1
|
Zeng Y, Guo Z, Wu M, Chen F, Chen L. Circadian rhythm regulates the function of immune cells and participates in the development of tumors. Cell Death Discov 2024; 10:199. [PMID: 38678017 PMCID: PMC11055927 DOI: 10.1038/s41420-024-01960-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 04/02/2024] [Accepted: 04/11/2024] [Indexed: 04/29/2024] Open
Abstract
Circadian rhythms are present in almost all cells and play a crucial role in regulating various biological processes. Maintaining a stable circadian rhythm is essential for overall health. Disruption of this rhythm can alter the expression of clock genes and cancer-related genes, and affect many metabolic pathways and factors, thereby affecting the function of the immune system and contributing to the occurrence and progression of tumors. This paper aims to elucidate the regulatory effects of BMAL1, clock and other clock genes on immune cells, and reveal the molecular mechanism of circadian rhythm's involvement in tumor and its microenvironment regulation. A deeper understanding of circadian rhythms has the potential to provide new strategies for the treatment of cancer and other immune-related diseases.
Collapse
Affiliation(s)
- Yuen Zeng
- Department of Immunology, School of Basic Medical Sciences, Air Force Medical University, Xi'an, China
| | - Zichan Guo
- Faculty of Life Sciences, Northwest University, Xi'an, China
| | - Mengqi Wu
- Department of Immunology, School of Basic Medical Sciences, Air Force Medical University, Xi'an, China
| | - Fulin Chen
- Faculty of Life Sciences, Northwest University, Xi'an, China
| | - Lihua Chen
- Department of Immunology, School of Basic Medical Sciences, Air Force Medical University, Xi'an, China.
| |
Collapse
|
2
|
Sharma D, Partch CL. PAS Dimerization at the Nexus of the Mammalian Circadian Clock. J Mol Biol 2024; 436:168341. [PMID: 37924861 DOI: 10.1016/j.jmb.2023.168341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 10/23/2023] [Accepted: 10/29/2023] [Indexed: 11/06/2023]
Abstract
Circadian rhythms are genetically encoded molecular clocks for internal biological timekeeping. Organisms from single-cell bacteria to humans use these clocks to adapt to the external environment and synchronize their physiology and behavior to solar light/dark cycles. Although the proteins that constitute the molecular 'cogs' and give rise to circadian rhythms are now known, we still lack a detailed understanding of how these proteins interact to generate and sustain the ∼24-hour circadian clock. Structural studies have helped to expand the architecture of clock proteins and have revealed the abundance of the only well-defined structured regions in the mammalian clock called Per-ARNT-Sim (PAS) domains. PAS domains are modular, evolutionarily conserved sensory and signaling domains that typically mediate protein-protein interactions. In the mammalian circadian clock, PAS domains modulate homo and heterodimerization of several core clock proteins that assemble into transcription factors or repressors. This review will focus on the functional importance of the PAS domains in the circadian clock from a biophysical and biochemical standpoint and describe their roles in clock protein interactions and circadian timekeeping.
Collapse
Affiliation(s)
- Diksha Sharma
- Department of Chemistry and Biochemistry, University of California Santa Cruz, CA, United States
| | - Carrie L Partch
- Department of Chemistry and Biochemistry, University of California Santa Cruz, CA, United States; Center for Circadian Biology, University of California San Diego, CA, United States.
| |
Collapse
|
3
|
Lévi FA, Okyar A, Hadadi E, Innominato PF, Ballesta A. Circadian Regulation of Drug Responses: Toward Sex-Specific and Personalized Chronotherapy. Annu Rev Pharmacol Toxicol 2024; 64:89-114. [PMID: 37722720 DOI: 10.1146/annurev-pharmtox-051920-095416] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/20/2023]
Abstract
Today's challenge for precision medicine involves the integration of the impact of molecular clocks on drug pharmacokinetics, toxicity, and efficacy toward personalized chronotherapy. Meaningful improvements of tolerability and/or efficacy of medications through proper administration timing have been confirmed over the past decade for immunotherapy and chemotherapy against cancer, as well as for commonly used pharmacological agents in cardiovascular, metabolic, inflammatory, and neurological conditions. Experimental and human studies have recently revealed sexually dimorphic circadian drug responses. Dedicated randomized clinical trials should now aim to issue personalized circadian timing recommendations for daily medical practice, integrating innovative technologies for remote longitudinal monitoring of circadian metrics, statistical prediction of molecular clock function from single-timepoint biopsies, and multiscale biorhythmic mathematical modelling. Importantly, chronofit patients with a robust circadian function, who would benefit most from personalized chronotherapy, need to be identified. Conversely, nonchronofit patients could benefit from the emerging pharmacological class of chronobiotics targeting the circadian clock.
Collapse
Affiliation(s)
- Francis A Lévi
- Chronotherapy, Cancers and Transplantation Research Unit, Faculty of Medicine, Paris-Saclay University, Villejuif, France;
- Gastrointestinal and General Oncology Service, Paul-Brousse Hospital, Assistance Publique-Hôpitaux de Paris, Villejuif, France
- Department of Statistics, University of Warwick, Coventry, United Kingdom
| | - Alper Okyar
- Faculty of Pharmacy, Department of Pharmacology, Istanbul University, Beyazit-Istanbul, Turkey
| | - Eva Hadadi
- Laboratory of Cellular and Molecular Immunology, Vrije Universiteit Brussel, Brussels, Belgium
- Laboratory for Myeloid Cell Immunology, Center for Inflammation Research VIB, Zwijnaarde, Belgium
| | - Pasquale F Innominato
- Oncology Department, Ysbyty Gwynedd Hospital, Betsi Cadwaladr University Health Board, Bangor, United Kingdom
- Warwick Medical School and Cancer Research Centre, University of Warwick, Coventry, United Kingdom
| | - Annabelle Ballesta
- Inserm Unit 900, Cancer Systems Pharmacology, Institut Curie, MINES ParisTech CBIO-Centre for Computational Biology, PSL Research University, Saint-Cloud, France
| |
Collapse
|
4
|
van Beurden AW, Tersteeg MMH, Michel S, van Veldhoven JPD, IJzerman AP, Rohling JHT, Meijer JH. Small-molecule CEM3 strengthens single-cell oscillators in the suprachiasmatic nucleus. FASEB J 2024; 38:e23348. [PMID: 38084798 DOI: 10.1096/fj.202300597rr] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 10/25/2023] [Accepted: 11/20/2023] [Indexed: 12/18/2023]
Abstract
A robust endogenous clock is required for proper function of many physiological processes. The suprachiasmatic nucleus (SCN) constitutes our central circadian clock and allows us to adapt to daily changes in the environment. Aging can cause a decline in the amplitude of circadian rhythms in SCN and peripheral clocks, which contributes to increased risk of several chronic diseases. Strengthening clock function would therefore be an effective strategy to improve health. A high-throughput chemical screening has identified clock-enhancing molecule 3 (CEM3) as small molecule that increases circadian rhythm amplitude in cell lines and SCN explants. It is, however, currently not known whether CEM3 acts by enhancing the amplitude of individual single-cell oscillators or by enhancing synchrony among neurons. In view of CEM3's potential, it is of evident importance to clarify the mode of action of CEM3. Here, we investigated the effects of CEM3 on single-cell PERIOD2::LUCIFERASE rhythms in mouse SCN explants. CEM3 increased the amplitude in approximately 80%-90% of the individual cells in the SCN without disrupting the phase and/or period of their rhythms. Noticeably, CEM3's effect on amplitude is independent of the cell's initial amplitude. These findings make CEM3 a potential therapeutic candidate to restore compromised amplitude in circadian rhythms and will boost the development of other molecular approaches to improve health.
Collapse
Affiliation(s)
- Anouk W van Beurden
- Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, The Netherlands
| | - Mayke M H Tersteeg
- Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, The Netherlands
| | - Stephan Michel
- Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, The Netherlands
| | - Jaco P D van Veldhoven
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
| | - Adriaan P IJzerman
- Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
| | - Jos H T Rohling
- Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, The Netherlands
| | - Johanna H Meijer
- Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, The Netherlands
| |
Collapse
|
5
|
Zhu X, Hou Q, Zhang L, Wang D, Tian Z, Liu Y, Wang Y, Li Y, Jiang H. Isorhynchophylline improves lipid metabolism disorder by mediating a circadian rhythm gene Bmal1 in spontaneously hypertensive rat. Phytother Res 2023; 37:5991-6005. [PMID: 37752617 DOI: 10.1002/ptr.8015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 08/15/2023] [Accepted: 08/24/2023] [Indexed: 09/28/2023]
Abstract
Hypertension is a progressive metabolic disease characterized by circadian regulation of lipid metabolism disorder. Identifying specific lipid components and maintaining circadian homeostasis of lipid metabolism might be a promising therapeutic strategy for hypertension. Isorhynchophylline (IRP) can regulate lipid metabolism; however, the underlying mechanism of IRP in improving lipid metabolism rhythm disorder is still unclear. The lipid circadian biomarkers and abnormal metabolic pathways intervened by IRP were investigated using diurnal lipidomic research methods. The 24-h circadian changes in mRNA and protein expression levels of circadian genes, including Bmal1, Clock, Cry1, Cry2, Per1, and Per2, and lipid metabolism-related factors (PPARα and LPL) were determined using RT-PCR and western blot analyses, respectively. The underlying mechanisms were intensively investigated by inhibiting Bmal1. Molecular docking and drug affinity responsive target stability analyses were performed to assess the binding affinity of IRP and Bmal1. IRP treatment could effectively improve 24-h blood pressure, ameliorate the lipid metabolic rhythm disorder, reverse the expression levels of circadian rhythm genes, and regulate lipid metabolism-related genes (PPARα and LPL) by mediating Bmal1. This study highlighted the potential effects of IRP in maintaining the circadian homeostasis of lipid metabolism and the treatment of hypertension.
