In all three discovery analyses, in addition to loci mapping to established BMI and obesity loci, we identified PIGZ and C3orf38, two putative novel loci in the thin vs control analysis, that reached conventional genome-wide significance (GWS) (p≤5x10-8) (S5–S7 Tables, Fig 2). Here, C3orf38 is linked to Obesity.