[ged] paper for next week journal club
preeyano at msu.edu
preeyano at msu.edu
Tue Oct 2 22:22:55 PDT 2012
Hi, guys
I'm presenting this paper next week, Monday 2pm.
http://nar.oxfordjournals.org/content/early/2012/03/28/nar.gks280.full
Identification of allele-specific alternative mRNA processing via
transcriptome sequencing.
Abstract
Establishing the functional roles of genetic variants remains a
significant challenge in the post-genomic era. Here, we present a
method, allele-specific alternative mRNA processing (ASARP), to
identify genetically influenced mRNA processing events using
transcriptome sequencing (RNA-Seq) data. The method examines RNA-Seq
data at both single-nucleotide and whole-gene/isoform levels to
identify allele-specific expression (ASE) and existence of
allele-specific regulation of mRNA processing. We applied the methods
to data obtained from the human glioblastoma cell line U87MG and
primary breast cancer tissues and found that 26?45% of all genes with
sufficient read coverage demonstrated ASE, with significant overlap
between the two cell types. Our methods predicted potential mechanisms
underlying ASE due to regulations affecting either whole-gene-level
expression or alternative mRNA processing, including alternative
splicing, alternative polyadenylation and alternative transcriptional
initiation. Allele-specific alternative splicing and alternative
polyadenylation may explain ASE in hundreds of genes in each cell
type. Reporter studies following these predictions identified the
causal single nucleotide variants (SNVs) for several allele-specific
alternative splicing events. Finally, many genes identified in our
study were also reported as disease/phenotype-associated genes in
genome-wide association studies. Future applications of our approach
may provide ample insights for a better understanding of the genetic
basis of gene regulation underlying phenotypic diversity and disease
mechanisms.
More information about the ged-jclub
mailing list