Contrary to expectations, ALDH2 deficiency did not significantly heighten AF susceptibility in obesity; instead, the activation of the Nrf2/HO-1 pathway suggests an adaptive mechanism. The gene discussed is ALDH2; the disease is obesity due to melanocortin 4 receptor deficiency.