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Weiss, Glen J

0000-0002-6067-597X

Mayo Clinic

MiRanostics Consulting, Oro Valley, AZ 85755, USA.

Citations 2

Discovery of Structurally Distinct Covalent KRAS G12C Inhibitor Scaffolds Through Large-Scale In Silico Screening and Experimental Validation
Weiss, Glen J. , Loftus, Joseph C. , Mallery, David, Tran, Nhan L. , Weiss, Glen J , Tran, Nhan L

Cancers | April 27, 2026 | Volume: 18 | Issue: 9 | Pages: 1367

10.3390/cancers18091367 Get It

Background/Objectives: KRAS G12C mutations define a clinically actionable subset of solid tumors, particularly non–small cell lung cancer. Clinical responses to approved covalent inhibitors remain limited by intrinsic and acquired resistance, highlighting the need for structurally distinct inhibitor scaffolds to expand therapeutic options. The objective of this study was to identify novel covalent binders targeting the KRAS G12C switch-II pocket through large-scale in silico screening and experimental validation. Methods: More than 1.9 million small molecules from diverse commercial libraries were screened using covalent docking, followed by multi-stage refinement incorporating molecular dynamics simulations, MM/GBSA free-energy estimation, and cancer-focused QSAR modeling. Results: This integrated workflow yielded 50 prioritized compounds spanning several chemically distinct scaffold classes. These candidates displayed favorable predicted binding energetics, stable ligand-protein interactions over extended simulation timescales, and low structural similarity to clinically approved KRAS G12C inhibitors sotorasib and adagrasib. Benchmarking against these clinical agents, using identical computational parameters, yielded comparable predicted binding energies for several candidate molecules. In cellular NanoBRET target-engagement assays, selected scaffolds, including K788-7251 and AN-989/14669131, exhibited sub-micromolar engagement of KRAS G12C with minimal endothelial cytotoxicity. Conclusions: Collectively, these findings identify structurally distinct, KRAS G12C inhibitor chemotypes and provide tractable starting points for the development of next-generation targeted therapies.
Oncofetal Chondroitin Sulfate Is a Highly Expressed Therapeutic Target in Non-Small Cell Lung Cancer
Oo, Htoo Zarni , Lohinai, Zoltán , Khazamipour, Nastaran, Lo, Joey, Kumar, Gunjan , Pihl, Jessica , Adomat, Hans , Nabavi, Noushin , Behmanesh, Hakhamanesh , Dagil, Robert , Choudhary, Swati , Gustavsson, Tobias , Clausen, Thomas Mandel , Esko, Jeffrey D. , Allen, Jeffrey W. , Tran, Nhan L. , Moldvay, Judit , Döme, Balázs , Salanti, Ali , Al-Nakouzi, Nader , Weiss, Glen J. , Daugaard, Mads , Dagil, Robert , Weiss, Glen J , Daugaard, Mads , Tran, Nhan L , Zhai, Beibei , Thompson, Michael A.

Cancers | September 6, 2021 | Volume: 13 | Issue: 17 | Pages: 4489

10.3390/cancers13174489 Get It

Broad-spectrum therapeutics in non-small cell lung cancer (NSCLC) are in demand. Most human solid tumors express proteoglycans modified with distinct oncofetal chondroitin sulfate (CS) chains that can be detected and targeted with recombinant VAR2CSA (rVAR2) proteins and rVAR2-derived therapeutics. Here, we investigated expression and targetability of oncofetal CS expression in human NSCLC. High oncofetal CS expression is associated with shorter disease-free survival and poor overall survival of clinically annotated stage I and II NSCLC patients (n = 493). Oncofetal CS qualifies as an independent prognosticator of NSCLC in males and smokers, and high oncofetal CS levels are more prevalent in EGFR/KRAS wild-type cases, as compared to mutation cases. NSCLC cell lines express oncofetal CS-modified proteoglycans that can be specifically detected and targeted by rVAR2 proteins in a CSA-dependent manner. Importantly, a novel VAR2-drug conjugate (VDC-MMAE) efficiently eliminates NSCLC cells in vitro and in vivo. In summary, oncofetal CS is a prognostic biomarker and an actionable glycosaminoglycan target in NSCLC.