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Bottura RM, Dentillo DB. Genomics May Be the Key to Understanding Endurance Training Pillars. Genes (Basel) 2025; 16:338. [PMID: 40149489 PMCID: PMC11942075 DOI: 10.3390/genes16030338] [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: 02/28/2025] [Revised: 03/10/2025] [Accepted: 03/13/2025] [Indexed: 03/29/2025] Open
Abstract
Endurance performance is primarily determined by three key physiological pillars: maximal oxygen uptake (VO2max), anaerobic threshold, and economy of movement. Recent research has suggested physiological resilience as a potential fourth dimension, referring to an athlete's ability to sustain performance despite accumulating fatigue. While the role of genetic factors in endurance has been widely studied, their influence on these pillars, particularly on fatigue resistance and long-term adaptation, remains an area of growing interest. This narrative review explores the genomic basis of endurance performance, analyzing genetic contributions to oxygen transport, metabolic efficiency, muscle composition, and recovery. Additionally, it discusses how genetic variability may modulate an athlete's response to training, including aspects of physiological adaptation, injury susceptibility, sleep, and nutrition. The review highlights physiological resilience in the context of endurance sports, discussing its connection to neuromuscular and metabolic regulation. By integrating genetic insights with established physiological principles, this review provides a comprehensive perspective on endurance adaptation. Future research directions are outlined to enhance our understanding of the genetic underpinnings of endurance, with implications for personalized training and performance optimization.
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Affiliation(s)
- Ricardo Muller Bottura
- Academy—Health, Science and Performance, São Paulo 01549-020, Brazil
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal-Infant Sciences (DINOGMI), Università degli Studi di Genova, 16132 Genoa, Italy
- Department of Neurosciences, Biomedicine and Movement Sciences, Università degli Studi di Verona, 37124 Verona, Italy
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2
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Sumida KD, Lordan VM, Donovan CM. Enhanced glucose production in norepinephrine and palmitate stimulated hepatocytes following endurance training. Front Physiol 2024; 15:1514082. [PMID: 39742157 PMCID: PMC11685187 DOI: 10.3389/fphys.2024.1514082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2024] [Accepted: 11/29/2024] [Indexed: 01/03/2025] Open
Abstract
Enhanced hepatic gluconeogenesis plays an important role in exercise glucose homeostasis when hepatic glycogen stores are depleted. Livers from trained animals demonstrate greater rates of gluconeogenesis in the presence of elevated substrate with and without hormonal stimulation. Training has been reported to have a particularly profound impact on norepinephrine-stimulated gluconeogenesis, but this was only demonstrated in the presence of other gluconeogenic hormones. Here we reexamine the impact of endurance training on norepinephrine-stimulated gluconeogenesis in the absence of any other hormones. Isolated hepatocytes from trained and untrained rats were incubated in 6 mM lactate with various concentrations of norepinephrine (0 nM-20 nM). Absent norepinephrine, gluconeogenic rates were significantly greater from trained hepatocytes compared to controls (97.2 ± 6.7 vs 57.6 ± 8.7 nmol/mg protein; p < 0.01). In the presence of NE (0.5-20 nM), gluconeogenesis from trained liver cells was significantly greater at all NE concentrations compared to controls. The NE-stimulated increase in gluconeogenesis above basal (0 nM NE) was also greater for trained vs control (36% vs 19%, respectively). Concomitant with the max NE-stimulated increase in gluconeogenesis, lactate uptake was significantly elevated for trained vs. control hepatocytes (307.22 ± 44.5 vs 124.5 ± 23.9 nmol/mg protein; p < 0.01), with lactate uptake quantitatively accounting for the entire increase in gluconeogenesis for trained hepatocytes. Endurance training was also observed to significantly elevate glucose production in presence of 0.6 mM palmitate, both in the absence and presence of NE. These findings confirm that hepatocytes from endurance-trained animals demonstrate enhanced rates of NE-stimulated gluconeogenesis, as well as palmitate-stimulated glucose production.
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Affiliation(s)
- Ken D. Sumida
- Department of Health Sciences, Chapman University, Orange, CA, United States
| | - Vera M. Lordan
- Department of Biological Sciences, USC Dornsife, University of Southern California, Los Angeles, CA, United States
| | - Casey M. Donovan
- Department of Biological Sciences, USC Dornsife, University of Southern California, Los Angeles, CA, United States
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3
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Bonato A, Raparelli G, Caruso M. Molecular pathways involved in the control of contractile and metabolic properties of skeletal muscle fibers as potential therapeutic targets for Duchenne muscular dystrophy. Front Physiol 2024; 15:1496870. [PMID: 39717824 PMCID: PMC11663947 DOI: 10.3389/fphys.2024.1496870] [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: 09/15/2024] [Accepted: 11/25/2024] [Indexed: 12/25/2024] Open
Abstract
Duchenne muscular dystrophy (DMD) is caused by mutations in the gene encoding dystrophin, a subsarcolemmal protein whose absence results in increased susceptibility of the muscle fiber membrane to contraction-induced injury. This results in increased calcium influx, oxidative stress, and mitochondrial dysfunction, leading to chronic inflammation, myofiber degeneration, and reduced muscle regenerative capacity. Fast glycolytic muscle fibers have been shown to be more vulnerable to mechanical stress than slow oxidative fibers in both DMD patients and DMD mouse models. Therefore, remodeling skeletal muscle toward a slower, more oxidative phenotype may represent a relevant therapeutic approach to protect dystrophic muscles from deterioration and improve the effectiveness of gene and cell-based therapies. The resistance of slow, oxidative myofibers to DMD pathology is attributed, in part, to their higher expression of Utrophin; there are, however, other characteristics of slow, oxidative fibers that might contribute to their enhanced resistance to injury, including reduced contractile speed, resistance to fatigue, increased capillary density, higher mitochondrial activity, decreased cellular energy requirements. This review focuses on signaling pathways and regulatory factors whose genetic or pharmacologic modulation has been shown to ameliorate the dystrophic pathology in preclinical models of DMD while promoting skeletal muscle fiber transition towards a slower more oxidative phenotype.
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Affiliation(s)
| | | | - Maurizia Caruso
- Institute of Biochemistry and Cell Biology, National Research Council (CNR), Monterotondo (RM), Italy
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Kostka M, Morys J, Małecki A, Nowacka-Chmielewska M. Muscle-brain crosstalk mediated by exercise-induced myokines - insights from experimental studies. Front Physiol 2024; 15:1488375. [PMID: 39687518 PMCID: PMC11647023 DOI: 10.3389/fphys.2024.1488375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Accepted: 11/19/2024] [Indexed: 12/18/2024] Open
Abstract
Over the past couple of decades, it has become apparent that skeletal muscles might be engaged in endocrine signaling, mostly as a result of exercise or physical activity in general. The importance of this phenomenon is currently studied in terms of the impact that exercise- or physical activity -induced signaling factors have, in the interaction of the "muscle-brain crosstalk." So far, skeletal muscle-derived myokines were demonstrated to intercede in the connection between muscles and a plethora of various organs such as adipose tissue, liver, or pancreas. However, the exact mechanism of muscle-brain communication is yet to be determined. It is speculated that, in particular, brain-derived neurotrophic factor (BDNF), irisin, cathepsin B (CTSB), interleukin 6 (IL-6), and insulin-like growth factor-1 (IGF-1) partake in this crosstalk by promoting neuronal proliferation and synaptic plasticity, also resulting in improved cognition and ameliorated behavioral alterations. Researchers suggest that myokines might act directly on the brain parenchyma via crossing the blood-brain barrier (BBB). The following article reviews the information available regarding rodent studies on main myokines determined to cross the BBB, specifically addressing the association between exercise-induced myokine release and central nervous system (CNS) impairments. Although the hypothesis of skeletal muscles being critical sources of myokines seems promising, it should not be forgotten that the origin of these factors might vary, depending on the cell types engaged in their synthesis. Limited amount of research providing information on alterations in myokines expression in various organs at the same time, results in taking them only as circumstantial evidence on the way to determine the actual involvement of skeletal muscles in the overall state of homeostasis. The following article reviews the information available regarding rodent studies on main myokines determined to cross the BBB, specifically addressing the association between exercise-induced myokine release and CNS impairments.
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Affiliation(s)
| | | | | | - Marta Nowacka-Chmielewska
- Laboratory of Molecular Biology, Institute of Physiotherapy and Health Sciences, Academy of Physical Education, Katowice, Poland
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Honda M, Inoue R, Nishiyama K, Ueda T, Komuro A, Amano H, Sugisawa R, Dash S, Shirakawa J, Okada H. Vgll2 as an integrative regulator of mitochondrial function and contractility specific to skeletal muscle. J Cell Physiol 2024; 239:e31436. [PMID: 39286968 DOI: 10.1002/jcp.31436] [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: 05/13/2024] [Revised: 07/26/2024] [Accepted: 09/05/2024] [Indexed: 09/19/2024]
Abstract
During skeletal muscle adaptation to physiological or pathophysiological signals, contractile apparatus and mitochondrial function are coordinated to alter muscle fiber type. Although recent studies have identified various factors involved in modifying contractile proteins and mitochondrial function, the molecular mechanisms coordinating contractile and metabolic functions during muscle fiber transition are not fully understood. Using a gene-deficient mouse approach, our previous studies uncovered that vestigial-like family member 2 (Vgll2), a skeletal muscle-specific transcription cofactor activated by exercise, is essential for fast-to-slow adaptation of skeletal muscle. The current study provides evidence that Vgll2 plays a role in increasing muscle mitochondrial mass and oxidative capacity. Transgenic Vgll2 overexpression in mice altered muscle fiber composition toward the slow type and enhanced exercise endurance, which contradicted the outcomes observed with Vgll2 deficiency. Vgll2 expression was positively correlated with the expression of genes related to mitochondrial function in skeletal muscle, mitochondrial DNA content, and protein abundance of oxidative phosphorylation complexes. Additionally, Vgll2 overexpression significantly increased the maximal respiration of isolated muscle fibers and enhanced the suppressive effects of endurance training on weight gain. Notably, no additional alteration in expression of myosin heavy chain genes was observed after exercise, suggesting that Vgll2 plays a direct role in regulating mitochondrial function, independent of its effect on contractile components. The observed increase in exercise endurance and metabolic efficiency may be attributed to the acute upregulation of genes promoting fatty acid utilization as a direct consequence of Vgll2 activation facilitated by endurance exercise. Thus, the current study establishes that Vgll2 is an integrative regulator of mitochondrial function and contractility in skeletal muscle.
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Affiliation(s)
- Masahiko Honda
- Department of Biochemistry, Kindai University Faculty of Medicine, Osakasayama, Osaka, Japan
| | - Ryota Inoue
- Laboratory of Diabetes and Metabolic Disorders, Institute for Molecular and Cellular Regulation (IMCR), Gunma University, Maebashi, Gunma, Japan
- Department of Endocrinology and Metabolism, Graduate School of Medicine, Yokohama City University, Yokohama, Kanagawa, Japan
| | - Kuniyuki Nishiyama
- Laboratory of Diabetes and Metabolic Disorders, Institute for Molecular and Cellular Regulation (IMCR), Gunma University, Maebashi, Gunma, Japan
- Department of Endocrinology and Metabolism, Graduate School of Medicine, Yokohama City University, Yokohama, Kanagawa, Japan
- Department of Pediatrics, Graduate School of Medicine, Yokohama City University, Yokohma, Kanagawa, Japan
| | - Takeshi Ueda
- Department of Biochemistry, Kindai University Faculty of Medicine, Osakasayama, Osaka, Japan
- Graduate School of Medical Sciences, Kindai University Faculty of Medicine, Osakasayama, Osaka, Japan
| | - Akiyoshi Komuro
- Department of Biochemistry, Kindai University Faculty of Medicine, Osakasayama, Osaka, Japan
| | - Hisayuki Amano
- Department of Biochemistry, Kindai University Faculty of Medicine, Osakasayama, Osaka, Japan
| | - Ryoichi Sugisawa
- Department of Biochemistry, Kindai University Faculty of Medicine, Osakasayama, Osaka, Japan
| | - Suman Dash
- Department of Biochemistry, Kindai University Faculty of Medicine, Osakasayama, Osaka, Japan
- Graduate School of Medical Sciences, Kindai University Faculty of Medicine, Osakasayama, Osaka, Japan
| | - Jun Shirakawa
- Laboratory of Diabetes and Metabolic Disorders, Institute for Molecular and Cellular Regulation (IMCR), Gunma University, Maebashi, Gunma, Japan
- Department of Endocrinology and Metabolism, Graduate School of Medicine, Yokohama City University, Yokohama, Kanagawa, Japan
| | - Hitoshi Okada
- Department of Biochemistry, Kindai University Faculty of Medicine, Osakasayama, Osaka, Japan
- Graduate School of Medical Sciences, Kindai University Faculty of Medicine, Osakasayama, Osaka, Japan
- Antiaging Center, Kindai University, Higashi-Osaka, Osaka, Japan
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Bevilacqua A, Franco F, Lu YT, Rahiman N, Kao KC, Chuang YM, Zhu Y, Held W, Xie X, Gunsalus KC, Xiao Z, Chen SY, Ho PC. PPARβ/δ-orchestrated metabolic reprogramming supports the formation and maintenance of memory CD8 + T cells. Sci Immunol 2024; 9:eadn2717. [PMID: 39178275 DOI: 10.1126/sciimmunol.adn2717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 06/03/2024] [Accepted: 07/31/2024] [Indexed: 08/25/2024]
Abstract
The formation of memory T cells is a fundamental feature of adaptative immunity, allowing the establishment of long-term protection against pathogens. Although emerging evidence suggests that metabolic reprogramming is crucial for memory T cell differentiation and survival, the underlying mechanisms that drive metabolic rewiring in memory T cells remain unclear. Here, we found that up-regulation of the nuclear receptor peroxisome proliferator-activated receptor β/δ (PPARβ/δ) instructs the metabolic reprogramming that occurs during the establishment of central memory CD8+ T cells. PPARβ/δ-regulated changes included suppression of aerobic glycolysis and enhancement of oxidative metabolism and fatty acid oxidation. Mechanistically, exposure to interleukin-15 and expression of T cell factor 1 facilitated activation of the PPARβ/δ pathway, counteracting apoptosis induced by antigen clearance and metabolic stress. Together, our findings indicate that PPARβ/δ is a master metabolic regulator orchestrating a metabolic switch that may be favorable for T cell longevity.
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Affiliation(s)
- Alessio Bevilacqua
- Department of Oncology, University of Lausanne, Lausanne, Switzerland
- Ludwig Institute for Cancer Research, University of Lausanne, Epalinges, Switzerland
| | - Fabien Franco
- Department of Oncology, University of Lausanne, Lausanne, Switzerland
- Ludwig Institute for Cancer Research, University of Lausanne, Epalinges, Switzerland
| | - Ya-Ting Lu
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
| | - Nabil Rahiman
- Center for Genomics and System Biology (CSGB), New York University Abu Dhabi, Abu Dhabi, United Arab Emirates
| | - Kung-Chi Kao
- Department of Oncology, University of Lausanne, Lausanne, Switzerland
- Ludwig Institute for Cancer Research, University of Lausanne, Epalinges, Switzerland
| | - Yu-Ming Chuang
- Department of Oncology, University of Lausanne, Lausanne, Switzerland
- Ludwig Institute for Cancer Research, University of Lausanne, Epalinges, Switzerland
| | - Yanan Zhu
- School of Basic Medical Sciences, Xi'an Jiao Tong University Health Science Center, Xi'an, Shaanxi, China
| | - Werner Held
- Department of Oncology, University of Lausanne, Lausanne, Switzerland
| | - Xin Xie
- Center for Genomics and System Biology (CSGB), New York University Abu Dhabi, Abu Dhabi, United Arab Emirates
- School of Life and Environmental Sciences, Shaoxing University, Shaoxing City, Zhejiang, China
| | - Kristin C Gunsalus
- Center for Genomics and System Biology (CSGB), New York University Abu Dhabi, Abu Dhabi, United Arab Emirates
- Center for Genomics and Systems Biology, New York University, New York, NY, USA
| | - Zhengtao Xiao
- School of Basic Medical Sciences, Xi'an Jiao Tong University Health Science Center, Xi'an, Shaanxi, China
| | - Shih-Yu Chen
- Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan
| | - Ping-Chih Ho
- Department of Oncology, University of Lausanne, Lausanne, Switzerland
- Ludwig Institute for Cancer Research, University of Lausanne, Epalinges, Switzerland
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Liu X, Zhang Y, Han B, Li L, Li Y, Ma Y, Kang S, Li Q, Kong L, Huang K, Song BL, Liu Y, Wang Y. Postprandial exercise regulates tissue-specific triglyceride uptake through angiopoietin-like proteins. JCI Insight 2024; 9:e181553. [PMID: 39171527 PMCID: PMC11343597 DOI: 10.1172/jci.insight.181553] [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: 03/28/2024] [Accepted: 07/11/2024] [Indexed: 08/23/2024] Open
Abstract
Fuel substrate switching between carbohydrates and fat is essential for maintaining metabolic homeostasis. During aerobic exercise, the predominant energy source gradually shifts from carbohydrates to fat. While it is well known that exercise mobilizes fat storage from adipose tissues, it remains largely obscure how circulating lipids are distributed tissue-specifically according to distinct energy requirements. Here, we demonstrate that aerobic exercise is linked to nutrient availability to regulate tissue-specific activities of lipoprotein lipase (LPL), the key enzyme catabolizing circulating triglyceride (TG) for tissue uptake, through the differential actions of angiopoietin-like (ANGPTL) proteins. Exercise reduced the tissue binding of ANGPTL3 protein, increasing LPL activity and TG uptake in the heart and skeletal muscle in the postprandial state specifically. Mechanistically, exercise suppressed insulin secretion, attenuating hepatic Angptl8 transcription through the PI3K/mTOR/CEBPα pathway, which is imperative for the tissue binding of its partner ANGPTL3. Constitutive expression of ANGPTL8 hampered lipid utilization and resulted in cardiac dysfunction in response to exercise. Conversely, exercise promoted the expression of ANGPTL4 in white adipose tissues, overriding the regulatory actions of ANGPTL8/ANGPTL3 in suppressing adipose LPL activity, thereby diverting circulating TG away from storage. Collectively, our findings show an overlooked bifurcated ANGPTL-LPL network that orchestrates fuel switching in response to aerobic exercise.
