To address this gap, our study aimed to examine the association of two polymorphisms—PD1 (rs36084323) and MTNR1B (rs10830963)—with breast cancer risk in the Bangladeshi population, where genetic data on breast cancer susceptibility remain limited. This evidence concerns the gene MTNR1B and breast carcinoma.