM4432617 | tissue:endothelial cells|strain:flk:GFP|cell tye:endothelial cells | Smartseq2 AXL B1 endo Danio | ScRNA seq alignment process was completed by STAR 2.6.0a DESeq2 standard workflow Genome build: GRCz10 genome references for Zebrafish and GRCh38 genome references for human Supplementary files format and content: csv files with raw counts and FPKM | endothelial cells | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the 3’ scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | strain:flk:GFP|cell tye:endothelial cells | GSM4432617 | GSM4432617: Smartseq2 AXL B1 endo Danio; Danio rerio; RNA Seq | GSM4432617 | 1 | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the three prime scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | GEO Accession:GSM4432617 | RNA-Seq | TRANSCRIPTOMIC | cDNA | PAIRED | ILLUMINA | HiSeq X Ten | SRP254020 | AXL-B1_HHVK7CCXY_L3_1.clean.fq.gz AXL-B1_HHVK7CCXY_L3_2.clean.fq.gz | fastq fastq | 2099031600.0 | 6996772.0 | GSM4432617 r1 | 0:150 1:150 | A:583452672;C:414863616;G:430728068;T:669871636;N:115608 | 150 | 150 | 583452672 | 414863616 | 430728068 | 669871636 | 115608 | SRX7998906 | SRS6376269 | SRA1059261 | GEO | Chen & Liu Lab, State Key Laboratory of Biotherapy, West China Hospital, Sihcuan University., Sichuan University | 2 | 0.82207 | 0.82952 | 0.63293 | 0.64238 | 0.94602 | 0.94828 | 0.49299 | 0.49862 | 150 | 150 | B | B | biological fallback assumption | illumina | hiseq_era | unknown | cdna_unspecified | unknown | sc | single_cell_plate | smartseq | China | 2020-03-25 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||
| 58576 | 58576 | SRR11420469 | SRX7998905 | SRS6376268 | SRP254020 | PRJNA615175 | A Zebrafish Based Orthotopic Glioblastoma Xenograft Model for Preclinical Drug Screening and Clinical Drug Sensitivity Prediction | GSE147526 | Other | A reliable animal model that can mimic the GBM intracranial infiltration and Blood brain barrier BBB interaction is necessary for effective therapeutics development. Here we report a zebrafish based orthotopic GBM xenograft model in which GBM cells from different species and even patients can robustly propagate and faithfully reproduce their histological characteristics. Single cell RNA seq indicates a transcriptomic adaption of GBM xenografts to infiltrative phenotype within the zebrafish brains. We also provide evidence that the BBB in zebrafish larva is molecularly and functionally intact and can interact with GBM cells in similar ways as in mammals which together enables this model to accurately identify BBB penetrating drugs. Using GBM patients' samples we further generate zebrafish patient derived orthotopic xenografts z PDOX and proof of concept experiments indicate the short term temozolomide response in z PDOX can predict the long term prognosis of corresponding GBM patients. These together illustrate the value of zebrafish GBM model in drug discovery and precision medicine. Overall design: 1.Single cell RNA seq for endothelial cells of zebrafish 2.Single cell RNA seq for GBM cells implanted in zebrafish brain | pubmed:35199829 | Smartseq2 AXL A3 endo Danio | GSM4432616 | tissue:endothelial cells|strain:flk:GFP|cell tye:endothelial cells | Smartseq2 AXL A3 endo Danio | ScRNA seq alignment process was completed by STAR 2.6.0a DESeq2 standard workflow Genome build: GRCz10 genome references for Zebrafish and GRCh38 genome references for human Supplementary files format and content: csv files with raw counts and FPKM | endothelial cells | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the 3’ scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | strain:flk:GFP|cell tye:endothelial cells | GSM4432616 | GSM4432616: Smartseq2 AXL A3 endo Danio; Danio rerio; RNA Seq | GSM4432616 | 1 | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the three prime scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | GEO Accession:GSM4432616 | RNA-Seq | TRANSCRIPTOMIC | cDNA | PAIRED | ILLUMINA | HiSeq X Ten | SRP254020 | AXL-A3_HHVK7CCXY_L3_1.clean.fq.gz AXL-A3_HHVK7CCXY_L3_2.clean.fq.gz | fastq fastq | 932495100.0 | 3108317.0 | GSM4432616 r1 | 0:150 1:150 | A:258055487;C:185801372;G:192600723;T:295985361;N:52157 | 150 | 150 | 258055487 | 185801372 | 192600723 | 295985361 | 52157 | SRX7998905 | SRS6376268 | SRA1059261 | GEO | Chen & Liu Lab, State Key Laboratory of Biotherapy, West China Hospital, Sihcuan University., Sichuan University | 2 | 0.91666 | 0.92212 | 0.7484 | 0.75372 | 0.94826 | 0.95018 | 0.50494 | 0.50846 | 150 | 150 | B | B | biological fallback assumption | illumina | hiseq_era | unknown | cdna_unspecified | unknown | sc | single_cell_plate | smartseq | China | 2020-03-25 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||
| 58577 | 58577 | SRR11420468 | SRX7998904 | SRS6376267 | SRP254020 | PRJNA615175 | A Zebrafish Based Orthotopic Glioblastoma Xenograft Model for Preclinical Drug Screening and Clinical Drug Sensitivity Prediction | GSE147526 | Other | A reliable animal model that can mimic the GBM intracranial infiltration and Blood brain barrier BBB interaction is necessary for effective therapeutics development. Here we report a zebrafish based orthotopic GBM xenograft model in which GBM cells from different species and even patients can robustly propagate and faithfully reproduce their histological characteristics. Single cell RNA seq indicates a transcriptomic adaption of GBM xenografts to infiltrative phenotype within the zebrafish brains. We also provide evidence that the BBB in zebrafish larva is molecularly and functionally intact and can interact with GBM cells in similar ways as in mammals which together enables this model to accurately identify BBB penetrating drugs. Using GBM patients' samples we further generate zebrafish patient derived orthotopic xenografts z PDOX and proof of concept experiments indicate the short term temozolomide response in z PDOX can predict the long term prognosis of corresponding GBM patients. These together illustrate the value of zebrafish GBM model in drug discovery and precision medicine. Overall design: 1.Single cell RNA seq for endothelial cells of zebrafish 2.Single cell RNA seq for GBM cells implanted in zebrafish brain | pubmed:35199829 | Smartseq2 AXL A2 endo Danio | GSM4432615 | tissue:endothelial cells|strain:flk:GFP|cell tye:endothelial cells | Smartseq2 AXL A2 endo Danio | ScRNA seq alignment process was completed by STAR 2.6.0a DESeq2 standard workflow Genome build: GRCz10 genome references for Zebrafish and GRCh38 genome references for human Supplementary files format and content: csv files with raw counts and FPKM | endothelial cells | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the 3’ scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | strain:flk:GFP|cell tye:endothelial cells | GSM4432615 | GSM4432615: Smartseq2 AXL A2 endo Danio; Danio rerio; RNA Seq | GSM4432615 | 1 | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the three prime scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | GEO Accession:GSM4432615 | RNA-Seq | TRANSCRIPTOMIC | cDNA | PAIRED | ILLUMINA | HiSeq X Ten | SRP254020 | AXL-A2_HHVK7CCXY_L3_1.clean.fq.gz AXL-A2_HHVK7CCXY_L3_2.clean.fq.gz | fastq fastq | 1474053600.0 | 4913512.0 | GSM4432615 r1 | 0:150 1:150 | A:409235463;C:294510014;G:304366926;T:465858337;N:82860 | 150 | 150 | 409235463 | 294510014 | 304366926 | 465858337 | 82860 | SRX7998904 | SRS6376267 | SRA1059261 | GEO | Chen & Liu Lab, State Key Laboratory of Biotherapy, West China Hospital, Sihcuan University., Sichuan University | 2 | 0.89481 | 0.90098 | 0.57187 | 0.57596 | 0.91045 | 0.91366 | 0.46573 | 0.46566 | 150 | 150 | B | B | biological fallback assumption | illumina | hiseq_era | unknown | cdna_unspecified | unknown | sc | single_cell_plate | smartseq | China | 2020-03-25 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||