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Affiliation(s)
- Xiaomin Liu
- Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, Wuhan University, Wuhan, China
| | - Yiliang Zhang
- Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, Wuhan University, Wuhan, China
| | - Bingqian Han
- Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, Wuhan University, Wuhan, China
| | - Lin Li
- Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, Wuhan University, Wuhan, China
| | - Ying Li
- Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, Wuhan University, Wuhan, China
| | - Yifan Ma
- Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, Wuhan University, Wuhan, China
| | - Shijia Kang
- Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, Wuhan University, Wuhan, China
| | - Quan Li
- Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, Wuhan University, Wuhan, China
| | - Lingkai Kong
- Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, Wuhan University, Wuhan, China
| | - Kun Huang
- Tongji School of Pharmacy, Huazhong University of Science and Technology, Wuhan, China
| | - Bao-liang Song
- Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, Wuhan University, Wuhan, China
| | - Yong Liu
- Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, Wuhan University, Wuhan, China
| | - Yan Wang
- Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, TaiKang Center for Life and Medical Sciences, Wuhan University, Wuhan, China
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8
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Paulucio D, Ramirez-Sanchez C, Velasque R, Xavier R, Monnerat G, Dill A, Silveira J, Andrade GM, Meirelles F, Dornelas-Ribeiro M, Kirchner B, Pfaffl MW, Pompeu F, Santos CGM. Circulating miRNA Signaling for Fatty Acid Metabolism in Response to a Maximum Endurance Test in Elite Long-Distance Runners. Genes (Basel) 2024; 15:1088. [PMID: 39202447 PMCID: PMC11353293 DOI: 10.3390/genes15081088] [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: 07/17/2024] [Revised: 08/09/2024] [Accepted: 08/14/2024] [Indexed: 09/03/2024] Open
Abstract
Maximal oxygen uptake (VO2max) is a determining indicator for cardiorespiratory capacity in endurance athletes, and epigenetics is crucial in its levels and variability. This initial study examined a broad plasma miRNA profile of twenty-three trained elite endurance athletes with similar training volumes but different VO2max in response to an acute maximal graded endurance test. Six were clustered as higher/lower levels based on their VO2max (75.4 ± 0.9 and 60.1 ± 5.0 mL.kg-1.min-1). Plasma was obtained from athletes before and after the test and 15 ng of total RNA was extracted and detected using an SYBR-based 1113 miRNA RT-qPCR panel. A total of 51 miRNAs were differentially expressed among group comparisons. Relative amounts of miRNA showed a clustering behavior among groups regarding distinct performance/time points. Significantly expressed miRNAs were used to perform functional bioinformatic analysis (DIANA tools). Fatty acid metabolism pathways were strongly targeted for the significantly different miRNAs in all performance groups and time points (p < 0.001). Although this pathway does not solely determine endurance performance, their significant contribution is certainly achieved through the involvement of miRNAs. A highly genetically dependent gold standard variable for performance evaluation in a homogeneous group of elite athletes allowed genetic/epigenetic aspects related to fatty acid pathways to emerge.
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Affiliation(s)
- Dailson Paulucio
- Biometrics Laboratory (LADEBIO), Federal University of Rio de Janeiro, Rio de Janeiro 21941-599, Brazil; (D.P.)
| | - Carlos Ramirez-Sanchez
- Biometrics Laboratory (LADEBIO), Federal University of Rio de Janeiro, Rio de Janeiro 21941-599, Brazil; (D.P.)
| | - Rodolfo Velasque
- Biometrics Laboratory (LADEBIO), Federal University of Rio de Janeiro, Rio de Janeiro 21941-599, Brazil; (D.P.)
| | - Raphael Xavier
- Biometrics Laboratory (LADEBIO), Federal University of Rio de Janeiro, Rio de Janeiro 21941-599, Brazil; (D.P.)
| | - Gustavo Monnerat
- Instituto de Biofisica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro 21941-170, Brazil
| | - Adrieli Dill
- Brazilian Army Institute of Biology, Research, Teaching and Research Division, Rio de Janeiro 20911-270, Brazil
| | - Juliano Silveira
- Faculty of Animal Sciences and Food Engineering, Universidade de São Paulo, Pirassununga 13635-900, Brazil
| | - Gabriella M. Andrade
- Faculty of Animal Sciences and Food Engineering, Universidade de São Paulo, Pirassununga 13635-900, Brazil
| | - Flavio Meirelles
- Faculty of Animal Sciences and Food Engineering, Universidade de São Paulo, Pirassununga 13635-900, Brazil
| | - Marcos Dornelas-Ribeiro
- Brazilian Army Institute of Biology, Research, Teaching and Research Division, Rio de Janeiro 20911-270, Brazil
| | - Benedikt Kirchner
- Department of Animal Physiology and Immunology, School of Life Sciences, Technical University of Munich, Liesel-Beckmann-Straße 1, 85354 Freising, Germany
| | - Michael W. Pfaffl
- Department of Animal Physiology and Immunology, School of Life Sciences, Technical University of Munich, Liesel-Beckmann-Straße 1, 85354 Freising, Germany
| | - Fernando Pompeu
- Biometrics Laboratory (LADEBIO), Federal University of Rio de Janeiro, Rio de Janeiro 21941-599, Brazil; (D.P.)
| | - Caleb G. M. Santos
- Brazilian Army Institute of Biology, Research, Teaching and Research Division, Rio de Janeiro 20911-270, Brazil
- Department of Animal Physiology and Immunology, School of Life Sciences, Technical University of Munich, Liesel-Beckmann-Straße 1, 85354 Freising, Germany
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9
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Jackson CM, Pant A, Dinalankara W, Choi J, Jain A, Nitta R, Yazigi E, Saleh L, Zhao L, Nirschl TR, Kochel CM, Hwa-Lin Bergsneider B, Routkevitch D, Patel K, Cho KB, Tzeng S, Neshat SY, Kim YH, Smith BJ, Ramello MC, Sotillo E, Wang X, Green JJ, Bettegowda C, Li G, Brem H, Mackall CL, Pardoll DM, Drake CG, Marchionni L, Lim M. The cytokine Meteorin-like inhibits anti-tumor CD8 + T cell responses by disrupting mitochondrial function. Immunity 2024; 57:1864-1877.e9. [PMID: 39111315 PMCID: PMC11324406 DOI: 10.1016/j.immuni.2024.07.003] [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: 08/15/2023] [Revised: 03/08/2024] [Accepted: 07/05/2024] [Indexed: 08/16/2024]
Abstract
Tumor-infiltrating lymphocyte (TIL) hypofunction contributes to the progression of advanced cancers and is a frequent target of immunotherapy. Emerging evidence indicates that metabolic insufficiency drives T cell hypofunction during tonic stimulation, but the signals that initiate metabolic reprogramming in this context are largely unknown. Here, we found that Meteorin-like (METRNL), a metabolically active cytokine secreted by immune cells in the tumor microenvironment (TME), induced bioenergetic failure of CD8+ T cells. METRNL was secreted by CD8+ T cells during repeated stimulation and acted via both autocrine and paracrine signaling. Mechanistically, METRNL increased E2F-peroxisome proliferator-activated receptor delta (PPARδ) activity, causing mitochondrial depolarization and decreased oxidative phosphorylation, which triggered a compensatory bioenergetic shift to glycolysis. Metrnl ablation or downregulation improved the metabolic fitness of CD8+ T cells and enhanced tumor control in several tumor models, demonstrating the translational potential of targeting the METRNL-E2F-PPARδ pathway to support bioenergetic fitness of CD8+ TILs.
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Affiliation(s)
- Christopher M Jackson
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Ayush Pant
- Bloomberg-Kimmel Institute for Immunotherapy, Departments of Oncology and Medicine, and the Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Wikum Dinalankara
- Bloomberg-Kimmel Institute for Immunotherapy, Departments of Oncology and Medicine, and the Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - John Choi
- Department of Neurosurgery, Stanford School of Medicine, Palo Alto, CA, USA
| | - Aanchal Jain
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ryan Nitta
- Department of Neurosurgery, Stanford School of Medicine, Palo Alto, CA, USA
| | - Eli Yazigi
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Laura Saleh
- Department of Neurosurgery, Stanford School of Medicine, Palo Alto, CA, USA
| | - Liang Zhao
- Bloomberg-Kimmel Institute for Immunotherapy, Departments of Oncology and Medicine, and the Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Thomas R Nirschl
- Bloomberg-Kimmel Institute for Immunotherapy, Departments of Oncology and Medicine, and the Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Christina M Kochel
- Bloomberg-Kimmel Institute for Immunotherapy, Departments of Oncology and Medicine, and the Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Denis Routkevitch
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kisha Patel
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kwang Bog Cho
- Department of Neurosurgery, Stanford School of Medicine, Palo Alto, CA, USA
| | - Stephany Tzeng
- Biomedical Engineering Department, Johns Hopkins University, Baltimore, MD, USA
| | - Sarah Y Neshat
- Biomedical Engineering Department, Johns Hopkins University, Baltimore, MD, USA
| | - Young-Hoon Kim
- Department of Neurosurgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Barbara J Smith
- Department of Cell Biology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Maria Cecilia Ramello
- Center for Cell Therapy, Stanford Cancer Institute, Stanford School of Medicine, Stanford, CA, USA
| | - Elena Sotillo
- Center for Cell Therapy, Stanford Cancer Institute, Stanford School of Medicine, Stanford, CA, USA
| | - Xinnan Wang
- Department of Neurosurgery, Stanford School of Medicine, Palo Alto, CA, USA
| | - Jordan J Green
- Biomedical Engineering Department, Johns Hopkins University, Baltimore, MD, USA
| | - Chetan Bettegowda
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Gordon Li
- Department of Neurosurgery, Stanford School of Medicine, Palo Alto, CA, USA
| | - Henry Brem
- Department of Neurosurgery, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Crystal L Mackall
- Center for Cell Therapy, Stanford Cancer Institute, Stanford School of Medicine, Stanford, CA, USA; Department of Pediatrics, Stanford School of Medicine, Stanford, CA, USA; Department of Medicine, Stanford School of Medicine, Stanford, CA, USA
| | - Drew M Pardoll
- Bloomberg-Kimmel Institute for Immunotherapy, Departments of Oncology and Medicine, and the Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Charles G Drake
- Bloomberg-Kimmel Institute for Immunotherapy, Departments of Oncology and Medicine, and the Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Luigi Marchionni
- Bloomberg-Kimmel Institute for Immunotherapy, Departments of Oncology and Medicine, and the Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Michael Lim
- Department of Neurosurgery, Stanford School of Medicine, Palo Alto, CA, USA.
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10
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Palacin F, Poinsard L, Mattei J, Berthomier C, Billat V. Brain, Metabolic, and RPE Responses during a Free-Pace Marathon: A Preliminary Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:1024. [PMID: 39200635 PMCID: PMC11353640 DOI: 10.3390/ijerph21081024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Revised: 07/26/2024] [Accepted: 08/02/2024] [Indexed: 09/02/2024]
Abstract
The concept of the "central governor" in exercise physiology suggests the brain plays a key role in regulating exercise performance by continuously monitoring physiological and psychological factors. In this case report, we monitored, for the first time, a marathon runner using a metabolic portable system and an EEG wireless device during an entire marathon to understand the influence of brain activity on performance, particularly the phenomenon known as "hitting the wall". The results showed significant early modification in brain activity between the 10th and 15th kilometers, while the RPE remained low and cardiorespiratory responses were in a steady state. Thereafter, EEG responses decreased after kilometer 15, increased briefly between kilometers 20 and 25, then continued at a slower pace. After kilometer 30, both speed and respiration values dropped, along with the respiratory exchange ratio, indicating a shift from carbohydrate to fat metabolism, reflecting glycogen depletion. The runner concluded the race with a lower speed, higher RPE (above 15/20 on the Borg RPE scale), and reduced brain activity, suggesting mental exhaustion. The findings suggest that training strategies focused on recognizing and responding to brain signals could allow runners to optimize performance and pacing strategies, preventing premature exhaustion and improving overall race outcomes.
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Affiliation(s)
- Florent Palacin
- EA 4445—Movement, Balance, Performance, and Health Laboratory, Université de Pau et des Pays de l’Adour, 65000 Tarbes, France; (L.P.); (V.B.)
- Billatraining SAS, 91840 Soisy-sur-École, France
| | - Luc Poinsard
- EA 4445—Movement, Balance, Performance, and Health Laboratory, Université de Pau et des Pays de l’Adour, 65000 Tarbes, France; (L.P.); (V.B.)
- Billatraining SAS, 91840 Soisy-sur-École, France
| | - Julien Mattei
- Physip, 6 Rue Gobert, 75011 Paris, France; (J.M.); (C.B.)
| | | | - Véronique Billat
- EA 4445—Movement, Balance, Performance, and Health Laboratory, Université de Pau et des Pays de l’Adour, 65000 Tarbes, France; (L.P.); (V.B.)
- Faculty of Sport Science, Université Évry Paris-Saclay, 23 Bd François Mitterrand, 91000 Évry-Courcouronnes, France
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11
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Pollard S, De Silva AO, Simmons DBD. Metabolic, neurotoxic and immunotoxic effects of PFAAs and their mixtures on the proteome of the head kidney and plasma from rainbow trout (Oncorhynchus mykiss). THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 928:172389. [PMID: 38615763 DOI: 10.1016/j.scitotenv.2024.172389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 04/07/2024] [Accepted: 04/08/2024] [Indexed: 04/16/2024]
Abstract
PFAAs (Perfluoroalkyl acids) are a class of bioaccumulative, persistent and ubiquitous environmental contaminants which primarily occupy the hydrosphere and its sediments. Currently, a paucity of toxicological information exists for short chain PFAAs and complex mixtures. In order to address these knowledge gaps, we performed a 3-week, aqueous exposure of rainbow trout to 3 different concentrations of a PFAA mixture (50, 100 and 500 ng/L) modeled after the composition determined in Lake Ontario. We conducted an additional set of exposures to individual PFAAs (25 nM each of PFOS (12,500 ng/L), PFOA (10,300 ng/L), PFBS (7500 ng/L) or PFBA (5300 ng/L) to evaluate differences in biological response across PFAA congeners. Untargeted proteomics and phosphorylated metabolomics were conducted on the blood plasma and head kidney tissue to evaluate biological response. Plasma proteomic responses to the mixtures revealed several unexpected outcomes including Similar proteomic profiles and biological processes as the PFOS exposure regime while being orders of magnitude lower in concentration and an atypical dose response in terms of the number of significantly altered proteins (FDR < 0.1). Biological pathway analysis revealed the low mixture, medium mixture and PFOS to significantly alter (FDR < 0.05) a number of processes including those involved in lipid metabolism, oxidative stress and the nervous system. We implicate plasma increases in PPARD and PPARG as being directly related to these biological processes as they are known to be important regulators in all 3 processes. In contrast to the blood plasma, the high mixture and PFOA exposure regimes caused the greatest change to the head kidney proteome, altering many proteins being involved in lipid metabolism, oxidative stress and inflammation. Our findings support the pleiotropic effect PFAAs have on aquatic organisms at environmentally relevant doses including those on PPAR signaling, metabolic dysregulation, immunotoxicity and neurotoxicity.
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Affiliation(s)
- Simon Pollard
- Faculty of Science, Ontario Tech University, Ontario, Canada
| | - Amila O De Silva
- Aquatic Contaminants Research Division, Environment and Climate Change Canada, Burlington, Ontario, Canada
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12
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Waldman H. Astaxanthin Supplementation as a Potential Strategy for Enhancing Mitochondrial Adaptations in the Endurance Athlete: An Invited Review. Nutrients 2024; 16:1750. [PMID: 38892683 PMCID: PMC11175114 DOI: 10.3390/nu16111750] [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: 04/12/2024] [Revised: 05/30/2024] [Accepted: 05/31/2024] [Indexed: 06/21/2024] Open
Abstract
Astaxanthin, a potent antioxidant found in marine organisms such as microalgae and krill, may offer ergogenic benefits to endurance athletes. Originally used in fish feed, astaxanthin has shown a greater ability to mitigate various reactive oxygen species and maintain the structural integrity of mitochondria compared to other exogenous antioxidants. More recent work has shown that astaxanthin may improve: (1) cycling time trial performance, (2) cardiorespiratory measures such as submaximal heart rate during running or cycling, (3) recovery from delayed-onset muscle soreness, and (4) endogenous antioxidant capacity such as whole blood glutathione within trained populations. In this review, the history of astaxanthin and its chemical structure are first outlined before briefly describing the various adaptations (e.g., mitochondrial biogenesis, enhanced endogenous antioxidant capacity, etc.) which take place specifically at the mitochondrial level as a result of chronic endurance training. The review then concludes with the potential additive effects that astaxanthin may offer in conjunction with endurance training for the endurance athlete and offers some suggested practical recommendations for athletes and coaches interested in supplementing with astaxanthin.
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Affiliation(s)
- Hunter Waldman
- Department of Kinesiology, University of North Alabama, Florence, AL 35630, USA
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13
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Chan WS, Ng CF, Pang BPS, Hang M, Tse MCL, Iu ECY, Ooi XC, Yang X, Kim JK, Lee CW, Chan CB. Exercise-induced BDNF promotes PPARδ-dependent reprogramming of lipid metabolism in skeletal muscle during exercise recovery. Sci Signal 2024; 17:eadh2783. [PMID: 38502732 PMCID: PMC11022078 DOI: 10.1126/scisignal.adh2783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 02/29/2024] [Indexed: 03/21/2024]
Abstract
Post-exercise recovery is essential to resolve metabolic perturbations and promote long-term cellular remodeling in response to exercise. Here, we report that muscle-generated brain-derived neurotrophic factor (BDNF) elicits post-exercise recovery and metabolic reprogramming in skeletal muscle. BDNF increased the post-exercise expression of the gene encoding PPARδ (peroxisome proliferator-activated receptor δ), a transcription factor that is a master regulator of lipid metabolism. After exercise, mice with muscle-specific Bdnf knockout (MBKO) exhibited impairments in PPARδ-regulated metabolic gene expression, decreased intramuscular lipid content, reduced β-oxidation, and dysregulated mitochondrial dynamics. Moreover, MBKO mice required a longer period to recover from a bout of exercise and did not show increases in exercise-induced endurance capacity. Feeding naïve mice with the bioavailable BDNF mimetic 7,8-dihydroxyflavone resulted in effects that mimicked exercise-induced adaptations, including improved exercise capacity. Together, our findings reveal that BDNF is an essential myokine for exercise-induced metabolic recovery and remodeling in skeletal muscle.
