Leveraging chromatin packing domains to target chemoevasion in vivo
Abstract
Cancer cells exhibit a remarkable resilience to cytotoxic stress, often adapting through transcriptional changes linked to alterations in chromatin structure. In several types of cancer, these adaptations involve epigenetic modifications and restructuring of topologically associating domains. However, the underlying principles by which chromatin architecture facilitates such adaptability across different cancers remain poorly understood. To investigate the role of chromatin in this process, we developed a physics-based model that connects chromatin organization to cell fate decisions, such as survival following chemotherapy. Our model builds on the observation that chromatin forms packing domains, which influence transcriptional activity through macromolecular crowding. The model accurately predicts chemoevasion in vitro, suggesting that changes in packing domains affect the likelihood of survival. Consistent results across diverse cancer types indicate that the model captures fundamental principles of chromatin-mediated adaptation, independent of the specific cancer or chemotherapy mechanisms involved. Based on these insights, we hypothesized that compounds capable of modulating packing domains, termed Transcriptional Plasticity Regulators (TPRs), could prevent cellular adaptation to chemotherapy. We conducted a proof-of-concept compound screen using live-cell chromatin imaging to identify several TPRs that synergistically enhanced chemotherapy-induced cell death. The most effective TPR significantly improved therapeutic outcomes in a patient-derived xenograft model of ovarian cancer. These findings underscore the central role of chromatin in cellular adaptation to cytotoxic stress and present a framework for enhancing cancer therapies, with broad potential across multiple cancer types.
Article Details
Journal Info
Proceedings of the National Academy of Sciences
National Academy of Sciences
Authors (26)
Jane Frederick
Department of Biomedical Engineering
Ranya K. A. Virk
Department of Biomedical Engineering
I Chae Ye
Department of Biomedical Engineering
Luay M. Almassalha
Center for Physical Genomics and Engineering
Greta M. Wodarcyk
Department of Biomedical Engineering
David VanDerway
Department of Biomedical Engineering
Ruyi Gong
Department of Biomedical Engineering
Cody L. Dunton
Department of Biomedical Engineering
Tiffany Kuo
Department of Biomedical Engineering
Karla I. Medina
Department of Biomedical Engineering
Margarita Loxas
Department of Pathology
Jared T. Ahrendsen
Department of Pathology
Demirkan B. Gursel
Department of Pathology
Paola Carrillo Gonzalez
Department of Biomedical Engineering
Rikkert J. Nap
Department of Biomedical Engineering
Saira John
Department of Biomedical Engineering
Vasundhara Agrawal
Department of Biomedical Engineering
Nicholas M. Anthony
Department of Biomedical Engineering
John Carinato
Department of Biomedical Engineering
Wing Shun Li
Department of Biomedical Engineering
Rivaan Kakkaramadam
Department of Biomedical Engineering
Surbhi Jain
Department of Microbiology, Biomedicine Discovery Institute, Monash University
Shohreh Shahabi
Department of Obstetrics and Gynecology
Guillermo A. Ameer
Igal G. Szleifer
Department of Biomedical Engineering
Vadim Backman
Department of Biomedical Engineering