Circadian and cell cycle clock systems in cancer

Lead Research Organisation: University of Warwick
Department Name: Warwick Systems Biology Centre

Abstract

The circadian clock and the cell cycle are dynamic biological events. Over the last decades, our understanding of the molecular mechanisms underlying these systems has greatly improved, with extensive development and use of mathematical models. In sharp contrast, little is known about how these two crucial oscillators interact, and how these interactions affect cellular proliferation, DNA repair and apoptosis, in normal or cancer cells. On the one hand, the disruption of circadian clocks impairs cell physiology and quality of life. On the other hand, disruption of cell cycle, DNA repair or apoptosis can profoundly impact on cell and organism survival. Experimental and clinical data show that circadian disruption accelerates malignant proliferation, and that DNA damage can reset the circadian clock. Therefore, a central question to be addressed is how interactions between the circadian clock and the cell cycle affect cellular proliferation and (geno)toxic sensitivity in normal and cancer cells, and how this knowledge translates into new prevention or treatments. C5Sys integrates experimental, mathematical and bioinformatic approaches to explore the dynamic links between circadian clock and cell cycle, and their relevance for normal and malignant cell physiology and proliferation. C5Sys maps these interactions and the coupling between both oscillatory systems through a systems biology (SB) approach. C5Sys investigates how the circadian clock can act as a gatekeeper of cell cycle progression in normal and cancer cells. This will result in the identification of novel targets for these clock-cell cycle interactions, whose internal or external perturbations could affect cancer progression and/or could impact on cancer treatments. C5Sys assembles 7 European teams with extensive complementary background and wide international scientific recognition in the fields of circadian clocks, cancer dynamics, DNA repair and apoptosis, as well as bioinformatics, mathematical models and time series analysis and imaging. C5Sys is organised in 5 workpackages (WP), with tight mutual interactions between experimental, mathematical and statistical teams within and between WPs. C5Sys will: 1) map critical interaction nodes between circadian and cell cycle clocks, whose disruption is relevant for altered or malignant proliferation; 2) characterize the time scales in the signalling pathways, which are critical for the coupling of both biological clocks, including those operating at higher frequency; 3) determine the rhythmic signals whose disruption participates in malignant growth; 4) provide an integrated 'proliferative' cellular model incorporating circadian and cell cycle clocks and underlying rhythmic signalling pathways; 5) determine model properties in cancer cells; 6) probe the relevance of targeted interventions for disrupting or reinforcing the coupling of circadian clock and cell cycle in silico; and 7) attempt to provide in vitro and in vivo proof of principles of the relevance of model-based chronotherapeutic interventions. The novel cell lines, biomarker monitoring methods and mathematical tools, which will be developed as a result of this proposal, will circumvent current bottlenecks in the exploration of temporal changes in functional genomics and their potential therapeutic relevance for cancer. C5sys results will trigger 1) innovative chronotherapeutic research for several human diseases involving circadian and cell cycle systems and 2) dedicated technology development for scientific and biomedical applications.

Technical Summary

C5Sys assembles 7 European teams with extensive complementary background and wide international scientific recognition in the fields of circadian clocks, cancer dynamics, DNA repair and apoptosis, as well as bioinformatics, mathematical models and time series analysis and imaging. C5Sys is organised with tight mutual interactions between experimental, mathematical and statistical teams within and between WPs. The 4 experimental teams and the 3 mathematical teams will work together to design model-driven experiments, with the aim of gathering the required data for model optimization, as well as offering experimental 'proofs of principle' of this highly integrated SB approach. In WP1, molecular biology, pharmacology and dynamic multi-parameter or multiscale imaging methods, are applied in vitro to cultured mouse, zebrafish and human cell lines or in vivo to laboratory fish; results from time series are used as inputs to generate models, which in turn serve to design experiments, in an iterative manner. WP3 conducts a similar in vitro, in vivo and in silico methodology, using mouse and human cancer cell lines, including tumor transplantation models. This separation of normal-proliferative (WP1) and malignant (WP3) cell types will allow, for the first time, at experimental and model comparison of clock-cell cycle interactions between these two cell types within WP2. Bioinformatic and theoretical tools, as well as experimental techniques are handled in WP4.The combination of time series analyses with discriminant and bioinformatic methods identifies core clusters in clock-controlled pathways. To probe this, WP2 performs simulations in experimentally based models and identifies their main properties. Theoretical physiopathologic or therapeutic applications are derived through WP2 and WP4 interactions and validated in WP1 and WP3. SB training will result from research visits between partners of different expertise (WP5).