Collapse
Affiliation(s)
- Xialin Zhu
- Innovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, China
- Research Center of Basic Medicine, Jinan Central Hospital, Shandong First Medical University, Jinan, China
| | - Qingqing Hou
- College of Pharmaceutical Sciences, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Ling Zhang
- College of Pharmaceutical Sciences, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Danyang Wang
- Innovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Zhenhua Tian
- Experimental Center, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Yuecheng Liu
- Shandong Academy of Chinese Medicine, Jinan, China
| | - Yu Wang
- Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Yunlun Li
- Innovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, China
- Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China
- Key Laboratory of Traditional Chinese Medicine Classical Theory, Ministry of Education, Shandong University of Traditional Chinese Medicine, Jinan, China
- Shandong Provincial Key Laboratory of Traditional Chinese Medicine for Basic Research, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Haiqiang Jiang
- Innovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, China
- Key Laboratory of Traditional Chinese Medicine Classical Theory, Ministry of Education, Shandong University of Traditional Chinese Medicine, Jinan, China
- Shandong Provincial Key Laboratory of Traditional Chinese Medicine for Basic Research, Shandong University of Traditional Chinese Medicine, Jinan, China
| |
Collapse
|
6
|
Surme S, Ergun C, Gul S, Akyel YK, Gul ZM, Ozcan O, Ipek OS, Akarlar BA, Ozlu N, Taskin AC, Turkay M, Gören AC, Baris I, Ozturk N, Guzel M, Aydin C, Okyar A, Kavakli IH. TW68, cryptochromes stabilizer, regulates fasting blood glucose levels in diabetic ob/ob and high fat-diet-induced obese mice. Biochem Pharmacol 2023; 218:115896. [PMID: 37898388 DOI: 10.1016/j.bcp.2023.115896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 10/24/2023] [Accepted: 10/25/2023] [Indexed: 10/30/2023]
Abstract
Cryptochromes (CRYs), transcriptional repressors of the circadian clock in mammals, inhibit cAMP production when glucagon activates G-protein coupled receptors. Therefore, molecules that modulate CRYs have the potential to regulate gluconeogenesis. In this study, we discovered a new molecule called TW68 that interacts with the primary pockets of mammalian CRY1/2, leading to reduced ubiquitination levels and increased stability. In cell-based circadian rhythm assays using U2OS Bmal1-dLuc cells, TW68 extended the period length of the circadian rhythm. Additionally, TW68 decreased the transcriptional levels of two genes, Phosphoenolpyruvate carboxykinase 1 (PCK1) and Glucose-6-phosphatase (G6PC), which play crucial roles in glucose biosynthesis during glucagon-induced gluconeogenesis in HepG2 cells. Oral administration of TW68 in mice showed good tolerance, a good pharmacokinetic profile, and remarkable bioavailability. Finally, when administered to fasting diabetic animals from ob/ob and HFD-fed obese mice, TW68 reduced blood glucose levels by enhancing CRY stabilization and subsequently decreasing the transcriptional levels of Pck1 and G6pc. These findings collectively demonstrate the antidiabetic efficacy of TW68 in vivo, suggesting its therapeutic potential for controlling fasting glucose levels in the treatment of type 2 diabetes mellitus.
Collapse
Affiliation(s)
- Saliha Surme
- Department of Molecular Biology and Genetics, Koc University, Rumelifeneri Yolu, Istanbul, Türkiye
| | - Cagla Ergun
- Department of Chemical and Biological Engineering, Koc University, Rumelifeneri Yolu, Istanbul, Türkiye
| | - Seref Gul
- Istanbul University, Department of Biology, Biotechnology Division, TR-34116 Beyazit-İstanbul, Türkiye; Current address: Bezmialem Vakif University, Institute of Life Sciences and Biotechnology, Beykoz, Istanbul, Türkiye
| | - Yasemin Kubra Akyel
- Istanbul Medipol University, School of Medicine, Department of Medical Pharmacology, İstanbul, Türkiye; Istanbul University, Faculty of Pharmacy Department of Pharmacology, TR-34116 Beyazit-İstanbul, Türkiye
| | - Zeynep Melis Gul
- Department of Molecular Biology and Genetics, Koc University, Rumelifeneri Yolu, Istanbul, Türkiye
| | - Onur Ozcan
- Department of Molecular Biology and Genetics, Koc University, Rumelifeneri Yolu, Istanbul, Türkiye
| | - Ozgecan Savlug Ipek
- Istanbul Medipol University, Regenerative and Restorative Medicine Research Center (REMER), Kavacik Campus, Kavacik-Beykoz/İstanbul 34810, Türkiye
| | - Busra Aytul Akarlar
- Department of Molecular Biology and Genetics, Koc University, Rumelifeneri Yolu, Istanbul, Türkiye
| | - Nurhan Ozlu
- Department of Molecular Biology and Genetics, Koc University, Rumelifeneri Yolu, Istanbul, Türkiye
| | - Ali Cihan Taskin
- Department of Laboratory Animal Science, Aziz Sancar Institute of Experimental Medicine, Istanbul University, Istanbul, Türkiye
| | - Metin Turkay
- Department of Industrial Engineering, Koc University, Rumelifeneri Yolu, İstanbul, Türkiye
| | - Ahmet Ceyhan Gören
- Gebze Technical University, Department of Chemistry, Gebze, Kocaeli, Türkiye
| | - Ibrahim Baris
- Department of Molecular Biology and Genetics, Koc University, Rumelifeneri Yolu, Istanbul, Türkiye
| | - Nuri Ozturk
- Gebze Technical University, Department of Molecular Biology and Genetics, Gebze, Kocaeli, Türkiye
| | - Mustafa Guzel
- Istanbul Medipol University, Regenerative and Restorative Medicine Research Center (REMER), Kavacik Campus, Kavacik-Beykoz/İstanbul 34810, Türkiye
| | - Cihan Aydin
- Department of Molecular Biology and Genetics, Istanbul Medeniyet University, Istanbul, Türkiye
| | - Alper Okyar
- Istanbul University, Faculty of Pharmacy Department of Pharmacology, TR-34116 Beyazit-İstanbul, Türkiye
| | - Ibrahim Halil Kavakli
- Department of Molecular Biology and Genetics, Koc University, Rumelifeneri Yolu, Istanbul, Türkiye; Department of Chemical and Biological Engineering, Koc University, Rumelifeneri Yolu, Istanbul, Türkiye.
| |
Collapse
|
7
|
Noberini R, Bonaldi T. Proteomics contributions to epigenetic drug discovery. Proteomics 2023; 23:e2200435. [PMID: 37727062 DOI: 10.1002/pmic.202200435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 08/30/2023] [Accepted: 08/31/2023] [Indexed: 09/21/2023]
Abstract
The combined activity of epigenetic features, which include histone post-translational modifications, DNA methylation, and nucleosome positioning, regulates gene expression independently from changes in the DNA sequence, defining how the shared genetic information of an organism is used to generate different cell phenotypes. Alterations in epigenetic processes have been linked with a multitude of diseases, including cancer, fueling interest in the discovery of drugs targeting the proteins responsible for writing, erasing, or reading histone and DNA modifications. Mass spectrometry (MS)-based proteomics has emerged as a versatile tool that can assist drug discovery pipelines from target validation, through target deconvolution, to monitoring drug efficacy in vivo. Here, we provide an overview of the contributions of MS-based proteomics to epigenetic drug discovery, describing the main approaches that can be used to support different drug discovery pipelines and highlighting how they contributed to the development and characterization of epigenetic drugs.
Collapse
Affiliation(s)
- Roberta Noberini
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Tiziana Bonaldi
- Department of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hematology-Oncology, University of Milan, Milan, Italy
| |
Collapse
|
8
|
Parlak GC, Baris I, Gul S, Kavakli IH. Functional characterization of the CRY2 circadian clock component variant p.Ser420Phe revealed a new degradation pathway for CRY2. J Biol Chem 2023; 299:105451. [PMID: 37951306 PMCID: PMC10731238 DOI: 10.1016/j.jbc.2023.105451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 10/25/2023] [Accepted: 10/27/2023] [Indexed: 11/13/2023] Open
Abstract
Cryptochromes (CRYs) are essential components of the circadian clock, playing a pivotal role as transcriptional repressors. Despite their significance, the precise mechanisms underlying CRYs' involvement in the circadian clock remain incompletely understood. In this study, we identified a rare CRY2 variant, p.Ser420Phe, from the 1000 Genomes Project and Ensembl database that is located in the functionally important coiled-coil-like helix (CC-helix) region. Functional characterization of this variant at the cellular level revealed that p.Ser420Phe CRY2 had reduced repression activity on CLOCK:BMAL1-driven transcription due to its reduced affinity to the core clock protein PER2 and defective translocation into the nucleus. Intriguingly, the CRY2 variant exhibited an unexpected resistance to degradation via the canonical proteasomal pathway, primarily due to the loss of interactions with E3 ligases (FBXL3 and FBXL21), which suggests Ser-420 of CRY2 is required for the interaction with E3 ligases. Further studies revealed that wild-type and CRY2 variants are degraded by the lysosomal-mediated degradation pathway, a mechanism not previously associated with CRY2. Surprisingly, our complementation study with Cry1-/-Cry2-/- double knockout mouse embryonic fibroblast cells indicated that the CRY2 variant caused a 7 h shorter circadian period length in contrast to the observed prolonged period length in CRY2-/- cell lines. In summary, this study reveals a hitherto unknown degradation pathway for CRY2, shedding new light on the regulation of circadian rhythm period length.
Collapse
Affiliation(s)
- Gizem Cagla Parlak
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkiye
| | - Ibrahim Baris
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkiye
| | - Seref Gul
- Institute of Life Sciences and Biotechnology, Bezmialem Vakif University, Beykoz, Turkiye
| | - Ibrahim Halil Kavakli
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkiye; Department of Chemical and Biological Engineering, Koc University, Istanbul, Turkiye.
| |
Collapse
|
9
|
Zhao Y, Zhang R, Chen Z, Wang Z, Guan S, Lu J. Protective effect of brain and muscle arnt-like protein-1 against ethanol-induced ferroptosis by activating Nrf2 in mice liver and HepG2 cells. FOOD SCIENCE AND HUMAN WELLNESS 2023. [DOI: 10.1016/j.fshw.2023.03.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/08/2023]
|
10
|
Bhatnagar A, Murray G, Ray S. Circadian biology to advance therapeutics for mood disorders. Trends Pharmacol Sci 2023; 44:689-704. [PMID: 37648611 DOI: 10.1016/j.tips.2023.07.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Revised: 07/30/2023] [Accepted: 07/30/2023] [Indexed: 09/01/2023]
Abstract
Mood disorders account for a significant global disease burden, and pharmacological innovation is needed as existing medications are suboptimal. A wide range of evidence implicates circadian and sleep dysfunction in the pathogenesis of mood disorders, and there is growing interest in these chronobiological pathways as a focus for treatment innovation. We review contemporary evidence in three promising areas in circadian-clock-based therapeutics in mood disorders: targeting the circadian system informed by mechanistic molecular advances; time-tailoring of medications; and personalizing treatment using circadian parameters. We also consider the limitations and challenges in accelerating the development of new circadian-informed pharmacotherapies for mood disorders.
