MitochondrionSystems BiologyPeer-reviewed journal article
Impact of modular mitochondrial epistatic interactions on the evolution of human subpopulations
Pramod S. ShindeiD, Harry J. WhitwelliD, Rahul Kumar VermaiD, Mikhail IvanchenkoiD, Alexey A. ZaikiniD, Sarika JalaniD
Abstract
Investigation of human mitochondrial (mt) genome variation has been shown to provide insights to the human history and natural selection. By analyzing 24,167 human mt-genome samples, collected for five continents, we have developed a co-mutation network model to investigate characteristic human evolutionary patterns. The analysis highlighted richer co-mutating regions of the mt-genome, suggesting the presence of epistasis. Specifically, a large portion of COX genes was found to co-mutate in Asian and American populations, whereas, in African, European, and Oceanic populations, there was greater co-mutation bias in hypervariable regions. Interestingly, this study demonstrated hierarchical modularity as a crucial agent for these co-mutation networks. More profoundly, our ancestry-based co-mutation module analyses showed that mutations cluster preferentially in known mitochondrial haplogroups. Contemporary human mt-genome nucleotides most closely resembled the ancestral state, and very few of them were found to be ancestral-variants. Overall, these results demonstrated that subpopulation-based biases may favor mitochondrial gene specific epistasis.
- organism: human
- assay: DNA methylation
- assay: whole-genome sequencing
- research focus: gene regulatory network inference
- research focus: clustering
- research focus: differential expression
- approach: statistical model
- Citations
- 3
- FWCI
- 0.28
- Field percentile
- 49th percentile
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