Planned Impact

Who will benefit and why. Little is known about how the circadian clock and the cell cycleinteract, and how these interactions affect cellular proliferation, DNA repair and apoptosis, in normal or cancer cells. These are key question of basic importance to a very broad range of biological and biomedical researchers. Since the disruption of circadian clocks impairs cell physiology and quality of life and is implicated in aging and cancer (e.g. WHO classified shift work as a likely cause of cancer) and because the clock controls a high proportion of genes and the clock-controlled biological processes include the sleep-wake cycle, body temperature, hormone secretion, cell proliferation, metabolism and drug detoxification. The results of our project will be of interest to both the cancer and ageing research communities including those in academia and charity research groups because (a) the disruption of circadian clocks impairs cell physiology and quality of life and is implicated in aging and cancer (e.g. WHO classified shift work as a likely cause of cancer) and because the clock controls a high proportion of genes and the clock-controlled biological processes include the sleep-wake cycle, body temperature, hormone secretion, cell proliferation, metabolism and drug detoxification; and (b) a central question to be addressed is how interactions between the circadian clock and the cell cycle affect cellular proliferation and (geno)toxic sensitivity in normal and cancer cells, and how this knowledge translates into new prevention or treatments. We will be studying how drugs can also disrupt the circadian timing system as a function of dose and circadian time of delivery and the optimal circadian delivery of anticancer drugs. In view of this the results and approach should be of interest to those involved in drug design and discovery and pharmacology and the pharmaceutical industry. Since C5Sys integrates experimental, mathematical and bioinformatic approaches to explore the dynamic links between circadian clock and cell cycle it will be of great interest to both the Systems Biology community and to mathematicians, physicists and engineers. Dissemination and communication. Workpackage 5 is dedicated to this and will produce/create: - a dedicated page within the websites of each partner for external communication; - at least either one open scientific workshop, or a symposium at an international meeting; - external access to C5Sys databases; - management of intellectual property at an international level; - a review of the intellectual property value of the outputs of the project; - dedicated meetings with all partners, to which patent office delegates will be invited, to assess the aims, milestones, and deliverables of the project and determine where the greatest potential to produce information with commercial value could occur; - a dedicated C5Sys website to be managed by WSB and the INSERM group - guidelines and recommendations regarding management and IP; - a skills database, available materials, resources, and standard operating protocols to promote networking and increase knowledge sharing; - coordinated use of communication tools of each partner/ to promote General public awareness; - open access domain for public announcement or public information/announcement; - press releases on opening and when appropriate. Within the scientific community results will be mostly disseminated through publications and/or communications to congresses or workshops. Partners will use their industrial contacts to make them aware of the C5Sys project and expected results. At present privileged contacts with pharmaceutical or biotechnological industries involve Merck-Serono (Germany), Pfizer-France, Sanofi (France), Cyclacel (UK), BBraun (France) and Hospital Services (Italy) for INSERM, and Danone (Netherlands) and Schering-Plough (Netherlands) for EMC. For further details see WP 5 and full proposal.

Publications

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Feillet C (2014) Phase locking and multiple oscillating attractors for the coupled mammalian clock and cell cycle. in Proceedings of the National Academy of Sciences of the United States of America

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Laranjeiro R (2013) Cyclin-dependent kinase inhibitor p20 controls circadian cell-cycle timing. in Proceedings of the National Academy of Sciences of the United States of America

 
Description In tissues such as bone marrow, intestinal mucosa, or regen- erating liver, the daily rhythm of cell division is controlled by the cell's circadian clock. Determining how this clock organizes important processes such as cell division, apoptosis, and DNA damage repair is key to understanding the links between cir- cadian dysfunction and malignant cell proliferation. We show that in proliferating mouse fibroblasts there is more than one way in which the clock and cell cycle synchronize their oscil- lations and that one of them is the biological equivalent of the phase locking first discovered by Huygens in the 17th century when he coupled two clocks together. When phase-locked two coupled oscillators have a fixed relative phase and oscillate with a common frequency.
Exploitation Route See narrative impact above. We are working with clinical oncologists on practical ways to measure clock functionality on patients. Recent research by us has found a strong link between clock functionality and survival in breast cancer patients and we are working to follow this up with a recently awarded CRUL/EPSRC grant.
Sectors Healthcare

URL http://www.inserm.fr/actualites/rubriques/actualites-recherche/le-rythme-des-divisions-cellulaires-est-couple-a-celui-de-l-horloge-biologique-interne
 