Collapse
Affiliation(s)
- Apoorva Bhatnagar
- Department of Biotechnology, Indian Institute of Technology Hyderabad, Kandi, Sangareddy, 502284, Telangana, India; Centre for Mental Health, Swinburne University of Technology, Melbourne, Victoria, Australia
| | - Greg Murray
- Centre for Mental Health, Swinburne University of Technology, Melbourne, Victoria, Australia.
| | - Sandipan Ray
- Department of Biotechnology, Indian Institute of Technology Hyderabad, Kandi, Sangareddy, 502284, Telangana, India.
| |
Collapse
|
11
|
Laothamatas I, Rasmussen ES, Green CB, Takahashi JS. Metabolic and chemical architecture of the mammalian circadian clock. Cell Chem Biol 2023; 30:1033-1052. [PMID: 37708890 PMCID: PMC10631358 DOI: 10.1016/j.chembiol.2023.08.014] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 07/20/2023] [Accepted: 08/23/2023] [Indexed: 09/16/2023]
Abstract
Circadian rhythms are endogenous periodic biological processes that occur on a daily timescale. These rhythms are generated by a transcriptional/translational feedback loop that consists of the CLOCK-BMAL1 heterodimeric transcriptional activator complex and the PER1/2-CRY1/2-CK1δ/ε repressive complex. The output pathways of this molecular feedback loop generate circadian rhythmicity in various biological processes. Among these, metabolism is a primary regulatory target of the circadian clock which can also feedback to modulate clock function. This intertwined relationship between circadian rhythms and metabolism makes circadian clock components promising therapeutic targets. Despite this, pharmacological therapeutics that target the circadian clock are relatively rare. In this review, we hope to stimulate interest in chemical chronobiology by providing a comprehensive background on the molecular mechanism of mammalian circadian rhythms and their connection to metabolism, highlighting important studies in the chemical approach to circadian research, and offering our perspectives on future developments in the field.
Collapse
Affiliation(s)
- Isara Laothamatas
- Department of Neuroscience, Peter O'Donnell Jr. Brain Institute, University of Texas Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX 75390, USA
| | - Emil Sjulstok Rasmussen
- Department of Neuroscience, Peter O'Donnell Jr. Brain Institute, University of Texas Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX 75390, USA
| | - Carla B Green
- Department of Neuroscience, Peter O'Donnell Jr. Brain Institute, University of Texas Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX 75390, USA
| | - Joseph S Takahashi
- Department of Neuroscience, Peter O'Donnell Jr. Brain Institute, University of Texas Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX 75390, USA; Howard Hughes Medical Institute, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA.
| |
Collapse
|
12
|
Pitsillou E, Liang JJ, Beh RC, Hung A, Karagiannis TC. Identification of dietary compounds that interact with the circadian clock machinery: Molecular docking and structural similarity analysis. J Mol Graph Model 2023; 123:108529. [PMID: 37263157 DOI: 10.1016/j.jmgm.2023.108529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 05/11/2023] [Accepted: 05/21/2023] [Indexed: 06/03/2023]
Abstract
The molecular clock is vital for regulating circadian rhythms in various physiological processes, and its dysregulation is associated with multiple diseases. As such, the use of small molecule modulators to regulate the molecular clock presents a promising therapeutic approach. In this study, we generated a homology model of the human circadian locomotor output cycles kaput (CLOCK) protein to evaluate its ligand binding sites. Using molecular docking, we obtained further insights into the binding mode of the control compound CLK8 and explored a selection of dietary compounds. Our investigation of dietary compounds was guided by their potential interactions with the retinoic acid-related orphan receptors RORα/γ, which are involved in circadian regulation. Through the molecular similarity and docking analyses, we identified oleanolic acid demethyl, 3-epi-lupeol, and taraxasterol as potential ROR-interacting compounds. These compounds may exert therapeutic effects through their modulation of RORα/γ activity and subsequently influence the molecular clock. Overall, our study highlights the potential of small molecule modulators in regulating the molecular clock and the importance of exploring dietary compounds as a source of such modulators. Our findings also provide insights into the binding mechanisms of CLK8 and shed light on potential compounds that can interact with RORs to regulate the molecular clock. Future investigations could focus on validating the efficacy of these compounds in modulating the molecular clock and their potential use as therapeutic agents.
Collapse
Affiliation(s)
- Eleni Pitsillou
- Epigenomic Medicine Laboratory at ProspED, Carlton, VIC, 3053, Australia; School of Science, STEM College, RMIT University, VIC, 3001, Australia
| | - Julia J Liang
- Epigenomic Medicine Laboratory at ProspED, Carlton, VIC, 3053, Australia; School of Science, STEM College, RMIT University, VIC, 3001, Australia
| | - Raymond C Beh
- Epigenomic Medicine Laboratory at ProspED, Carlton, VIC, 3053, Australia; School of Science, STEM College, RMIT University, VIC, 3001, Australia
| | - Andrew Hung
- School of Science, STEM College, RMIT University, VIC, 3001, Australia
| | - Tom C Karagiannis
- Epigenomic Medicine Laboratory at ProspED, Carlton, VIC, 3053, Australia; Department of Clinical Pathology, The University of Melbourne, Parkville, VIC, 3010, Australia.
| |
Collapse
|
13
|
Akyel YK, Ozturk Civelek D, Ozturk Seyhan N, Gul S, Gazioglu I, Pala Kara Z, Lévi F, Kavakli IH, Okyar A. Diurnal Changes in Capecitabine Clock-Controlled Metabolism Enzymes Are Responsible for Its Pharmacokinetics in Male Mice. J Biol Rhythms 2023; 38:171-184. [PMID: 36762608 PMCID: PMC10037547 DOI: 10.1177/07487304221148779] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
The circadian timing system controls absorption, distribution, metabolism, and elimination processes of drug pharmacokinetics over a 24-h period. Exposure of target tissues to the active form of the drug and cytotoxicity display variations depending on the chronopharmacokinetics. For anticancer drugs with narrow therapeutic ranges and dose-limiting side effects, it is particularly important to know the temporal changes in pharmacokinetics. A previous study indicated that pharmacokinetic profile of capecitabine was different depending on dosing time in rat. However, it is not known how such difference is attributed with respect to diurnal rhythm. Therefore, in this study, we evaluated capecitabine-metabolizing enzymes in a diurnal rhythm-dependent manner. To this end, C57BL/6J male mice were orally treated with 500 mg/kg capecitabine at ZT1, ZT7, ZT13, or ZT19. We then determined pharmacokinetics of capecitabine and its metabolites, 5'-deoxy-5-fluorocytidine (5'DFCR), 5'-deoxy-5-fluorouridine (5'DFUR), 5-fluorouracil (5-FU), in plasma and liver. Results revealed that plasma Cmax and AUC0-6h (area under the plasma concentration-time curve from 0 to 6 h) values of capecitabine, 5'DFUR, and 5-FU were higher during the rest phase (ZT1 and ZT7) than the activity phase (ZT13 and ZT19) (p < 0.05). Similarly, Cmax and AUC0-6h values of 5'DFUR and 5-FU in liver were higher during the rest phase than activity phase (p < 0.05), while there was no significant difference in liver concentrations of capecitabine and 5'DFCR. We determined the level of the enzymes responsible for the conversion of capecitabine and its metabolites at each ZT. Results indicated the levels of carboxylesterase 1 and 2, cytidine deaminase, uridine phosphorylase 2, and dihydropyrimidine dehydrogenase (p < 0.05) are being rhythmically regulated and, in turn, attributed different pharmacokinetics profiles of capecitabine and its metabolism. This study highlights the importance of capecitabine administration time to increase the efficacy with minimum adverse effects.
Collapse
Affiliation(s)
- Yasemin Kubra Akyel
- Department of Pharmacology, Faculty of Pharmacy, Istanbul University, Istanbul, Turkey
- Department of Medical Pharmacology, School of Medicine, Istanbul Medipol University, Istanbul, Turkey
| | - Dilek Ozturk Civelek
- Department of Pharmacology, Faculty of Pharmacy, Bezmialem Vakif University, Istanbul, Turkey
| | - Narin Ozturk Seyhan
- Department of Pharmacology, Faculty of Pharmacy, Istanbul University, Istanbul, Turkey
| | - Seref Gul
- Biotechnology Division, Department of Biology, Faculty of Science, Istanbul University, Istanbul, Turkey
| | - Isil Gazioglu
- Department of Analytical Chemistry, Faculty of Pharmacy, Bezmialem Vakif University, Istanbul, Turkey
| | - Zeliha Pala Kara
- Department of Pharmacology, Faculty of Pharmacy, Istanbul University, Istanbul, Turkey
| | - Francis Lévi
- UPR "Chronotherapy, Cancer and Transplantation," Medical School, Paris-Saclay University, Villejuif, France
- Medical Oncology Department, Paul Brousse Hospital, Villejuif, France
- Cancer Chronotherapy Team, Cancer Research Centre, Division of Biomedical Sciences, Warwick Medical School, Coventry, UK
| | - Ibrahim Halil Kavakli
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey
- Department of Chemical and Biological Engineering, Koc University, Istanbul, Turkey
| | - Alper Okyar
- Department of Pharmacology, Faculty of Pharmacy, Istanbul University, Istanbul, Turkey
| |
Collapse
|
14
|
Huang C, Zhang C, Cao Y, Li J, Bi F. Major roles of the circadian clock in cancer. Cancer Biol Med 2023; 20:j.issn.2095-3941.2022.0474. [PMID: 36647780 PMCID: PMC9843445 DOI: 10.20892/j.issn.2095-3941.2022.0474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Circadian rhythms are natural rhythms that widely exist in all creatures, and regulate the processes and physiological functions of various biochemical reactions. The circadian clock is critical for cancer occurrence and progression. Its function is regulated by metabolic activities, and the expression and transcription of various genes. This review summarizes the composition of the circadian clock; the biological basis for its function; its relationship with, and mechanisms in, cancer; its various functions in different cancers; the effects of anti-tumor treatment; and potential therapeutic targets. Research in this area is expected to advance understanding of circadian locomotor output cycles kaput (CLOCK) and brain and muscle ARNT-like protein 1 (BMAL1) in tumor diseases, and contribute to the development of new anti-tumor treatment strategies.
Collapse
Affiliation(s)
- Chen Huang
- Department of Abdominal Oncology, Cancer Center and Laboratory of Molecular Targeted Therapy in Oncology, West China Hospital, Sichuan University, Chengdu 610000, China
| | - Chenliang Zhang
- Laboratory of Molecular Targeted Therapy in Oncology, West China Hospital, Sichuan University, Chengdu 610000, China
| | - Yubin Cao
- Department of Gastroenterology, West China Hospital, Sichuan University, Chengdu 610000, China
| | - Jian Li
- West China School of Medicine, Sichuan University, Chengdu 610000, China
| | - Feng Bi
- Department of Abdominal Oncology, Cancer Center and Laboratory of Molecular Targeted Therapy in Oncology, West China Hospital, Sichuan University, Chengdu 610000, China
| |
Collapse
|
15
|
Giri A, Rahman I, Sundar IK. Circadian clock-based therapeutics in chronic pulmonary diseases. Trends Pharmacol Sci 2022; 43:1014-1029. [PMID: 36302705 PMCID: PMC9756397 DOI: 10.1016/j.tips.2022.09.004] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 09/16/2022] [Accepted: 09/20/2022] [Indexed: 11/11/2022]
Abstract
The circadian clock is the biochemical oscillator that orchestrates the observable circadian rhythms in physiology and behavior. Disruption of the circadian clock in the lungs during chronic pulmonary diseases is considered one of the key etiological risk factors that drive pathobiology. Preclinical studies support that pharmacological manipulation of the circadian clock is a conceivable approach for the development of novel clock-based therapeutics. Despite recent advances, no effort has been undertaken to integrate novel findings for the treatment and management of chronic lung diseases. We, therefore, recognize the need to discuss the candidate clock genes that can be potentially targeted for therapeutic intervention. Here, we aim to create the first roadmap that will advance the development of circadian- clock-based therapeutics that may provide better outcomes in treating chronic pulmonary diseases.