| 58578 | 58578 | SRR11420467 | SRX7998903 | SRS6376266 | SRP254020 | PRJNA615175 | A Zebrafish Based Orthotopic Glioblastoma Xenograft Model for Preclinical Drug Screening and Clinical Drug Sensitivity Prediction | GSE147526 | Other | A reliable animal model that can mimic the GBM intracranial infiltration and Blood brain barrier BBB interaction is necessary for effective therapeutics development. Here we report a zebrafish based orthotopic GBM xenograft model in which GBM cells from different species and even patients can robustly propagate and faithfully reproduce their histological characteristics. Single cell RNA seq indicates a transcriptomic adaption of GBM xenografts to infiltrative phenotype within the zebrafish brains. We also provide evidence that the BBB in zebrafish larva is molecularly and functionally intact and can interact with GBM cells in similar ways as in mammals which together enables this model to accurately identify BBB penetrating drugs. Using GBM patients' samples we further generate zebrafish patient derived orthotopic xenografts z PDOX and proof of concept experiments indicate the short term temozolomide response in z PDOX can predict the long term prognosis of corresponding GBM patients. These together illustrate the value of zebrafish GBM model in drug discovery and precision medicine. Overall design: 1.Single cell RNA seq for endothelial cells of zebrafish 2.Single cell RNA seq for GBM cells implanted in zebrafish brain | pubmed:35199829 | Smartseq2 AXL A1 endo Danio | GSM4432614 | tissue:endothelial cells|strain:flk:GFP|cell tye:endothelial cells | Smartseq2 AXL A1 endo Danio | ScRNA seq alignment process was completed by STAR 2.6.0a DESeq2 standard workflow Genome build: GRCz10 genome references for Zebrafish and GRCh38 genome references for human Supplementary files format and content: csv files with raw counts and FPKM | endothelial cells | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the 3’ scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | strain:flk:GFP|cell tye:endothelial cells | GSM4432614 | GSM4432614: Smartseq2 AXL A1 endo Danio; Danio rerio; RNA Seq | GSM4432614 | 1 | 1. The flk:GFP zebrafish were used to obtain endothelial cells. Under the stereomicroscope the brains of the zebrafish larvae were isolated using tweezers. The brain and body of zebrafish were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Under the fluorescence stereomicroscope a single GFP expressing endothelial cell from cell suspension was sucked up by a borosilicate glass needle. 2. For GBM cells zebrafish were injected with GBM U251 mCherry cells and allowed to form widespread tumor invasion for xxx 5 days. At that point the brains of the zebrafish larvae were isolated using tweezers. Under the fluorescence stereomicroscope the core area and tumor invasion area of the glioma xenografts from the zebrafish brain were divided into two dishes and completely disaggregated using 1mg/ml papain and 1mg/ml DNase at 37°C for 30min. post digestion a single cell suspension was made by resuspending the cells in DMEM with 2% FBS. Simultaneously GBM U251 mCherry cells maintained in culture were trypsinized and resuspended in DMEM with 2% FBS. Single cells from cell suspension was sucked up into a vial containing lysis buffer by a borosilicate glass needle. Follwed by v2 protocol of chemistry of the three prime scRNA seq 10X genomics platform and modified SMART seq2 protocol based on published previously Fuchou Tang 2010. | GEO Accession:GSM4432614 | RNA-Seq | TRANSCRIPTOMIC | cDNA | PAIRED | ILLUMINA | HiSeq X Ten | SRP254020 | AXL-A1_HHVK7CCXY_L3_1.clean.fq.gz AXL-A1_HHVK7CCXY_L3_2.clean.fq.gz | fastq fastq | 1017985800.0 | 3393286.0 | GSM4432614 r1 | 0:150 1:150 | A:297904574;C:190252853;G:199665607;T:330106549;N:56217 | 150 | 150 | 297904574 | 190252853 | 199665607 | 330106549 | 56217 | SRX7998903 | SRS6376266 | SRA1059261 | GEO | Chen & Liu Lab, State Key Laboratory of Biotherapy, West China Hospital, Sihcuan University., Sichuan University | 2 | 0.82827 | 0.84942 | 0.55392 | 0.56701 | 0.89029 | 0.89394 | 0.61422 | 0.61422 | 150 | 150 | B | B | biological fallback assumption | illumina | hiseq_era | unknown | cdna_unspecified | unknown | sc | single_cell_plate | smartseq | China | 2020-03-25 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||
| 74899 | 74899 | SRR24112510 | SRX19911927 | SRS17265414 | SRP431649 | PRJNA953763 | Low input RNA seq of endothelial cells sorted from tail of zebrafish larvae | GSE229261 | Transcriptome Analysis | To characterize the mechanism by which AML derived extracellular vesiclesEV impaired the vascular architecture and function EV or PBS injected flk:GFP zebrafish larvae were used for sorting endothelial cells and performing RNA Seq. Vascular niches sustain hematopoietic stem and progenitor cells HSPC and are drastically remodeled in myeloid leukemia to support pathological progression. By utilizing the leukemia xenografted zebrafish model we identified that myeloid leukemia secreted extracellular vesicles EVs to impair HSPC proliferation survival and differentiation towards lymphoid/erythroid lineages. The leukemia EVs delivered arginase 1 into venous vasculature to deplete L arginine and cause NOS uncoupling which catalyzes production of ROS instead of NO. The oxidative stress caused endothelial cell loss vascular constriction and failure of secreting niche factors and supporting hematopoiesis. Our findings indicate that myeloid leukemia impaired the vascular function of supporting hematopoiesis by delivering arginase in EVs and arginase inhibition has the potential to improve normal hematopoiesis in myeloid leukemia. Overall design: Comparative gene expression profiling analysis of RNA seq data for endothelial cells sorted from tails of MV4 11 derived EV or PBS injected flk:GFP