<HashMap><database>biostudies-arrayexpress</database><scores/><additional><submitter>Kohei Kumegawa</submitter><organism>Homo sapiens</organism><full_dataset_link>https://www.ebi.ac.uk/biostudies/studies/E-MTAB-16244</full_dataset_link><description>RNA-seq of colorectal cancer PDOs treated with AMG510 and control.</description><repository>biostudies-arrayexpress</repository><sample_protocol>Nucleic Acid Extraction - Total RNA was extracted using an RNeasy mini kit (Qiagen) and quantified using 2100 Expert Bioanalyzer software (Agilent).</sample_protocol><sample_protocol>Sequencing - Sequencing of 150 bp paired-end reads was performed using the Illumina NovaSeq6000 system (Illumina).</sample_protocol><sample_protocol>Sample Collection - Patient derived organoids were treated with 100 nM AMG510 for 24 h.</sample_protocol><sample_protocol>Library Construction - RNA-seq analysis was outsourced to Macrogen Japan Corp. (Tokyo, Japan). Following the manufacturer’s instructions, total RNA with an RIN>7 was used to generate a barcode-labeled library using an Illumina TruSeq Stranded mRNA LT Sample Prep Kit (Illumina).</sample_protocol><figure_sub>Organization</figure_sub><figure_sub>MINSEQE Score</figure_sub><figure_sub>Assays and Data</figure_sub><figure_sub>Processed Data</figure_sub><figure_sub>MAGE-TAB Files</figure_sub><data_protocol>Data Transformation - Salmon was used for quantifying transcript abundance from RNA-seq reads. Tximport package was used to import transcript-level abundances and summarizes abundances, counts, and transcript length s to gene-level matrix (https://github.com/thelovelab/tximport). Gene enrichment analysis was performed using the fgsea package with nperm=1000 97 (https://bioconductor.org/packages/release/bioc/html/fgsea.html). Tidy format gene sets were retrieved using msigdbr package (https://cran.r-project.org/web/packages/msigdbr/vignettes/msigdbr-intro.html), and the rnk file was generated using wilcoxauc function in presto package (https://rdrr.io/github/immunogenomics/presto/man/wilcoxauc.html).</data_protocol><omics_type>Unknown</omics_type><omics_type>Transcriptomics</omics_type><omics_type>Genomics</omics_type><omics_type>Proteomics</omics_type><instrument_platform>Illumina NovaSeq 6000</instrument_platform><study_type>RNA-seq of coding RNA</study_type><species>Homo sapiens</species><pubmed_authors>Kohei Kumegawa</pubmed_authors></additional><is_claimable>false</is_claimable><name>RNA-seq of PDOs treated with AMG510</name><description>RNA-seq of colorectal cancer PDOs treated with AMG510 and control.</description><dates><release>2025-11-22T00:00:00Z</release><modification>2025-11-22T11:14:30.44Z</modification><creation>2025-11-21T10:17:46.366Z</creation></dates><accession>E-MTAB-16244</accession><cross_references><ENA>ERP185461</ENA><EFO>EFO_0002944</EFO><EFO>EFO_0004170</EFO><EFO>EFO_0005518</EFO><EFO>EFO_0003816</EFO><EFO>EFO_0003738</EFO><EFO>EFO_0004184</EFO></cross_references></HashMap>