“…Finally, it may be instructive to note that much of the long-standing and continued confusion in Pungitius systematics and taxonomy may be traced back to heavy emphasis on osteological and armour (e.g., pelvis structures, spine numbers, lateral plate numbers and presence or absence of keel) traits, as well coloration, as diagnostic characters of this group (Keivany & Nelson, 2000, 2004Mattern, 2006;Takahashi & Goto, 2001). These are all traits known to have a fairly simple genetic basis in stickleback fishes (Colosimo et al, 2005;Miller et al, 2007;Shapiro et al, 2009), and are subject to recurrent losses and gains in the course of evolution (e.g., Aldenhoven et al, 2010;Kitano et al, 2008;Klepaker et al, 2013;Wang et al, 2015;Xie et al, 2019). Hence, this together with our findings suggests that the praxis of designating species in this genus solely on the basis of phenotypic variability (e.g., Shedko et al, 2005) is not biologically sound.…”