Collapse
Affiliation(s)
- Allan Giri
- Department of Internal Medicine, Division of Pulmonary, Critical Care and Sleep Medicine, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Irfan Rahman
- Department of Environmental Medicine, School of Medicine and Dentistry, University of Rochester Medical Center, Rochester, New York, USA
| | - Isaac Kirubakaran Sundar
- Department of Internal Medicine, Division of Pulmonary, Critical Care and Sleep Medicine, University of Kansas Medical Center, Kansas City, Kansas, USA.
| |
Collapse
|
16
|
Gul S, Akyel YK, Gul ZM, Isin S, Ozcan O, Korkmaz T, Selvi S, Danis I, Ipek OS, Aygenli F, Taskin AC, Akarlar BA, Ozlu N, Ozturk N, Ozturk N, Ünal DÖ, Guzel M, Turkay M, Okyar A, Kavakli IH. Discovery of a small molecule that selectively destabilizes Cryptochrome 1 and enhances life span in p53 knockout mice. Nat Commun 2022; 13:6742. [PMID: 36347873 PMCID: PMC9643396 DOI: 10.1038/s41467-022-34582-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2021] [Accepted: 10/31/2022] [Indexed: 11/09/2022] Open
Abstract
Cryptochromes are negative transcriptional regulators of the circadian clock in mammals. It is not clear how reducing the level of endogenous CRY1 in mammals will affect circadian rhythm and the relation of such a decrease with apoptosis. Here, we discovered a molecule (M47) that destabilizes Cryptochrome 1 (CRY1) both in vitro and in vivo. The M47 selectively enhanced the degradation rate of CRY1 by increasing its ubiquitination and resulted in increasing the circadian period length of U2OS Bmal1-dLuc cells. In addition, subcellular fractionation studies from mice liver indicated that M47 increased degradation of the CRY1 in the nucleus. Furthermore, M47-mediated CRY1 reduction enhanced oxaliplatin-induced apoptosis in Ras-transformed p53 null fibroblast cells. Systemic repetitive administration of M47 increased the median lifespan of p53-/- mice by ~25%. Collectively our data suggest that M47 is a promising molecule to treat forms of cancer depending on the p53 mutation.
Collapse
Affiliation(s)
- Seref Gul
- grid.15876.3d0000000106887552Department of Chemical and Biological Engineering, Koc University, 34450 Sariyer-Istanbul, Turkey ,grid.9601.e0000 0001 2166 6619Present Address: Department of Biology, Biotechnology Division, İstanbul University, TR-34116 Beyazit-Istanbul, Turkey
| | - Yasemin Kubra Akyel
- grid.9601.e0000 0001 2166 6619Faculty of Pharmacy, Department of Pharmacology, İstanbul University, TR-34116 Beyazit-Istanbul, Turkey ,grid.411781.a0000 0004 0471 9346Present Address: School of Medicine, Department of Medical Pharmacology, Istanbul Medipol University, Istanbul, Turkey
| | - Zeynep Melis Gul
- grid.15876.3d0000000106887552Department of Molecular Biology and Genetics, Koc University, İstanbul, Turkey
| | - Safak Isin
- grid.15876.3d0000000106887552Department of Molecular Biology and Genetics, Koc University, İstanbul, Turkey
| | - Onur Ozcan
- grid.15876.3d0000000106887552Department of Molecular Biology and Genetics, Koc University, İstanbul, Turkey
| | - Tuba Korkmaz
- grid.448834.70000 0004 0595 7127Department of Molecular Biology and Genetics, Gebze Technical University, Gebze, 41400 Kocaeli, Turkey
| | - Saba Selvi
- grid.448834.70000 0004 0595 7127Department of Molecular Biology and Genetics, Gebze Technical University, Gebze, 41400 Kocaeli, Turkey
| | - Ibrahim Danis
- grid.9601.e0000 0001 2166 6619Faculty of Pharmacy, Department of Analytical Chemistry, İstanbul University, TR-34116 Beyazit-Istanbul, Turkey ,grid.9601.e0000 0001 2166 6619İstanbul University Drug Research and Application Center (ILAM), TR-34116 Beyazıt-Istanbul, Turkey
| | - Ozgecan Savlug Ipek
- grid.411781.a0000 0004 0471 9346Regenerative and Restorative Medicine Research Center (REMER), İstanbul Medipol University, Kavacik Campus, Kavacik-Beykoz/Istanbul, 34810 Turkey ,grid.38575.3c0000 0001 2337 3561Department of Chemistry, Graduate School of Natural and Applied Sciences, Yildiz Technical University, Besiktas/Istanbul, 34349 Turkey
| | - Fatih Aygenli
- grid.448834.70000 0004 0595 7127Department of Molecular Biology and Genetics, Gebze Technical University, Gebze, 41400 Kocaeli, Turkey
| | - Ali Cihan Taskin
- grid.15876.3d0000000106887552Animal Research Facility, Research Center for Translational Medicine, Koc University, Rumelifeneri yolu, 34450 Sariyer-Istanbul, Turkey
| | - Büşra Aytül Akarlar
- grid.15876.3d0000000106887552Department of Molecular Biology and Genetics, Koc University, İstanbul, Turkey
| | - Nurhan Ozlu
- grid.15876.3d0000000106887552Department of Molecular Biology and Genetics, Koc University, İstanbul, Turkey
| | - Nuri Ozturk
- grid.448834.70000 0004 0595 7127Department of Molecular Biology and Genetics, Gebze Technical University, Gebze, 41400 Kocaeli, Turkey
| | - Narin Ozturk
- grid.9601.e0000 0001 2166 6619Faculty of Pharmacy, Department of Pharmacology, İstanbul University, TR-34116 Beyazit-Istanbul, Turkey
| | - Durişehvar Özer Ünal
- grid.9601.e0000 0001 2166 6619Faculty of Pharmacy, Department of Analytical Chemistry, İstanbul University, TR-34116 Beyazit-Istanbul, Turkey ,grid.9601.e0000 0001 2166 6619İstanbul University Drug Research and Application Center (ILAM), TR-34116 Beyazıt-Istanbul, Turkey
| | - Mustafa Guzel
- grid.411781.a0000 0004 0471 9346Regenerative and Restorative Medicine Research Center (REMER), İstanbul Medipol University, Kavacik Campus, Kavacik-Beykoz/Istanbul, 34810 Turkey ,grid.411781.a0000 0004 0471 9346International School of Medicine, Department of Medical Pharmacology, Kavacik Campus, İstanbul Medipol University, Kavacik-Beykoz/Istanbul, 34810 Turkey
| | - Metin Turkay
- grid.15876.3d0000000106887552Department of Industrial Engineering, Koc University, Istanbul, Turkey
| | - Alper Okyar
- grid.9601.e0000 0001 2166 6619Faculty of Pharmacy, Department of Pharmacology, İstanbul University, TR-34116 Beyazit-Istanbul, Turkey
| | - Ibrahim Halil Kavakli
- grid.15876.3d0000000106887552Department of Chemical and Biological Engineering, Koc University, 34450 Sariyer-Istanbul, Turkey ,grid.15876.3d0000000106887552Department of Molecular Biology and Genetics, Koc University, İstanbul, Turkey
| |
Collapse
|
17
|
Rasmussen ES, Takahashi JS, Green CB. Time to target the circadian clock for drug discovery. Trends Biochem Sci 2022; 47:745-758. [PMID: 35577675 PMCID: PMC9378619 DOI: 10.1016/j.tibs.2022.04.009] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 04/01/2022] [Accepted: 04/18/2022] [Indexed: 11/30/2022]
Abstract
The circadian clock is an intracellular timekeeping device that drives daily rhythms in diverse and extensive processes throughout the body. The clock mechanism comprises a core transcription/translation negative feedback loop that is modulated by a complex set of additional interlocking feedback loops. Pharmacological manipulation of the clock may be valuable for treating many maladies including jet lag, shift work and related sleep disorders, various metabolic diseases, and cancer. We review recent identification of small-molecule clock modulators and discuss the biochemical features of the core clock that may be amenable to future drug discovery.
Collapse
Affiliation(s)
- Emil Sjulstok Rasmussen
- Department of Neuroscience, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Joseph S Takahashi
- Department of Neuroscience, University of Texas Southwestern Medical Center, Dallas, TX, USA; Howard Hughes Medical Institute, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Carla B Green
- Department of Neuroscience, University of Texas Southwestern Medical Center, Dallas, TX, USA.
| |
Collapse
|
18
|
Parlak GC, Camur BB, Gul S, Ozcan O, Baris I, Kavakli IH. The secondary pocket of Cryptochrome 2 is important for the regulation of its stability and localization. J Biol Chem 2022; 298:102334. [PMID: 35933018 PMCID: PMC9442382 DOI: 10.1016/j.jbc.2022.102334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 07/13/2022] [Accepted: 07/15/2022] [Indexed: 11/28/2022] Open
Abstract
Human clock-gene variations contribute to the phenotypic differences observed in various behavioral and physiological processes such as diurnal preference, sleep, metabolism, mood regulation, addiction, and fertility. However, little is known about the possible effects of identified variations at the molecular level. In this study, we performed a functional characterization at the cellular level of rare CRYPTOCHROME 2 (CRY2) missense variations that were identified from the Ensembl database. Our structural studies revealed that three variations (p.Pro123Leu, p.Asp406His, p.Ser410Ile) are located at the rim of the secondary pocket of CRY2. We show these variants were unable to repress CLOCK/BMAL1-driven transcription in a cell-based reporter assay and had reduced affinity to CLOCK/BMAL1. Furthermore, our biochemical studies indicated that the variants were less stable than the wild-type CRY2, which could be rescued in the presence of Period 2 (PER2), another core clock protein. Finally, we found these variants were unable to properly localize to the nucleus, and thereby were unable to rescue the circadian rhythm in a Cry1-/-Cry2-/- double-knockout mouse embryonic fibroblast cell line. Collectively, our data suggest that the rim of the secondary pocket of CRY2 plays a significant role in its nuclear localization independently of PER2 and in the intact circadian rhythm at the cellular level.
