Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
2 · The registry
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Jane Frederick *Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208.ORCID 0000-0003-3007-9197
Ranya K A Virk *Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208.
I Chae YeDepartment of Biomedical Engineering, Northwestern University, Evanston, IL 60208.ORCID 0000-0002-5072-8900
Luay M AlmassalhaCenter for Physical Genomics and Engineering, Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208.
Greta M WodarcykDepartment of Biomedical Engineering, Northwestern University, Evanston, IL 60208.
David VanDerwayDepartment of Biomedical Engineering, Northwestern University, Evanston, IL 60208.
Ruyi GongDepartment of Biomedical Engineering, Northwestern University, Evanston, IL 60208.ORCID 0009-0004-1008-2844
Cody L DuntonDepartment of Biomedical Engineering, Northwestern University, Evanston, IL 60208.ORCID 0000-0002-0909-9647
Tiffany KuoDepartment of Biomedical Engineering, Northwestern University, Evanston, IL 60208.ORCID 0009-0008-3599-4443
Karla I MedinaDepartment of Biomedical Engineering, Northwestern University, Evanston, IL 60208.
Margarita LoxasDepartment of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611.
Jared T AhrendsenDepartment of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611.ORCID 0000-0002-9309-6544
Demirkan B GurselDepartment of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611.ORCID 0000-0003-0564-3999
Paola Carrillo GonzalezDepartment of Biomedical Engineering, Northwestern University, Evanston, IL 60208.ORCID 0000-0003-2988-0913
Rikkert J NapDepartment of Biomedical Engineering, Northwestern University, Evanston, IL 60208.ORCID 0000-0002-1809-0249
Saira JohnDepartment of Biomedical Engineering, Northwestern University, Evanston, IL 60208.ORCID 0009-0007-2214-2842
Vasundhara AgrawalDepartment of Biomedical Engineering, Northwestern University, Evanston, IL 60208.ORCID 0000-0003-0913-9298
Nicholas M AnthonyDepartment of Biomedical Engineering, Northwestern University, Evanston, IL 60208.ORCID 0000-0003-2882-2471
John CarinatoDepartment of Biomedical Engineering, Northwestern University, Evanston, IL 60208.ORCID 0000-0003-3245-099X
Wing Shun LiDepartment of Biomedical Engineering, Northwestern University, Evanston, IL 60208.ORCID 0000-0001-9308-3674
Rivaan KakkaramadamDepartment of Biomedical Engineering, Northwestern University, Evanston, IL 60208.ORCID 0009-0003-3005-0164
Surbhi JainDepartment of Biomedical Engineering, Northwestern University, Evanston, IL 60208.
Shohreh ShahabiDepartment of Obstetrics and Gynecology, Feinberg School of Medicine, Prentice Women's Hospital, Northwestern University, Chicago, IL 60611.
Guillermo A AmeerDepartment of Biomedical Engineering, Northwestern University, Evanston, IL 60208.ORCID 0000-0001-6023-048X
Igal G SzleiferDepartment of Biomedical Engineering, Northwestern University, Evanston, IL 60208.ORCID 0000-0002-8708-0335
Vadim BackmanDepartment of Biomedical Engineering, Northwestern University, Evanston, IL 60208.ORCID 0000-0003-1981-1818
Funding
Tumor Environment and Metastasis (TEAM) Research ProgramP30CA060553 · NCI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Devalingam Mahalingam · 1993 to 2026
$153.9M
Spatio-Temporal Organization of Chromatin and Information Transfer in CancerU54CA193419 · NCI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI LICHT, JONATHAN D., O'HALLORAN, THOMAS V · 2015 to 2020
$10.4M
Technology Development UnitU54CA268084 · NCI · NORTHWESTERN UNIVERSITY · PI Vadim Backman, Daniela E Matei · 2022 to 2026
$10.0M
Studying E-cadherin dynamics during extravasation and metastatic colonizationU54CA261694 · NCI · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI ROGER D KAMM, Vivek Shenoy · 2021 to 2026
$9.1M
Translating buccal nanocytology for lung cancer screening into clinical practiceR01CA225002 · NCI · NORTHWESTERN UNIVERSITY · PI Vadim Backman, HARIHARAN SUBRAMANIAN · 2018 to 2026
$5.0M
Northwestern University Allergy Immunology Research Program (NUAIR)T32AI083216 · NIAID · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Stephanie Caroline Eisenbarth, ADAM WILLIAMS · 2010 to 2026
$4.1M
Reducing Cancer Transcriptional Heterogeneity through Regulation of Chromatin StructureR01CA228272 · NCI · NORTHWESTERN UNIVERSITY · PI BACKMAN, VADIM, ROY, HEMANT K. · 2018 to 2022
$3.2M
Nanoscale/Molecular analysis of Fecal Colonocytes for Colorectal Cancer ScreeningR01CA165309 · NCI · NORTHWESTERN UNIVERSITY · PI BACKMAN, VADIM, ROY, HEMANT K. · 2012 to 2016
$2.8M
Optical Nanoscale Analysis of Buccal Cells: Transforming Lung Cancer ScreeningR01CA155284 · NCI · NORTHWESTERN UNIVERSITY · PI BACKMAN, VADIM, ROY, HEMANT K. · 2011 to 2014
$2.3M
Chicago Biomedical Consortium (CBC) Funded Lever AwardChicago Community Trust (CCT) Searle FundsHHS | NIH | National Cancer Institute (NCI) R01CA155284HHS | NIH | National Cancer Institute (NCI) R01CA165309HHS | NIH | National Cancer Institute (NCI) R01CA225002HHS | NIH | National Cancer Institute (NCI) R01CA228272HHS | NIH | National Cancer Institute (NCI) U54CA193419HHS | NIH | National Cancer Institute (NCI) U54CA268084HHS | NIH | National Institute of General Medical Sciences (NIGMS) T32AI083216Lefkofsky Family Foundation (LFF) Innovation AwardNCI NIH HHS P30 CA060553NCI NIH HHS R01 CA155284NCI NIH HHS R01 CA165309NCI NIH HHS R01 CA225002NCI NIH HHS R01 CA228272NCI NIH HHS U54 CA193419NCI NIH HHS U54 CA261694NCI NIH HHS U54 CA268084NIAID NIH HHS T32 AI083216NSF | EDU | Division of Graduate Education (DGE) DGE-1842165NSF | ENG | Division of Chemical, Bioengineering, Environmental, and Transport Systems (CBET) CBET-1249311NSF | ENG | Division of Emerging Frontiers and Multidisciplinary Activities (EFMA) EFMA-1830961NSF | ENG | Division of Emerging Frontiers and Multidisciplinary Activities (EFMA) EFMA-1830968NSF | ENG | Division of Emerging Frontiers and Multidisciplinary Activities (EFMA) EFRI-1240416
6 · The paper itself
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.
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.
Leveraging chromatin packing domains to target chemoevasion in vivo. · full record | OpenQuestion