zebrafish larvae. | flk:GFP injected with MV4 11 derived Evs 3 | GSM7157754 | tissue:endothelial cells|cell type:endothelial cells|genotype:WT|treatment:injected with MV4 11 derived EVs sorting|geo loc name:missing|collection date:missing | flk:GFP injected with MV4 11 derived Evs 3 | post removing low quality reads and trimming the adaptor sequences by Trim Galore v0.5.0 Babraham Bioinformatics RNA Seq reads were aligned to zebrafish genome GRCz11 by Salmon v0.03.1 COMBINE lab with ENCODE options and genes were annotated by Ensembl database. For expression quantification the uniquely mapped reads were transformed to counts by Salmon and normalized to counts per million CPM or log2CPM+1 by edgeR v3.40.1 Bioconductor. The batch effect was removed by sva v3.46.0 Bioconductor. Three replicates of PBS or EV treated ECs were aligned by Principal ComponentAnalysis PCA and one replicate that was diverged from the other two was removed for the following analysis. Assembly: GRCz11 Supplementary files format and content: Zebrafish Raw Counts.tar with raw counts matrices | endothelial cells | Five hundred of Tgflk:GFP larvae were injected with PBS control or EVs and three replicates were prepared for each treatment. The larvae were then anesthetized at 24 h post injection hpi before cutting tails on ice. The tails were collected and gently triturated in 1.5 mL cold trypsin solution 0.5 g/L; T3924; Sigma with 1 000 μL pipette tip for 20 min. The dissociated cells were then filtered with a 70 μm filter BD Transduction Laboratories to remove the undissociated tissue and washed twice with cold PBS. Cells were then resuspended in 2.5 mL PBS and stained with 7 AAD 5 μg/mL BD Transduction Laboratories on ice for 30 min. About 1X10^5 GFP+ cells were sorted by FACS MoFlo XDP Beckman and total RNA was extracted with Trizol 15596 Invitrogen according to the manufacturer’s instructions. Low input RNA Seq was performed according to the published protocol with modifications . Briefly mRNAs were purified by VAHTS RNA Clean Beads N412 Vayzme in RNase free H2O with reverse transcription mix amplified for 15 cycles and reverse transcribed for cDNAs before purifying with VAHTS DNA Clean Beads N411 Vazyme. Enriched cDNA was quantified using Qubit dsDNA HS Assay Kit Q3285 Guangzhou IGE biotechnology ltd and verified by DNA gel electrophoresis 1.5 2 kb. Libraries were prepared by using TruePrep DNA library Prep Kit V2 for Illumina TD503 Vazyme and adaptor ligated DNAs 400 bp were selected by VAHTS DNA Clean Beads N411 Vazyme. Libraries were sequenced by using NovaSeq PE150 as 150 bp paired end. | cell type:endothelial cells|genotype:WT|treatment:injected with MV4 11 derived EVs sorting | GSM7157754 | GSM7157754: flk:GFP injected with MV4 11 derived Evs 3; Danio rerio; RNA Seq | GSM7157754 r1 | GSM7157754 | 1 | Five hundred of Tgflk:GFP larvae were injected with PBS control or EVs and three replicates were prepared for each treatment. The larvae were then anesthetized at 24 h post injection hpi before cutting tails on ice. The tails were collected and gently triturated in 1.5 mL cold trypsin solution 0.5 g/L; T3924; Sigma with 1 000 μL pipette tip for 20 min. The dissociated cells were then filtered with a 70 μm filter BD Transduction Laboratories to remove the undissociated tissue and washed twice with cold PBS. Cells were then resuspended in 2.5 mL PBS and stained with 7 AAD 5 μg/mL BD Transduction Laboratories on ice for 30 min. About 1X10^5 GFP+ cells were sorted by FACS MoFlo XDP Beckman and total RNA was extracted with Trizol 15596 Invitrogen according to the manufacturer's instructions. Low input RNA Seq was performed according to the published protocol with modifications . Briefly mRNAs were purified by VAHTS RNA Clean Beads N412 Vayzme in RNase free H2O with reverse transcription mix amplified for 15 cycles and reverse transcribed for cDNAs before purifying with VAHTS DNA Clean Beads N411 Vazyme. Enriched cDNA was quantified using Qubit dsDNA HS Assay Kit Q3285 Guangzhou IGE biotechnology ltd and verified by DNA gel electrophoresis 1.5 2 kb. Libraries were prepared by using TruePrep DNA library Prep Kit V2 for Illumina TD503 Vazyme and adaptor ligated DNAs 400 bp were selected by VAHTS DNA Clean Beads N411 Vazyme. Libraries were sequenced by using NovaSeq PE150 as 150 bp paired end. | RNA-Seq | TRANSCRIPTOMIC | cDNA | PAIRED | ILLUMINA | Illumina HiSeq 2500 | SRP431649 | loader:fastq load.py | EC-EVs-3_L4_Q803602.R1.fastq.gz EC-EVs-3_L4_Q803602.R2.fastq.gz | fastq fastq | 6010992300.0 | 20036641.0 | GSM7157754 r1 | 0:150 1:150 | A:1551150109;C:1411943134;G:1418582790;T:1629299477;N:16790 | 150 | 150 | 1551150109 | 1411943134 | 1418582790 | 1629299477 | 16790 | SRX19911927 | SRS17265414 | SRA1622779 | Jianglinjia Lab, SUN YAT-SEN MEMORIAL HOSPITAL | Jianglinjia Lab, SUN YAT-SEN MEMORIAL HOSPITAL | 2 | 0.91791 | 0.92553 | 0.05853 | 0.05906 | 0.82609 | 0.82509 | 0.59566 | 0.59001 | 150 | 150 | B | B | biological fallback assumption | illumina | hiseq_era | unknown | poly_a | unknown | bulk | unknown | unknown | China | 2023-04-09 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||
| 74900 | 74900 | SRR24112511 | SRX19911926 | SRS17265413 | SRP431649 | PRJNA953763 | Low input RNA seq of endothelial cells sorted from tail of zebrafish larvae | GSE229261 | Transcriptome Analysis | To characterize the mechanism by which AML derived extracellular vesiclesEV impaired the vascular architecture and function EV or PBS injected flk:GFP zebrafish larvae were used for sorting endothelial cells and performing RNA Seq. Vascular niches sustain hematopoietic stem and progenitor cells HSPC and are drastically remodeled in myeloid leukemia to support pathological progression. By utilizing the leukemia xenografted zebrafish model we identified that myeloid leukemia secreted extracellular vesicles EVs to impair HSPC proliferation survival and differentiation towards lymphoid/erythroid lineages. The leukemia EVs delivered arginase 1 into venous vasculature to deplete L arginine and cause NOS uncoupling which catalyzes production of ROS instead of NO. The oxidative stress caused endothelial cell loss vascular constriction and failure of secreting niche factors and supporting hematopoiesis. Our findings indicate that myeloid leukemia impaired the vascular function of supporting hematopoiesis by delivering arginase in EVs and arginase inhibition has the potential to improve normal hematopoiesis in myeloid leukemia. Overall design: Comparative gene expression profiling analysis of RNA seq data for endothelial cells sorted from tails of MV4 11 derived EV or PBS injected flk:GFP zebrafish larvae. | flk:GFP injected with MV4 11 derived Evs 2 | GSM7157753 | tissue:endothelial cells|cell type:endothelial cells|genotype:WT|treatment:injected with MV4 11 derived EVs sorting|geo loc