Taken together, these findings suggested that BDH1 might be a useful novel biomarker and therapeutic target for lung cancer metastases, and that PARP1‐mediated AMPK‐mTOR signalling pathway played a critical role in BDH1‐induced autophagy, proliferation and metastases. This evidence concerns the gene BDH1 and lung cancer.