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Affiliation(s)
- Wing Suen Chan
- School of Biological Sciences, the University of Hong Kong, 5N10 Kadoorie Biological Sciences Building, Pokfulam Road, Hong Kong, China
| | - Chun Fai Ng
- School of Biological Sciences, the University of Hong Kong, 5N10 Kadoorie Biological Sciences Building, Pokfulam Road, Hong Kong, China
| | - Brian Pak Shing Pang
- School of Biological Sciences, the University of Hong Kong, 5N10 Kadoorie Biological Sciences Building, Pokfulam Road, Hong Kong, China
| | - Miaojia Hang
- School of Biological Sciences, the University of Hong Kong, 5N10 Kadoorie Biological Sciences Building, Pokfulam Road, Hong Kong, China
| | - Margaret Chui Ling Tse
- School of Biological Sciences, the University of Hong Kong, 5N10 Kadoorie Biological Sciences Building, Pokfulam Road, Hong Kong, China
| | - Elsie Chit Yu Iu
- School of Biological Sciences, the University of Hong Kong, 5N10 Kadoorie Biological Sciences Building, Pokfulam Road, Hong Kong, China
| | - Xin Ci Ooi
- School of Biological Sciences, the University of Hong Kong, 5N10 Kadoorie Biological Sciences Building, Pokfulam Road, Hong Kong, China
| | - Xiuying Yang
- Beijing Key Laboratory of Drug Target and Screening Research, Institute of Materia Medica of Peking Union Medical College, Beijing 101399, China
| | - Jason K. Kim
- Program in Molecular Medicine, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
- Division of Endocrinology, Metabolism and Diabetes, Department of Medicine, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA
| | - Chi Wai Lee
- Department of Biology, Hong Kong Baptist University, Hong Kong, China
| | - Chi Bun Chan
- School of Biological Sciences, the University of Hong Kong, 5N10 Kadoorie Biological Sciences Building, Pokfulam Road, Hong Kong, China
- State Key Laboratory of Pharmaceutical Biotechnology, The University of Hong Kong, Hong Kong, China
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14
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Choi YJ, Johnson JD, Lee JJ, Song J, Matthews M, Hellerstein MK, McWherter CA. Seladelpar combined with complementary therapies improves fibrosis, inflammation, and liver injury in a mouse model of nonalcoholic steatohepatitis. Am J Physiol Gastrointest Liver Physiol 2024; 326:G120-G132. [PMID: 38014444 PMCID: PMC11208022 DOI: 10.1152/ajpgi.00158.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 11/21/2023] [Accepted: 11/22/2023] [Indexed: 11/29/2023]
Abstract
Seladelpar, a selective peroxisome proliferator-activated receptor δ (PPARδ) agonist, improves markers of hepatic injury in human liver diseases, but histological improvement of nonalcoholic steatohepatitis (NASH) and liver fibrosis has been challenging with any single agent. To discover how complementary agents could work with seladelpar to achieve optimal outcomes, this study evaluated a variety of therapeutics (alone and in combination) in a mouse model of NASH. Mice on a high-fat amylin liver NASH (AMLN) diet were treated for 12 wk with seladelpar, GLP-1-R (glucagon-like peptide-1 receptor) agonist liraglutide, apoptosis signal-regulating kinase 1 (ASK1) inhibitor selonsertib, farnesoid X receptor (FXR) agonist obeticholic acid, and with seladelpar in combination with liraglutide or selonsertib. Seladelpar treatment markedly improved plasma markers of liver function. Seladelpar alone or in combination resulted in stark reductions in liver fibrosis (hydroxyproline, new collagen synthesis rate, mRNA indices of fibrosis, and fibrosis staining) compared with vehicle and the other single agents. Robust reductions in liver steatosis were also observed. Seladelpar produced a reorganization of metabolic gene expression, particularly for those genes promoting peroxisomal and mitochondrial lipid oxidation. In summary, substantial improvements in NASH and NASH-induced fibrosis were observed with seladelpar alone and in combination with liraglutide in this model. Broad gene expression analysis suggests seladelpar should be effective in concert with diverse mechanisms of action.NEW & NOTEWORTHY NASH is a chronic, progressive, and increasingly problematic liver disease that has been resistant to treatment with individual therapeutics. In this study using a diet-induced mouse model of NASH, we found that the PPARδ agonist seladelpar reduced fibrosis and NASH pathology alone and in combinations with a GLP-1-R agonist (liraglutide) or an ASK1 inhibitor (selonsertib). Liver transcriptome analysis comparing each agent and coadministration suggests seladelpar should be effective in combination with a variety of therapeutics.
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Affiliation(s)
- Yun-Jung Choi
- CymaBay Therapeutics, Inc., Fremont, California, United States
| | - Jeff D Johnson
- CymaBay Therapeutics, Inc., Fremont, California, United States
| | - Jin-Ju Lee
- CymaBay Therapeutics, Inc., Fremont, California, United States
| | - Jiangao Song
- CymaBay Therapeutics, Inc., Fremont, California, United States
| | - Marcy Matthews
- Department of Nutritional Sciences and Toxicology, University of California, Berkeley, Berkeley, California, United States
| | - Marc K Hellerstein
- Department of Nutritional Sciences and Toxicology, University of California, Berkeley, Berkeley, California, United States
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15
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Kim YS, Han JH, Lim CH, Fang XQ, Jang HS, Lee SY, Yim WJ, Lim JH. Effects of Fermented Polygonum cuspidatum on the Skeletal Muscle Functions. Nutrients 2024; 16:305. [PMID: 38276543 PMCID: PMC10818974 DOI: 10.3390/nu16020305] [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: 12/06/2023] [Revised: 01/01/2024] [Accepted: 01/16/2024] [Indexed: 01/27/2024] Open
Abstract
Plant extract fermentation is widely employed to enhance the nutritional and pharmaceutical value of functional foods. Polygonum cuspidatum (Pc) contains flavonoids, anthraquinones, and stilbenes, imparting protective effects against inflammatory diseases, cancer, diabetes, and cardiovascular diseases. However, the effects of fermented Pc on skeletal muscle strength remain unexplored. In this study, we generated fermented Pc using a complex of microorganisms containing Lactobacillus spp. (McPc) and assessed its effects on muscle strength and motor function in mice. Compared to unfermented Pc water extract, elevated levels of emodin and resveratrol were noted in McPc. This was identified and quantified using UPLC-QTOF/MS and HPLC techniques. Gene expression profiling through RNA-seq and quantitative RT-PCR revealed that McPc administration upregulated the expression of genes associated with antioxidants, glycolysis, oxidative phosphorylation, fatty acid oxidation, and mitochondrial biogenesis in cultured C2C12 myotubes and the gastrocnemius muscle in mice. McPc significantly improved skeletal muscle strength, motor coordination, and traction force in mice subjected to sciatic neurectomy and high-fat diet (HFD). McPc administration exhibited more pronounced improvement of obesity, hyperglycemia, fatty liver, and hyperlipidemia in HFD mice compared to control group. These findings support the notion that emodin and resveratrol-enriched McPc may offer health benefits for addressing skeletal muscle weakness.
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Affiliation(s)
- Young-Seon Kim
- Department of Medicinal Biosciences, College of Biomedical & Health Science, Konkuk University, 268, Chungwon-daero, Chungju 27478, Chungbuk, Republic of Korea; (Y.-S.K.); (C.-H.L.); (X.-Q.F.)
- BK21 Program, Department of Applied Life Science, Graduate School, Konkuk University, 268, Chungwon-daero, Chungju 27478, Chungbuk, Republic of Korea
- Jung-Ang Microbe Research Institute (JM), 398, Jikji-daero, Heungdeok-gu, Cheongju 28576, Chungbuk, Republic of Korea; (J.-H.H.); (H.-S.J.); (S.-Y.L.); (W.-J.Y.)
| | - Ji-Hye Han
- Jung-Ang Microbe Research Institute (JM), 398, Jikji-daero, Heungdeok-gu, Cheongju 28576, Chungbuk, Republic of Korea; (J.-H.H.); (H.-S.J.); (S.-Y.L.); (W.-J.Y.)
| | - Chang-Hoon Lim
- Department of Medicinal Biosciences, College of Biomedical & Health Science, Konkuk University, 268, Chungwon-daero, Chungju 27478, Chungbuk, Republic of Korea; (Y.-S.K.); (C.-H.L.); (X.-Q.F.)
- BK21 Program, Department of Applied Life Science, Graduate School, Konkuk University, 268, Chungwon-daero, Chungju 27478, Chungbuk, Republic of Korea
- Center for Metabolic Diseases, Konkuk University, 268, Chungwon-daero, Chungju 27478, Chungbuk, Republic of Korea
| | - Xue-Quan Fang
- Department of Medicinal Biosciences, College of Biomedical & Health Science, Konkuk University, 268, Chungwon-daero, Chungju 27478, Chungbuk, Republic of Korea; (Y.-S.K.); (C.-H.L.); (X.-Q.F.)
- BK21 Program, Department of Applied Life Science, Graduate School, Konkuk University, 268, Chungwon-daero, Chungju 27478, Chungbuk, Republic of Korea
- Center for Metabolic Diseases, Konkuk University, 268, Chungwon-daero, Chungju 27478, Chungbuk, Republic of Korea
| | - Hyeock-Soon Jang
- Jung-Ang Microbe Research Institute (JM), 398, Jikji-daero, Heungdeok-gu, Cheongju 28576, Chungbuk, Republic of Korea; (J.-H.H.); (H.-S.J.); (S.-Y.L.); (W.-J.Y.)
| | - Sang-Yun Lee
- Jung-Ang Microbe Research Institute (JM), 398, Jikji-daero, Heungdeok-gu, Cheongju 28576, Chungbuk, Republic of Korea; (J.-H.H.); (H.-S.J.); (S.-Y.L.); (W.-J.Y.)
| | - Woo-Jong Yim
- Jung-Ang Microbe Research Institute (JM), 398, Jikji-daero, Heungdeok-gu, Cheongju 28576, Chungbuk, Republic of Korea; (J.-H.H.); (H.-S.J.); (S.-Y.L.); (W.-J.Y.)
| | - Ji-Hong Lim
- Department of Medicinal Biosciences, College of Biomedical & Health Science, Konkuk University, 268, Chungwon-daero, Chungju 27478, Chungbuk, Republic of Korea; (Y.-S.K.); (C.-H.L.); (X.-Q.F.)
- BK21 Program, Department of Applied Life Science, Graduate School, Konkuk University, 268, Chungwon-daero, Chungju 27478, Chungbuk, Republic of Korea
- Center for Metabolic Diseases, Konkuk University, 268, Chungwon-daero, Chungju 27478, Chungbuk, Republic of Korea
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16
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Komiya Y, Iseki S, Ochiai M, Takahashi Y, Yokoyama I, Suzuki T, Tatsumi R, Sawano S, Mizunoya W, Arihara K. Dietary oleic acid intake increases the proportion of type 1 and 2X muscle fibers in mice. Sci Rep 2024; 14:755. [PMID: 38191891 PMCID: PMC10774392 DOI: 10.1038/s41598-023-50464-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 12/20/2023] [Indexed: 01/10/2024] Open
Abstract
Skeletal muscle is one of the largest metabolic tissues in mammals and is composed of four different types of muscle fibers (types 1, 2A, 2X, and 2B); however, type 2B is absent in humans. Given that slow-twitch fibers are superior to fast-twitch fibers in terms of oxidative metabolism and are rich in mitochondria, shift of muscle fiber types in direction towards slower fiber types improves metabolic disorders and endurance capacity. We previously had reported that oleic acid supplementation increases type 1 fiber formation in C2C12 myotubes; however, its function still remains unclear. This study aimed to determine the effect of oleic acid on the muscle fiber types and endurance capacity. An in vivo mouse model was used, and mice were fed a 10% oleic acid diet for 4 weeks. Two different skeletal muscles, slow soleus muscle with the predominance of slow-twitch fibers and fast extensor digitorum longus (EDL) muscle with the predominance of fast-twitch fibers, were used. We found that dietary oleic acid intake improved running endurance and altered fiber type composition of muscles, the proportion of type 1 and 2X fibers increased in the soleus muscle and type 2X increased in the EDL muscle. The fiber type shift in the EDL muscle was accompanied by an increased muscle TAG content. In addition, blood triacylglycerol (TAG) and non-esterified fatty acid levels decreased during exercise. These changes suggested that lipid utilization as an energy substrate was enhanced by oleic acid. Increased proliferator-activated receptor γ coactivator-1β protein levels were observed in the EDL muscle, which potentially enhanced the fiber type transitions towards type 2X and muscle TAG content. In conclusion, dietary oleic acid intake improved running endurance with the changes of muscle fiber type shares in mice. This study elucidated a novel functionality of oleic acid in skeletal muscle fiber types. Further studies are required to elucidate the underlying mechanisms. Our findings have the potential to contribute to the field of health and sports science through nutritional approaches, such as the development of supplements aimed at improving muscle function.
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Affiliation(s)
- Yusuke Komiya
- Laboratory of Food Function and Safety, Department of Animal Science, School of Veterinary Medicine, Kitasato University, Towada, Japan.
| | - Shugo Iseki
- Laboratory of Food Function and Safety, Department of Animal Science, School of Veterinary Medicine, Kitasato University, Towada, Japan
| | - Masaru Ochiai
- Laboratory of Animal and Human Nutritional Physiology, Department of Animal Science, School of Veterinary Medicine, Kitasato University, Towada, Japan
| | - Yume Takahashi
- Laboratory of Food Function and Safety, Department of Animal Science, School of Veterinary Medicine, Kitasato University, Towada, Japan
| | - Issei Yokoyama
- Laboratory of Food Function and Safety, Department of Animal Science, School of Veterinary Medicine, Kitasato University, Towada, Japan
| | - Takahiro Suzuki
- Laboratory of Muscle and Meat Science, Department of Animal and Marine Bioresource Sciences, Faculty of Agriculture, Graduate School of Agriculture, Kyushu University, Fukuoka, Japan
| | - Ryuichi Tatsumi
- Laboratory of Muscle and Meat Science, Department of Animal and Marine Bioresource Sciences, Faculty of Agriculture, Graduate School of Agriculture, Kyushu University, Fukuoka, Japan
| | - Shoko Sawano
- Laboratory of Food Health Science, Department of Food and Life Science, School of Life and Environmental Science, Azabu University, Sagamihara, Japan
| | - Wataru Mizunoya
- Laboratory of Food Science, Department of Animal Science and Biotechnology, School of Veterinary Medicine, Azabu University, Sagamihara, Japan
| | - Keizo Arihara
- Laboratory of Food Function and Safety, Department of Animal Science, School of Veterinary Medicine, Kitasato University, Towada, Japan
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17
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Engin A. Lipid Storage, Lipolysis, and Lipotoxicity in Obesity. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2024; 1460:97-129. [PMID: 39287850 DOI: 10.1007/978-3-031-63657-8_4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/19/2024]
Abstract
The ratio of free fatty acid (FFA) turnover decreases significantly with the expansion of white adipose tissue. Adipose tissue and dietary saturated fatty acid levels significantly correlate with an increase in fat cell size and number. The G0/G1 switch gene 2 increases lipid content in adipocytes and promotes adipocyte hypertrophy through the restriction of triglyceride (triacylglycerol: TAG) turnover. Hypoxia in obese adipose tissue due to hypertrophic adipocytes results in excess deposition of extracellular matrix (ECM) components. Cluster of differentiation (CD) 44, as the main receptor of the extracellular matrix component regulates cell-cell and cell-matrix interactions including diet-induced insulin resistance. Excess TAGs, sterols, and sterol esters are surrounded by the phospholipid monolayer surface and form lipid droplets (LDs). Once LDs are formed, they grow up because of the excessive amount of intracellular FFA stored and reach a final size. The ratio of FFA turnover/lipolysis decreases significantly with increases in the degree of obesity. Dysfunctional adipose tissue is unable to expand further to store excess dietary lipids, increased fluxes of plasma FFAs lead to ectopic fatty acid deposition and lipotoxicity. Reduced neo-adipogenesis and dysfunctional lipid-overloaded adipocytes are hallmarks of hypertrophic obesity linked to insulin resistance. Obesity-associated adipocyte death exhibits feature of necrosis-like programmed cell death. Adipocyte death is a prerequisite for the transition from hypertrophic to hyperplastic obesity. Increased adipocyte number in obesity has life-long effects on white adipose tissue mass. The positive correlation between the adipose tissue volume and magnetic resonance imaging proton density fat fraction estimation is used for characterization of the obesity phenotype, as well as the risk stratification and selection of appropriate treatment strategies. In obese patients with type 2 diabetes, visceral adipocytes exposed to chronic/intermittent hyperglycemia develop a new microRNAs' (miRNAs') expression pattern. Visceral preadipocytes memorize the effect of hyperglycemia via changes in miRNAs' expression profile and contribute to the progression of diabetic phenotype. Nonsteroidal anti-inflammatory drugs, metformin, and statins can be beneficial in treating the local or systemic consequences of white adipose tissue inflammation. Rapamycin inhibits leptin-induced LD formation. Collectively, in this chapter, the concept of adipose tissue remodeling in response to adipocyte death or adipogenesis, and the complexity of LD interactions with the other cellular organelles are reviewed. Furthermore, clinical perspective of fat cell turnover in obesity is also debated.
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Affiliation(s)
- Atilla Engin
- Faculty of Medicine, Department of General Surgery, Gazi University, Besevler, Ankara, Turkey.
- Mustafa Kemal Mah. 2137. Sok. 8/14, 06520, Cankaya, Ankara, Turkey.
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18
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Yeo RX, Noone J, Sparks LM. Translating In Vitro Models of Exercise in Human Muscle Cells: A Mitocentric View. Exerc Sport Sci Rev 2024; 52:3-12. [PMID: 38126401 DOI: 10.1249/jes.0000000000000330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2023]
Abstract
Human skeletal muscle cell (HSkMC) models provide the opportunity to examine in vivo training-induced muscle-specific mitochondrial adaptations, additionally allowing for deeper interrogation into the effect of in vitro exercise models on myocellular mitochondrial quality and quantity. As such, this review will compare and contrast the effects of in vivo and in vitro models of exercise on mitochondrial adaptations in HSkMCs.
