Notably, the recessive model of PD1 (GG vs. AG + AA) exhibited a lower OR (0.2873) compared to the corresponding recessive model of MTNR1B (2.307), suggesting that PD1 GG may play a more crucial role in breast cancer prevention. Here, PDCD1 is linked to breast cancer.