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Q–Q plots were drawn by plotting observed 
values against expected quantiles in 
distribution with df = 1 based on Williams’ extra-binomial model (EB1). The triangles in the charts stand for the SNPs with extremely large 
values beyond the boundary shown in vertical axis
