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一种数学与实验相结合的方法揭示了人类细胞中药物敏感性的昼夜驱动因素。

A combined mathematical and experimental approach reveals the drivers of time-of-day drug sensitivity in human cells.

作者信息

Gutu Nica, Ishikuma Hitoshi, Ector Carolin, Keilholz Ulrich, Herzel Hanspeter, Granada Adrián E

机构信息

Comprehensive Cancer Center, Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany.

Humboldt Universität zu Berlin, Berlin, Germany.

出版信息

Commun Biol. 2025 Mar 25;8(1):491. doi: 10.1038/s42003-025-07931-1.

DOI:10.1038/s42003-025-07931-1
PMID:40133704
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11937577/
Abstract

The circadian clock plays a pivotal role in regulating various aspects of cancer, influencing tumor growth and treatment responses. There are significant changes in drug efficacy and adverse effects when drugs are administered at different times of the day, underscoring the importance of considering the time of day in treatments. Despite these well-established findings, chronotherapy approaches in drug treatment have yet to fully integrate into clinical practice, largely due to the stringent clinical requirements for proving efficacy and safety, alongside the need for deeper mechanistic insights. In this study, we employ a combined mathematical and experimental approach to systematically investigate the factors influencing time-of-day drug sensitivity in human cells. Here we show how circadian and drug properties independently shape time-of-day profiles, providing valuable insights into the temporal dynamics of treatment responses. Understanding how drug efficacy fluctuates throughout the day holds immense potential for the development of personalized treatment strategies aligned with an individual's internal biological clock, revolutionizing cancer treatment by maximizing therapeutic benefits. Moreover, our framework offers a promising avenue for refining future drug screening efforts, paving the way for more effective and targeted therapies across diverse tissue types.

摘要

生物钟在调节癌症的各个方面起着关键作用,影响肿瘤生长和治疗反应。当在一天中的不同时间给药时,药物疗效和不良反应会有显著变化,这突出了在治疗中考虑给药时间的重要性。尽管有这些已被充分证实的发现,但药物治疗中的时间疗法尚未完全融入临床实践,这主要是由于证明疗效和安全性的严格临床要求,以及需要更深入的机制见解。在本研究中,我们采用数学和实验相结合的方法,系统地研究影响人类细胞中一天中不同时间药物敏感性的因素。在这里,我们展示了生物钟和药物特性如何独立塑造一天中不同时间的特征,为治疗反应的时间动态提供了有价值的见解。了解药物疗效如何在一天中波动,对于制定与个体内部生物钟相一致的个性化治疗策略具有巨大潜力,通过最大化治疗益处彻底改变癌症治疗。此外,我们的框架为改进未来的药物筛选工作提供了一条有前景的途径,为跨多种组织类型的更有效和靶向治疗铺平道路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf5b/11937577/5c8abf247170/42003_2025_7931_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf5b/11937577/12ae11204f10/42003_2025_7931_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf5b/11937577/6b25fb2927ca/42003_2025_7931_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf5b/11937577/67471d205062/42003_2025_7931_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf5b/11937577/b5d2f5326f41/42003_2025_7931_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf5b/11937577/5c8abf247170/42003_2025_7931_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf5b/11937577/12ae11204f10/42003_2025_7931_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf5b/11937577/6b25fb2927ca/42003_2025_7931_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf5b/11937577/67471d205062/42003_2025_7931_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf5b/11937577/b5d2f5326f41/42003_2025_7931_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cf5b/11937577/5c8abf247170/42003_2025_7931_Fig5_HTML.jpg

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本文引用的文献

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Circadian clocks in health and disease: Dissecting the roles of the biological pacemaker in cancer.健康与疾病中的昼夜节律时钟:剖析生物起搏器在癌症中的作用。
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Time-of-day effects of cancer drugs revealed by high-throughput deep phenotyping.高通量深度表型分析揭示癌症药物的时间效应。
Nat Commun. 2024 Aug 22;15(1):7205. doi: 10.1038/s41467-024-51611-3.
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Circadian control of tumor immunosuppression affects efficacy of immune checkpoint blockade.
昼夜节律控制肿瘤免疫抑制影响免疫检查点阻断的疗效。
Nat Immunol. 2024 Jul;25(7):1257-1269. doi: 10.1038/s41590-024-01859-0. Epub 2024 May 28.
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Cell. 2024 May 23;187(11):2690-2702.e17. doi: 10.1016/j.cell.2024.04.015. Epub 2024 May 8.
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An improved rhythmicity analysis method using Gaussian Processes detects cell-density dependent circadian oscillations in stem cells.使用高斯过程的改进节律性分析方法检测干细胞中细胞密度依赖性的生物钟振荡。
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Chronotherapy: Circadian Rhythms and Their Influence in Cancer Therapy.时间疗法:昼夜节律及其在癌症治疗中的影响
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The metastatic spread of breast cancer accelerates during sleep.乳腺癌的转移在睡眠期间加速。
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New Insights Into Cancer Chronotherapies.癌症时辰疗法的新见解
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