For their investigation into the genome of Yakut people, the scholars did not focus on the search for individual genetic variants capable of altering, on their own, the expression of a particular biological trait, but instead investigated the evolution of complex adaptive traits.
"These biological traits are modulated by the synergistic action of a very large number of genetic variants across multiple genes, each of which individually has a negligible impact but proves important when combined with the effect of the others", says Giulia Ferraretti, the study’s first author. "Adaptations made possible by a polygenic mechanism of this kind are evolved by populations over much faster timescales than those mediated by individual mutations, and it is therefore hypothesised that they may have played a key role during the process by which our species dispersed across the planet".
Using different analysis methods, including machine-learning algorithms, the researchers were able to identify certain combinations of genetic variants peculiar to the Yakut population (in addition to others shared with Russian populations), capable of positively regulating physiological functions associated with exposure to cold.
The results show that these polygenic mechanisms have modified, for example, the metabolic pathways activated by thyroid hormone and insulin signalling, the differentiation of brown adipose tissue, and the use of lipid metabolism products in thermogenesis processes: all of these functions are linked to the regulation of energy metabolism and heat production.