name:missing|collection date:missing | flk:GFP injected with MV4 11 derived Evs 2 | post removing low quality reads and trimming the adaptor sequences by Trim Galore v0.5.0 Babraham Bioinformatics RNA Seq reads were aligned to zebrafish genome GRCz11 by Salmon v0.03.1 COMBINE lab with ENCODE options and genes were annotated by Ensembl database. For expression quantification the uniquely mapped reads were transformed to counts by Salmon and normalized to counts per million CPM or log2CPM+1 by edgeR v3.40.1 Bioconductor. The batch effect was removed by sva v3.46.0 Bioconductor. Three replicates of PBS or EV treated ECs were aligned by Principal ComponentAnalysis PCA and one replicate that was diverged from the other two was removed for the following analysis. Assembly: GRCz11 Supplementary files format and content: Zebrafish Raw Counts.tar with raw counts matrices | endothelial cells | Five hundred of Tgflk:GFP larvae were injected with PBS control or EVs and three replicates were prepared for each treatment. The larvae were then anesthetized at 24 h post injection hpi before cutting tails on ice. The tails were collected and gently triturated in 1.5 mL cold trypsin solution 0.5 g/L; T3924; Sigma with 1 000 μL pipette tip for 20 min. The dissociated cells were then filtered with a 70 μm filter BD Transduction Laboratories to remove the undissociated tissue and washed twice with cold PBS. Cells were then resuspended in 2.5 mL PBS and stained with 7 AAD 5 μg/mL BD Transduction Laboratories on ice for 30 min. About 1X10^5 GFP+ cells were sorted by FACS MoFlo XDP Beckman and total RNA was extracted with Trizol 15596 Invitrogen according to the manufacturer’s instructions. Low input RNA Seq was performed according to the published protocol with modifications . Briefly mRNAs were purified by VAHTS RNA Clean Beads N412 Vayzme in RNase free H2O with reverse transcription mix amplified for 15 cycles and reverse transcribed for cDNAs before purifying with VAHTS DNA Clean Beads N411 Vazyme. Enriched cDNA was quantified using Qubit dsDNA HS Assay Kit Q3285 Guangzhou IGE biotechnology ltd and verified by DNA gel electrophoresis 1.5 2 kb. Libraries were prepared by using TruePrep DNA library Prep Kit V2 for Illumina TD503 Vazyme and adaptor ligated DNAs 400 bp were selected by VAHTS DNA Clean Beads N411 Vazyme. Libraries were sequenced by using NovaSeq PE150 as 150 bp paired end. | cell type:endothelial cells|genotype:WT|treatment:injected with MV4 11 derived EVs sorting | GSM7157753 | GSM7157753: flk:GFP injected with MV4 11 derived Evs 2; Danio rerio; RNA Seq | GSM7157753 r1 | GSM7157753 | 1 | Five hundred of Tgflk:GFP larvae were injected with PBS control or EVs and three replicates were prepared for each treatment. The larvae were then anesthetized at 24 h post injection hpi before cutting tails on ice. The tails were collected and gently triturated in 1.5 mL cold trypsin solution 0.5 g/L; T3924; Sigma with 1 000 μL pipette tip for 20 min. The dissociated cells were then filtered with a 70 μm filter BD Transduction Laboratories to remove the undissociated tissue and washed twice with cold PBS. Cells were then resuspended in 2.5 mL PBS and stained with 7 AAD 5 μg/mL BD Transduction Laboratories on ice for 30 min. About 1X10^5 GFP+ cells were sorted by FACS MoFlo XDP Beckman and total RNA was extracted with Trizol 15596 Invitrogen according to the manufacturer's instructions. Low input RNA Seq was performed according to the published protocol with modifications . Briefly mRNAs were purified by VAHTS RNA Clean Beads N412 Vayzme in RNase free H2O with reverse transcription mix amplified for 15 cycles and reverse transcribed for cDNAs before purifying with VAHTS DNA Clean Beads N411 Vazyme. Enriched cDNA was quantified using Qubit dsDNA HS Assay Kit Q3285 Guangzhou IGE biotechnology ltd and verified by DNA gel electrophoresis 1.5 2 kb. Libraries were prepared by using TruePrep DNA library Prep Kit V2 for Illumina TD503 Vazyme and adaptor ligated DNAs 400 bp were selected by VAHTS DNA Clean Beads N411 Vazyme. Libraries were sequenced by using NovaSeq PE150 as 150 bp paired end. | RNA-Seq | TRANSCRIPTOMIC | cDNA | PAIRED | ILLUMINA | Illumina HiSeq 2500 | SRP431649 | loader:fastq load.py | EC-EVs-2_L4_Q802602.R1.fastq.gz EC-EVs-2_L4_Q802602.R2.fastq.gz | fastq fastq | 3675908400.0 | 12253028.0 | GSM7157753 r1 | 0:150 1:150 | A:931683447;C:903366506;G:833017525;T:1007830319;N:10603 | 150 | 150 | 931683447 | 903366506 | 833017525 | 1007830319 | 10603 | SRX19911926 | SRS17265413 | SRA1622779 | Jianglinjia Lab, SUN YAT-SEN MEMORIAL HOSPITAL | Jianglinjia Lab, SUN YAT-SEN MEMORIAL HOSPITAL | 2 | 0.95122 | 0.95594 | 0.04379 | 0.04429 | 0.79655 | 0.79543 | 0.52293 | 0.52953 | 150 | 150 | B | B | biological fallback assumption | illumina | hiseq_era | unknown | poly_a | unknown | bulk | unknown | unknown | China | 2023-04-09 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||
| 74901 | 74901 | SRR24112512 | SRX19911925 | SRS17265412 | SRP431649 | PRJNA953763 | Low input RNA seq of endothelial cells sorted from tail of zebrafish larvae | GSE229261 | Transcriptome Analysis | To characterize the mechanism by which AML derived extracellular vesiclesEV impaired the vascular architecture and function EV or PBS injected flk:GFP zebrafish larvae were used for sorting endothelial cells and performing RNA Seq. Vascular niches sustain hematopoietic stem and progenitor cells HSPC and are drastically remodeled in myeloid leukemia to support pathological progression. By utilizing the leukemia xenografted zebrafish model we identified that myeloid leukemia secreted extracellular vesicles EVs to impair HSPC proliferation survival and differentiation towards lymphoid/erythroid lineages. The leukemia EVs delivered arginase 1 into venous vasculature to deplete L arginine and cause NOS uncoupling which catalyzes production of ROS instead of NO. The oxidative stress caused endothelial cell loss vascular constriction and failure of secreting niche factors and supporting hematopoiesis. Our findings indicate that myeloid leukemia impaired the vascular function of supporting hematopoiesis by delivering arginase in EVs and arginase inhibition has the potential to improve normal hematopoiesis in myeloid leukemia. Overall design: Comparative gene expression profiling analysis of RNA seq data for endothelial cells sorted from tails of MV4 11 derived EV or PBS injected flk:GFP zebrafish larvae. | flk:GFP injected with MV4 11 derived Evs 1 | GSM7157752 | tissue:endothelial cells|cell type:endothelial cells|genotype:WT|treatment:injected with MV4 11 derived EVs sorting|geo loc name:missing|collection date:missing | flk:GFP injected with MV4 11 derived Evs 1 | post removing low quality reads and trimming the adaptor sequences by Trim Galore v0.5.0 Babraham Bioinformatics RNA Seq reads were