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Bioinformatics Pipeline for Transcriptome Sequencing Analysis
- Source :
- Enhancer RNAs-Methods and Protocols, Enhancer RNAs-Methods and Protocols, 1468, Editions Springer, pp.E1-E1, 2017, Methods in Molecular Biology, 978-1-4939-4035-6. ⟨10.1007/978-1-4939-4035-6⟩, Enhancer RNAs : Methods and Protocols, Enhancer RNAs : Methods and Protocols, 1468 (Chapter 14), Humana Press Inc., 2017, Methods in Molecular Biology, 978-1-4939-4033-2. ⟨10.1007/978-1-4939-4035-6_14⟩, Methods in Molecular Biology ISBN: 9781493940332
- Publication Year :
- 2017
- Publisher :
- HAL CCSD, 2017.
-
Abstract
- International audience; The development of High Throughput Sequencing (HTS) for RNA profiling (RNA-seq) has shed light on the diversity of transcriptomes. While RNA-seq is becoming a de facto standard for monitoring the population of expressed transcripts in a given condition at a specific time, processing the huge amount of data it generates requires dedicated bioinformatics programs. Here, we describe a standard bioinformatics protocol using state-of-the-art tools, the STAR mapper to align reads onto a reference genome, Cufflinks to reconstruct the transcriptome, and RSEM to quantify expression levels of genes and transcripts. We present the workflow using human transcriptome sequencing data from two biological replicates of the K562 cell line produced as part of the ENCODE3 project.
- Subjects :
- 0301 basic medicine
reconstruction
[SDV]Life Sciences [q-bio]
Population
RNA-Seq
Biology
transcriptome sequencing
Bioinformatics
DNA sequencing
Transcriptome
03 medical and health sciences
expression
read
[INFO]Computer Science [cs]
protocol
education
Illumina dye sequencing
gencode
ComputingMilieux_MISCELLANEOUS
education.field_of_study
[SDV.GEN]Life Sciences [q-bio]/Genetics
rna-seq data
Gene expression profiling
[SDV.GEN.GA]Life Sciences [q-bio]/Genetics/Animal genetics
030104 developmental biology
rna-seq
Reference genome
De facto standard
bioinformatic workflow
Subjects
Details
- Language :
- English
- ISBN :
- 978-1-4939-4035-6
978-1-4939-4033-2 - ISBNs :
- 9781493940356 and 9781493940332
- Database :
- OpenAIRE
- Journal :
- Enhancer RNAs-Methods and Protocols, Enhancer RNAs-Methods and Protocols, 1468, Editions Springer, pp.E1-E1, 2017, Methods in Molecular Biology, 978-1-4939-4035-6. ⟨10.1007/978-1-4939-4035-6⟩, Enhancer RNAs : Methods and Protocols, Enhancer RNAs : Methods and Protocols, 1468 (Chapter 14), Humana Press Inc., 2017, Methods in Molecular Biology, 978-1-4939-4033-2. ⟨10.1007/978-1-4939-4035-6_14⟩, Methods in Molecular Biology ISBN: 9781493940332
- Accession number :
- edsair.doi.dedup.....2087a48b2c9dfb7ebe39b17bc25770bc
- Full Text :
- https://doi.org/10.1007/978-1-4939-4035-6⟩