Collapse
Affiliation(s)
- Gizem Cagla Parlak
- Koc university Department Molecular Biology and Genetics, Rumeli Feneri Yolu, Sariyer, Istanbul, Turkey
| | - Bilge Bahar Camur
- Koc university Department Molecular Biology and Genetics, Rumeli Feneri Yolu, Sariyer, Istanbul, Turkey
| | - Seref Gul
- Istanbul University, Department of Biology, Biotechnology Division, 34134 Suleymaniye, Istanbul, Turkey
| | - Onur Ozcan
- Koc university Department Molecular Biology and Genetics, Rumeli Feneri Yolu, Sariyer, Istanbul, Turkey
| | - Ibrahim Baris
- Koc university Department Molecular Biology and Genetics, Rumeli Feneri Yolu, Sariyer, Istanbul, Turkey
| | - Ibrahim Halil Kavakli
- Koc university Department Molecular Biology and Genetics, Rumeli Feneri Yolu, Sariyer, Istanbul, Turkey; Koc university Department Chemical and Biological Engineering, Rumeli Feneri Yolu, Sariyer, Istanbul, Turkey.
| |
Collapse
|
19
|
Wang F, Guo L, Wu Z, Zhang T, Dong D, Wu B. The Clock gene regulates kainic acid-induced seizures through inhibiting ferroptosis in mice. J Pharm Pharmacol 2022; 74:1640-1650. [PMID: 35704277 DOI: 10.1093/jpp/rgac042] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 05/20/2022] [Indexed: 12/28/2022]
Abstract
OBJECTIVES Temporal lobe epilepsy (TLE) is a common and intractable form of epilepsy. There is a strong need to better understand molecular events underlying TLE and to find novel therapeutic agents. Here we aimed to investigate the role of Clock and ferroptosis in regulating TLE. METHODS TLE model was established by treating mice with kainic acid (KA). Regulatory effects of the Clock gene on KA-induced seizures and ferroptosis were evaluated using Clock knockout (Clock-/-) mice. mRNA and protein levels were determined by quantitative real-time PCR and western blotting, respectively. Ferroptosis was assessed by measuring the levels of iron, GSH and ROS. Transcriptional regulation was studied using a combination of luciferase reporter, mobility shift and chromatin immunoprecipitation (ChIP) assays. KEY FINDINGS We found that Clock ablation exacerbated KA-induced seizures in mice, accompanied by enhanced ferroptosis in the hippocampus. Clock ablation reduced the hippocampal expression of GPX4 and PPAR-γ, two ferroptosis-inhibitory factors, in mice and in N2a cells. Moreover, Clock regulates diurnal expression of GPX4 and PPAR-γ in mouse hippocampus and rhythmicity in KA-induced seizures. Consistent with this finding, Clock overexpression up-regulated GPX4 and PPAR-γ and protected against ferroptosis in N2a cells. In addition, luciferase reporter, mobility shift and ChIP assays showed that CLOCK trans-activated Gpx4 and Ppar-γ through direct binding to the E-box elements in the gene promoters. CONCLUSION CLOCK protects against KA-induced seizures through increased expression of GPX4 and PPAR-γ and inhibition of ferroptosis.
Collapse
Affiliation(s)
- Fei Wang
- College of Pharmacy, Jinan University, Guangzhou, China.,Institute of Molecular Rhythm and Metabolism, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Lianxia Guo
- College of Pharmacy, Jinan University, Guangzhou, China.,Institute of Molecular Rhythm and Metabolism, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Zhengping Wu
- School of Medicine, Yichun University, Yichun, China
| | - Tianpeng Zhang
- Institute of Molecular Rhythm and Metabolism, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Dong Dong
- School of Medicine, Jinan University, Guangzhou, China
| | - Baojian Wu
- Institute of Molecular Rhythm and Metabolism, Guangzhou University of Chinese Medicine, Guangzhou, China
| |
Collapse
|
20
|
Gul H, Selvi S, Yilmaz F, Ozcelik G, Olfaz‐Aslan S, Yazan S, Tiryaki B, Gul S, Yurtseven A, Kavakli IH, Ozlu N, Ozturk N. Proteome analysis of the circadian clock protein PERIOD2. Proteins 2022; 90:1315-1330. [DOI: 10.1002/prot.26314] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 01/25/2022] [Accepted: 01/29/2022] [Indexed: 12/17/2022]
Affiliation(s)
- Huseyin Gul
- Department of Molecular Biology and Genetics Gebze Technical University Gebze Kocaeli Turkey
| | - Saba Selvi
- Department of Molecular Biology and Genetics Gebze Technical University Gebze Kocaeli Turkey
| | - Fatma Yilmaz
- Department of Molecular Biology and Genetics Gebze Technical University Gebze Kocaeli Turkey
| | - Gozde Ozcelik
- Department of Molecular Biology and Genetics Gebze Technical University Gebze Kocaeli Turkey
| | - Senanur Olfaz‐Aslan
- Department of Molecular Biology and Genetics Gebze Technical University Gebze Kocaeli Turkey
| | - Seyma Yazan
- Department of Molecular Biology and Genetics Gebze Technical University Gebze Kocaeli Turkey
| | - Busra Tiryaki
- Department of Molecular Biology and Genetics Gebze Technical University Gebze Kocaeli Turkey
| | - Seref Gul
- Department of Biology Istanbul University Istanbul Turkey
| | - Ali Yurtseven
- Department of Molecular Biology and Genetics Koc University Istanbul Turkey
| | - Ibrahim Halil Kavakli
- Department of Molecular Biology and Genetics Koc University Istanbul Turkey
- Department of Chemical and Biological Engineering Koc University Istanbul Turkey
| | - Nurhan Ozlu
- Department of Molecular Biology and Genetics Koc University Istanbul Turkey
| | - Nuri Ozturk
- Department of Molecular Biology and Genetics Gebze Technical University Gebze Kocaeli Turkey
| |
Collapse
|
21
|
Hatori M, Hirota T. Cell-Based Phenotypic Screens to Discover Circadian Clock-Modulating Compounds. METHODS IN MOLECULAR BIOLOGY (CLIFTON, N.J.) 2022; 2482:95-104. [PMID: 35610421 DOI: 10.1007/978-1-0716-2249-0_6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
There is increasing demand to control circadian clock functions in a conditional manner for deeper understanding of the circadian system as well as for potential treatment of clock-related diseases. Small-molecule compounds provide powerful tools to reveal novel functions of target proteins in the circadian clock mechanism, and can be great therapeutic candidates. Here we describe the detailed methods of measuring cellular circadian rhythms in a high-throughput manner for chemical screening to identify compounds that affect circadian rhythms by targeting clock-related proteins.
Collapse
Affiliation(s)
- Megumi Hatori
- Institute of Transformative Bio-Molecules, Nagoya University, Nagoya, Japan
| | - Tsuyoshi Hirota
- Institute of Transformative Bio-Molecules, Nagoya University, Nagoya, Japan.
| |
Collapse
|
22
|
Protein interaction networks of the mammalian core clock proteins. ADVANCES IN PROTEIN CHEMISTRY AND STRUCTURAL BIOLOGY 2022; 131:207-233. [PMID: 35871891 DOI: 10.1016/bs.apcsb.2022.04.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Circadian rhythm is a 24-h cycle that regulates the biochemical and behavioral changes of organisms. It controls a wide range of functions, from gene expression to behavior, allowing organisms to anticipate daily changes in their environment. In mammals, circadian rhythm is generated by a complex transcriptional and translational feedback loop mechanism. The binding of CLOCK/BMAL1 heterodimer to the E-box of DNA located within the promoter region initiates transcription of clock control genes including the transcription of the other two core clock genes of Periods (Pers) and Cryptochromes (Crys). Then PERs and CRYs along with casein kinase 1ɛ/Δ translocate into the nucleus where they suppress CLOCK/BMAL1 transactivation and, in turn, clock-regulated gene expression. Various clock components must be operational to aid in their stabilization and period extension in circadian rhythm. In this review, we have highlighted the recent progress for the core clock interacting proteins to maintain and to stabilize circadian rhythm in mammals.
Collapse
|
23
|
Identification of novel small molecules targeting core clock proteins to regulate circadian rhythm. Curr Opin Chem Eng 2022. [DOI: 10.1016/j.coche.2021.100730] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
|
24
|
Shen J, Shan J, Zhong L, Liang B, Zhang D, Li M, Tang H. Dietary Phytochemicals that Can Extend Longevity by Regulation of Metabolism. PLANT FOODS FOR HUMAN NUTRITION (DORDRECHT, NETHERLANDS) 2022; 77:12-19. [PMID: 35025006 PMCID: PMC8756168 DOI: 10.1007/s11130-021-00946-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 12/15/2021] [Indexed: 06/14/2023]
Abstract
Diet provides energy and nutrition for human survival, and also provides various joy of taste. Extensive studies have shown that the major components of diet, such as protein, carbohydrate and fat, play important roles in regulating aging and longevity. Whether other dietary ingredients can help prevent aging and extend longevity is a very interesting question. Here based on recent findings, we discussed dietary plant ingredients that can extend longevity by regulation of metabolism, targeting TRP channels, mitophagy, senescence pathways and circadian rhythms. Better understanding of the detailed effects and mechanisms of dietary ingredients on longevity regulation, would be helpful for developing new intervention tools for preventing aging and aging related diseases.
Collapse
Affiliation(s)
- Jie Shen
- Department of Biomedical Engineering, College of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, 310018, China.
| | - Jianying Shan
- Department of Biomedical Engineering, College of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, 310018, China
| | - Lichao Zhong
- Department of Biomedical Engineering, College of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, 310018, China
| | - Boying Liang
- Department of Biomedical Engineering, College of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, 310018, China
| | - Dake Zhang
- Department of Biomedical Engineering, College of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, 310018, China
| | - Motao Li
- Department of Optoelectronic Information Science and Engineering, College of Science, Hangzhou Dianzi University, Hangzhou, 310018, China
| | - Hao Tang
- Department of Biomedical Engineering, College of Artificial Intelligence, Hangzhou Dianzi University, Hangzhou, 310018, China
| |
Collapse
|
25
|
Core clock regulators in dexamethasone-treated HEK 293T cells at 4 h intervals. BMC Res Notes 2022; 15:23. [PMID: 35090555 PMCID: PMC8796574 DOI: 10.1186/s13104-021-05871-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 11/30/2021] [Indexed: 11/10/2022] Open
Abstract
OBJECTIVE The study of the circadian clock and its mechanisms is easily facilitated through clock resetting in cell culture. Among the various established synchronizers of the circadian clock in cell culture (temperature, serum shock, glucocorticoids), the artificial glucocorticoid Dexamethasone (DEX) is the most widely used. DEX treatment as a protocol to reset the circadian clock in culture gives simple readout with minimal laboratory requirements. Even though there are many studies regarding clock resetting in culture using DEX, reference points or expression patterns of core clock genes and their protein products are scarce and sometimes contradict other works with similar methodology. We synchronise a cell line of human origin with DEX to be used for studies on circadian rhythms. RESULTS We treat HEK 293T cells with DEX and describe the patterns of mRNA and proteins of core clock regulators, while making a clear point on how CLOCK is less than an ideal molecule to help monitor rhythms in this cell line.