aligned to zebrafish genome GRCz11 by Salmon v0.03.1 COMBINE lab with ENCODE options and genes were annotated by Ensembl database. For expression quantification the uniquely mapped reads were transformed to counts by Salmon and normalized to counts per million CPM or log2CPM+1 by edgeR v3.40.1 Bioconductor. The batch effect was removed by sva v3.46.0 Bioconductor. Three replicates of PBS or EV treated ECs were aligned by Principal ComponentAnalysis PCA and one replicate that was diverged from the other two was removed for the following analysis. Assembly: GRCz11 Supplementary files format and content: Zebrafish Raw Counts.tar with raw counts matrices | endothelial cells | Five hundred of Tgflk:GFP larvae were injected with PBS control or EVs and three replicates were prepared for each treatment. The larvae were then anesthetized at 24 h post injection hpi before cutting tails on ice. The tails were collected and gently triturated in 1.5 mL cold trypsin solution 0.5 g/L; T3924; Sigma with 1 000 μL pipette tip for 20 min. The dissociated cells were then filtered with a 70 μm filter BD Transduction Laboratories to remove the undissociated tissue and washed twice with cold PBS. Cells were then resuspended in 2.5 mL PBS and stained with 7 AAD 5 μg/mL BD Transduction Laboratories on ice for 30 min. About 1X10^5 GFP+ cells were sorted by FACS MoFlo XDP Beckman and total RNA was extracted with Trizol 15596 Invitrogen according to the manufacturer’s instructions. Low input RNA Seq was performed according to the published protocol with modifications . Briefly mRNAs were purified by VAHTS RNA Clean Beads N412 Vayzme in RNase free H2O with reverse transcription mix amplified for 15 cycles and reverse transcribed for cDNAs before purifying with VAHTS DNA Clean Beads N411 Vazyme. Enriched cDNA was quantified using Qubit dsDNA HS Assay Kit Q3285 Guangzhou IGE biotechnology ltd and verified by DNA gel electrophoresis 1.5 2 kb. Libraries were prepared by using TruePrep DNA library Prep Kit V2 for Illumina TD503 Vazyme and adaptor ligated DNAs 400 bp were selected by VAHTS DNA Clean Beads N411 Vazyme. Libraries were sequenced by using NovaSeq PE150 as 150 bp paired end. | cell type:endothelial cells|genotype:WT|treatment:injected with MV4 11 derived EVs sorting | GSM7157752 | GSM7157752: flk:GFP injected with MV4 11 derived Evs 1; Danio rerio; RNA Seq | GSM7157752 r1 | GSM7157752 | 1 | Five hundred of Tgflk:GFP larvae were injected with PBS control or EVs and three replicates were prepared for each treatment. The larvae were then anesthetized at 24 h post injection hpi before cutting tails on ice. The tails were collected and gently triturated in 1.5 mL cold trypsin solution 0.5 g/L; T3924; Sigma with 1 000 μL pipette tip for 20 min. The dissociated cells were then filtered with a 70 μm filter BD Transduction Laboratories to remove the undissociated tissue and washed twice with cold PBS. Cells were then resuspended in 2.5 mL PBS and stained with 7 AAD 5 μg/mL BD Transduction Laboratories on ice for 30 min. About 1X10^5 GFP+ cells were sorted by FACS MoFlo XDP Beckman and total RNA was extracted with Trizol 15596 Invitrogen according to the manufacturer's instructions. Low input RNA Seq was performed according to the published protocol with modifications . Briefly mRNAs were purified by VAHTS RNA Clean Beads N412 Vayzme in RNase free H2O with reverse transcription mix amplified for 15 cycles and reverse transcribed for cDNAs before purifying with VAHTS DNA Clean Beads N411 Vazyme. Enriched cDNA was quantified using Qubit dsDNA HS Assay Kit Q3285 Guangzhou IGE biotechnology ltd and verified by DNA gel electrophoresis 1.5 2 kb. Libraries were prepared by using TruePrep DNA library Prep Kit V2 for Illumina TD503 Vazyme and adaptor ligated DNAs 400 bp were selected by VAHTS DNA Clean Beads N411 Vazyme. Libraries were sequenced by using NovaSeq PE150 as 150 bp paired end. | RNA-Seq | TRANSCRIPTOMIC | cDNA | PAIRED | ILLUMINA | Illumina HiSeq 2500 | SRP431649 | loader:fastq load.py | EC-EVs-1_L4_Q801602.R1.fastq.gz EC-EVs-1_L4_Q801602.R2.fastq.gz | fastq fastq | 4820555400.0 | 16068518.0 | GSM7157752 r1 | 0:150 1:150 | A:1275378736;C:1124561736;G:1042716939;T:1377884919;N:13070 | 150 | 150 | 1275378736 | 1124561736 | 1042716939 | 1377884919 | 13070 | SRX19911925 | SRS17265412 | SRA1622779 | Jianglinjia Lab, SUN YAT-SEN MEMORIAL HOSPITAL | Jianglinjia Lab, SUN YAT-SEN MEMORIAL HOSPITAL | 2 | 0.94253 | 0.94901 | 0.05444 | 0.05513 | 0.79608 | 0.79476 | 0.55764 | 0.55254 | 150 | 150 | B | B | biological fallback assumption | illumina | hiseq_era | unknown | poly_a | unknown | bulk | unknown | unknown | China | 2023-04-09 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||
| 74902 | 74902 | SRR24112513 | SRX19911924 | SRS17265411 | SRP431649 | PRJNA953763 | Low input RNA seq of endothelial cells sorted from tail of zebrafish larvae | GSE229261 | Transcriptome Analysis | To characterize the mechanism by which AML derived extracellular vesiclesEV impaired the vascular architecture and function EV or PBS injected flk:GFP zebrafish larvae were used for sorting endothelial cells and performing RNA Seq. Vascular niches sustain hematopoietic stem and progenitor cells HSPC and are drastically remodeled in myeloid leukemia to support pathological progression. By utilizing the leukemia xenografted zebrafish model we identified that myeloid leukemia secreted extracellular vesicles EVs to impair HSPC proliferation survival and differentiation towards lymphoid/erythroid lineages. The leukemia EVs delivered arginase 1 into venous vasculature to deplete L arginine and cause NOS uncoupling which catalyzes production of ROS instead of NO. The oxidative stress caused endothelial cell loss vascular constriction and failure of secreting niche factors and supporting hematopoiesis. Our findings indicate that myeloid leukemia impaired the vascular function of supporting hematopoiesis by delivering arginase in EVs and arginase inhibition has the potential to improve normal hematopoiesis in myeloid leukemia. Overall design: Comparative gene expression profiling analysis of RNA seq data for endothelial cells sorted from tails of MV4 11 derived EV or PBS injected flk:GFP zebrafish larvae. | flk:GFP injected with PBS 3 | GSM7157751 | tissue:endothelial cells|cell type:endothelial cells|genotype:WT|treatment:injected with PBS sorting|geo loc name:missing|collection date:missing | flk:GFP injected with PBS 3 | post removing low quality reads and trimming the adaptor sequences by Trim Galore v0.5.0 Babraham Bioinformatics RNA Seq reads were aligned to zebrafish genome GRCz11 by Salmon v0.03.1 COMBINE lab with ENCODE options and genes were annotated by Ensembl database. For expression quantification the uniquely mapped reads were transformed to counts by Salmon and normalized to counts