Description The results of this grant have been widely cited and have contributed to key basic understanding of the role of teh circadian clock in cancer. They are also being used to develop cancer chronotherapy whereby chemotherapy is applied the appropriate phase of the circadian clock to decrease toxicity (damage to healthy cells) and increase efficiency (kill cancer cells). A grant from CRUK has been awarded to further this work. We are designing drugs that are activated by the circadian clock as a certain phase. Charitable funding has been obtained from the Simon McGrath Memorial Appeal and this work has been adopted for the 2017 Lord Mayor of Coventry's Appeal. On going research has developed a clinically practical way of assessing the the state of a patient's circadian clock in breast cancer tumours and shown that this is a potential breast cancer prognostic independent of the currently established ones. It is expected that this the dysfunction metric produced by this algorithm will be used in conjunction with current prognostic factors to refine treatment management. We are working with clinical oncologists and others on practical ways to measure clock functionality on patients. Recent research by us has found a strong link between clock functionality and survival in breast cancer patients and we are working to follow this up with a recently awarded CRUK/EPSRC grant.
First Year Of Impact 2018
Sector Healthcare,Pharmaceuticals and Medical Biotechnology
Impact Types Societal

 
Description Improving Cancer Prognosis Through Circadian Time-Telling
Amount £344,837 (GBP)
Funding ID C53720/A29468 
Organisation Cancer Research UK 
Sector Charity/Non Profit
Country United Kingdom
Start 04/2020 
End 03/2023
 
Description New Generation Clock-Based Cancer Chemotherapy
Amount £517,442 (GBP)
Funding ID C53561/A19933 
Organisation Cancer Research UK 
Sector Charity/Non Profit
Country United Kingdom
Start 12/2015 
End 12/2018
 
Description Non-stationary statistical modeling of circadian oscillations for research in cancer chronotherapy
Amount £361,000 (GBP)
Funding ID MR/M013170/1 
Organisation Medical Research Council (MRC) 
Sector Public
Country United Kingdom
Start 10/2015 
End 09/2018
 
Description Collaboration with Dr Francis Levi (INSERM) 
Organisation National Institute of Health and Medical Research (INSERM)
Country France 
Sector Academic/University 
PI Contribution Providing mathematical expertise for dat analysis.
Collaborator Contribution Levi is the world expert on the role of the circadian clock on cancer. He provides expert advice and links to other experts and clinical trials and data.
Impact The collaboration is multidisciplinary - clinical oncology, biology, mathematics, statistics
Start Year 2021
 
Description Collaboration with lab of Georg Bjarnason 
Organisation Sunnybrook Health Sciences Centre
Country Canada 
Sector Academic/University 
PI Contribution A collaboration with Georg Bjarnason at Sunnybrook Health Sciences Centre, Toronto. He has provided very valuable human circadian clock data (multiple timeseries microarray data).
Collaborator Contribution We have analysed this data using new techniques and are using it to groundtruth data from cancer patients to determine the state of the circadian clock in the person and the tumors. Also, now used to validate new time-telling algorithm that has been used to classify the status of the circadian clock in braest cancer tumour samples.
Impact Use to groundtruth data from cancer patients to determine the state of the circadian clock in the person and the tumors.
Start Year 2016
 
Description European Associated Laboratory between France and United Kingdom "Personalising Cancer Chronotherapy through Systems Medicine" 
Organisation National Institute of Health and Medical Research (INSERM)
Department DR2 INSERM
Country France 
Sector Public 
PI Contribution Clinical and mathematical expertise in the area of Cancer Chronotherapy.
Collaborator Contribution Clinical research, clinical and biological data in areas associated with cancer.
Impact Substantial exchange of clinical data and analysis of this data.
Start Year 2016
 
Title PeTTSy (Perturbation Theory Toolbox for Systems) 
Description This is a GUI based Matlab toolbox which implements a wide array of techniques for the perturbation theory and sensitivity analysis of large and complex ordinary differential equation based models. 
Type Of Technology Webtool/Application 
Year Produced 2015 
Impact Has enabled analysis of complex dynamics of big systems that was not possible before. 
URL http://www2.warwick.ac.uk/fac/sci/systemsbiology/research/software/
 
Title Spectrum Resampler 
Description A period fitting algorithm with a graphical front end for Matlab, which imports periodic time series data from Microsoft Excel xls files. This work was produced in collaboration with the Universities of Liverpool and Edinburgh, as part of the ROBuST project, funded by BBSRC and EPSRC under the SABR initiative. 
Type Of Technology Webtool/Application 
Year Produced 2014 
Impact Enables calculation of period with rigorous error estimates. Used within biological and biomedical communities studying circadian oscillations. 
URL http://www2.warwick.ac.uk/fac/sci/systemsbiology/research/software/
 
Description Colloquium. "The circadian clock: using Maths to understand how a complex dynamical system controls our health and survival." University of Porto, Portugal. January 2020. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact A talk for a broad audience on the health implications associated with the circadian clock.
Year(s) Of Engagement Activity 2020
 