Collapse
|
26
|
Bevinakoppamath S, Ramachandra SC, Yadav AK, Basavaraj V, Vishwanath P, Prashant A. Understanding the Emerging Link Between Circadian Rhythm, Nrf2 Pathway, and Breast Cancer to Overcome Drug Resistance. Front Pharmacol 2022; 12:719631. [PMID: 35126099 PMCID: PMC8807567 DOI: 10.3389/fphar.2021.719631] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 12/27/2021] [Indexed: 12/12/2022] Open
Abstract
The levels of different molecules in the cell are rhythmically cycled by the molecular clock present at the cellular level. The circadian rhythm is closely linked to the metabolic processes in the cells by an underlying mechanism whose intricacies need to be thoroughly investigated. Nevertheless, Nrf2 has been identified as an essential bridge between the circadian clock and cellular metabolism and is activated by the by-product of cellular metabolism like hydrogen peroxide. Once activated it binds to the specific DNA segments and increases the transcription of several genes that play a crucial role in the normal functioning of the cell. The central clock located in the suprachiasmatic nucleus of the anterior hypothalamus synchronizes the timekeeping in the peripheral tissues by integrating the light-dark input from the environment. Several studies have demonstrated the role of circadian rhythm as an effective tumor suppressor. Tumor development is triggered by the stimulation or disruption of signaling pathways at the cellular level as a result of the interaction between cells and environmental stimuli. Oxidative stress is one such external stimulus that disturbs the prooxidant/antioxidant equilibrium due to the loss of control over signaling pathways which destroy the bio-molecules. Altered Nrf2 expression and impaired redox balance are associated with various cancers suggesting that Nrf2 targeting may be used as a novel therapeutic approach for treating cancers. On the other hand, Nrf2 has also been shown to enhance the resistance of cancer cells to chemotherapeutic agents. We believe that maximum efficacy with minimum side effects for any particular therapy can be achieved if the treatment strategy regulates the circadian rhythm. In this review, we discuss the various molecular mechanisms interlinking the circadian rhythm with the Nrf2 pathway and contributing to breast cancer pathogenesis, we also talk about how these two pathways work in close association with the cell cycle which is another oscillatory system, and whether this interplay can be exploited to overcome drug resistance during chemotherapy.
Collapse
Affiliation(s)
- Supriya Bevinakoppamath
- Center of Excellence in Molecular Biology and Regenerative Medicine, Department of Biochemistry, JSS Medical College, JSS Academy of Higher Education and Research, Mysore, India
| | - Shobha Chikkavaddaragudi Ramachandra
- Center of Excellence in Molecular Biology and Regenerative Medicine, Department of Biochemistry, JSS Medical College, JSS Academy of Higher Education and Research, Mysore, India
| | - Anshu Kumar Yadav
- Center of Excellence in Molecular Biology and Regenerative Medicine, Department of Biochemistry, JSS Medical College, JSS Academy of Higher Education and Research, Mysore, India
| | - Vijaya Basavaraj
- Department of Pathology, JSS Medical College, JSS Academy of Higher Education and Research, Mysore, India
| | - Prashant Vishwanath
- Center of Excellence in Molecular Biology and Regenerative Medicine, Department of Biochemistry, JSS Medical College, JSS Academy of Higher Education and Research, Mysore, India
| | - Akila Prashant
- Center of Excellence in Molecular Biology and Regenerative Medicine, Department of Biochemistry, JSS Medical College, JSS Academy of Higher Education and Research, Mysore, India
- Special Interest Group-Human Genomics and Rare Disorders, JSS Academy of Higher Education and Research, Mysore, India
- *Correspondence: Akila Prashant,
| |
Collapse
|
27
|
Gul S, Kavakli IH. The Structure-Based Molecular-Docking Screen Against Core Clock Proteins to Identify Small Molecules to Modulate the Circadian Clock. Methods Mol Biol 2022; 2482:15-34. [PMID: 35610417 DOI: 10.1007/978-1-0716-2249-0_2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Circadian rhythms are part of the body's clock, which regulates several physiological and biochemical variables according to the 24-h cycle. Ample evidence indicated disturbance of the circadian clock leads to an increased susceptibility to several diseases. Therefore, a great effort has been made to find small molecules that regulate circadian rhythm by high-throughput methods. Having crystal structures of core clock proteins, makes them amenable to structure-based drug design studies. Here, we describe virtual screening methods that can be utilized for the identification of small molecules regulating the activity of core clock protein Cryptochrome 1.
Collapse
Affiliation(s)
- Seref Gul
- Chemical and Biological Engineering, Koç University, Istanbul, Turkey
| | - Ibrahim Halil Kavakli
- Chemical and Biological Engineering, Koç University, Istanbul, Turkey.
- Molecular Biology and Genetics, Koç University, Istanbul, Turkey.
| |
Collapse
|
28
|
Cheng Q, Fan X, Liu Y, Xu L, Dong P, Song L, Qian R. miR-455-5p regulates circadian rhythms by accelerating the degradation of Clock mRNA. IUBMB Life 2021; 74:245-258. [PMID: 34904778 DOI: 10.1002/iub.2587] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Revised: 11/22/2021] [Accepted: 12/09/2021] [Indexed: 11/08/2022]
Abstract
Circadian rhythms are approximately 24-hr cycles generated by organisms to adapt to daily rhythms. Core circadian proteins such as CLOCK, BMAL1, PER1/2, and CRY1/2/3 form a transcription-translation feedback loop (TTFL) to maintain circadian rhythms. MicroRNAs are involved in regulating circadian rhythms; however, the detailed mechanisms remain unclear. Here, using miRNA-seq screening, we discovered that the expression level of miR-455 was controlled by CLOCK. Furthermore, miR-455-5p also binds to the 3' untranslated region (3'UTR) of Clock mRNA and regulates its stability. To further study whether such mutual regulation forms a feedback loop to regulate circadian rhythms, we recorded bioluminescence traces of Per2::Luc U2OS cells in real time and confirmed that overexpression of miR-455-5p lengthens the period and attenuates the amplitude of circadian rhythms in synchronized cells (and vice versa). We also discovered that miR-455-5p can function as a Clock modulator to induce a fine-orchestral circadian rhythm in vitro, as well as other known factors such as dexamethasone, horse serum, or temperature. In conclusion, miR-455-5p is essential for maintaining a normal circadian rhythm via regulating Clock mRNA stability. Our study reveals a new mutual regulatory mechanism between CLOCK protein, Clock mRNA, and miR-455-5p, which regulates circadian rhythms in cells.
Collapse
Affiliation(s)
- Qianyun Cheng
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Fudan University, Shanghai, China.,Research Center on Aging and Medicine, Fudan University, Shanghai, China
| | - Xinyi Fan
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Fudan University, Shanghai, China.,Research Center on Aging and Medicine, Fudan University, Shanghai, China
| | - Yutong Liu
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Fudan University, Shanghai, China.,Research Center on Aging and Medicine, Fudan University, Shanghai, China
| | - Lirong Xu
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Fudan University, Shanghai, China.,Research Center on Aging and Medicine, Fudan University, Shanghai, China
| | - Pengjuan Dong
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Fudan University, Shanghai, China.,Research Center on Aging and Medicine, Fudan University, Shanghai, China
| | - Liwen Song
- School of Medicine, Department of Obstetrics & Gynecology, Tongren Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Ruizhe Qian
- Department of Physiology and Pathophysiology, School of Basic Medical Sciences, Fudan University, Shanghai, China.,Research Center on Aging and Medicine, Fudan University, Shanghai, China
| |
Collapse
|
29
|
Gül Ş. In silico drug repositioning against human NRP1 to block SARS-CoV-2 host entry. Turk J Biol 2021; 45:442-458. [PMID: 34803446 PMCID: PMC8573850 DOI: 10.3906/biy-2012-52] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Accepted: 05/08/2021] [Indexed: 12/21/2022] Open
Abstract
Despite COVID-19 turned into a pandemic, no approved drug for the treatment or globally available vaccine is out yet. In such a global emergency, drug repurposing approach that bypasses a costly and long-time demanding drug discovery process is an effective way in search of finding drugs for the COVID-19 treatment. Recent studies showed that SARS-CoV-2 uses neuropilin-1 (NRP1) for host entry. Here we took advantage of structural information of the NRP1 in complex with C-terminal of spike (S) protein of SARS-CoV-2 to identify drugs that may inhibit NRP1 and S protein interaction. U.S. Food and Drug Administration (FDA) approved drugs were screened using docking simulations. Among top drugs, well-tolerated drugs were selected for further analysis. Molecular dynamics (MD) simulations of drugs-NRP1 complexes were run for 100 ns to assess the persistency of binding. MM/GBSA calculations from MD simulations showed that eltrombopag, glimepiride, sitagliptin, dutasteride, and ergotamine stably and strongly bind to NRP1. In silico Alanine scanning analysis revealed that Tyr297, Trp301, and Tyr353 amino acids of NRP1 are critical for drug binding. Validating the effect of drugs analyzed in this paper by experimental studies and clinical trials will expedite the drug discovery process for COVID-19.
Collapse
Affiliation(s)
- Şeref Gül
- Department of Chemical and Biological Engineering, Koç University, İstanbul Turkey.,Biotechnology Division, Department of Biology, Faculty of Science, İstanbul University, İstanbul Turkey
| |
Collapse
|
30
|
Gul S, Ozcan O, Asar S, Okyar A, Barıs I, Kavakli IH. In silico identification of widely used and well-tolerated drugs as potential SARS-CoV-2 3C-like protease and viral RNA-dependent RNA polymerase inhibitors for direct use in clinical trials. J Biomol Struct Dyn 2021; 39:6772-6791. [PMID: 32752938 PMCID: PMC7484590 DOI: 10.1080/07391102.2020.1802346] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Accepted: 07/22/2020] [Indexed: 12/14/2022]
Abstract
Despite strict measures taken by many countries, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) continues to be an issue of global concern. Currently, there are no clinically proven pharmacotherapies for coronavirus disease 2019, despite promising initial results obtained from drugs such as azithromycin and hydroxychloroquine. Therefore, the repurposing of clinically approved drugs for use against SARS-CoV-2 has become a viable strategy. Here, we searched for drugs that target SARS-CoV-2 3C-like protease (3CLpro) and viral RNA-dependent RNA polymerase (RdRp) by in silico screening of the U.S. Food and Drug Administration approved drug library. Well-tolerated and widely used drugs were selected for molecular dynamics (MD) simulations to evaluate drug-protein interactions and their persistence under physiological conditions. Tetracycline, dihydroergotamine, ergotamine, dutasteride, nelfinavir, and paliperidone formed stable interactions with 3CLpro based on MD simulation results. Similar analysis with RdRp showed that eltrombopag, tipranavir, ergotamine, and conivaptan bound to the enzyme with high binding free energies. Docking results suggest that ergotamine, dihydroergotamine, bromocriptine, dutasteride, conivaptan, paliperidone, and tipranavir can bind to both enzymes with high affinity. As these drugs are well tolerated, cost-effective, and widely used, our study suggests that they could potentially to be used in clinical trials for the treatment of SARS-CoV-2-infected patients.Communicated by Ramaswamy H. Sarma.
