Obesity amplifies the genetic risk of HTN in Chinese children, revealing significant gene-environment interactions for ATP2B1, CSK, CYP17A1, STK39, and MTHFR. Here, MTHFR is linked to obesity due to melanocortin 4 receptor deficiency.