Causes and Consequences of genetic background effects illuminated by integrative genomic analysis
Abstract
The phenotypic consequences of individual mutations are modulated by the wild
type genetic background in which they occur.Although such background dependence
is widely observed, we do not know whether general patterns across species and
traits exist, nor about the mechanisms underlying it. We also lack knowledge on
how mutations interact with genetic background to influence gene expression,
and how this in turn mediates mutant phenotypes. Furthermore, how genetic
background influences patterns of epistasis remains unclear. To investigate the
genetic basis and genomic consequences of genetic background dependence of the
scallopedE3 allele on the Drosophila melanogaster wing, we generated multiple
novel genome level datasets from a mapping by introgression experiment and a
tagged RNA gene expression dataset. In addition we used whole genome
re-sequencing of the parental lines two commonly used laboratory strains to
predict polymorphic transcription factor binding sites for SD. We integrated
these data with previously published genomic datasets from expression
microarrays and a modifier mutation screen. By searching for genes showing a
congruent signal across multiple datasets, we were able to identify a robust
set of candidate loci contributing to the background dependent effects of
mutations in sd. We also show that the majority of background-dependent
modifiers previously reported are caused by higher-order epistasis, not
quantitative non-complementation. These findings provide a useful foundation
for more detailed investigations of genetic background dependence in this
system, and this approach is likely to prove useful in exploring the genetic
basis of other traits as well.