PLoS ONE · 2013 · 29 citations · 22 references
Life SciencesBioinformaticsGeneticsGenomic Data AnalysisGenomic SelectionGenomicsAnimal GenomicsBioinformatics For BreedingFunctional GenomicsHaplotype AnalysisCausal Effects Of Genetic VariantsFunctional Annotation Of GenesGene Ontology AnalysisGene Ontology AnnotationGene Ontology EnrichmentPositive SelectionPositive Selection MarkersSignals
Selective signatures in whole genome can help us understand the mechanisms of selection and target causal variants for breeding program. In present study, we performed Extended Haplotype Homozygosity (EHH) tests to identify significant core regions harboring such signals in Chinese Holstein, and then verified the biological significance of these identified regions based on commonly-used bioinformatics analyses. Results showed a total of 125 significant regions in entire genome containing some of important functional genes such as LEP, ABCG2, CSN1S1, CSN3 and TNF based on the Gene Ontology database. Some of these annotated genes involved in the core regions overlapped with those identified in our previous GWAS as well as those involved in a recently constructed candidate gene database for cattle, further indicating these genes under positive selection maybe underlie milk production traits and other important traits in Chinese Holstein. Furthermore, in the enrichment analyses for the second level GO terms and pathways, we observed some significant terms over represented in these identified regions as compared to the entire bovine genome. This indicates that some functional genes associated with milk production traits, as reflected by GO terms, could be clustered in core regions, which provided promising evidence for the exploitability of the core regions identified by EHH tests. Findings in our study could help detect functional candidate genes under positive selection for further genetic and breeding research in Chinese Holstein.
22
A Map of Recent Positive Selection in the Human Genome
Benjamin F. Voight, Sridhar Kudaravalli, Xiaoquan Wen et al. · PLoS Biology · 2006 · 3.1K citations · Full text
Detecting recent positive selection in the human genome from haplotype structure
Pardis C. Sabeti, David Reich, John M. Higgins et al. · Nature · 2002 · 2.2K citations
Interrogating a High-Density SNP Map for Signatures of Natural Selection
Joshua M. Akey, Ge Zhang, Kun Zhang et al. · Genome Research · 2002 · 1K citations · Full text