As outlined in Table S3, the risk factor PC2 for obesity status was primarily explained by MCNP, MCOP, and MCPP, while the protective factor PC1 was predominantly explained by MECPP, MBP, MEHHP, MEHP, and MEOHP. Here, MBP is linked to obesity due to melanocortin 4 receptor deficiency.