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19
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Xia H, Scholtes C, Dufour CR, Guluzian C, Giguère V. ERRα fosters running endurance by driving myofiber aerobic transformation and fuel efficiency. Mol Metab 2023; 78:101814. [PMID: 37802398 PMCID: PMC10590867 DOI: 10.1016/j.molmet.2023.101814] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 09/20/2023] [Accepted: 09/28/2023] [Indexed: 10/10/2023] Open
Abstract
OBJECTIVE Estrogen related receptor α (ERRα) occupies a central node in the transcriptional control of energy metabolism, including in skeletal muscle, but whether modulation of its activity can directly contribute to extend endurance to exercise remains to be investigated. The goal of this study was to characterize the benefit of mice engineered to express a physiologically relevant activated form of ERRα on skeletal muscle exercise metabolism and performance. METHODS We recently shown that mutational inactivation of three regulated phosphosites in the amino terminal domain of the nuclear receptor ERRα impedes its degradation, leading to an accumulation of ERRα proteins and perturbation of metabolic homeostasis in ERRα3SA mutant mice. Herein, we used a multi-omics approach in combination with physical endurance tests to ascertain the consequences of expressing the constitutively active phospho-deficient ERRα3SA form on muscle exercise performance and energy metabolism. RESULTS Genetic heightening of ERRα activity enhanced exercise capacity, fatigue-resistance, and endurance. This phenotype resulted from extensive reprogramming of ERRα global DNA occupancy and transcriptome in muscle leading to an increase in oxidative fibers, mitochondrial biogenesis, fatty acid oxidation, and lactate homeostasis. CONCLUSION Our findings support the potential to enhance physical performance and exercise-induced health benefits by targeting molecular pathways regulating ERRα transcriptional activity.
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Affiliation(s)
- Hui Xia
- Goodman Cancer Institute, McGill University, Montréal, Québec, Canada H3A 1A3; Department of Biochemistry, Faculty of Medicine and Health Sciences, McGill University, Montréal, Québec, Canada H3G 1Y6
| | - Charlotte Scholtes
- Goodman Cancer Institute, McGill University, Montréal, Québec, Canada H3A 1A3
| | - Catherine R Dufour
- Goodman Cancer Institute, McGill University, Montréal, Québec, Canada H3A 1A3
| | - Christina Guluzian
- Goodman Cancer Institute, McGill University, Montréal, Québec, Canada H3A 1A3; Department of Biochemistry, Faculty of Medicine and Health Sciences, McGill University, Montréal, Québec, Canada H3G 1Y6
| | - Vincent Giguère
- Goodman Cancer Institute, McGill University, Montréal, Québec, Canada H3A 1A3; Department of Biochemistry, Faculty of Medicine and Health Sciences, McGill University, Montréal, Québec, Canada H3G 1Y6.
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Fasipe B, Laher I. Nrf2 modulates the benefits of evening exercise in type 2 diabetes. SPORTS MEDICINE AND HEALTH SCIENCE 2023; 5:251-258. [PMID: 38314046 PMCID: PMC10831386 DOI: 10.1016/j.smhs.2023.09.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Revised: 08/31/2023] [Accepted: 09/05/2023] [Indexed: 02/06/2024] Open
Abstract
Exercise has well-characterized therapeutic benefits in the management of type 2 diabetes mellitus (T2DM). Most of the beneficial effects of exercise arise from the impact of nuclear factor erythroid 2 related factor-2 (Nrf2) activation of glucose metabolism. Nrf2 is an essential controller of cellular anti-oxidative capacity and circadian rhythms. The circadian rhythm of Nrf2 is influenced by circadian genes on its expression, where the timing of exercise effects the activation of Nrf2 and the rhythmicity of Nrf2 and signaling, such that the timing of exercise has differential physiological effects. Exercise in the evening has beneficial effects on diabetes management, such as lowering of blood glucose and weight. The mechanisms responsible for these effects have not yet been associated with the influence of exercise on the circadian rhythm of Nrf2 activity. A better understanding of exercise-induced Nrf2 activation on Nrf2 rhythm and signaling can improve our appreciation of the distinct effects of morning and evening exercise. This review hypothesizes that activation of Nrf2 by exercise in the morning, when Nrf2 level is already at high levels, leads to hyperactivation and decrease in Nrf2 signaling, while activation of Nrf2 in the evening, when Nrf2 levels are at nadir levels, improves Nrf2 signaling and lowers blood glucose levels and increases fatty acid oxidation. Exploring the effects of Nrf2 activators on rhythmic signaling could also provide valuable insights into the optimal timing of their application, while also holding promise for timed treatment of type 2 diabetes.
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Affiliation(s)
- Babatunde Fasipe
- Faculty of Basic Clinical Sciences, Department of Pharmacology and Therapeutics, Bowen University, Iwo, Nigeria
| | - Ismail Laher
- Faculty of Medicine, Department of Anesthesiology, Pharmacology and Therapeutics, The University of British Columbia, Vancouver, Canada
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21
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Pi A, Villivalam SD, Kang S. The Molecular Mechanisms of Fuel Utilization during Exercise. BIOLOGY 2023; 12:1450. [PMID: 37998049 PMCID: PMC10669127 DOI: 10.3390/biology12111450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 11/16/2023] [Accepted: 11/17/2023] [Indexed: 11/25/2023]
Abstract
Exercise is widely recognized for its positive impact on human health and well-being. The process of utilizing substrates in skeletal muscle during exercise is intricate and governed by complex mechanisms. Carbohydrates and lipids serve as the primary fuel sources for skeletal muscle during exercise. It is now understood that fuel selection during exercise is not solely determined by physical activity itself but is also influenced by the overall metabolic state of the body. The balance between lipid and carbohydrate utilization significantly affects exercise capacity, including endurance, fatigue, and overall performance. Therefore, comprehensively understanding the regulation of substrate utilization during exercise is of utmost importance. The aim of this review is to provide an extensive overview of the current knowledge regarding the pathways involved in the regulation of substrate utilization during exercise. By synthesizing existing research, we can gain a holistic perspective on the intricate relationship between exercise, metabolism, and fuel selection. This advanced understanding has the potential to drive advancements in the field of exercise science and contribute to the development of personalized exercise strategies for individuals looking to optimize their performance and overall health.
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Affiliation(s)
| | | | - Sona Kang
- Nutritional Sciences and Toxicology Department, University of California Berkeley, Berkeley, CA 94720, USA
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22
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Narkar VA. Exercise and Ischemia-Activated Pathways in Limb Muscle Angiogenesis and Vascular Regeneration. Methodist Debakey Cardiovasc J 2023; 19:58-68. [PMID: 38028974 PMCID: PMC10655757 DOI: 10.14797/mdcvj.1304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Accepted: 10/26/2023] [Indexed: 12/01/2023] Open
Abstract
Exercise has a profound effect on cardiovascular disease, particularly through vascular remodeling and regeneration. Peripheral artery disease (PAD) is one such cardiovascular condition that benefits from regular exercise or rehabilitative physical therapy in terms of slowing the progression of disease and delaying amputations. Various rodent pre-clinical studies using models of PAD and exercise have shed light on molecular pathways of vascular regeneration. Here, I review key exercise-activated signaling pathways (nuclear receptors, kinases, and hypoxia inducible factors) in the skeletal muscle that drive paracrine regenerative angiogenesis. The rationale for highlighting the skeletal muscle is that it is the largest organ recruited during exercise. During exercise, skeletal muscle releases several myokines, including angiogenic factors and cytokines that drive tissue vascular regeneration via activation of endothelial cells, as well as by recruiting immune and endothelial progenitor cells. Some of these core exercise-activated pathways can be extrapolated to vascular regeneration in other organs. I also highlight future areas of exercise research (including metabolomics, single cell transcriptomics, and extracellular vesicle biology) to advance our understanding of how exercise induces vascular regeneration at the molecular level, and propose the idea of "exercise-mimicking" therapeutics for vascular recovery.
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Affiliation(s)
- Vihang A. Narkar
- Brown Foundation Institute of Molecular Medicine, McGovern Medical School, UTHealth, Houston, Texas, US
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23
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Burris TP, de Vera IMS, Cote I, Flaveny CA, Wanninayake US, Chatterjee A, Walker JK, Steinauer N, Zhang J, Coons LA, Korach KS, Cain DW, Hollenberg AN, Webb P, Forrest D, Jetten AM, Edwards DP, Grimm SL, Hartig S, Lange CA, Richer JK, Sartorius CA, Tetel M, Billon C, Elgendy B, Hegazy L, Griffett K, Peinetti N, Burnstein KL, Hughes TS, Sitaula S, Stayrook KR, Culver A, Murray MH, Finck BN, Cidlowski JA. International Union of Basic and Clinical Pharmacology CXIII: Nuclear Receptor Superfamily-Update 2023. Pharmacol Rev 2023; 75:1233-1318. [PMID: 37586884 PMCID: PMC10595025 DOI: 10.1124/pharmrev.121.000436] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 08/07/2023] [Accepted: 08/10/2023] [Indexed: 08/18/2023] Open
Abstract
The NR superfamily comprises 48 transcription factors in humans that control a plethora of gene network programs involved in a wide range of physiologic processes. This review will summarize and discuss recent progress in NR biology and drug development derived from integrating various approaches, including biophysical techniques, structural studies, and translational investigation. We also highlight how defective NR signaling results in various diseases and disorders and how NRs can be targeted for therapeutic intervention via modulation via binding to synthetic lipophilic ligands. Furthermore, we also review recent studies that improved our understanding of NR structure and signaling. SIGNIFICANCE STATEMENT: Nuclear receptors (NRs) are ligand-regulated transcription factors that are critical regulators of myriad physiological processes. NRs serve as receptors for an array of drugs, and in this review, we provide an update on recent research into the roles of these drug targets.
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Affiliation(s)
- Thomas P Burris
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Ian Mitchelle S de Vera
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Isabelle Cote
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Colin A Flaveny
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Udayanga S Wanninayake
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Arindam Chatterjee
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - John K Walker
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Nickolas Steinauer
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Jinsong Zhang
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Laurel A Coons
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Kenneth S Korach
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Derek W Cain
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Anthony N Hollenberg
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Paul Webb
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Douglas Forrest
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Anton M Jetten
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Dean P Edwards
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Sandra L Grimm
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Sean Hartig
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Carol A Lange
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Jennifer K Richer
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Carol A Sartorius
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Marc Tetel
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Cyrielle Billon
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Bahaa Elgendy
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Lamees Hegazy
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Kristine Griffett
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Nahuel Peinetti
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Kerry L Burnstein
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Travis S Hughes
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Sadichha Sitaula
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Keitch R Stayrook
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Alexander Culver
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Meghan H Murray
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - Brian N Finck
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
| | - John A Cidlowski
- University of Florida Genetics Institute, Gainesville, Florida (T.P.B., I.C.); Department of Pharmacology and Physiology, Saint Louis University School of Medicine, Saint Louis, Missouri (I.M.S.d.V., U.S.W., A.C., J.K.W., N.S., J.Z.); Pfizer, San Diego, California (C.A.F.); Receptor Biology Section, Reproductive and Developmental Biology Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina (L.A.C., K.S.K.); Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina (L.A.C.); Duke Human Vaccine Institute, Durham, North Carolina (D.W.C.); Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts (A.N.H.); The California Institute of Regenerative Medicine, South San Francisco, California (P.W.); Laboratory of Endocrinology and Receptor Biology, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland (D.G.); National Institute of Environmental Health Sciences, National Institutes of Health, Durham, North Carolina (A.M.J.); Department of Molecular and Cellular Pharmacology, Baylor College of Medicine, Houston, Texas (D.P.E., S.L.G., S.H.); Department of Medicine, Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, Minnesota (C.A.L.); Department of Pathology, University of Colorado, Aurora, Colorado (J.K.R., C.A.S.); Neuroscience Program, Wellesley College, Wellesley, Massachusetts (M.T.); Center for Clinical Pharmacology, University of Health Sciences and Pharmacy, Saint Louis, Missouri (C.B., B.E., L.H.); Department of Anatomy, Physiology, and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama (K.G.); Department of Molecular and Cellular Pharmacology, University of Miami School of Medicine, Miami, Florida (N.P., K.L.B.); Department of Biomedical and Pharmaceutical Sciences, Center for Biomolecular Structure and Dynamics, University of Montana, Missoula, Montana (T.S.H.); Asteroid Therapeutics, Inc. Indianapolis, Indiana (S.S., K.R.S., A.C.); Saint Louis University School of Medicine, St. Louis, Missouri (M.H.M.); Department of Medicine, Washington University School of Medicine, St. Louis, Missouri (B.N.F.); and Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, North Carolina (J.A.C.)
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24
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Shirai T, Uemichi K, Takemasa T. Effects of the order of endurance and high-intensity interval exercise in combined training on mouse skeletal muscle metabolism. Am J Physiol Regul Integr Comp Physiol 2023; 325:R593-R603. [PMID: 37746708 DOI: 10.1152/ajpregu.00077.2023] [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: 04/03/2023] [Revised: 09/11/2023] [Accepted: 09/13/2023] [Indexed: 09/26/2023]
Abstract
Endurance exercise (EE) mainly improves oxidative capacity, whereas high-intensity interval exercise (HIIE) also improves glycolytic capacity. There is growing evidence that suggests that combining EE with HIIE can lead to improved athletic performance and fitness outcomes compared with either form of exercise alone. This study aimed to elucidate whether the order in which EE and HIIE are performed in combined training affects oxidative metabolism and glycolysis in mouse skeletal muscle. Male ICR mice at 7 wk of age were divided into three groups: control (CON), EE-HIIE, and HIIE-EE. The total training period was 3 wk (3 times/week). Mice performed running on a treadmill as endurance exercise and swimming with a weight load of 10% of body weight as high-intensity interval exercise. EE before HIIE (EE-HIIE) improved running performance in the maximal EE capacity test (all-out test) and partly enhanced the expression levels of molecular signals involved in glycolysis compared with HIIE before EE (HIIE-EE). The order of exercise did not, however, impact the expression of proteins related to mitochondrial dynamics, including those involved in the morphological changes of mitochondria through repeated fusion and fission, as well as oxidative energy metabolism. The findings suggest that the order of exercise has no significant impact on the expression of proteins associated with glycolytic and oxidative energy metabolism. Nevertheless, our results indicate that the order of EE-HIIE may enhance running performance.
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Affiliation(s)
- Takanaga Shirai
- Institute of Health and Sport Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan
- Graduate School of Comprehensive Human Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan
- Japan Society for Promotion Science, Chiyoda-ku, Tokyo, Japan
| | - Kazuki Uemichi
- Institute of Health and Sport Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan
- Japan Society for Promotion Science, Chiyoda-ku, Tokyo, Japan
| | - Tohru Takemasa
- Institute of Health and Sport Sciences, University of Tsukuba, Tsukuba, Ibaraki, Japan
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25
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Rubenstein AB, Smith GR, Zhang Z, Chen X, Chambers TL, Ruf-Zamojski F, Mendelev N, Cheng WS, Zamojski M, Amper MAS, Nair VD, Marderstein AR, Montgomery SB, Troyanskaya OG, Zaslavsky E, Trappe T, Trappe S, Sealfon SC. Integrated single-cell multiome analysis reveals muscle fiber-type gene regulatory circuitry modulated by endurance exercise. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.26.558914. [PMID: 37808658 PMCID: PMC10557702 DOI: 10.1101/2023.09.26.558914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/10/2023]
Abstract
Endurance exercise is an important health modifier. We studied cell-type specific adaptations of human skeletal muscle to acute endurance exercise using single-nucleus (sn) multiome sequencing in human vastus lateralis samples collected before and 3.5 hours after 40 min exercise at 70% VO2max in four subjects, as well as in matched time of day samples from two supine resting circadian controls. High quality same-cell RNA-seq and ATAC-seq data were obtained from 37,154 nuclei comprising 14 cell types. Among muscle fiber types, both shared and fiber-type specific regulatory programs were identified. Single-cell circuit analysis identified distinct adaptations in fast, slow and intermediate fibers as well as LUM-expressing FAP cells, involving a total of 328 transcription factors (TFs) acting at altered accessibility sites regulating 2,025 genes. These data and circuit mapping provide single-cell insight into the processes underlying tissue and metabolic remodeling responses to exercise.
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Affiliation(s)
- Aliza B. Rubenstein
- Department of Neurology, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY 10029, USA
| | - Gregory R. Smith
- Department of Neurology, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY 10029, USA
| | - Zidong Zhang
- Department of Neurology, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY 10029, USA
- Lewis-Sigler Institute of Integrative Genomics, Princeton University, Princeton, NJ 08544, USA
| | - Xi Chen
- Center for Computational Biology, Flatiron Institute, Simons Foundation, New York, NY 10010, USA
| | - Toby L. Chambers
- Human Performance Laboratory, Ball State University, Muncie, IN 47306, USA
| | - Frederique Ruf-Zamojski
- Department of Neurology, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY 10029, USA
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Natalia Mendelev
- Department of Neurology, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY 10029, USA
| | - Wan Sze Cheng
- Department of Neurology, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY 10029, USA
| | - Michel Zamojski
- Department of Neurology, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY 10029, USA
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Mary Anne S. Amper
- Department of Neurology, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY 10029, USA
| | - Venugopalan D. Nair
- Department of Neurology, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY 10029, USA
| | - Andrew R. Marderstein
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
- Department of Pathology, Stanford University, Stanford, CA 94305, USA
| | - Stephen B. Montgomery
- Department of Genetics, Stanford University, Stanford, CA 94305, USA
- Department of Pathology, Stanford University, Stanford, CA 94305, USA
| | - Olga G. Troyanskaya
- Lewis-Sigler Institute of Integrative Genomics, Princeton University, Princeton, NJ 08544, USA
- Center for Computational Biology, Flatiron Institute, Simons Foundation, New York, NY 10010, USA
- Department of Computer Science, Princeton University, Princeton, NJ 08544, USA
| | - Elena Zaslavsky
- Department of Neurology, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY 10029, USA
| | - Todd Trappe
- Human Performance Laboratory, Ball State University, Muncie, IN 47306, USA
| | - Scott Trappe
- Human Performance Laboratory, Ball State University, Muncie, IN 47306, USA
- Senior author
| | - Stuart C. Sealfon
- Department of Neurology, Icahn School of Medicine at Mount Sinai (ISMMS), New York, NY 10029, USA
- Department of Computer Science, Princeton University, Princeton, NJ 08544, USA
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26
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Smith JAB, Murach KA, Dyar KA, Zierath JR. Exercise metabolism and adaptation in skeletal muscle. Nat Rev Mol Cell Biol 2023; 24:607-632. [PMID: 37225892 PMCID: PMC10527431 DOI: 10.1038/s41580-023-00606-x] [Citation(s) in RCA: 87] [Impact Index Per Article: 43.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/30/2023] [Indexed: 05/26/2023]
Abstract
Viewing metabolism through the lens of exercise biology has proven an accessible and practical strategy to gain new insights into local and systemic metabolic regulation. Recent methodological developments have advanced understanding of the central role of skeletal muscle in many exercise-associated health benefits and have uncovered the molecular underpinnings driving adaptive responses to training regimens. In this Review, we provide a contemporary view of the metabolic flexibility and functional plasticity of skeletal muscle in response to exercise. First, we provide background on the macrostructure and ultrastructure of skeletal muscle fibres, highlighting the current understanding of sarcomeric networks and mitochondrial subpopulations. Next, we discuss acute exercise skeletal muscle metabolism and the signalling, transcriptional and epigenetic regulation of adaptations to exercise training. We address knowledge gaps throughout and propose future directions for the field. This Review contextualizes recent research of skeletal muscle exercise metabolism, framing further advances and translation into practice.