per million CPM or log2CPM+1 by edgeR v3.40.1 Bioconductor. The batch effect was removed by sva v3.46.0 Bioconductor. Three replicates of PBS or EV treated ECs were aligned by Principal ComponentAnalysis PCA and one replicate that was diverged from the other two was removed for the following analysis. Assembly: GRCz11 Supplementary files format and content: Zebrafish Raw Counts.tar with raw counts matrices | endothelial cells | Five hundred of Tgflk:GFP larvae were injected with PBS control or EVs and three replicates were prepared for each treatment. The larvae were then anesthetized at 24 h post injection hpi before cutting tails on ice. The tails were collected and gently triturated in 1.5 mL cold trypsin solution 0.5 g/L; T3924; Sigma with 1 000 μL pipette tip for 20 min. The dissociated cells were then filtered with a 70 μm filter BD Transduction Laboratories to remove the undissociated tissue and washed twice with cold PBS. Cells were then resuspended in 2.5 mL PBS and stained with 7 AAD 5 μg/mL BD Transduction Laboratories on ice for 30 min. About 1X10^5 GFP+ cells were sorted by FACS MoFlo XDP Beckman and total RNA was extracted with Trizol 15596 Invitrogen according to the manufacturer’s instructions. Low input RNA Seq was performed according to the published protocol with modifications . Briefly mRNAs were purified by VAHTS RNA Clean Beads N412 Vayzme in RNase free H2O with reverse transcription mix amplified for 15 cycles and reverse transcribed for cDNAs before purifying with VAHTS DNA Clean Beads N411 Vazyme. Enriched cDNA was quantified using Qubit dsDNA HS Assay Kit Q3285 Guangzhou IGE biotechnology ltd and verified by DNA gel electrophoresis 1.5 2 kb. Libraries were prepared by using TruePrep DNA library Prep Kit V2 for Illumina TD503 Vazyme and adaptor ligated DNAs 400 bp were selected by VAHTS DNA Clean Beads N411 Vazyme. Libraries were sequenced by using NovaSeq PE150 as 150 bp paired end. | cell type:endothelial cells|genotype:WT|treatment:injected with PBS sorting | GSM7157751 | GSM7157751: flk:GFP injected with PBS 3; Danio rerio; RNA Seq | GSM7157751 r1 | GSM7157751 | 1 | Five hundred of Tgflk:GFP larvae were injected with PBS control or EVs and three replicates were prepared for each treatment. The larvae were then anesthetized at 24 h post injection hpi before cutting tails on ice. The tails were collected and gently triturated in 1.5 mL cold trypsin solution 0.5 g/L; T3924; Sigma with 1 000 μL pipette tip for 20 min. The dissociated cells were then filtered with a 70 μm filter BD Transduction Laboratories to remove the undissociated tissue and washed twice with cold PBS. Cells were then resuspended in 2.5 mL PBS and stained with 7 AAD 5 μg/mL BD Transduction Laboratories on ice for 30 min. About 1X10^5 GFP+ cells were sorted by FACS MoFlo XDP Beckman and total RNA was extracted with Trizol 15596 Invitrogen according to the manufacturer's instructions. Low input RNA Seq was performed according to the published protocol with modifications . Briefly mRNAs were purified by VAHTS RNA Clean Beads N412 Vayzme in RNase free H2O with reverse transcription mix amplified for 15 cycles and reverse transcribed for cDNAs before purifying with VAHTS DNA Clean Beads N411 Vazyme. Enriched cDNA was quantified using Qubit dsDNA HS Assay Kit Q3285 Guangzhou IGE biotechnology ltd and verified by DNA gel electrophoresis 1.5 2 kb. Libraries were prepared by using TruePrep DNA library Prep Kit V2 for Illumina TD503 Vazyme and adaptor ligated DNAs 400 bp were selected by VAHTS DNA Clean Beads N411 Vazyme. Libraries were sequenced by using NovaSeq PE150 as 150 bp paired end. | RNA-Seq | TRANSCRIPTOMIC | cDNA | PAIRED | ILLUMINA | Illumina HiSeq 2500 | SRP431649 | loader:fastq load.py | EC-Ctrl-3_L1_Q803601.R1.fastq.gz EC-Ctrl-3_L1_Q803601.R2.fastq.gz | fastq fastq | 7876493100.0 | 26254977.0 | GSM7157751 r1 | 0:150 1:150 | A:2089536762;C:1833918006;G:1831681778;T:2121319352;N:37202 | 150 | 150 | 2089536762 | 1833918006 | 1831681778 | 2121319352 | 37202 | SRX19911924 | SRS17265411 | SRA1622779 | Jianglinjia Lab, SUN YAT-SEN MEMORIAL HOSPITAL | Jianglinjia Lab, SUN YAT-SEN MEMORIAL HOSPITAL | 2 | 0.92206 | 0.92521 | 0.10775 | 0.10806 | 0.83577 | 0.8356 | 0.62745 | 0.62603 | 150 | 150 | B | B | biological fallback assumption | illumina | hiseq_era | unknown | poly_a | unknown | bulk | unknown | unknown | China | 2023-04-09 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||
| 74903 | 74903 | SRR24112514 | SRX19911923 | SRS17265409 | SRP431649 | PRJNA953763 | Low input RNA seq of endothelial cells sorted from tail of zebrafish larvae | GSE229261 | Transcriptome Analysis | To characterize the mechanism by which AML derived extracellular vesiclesEV impaired the vascular architecture and function EV or PBS injected flk:GFP zebrafish larvae were used for sorting endothelial cells and performing RNA Seq. Vascular niches sustain hematopoietic stem and progenitor cells HSPC and are drastically remodeled in myeloid leukemia to support pathological progression. By utilizing the leukemia xenografted zebrafish model we identified that myeloid leukemia secreted extracellular vesicles EVs to impair HSPC proliferation survival and differentiation towards lymphoid/erythroid lineages. The leukemia EVs delivered arginase 1 into venous vasculature to deplete L arginine and cause NOS uncoupling which catalyzes production of ROS instead of NO. The oxidative stress caused endothelial cell loss vascular constriction and failure of secreting niche factors and supporting hematopoiesis. Our findings indicate that myeloid leukemia impaired the vascular function of supporting hematopoiesis by delivering arginase in EVs and arginase inhibition has the potential to improve normal hematopoiesis in myeloid leukemia. Overall design: Comparative gene expression profiling analysis of RNA seq data for endothelial cells sorted from tails of MV4 11 derived EV or PBS injected flk:GFP zebrafish larvae. | flk:GFP injected with PBS 2 | GSM7157750 | tissue:endothelial cells|cell type:endothelial cells|genotype:WT|treatment:injected with PBS sorting|geo loc name:missing|collection date:missing | flk:GFP injected with PBS 2 | post removing low quality reads and trimming the adaptor sequences by Trim Galore v0.5.0 Babraham Bioinformatics RNA Seq reads were aligned to zebrafish genome GRCz11 by Salmon v0.03.1 COMBINE lab with ENCODE options and genes were annotated by Ensembl database. For expression quantification the uniquely mapped reads were transformed to counts by Salmon and normalized to counts per million CPM or log2CPM+1 by edgeR v3.40.1 Bioconductor. The batch effect was removed by sva v3.46.0 Bioconductor. Three replicates of PBS or EV treated ECs were aligned by Principal ComponentAnalysis PCA and one replicate that was diverged from the other two was removed for