Analysis of human mitochondrial genome co-occurrence networks of Asian population at varying altitudes

Abstract

Finding mechanisms behind high altitude adaptation in humans at the Tibetan plateau has been a subject of evolutionary research. Mitochondrial DNA (mt-DNA) variations have been established as one of the key players in understanding the biological mechanisms at the basis of adaptation to these extreme conditions. To explore cumulative effects and dynamics of the variations in mitochondrial genome at varying altitudes, we investigated human mt-DNA sequences from NCBI database at different altitudes by employing co-occurrence motifs framework. We constructed co-occurrence motifs by taking into account variable sites for each altitude group. Analysis of the co-occurrence motifs using similarity clustering revealed a clear distinction between a lower and a higher altitude region. In addition, the previously known high altitude markers 3394 and 7697 (which are definitive sites of haplogroup M9a1a1c1b) were found to co-occur within their own gene complexes indicating the impact of intra-genic constraint on co-evolution of nucleotides. Furthermore, an ancestral marker 10398 was found to co-occur only at higher altitudes supporting the fact that a separate root of colonization at these altitudes might have taken place. Overall, our analysis revealed the presence of co-occurrence motifs at a whole mitochondrial genome level. This study, combined with the classical haplogroups analysis is useful in understanding role of co-occurrence of mitochondrial variations in high altitude adaptation. Discriminating Altitude GroupsAccording to the dataset, there is no unique correspondence between haplogroups and altitude groups. Therefore, we investigated the dergee of difference between altitude groups referring to the whole set of mt-DNA variable sites. This was achieved employing the formal machine learning Random Forest binary classification for each group pair, treating variable mt-DNA sites 2/13 10/13

Variability of the mitochondrial genome in young Yakut patients with breast cancer

“…В табл. 2 также не включен вариант m.10398A>G, согласно данным литературы, этот вариант ассоциирован с РМЖ, однако информация противоречива [31].…”