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Published on: November 12, 2012
Gene co-expression network connectivity is an important determinant of selective constraint
Niklas Mähler1,2, Jing Wang3,4, Barbara K Terebieniec2
1Department of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Ås, Norway.
Natural variation in gene expression in Populus tremula is shaped by purifying selection. Gene expression Quantitative Trait Loci (eQTLs) and network connectivity reveal how selection maintains genetic diversity.
Area of Science:
- Genomics
- Population Genetics
- Systems Biology
Background:
- Few studies explore genetic architecture of gene expression in natural, outbreeding populations.
- Biological networks are often scale-free, offering resilience to mutations.
- The interplay between selection, gene expression variation, and network structure is understudied.
Purpose of the Study:
- Investigate the genetic architecture of natural gene expression variation in Populus tremula.
- Examine the relationship between gene expression, co-expression network topology, and selection.
- Determine the role of selection in shaping gene expression variation in natural populations.
Main Methods:
- RNA-Sequencing to profile gene expression in Populus tremula winter buds.
- Expression Quantitative Trait Locus (eQTL) mapping to identify genetic associations.
- Co-expression network inference and analysis of network topology and selection signatures.
Main Results:
- Identified 164,290 significant eQTLs linking 6,241 genes (eGenes) to 147,419 SNPs (eSNPs).
- Local eQTLs were more frequent and had larger effect sizes than distant eQTLs, primarily in regulatory regions.
- eGenes were underrepresented in network hubs and enriched in the periphery; higher connectivity correlated with stronger purifying selection.
Conclusions:
- Purifying selection is a key driver of the genetic architecture of natural gene expression variation in Populus tremula.
- Network connectivity is associated with the strength of purifying selection, influencing gene expression regulation.
- Integrated genetic and genomic analyses provide insights into the evolution of gene expression in natural populations.
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