Circadian clock features define novel breast cancer subtypes and shape drug sensitivity
Carolin EctoriD, Jeff DidieriD, Sébastien De LandtsheeriD, Malthe S. Nordentoft, Christoph SchmaliD, Ulrich KeilholziD, Hanspeter HerzeliD, Achim KrameriD, Thomas SauteriD, Adrián E. GranadaiD
Abstract
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 limited understanding of the clocks 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 using two complementary reporters. Observing diverse circadian dynamics, we developed metrics to assess circadian rhythm strength and stability. This led to the identification of four distinct circadian-based phenotypes in breast cancer: 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 identify circadian features that accurately predict drug sensitivity. Collectively, our findings establish a foundation for advancing the use of chronotherapeutic strategies in breast cancer treatment, expanding their potential application to improve therapeutic outcomes in breast cancer.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 9
- FWCI
- 3.77
- Field percentile
- top 6%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Time-of-day effects of cancer drugs revealed by high-throughput deep phenotyping
Carolin Ector, Christoph Schmal, … Adrián E. Granada·Nature CommunicationsPeer-reviewed·Aug 22, 2024
- A robust negative association between estimated tumour circadian clock function and survival in early stage breast cancer
Vadim Vasilyev, Denise F. Vlachou, … David A. J. Rand·bioRxiv·Mar 18, 2026
- Subtype-specific circadian clock dysregulation modulates breast cancer biology, invasiveness, and prognosis.
J. A. Hammarlund, S.-Y. Li, … R. C. Anafi·bioRxiv·May 17, 2023
- Circadian Oscillations Persist in Low Malignancy Breast Cancer Cells
Sujeewa S. Lellupitiyage Don, Hui-Hsien Lin, … Michelle E. Farkas·Cell CyclePeer-reviewed·Jul 30, 2019
- Decoding Cell Cycle Phase Variations in Cancer Hallmarks Across Breast Cancer Subgroups
Miguel Castresana-Aguirre, Alexios Matikas, … Nicholas P. Tobin·bioRxiv·Mar 4, 2025
- Circadian Alterations Increase with Progression in a Patient-Derived Cell Culture Model of Breast Cancer
H.-H. Lin, S. R. Taylor, M. E. Farkas·bioRxiv·Jan 15, 2021