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Affiliation(s)
- Jonathon A B Smith
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Kevin A Murach
- Molecular Mass Regulation Laboratory, Exercise Science Research Center, Department of Health, Human Performance and Recreation, University of Arkansas, Fayetteville, AR, USA
| | - Kenneth A Dyar
- Metabolic Physiology, Institute for Diabetes and Cancer, Helmholtz Diabetes Center, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany
- German Center for Diabetes Research (DZD), Neuherberg, Germany
| | - Juleen R Zierath
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden.
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
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27
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Cho YK, Lee S, Lee J, Doh J, Park JH, Jung YS, Lee YH. Lipid remodeling of adipose tissue in metabolic health and disease. Exp Mol Med 2023; 55:1955-1973. [PMID: 37653032 PMCID: PMC10545718 DOI: 10.1038/s12276-023-01071-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 05/30/2023] [Accepted: 06/05/2023] [Indexed: 09/02/2023] Open
Abstract
Adipose tissue is a dynamic and metabolically active organ that plays a crucial role in energy homeostasis and endocrine function. Recent advancements in lipidomics techniques have enabled the study of the complex lipid composition of adipose tissue and its role in metabolic disorders such as obesity, diabetes, and cardiovascular disease. In addition, adipose tissue lipidomics has emerged as a powerful tool for understanding the molecular mechanisms underlying these disorders and identifying bioactive lipid mediators and potential therapeutic targets. This review aims to summarize recent lipidomics studies that investigated the dynamic remodeling of adipose tissue lipids in response to specific physiological changes, pharmacological interventions, and pathological conditions. We discuss the molecular mechanisms of lipid remodeling in adipose tissue and explore the recent identification of bioactive lipid mediators generated in adipose tissue that regulate adipocytes and systemic metabolism. We propose that manipulating lipid-mediator metabolism could serve as a therapeutic approach for preventing or treating obesity-related metabolic diseases.
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Affiliation(s)
- Yoon Keun Cho
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul, Republic of Korea
| | - Sumin Lee
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul, Republic of Korea
| | - Jaewon Lee
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul, Republic of Korea
| | - Junsang Doh
- Department of Materials Science and Engineering, Research Institute of Advanced Materials, Institute of Engineering Research, Bio-MAX Institute, Soft Foundry Institute, Seoul National University, Seoul, Republic of Korea
| | - Joo-Hong Park
- School of Biological Sciences, Seoul National University, Seoul, Republic of Korea
| | - Young-Suk Jung
- College of Pharmacy, Pusan National University, Busan, Republic of Korea
| | - Yun-Hee Lee
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul, Republic of Korea.
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28
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Dong H, Tsai SY. Mitochondrial Properties in Skeletal Muscle Fiber. Cells 2023; 12:2183. [PMID: 37681915 PMCID: PMC10486962 DOI: 10.3390/cells12172183] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 08/16/2023] [Accepted: 08/24/2023] [Indexed: 09/09/2023] Open
Abstract
Mitochondria are the primary source of energy production and are implicated in a wide range of biological processes in most eukaryotic cells. Skeletal muscle heavily relies on mitochondria for energy supplements. In addition to being a powerhouse, mitochondria evoke many functions in skeletal muscle, including regulating calcium and reactive oxygen species levels. A healthy mitochondria population is necessary for the preservation of skeletal muscle homeostasis, while mitochondria dysregulation is linked to numerous myopathies. In this review, we summarize the recent studies on mitochondria function and quality control in skeletal muscle, focusing mainly on in vivo studies of rodents and human subjects. With an emphasis on the interplay between mitochondrial functions concerning the muscle fiber type-specific phenotypes, we also discuss the effect of aging and exercise on the remodeling of skeletal muscle and mitochondria properties.
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Affiliation(s)
- Han Dong
- Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117593, Singapore;
| | - Shih-Yin Tsai
- Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117593, Singapore;
- Healthy Longevity Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117456, Singapore
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Lee J, Joh Y, Choi C, Kim K, Lee YH. A Combination of Soy Isoflavone and L-Carnitine Improves Running Endurance in Mice. Nutrients 2023; 15:3678. [PMID: 37686710 PMCID: PMC10489700 DOI: 10.3390/nu15173678] [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: 07/09/2023] [Revised: 08/03/2023] [Accepted: 08/17/2023] [Indexed: 09/10/2023] Open
Abstract
The present study aimed to investigate the effect of APIC, a mixture containing soy isoflavone and L-carnitine on running endurance. Male C57BL/6 mice were orally administered APIC for 8 weeks. The APIC group exhibited a significant increase in treadmill running time until exhaustion compared to the control group. The respiratory exchange ratio in the APIC group was lower, indicating an enhancement in fatty acid oxidative metabolism. Furthermore, APIC supplementation increased the proportion of oxidative myofibers. Biochemical parameters associated with endurance capacity were also affected by APIC, as evidenced by increased muscle ATP levels and decreased levels of muscle triglycerides and blood lactate. qPCR and immunoblot analysis of C2C12 myotubes and gastrocnemius muscles indicated that APIC treatment stimulated AMPK signaling, mitochondrial biogenesis, and fatty acid metabolism. Additionally, treatment with APIC led to an increased oxygen consumption rate in C2C12 myotubes. Collectively, these findings suggest that APIC supplementation enhances mitochondrial biogenesis, promotes a switch from glycolytic to oxidative fiber types, and improves fatty acid metabolism through the activation of the AMPK signaling pathway in murine skeletal muscle. Ultimately, these effects contribute to the enhancement of running endurance.
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Affiliation(s)
| | | | | | | | - Yun-Hee Lee
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 08826, Republic of Korea; (J.L.); (Y.J.); (C.C.); (K.K.)
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Xin H, Huang R, Zhou M, Chen J, Zhang J, Zhou T, Ji S, Liu X, Tian H, Lam SM, Bao X, Li L, Tong S, Deng F, Shui G, Zhang Z, Wong CCL, Li MD. Daytime-restricted feeding enhances running endurance without prior exercise in mice. Nat Metab 2023; 5:1236-1251. [PMID: 37365376 DOI: 10.1038/s42255-023-00826-7] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Accepted: 05/17/2023] [Indexed: 06/28/2023]
Abstract
Physical endurance and energy conservation are essential for survival in the wild. However, it remains unknown whether and how meal timing regulates physical endurance and muscle diurnal rhythms. Here, we show that day/sleep time-restricted feeding (DRF) enhances running endurance by 100% throughout the circadian cycle in both male and female mice, compared to either ad libitum feeding or night/wake time-restricted feeding. Ablation of the circadian clock in the whole body or the muscle abolished the exercise regulatory effect of DRF. Multi-omics analysis revealed that DRF robustly entrains diurnal rhythms of a mitochondrial oxidative metabolism-centric network, compared to night/wake time-restricted feeding. Remarkably, muscle-specific knockdown of the myocyte lipid droplet protein perilipin-5 completely mimics DRF in enhancing endurance, enhancing oxidative bioenergetics and outputting rhythmicity to circulating energy substrates, including acylcarnitine. Together, our work identifies a potent dietary regimen to enhance running endurance without prior exercise, as well as providing a multi-omics atlas of muscle circadian biology regulated by meal timing.
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Affiliation(s)
- Haoran Xin
- Department of Cardiovascular Medicine, Center for Circadian Metabolism and Cardiovascular Disease, Southwest Hospital, Army Medical University, Chongqing, China
| | - Rongfeng Huang
- Department of Cardiovascular Medicine, Center for Circadian Metabolism and Cardiovascular Disease, Southwest Hospital, Army Medical University, Chongqing, China
| | - Meiyu Zhou
- Department of Cardiovascular Medicine, Center for Circadian Metabolism and Cardiovascular Disease, Southwest Hospital, Army Medical University, Chongqing, China
| | - Jianghui Chen
- Department of Cardiovascular Medicine, Center for Circadian Metabolism and Cardiovascular Disease, Southwest Hospital, Army Medical University, Chongqing, China
- Department of Cardiology, Third Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jianxin Zhang
- Department of Cardiovascular Medicine, Center for Circadian Metabolism and Cardiovascular Disease, Southwest Hospital, Army Medical University, Chongqing, China
| | - Tingting Zhou
- Chinese Academy of Medical Science & Peking Union Medical College, Beijing, China
| | - Shushen Ji
- Department of Bioinformatics, GFK Biotech, Shanghai, China
| | - Xiao Liu
- Department of Bioinformatics, GFK Biotech, Shanghai, China
| | - He Tian
- State Key Laboratory of Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, China
| | - Sin Man Lam
- State Key Laboratory of Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, China
- LipidALL Technologies, Changzhou, China
| | - Xinyu Bao
- Department of Cardiovascular Medicine, Center for Circadian Metabolism and Cardiovascular Disease, Southwest Hospital, Army Medical University, Chongqing, China
| | - Lihua Li
- Department of Cardiovascular Medicine, Center for Circadian Metabolism and Cardiovascular Disease, Southwest Hospital, Army Medical University, Chongqing, China
| | - Shifei Tong
- Department of Cardiology, Third Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Fang Deng
- Department of Pathophysiology, College of High Altitude Military Medicine, Army Medical University, Chongqing, China
| | - Guanghou Shui
- State Key Laboratory of Molecular Developmental Biology, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, China
| | - Zhihui Zhang
- Department of Cardiovascular Medicine, Center for Circadian Metabolism and Cardiovascular Disease, Southwest Hospital, Army Medical University, Chongqing, China.
| | - Catherine C L Wong
- Chinese Academy of Medical Science & Peking Union Medical College, Beijing, China.
- Tsinghua University-Peking University Joint Center for Life Sciences, Tsinghua University, Beijing, China.
| | - Min-Dian Li
- Department of Cardiovascular Medicine, Center for Circadian Metabolism and Cardiovascular Disease, Southwest Hospital, Army Medical University, Chongqing, China.
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Druzak SA, Tardelli M, Mays SG, El Bejjani M, Mo X, Maner-Smith KM, Bowen T, Cato ML, Tillman MC, Sugiyama A, Xie Y, Fu H, Cohen DE, Ortlund EA. Ligand dependent interaction between PC-TP and PPARδ mitigates diet-induced hepatic steatosis in male mice. Nat Commun 2023; 14:2748. [PMID: 37173315 PMCID: PMC10182070 DOI: 10.1038/s41467-023-38010-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 04/12/2023] [Indexed: 05/15/2023] Open
Abstract
Phosphatidylcholine transfer protein (PC-TP; synonym StarD2) is a soluble lipid-binding protein that transports phosphatidylcholine (PC) between cellular membranes. To better understand the protective metabolic effects associated with hepatic PC-TP, we generated a hepatocyte-specific PC-TP knockdown (L-Pctp-/-) in male mice, which gains less weight and accumulates less liver fat compared to wild-type mice when challenged with a high-fat diet. Hepatic deletion of PC-TP also reduced adipose tissue mass and decreases levels of triglycerides and phospholipids in skeletal muscle, liver and plasma. Gene expression analysis suggest that the observed metabolic changes are related to transcriptional activity of peroxisome proliferative activating receptor (PPAR) family members. An in-cell protein complementation screen between lipid transfer proteins and PPARs uncovered a direct interaction between PC-TP and PPARδ that was not observed for other PPARs. We confirmed the PC-TP- PPARδ interaction in Huh7 hepatocytes, where it was found to repress PPARδ-mediated transactivation. Mutations of PC-TP residues implicated in PC binding and transfer reduce the PC-TP-PPARδ interaction and relieve PC-TP-mediated PPARδ repression. Reduction of exogenously supplied methionine and choline reduces the interaction while serum starvation enhances the interaction in cultured hepatocytes. Together our data points to a ligand sensitive PC-TP- PPARδ interaction that suppresses PPAR activity.
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Affiliation(s)
- Samuel A Druzak
- Department of Biochemistry, Emory University School of Medicine, 1510 Clifton Road, Atlanta, GA, USA
| | - Matteo Tardelli
- Joan & Sanford I. Weill Department of Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Suzanne G Mays
- Department of Biochemistry, Emory University School of Medicine, 1510 Clifton Road, Atlanta, GA, USA
| | - Mireille El Bejjani
- Department of Biochemistry, Emory University School of Medicine, 1510 Clifton Road, Atlanta, GA, USA
| | - Xulie Mo
- Department of Chemical Biology and Pharmacology, Emory University School of Medicine, 1510 Clifton Road, Atlanta, GA, USA
| | - Kristal M Maner-Smith
- Emory Integrated Lipidomics and Metabolomics Core, Emory University School of Medicine, 1510 Clifton Road, Atlanta, GA, USA
| | - Thomas Bowen
- Emory Integrated Lipidomics and Metabolomics Core, Emory University School of Medicine, 1510 Clifton Road, Atlanta, GA, USA
| | - Michael L Cato
- Department of Biochemistry, Emory University School of Medicine, 1510 Clifton Road, Atlanta, GA, USA
| | - Matthew C Tillman
- Department of Biochemistry, Emory University School of Medicine, 1510 Clifton Road, Atlanta, GA, USA
| | - Akiko Sugiyama
- Joan & Sanford I. Weill Department of Medicine, Weill Cornell Medical College, New York, NY, USA
- Division of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Yang Xie
- Joan & Sanford I. Weill Department of Medicine, Weill Cornell Medical College, New York, NY, USA
- Division of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Haian Fu
- Department of Chemical Biology and Pharmacology, Emory University School of Medicine, 1510 Clifton Road, Atlanta, GA, USA
| | - David E Cohen
- Joan & Sanford I. Weill Department of Medicine, Weill Cornell Medical College, New York, NY, USA
- Division of Gastroenterology, Hepatology and Endoscopy, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Eric A Ortlund
- Department of Biochemistry, Emory University School of Medicine, 1510 Clifton Road, Atlanta, GA, USA.
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Martin RA, Viggars MR, Esser KA. Metabolism and exercise: the skeletal muscle clock takes centre stage. Nat Rev Endocrinol 2023; 19:272-284. [PMID: 36726017 PMCID: PMC11783692 DOI: 10.1038/s41574-023-00805-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/12/2023] [Indexed: 02/03/2023]
Abstract
Circadian rhythms that influence mammalian homeostasis and overall health have received increasing interest over the past two decades. The molecular clock, which is present in almost every cell, drives circadian rhythms while being a cornerstone of physiological outcomes. The skeletal muscle clock has emerged as a primary contributor to metabolic health, as the coordinated expression of the core clock factors BMAL1 and CLOCK with the muscle-specific transcription factor MYOD1 facilitates the circadian and metabolic programme that supports skeletal muscle physiology. The phase of the skeletal muscle clock is sensitive to the time of exercise, which provides a rationale for exploring the interactions between the skeletal muscle clock, exercise and metabolic health. Here, we review the underlying mechanisms of the skeletal muscle clock that drive muscle physiology, with a particular focus on metabolic health. Additionally, we highlight the interaction between exercise and the skeletal muscle clock as a means of reinforcing metabolic health and discuss the possible implications of the time of exercise as a chronotherapeutic approach.
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Affiliation(s)
- Ryan A Martin
- Department of Physiology and Aging, University of Florida, Gainesville, FL, USA
- Myology Institute, University of Florida, Gainesville, FL, USA
| | - Mark R Viggars
- Department of Physiology and Aging, University of Florida, Gainesville, FL, USA
- Myology Institute, University of Florida, Gainesville, FL, USA
| | - Karyn A Esser
- Department of Physiology and Aging, University of Florida, Gainesville, FL, USA.
- Myology Institute, University of Florida, Gainesville, FL, USA.
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Kitamura N, Zhang S, Morel JD, Nagano U, Taworntawat T, Hosoda S, Nakamura A, Ogawa Y, Benegiamo G, Auwerx J, Tsubota K, Yokoyama Y, Watanabe M. Sodium ferrous citrate and 5-aminolevulinic acid improve type 2 diabetes by maintaining muscle and mitochondrial health. Obesity (Silver Spring) 2023; 31:1038-1049. [PMID: 36823345 DOI: 10.1002/oby.23705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 12/09/2022] [Accepted: 12/14/2022] [Indexed: 02/25/2023]
Abstract
OBJECTIVE Improving mitochondrial function is a promising strategy for intervention in type 2 diabetes mellitus. This study investigated the preventive effects of sodium ferrous citrate (SFC) and 5-aminolevulinic acid phosphate (ALA) on several metabolic dysfunctions associated with obesity because they have been shown to alleviate abnormal glucose metabolism in humans. METHODS Six-week-old male C57BL/6J mice were fed with a normal diet, a high-fat diet, or a high-fat diet supplemented with SFC and ALA for 15 weeks. RESULTS The simultaneous supplementation of SFC + ALA to high-fat diet-fed mice prevented loss of muscle mass, improved muscle strength, and reduced obesity and insulin resistance. SFC + ALA prevented abnormalities in mitochondrial morphology and reverted the diet effect on the skeletal muscle transcriptome, including the expression of glucose uptake and mitochondrial oxidative phosphorylation-related genes. In addition, SFC + ALA prevented the decline in mitochondrial DNA copy number by enhancing mitochondrial DNA maintenance and antioxidant transcription activity, both of which are impaired in high-fat diet-fed mice during long-term fasting. CONCLUSIONS These findings suggest that SFC + ALA supplementation exerts its preventive effects in type 2 diabetes mellitus via improved skeletal muscle and mitochondrial health, further validating its application as a promising strategy for the prevention of obesity-induced metabolic disorders.
