Processing and Analysis of RNA-seq Data from Public Resources
- PMID: 33606253
- DOI: 10.1007/978-1-0716-1103-6_4
Processing and Analysis of RNA-seq Data from Public Resources
Abstract
Advances in next generation sequencing (NGS) technologies resulted in a broad array of large-scale gene expression studies and an unprecedented volume of whole messenger RNA (mRNA) sequencing data, or the transcriptome (also known as RNA sequencing, or RNA-seq). These include the Genotype Tissue Expression project (GTEx) and The Cancer Genome Atlas (TCGA), among others. Here we cover some of the commonly used datasets, provide an overview on how to begin the analysis pipeline, and how to explore and interpret the data provided by these publicly available resources.
Keywords: Databases; Differential expression analysis; GTEx; Genomics; NGS; RNA sequencing; RNA-seq; TCGA.
References
-
- Schena M, Shalon D, Davis RW, Brown PO (1995) Quantitative monitoring of gene expression patterns with a complementary DNA microarray. Science 270:467. https://doi.org/10.1126/science.270.5235.467 - DOI - PubMed
-
- Clark TA, Sugnet CW, Ares M (2002) Genomewide analysis of mRNA processing in yeast using splicing-specific microarrays. Science 296:907. https://doi.org/10.1126/science.1069415 - DOI - PubMed
-
- Yamada K, Lim J, Dale JM et al (2003) Empirical analysis of transcriptional activity in the arabidopsis genome. Science 302:842. https://doi.org/10.1126/science.1088305 - DOI - PubMed
-
- Cheng J, Kapranov P, Drenkow J et al (2005) Transcriptional maps of 10 human chromosomes at 5-nucleotide resolution. Science 308:1149. https://doi.org/10.1126/science.1108625 - DOI - PubMed
-
- David L, Huber W, Granovskaia M et al (2006) A high-resolution map of transcription in the yeast genome. Proc Natl Acad Sci U S A 103:5320. https://doi.org/10.1073/pnas.0601091103 - DOI - PubMed - PMC
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