Rethinking the Neutral Baseline: How iKa/Ks Upends Five Decades of Evolutionary Genetics
For more than half a century, the ratio of non-synonymous to synonymous substitution rates, widely known as Ka/Ks or dN/dS, has served as the foundational ruler of molecular evolution. Developed on the assumption that silent mutations do not alter protein structures and are therefore invisible to natural selection, Ks was treated as an unconstrained metronome of background genetic drift. If a gene accumulated non-synonymous changes faster than synonymous ones (Ka/Ks greater than 1), scientists inferred positive adaptive selection. If non-synonymous changes were suppressed relative to synonymous ones (Ka/Ks less than 1), it signaled purifying selection preserving protein architecture. Thousands of comparative genomics studies, disease gene discoveries, and phylogenetic trees have been constructed upon this binary logic. However, a groundbreaking model introduced by Jiachen Ye, Qinghua Cui, and their research team, titled iKa/Ks: estimating the selection pressure and evolutio...