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Markovian State Models uncover Casein Kinase 1 dynamics that govern circadian period
Open accessPreprint — published as 10.1016/j.bpj.2025.09.022 · Paper page
Abstract
Circadian rhythms in mammals are tightly regulated through phosphorylation of Period (PER) proteins by Casein Kinase 1 (CK1, subtypes δ and ε). CK1 acts on at least two different regions of PER with opposing effects: phosphorylation of phosphodegron (pD) regions leads to PER degradation, while phosphorylation of the Familial Advanced Sleep Phase (FASP) region leads to PER stabilization. To investigate how substrate selectivity is encoded by the conformational dynamics of CK1, we performed a large set of independent molecular dynamics (MD) simulations of wildtype CK1 and the tau mutant (R178C) that biases kinase activity toward a pD. We used Markovian State Models (MSMs) to integrate the simulations into a single model of the conformational landscape of CK1 and used Gaussian accelerated molecular dynamics (GaMD) to build the first molecular model of CK1 and the unphosphorylated FASP motif. Together, these findings provide a mechanistic view of CK1, establishing how the activation loop acts as a key molecular switch to control substrate selectivity. We show that the tau mutant favors an alternative conformation of the activation loop and significantly accelerates the dynamics of CK1. This reshapes the binding cleft in a way that impairs FASP binding and would ultimately lead to PER destabilization and shorter circadian periods. Finally, we identified an allosteric pocket that could be targeted to bias this molecular switch. Our integrated approach offers a detailed model of CK1’s conformational landscape and its relevance to normal, mutant, and druggable circadian timekeeping. Statement of Significance: Disruption of circadian rhythms alters the temporal orchestration of vital cellular processes and increases the propensity for sleep disorders, metabolic disease, and cancer. Circadian rhythms are generated by a vast gene expression program controlled at the cellular level by a molecular clock comprised of dedicated clock proteins. Amongst the essential protein characters is Casein kinase 1 (CK1), which acts on multiple clock protein substrates. A delicate balance of CK1 activity on these substrates is crucial for proper circadian timekeeping, highlighting CK1 as a promising drug target to tune clock timing. This work aims to identify the conformational landscape of CK1 that underlies its substrate specificity and provide molecular insight for pharmacologic development that could modulate CK1 function for those suffering from clock-related syndromes.
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Cites
Markov state models of biomolecular conformational dynamics
Chodera, J. D., & Noé, F. (2014) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2014.04.002 · Cited by 776
Robust Perron cluster analysis in conformation dynamics
Deuflhard, P., & Weber, M. (2005) · Linear Algebra and its Applications · doi:10.1016/j.laa.2004.10.026 · Cited by 506
Flagged first, then by citations
Research works printed but not linked: 100
- 10.1126/science.148.3676.1427 · DOI · Paper page
- 10.1016/0959-437X(95)80037-9 · DOI
- 10.1016/j.tcb.2013.07.002 · DOI · Paper page
- Cohen, S.E. and S.S. Golden , Circadian Rhythms in Cyanobacteria. Microbiol Mol Biol Rev, 2015. · DOI
- Eelderink-Chen, Z. , et al., A circadian clock in a nonphotosynthetic prokaryote. Sci Adv, 2021. 7(2). · DOI
- 10.1126/science.aah4965 · DOI
- 10.1038/nrg.2016.150 · DOI
