QQ and Manhattan plots of genome-wide association studies for loneliness in EA-only subjects using the imputed SNPs, calculated by mixed regression models with adjustments for age, gender, and marital status. (a, b) Linear mixed model (n=7556); (c, d) multivariate mixed model (n=7556), and (e, f) case/control mixed model (n=5228).