Collapse
Affiliation(s)
- Seref Gul
- Department of Chemical and Biological Engineering, Koc University, Istanbul, Turkey
| | - Onur Ozcan
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey
| | - Sinan Asar
- Department of Anesthesiology and Reanimation, Bakırköy Dr. Sadi Konuk Training and Research Hospital, University of Health Sciences, Istanbul, Turkey
| | - Alper Okyar
- Department of Pharmacology, Istanbul University Faculty of Pharmacy, Istanbul, Turkey
| | - Ibrahim Barıs
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey
| | - Ibrahim Halil Kavakli
- Department of Chemical and Biological Engineering, Koc University, Istanbul, Turkey
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey
| |
Collapse
|
31
|
Li MD, Xin H, Yuan Y, Yang X, Li H, Tian D, Zhang H, Zhang Z, Han TL, Chen Q, Duan G, Ju D, Chen K, Deng F, He W. Circadian Clock-Controlled Checkpoints in the Pathogenesis of Complex Disease. Front Genet 2021; 12:721231. [PMID: 34557221 PMCID: PMC8452875 DOI: 10.3389/fgene.2021.721231] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2021] [Accepted: 08/16/2021] [Indexed: 12/26/2022] Open
Abstract
The circadian clock coordinates physiology, metabolism, and behavior with the 24-h cycles of environmental light. Fundamental mechanisms of how the circadian clock regulates organ physiology and metabolism have been elucidated at a rapid speed in the past two decades. Here we review circadian networks in more than six organ systems associated with complex disease, which cluster around metabolic disorders, and seek to propose critical regulatory molecules controlled by the circadian clock (named clock-controlled checkpoints) in the pathogenesis of complex disease. These include clock-controlled checkpoints such as circadian nuclear receptors in liver and muscle tissues, chemokines and adhesion molecules in the vasculature. Although the progress is encouraging, many gaps in the mechanisms remain unaddressed. Future studies should focus on devising time-dependent strategies for drug delivery and engagement in well-characterized organs such as the liver, and elucidating fundamental circadian biology in so far less characterized organ systems, including the heart, blood, peripheral neurons, and reproductive systems.
Collapse
Affiliation(s)
- Min-Dian Li
- Department of Cardiology and the Center for Circadian Metabolism and Cardiovascular Disease, Southwest Hospital, Third Military Medical University (Army Medical University), Chongqing, China
| | - Haoran Xin
- Department of Cardiology and the Center for Circadian Metabolism and Cardiovascular Disease, Southwest Hospital, Third Military Medical University (Army Medical University), Chongqing, China
| | - Yinglin Yuan
- Medical Center of Hematology, The Xinqiao Hospital of Army Medical University, Chongqing, China
| | - Xinqing Yang
- Department of Anesthesiology, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Hongli Li
- Department of Obstetrics and Gynaecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Dingyuan Tian
- Department of Cardiology and the Center for Circadian Metabolism and Cardiovascular Disease, Southwest Hospital, Third Military Medical University (Army Medical University), Chongqing, China
| | - Hua Zhang
- Department of Obstetrics and Gynaecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Zhihui Zhang
- Department of Cardiology and the Center for Circadian Metabolism and Cardiovascular Disease, Southwest Hospital, Third Military Medical University (Army Medical University), Chongqing, China
| | - Ting-Li Han
- Department of Obstetrics and Gynaecology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Qing Chen
- Key Lab of Medical Protection for Electromagnetic Radiation, Ministry of Education of China, Institute of Toxicology, College of Preventive Medicine, Army Medical University (Third Military Medical University), Chongqing, China
| | - Guangyou Duan
- Department of Anesthesiology, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Dapeng Ju
- Department of Anesthesiology, The Second Affiliated Hospital, Chongqing Medical University, Chongqing, China
| | - Ka Chen
- Research Center for Nutrition and Food Safety, Institute of Military Preventive Medicine, Army Medical University, Chongqing, China
| | - Fang Deng
- Key Laboratory of Extreme Environmental Medicine, Department of Pathophysiology, College of High Altitude Military Medicine, Ministry of Education of China, Army Medical University (Third Military Medical University), Chongqing, China.,Key Laboratory of High Altitude Medicine, PLA, Army Medical University (Third Military Medical University), Chongqing, China
| | - Wenyan He
- Department of Dermatology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | | |
Collapse
|
32
|
Gul S, Rahim F, Isin S, Yilmaz F, Ozturk N, Turkay M, Kavakli IH. Structure-based design and classifications of small molecules regulating the circadian rhythm period. Sci Rep 2021; 11:18510. [PMID: 34531414 PMCID: PMC8445970 DOI: 10.1038/s41598-021-97962-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Accepted: 08/27/2021] [Indexed: 11/09/2022] Open
Abstract
Circadian rhythm is an important mechanism that controls behavior and biochemical events based on 24 h rhythmicity. Ample evidence indicates disturbance of this mechanism is associated with different diseases such as cancer, mood disorders, and familial delayed phase sleep disorder. Therefore, drug discovery studies have been initiated using high throughput screening. Recently the crystal structures of core clock proteins (CLOCK/BMAL1, Cryptochromes (CRY), Periods), responsible for generating circadian rhythm, have been solved. Availability of structures makes amenable core clock proteins to design molecules regulating their activity by using in silico approaches. In addition to that, the implementation of classification features of molecules based on their toxicity and activity will improve the accuracy of the drug discovery process. Here, we identified 171 molecules that target functional domains of a core clock protein, CRY1, using structure-based drug design methods. We experimentally determined that 115 molecules were nontoxic, and 21 molecules significantly lengthened the period of circadian rhythm in U2OS cells. We then performed a machine learning study to classify these molecules for identifying features that make them toxic and lengthen the circadian period. Decision tree classifiers (DTC) identified 13 molecular descriptors, which predict the toxicity of molecules with a mean accuracy of 79.53% using tenfold cross-validation. Gradient boosting classifiers (XGBC) identified 10 molecular descriptors that predict and increase in the circadian period length with a mean accuracy of 86.56% with tenfold cross-validation. Our results suggested that these features can be used in QSAR studies to design novel nontoxic molecules that exhibit period lengthening activity.
Collapse
Affiliation(s)
- Seref Gul
- Department of Chemical and Biological Engineering, Koc University, Rumelifeneri Yolu, Sariyer, Istabul, Turkey
| | - Fatih Rahim
- Department of Industrial Engineering, Koc University, Rumelifeneri Yolu, Sariyer, Istabul, Turkey
| | - Safak Isin
- Department of Molecular Biology and Genetics, Rumelifeneri Yolu, Sariyer, Istabul, Turkey
| | - Fatma Yilmaz
- Department of Molecular Biology and Genetics, Gebze Technical University, Gebze, 41400, Kocaeli, Turkey
| | - Nuri Ozturk
- Department of Molecular Biology and Genetics, Gebze Technical University, Gebze, 41400, Kocaeli, Turkey
| | - Metin Turkay
- Department of Industrial Engineering, Koc University, Rumelifeneri Yolu, Sariyer, Istabul, Turkey.
| | - Ibrahim Halil Kavakli
- Department of Chemical and Biological Engineering, Koc University, Rumelifeneri Yolu, Sariyer, Istabul, Turkey.
- Department of Molecular Biology and Genetics, Rumelifeneri Yolu, Sariyer, Istabul, Turkey.
| |
Collapse
|
33
|
Björk V. Aging of the Suprachiasmatic Nucleus, CIRCLONSA Syndrome, Implications for Regenerative Medicine and Restoration of the Master Body Clock. Rejuvenation Res 2021; 24:274-282. [PMID: 33573456 DOI: 10.1089/rej.2020.2388] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
The suprachiasmatic nucleus (SCN) in the brain is the master regulator of the circadian clocks throughout the human body. With increasing age the circadian clock in humans and other mammals becomes increasingly disorganized leading to a large number of more or less well-categorized problems. While a lot of aging research has focused on the peripheral clocks in tissues across organisms, it remains a paramount task to quantify aging of the most important master clock, the human SCN. Furthermore, a pipeline needs to be developed with therapies to mitigate the systemic cellular circadian dysfunction in the elderly and ultimately repair and reverse aging of the SCN itself. A disease classification for the aging SCN, Circadian Clock Neuronal Senile Atrophy (CIRCLONSA syndrome), would improve research funding and goal-oriented biotechnological entrepreneurship.
Collapse
|
34
|
Hosoya Y, Ohkanda J. Intrinsically Disordered Proteins as Regulators of Transient Biological Processes and as Untapped Drug Targets. Molecules 2021; 26:2118. [PMID: 33917117 PMCID: PMC8067799 DOI: 10.3390/molecules26082118] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2021] [Revised: 03/29/2021] [Accepted: 03/30/2021] [Indexed: 12/31/2022] Open
Abstract
Intrinsically disordered proteins (IDPs) are critical players in the dynamic control of diverse cellular processes, and provide potential new drug targets because their dysregulation is closely related to many diseases. This review focuses on several medicinal studies that have identified low-molecular-weight inhibitors of IDPs. In addition, clinically relevant liquid-liquid phase separations-which critically involve both intermolecular interactions between IDPs and their posttranslational modification-are analyzed to understand the potential of IDPs as new drug targets.
Collapse
Affiliation(s)
| | - Junko Ohkanda
- Academic Assembly, Institute of Agriculture, Shinshu University, 8304 Minami-Minowa, Kami-Ina, Nagano 399-4598, Japan;
| |
Collapse
|
35
|
Ribeiro RFN, Cavadas C, Silva MMC. Small-molecule modulators of the circadian clock: Pharmacological potentials in circadian-related diseases. Drug Discov Today 2021; 26:1620-1641. [PMID: 33781946 DOI: 10.1016/j.drudis.2021.03.015] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Revised: 02/20/2021] [Accepted: 03/16/2021] [Indexed: 12/29/2022]
Abstract
Disruption of circadian oscillations has a wide-ranging impact on health, with the potential to induce the development of clock-related diseases. Small-molecule modulators of the circadian clock (SMMCC) target core or noncore clock proteins, modulating physiological effects as a consequence of agonist, inverse agonist, or antagonist interference. These pharmacological modulators are usually identified using chemical screening of large libraries of active compounds. However, target-based screens, chemical optimization, and circadian crystallography have recently assisted in the identification of these compounds. In this review, we focus on established and novel SMMCCs targeting both core and noncore clock proteins, identifying their circadian targets, detailed circadian effects, and specific physiological effects. In addition, we discuss their therapeutic potential for the treatment of diverse clock-related disorders (such as metabolic-associated disorders, autoimmune diseases, mood disorders, and cancer) and as chronotherapeutics. Future perspectives are also considered, such as clinical trials, and potential safety hazards, including those in the absence of clinical trials.
