Zhuang et al. found that pyrroline-5-carboxylate reductase (PYCR3) regulated mitochondrial gene expression by influencing mtDNA-CN, and its increased expression in triple-negative breast cancer (TNBC) predicted poor prognosis. Here, PYCR3 is linked to triple-negative breast carcinoma.