Scientific ReportsBioinformaticsPeer-reviewed journal article
Role of mitochondrial genetic interactions in determining adaptation to high altitude in human population around the globe
Rahul Kumar VermaiD, Alena KalyakulinaiD, Ankit MishraiD, Mikhail IvanchenkoiD, Sarika JalaniD
Abstract
Physiological and haplogroup studies performed to understand high-altitude adaptation in humans are limited to individual genes and polymorphic sites. Due to stochastic evolutionary forces, the frequency of a polymorphism is affected by changes in the frequency of a near-by polymorphism on the same DNA sample making them connected in terms of evolution. Here, first we provide a method to model these mitochondrial polymorphisms as "co-mutation networks" for three high-altitude populations, Tibetan, Ethiopian and Andean. Then, by transforming these co-mutation networks into weighted and undirected gene-gene interaction (GGI) networks, we were able to identify functionally enriched genetic interactions of CYB and CO3 genes in Tibetan and Andean populations, while NADH dehydrogenase genes in Ethiopian population playing a significant role in high altitude adaptation. These co-mutation based genetic networks provide insights into the role of different set of genes in high-altitude adaptation human sub-populations.
- organism: human
- assay: DNA methylation
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 7
- FWCI
- 0.75
- Field percentile
- top 34%
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