Collapse
Affiliation(s)
- Rodrigo F N Ribeiro
- Centre for Neuroscience and Cell Biology (CNC), University of Coimbra, Coimbra, Portugal; Centre for Innovation in Biomedicine and Biotechnology (CIBB), University of Coimbra, Portugal; Faculty of Pharmacy, University of Coimbra, Coimbra, Portugal
| | - Cláudia Cavadas
- Centre for Neuroscience and Cell Biology (CNC), University of Coimbra, Coimbra, Portugal; Centre for Innovation in Biomedicine and Biotechnology (CIBB), University of Coimbra, Portugal; Faculty of Pharmacy, University of Coimbra, Coimbra, Portugal.
| | - Maria Manuel C Silva
- Centre for Neuroscience and Cell Biology (CNC), University of Coimbra, Coimbra, Portugal; Centre for Innovation in Biomedicine and Biotechnology (CIBB), University of Coimbra, Portugal; Faculty of Pharmacy, University of Coimbra, Coimbra, Portugal.
| |
Collapse
|
36
|
Cal-Kayitmazbatir S, Kulkoyluoglu-Cotul E, Growe J, Selby CP, Rhoades SD, Malik D, Oner H, Asimgil H, Francey LJ, Sancar A, Kruger WD, Hogenesch JB, Weljie A, Anafi RC, Kavakli IH. CRY1-CBS binding regulates circadian clock function and metabolism. FEBS J 2021; 288:614-639. [PMID: 32383312 PMCID: PMC7648728 DOI: 10.1111/febs.15360] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Revised: 04/09/2020] [Accepted: 05/04/2020] [Indexed: 12/13/2022]
Abstract
Circadian disruption influences metabolic health. Metabolism modulates circadian function. However, the mechanisms coupling circadian rhythms and metabolism remain poorly understood. Here, we report that cystathionine β-synthase (CBS), a central enzyme in one-carbon metabolism, functionally interacts with the core circadian protein cryptochrome 1 (CRY1). In cells, CBS augments CRY1-mediated repression of the CLOCK/BMAL1 complex and shortens circadian period. Notably, we find that mutant CBS-I278T protein, the most common cause of homocystinuria, does not bind CRY1 or regulate its repressor activity. Transgenic CbsZn/Zn mice, while maintaining circadian locomotor activity period, exhibit reduced circadian power and increased expression of E-BOX outputs. CBS function is reciprocally influenced by CRY1 binding. CRY1 modulates enzymatic activity of the CBS. Liver extracts from Cry1-/- mice show reduced CBS activity that normalizes after the addition of exogenous wild-type (WT) CRY1. Metabolomic analysis of WT, CbsZn/Zn , Cry1-/- , and Cry2-/- samples highlights the metabolic importance of endogenous CRY1. We observed temporal variation in one-carbon and transsulfuration pathways attributable to CRY1-induced CBS activation. CBS-CRY1 binding provides a post-translational switch to modulate cellular circadian physiology and metabolic control.
Collapse
Affiliation(s)
- Sibel Cal-Kayitmazbatir
- Department Molecular Biology and Genetics, Koc University
Rumelifeneri Yolu, Sariyer, Istanbul, Turkey
| | - Eylem Kulkoyluoglu-Cotul
- Department Chemical and Biological Engineering Koc
University Rumelifeneri Yolu, Sariyer, Istanbul, Turkey
| | - Jacqueline Growe
- Systems Pharmacology and Translational Therapeutics,
University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Christopher P. Selby
- Department of Biochemistry and Biophysics, University of
North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Seth D. Rhoades
- Systems Pharmacology and Translational Therapeutics,
University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Dania Malik
- Systems Pharmacology and Translational Therapeutics,
University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Hasimcan Oner
- Department Chemical and Biological Engineering Koc
University Rumelifeneri Yolu, Sariyer, Istanbul, Turkey
| | - Hande Asimgil
- Department Chemical and Biological Engineering Koc
University Rumelifeneri Yolu, Sariyer, Istanbul, Turkey
| | - Lauren J. Francey
- Divisions of Human Genetics and Immunobiology, Cincinnati
Children’s Hospital Medical Center, Cincinnati, OH, USA
| | - Aziz Sancar
- Department of Biochemistry and Biophysics, University of
North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Warren D. Kruger
- Cancer Biology Program, Fox Chase Cancer Center,
Philadelphia, PA, USA
| | - John B. Hogenesch
- Systems Pharmacology and Translational Therapeutics,
University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
- Divisions of Human Genetics and Immunobiology, Cincinnati
Children’s Hospital Medical Center, Cincinnati, OH, USA
| | - Aalim Weljie
- Systems Pharmacology and Translational Therapeutics,
University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Ron C. Anafi
- Department of Medicine, Chronobiology and Sleep Institute,
University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Ibrahim Halil Kavakli
- Department Molecular Biology and Genetics, Koc University
Rumelifeneri Yolu, Sariyer, Istanbul, Turkey
- Department Chemical and Biological Engineering Koc
University Rumelifeneri Yolu, Sariyer, Istanbul, Turkey
| |
Collapse
|
37
|
Gul S, Aydin C, Ozcan O, Gurkan B, Surme S, Baris I, Kavakli IH. The Arg-293 of Cryptochrome1 is responsible for the allosteric regulation of CLOCK-CRY1 binding in circadian rhythm. J Biol Chem 2020; 295:17187-17199. [PMID: 33028638 PMCID: PMC7863883 DOI: 10.1074/jbc.ra120.014333] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2020] [Revised: 10/01/2020] [Indexed: 11/06/2022] Open
Abstract
Mammalian circadian clocks are driven by transcription/translation feedback loops composed of positive transcriptional activators (BMAL1 and CLOCK) and negative repressors (CRYPTOCHROMEs (CRYs) and PERIODs (PERs)). CRYs, in complex with PERs, bind to the BMAL1/CLOCK complex and repress E-box-driven transcription of clock-associated genes. There are two individual CRYs, with CRY1 exhibiting higher affinity to the BMAL1/CLOCK complex than CRY2. It is known that this differential binding is regulated by a dynamic serine-rich loop adjacent to the secondary pocket of both CRYs, but the underlying features controlling loop dynamics are not known. Here we report that allosteric regulation of the serine-rich loop is mediated by Arg-293 of CRY1, identified as a rare CRY1 SNP in the Ensembl and 1000 Genomes databases. The p.Arg293His CRY1 variant caused a shortened circadian period in a Cry1-/-Cry2-/- double knockout mouse embryonic fibroblast cell line. Moreover, the variant displayed reduced repressor activity on BMAL1/CLOCK driven transcription, which is explained by reduced affinity to BMAL1/CLOCK in the absence of PER2 compared with CRY1. Molecular dynamics simulations revealed that the p.Arg293His CRY1 variant altered a communication pathway between Arg-293 and the serine loop by reducing its dynamicity. Collectively, this study provides direct evidence that allosterism in CRY1 is critical for the regulation of circadian rhythm.
Collapse
Affiliation(s)
- Seref Gul
- Department of Chemical and Biological Engineering, Koc University, Istanbul, Turkey
| | - Cihan Aydin
- Department of Molecular Biology and Genetics, Istanbul Medeniyet University, Istanbul, Turkey
| | - Onur Ozcan
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey
| | - Berke Gurkan
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey
| | - Saliha Surme
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey
| | - Ibrahim Baris
- Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey
| | - Ibrahim Halil Kavakli
- Department of Chemical and Biological Engineering, Koc University, Istanbul, Turkey; Department of Molecular Biology and Genetics, Koc University, Istanbul, Turkey.
| |
Collapse
|
38
|
Tripathi LP, Itoh MN, Takeda Y, Tsujino K, Kondo Y, Kumanogoh A, Mizuguchi K. Integrative Analysis Reveals Common and Unique Roles of Tetraspanins in Fibrosis and Emphysema. Front Genet 2020; 11:585998. [PMID: 33424923 PMCID: PMC7793877 DOI: 10.3389/fgene.2020.585998] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Accepted: 10/28/2020] [Indexed: 11/17/2022] Open
Abstract
While both chronic obstructive pulmonary disease (COPD) and idiopathic pulmonary fibrosis (IPF) are multifactorial disorders characterized by distinct clinical and pathological features, their commonalities and differences have not been fully elucidated. We sought to investigate the preventive roles of tetraspanins Cd151 and Cd9 -that are involved in diverse cellular processes in lung pathophysiology- in pulmonary fibrosis and emphysema, respectively, and to obtain a deeper understanding of their underlying molecular mechanisms toward facilitating improved therapeutic outcomes. Using an integrative approach, we examined the transcriptomic changes in the lungs of Cd151- and Cd9-deficient mice using functional-enrichment-analysis, pathway-perturbation-analysis and protein-protein-interaction (PPI) network analysis. Circadian-rhythm, extracellular-matrix (ECM), cell-adhesion and inflammatory responses and associated factors were prominently influenced by Cd151-deletion. Conversely, cellular-junctions, focal-adhesion, vascular-remodeling, and TNF-signaling were deeply impacted by Cd9-deletion. We also highlighted a “common core” of factors and signaling cascades that underlie the functions of both Cd151 and Cd9 in lung pathology. Circadian dysregulation following Cd151-deletion seemingly facilitated progressive fibrotic lung phenotype. Conversely, TGF-β signaling attenuation and TNF-signaling activation emerged as potentially novel functionaries of Cd9-deletion-induced emphysema. Our findings offer promising avenues for developing novel therapeutic treatments for pulmonary fibrosis and emphysema.
Collapse
Affiliation(s)
- Lokesh P Tripathi
- National Institutes of Biomedical Innovation, Health and Nutrition, Ibaraki, Japan.,Artificial Intelligence Center for Health and Biomedical Research (ArCHER), National Institutes of Biomedical Innovation, Health and Nutrition, Ibaraki, Japan
| | - Mari N Itoh
- National Institutes of Biomedical Innovation, Health and Nutrition, Ibaraki, Japan.,Artificial Intelligence Center for Health and Biomedical Research (ArCHER), National Institutes of Biomedical Innovation, Health and Nutrition, Ibaraki, Japan
| | - Yoshito Takeda
- Department of Respiratory Medicine, Allergy and Rheumatic Diseases, Osaka University Graduate School of Medicine, Suita, Japan
| | - Kazuyuki Tsujino
- Department of Respiratory Medicine, Allergy and Rheumatic Diseases, Osaka University Graduate School of Medicine, Suita, Japan
| | - Yasushi Kondo
- Research Division, Sumitomo Dainippon Pharma Co., Ltd., Osaka, Japan
| | - Atsushi Kumanogoh
- Department of Respiratory Medicine, Allergy and Rheumatic Diseases, Osaka University Graduate School of Medicine, Suita, Japan
| | - Kenji Mizuguchi
- National Institutes of Biomedical Innovation, Health and Nutrition, Ibaraki, Japan.,Artificial Intelligence Center for Health and Biomedical Research (ArCHER), National Institutes of Biomedical Innovation, Health and Nutrition, Ibaraki, Japan.,Institute for Protein Research, Osaka University, Suita, Japan
| |
Collapse
|