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Affiliation(s)
- Naho Kitamura
- Systems Biology Program, Graduate School of Media and Governance, Keio University, Kanagawa, Japan
- Health Science Laboratory, Keio Research Institute at SFC, Kanagawa, Japan
| | - Shiyang Zhang
- Systems Biology Program, Graduate School of Media and Governance, Keio University, Kanagawa, Japan
- Health Science Laboratory, Keio Research Institute at SFC, Kanagawa, Japan
| | - Jean-David Morel
- Laboratory of Integrative and Systems Physiology, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Utana Nagano
- Systems Biology Program, Graduate School of Media and Governance, Keio University, Kanagawa, Japan
- Health Science Laboratory, Keio Research Institute at SFC, Kanagawa, Japan
| | - Tanon Taworntawat
- Systems Biology Program, Graduate School of Media and Governance, Keio University, Kanagawa, Japan
- Health Science Laboratory, Keio Research Institute at SFC, Kanagawa, Japan
| | - Shotaro Hosoda
- Systems Biology Program, Graduate School of Media and Governance, Keio University, Kanagawa, Japan
- Health Science Laboratory, Keio Research Institute at SFC, Kanagawa, Japan
| | - Anna Nakamura
- Systems Biology Program, Graduate School of Media and Governance, Keio University, Kanagawa, Japan
- Health Science Laboratory, Keio Research Institute at SFC, Kanagawa, Japan
| | - Yoko Ogawa
- Department of Ophthalmology, Keio University School of Medicine, Tokyo, Japan
| | - Giorgia Benegiamo
- Laboratory of Integrative and Systems Physiology, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Johan Auwerx
- Laboratory of Integrative and Systems Physiology, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Kazuo Tsubota
- Health Science Laboratory, Keio Research Institute at SFC, Kanagawa, Japan
- Tsubota Laboratory, Inc., Tokyo, Japan
| | - Yoko Yokoyama
- Systems Biology Program, Graduate School of Media and Governance, Keio University, Kanagawa, Japan
- Health Science Laboratory, Keio Research Institute at SFC, Kanagawa, Japan
| | - Mitsuhiro Watanabe
- Systems Biology Program, Graduate School of Media and Governance, Keio University, Kanagawa, Japan
- Health Science Laboratory, Keio Research Institute at SFC, Kanagawa, Japan
- Department of Environment and Information Studies, Keio University, Kanagawa, Japan
- Department of Internal Medicine, Keio University School of Medicine, Tokyo, Japan
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Transcriptomic and proteomic time-course analyses based on Metascape reveal mechanisms against muscle atrophy in hibernating Spermophilus dauricus. Comp Biochem Physiol A Mol Integr Physiol 2023; 275:111336. [PMID: 36280225 DOI: 10.1016/j.cbpa.2022.111336] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 10/18/2022] [Accepted: 10/18/2022] [Indexed: 11/19/2022]
Abstract
Hibernating Spermophilus dauricus is resistant to muscle atrophy. Comprehensive transcriptome and proteome time-course analyses based on Metascape can further reveal the underlying processes (pre-hibernation stage, PRE; torpor stage, TOR; interbout arousal stage, IBA; and post-hibernation stage, POST). Transcriptome analysis showed that the cellular responses to growth factor stimulus and discrete oxygen levels continuously changed during hibernation. Proteomic analysis showed that neutrophil degranulation, sulfur compound metabolic process, and generation of precursor metabolites and energy continuously changed during hibernation. Molecular complex detection (MCODE) analysis in both transcriptome and proteome indicated that smooth muscle contraction was involved in the POST versus IBA stage, and peroxisome proliferator-activated receptor delta (Ppard), Myc proto-oncogene (Myc), Sp1 transcription factor (Sp1), and nuclear factor Kappa B subunit 1 (NFκB1) are the common TFs during the hibernation process. Integrated transcriptome and proteome analyses found 18 molecules in the TOR versus PRE stage, 1 molecule in the IBA versus TOR stage, and 16 molecules in the POST versus IBA stage. Among these molecules, carnitine palmitoyltransferase 1A (Cpt1a), SET and MYND domain containing 2 (Smyd2), four and a half LIM domains 1(Fhl1), reactive oxygen species modulator 1 (Romo1), and translocase of the inner mitochondrial membrane 50 (Timm50) were testified by Western blot. In conclusion, novel muscle atrophy resistance mechanisms can be deciphered by time-course transcriptome and proteome analyses based on Metascape.
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Shin KC, Huh JY, Ji Y, Han JS, Han SM, Park J, Nahmgoong H, Lee WT, Jeon YG, Kim B, Park C, Kang H, Choe SS, Kim JB. VLDL-VLDLR axis facilitates brown fat thermogenesis through replenishment of lipid fuels and PPARβ/δ activation. Cell Rep 2022; 41:111806. [PMID: 36516764 DOI: 10.1016/j.celrep.2022.111806] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 09/22/2022] [Accepted: 11/18/2022] [Indexed: 12/15/2022] Open
Abstract
In mammals, brown adipose tissue (BAT) is specialized to conduct non-shivering thermogenesis for survival under cold acclimation. Although emerging evidence suggests that lipid metabolites are essential for heat generation in cold-activated BAT, the underlying mechanisms of lipid uptake in BAT have not been thoroughly understood. Here, we show that very-low-density lipoprotein (VLDL) uptaken by VLDL receptor (VLDLR) plays important roles in thermogenic execution in BAT. Compared with wild-type mice, VLDLR knockout mice exhibit impaired thermogenic features. Mechanistically, VLDLR-mediated VLDL uptake provides energy sources for mitochondrial oxidation via lysosomal processing, subsequently enhancing thermogenic activity in brown adipocytes. Moreover, the VLDL-VLDLR axis potentiates peroxisome proliferator activated receptor (PPAR)β/δ activity with thermogenic gene expression in BAT. Accordingly, VLDL-induced thermogenic capacity is attenuated in brown-adipocyte-specific PPARβ/δ knockout mice. Collectively, these data suggest that the VLDL-VLDLR axis in brown adipocytes is a key factor for thermogenic execution during cold exposure.
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Affiliation(s)
- Kyung Cheul Shin
- Center for Adipocyte Structure and Function, Institute of Molecular Biology and Genetics, School of Biological Sciences, Seoul National University, Seoul 08826, Korea
| | - Jin Young Huh
- Center for Adipocyte Structure and Function, Institute of Molecular Biology and Genetics, School of Biological Sciences, Seoul National University, Seoul 08826, Korea
| | - Yul Ji
- Center for Adipocyte Structure and Function, Institute of Molecular Biology and Genetics, School of Biological Sciences, Seoul National University, Seoul 08826, Korea
| | - Ji Seul Han
- Center for Adipocyte Structure and Function, Institute of Molecular Biology and Genetics, School of Biological Sciences, Seoul National University, Seoul 08826, Korea
| | - Sang Mun Han
- Center for Adipocyte Structure and Function, Institute of Molecular Biology and Genetics, School of Biological Sciences, Seoul National University, Seoul 08826, Korea
| | - Jeu Park
- Center for Adipocyte Structure and Function, Institute of Molecular Biology and Genetics, School of Biological Sciences, Seoul National University, Seoul 08826, Korea
| | - Hahn Nahmgoong
- Center for Adipocyte Structure and Function, Institute of Molecular Biology and Genetics, School of Biological Sciences, Seoul National University, Seoul 08826, Korea
| | - Won Taek Lee
- Center for Adipocyte Structure and Function, Institute of Molecular Biology and Genetics, School of Biological Sciences, Seoul National University, Seoul 08826, Korea
| | - Yong Geun Jeon
- Center for Adipocyte Structure and Function, Institute of Molecular Biology and Genetics, School of Biological Sciences, Seoul National University, Seoul 08826, Korea
| | - Bohyeon Kim
- Center for Adipocyte Structure and Function, Institute of Molecular Biology and Genetics, School of Biological Sciences, Seoul National University, Seoul 08826, Korea
| | - Chanyoon Park
- Interdisciplinary Graduate Program in Genetic Engineering, Seoul National University, Seoul 08826, Korea
| | - Heonjoong Kang
- Interdisciplinary Graduate Program in Genetic Engineering, Seoul National University, Seoul 08826, Korea; School of Earth and Environmental Sciences, Interdisciplinary Graduate Program in Genetic Engineering, Research Institute of Oceanography, Seoul National University, Seoul 08826, Korea
| | - Sung Sik Choe
- Center for Adipocyte Structure and Function, Institute of Molecular Biology and Genetics, School of Biological Sciences, Seoul National University, Seoul 08826, Korea
| | - Jae Bum Kim
- Center for Adipocyte Structure and Function, Institute of Molecular Biology and Genetics, School of Biological Sciences, Seoul National University, Seoul 08826, Korea.
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Katti P, Hall AS, Parry HA, Ajayi PT, Kim Y, Willingham TB, Bleck CKE, Wen H, Glancy B. Mitochondrial network configuration influences sarcomere and myosin filament structure in striated muscles. Nat Commun 2022; 13:6058. [PMID: 36229433 PMCID: PMC9561657 DOI: 10.1038/s41467-022-33678-y] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 09/28/2022] [Indexed: 12/24/2022] Open
Abstract
Sustained muscle contraction occurs through interactions between actin and myosin filaments within sarcomeres and requires a constant supply of adenosine triphosphate (ATP) from nearby mitochondria. However, it remains unclear how different physical configurations between sarcomeres and mitochondria alter the energetic support for contractile function. Here, we show that sarcomere cross-sectional area (CSA) varies along its length in a cell type-dependent manner where the reduction in Z-disk CSA relative to the sarcomere center is closely coordinated with mitochondrial network configuration in flies, mice, and humans. Further, we find myosin filaments near the sarcomere periphery are curved relative to interior filaments with greater curvature for filaments near mitochondria compared to sarcoplasmic reticulum. Finally, we demonstrate variable myosin filament lattice spacing between filament ends and filament centers in a cell type-dependent manner. These data suggest both sarcomere structure and myofilament interactions are influenced by the location and orientation of mitochondria within muscle cells.
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Affiliation(s)
- Prasanna Katti
- National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | | | - Hailey A Parry
- National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Peter T Ajayi
- National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Yuho Kim
- National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - T Bradley Willingham
- National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Christopher K E Bleck
- National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Han Wen
- National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Brian Glancy
- National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA.
- National Institute of Arthritis and Musculoskeletal and Skin Diseases, National Institutes of Health Bethesda, Bethesda, MD, USA.
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Wang Z, Emmerich A, Pillon NJ, Moore T, Hemerich D, Cornelis MC, Mazzaferro E, Broos S, Ahluwalia TS, Bartz TM, Bentley AR, Bielak LF, Chong M, Chu AY, Berry D, Dorajoo R, Dueker ND, Kasbohm E, Feenstra B, Feitosa MF, Gieger C, Graff M, Hall LM, Haller T, Hartwig FP, Hillis DA, Huikari V, Heard-Costa N, Holzapfel C, Jackson AU, Johansson Å, Jørgensen AM, Kaakinen MA, Karlsson R, Kerr KF, Kim B, Koolhaas CM, Kutalik Z, Lagou V, Lind PA, Lorentzon M, Lyytikäinen LP, Mangino M, Metzendorf C, Monroe KR, Pacolet A, Pérusse L, Pool R, Richmond RC, Rivera NV, Robiou-du-Pont S, Schraut KE, Schulz CA, Stringham HM, Tanaka T, Teumer A, Turman C, van der Most PJ, Vanmunster M, van Rooij FJA, van Vliet-Ostaptchouk JV, Zhang X, Zhao JH, Zhao W, Balkhiyarova Z, Balslev-Harder MN, Baumeister SE, Beilby J, Blangero J, Boomsma DI, Brage S, Braund PS, Brody JA, Bruinenberg M, Ekelund U, Liu CT, Cole JW, Collins FS, Cupples LA, Esko T, Enroth S, Faul JD, Fernandez-Rhodes L, Fohner AE, Franco OH, Galesloot TE, Gordon SD, Grarup N, Hartman CA, Heiss G, Hui J, Illig T, Jago R, James A, Joshi PK, Jung T, Kähönen M, Kilpeläinen TO, Koh WP, Kolcic I, Kraft PP, Kuusisto J, Launer LJ, Li A, Linneberg A, Luan J, Vidal PM, Medland SE, Milaneschi Y, Moscati A, Musk B, Nelson CP, Nolte IM, Pedersen NL, Peters A, Peyser PA, Power C, Raitakari OT, Reedik M, Reiner AP, Ridker PM, Rudan I, Ryan K, Sarzynski MA, Scott LJ, Scott RA, Sidney S, Siggeirsdottir K, Smith AV, Smith JA, Sonestedt E, Strøm M, Tai ES, Teo KK, Thorand B, Tönjes A, Tremblay A, Uitterlinden AG, Vangipurapu J, van Schoor N, Völker U, Willemsen G, Williams K, Wong Q, Xu H, Young KL, Yuan JM, Zillikens MC, Zonderman AB, Ameur A, Bandinelli S, Bis JC, Boehnke M, Bouchard C, Chasman DI, Smith GD, de Geus EJC, Deldicque L, Dörr M, Evans MK, Ferrucci L, Fornage M, Fox C, Garland T, Gudnason V, Gyllensten U, Hansen T, Hayward C, Horta BL, Hyppönen E, Jarvelin MR, Johnson WC, Kardia SLR, Kiemeney LA, Laakso M, Langenberg C, Lehtimäki T, Marchand LL, Magnusson PKE, Martin NG, Melbye M, Metspalu A, Meyre D, North KE, Ohlsson C, Oldehinkel AJ, Orho-Melander M, Pare G, Park T, Pedersen O, Penninx BWJH, Pers TH, Polasek O, Prokopenko I, Rotimi CN, Samani NJ, Sim X, Snieder H, Sørensen TIA, Spector TD, Timpson NJ, van Dam RM, van der Velde N, van Duijn CM, Vollenweider P, Völzke H, Voortman T, Waeber G, Wareham NJ, Weir DR, Wichmann HE, Wilson JF, Hevener AL, Krook A, Zierath JR, Thomis MAI, Loos RJF, Hoed MD. Genome-wide association analyses of physical activity and sedentary behavior provide insights into underlying mechanisms and roles in disease prevention. Nat Genet 2022; 54:1332-1344. [PMID: 36071172 PMCID: PMC9470530 DOI: 10.1038/s41588-022-01165-1] [Citation(s) in RCA: 104] [Impact Index Per Article: 34.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 07/18/2022] [Indexed: 02/02/2023]
Abstract
Although physical activity and sedentary behavior are moderately heritable, little is known about the mechanisms that influence these traits. Combining data for up to 703,901 individuals from 51 studies in a multi-ancestry meta-analysis of genome-wide association studies yields 99 loci that associate with self-reported moderate-to-vigorous intensity physical activity during leisure time (MVPA), leisure screen time (LST) and/or sedentary behavior at work. Loci associated with LST are enriched for genes whose expression in skeletal muscle is altered by resistance training. A missense variant in ACTN3 makes the alpha-actinin-3 filaments more flexible, resulting in lower maximal force in isolated type IIA muscle fibers, and possibly protection from exercise-induced muscle damage. Finally, Mendelian randomization analyses show that beneficial effects of lower LST and higher MVPA on several risk factors and diseases are mediated or confounded by body mass index (BMI). Our results provide insights into physical activity mechanisms and its role in disease prevention.
