Accurate detection of differential expression and splicing using low-level features
: Suomi Tomi, Elo Laura L
: Wajapeyee Narendra, Gupta Romi
: 1
Publisher: HUMANA PRESS INC, 999 RIVERVIEW DR, STE 208, TOTOWA, NJ 07512-1165 USA
: New York
: 2017
: Methods in Molecular Biology
: Eukaryotic transcriptional and post-transcriptional gene expression regulation
: EUKARYOTIC TRANSCRIPTIONAL AND POST-TRANSCRIPTIONAL GENE EXPRESSION REGULATION
: METHODS MOL BIOL
: Methods in Molecular Biology
: 1507
: 141
: 151
: 11
: 978-1-4939-6516-8
: 978-1-4939-6518-2
: 1064-3745
DOI: https://doi.org/10.1007/978-1-4939-6518-2_11(external)
Gene expression can be quantified in high throughput using microarray technology. Here we describe how to accurately detect differential expression and splicing using a probe-level expression change averaging (PECA) method. PECA is available as an R package from Bioconductor (https://www.bioconductor.org), and it supports multiple operating systems.