Description Contributed Lecture. "TimeTeller: a New Tool for Precision Circadian Medicine and Cancer" XVI European Biological Rhythms Society Congress, Lyon, August 2019. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact A talk to a primarily medical and biomedical audience about the way maths has been used to find a new breast cancer prognostic factor.
Year(s) Of Engagement Activity 2019
 
Description Expert Panel Discussion, Society for Research on Biological Rhythms. Palm Harbor, Florida. May, 2016 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Expert Panel Discussion, Society for Research on Biological Rhythms. Palm Harbor, Florida. May, 2016. The panel discussed all aspects of data collection, management and analysis trying to come up with guidelines. This lead to a published paper.
Year(s) Of Engagement Activity 2016
 
Description Invited Lecture Mathematical and Computational Methods in Biology Workshop, MBI, Columbus, Ohio 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Invited Lecture, Mathematical and Computational Methods in Biology Workshop, MBI, Columbus, Ohio, May 2020 (due to Covid pandemic held online) TimeTeller: a New Tool for Precision Circadian Medicine and Cancer Prognosis
Year(s) Of Engagement Activity 2020
 
Description Invited Lecture, Modelling signalling systems. British Toxicology Society Annual Congress, Solihull, UK, April 2015. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact British Toxicology Society Annual Congress. Toxicity is a major concern for Pharma and this talk enabled me to make contact with a wide range of people from Pharma and related areas.
Year(s) Of Engagement Activity 2015
 
Description Invited Lecture. Clocks & signals. Human Circadian Rhythms: Developing a Multi-Oscillator Framework. Lorentz Center, Leiden, The Netherlands. July 2015. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Facilitated collaboration with experts (including clinicians) in sleep and sleep pathologies and has led to new research projects.
Year(s) Of Engagement Activity 2015
 
Description Invited lecture to Sleep Annual Meeting, Houston 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Online invited talk . TimeTeller: a New Tool for Precision Circadian Medicine and Cancer Prognosis. Sleep 2021 Annual Meeting, Houston, June 2021.
Year(s) Of Engagement Activity 2021
URL https://www.sleepmeeting.org/
 
Description Lecture to Network for E-health applications for physical activity, sleep, and circadian rhythms. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Invited Lecture, Minisymposium "Implications of circadian and sleep disruption for cancer risk and human health". Network for E-health applications for physical activity, sleep, and circadian rhythms. Warwick, February, 2019 Title: Clocks & Breast Cancer: Thinking multidimensionally
Year(s) Of Engagement Activity 2019
 
Description Lecture to UK Plant and Algal Clocks workshop, 16-17 April 2018 Edinburgh 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Lecture to UK Plant and Algal Clocks workshop, 16-17 April 2018 Edinburgh. Title: Modelling & measuring the stochasticity in circadian clocks: information theory, new methodology & measuring clock function
Year(s) Of Engagement Activity 2018
 
Description Open Evening panel discussion and questions Did you know chemotherapy can be less toxic based on the time of day it's delivered? 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact Open Evening panel discussion and questions Did you know chemotherapy can be less toxic based on the time of day it's delivered? that we organised as part of our recent international scientific meeting Medicine in the 4th Dimension. Experts from Cancer, Sleep, Circadian Biology and Mathematics chaired by a scientific journalist.
Year(s) Of Engagement Activity 2016
 
Description Open Evening panel discussion and questions: "Did you know chemotherapy can be less toxic based on the time of day it's delivered?" 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Organised as part of our recent international scientific meeting "Medicine in the 4th Dimension" July 2016. Chaired by a scientific journalist panel contained oncologists, scientists, patients, psychologist. I was a panel member. A local charitable donor who has supported us attended.
Year(s) Of Engagement Activity 2016
 
Description Open evening Cancer Research Ideas Café, 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact A chance for members of the public to raise issues around 4 discussion topics raised by the experts. Organised by the Warwick Cancer Research Centre.
Year(s) Of Engagement Activity 2017
 
Description Open evening on new technologies for molecular pathology for cancer 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact Open evening on new technologies for molecular pathology for cancer organised by the Warwick Cancer Research Centre.
Year(s) Of Engagement Activity 2016
 
Description Plenary Lecture, International Conference on Systems Biology (ICSB14), Melbourne, September 2014. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Primed collaborations with biologists and clinicians (particularly oncologists). Enabled communication with patients groups.
Year(s) Of Engagement Activity 2014
 
Description Plenary Lecture, Probing the cell's dynamic regulators and their coupling: clocks, signals and the cell cycle. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact European Conference on Mathematical and Theoretical Biology (ECMTP), Gothenburg, Sweden, June 2014.
Year(s) Of Engagement Activity 2014