Structural Feature Analyzation Strategies toward Discovery of Orally Bioavailable PROTACs of Bruton’s Tyrosine Kinase for the Treatment of Lymphoma
Authors:
- 7 June 2022
- journal article
- research article
- Published by American Chemical Society (ACS) in Journal of Medicinal Chemistry
- Vol. 65 (13) , 9096-9125
Abstract
Bruton's tyrosine kinase proteolysis-targeting chimeras (BTK-PROTACs) have emerged as a promising approach to address the limitations of BTK inhibitors. However, conducting the rational discovery of orally bioavailable BTK-PROTACs presents significant challenges. In this study, dimensionality reduction analysis and model molecule validation were utilized to identify some key structural features for improving the oral absorption of BTK-PROTACs. The results were applied to optimize the newly discovered BTK-PROTACs B1 and B2. Compound C13 was discovered with improved oral bioavailability, high BTK degradation activity, and selectivity. It exhibited inhibitory effects against different hematologic cancer cells and attenuated the BTK-related signaling pathway. The oral administration of C13 effectively reduced BTK protein levels and suppressed tumor growth. This study led to the discovery of a new orally bioavailable BTK-PROTAC for the treatment of lymphoma, and we hope that the strategy will find wide utility.Keywords
Funding Information
- Science and Technology Commission of Shanghai Municipality (18431907100, 19430750100)
- National Natural Science Foundation of China (81821005, 82103975, 82173660)
- Natural Science Foundation of Zhejiang Province (LR21H300003)
- Zhejiang Province (2020C03010, 2021C03083)
This publication has 46 references indexed in Scilit:
- Dimensionality reduction in data mining: A Copula approachExpert Systems with Applications, 2016
- Resistance Mechanisms for the Bruton's Tyrosine Kinase Inhibitor IbrutinibNew England Journal of Medicine, 2014
- Chemical predictive modelling to improve compound qualityNature Reviews Drug Discovery, 2013
- The use of principal component analysis and discriminant analysis in differential sensing routinesChemical Society Reviews, 2013
- Discriminant analysisWIREs Computational Statistics, 2012
- Bruton’s Tyrosine Kinase Inhibitors: Approaches to Potent and Selective Inhibition, Preclinical and Clinical Evaluation for Inflammatory Diseases and B Cell MalignanciesJournal of Medicinal Chemistry, 2012
- Principal component analysisWIREs Computational Statistics, 2010
- Structure – ADME relationship: still a long way to go?Expert Opinion on Drug Metabolism & Toxicology, 2008
- ADMET—turning chemicals into drugsNature Biotechnology, 2001
- Transphosphorylation of Bruton's Tyrosine Kinase on Tyrosine 551 Is Critical for B Cell Antigen Receptor FunctionJournal of Biological Chemistry, 1997