Breast Cancer; Circadian Clock; Circadian Medicine; Systems Biology; Antineoplastic Agents; Humans; Female; Cell Line, Tumor; Circadian Rhythm/drug effects; Drug Resistance, Neoplasm/genetics; Gene Expression Regulation, Neoplastic/drug effects; Phenotype; Breast Neoplasms/drug therapy; Breast Neoplasms/genetics; Breast Neoplasms/metabolism; Circadian Clocks/drug effects; Circadian Clocks/genetics; Antineoplastic Agents/pharmacology; Breast Neoplasms; Circadian Clocks; Circadian Rhythm; Drug Resistance, Neoplasm; Gene Expression Regulation, Neoplastic; Information Systems; Biochemistry, Genetics and Molecular Biology (all); Immunology and Microbiology (all); Agricultural and Biological Sciences (all); Computational Theory and Mathematics; Applied Mathematics
Abstract :
[en] The circadian clock regulates key physiological processes, including cellular responses to DNA damage. Circadian-based therapeutic strategies optimize treatment timing to enhance drug efficacy and minimize side effects, offering potential for precision cancer treatment. However, applying these strategies in cancer remains limited due to a lack of understanding of the clock's function across cancer types and incomplete insights into how the circadian clock affects drug responses. To address this, we conducted deep circadian phenotyping across a panel of breast cancer cell lines. Observing diverse circadian dynamics, we characterized metrics to assess circadian rhythm strength and stability in vitro. This led to the identification of four distinct circadian-based phenotypes among 14 breast cancer cell models: functional, weak, unstable, and dysfunctional clocks. Furthermore, we demonstrate that the circadian clock plays a critical role in shaping pharmacological responses to various anti-cancer drugs and we identify circadian features descriptive of drug sensitivity. Collectively, our findings establish a foundation for implementing circadian-based treatment strategies in breast cancer, leveraging clock phenotypes and drug sensitivity patterns to optimize therapeutic outcomes.
Disciplines :
Life sciences: Multidisciplinary, general & others
Author, co-author :
Ector, Carolin ; Charité Comprehensive Cancer Center, Charité - Universitätsmedizin Berlin, 10117, Berlin, Germany ; Berlin School of Integrative Oncology, Charité - Universitätsmedizin Berlin, 10117, Berlin, Germany ; Faculty of Life Sciences, Humboldt-Universität zu Berlin, 10115, Berlin, Germany
DIDIER, Jeff ; University of Luxembourg > Faculty of Science, Technology and Medicine (FSTM) > Department of Life Sciences and Medicine (DLSM)
DE LANDTSHEER, Sébastien ; University of Luxembourg > Faculty of Science, Technology and Medicine (FSTM) > Department of Life Sciences and Medicine (DLSM)
Nordentoft, Malthe S; Niels Bohr Institute, University of Copenhagen, 2100, Copenhagen, Denmark
Schmal, Christoph; Institute for Theoretical Biology, Humboldt-Universität zu Berlin, 10115, Berlin, Germany
Keilholz, Ulrich; Charité Comprehensive Cancer Center, Charité - Universitätsmedizin Berlin, 10117, Berlin, Germany ; German Cancer Consortium (DKTK), Berlin, Germany
Herzel, Hanspeter ; Institute for Theoretical Biology, Humboldt-Universität zu Berlin, 10115, Berlin, Germany ; Charité - Universitätsmedizin Berlin, 10117, Berlin, Germany
SAUTER, Thomas ; University of Luxembourg > Faculty of Science, Technology and Medicine (FSTM) > Department of Life Sciences and Medicine (DLSM)
Granada, Adrián E ; Charité Comprehensive Cancer Center, Charité - Universitätsmedizin Berlin, 10117, Berlin, Germany. adrian.granada@charite.de ; German Cancer Consortium (DKTK), Berlin, Germany. adrian.granada@charite.de
External co-authors :
yes
Language :
English
Title :
Circadian clock features define novel subtypes among breast cancer cells and shape drug sensitivity.
Publication date :
April 2025
Journal title :
Molecular Systems Biology
ISSN :
1744-4292
Publisher :
Springer Science and Business Media Deutschland GmbH, Germany
Bundesministerium für Bildung und Forschung Deutsche Forschungsgemeinschaft Novo Nordisk Fonden Fonds National de la Recherche Luxembourg
Funding text :
We would like to express our thankfulness to Nica Gutu for kickstarting the modeling ideas. We also thank Anna-Marie Finger and Astrid Grudziecki for their guidance in the bioluminescence recordings as well as Francesca M\u00FCller-Marquardt for her assistance in the recordings. Lastly, we thank the laboratories of Ingeborg Tinhofer-Keilholz and Ulrich Keilholz for their continuous feedback on the project. The results are part of a project funded by the German Federal Ministry of Education and Research (BMBF) through the e:Med Juniorverbund DeepLTNBC TP3-01ZX1917C. CE was partially supported by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation)\u2013RTG2424/CompCancer \u2013 project number: 377984878. JD was supported by the Luxembourg National Research Fund (FNR) under the PRIDE programme (PRIDE17/12252781). MSN acknowledges support from the Novo Nordisk Foundation (NNF20OC0064978). CS acknowledges support from the DFG\u2013SCHM 3362/4\u20131 project number: 511886499.
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