In summary, we demonstrated that ALDH1A1 facilitates the production of RA, which activates the transcription of POLQ via binding to the RAR at the RARE in the promoter region of the POLQ gene, thereby enhancing MMEJ and leading to PARPi resistance in HR-deficient ovarian cancer cells. This evidence concerns the gene ALDH1A1 and ovarian carcinoma.