Leveraging chromatin packing domains to target chemoevasion in vivo

J Jane Frederick (Department of Biomedical Engineering) R Ranya K. A. Virk (Department of Biomedical Engineering) I I Chae Ye (Department of Biomedical Engineering) L Luay M. Almassalha (Center for Physical Genomics and Engineering) G Greta M. Wodarcyk (Department of Biomedical Engineering) D David VanDerway (Department of Biomedical Engineering) R Ruyi Gong (Department of Biomedical Engineering) C Cody L. Dunton (Department of Biomedical Engineering) T Tiffany Kuo (Department of Biomedical Engineering) K Karla I. Medina (Department of Biomedical Engineering) M Margarita Loxas (Department of Pathology) J Jared T. Ahrendsen (Department of Pathology) D Demirkan B. Gursel (Department of Pathology) P Paola Carrillo Gonzalez (Department of Biomedical Engineering) R Rikkert J. Nap (Department of Biomedical Engineering) S Saira John (Department of Biomedical Engineering) V Vasundhara Agrawal (Department of Biomedical Engineering) N Nicholas M. Anthony (Department of Biomedical Engineering) J John Carinato (Department of Biomedical Engineering) W Wing Shun Li (Department of Biomedical Engineering) R Rivaan Kakkaramadam (Department of Biomedical Engineering) S Surbhi Jain (Department of Microbiology, Biomedicine Discovery Institute, Monash University) S Shohreh Shahabi (Department of Obstetrics and Gynecology) G Guillermo A. Ameer I Igal G. Szleifer (Department of Biomedical Engineering) V Vadim Backman (Department of Biomedical Engineering)

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

Volume / Issue Vol. 122, Issue 30
Published July 29, 2025
ISSN 0027-8424
Publisher National Academy of Sciences

Authors (26)

J

Jane Frederick

Department of Biomedical Engineering

R

Ranya K. A. Virk

Department of Biomedical Engineering

I

I Chae Ye

Department of Biomedical Engineering

L

Luay M. Almassalha

Center for Physical Genomics and Engineering

G

Greta M. Wodarcyk

Department of Biomedical Engineering

D

David VanDerway

Department of Biomedical Engineering

R

Ruyi Gong

Department of Biomedical Engineering

C

Cody L. Dunton

Department of Biomedical Engineering

T

Tiffany Kuo

Department of Biomedical Engineering

K

Karla I. Medina

Department of Biomedical Engineering

M

Margarita Loxas

Department of Pathology

J

Jared T. Ahrendsen

Department of Pathology

D

Demirkan B. Gursel

Department of Pathology

P

Paola Carrillo Gonzalez

Department of Biomedical Engineering

R

Rikkert J. Nap

Department of Biomedical Engineering

S

Saira John

Department of Biomedical Engineering

V

Vasundhara Agrawal

Department of Biomedical Engineering

N

Nicholas M. Anthony

Department of Biomedical Engineering

J

John Carinato

Department of Biomedical Engineering

W

Wing Shun Li

Department of Biomedical Engineering

R

Rivaan Kakkaramadam

Department of Biomedical Engineering

S

Surbhi Jain

Department of Microbiology, Biomedicine Discovery Institute, Monash University

S

Shohreh Shahabi

Department of Obstetrics and Gynecology

G

Guillermo A. Ameer

I

Igal G. Szleifer

Department of Biomedical Engineering

V

Vadim Backman

Department of Biomedical Engineering