the following analysis. Assembly: GRCz11 Supplementary files format and content: Zebrafish Raw Counts.tar with raw counts matrices | endothelial cells | Five hundred of Tgflk:GFP larvae were injected with PBS control or EVs and three replicates were prepared for each treatment. The larvae were then anesthetized at 24 h post injection hpi before cutting tails on ice. The tails were collected and gently triturated in 1.5 mL cold trypsin solution 0.5 g/L; T3924; Sigma with 1 000 μL pipette tip for 20 min. The dissociated cells were then filtered with a 70 μm filter BD Transduction Laboratories to remove the undissociated tissue and washed twice with cold PBS. Cells were then resuspended in 2.5 mL PBS and stained with 7 AAD 5 μg/mL BD Transduction Laboratories on ice for 30 min. About 1X10^5 GFP+ cells were sorted by FACS MoFlo XDP Beckman and total RNA was extracted with Trizol 15596 Invitrogen according to the manufacturer’s instructions. Low input RNA Seq was performed according to the published protocol with modifications . Briefly mRNAs were purified by VAHTS RNA Clean Beads N412 Vayzme in RNase free H2O with reverse transcription mix amplified for 15 cycles and reverse transcribed for cDNAs before purifying with VAHTS DNA Clean Beads N411 Vazyme. Enriched cDNA was quantified using Qubit dsDNA HS Assay Kit Q3285 Guangzhou IGE biotechnology ltd and verified by DNA gel electrophoresis 1.5 2 kb. Libraries were prepared by using TruePrep DNA library Prep Kit V2 for Illumina TD503 Vazyme and adaptor ligated DNAs 400 bp were selected by VAHTS DNA Clean Beads N411 Vazyme. Libraries were sequenced by using NovaSeq PE150 as 150 bp paired end. | cell type:endothelial cells|genotype:WT|treatment:injected with PBS sorting | GSM7157750 | GSM7157750: flk:GFP injected with PBS 2; Danio rerio; RNA Seq | GSM7157750 r1 | GSM7157750 | 1 | Five hundred of Tgflk:GFP larvae were injected with PBS control or EVs and three replicates were prepared for each treatment. The larvae were then anesthetized at 24 h post injection hpi before cutting tails on ice. The tails were collected and gently triturated in 1.5 mL cold trypsin solution 0.5 g/L; T3924; Sigma with 1 000 μL pipette tip for 20 min. The dissociated cells were then filtered with a 70 μm filter BD Transduction Laboratories to remove the undissociated tissue and washed twice with cold PBS. Cells were then resuspended in 2.5 mL PBS and stained with 7 AAD 5 μg/mL BD Transduction Laboratories on ice for 30 min. About 1X10^5 GFP+ cells were sorted by FACS MoFlo XDP Beckman and total RNA was extracted with Trizol 15596 Invitrogen according to the manufacturer's instructions. Low input RNA Seq was performed according to the published protocol with modifications . Briefly mRNAs were purified by VAHTS RNA Clean Beads N412 Vayzme in RNase free H2O with reverse transcription mix amplified for 15 cycles and reverse transcribed for cDNAs before purifying with VAHTS DNA Clean Beads N411 Vazyme. Enriched cDNA was quantified using Qubit dsDNA HS Assay Kit Q3285 Guangzhou IGE biotechnology ltd and verified by DNA gel electrophoresis 1.5 2 kb. Libraries were prepared by using TruePrep DNA library Prep Kit V2 for Illumina TD503 Vazyme and adaptor ligated DNAs 400 bp were selected by VAHTS DNA Clean Beads N411 Vazyme. Libraries were sequenced by using NovaSeq PE150 as 150 bp paired end. | RNA-Seq | TRANSCRIPTOMIC | cDNA | PAIRED | ILLUMINA | Illumina HiSeq 2500 | SRP431649 | loader:fastq load.py | EC-Ctrl-2_L1_Q802601.R1.fastq.gz EC-Ctrl-2_L1_Q802601.R2.fastq.gz | fastq fastq | 5854627800.0 | 19515426.0 | GSM7157750 r1 | 0:150 1:150 | A:1445169159;C:1483296417;G:1424223070;T:1501912158;N:26996 | 150 | 150 | 1445169159 | 1483296417 | 1424223070 | 1501912158 | 26996 | SRX19911923 | SRS17265409 | SRA1622779 | Jianglinjia Lab, SUN YAT-SEN MEMORIAL HOSPITAL | Jianglinjia Lab, SUN YAT-SEN MEMORIAL HOSPITAL | 2 | 0.96858 | 0.96892 | 0.01876 | 0.01871 | 0.83031 | 0.82923 | 0.49748 | 0.5099 | 150 | 150 | B | B | biological fallback assumption | illumina | hiseq_era | unknown | poly_a | unknown | bulk | unknown | unknown | China | 2023-04-09 | Larval | Larval | Endothelium | Cardiovascular System | ||||||||||||
| 74904 | 74904 | SRR24112515 | SRX19911922 | SRS17265410 | SRP431649 | PRJNA953763 | Low input RNA seq of endothelial cells sorted from tail of zebrafish larvae | GSE229261 | Transcriptome Analysis | To characterize the mechanism by which AML derived extracellular vesiclesEV impaired the vascular architecture and function EV or PBS injected flk:GFP zebrafish larvae were used for sorting endothelial cells and performing RNA Seq. Vascular niches sustain hematopoietic stem and progenitor cells HSPC and are drastically remodeled in myeloid leukemia to support pathological progression. By utilizing the leukemia xenografted zebrafish model we identified that myeloid leukemia secreted extracellular vesicles EVs to impair HSPC proliferation survival and differentiation towards lymphoid/erythroid lineages. The leukemia EVs delivered arginase 1 into venous vasculature to deplete L arginine and cause NOS uncoupling which catalyzes production of ROS instead of NO. The oxidative stress caused endothelial cell loss vascular constriction and failure of secreting niche factors and supporting hematopoiesis. Our findings indicate that myeloid leukemia impaired the vascular function of supporting hematopoiesis by delivering arginase in EVs and arginase inhibition has the potential to improve normal hematopoiesis in myeloid leukemia. Overall design: Comparative gene expression profiling analysis of RNA seq data for endothelial cells sorted from tails of MV4 11 derived EV or PBS injected flk:GFP zebrafish larvae. | flk:GFP injected with PBS 1 | GSM7157749 | tissue:endothelial cells|cell type:endothelial cells|genotype:WT|treatment:injected with PBS sorting|geo loc name:missing|collection date:missing | flk:GFP injected with PBS 1 | post removing low quality reads and trimming the adaptor sequences by Trim Galore v0.5.0 Babraham Bioinformatics RNA Seq reads were aligned to zebrafish genome GRCz11 by Salmon v0.03.1 COMBINE lab with ENCODE options and genes were annotated by Ensembl database. For expression quantification the uniquely mapped reads were transformed to counts by Salmon and normalized to counts per million CPM or log2CPM+1 by edgeR v3.40.1 Bioconductor. The batch effect was removed by sva v3.46.0 Bioconductor. Three replicates of PBS or EV treated ECs were aligned by Principal ComponentAnalysis PCA and one replicate that was diverged from the other two was removed for the following analysis. Assembly: GRCz11 Supplementary files format and content: Zebrafish Raw Counts.tar with raw counts matrices | endothelial cells | Five hundred of Tgflk:GFP larvae were injected with PBS control or EVs and three replicates were prepared for