Conclusions: Our findings elucidate the role of the “melatonin-BMAL1-ALDH3A1” axis in combating breast cancer, offering a new direction for treatment and laying the groundwork for developing precision chronotherapy-based combination regimens. The gene discussed is ALDH3A1; the disease is breast cancer.