PCs, principal components. aUsing the full GRM, KIBS on all individuals. The PVE is in between the full narrow-sense heritability and the heritability due to measured SNPs. bCovariates including sex, age (continuous), concentration of water arsenic (quartiles), genotyping batch, BMI, and smoking status. cTwenty principal components as additional covariates to minimize inflation in significance testing caused by population stratification. dUsing a modified GRM, with KIBS set as 0 if KIBS < 0.05 (i.e., ignoring distant relationships); this approximates the KIBD for all individuals. The PVE corresponds to the full narrow-sense heritability. After eliminating close relative pairs from the data set (KIBS > 0.05), our sample size was too small (n = 1, 338) to generate a non-zero heritability estimate using GCTA. |