Notably, SIRT4 plays a pivotal role in the suppression of tumorigenesis across a spectrum of cancer types (such as colorectal cancer, breast cancer, prostate cancer, etc.), consistent with its low expression levels in these tumors. This evidence concerns the gene SIRT4 and breast cancer.