- Mazzoccoli, G. , et al., The Circadian Clock, the Immune System, and Viral Infections: The Intricate Relationship Between Biological Time and Host-Virus Interaction. Pathogens, 2020. 9(2). · DOI
- 10.1038/s41580-020-0275-3 · DOI
- 10.1016/j.cub.2016.04.011 · DOI · Paper page
- 10.1016/j.cmet.2012.04.019 · DOI · Paper page
- 10.1016/j.cub.2012.03.038 · DOI · Paper page
- 10.1073/pnas.1412021111 · DOI · Paper page
- 10.1016/j.trecan.2019.07.002 · DOI
- 10.1016/j.tips.2018.07.003 · DOI
- 10.1038/s41574-018-0122-1 · DOI · Paper page
- 10.1016/j.jmb.2020.01.018 · DOI
- 10.1158/2159-8290.CD-19-0215 · DOI
- 10.1016/j.jmb.2019.12.046 · DOI
- 10.1530/JME-19-0153 · DOI
- 10.1016/j.molcel.2017.07.017 · DOI
- 10.1073/pnas.1615310114 · DOI
- 10.1038/nsmb.3018 · DOI
- 10.1074/jbc.M110.207217 · DOI
- 10.1073/pnas.1721076115 · DOI
- 10.1038/nsmb.3326 · DOI
- 10.1073/pnas.1005101107 · DOI
- 10.1073/pnas.0906651106 · DOI
- 10.1038/nrm2106 · DOI
- 10.1128/MCB.20.13.4888-4899.2000 · DOI
- 10.1016/j.molcel.2017.08.009 · DOI
- Isojima, Y. , et al., CKIepsilon/delta-dependent phosphorylation is a temperature-insensitive, period-determining process in the mammalian circadian clock. Proc Natl Acad Sci U S A, 2009. · DOI
- 10.1016/j.molcel.2021.01.006 · DOI
- 10.1073/pnas.2000266117 · DOI
- 10.1016/j.molcel.2015.08.022 · DOI
- 10.1101/gad.397006 · DOI
- 10.1128/MCB.25.7.2795-2807.2005 · DOI · Paper page
- Shirogane, T. , et al., SCFbeta-TRCP controls clock-dependent transcription via casein kinase 1-dependent degradation of the mammalian period-1 (Per1) protein. J Biol Chem, 2005. 280(29): p. · DOI
- 10.1093/jb/mvn112 · DOI
- 10.1016/j.jbc.2024.107391 · DOI
- 10.1016/j.molcel.2023.04.019 · DOI
- 10.1126/science.1057499 · DOI · Paper page
- Venkatesan, A. , et al., The Circadian tau Mutation in Casein Kinase 1 Is Part of a Larger Domain That Can Be Mutated to Shorten Circadian Period. Int J Mol Sci, 2019. 20(4). · DOI
- 10.1126/scitranslmed.3005784 · DOI
- 10.1016/S0960-9822(00)00786-7 · DOI
- 10.1523/JNEUROSCI.20-20-07547.2000 · DOI
- 10.1038/nature03453 · DOI · Paper page
- 10.1126/science.288.5465.483 · DOI
- 10.1016/S0092-8674(00)81225-8 · DOI
- 10.1016/S0092-8674(00)81224-6 · DOI
- 10.1126/science.3413487 · DOI
- Kim, D.W. , et al., Systems approach reveals photosensitivity and PER2 level as determinants of clock-modulator efficacy. Molecular Systems Biology, 2019. 15(7). · DOI
- 10.1038/s41467-021-23301-x · DOI
- 2013, Modeling and validating chronic pharmacological manipulation of circadian rhythms, CPT Pharmacometrics Syst Pharmacol, 2, e57
- 10.1021/jm201387s · DOI
- 10.1021/jm301336n · DOI
- 10.1007/s00213-010-1860-5 · DOI
- 10.1007/s00213-009-1503-x · DOI
- 10.1124/jpet.109.151415 · DOI · Paper page
- 10.1124/jpet.107.122846 · DOI · Paper page
- Vielhaber, E. and D.M. Virshup , Casein kinase I: from obscurity to center stage. IUBMB Life, 2001. · DOI
- 10.1093/emboj/20.24.7074 · DOI
- van Ooijen, G. , et al., Functional Analysis of Casein Kinase 1 in a Minimal Circadian System. Plos One, 2013. 8(7). · DOI
- 10.1021/cr068221w · DOI · Paper page
- 10.1006/jmbi.1996.0189 · DOI
- 10.1074/jbc.274.45.32063 · DOI
- 10.1016/S0092-8674(00)81092-2 · DOI
- 10.1111/cbdd.12363 · DOI
- 10.1002/j.1460-2075.1995.tb07082.x · DOI
- Philpott, J.M. , et al., Casein kinase 1 dynamics underlie substrate selectivity and the PER2 circadian phosphoswitch. Elife, 2020. 9. · DOI
- 10.1038/s41589-020-0600-3 · DOI
- 10.1016/j.ymeth.2010.06.002 · DOI · Paper page
- Bowman, G.R. , F. Noé , and V.S. Pande , An Introduction to Markov State Models and Their Application to Long Timescale Molecular Simulation, in Advances in Experimental Medicine and Biology ,. 2014, Springer Netherlands : Imprint: Springer,: Dordrecht. p. 1 online resource (XII, 139 pages 65 illustrations, 48 illustrations in color. · DOI
