Research on the epidemiological links between IQ motif family genes (IQUB, IQCN, IQCH) and male infertility, while establishing initial genotype-phenotype correlations, is constrained by significant limitations that affect the generalizability and depth of conclusions for each gene. Here, IQUB is linked to male infertility.