each treatment. The larvae were then anesthetized at 24 h post injection hpi before cutting tails on ice. The tails were collected and gently triturated in 1.5 mL cold trypsin solution 0.5 g/L; T3924; Sigma with 1 000 μL pipette tip for 20 min. The dissociated cells were then filtered with a 70 μm filter BD Transduction Laboratories to remove the undissociated tissue and washed twice with cold PBS. Cells were then resuspended in 2.5 mL PBS and stained with 7 AAD 5 μg/mL BD Transduction Laboratories on ice for 30 min. About 1X10^5 GFP+ cells were sorted by FACS MoFlo XDP Beckman and total RNA was extracted with Trizol 15596 Invitrogen according to the manufacturer’s instructions. Low input RNA Seq was performed according to the published protocol with modifications . Briefly mRNAs were purified by VAHTS RNA Clean Beads N412 Vayzme in RNase free H2O with reverse transcription mix amplified for 15 cycles and reverse transcribed for cDNAs before purifying with VAHTS DNA Clean Beads N411 Vazyme. Enriched cDNA was quantified using Qubit dsDNA HS Assay Kit Q3285 Guangzhou IGE biotechnology ltd and verified by DNA gel electrophoresis 1.5 2 kb. Libraries were prepared by using TruePrep DNA library Prep Kit V2 for Illumina TD503 Vazyme and adaptor ligated DNAs 400 bp were selected by VAHTS DNA Clean Beads N411 Vazyme. Libraries were sequenced by using NovaSeq PE150 as 150 bp paired end. | cell type:endothelial cells|genotype:WT|treatment:injected with PBS sorting | GSM7157749 | GSM7157749: flk:GFP injected with PBS 1; Danio rerio; RNA Seq | GSM7157749 r1 | GSM7157749 | 1 | Five hundred of Tgflk:GFP larvae were injected with PBS control or EVs and three replicates were prepared for each treatment. The larvae were then anesthetized at 24 h post injection hpi before cutting tails on ice. The tails were collected and gently triturated in 1.5 mL cold trypsin solution 0.5 g/L; T3924; Sigma with 1 000 μL pipette tip for 20 min. The dissociated cells were then filtered with a 70 μm filter BD Transduction Laboratories to remove the undissociated tissue and washed twice with cold PBS. Cells were then resuspended in 2.5 mL PBS and stained with 7 AAD 5 μg/mL BD Transduction Laboratories on ice for 30 min. About 1X10^5 GFP+ cells were sorted by FACS MoFlo XDP Beckman and total RNA was extracted with Trizol 15596 Invitrogen according to the manufacturer's instructions. Low input RNA Seq was performed according to the published protocol with modifications . Briefly mRNAs were purified by VAHTS RNA Clean Beads N412 Vayzme in RNase free H2O with reverse transcription mix amplified for 15 cycles and reverse transcribed for cDNAs before purifying with VAHTS DNA Clean Beads N411 Vazyme. Enriched cDNA was quantified using Qubit dsDNA HS Assay Kit Q3285 Guangzhou IGE biotechnology ltd and verified by DNA gel electrophoresis 1.5 2 kb. Libraries were prepared by using TruePrep DNA library Prep Kit V2 for Illumina TD503 Vazyme and adaptor ligated DNAs 400 bp were selected by VAHTS DNA Clean Beads N411 Vazyme. Libraries were sequenced by using NovaSeq PE150 as 150 bp paired end. | RNA-Seq | TRANSCRIPTOMIC | cDNA | PAIRED | ILLUMINA | Illumina HiSeq 2500 | SRP431649 | loader:fastq load.py | EC-Ctrl-1_L1_Q801601.R1.fastq.gz EC-Ctrl-1_L1_Q801601.R2.fastq.gz | fastq fastq | 8619243000.0 | 28730810.0 | GSM7157749 r1 | 0:150 1:150 | A:2216862162;C:2063188245;G:2036562936;T:2302587656;N:42001 | 150 | 150 | 2216862162 | 2063188245 | 2036562936 | 2302587656 | 42001 | SRX19911922 | SRS17265410 | SRA1622779 | Jianglinjia Lab, SUN YAT-SEN MEMORIAL HOSPITAL | Jianglinjia Lab, SUN YAT-SEN MEMORIAL HOSPITAL | 2 | 0.94822 | 0.94707 | 0.05974 | 0.05972 | 0.8015 | 0.8006 | 0.53046 | 0.52886 | 150 | 150 | B | B | biological fallback assumption | illumina | hiseq_era | unknown | poly_a | unknown | bulk | unknown | unknown | China | 2023-04-09 | Larval | Larval | Endothelium | Cardiovascular System |
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CREATE TABLE run_metadata("run.accession" VARCHAR, "experiment.accession" VARCHAR, "sample.accession" VARCHAR, "study.accession" VARCHAR, bioproject VARCHAR, "study.title" VARCHAR, "study.alias" VARCHAR, "study.type" VARCHAR, "study.abstract" VARCHAR, "study.attributes" VARCHAR, "study.PMIDs" VARCHAR, "sample.description" VARCHAR, "sample.title" VARCHAR, "sample.alias" VARCHAR, "sample.centername" VARCHAR, "sample.attributes" VARCHAR, "GEOsample.title" VARCHAR, "GEOsample.dataprocessing" VARCHAR, "GEOsample.source" VARCHAR, "GEOsample.treatmentprotocol" VARCHAR, "GEOsample.extractprotocol" VARCHAR, "GEOsample.growthprotocol" VARCHAR, "GEOsample.characteristics" VARCHAR, "GEOsample.accession" VARCHAR, "experiment.title" VARCHAR, "experiment.alias" VARCHAR, "experiment.library_name" VARCHAR, "experiment.design_description" VARCHAR, "experiment.library_construction_protocol" VARCHAR, "experiment.attributes" VARCHAR, "experiment.library_strategy" VARCHAR, "experiment.library_source" VARCHAR, "experiment.library_selection" VARCHAR, "experiment.library_layout" VARCHAR, "experiment.platform" VARCHAR, "experiment.instrument_model" VARCHAR, "experiment.spot_descriptor" VARCHAR, "experiment.study_ref" VARCHAR, "run.title" VARCHAR, "run.attributes" VARCHAR, "run.filename" VARCHAR, "run.semantic_name" VARCHAR, "run.total_bases" DOUBLE, "run.total_spots" DOUBLE, "run.alias" VARCHAR, "run.read_lengths" VARCHAR, "run.base_counts" VARCHAR, "run.r1_length" BIGINT, "run.r2_length" BIGINT, "run.r3_length" BIGINT, "run.r4_length" BIGINT, "run.Acount" BIGINT, "run.Ccount" BIGINT, "run.Gcount" BIGINT, "run.Tcount" BIGINT, "run.Ncount" BIGINT, "run.experiment" VARCHAR, "run.pool_member" VARCHAR, "submission.accession" VARCHAR, "submission.srasource" VARCHAR, "submission.bioprojectsource" VARCHAR, "seqdetective.n_mates" BIGINT, "seqdetective.mapping_rate.mate1" DOUBLE, "seqdetective.mapping_rate.mate2" DOUBLE, "seqdetective.nofeature_rate.mate1" DOUBLE, "seqdetective.nofeature_rate.mate2" DOUBLE, "seqdetective.sparsity.mate1" DOUBLE, "seqdetective.sparsity.mate2" DOUBLE, "seqdetective.pos_strand_rate.mate1" DOUBLE, "seqdetective.pos_strand_rate.mate2" DOUBLE, "seqdetective.readlen.mate1" BIGINT, "seqdetective.readlen.mate2" BIGINT, "seqdetective.judgement.mate1" VARCHAR, "seqdetective.judgement.mate2" VARCHAR, "seqdetective.judgement.reason" VARCHAR, platform_family VARCHAR, instrument_generation VARCHAR, read_bias VARCHAR, selection_class VARCHAR, prep_kit VARCHAR, sc_or_bulk VARCHAR, tech_class VARCHAR, technology VARCHAR, tech_variant VARCHAR, "submission.bioprojectsource.country" VARCHAR, earliest_date DATE, devstage_curation VARCHAR, devstage_curation_coarse VARCHAR, tissue_curation VARCHAR, tissue_curation_coarse VARCHAR);;
CREATE INDEX idx_run_bioproject ON run_metadata(bioproject);;
CREATE INDEX idx_run_run_accession ON run_metadata("run.accession");;