- 10.1021/jacs.7b12191 · DOI
- 10.1021/ar5002999 · DOI
- Pontiggia, F. , et al., Free energy landscape of activation in a signalling protein at atomic resolution. Nature Communications, 2015. 6. · DOI
- 10.1021/ct5002363 · DOI
- 10.1039/D0SC05053A · DOI
- 10.1021/acscentsci.7b00465 · DOI
- Malmstrom, R.D. , et al., Allostery through the computational microscope: cAMP activation of a canonical signalling domain. Nature Communications, 2015. 6. · DOI
- Shukla, D. , et al., Activation pathway of Src kinase reveals intermediate states as targets for drug design. Nature Communications, 2014. 5. · DOI · Paper page
- 10.1073/pnas.1417811112 · DOI
- 10.1073/pnas.1814131116 · DOI
- 10.1039/C9SC04696H · DOI
- 10.1021/acscentsci.9b01071 · DOI
- 10.1021/acs.jctc.5b00436 · DOI
- Miao, Y.L ., Acceleration of biomolecular kinetics in Gaussian accelerated molecular dynamics. Journal of Chemical Physics, 2018. 149(7). · DOI
- 10.1021/acscentsci.9b00020 · DOI
- Wang, J. , et al., Gaussian accelerated molecular dynamics (GaMD): principles and applications. Wiley Interdiscip Rev Comput Mol Sci, 2021. 11(5). · DOI
- 10.1006/prep.1998.1003 · DOI
- 10.1007/BF00197809 · DOI
- 10.1002/prot.20449 · DOI
- 10.1016/j.molcel.2023.04.019 · DOI
- Noé, F. , et al., Projected and hidden Markov models for calculating kinetics and metastable states of complex molecules. Journal of Chemical Physics, 2013. 139(18). · DOI · Paper page
- Pérez-Hernández, G. , et al., Identification of slow molecular order parameters for Markov model construction. Journal of Chemical Physics, 2013. 139(1). · DOI · Paper page
- 10.1016/j.molcel.2004.08.024 · DOI
- 10.1038/s41594-018-0035-7 · DOI
- 10.1128/MCB.24.2.584-594.2004 · DOI
- 10.1038/nprot.2015.043 · DOI
- 10.1073/pnas.68.9.2112 · DOI
Metadata
- Authors
- Ricci, C. G., Philpott, J. M., Torgrimson, M. R., Freeberg, A. M., Narasimamurthy, R., Pécora de Barros, E., Amaro, R., Virshup, D. M., McCammon, J. A., & Partch, C. L.
- Affiliations
- University of California San Diego (US)
- University of California, Santa Cruz (US)
- Duke-NUS Medical School (SG)
- Department of Chemistry and Biochemistry, University of California San Diego, San Diego, California, United States
- National University of Singapore (SG)
- Howard Hughes Medical Institute (US)
- Corresponding author
- Ricci, Clarisse Gravina
- Partch, Carrie L.
- ORCID
- Venue
- Biophysical Journal
- Publisher
- openRxiv
- Published
- 2025-01-22
- Volume
- 124
- Issue
- 22
- Pages
- 4034-4048
- ISSN
- 0006-3495 (ISSN-L)
- PMC
- PMC12709424
- OpenAlex
- W4414306832
- Cited by
- 3
- References
- 2
- Citations by year
- 2026: 2 · 2025: 1
- FWCI
- 1.40
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Biophysical Journal (publishedVersion, cc-by)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by)
- PubMed (publishedVersion)
- PubMed Central (publishedVersion, cc-by)
- PubMed Central (submittedVersion, cc-by)
- Funders
- Howard Hughes Medical Institute
- Ministry of Health -Singapore (MOH-000600)
- National Institutes of Health
- University of California, San Diego
- National Institute of General Medical Sciences (R35GM141849)
- Topics
- Life Sciences › Neuroscience › Endocrine and Autonomic Systems › Circadian rhythm and melatonin
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Kinase Regulation and GTPase Signaling
- Keywords
- casein kinase 1, circadian period, phosphodegron, substrate specificity, conformational landscape, Gaussian accelerated molecular dynamics, circadian clock
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