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Affiliation(s)
- Zhe Wang
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| | - Andrew Emmerich
- Department of Cell and Molecular Biology, Uppsala University, Uppsala, Sweden
| | - Nicolas J Pillon
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Tim Moore
- Division of Cardiology, Department of Medicine, University of California, Los Angeles, CA, USA
| | - Daiane Hemerich
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Marilyn C Cornelis
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Eugenia Mazzaferro
- The Beijer Laboratory and Department of Immunology, Genetics and Pathology, Uppsala University and SciLifeLab, Uppsala, Sweden
| | - Siacia Broos
- Faculty of Movement and Rehabilitation Sciences, Department of Movement Sciences - Exercise Physiology Research Group, KU Leuven, Leuven, Belgium
- Faculty of Movement and Rehabilitation Sciences, Department of Movement Sciences - Physical Activity, Sports & Health Research Group, KU Leuven, Leuven, Belgium
| | - Tarunveer S Ahluwalia
- Steno Diabetes Center Copenhagen, Herlev, Denmark
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- The Bioinformatics Center, Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Traci M Bartz
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Amy R Bentley
- Center for Research on Genomics and Global Health, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | - Lawrence F Bielak
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Mike Chong
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Audrey Y Chu
- Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, USA
- GlaxoSmithKline, Cambridge, MA, USA
| | - Diane Berry
- Division of Population, Policy and Practice, Great Ormond Street Hospital Institute for Child Health, University College London, London, UK
| | - Rajkumar Dorajoo
- Genome Institute of Singapore, Agency for Science, Technology and Research, Singapore, Singapore
- Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
| | - Nicole D Dueker
- John P. Hussman Institute for Human Genomics, University of Miami, Miami, FL, USA
- Department of Epidemiology & Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Elisa Kasbohm
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
- Institute of Mathematics and Computer Science, University of Greifswald, Greifswald, Germany
| | - Bjarke Feenstra
- Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark
| | - Mary F Feitosa
- Division of Statistical Genomics, Department of Genetics, Washington University School of Medicine, St. Louis, MO, USA
| | - Christian Gieger
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München -Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Munich, Germany
| | - Mariaelisa Graff
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA
| | - Leanne M Hall
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
- NIHR Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK
| | - Toomas Haller
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Fernando P Hartwig
- Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, Brazil
- MRC Integrative Epidemiology Unit, NIHR Bristol Biomedical Research Center, University of Bristol, Bristol, UK
| | - David A Hillis
- Genetics, Genomics, and Bioinformatics Graduate Program, University of California, Riverside, CA, USA
| | - Ville Huikari
- Institute of Health Sciences, University of Oulu, Oulu, Finland
| | - Nancy Heard-Costa
- Framingham Heart Study, Framingham, MA, USA
- Department of Neurology, Boston University School of Medicine, Boston, MA, USA
| | - Christina Holzapfel
- Research Unit of Molecular Epidemiology, Helmholtz Zentrum München -Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Munich, Germany
- Institute for Nutritional Medicine, School of Medicine, Technical University of Munich, Munich, Germany
| | - Anne U Jackson
- Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA
| | - Åsa Johansson
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Anja Moltke Jørgensen
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Marika A Kaakinen
- Section of Statistical Multi-omics, Department of Clinical and Experimental Medicine, University of Surrey, Guildford, UK
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
| | - Robert Karlsson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Kathleen F Kerr
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Boram Kim
- Interdisciplinary Program in Bioinformatics, Seoul National University, Seoul, South Korea
| | - Chantal M Koolhaas
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Zoltan Kutalik
- University Center for Primary Care and Public Health, University of Lausanne, Lausanne, Switzerland
- Swiss Institute of Bioinformatics, Lausanne, Switzerland
- Department of Computational Biology, University of Lausanne, Lausanne, Switzerland
| | | | - Penelope A Lind
- Mental Health and Neuroscience Research Program, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
- School of Biomedical Science, Faculty of Medicine, University of Queensland, Brisbane, Queensland, Australia
| | - Mattias Lorentzon
- Geriatric Medicine, Institute of Medicine, University of Gothenburg and Sahlgrenska University Hospital Mölndal, Gothenburg, Sweden
- Mary MacKillop Institute for Health Research, Australian Catholic University, Melbourne, Victoria, Australia
| | - Leo-Pekka Lyytikäinen
- Department of Clinical Chemistry, Fimlab Laboratories, Tampere, Finland
- Finnish Cardiovascular Research Center - Tampere, Department of Clinical Chemistry, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Massimo Mangino
- Department of Twin Research and Genetic Epidemiology, Kings College London, London, UK
- NIHR Biomedical Research Centre at Guy's and St Thomas' Foundation Trust, London, UK
| | - Christoph Metzendorf
- The Beijer Laboratory and Department of Immunology, Genetics and Pathology, Uppsala University and SciLifeLab, Uppsala, Sweden
| | - Kristine R Monroe
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Alexander Pacolet
- Faculty of Movement and Rehabilitation Sciences, Department of Movement Sciences - Exercise Physiology Research Group, KU Leuven, Leuven, Belgium
| | - Louis Pérusse
- Department of Kinesiology, Université Laval, Quebec, Quebec, Canada
- Centre Nutrition Santé et Société (NUTRISS), Institute of Nutrition and Functional Foods (INAF), Université Laval, Quebec, Quebec, Canada
| | - Rene Pool
- Department of Biological Psychology, Vrije Universiteit, Amsterdam, the Netherlands
- Amsterdam Public Health Research Institute, Amsterdam UMC, Amsterdam, the Netherlands
| | - Rebecca C Richmond
- MRC Integrative Epidemiology Unit and Avon Longitudinal Study of Parents and Children, University of Bristol Medical School, Population Health Sciences and Avon Longitudinal Study of Parents and Children, University of Bristol, Bristol, UK
| | - Natalia V Rivera
- Respiratory Division, Department of Medicine, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
- Rheumatology Division, Department of Medicine, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
- Center of Molecular Medicine (CMM), Karolinska Institutet, Stockholm, Sweden
| | - Sebastien Robiou-du-Pont
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Katharina E Schraut
- Centre for Global Health Research, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Christina-Alexandra Schulz
- Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden
- Department of Nutrition and Food Sciences, Nutritional Epidemiology, University of Bonn, Bonn, Germany
| | - Heather M Stringham
- Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA
| | - Toshiko Tanaka
- Translational Gerontology Branch, National Institute on Aging, Baltimore, MD, USA
| | - Alexander Teumer
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
- German Centre for Cardiovascular Research (DZHK), partner site Greifswald, Greifswald, Germany
| | - Constance Turman
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Peter J van der Most
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Mathias Vanmunster
- Faculty of Movement and Rehabilitation Sciences, Department of Movement Sciences - Exercise Physiology Research Group, KU Leuven, Leuven, Belgium
| | - Frank J A van Rooij
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Jana V van Vliet-Ostaptchouk
- Department of Endocrinology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Xiaoshuai Zhang
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
- School of Public Health, Department of Biostatistics, Shandong University, Jinan, China
| | - Jing-Hua Zhao
- Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK
| | - Wei Zhao
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Zhanna Balkhiyarova
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
- Department of Clinical and Experimental Medicine, University of Surrey, Guilford, UK
- People-Centred Artificial Intelligence Institute, University of Surrey, Guilford, UK
| | - Marie N Balslev-Harder
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Sebastian E Baumeister
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
- University of Münster, Münster, Germany
| | - John Beilby
- Diagnostic Genomics, PathWest Laboratory Medicine WA, Perth, Western Australia, Australia
| | - John Blangero
- South Texas Diabetes and Obesity Institute, University of Texas Rio Grande Valley, Brownsville, TX, USA
| | - Dorret I Boomsma
- Department of Biological Psychology, Vrije Universiteit, Amsterdam, the Netherlands
- Amsterdam Public Health Research Institute, Amsterdam UMC, Amsterdam, the Netherlands
| | - Soren Brage
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
| | - Peter S Braund
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
- NIHR Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK
| | - Jennifer A Brody
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA
| | | | - Ulf Ekelund
- Department of Sports Medicine, Norwegian School of Sport Sciences, Oslo, Norway
- Department of Chronic Diseases, Norwegian Institute of Public Health, Oslo, Norway
| | - Ching-Ti Liu
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - John W Cole
- Vascular Neurology, Department of Neurology, University of Maryland School of Medicine and the Baltimore VAMC, Baltimore, MD, USA
| | - Francis S Collins
- Center for Precision Health Research, National Human Genome Research Institute, NIH, Bethesda, MD, USA
| | - L Adrienne Cupples
- Framingham Heart Study, Framingham, MA, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Tõnu Esko
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Stefan Enroth
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Jessica D Faul
- Survey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
| | - Lindsay Fernandez-Rhodes
- Department of Biobehavioral Health, College of Health and Human Development, Pennsylvania State University, University Park, PA, USA
| | - Alison E Fohner
- Department of Epidemiology, Institute of Public Health Genetics, Cardiovascular Health Research Unit, University of Washington, Seattle, WA, USA
| | - Oscar H Franco
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Institute of Social and Preventive Medicine (ISPM), University of Bern, Bern, Switzerland
| | - Tessel E Galesloot
- Radboud Institute for Health Sciences, Department for Health Evidence, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Scott D Gordon
- Mental Health and Neuroscience Research Program, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Niels Grarup
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Catharina A Hartman
- Interdisciplinary Center Psychopathology and Emotion Regulation, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Gerardo Heiss
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA
| | - Jennie Hui
- Diagnostic Genomics, PathWest Laboratory Medicine WA, Perth, Western Australia, Australia
- School of Population and Global Health, The University of Western Australia, Perth, Western Australia, Australia
- Busselton Population Medical Research Institute, Busselton, Western Australia, Australia
| | - Thomas Illig
- Hannover Unified Biobank, Hannover Medical School, Hannover, Germany
- Department of Human Genetics, Hannover Medical School, Hannover, Germany
| | - Russell Jago
- Centre for Exercise Nutrition & Health Sciences, School for Policy Studies, University of Bristol, Bristol, UK
| | - Alan James
- Department of Pulmonary Physiology and Sleep Medicine, Sir Charles Gairdner Hospital, Western Australia, Perth, Australia
| | - Peter K Joshi
- Centre for Global Health Research, Usher Institute, University of Edinburgh, Edinburgh, UK
- Humanity Inc, Boston, MA, USA
| | - Taeyeong Jung
- Interdisciplinary Program in Bioinformatics, Seoul National University, Seoul, South Korea
| | - Mika Kähönen
- Finnish Cardiovascular Research Center - Tampere, Department of Clinical Chemistry, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
- Department of Clinical Physiology, Tampere University Hospital, Tampere, Finland
| | - Tuomas O Kilpeläinen
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Woon-Puay Koh
- Healthy Longevity Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Singapore Institute for Clinical Sciences, Agency for Science, Technology, and Research, Singapore, Singapore
| | - Ivana Kolcic
- Department of Public Health, University of Split School of Medicine, Split, Croatia
| | - Peter P Kraft
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Johanna Kuusisto
- Institute of Clinical Medicine, Internal Medicine, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland
| | - Lenore J Launer
- Laboratory of Epidemiology and Population Sciences, National Institutes of Health, Baltimore, MD, USA
| | - Aihua Li
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Allan Linneberg
- Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Jian'an Luan
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
| | - Pedro Marques Vidal
- Division of Internal Medicine, Department of Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Sarah E Medland
- Mental Health and Neuroscience Research Program, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
- School of Psychology and Faculty of Medicine, University of Queensland, St Lucia, Queensland, Australia
| | - Yuri Milaneschi
- Department of Psychiatry, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands
| | - Arden Moscati
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Bill Musk
- Busselton Population Medical Research Institute, Busselton, Western Australia, Australia
| | - Christopher P Nelson
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
- NIHR Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK
| | - Ilja M Nolte
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Nancy L Pedersen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Annette Peters
- Institute of Epidemiology, Helmholtz Zentrum München -Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Munich, Germany
| | - Patricia A Peyser
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Christine Power
- Division of Population, Policy and Practice, Great Ormond Street Hospital Institute for Child Health, University College London, London, UK
| | - Olli T Raitakari
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland
- Department of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland
| | - Mägi Reedik
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Alex P Reiner
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Paul M Ridker
- Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Igor Rudan
- Centre for Global Health Research, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Kathy Ryan
- Division of Endocrinology, Diabetes and Nutrition, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Mark A Sarzynski
- Department of Exercise Science, University of South Carolina, Columbia, SC, USA
| | - Laura J Scott
- Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA
| | - Robert A Scott
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
| | - Stephen Sidney
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | | | - Albert V Smith
- Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA
- Icelandic Heart Association, Kópavogur, Iceland
| | - Jennifer A Smith
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA
- Survey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
| | - Emily Sonestedt
- Department of Clinical Sciences Malmö, Lund University, Malmö, Sweden
| | - Marin Strøm
- Department of Epidemiology Research, Statens Serum Institut, Copenhagen, Denmark
- Faculty of Health Sciences, University of the Faroe Islands, Tórshavn, Faroe Islands
| | - E Shyong Tai
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
- Duke-NUS Medical School, Singapore, Singapore
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Koon K Teo
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Barbara Thorand
- Institute of Epidemiology, Helmholtz Zentrum München -Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Munich, Germany
| | - Anke Tönjes
- Department of Medicine, University of Leipzig, Leipzig, Germany
| | - Angelo Tremblay
- Department of Kinesiology, Université Laval, Quebec, Quebec, Canada
- Centre Nutrition Santé et Société (NUTRISS), Institute of Nutrition and Functional Foods (INAF), Université Laval, Quebec, Quebec, Canada
| | - Andre G Uitterlinden
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Jagadish Vangipurapu
- Institute of Clinical Medicine, Internal Medicine, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland
| | - Natasja van Schoor
- Department of Epidemiology and Biostatistics, Amsterdam Public Health Research Institute, VU University Medical Center, Amsterdam, the Netherlands
| | - Uwe Völker
- German Centre for Cardiovascular Research (DZHK), partner site Greifswald, Greifswald, Germany
- Interfaculty Institute for Genetics and Functional Genomics, University Medicine Greifswald, Greifswald, Germany
| | - Gonneke Willemsen
- Department of Biological Psychology, Vrije Universiteit, Amsterdam, the Netherlands
- Amsterdam Public Health Research Institute, Amsterdam UMC, Amsterdam, the Netherlands
| | - Kayleen Williams
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Quenna Wong
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Huichun Xu
- Division of Endocrinology, Diabetes and Nutrition, Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Kristin L Young
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA
| | - Jian Min Yuan
- Division of Cancer Control and Population Sciences, UPMC Hillman Cancer Center, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - M Carola Zillikens
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Alan B Zonderman
- Laboratory of Epidemiology and Population Science, National Instiute on Aging, National Institutes of Health, Bethesda, MD, USA
| | - Adam Ameur
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | | | - Joshua C Bis
- Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Michael Boehnke
- Department of Biostatistics and Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA
| | - Claude Bouchard
- Human Genomics Laboratory, Pennington Biomedical Research Center, Baton Rouge, LA, USA
| | - Daniel I Chasman
- Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - George Davey Smith
- MRC Integrative Epidemiology Unit, NIHR Bristol Biomedical Research Center, University of Bristol, Bristol, UK
- Population Health Science, Bristol Medical School, NIHR Bristol Biomedical Research Center, University of Bristol, Bristol, UK
| | - Eco J C de Geus
- Department of Biological Psychology, Vrije Universiteit, Amsterdam, the Netherlands
- Amsterdam Public Health Research Institute, Amsterdam UMC, Amsterdam, the Netherlands
| | - Louise Deldicque
- Faculty of Movement and Rehabilitation Sciences, Institute of Neuroscience, UC Louvain, Louvain-la-Neuve, Belgium
| | - Marcus Dörr
- German Centre for Cardiovascular Research (DZHK), partner site Greifswald, Greifswald, Germany
- Department of Internal Medicine B, University Medicine Greifswald, Greifswald, Germany
| | - Michele K Evans
- Laboratory of Epidemiology and Population Science, National Instiute on Aging, National Institutes of Health, Bethesda, MD, USA
| | - Luigi Ferrucci
- Translational Gerontology Branch, National Institute on Aging, Baltimore, MD, USA
| | - Myriam Fornage
- Brown Foundation Institute of Molecular Medicine, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Caroline Fox
- Genetics and Pharmacogenomics (GpGx), Merck Research Labs, Boston, MA, USA
| | - Theodore Garland
- Department of Evolution, Ecology, and Organismal Biology, University of California, Riverside, Riverside, CA, USA
| | - Vilmundur Gudnason
- Icelandic Heart Association, Kópavogur, Iceland
- Faculty of Medicine, University of Iceland, Reykjavik, Iceland
| | - Ulf Gyllensten
- Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Torben Hansen
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Caroline Hayward
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Bernardo L Horta
- Postgraduate Program in Epidemiology, Federal University of Pelotas, Pelotas, Brazil
| | - Elina Hyppönen
- Australian Centre for Precision Health, Unit of Clinical and Health Sciences, University of South Australia, Adelaide, South Australia, Australia
- South Australian Health and Medical Research Institute, Adelaide, South Australia, Australia
- Population, Policy and Practice, Great Ormond Street Hospital Institute for Child Health, University College London, London, UK
| | - Marjo-Riitta Jarvelin
- Institute of Health Sciences, University of Oulu, Oulu, Finland
- Department of Epidemiology and Biostatistics and HPA-MRC Center, School of Public Health, Imperial College London, London, UK
| | - W Craig Johnson
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Sharon L R Kardia
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Lambertus A Kiemeney
- Radboud Institute for Health Sciences, Department for Health Evidence, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Markku Laakso
- Institute of Clinical Medicine, Internal Medicine, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland
| | - Claudia Langenberg
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
- Computational Medicine, Berlin Institute of Health at Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Terho Lehtimäki
- Department of Clinical Chemistry, Fimlab Laboratories, Tampere, Finland
- Finnish Cardiovascular Research Center - Tampere, Department of Clinical Chemistry, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland
| | - Loic Le Marchand
- Epidemiology Program, University of Hawaii Cancer Center, University of Hawaii at Manoa, Honolulu, HI, USA
| | - Patrik K E Magnusson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Nicholas G Martin
- Mental Health and Neuroscience Research Program, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Mads Melbye
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- K.G.Jebsen Center for Genetic Epidemiology, Norwegian University of Science and Technology, Trondheim, Norway
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
- Center for Fertility and Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Andres Metspalu
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia
| | - David Meyre
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Kari E North
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA
| | - Claes Ohlsson
- Centre for Bone and Arthritis Research, Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Drug Treatment, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Albertine J Oldehinkel
- Interdisciplinary Center Psychopathology and Emotion Regulation, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | | | - Guillaume Pare
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Taesung Park
- Interdisciplinary Program in Bioinformatics, Seoul National University, Seoul, South Korea
- Department of Statistics, Seoul National University, Seoul, South Korea
| | - Oluf Pedersen
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Brenda W J H Penninx
- Department of Psychiatry, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands
| | - Tune H Pers
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Ozren Polasek
- University of Split School of Medicine, Split, Croatia
| | - Inga Prokopenko
- Department of Clinical and Experimental Medicine, University of Surrey, Guilford, UK
- People-Centred Artificial Intelligence Institute, University of Surrey, Guilford, UK
- UMR 8199 - EGID, Institut Pasteur de Lille, CNRS, University of Lille, Lille, France
| | - Charles N Rotimi
- Center for Research on Genomics and Global Health, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD, USA
| | - Nilesh J Samani
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
- NIHR Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK
| | - Xueling Sim
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
| | - Harold Snieder
- Department of Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Thorkild I A Sørensen
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Public Health, Section of Epidemiology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Tim D Spector
- Department of Twin Research and Genetic Epidemiology, Kings College London, London, UK
| | - Nicholas J Timpson
- MRC Integrative Epidemiology Unit, University of Bristol Medical School, University of Bristol, Bristol, UK
| | - Rob M van Dam
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
- Department of Exercise and Nutrition Sciences, Milken Institute School of Public Health, George Washington University, Washington, DC, USA
| | - Nathalie van der Velde
- Department of Internal Medicine, Erasmus University Medical Center, Rotterdam, the Netherlands
- Section of Geriatrics, Department of Internal Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands
- Amsterdam Public Health, Aging and Later Life, Amsterdam, the Netherlands
| | - Cornelia M van Duijn
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Peter Vollenweider
- Division of Internal Medicine, Department of Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Henry Völzke
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
- German Centre for Cardiovascular Research (DZHK), partner site Greifswald, Greifswald, Germany
| | - Trudy Voortman
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, the Netherlands
| | - Gérard Waeber
- Division of Internal Medicine, Department of Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | | | - David R Weir
- Survey Research Center, Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
| | - Heinz-Erich Wichmann
- Institute of Epidemiology, Helmholtz Zentrum München -Deutsches Forschungszentrum für Gesundheit und Umwelt (GmbH), Munich, Germany
| | - James F Wilson
- Centre for Global Health Research, Usher Institute, University of Edinburgh, Edinburgh, UK
- MRC Human Genetics Unit, Institute of Genetics and Cancer, University of Edinburgh, Edinburgh, UK
| | - Andrea L Hevener
- Division of Endocrinology, Department of Medicine, University of California, Los Angeles, CA, USA
| | - Anna Krook
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Juleen R Zierath
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden
| | - Martine A I Thomis
- Faculty of Movement and Rehabilitation Sciences, Department of Movement Sciences - Physical Activity, Sports & Health Research Group, KU Leuven, Leuven, Belgium
| | - Ruth J F Loos
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- The Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Marcel den Hoed
- The Beijer Laboratory and Department of Immunology, Genetics and Pathology, Uppsala University and SciLifeLab, Uppsala, Sweden.
