Abstract Background: Cyclin dependent kinase 7 (CDK7) is an attractive target for anticancer drugs due to its dual roles, cell cycle regulation and gene transcription/RNA processing. We synthesized UD-017, a small-molecule, highly selective, orally active CDK7 inhibitor with a novel chemotype. In this study, we characterized anticancer activities of UD-017 in vitro and in vivo using patient-derived (PD) cancer cells. Methods: We first evaluated an antiproliferative activity of UD-017 broadly in a panel of cancer cell assay including patient-derived 3-dimensional tumor clonogenic assay. To verify the potential of c-Myc expression as a biomarker, we investigated the correlation between c-Myc expression levels and anticancer activity in vitro and in vivo using a colorectal cancer cell. In the main part, anticancer efficacy of UD-017 was investigated in vivo in PD-xenograft (PDX) models using representative PD cancer cells. Results: In antiproliferative panel assays using over 100 cancer cell lines, UD-017 broadly inhibited a wide range of cancer cells from colon, breast, lung, kidney, blood, pancreas, osteosarcoma, sarcoma and urinary bladder cancers. Especially, UD-017 showed high sensitivity in solid tumor such as non-small cell lung cancer (NSCLC), small cell lung cancer (SCLC), gastric, osteosarcoma and sarcoma cells with IC50s of 10-200 nM. UD-017 showed a good correlation of c-Myc expression levels with antiproliferative activity using colorectal cancer cells in vitro, and UD-017 reduced the intratumoral MYC mRNA levels by an administration at 100 mg/kg in a HCT-116 xenograft model in mice. In PDX models, UD-017 showed strong inhibition and even regression of tumor growth, and the tumors were almost disappeared on day 14 without body weight loss in non-small cell lung cancer (LXFL1121). In a pleuramesothelioma (PXF541) PDX model, UD-017 also showed regressive effect, and in gastric cancer (GXA3067) and sarcoma (SXFS117) PDX models, UD-017 completely inhibited the tumor growth. Conclusions: We propose UD-017 as a novel type of anticancer drug that shows complete antitumor responses in patient-derived xenograft models of diverse cancer types. c-Myc expression in cancer cells may be a biomarker for the antitumor effect of UD-017. These data support the rationale for further advancing towards clinical development. Citation Format: Takashi Matsushita, Sayaka Ogi, Kazuhiro Onuma, Hidetoshi Sunamoto, Ayumi Ogawa, Toru Hasegawa, Yasunori Tokunaga, Yasuhiro Aga, Shigeru Ushiyama. UD-017, a novel highly selective and orally active CDK7 inhibitor, shows a significant anticancer activity in patient-derived cancers [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 4835.