During different geographical evolutions, Phrynocephalus lizards on the QTP selected distinct mutation pathways combing convergent and species-specific mutations at β2 13, 20, 21 and 23 based on the structural properties of 20-22 position on the β chain and the epistatic effects of the four mutations at β2 globin.