PARP1 and cancer: Through integrated phytochemical, biological, and computational analyses, we demonstrated that these compounds exhibit strong predicted binding affinities to critical cancer-related proteins including androgen receptor (AR), PARP1, and PI3Kγ, providing a molecular basis for observed antiproliferative effects.