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Przybycień P, Gąsior-Perczak D, Placha W. Cannabinoids and PPAR Ligands: The Future in Treatment of Polycystic Ovary Syndrome Women with Obesity and Reduced Fertility. Cells 2022; 11:cells11162569. [PMID: 36010645 PMCID: PMC9406585 DOI: 10.3390/cells11162569] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Revised: 08/13/2022] [Accepted: 08/17/2022] [Indexed: 11/21/2022] Open
Abstract
Cannabinoids (CBs) are used to treat chronic pain, chemotherapy-induced nausea and vomiting, and multiple sclerosis spasticity. Recently, the medicinal use of CBs has attracted increasing interest as a new therapeutic in many diseases. Data indicate a correlation between CBs and PPARs via diverse mechanisms. Both the endocannabinoid system (ECS) and peroxisome proliferator-activated receptors (PPARs) may play a significant role in PCOS and PCOS related disorders, especially in disturbances of glucose-lipid metabolism as well as in obesity and fertility. Taking into consideration the ubiquity of PCOS in the human population, it seems indispensable to search for new potential therapeutic targets for this condition. The aim of this review is to examine the relationship between metabolic disturbances and obesity in PCOS pathology. We discuss current and future therapeutic interventions for PCOS and related disorders, with emphasis on the metabolic pathways related to PCOS pathophysiology. The link between the ECS and PPARs is a promising new target for PCOS, and we examine this relationship in depth.
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Affiliation(s)
- Piotr Przybycień
- Chair of Medical Biochemistry, Faculty of Medicine, Jagiellonian University Medical College, 31-034 Krakow, Poland
- Endocrinology Clinic, Holycross Cancer Centre, 25-734 Kielce, Poland
| | - Danuta Gąsior-Perczak
- Endocrinology Clinic, Holycross Cancer Centre, 25-734 Kielce, Poland
- Collegium Medicum, Jan Kochanowski University, 25-317 Kielce, Poland
| | - Wojciech Placha
- Chair of Medical Biochemistry, Faculty of Medicine, Jagiellonian University Medical College, 31-034 Krakow, Poland
- Correspondence: ; Tel.: +48-12-422-74-00
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Hastings MH, Herrera JJ, Guseh JS, Atlason B, Houstis NE, Abdul Kadir A, Li H, Sheffield C, Singh AP, Roh JD, Day SM, Rosenzweig A. Animal Models of Exercise From Rodents to Pythons. Circ Res 2022; 130:1994-2014. [PMID: 35679366 PMCID: PMC9202075 DOI: 10.1161/circresaha.122.320247] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Acute and chronic animal models of exercise are commonly used in research. Acute exercise testing is used, often in combination with genetic, pharmacological, or other manipulations, to study the impact of these manipulations on the cardiovascular response to exercise and to detect impairments or improvements in cardiovascular function that may not be evident at rest. Chronic exercise conditioning models are used to study the cardiac phenotypic response to regular exercise training and as a platform for discovery of novel pathways mediating cardiovascular benefits conferred by exercise conditioning that could be exploited therapeutically. The cardiovascular benefits of exercise are well established, and, frequently, molecular manipulations that mimic the pathway changes induced by exercise recapitulate at least some of its benefits. This review discusses approaches for assessing cardiovascular function during an acute exercise challenge in rodents, as well as practical and conceptual considerations in the use of common rodent exercise conditioning models. The case for studying feeding in the Burmese python as a model for exercise-like physiological adaptation is also explored.
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Affiliation(s)
- Margaret H Hastings
- Department of Medicine, Division of Cardiology, Cardiovascular Research Center, Corrigan Minehan Heart Center, Massachusetts General Hospital, Harvard Medical School, Boston (M.H.H., J.S.G., B.A., N.E.H., A.A.K., H.L., C.S., A.P.S., J.D.R., A.R.)
| | - Jonathan J Herrera
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor (J.J.H.)
| | - J Sawalla Guseh
- Department of Medicine, Division of Cardiology, Cardiovascular Research Center, Corrigan Minehan Heart Center, Massachusetts General Hospital, Harvard Medical School, Boston (M.H.H., J.S.G., B.A., N.E.H., A.A.K., H.L., C.S., A.P.S., J.D.R., A.R.)
| | - Bjarni Atlason
- Department of Medicine, Division of Cardiology, Cardiovascular Research Center, Corrigan Minehan Heart Center, Massachusetts General Hospital, Harvard Medical School, Boston (M.H.H., J.S.G., B.A., N.E.H., A.A.K., H.L., C.S., A.P.S., J.D.R., A.R.)
| | - Nicholas E Houstis
- Department of Medicine, Division of Cardiology, Cardiovascular Research Center, Corrigan Minehan Heart Center, Massachusetts General Hospital, Harvard Medical School, Boston (M.H.H., J.S.G., B.A., N.E.H., A.A.K., H.L., C.S., A.P.S., J.D.R., A.R.)
| | - Azrul Abdul Kadir
- Department of Medicine, Division of Cardiology, Cardiovascular Research Center, Corrigan Minehan Heart Center, Massachusetts General Hospital, Harvard Medical School, Boston (M.H.H., J.S.G., B.A., N.E.H., A.A.K., H.L., C.S., A.P.S., J.D.R., A.R.)
| | - Haobo Li
- Department of Medicine, Division of Cardiology, Cardiovascular Research Center, Corrigan Minehan Heart Center, Massachusetts General Hospital, Harvard Medical School, Boston (M.H.H., J.S.G., B.A., N.E.H., A.A.K., H.L., C.S., A.P.S., J.D.R., A.R.)
| | - Cedric Sheffield
- Department of Medicine, Division of Cardiology, Cardiovascular Research Center, Corrigan Minehan Heart Center, Massachusetts General Hospital, Harvard Medical School, Boston (M.H.H., J.S.G., B.A., N.E.H., A.A.K., H.L., C.S., A.P.S., J.D.R., A.R.)
| | - Anand P Singh
- Department of Medicine, Division of Cardiology, Cardiovascular Research Center, Corrigan Minehan Heart Center, Massachusetts General Hospital, Harvard Medical School, Boston (M.H.H., J.S.G., B.A., N.E.H., A.A.K., H.L., C.S., A.P.S., J.D.R., A.R.)
| | - Jason D Roh
- Department of Medicine, Division of Cardiology, Cardiovascular Research Center, Corrigan Minehan Heart Center, Massachusetts General Hospital, Harvard Medical School, Boston (M.H.H., J.S.G., B.A., N.E.H., A.A.K., H.L., C.S., A.P.S., J.D.R., A.R.)
| | - Sharlene M Day
- Cardiovascular Medicine, Perelman School of Medicine' University of Pennsylvania, Philadelphia (S.M.D.)
| | - Anthony Rosenzweig
- Department of Medicine, Division of Cardiology, Cardiovascular Research Center, Corrigan Minehan Heart Center, Massachusetts General Hospital, Harvard Medical School, Boston (M.H.H., J.S.G., B.A., N.E.H., A.A.K., H.L., C.S., A.P.S., J.D.R., A.R.)
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Shimizu J, Kawano F. Exercise-induced H3K27me3 facilitates the adaptation of skeletal muscle to exercise in mice. J Physiol 2022; 600:3331-3353. [PMID: 35666835 DOI: 10.1113/jp282917] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 05/30/2022] [Indexed: 11/08/2022] Open
Abstract
KEY POINTS Exercise mediates H3K27me3 at transcriptionally upregulated loci in skeletal muscle, although the role of H3K27me3 in the adaptation of skeletal muscle to exercise training is unclear. Chromatin immunoprecipitation followed by sequencing analysis demonstrated that H3K27me3, as well as H3K4me3 modifications, is the hallmark of sites showing higher responses to acute exercise. GSK343, a selective inhibitor of the enhancer of zeste homologue 2 (EZH2), enhanced the gene responses to a single bout of exercise and accelerated the adaptive changes during exercise training in association with myonuclear H3K27me3 accumulation. Administration of valemetostat, an EZH1/2 dual inhibitor, repressed myonuclear H3K27me3 accumulation during training and caused the failure in adaptive changes. Exercise-induced H3K27me3 may play a key role in inducing exercise-related effects in the skeletal muscle. ABSTRACT Histone H3 trimethylation at lysine 27 (H3K27me3) is known to act as a transcriptionally repressive histone modification via heterochromatin formation. However, in skeletal muscle, it was also reported that H3K27me3 was enriched at the sites transcriptionally activated by exercise, although the role of H3K27me3 in the adaptation to exercise is unknown. In this study, we first determined the genome-wide enrichment of RNA polymerase II and histone H3 trimethylation at lysine 4 (H3K4me3) and H3K27me3 using chromatin immunoprecipitation followed by sequencing analysis in mouse tibialis anterior muscle. The loci that were transcriptionally upregulated by a single bout of running exercise were marked by both H3K27me3 and H3K4me3, which also correlated with the distribution of RNA polymerase II. The genes that were not responsive to exercise exhibited high H3K4me3 occupancy, similar to the upregulated genes but with fewer H3K27me3. Next, we tested the effects of H3K27 methyltransferase, an enhancer of zeste homologue (EZH) 2-specific inhibitor GSK343. GSK343 administration unexpectedly enhanced the H3K27me3 occupancy at the target loci, leading to the upregulation of gene responses to acute exercise. GSK343 administration also facilitated the phenotypic transformation from IIb to IIa fibres and the upregulation of AMPK phosphorylation and HSP70, PDK4, PGC-1α, and MuRF1 levels. Furthermore, in contrast to the accelerated adaptation to exercise by GSK343, EZH1/2 dual inhibitor valemetostat administration caused the failure in the changes of the aforementioned parameters after exercise training. These results indicate that exercise-induced H3K27me3 plays a key role in inducing exercise-related effects in the skeletal muscle. Abstract figure legend The loci upregulated in response to exercise are characterized by a bivalent modification with histone H3 trimethylation at lysine 27 (H3K27me3) and lysine 4 (H3K4me3) in mouse skeletal muscle. Acute exercise further stimulates both H3K27me3 and H3K4me3 at these loci associated with the upregulation of gene transcription. Lysine methyltransferase EZH2-specific inhibitor GSK343 administration increased H3K27me3 and H3K4me3 occupancies at the target loci after a single bout of exercise. Chronic treatment of GSK343 during exercise training more upregulated H3K27me3 in muscle fibres. In addition, it increased the number of muscle fibres expressing type IIa myosin heavy chain (MyHC) and enhanced the adaptive changes in the related protein levels. In contrast, administration of valemetostat, an EZH1/2 dual inhibitor, decreased H3K27me3 and H3K4me3 occupancies after acute exercise and caused the failure in the exercise-induced effects after training. It was also suggested that EZH1 acted as a modifier of exercise-induced H3K27me3 in skeletal muscle. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Junya Shimizu
- Graduate School of Health Sciences, Matsumoto University, 2095-1 Niimura, Matsumoto City, Nagano, 390-1295, Japan
| | - Fuminori Kawano
- Graduate School of Health Sciences, Matsumoto University, 2095-1 Niimura, Matsumoto City, Nagano, 390-1295, Japan
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Fan L, Sweet DR, Fan EK, Prosdocimo DA, Madera A, Jiang Z, Padmanabhan R, Haldar SM, Vinayachandran V, Jain MK. Transcription factors KLF15 and PPARδ cooperatively orchestrate genome-wide regulation of lipid metabolism in skeletal muscle. J Biol Chem 2022; 298:101926. [PMID: 35413288 PMCID: PMC9190004 DOI: 10.1016/j.jbc.2022.101926] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Revised: 03/28/2022] [Accepted: 03/29/2022] [Indexed: 11/22/2022] Open
Abstract
Skeletal muscle dynamically regulates systemic nutrient homeostasis through transcriptional adaptations to physiological cues. In response to changes in the metabolic environment (e.g., alterations in circulating glucose or lipid levels), networks of transcription factors and coregulators are recruited to specific genomic loci to fine-tune homeostatic gene regulation. Elucidating these mechanisms is of particular interest as these gene regulatory pathways can serve as potential targets to treat metabolic disease. The zinc-finger transcription factor Krüppel-like factor 15 (KLF15) is a critical regulator of metabolic homeostasis; however, its genome-wide distribution in skeletal muscle has not been previously identified. Here, we characterize the KLF15 cistrome in vivo in skeletal muscle and find that the majority of KLF15 binding is localized to distal intergenic regions and associated with genes related to circadian rhythmicity and lipid metabolism. We also identify critical interdependence between KLF15 and the nuclear receptor PPARδ in the regulation of lipid metabolic gene programs. We further demonstrate that KLF15 and PPARδ colocalize genome-wide, physically interact, and are dependent on one another to exert their transcriptional effects on target genes. These findings reveal that skeletal muscle KLF15 plays a critical role in metabolic adaptation through its direct actions on target genes and interactions with other nodal transcription factors such as PPARδ.
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Affiliation(s)
- Liyan Fan
- Case Cardiovascular Research Institute, Case Western Reserve University, and Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA; Department of Pathology, Case Western Reserve University, Cleveland, Ohio, USA
| | - David R Sweet
- Case Cardiovascular Research Institute, Case Western Reserve University, and Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA; Department of Pathology, Case Western Reserve University, Cleveland, Ohio, USA
| | - Erica K Fan
- University of Pittsburgh School of Medicine, Department of Physical Medicine and Rehabilitation, Pittsburgh, Pennsylvania, USA
| | - Domenick A Prosdocimo
- Case Cardiovascular Research Institute, Case Western Reserve University, and Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA; The Webb Law Firm, Pittsburgh, Pennsylvania, USA
| | - Annmarie Madera
- Case Cardiovascular Research Institute, Case Western Reserve University, and Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Zhen Jiang
- Gladstone Institute of Cardiovascular Disease, San Francisco, California, USA
| | - Roshan Padmanabhan
- Case Cardiovascular Research Institute, Case Western Reserve University, and Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA
| | - Saptarsi M Haldar
- Gladstone Institute of Cardiovascular Disease, San Francisco, California, USA; Department of Medicine, Division of Cardiology, University of California San Francisco School of Medicine, San Francisco, California, USA
| | - Vinesh Vinayachandran
- Case Cardiovascular Research Institute, Case Western Reserve University, and Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA.
| | - Mukesh K Jain
- Case Cardiovascular Research Institute, Case Western Reserve University, and Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, Ohio, USA.
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Zani ALS, Gouveia MH, Aquino MM, Quevedo R, Menezes RL, Rotimi C, Lwande GO, Ouma C, Mekonnen E, Fagundes NJR. Genetic differentiation in East African ethnicities and its relationship with endurance running success. PLoS One 2022; 17:e0265625. [PMID: 35588128 PMCID: PMC9119534 DOI: 10.1371/journal.pone.0265625] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 03/04/2022] [Indexed: 12/02/2022] Open
Abstract
Since the 1960s, East African athletes, mainly from Kenya and Ethiopia, have dominated long-distance running events in both the male and female categories. Further demographic studies have shown that two ethnic groups are overrepresented among elite endurance runners in each of these countries: the Kalenjin, from Kenya, and the Oromo, from Ethiopia, raising the possibility that this dominance results from genetic or/and cultural factors. However, looking at the life history of these athletes or at loci previously associated with endurance athletic performance, no compelling explanation has emerged. Here, we used a population approach to identify peaks of genetic differentiation for these two ethnicities and compared the list of genes close to these regions with a list, manually curated by us, of genes that have been associated with traits possibly relevant to endurance running in GWAS studies, and found a significant enrichment in both populations (Kalenjin, P = 0.048, and Oromo, P = 1.6x10-5). Those traits are mainly related to anthropometry, circulatory and respiratory systems, energy metabolism, and calcium homeostasis. Our results reinforce the notion that endurance running is a systemic activity with a complex genetic architecture, and indicate new candidate genes for future studies. Finally, we argue that a deterministic relationship between genetics and sports must be avoided, as it is both scientifically incorrect and prone to reinforcing population (racial) stereotyping.
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Affiliation(s)
- André L. S. Zani
- Postgraduate Program in Genetics and Molecular Biology, Institute of Biosciences, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Mateus H. Gouveia
- Center for Research on Genomics and Global Health, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Marla M. Aquino
- Department of Genetics, Ecology and Evolution, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, MG, Brazil
| | - Rodrigo Quevedo
- School of Physical Education, Physical Therapy and Dance, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Rodrigo L. Menezes
- School of Physical Education, Physical Therapy and Dance, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Charles Rotimi
- Center for Research on Genomics and Global Health, National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Gerald O. Lwande
- Department of Biomedical Sciences and Technology, Maseno University, Maseno, Kenya
| | - Collins Ouma
- Department of Biomedical Sciences and Technology, Maseno University, Maseno, Kenya
| | - Ephrem Mekonnen
- Institute of Biotechnology, Addis Ababa University, Addis Ababa, Ethiopia
| | - Nelson J. R. Fagundes
- Postgraduate Program in Genetics and Molecular Biology, Institute of Biosciences, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil
- Postgraduate Program in Animal Biology, Institute of Biosciences, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil
- * E-mail:
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Scholtes C, Giguère V. Transcriptional control of energy metabolism by nuclear receptors. Nat Rev Mol Cell Biol 2022; 23:750-770. [DOI: 10.1038/s41580-022-00486-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/08/2022] [Indexed: 12/11/2022]
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Casanova-Vallve N, Duglan D, Vaughan ME, Pariollaud M, Handzlik MK, Fan W, Yu RT, Liddle C, Downes M, Delezie J, Mello R, Chan AB, Westermark PO, Metallo CM, Evans RM, Lamia KA. Daily running enhances molecular and physiological circadian rhythms in skeletal muscle. Mol Metab 2022; 61:101504. [PMID: 35470095 PMCID: PMC9079800 DOI: 10.1016/j.molmet.2022.101504] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Revised: 04/12/2022] [Accepted: 04/19/2022] [Indexed: 11/16/2022] Open
Abstract
Objective Exercise is a critical component of a healthy lifestyle and a key strategy for the prevention and management of metabolic disease. Identifying molecular mechanisms underlying adaptation in response to chronic physical activity is of critical interest in metabolic physiology. Circadian rhythms broadly modulate metabolism, including muscle substrate utilization and exercise capacity. Here, we define the molecular and physiological changes induced across the daily cycle by voluntary low intensity daily exercise. Methods Wildtype C57BL6/J male and female mice were housed with or without access to a running wheel for six weeks. Maximum running speed was measured at four different zeitgeber times (ZTs, hours after lights on) using either electrical or manual stimulation to motivate continued running on a motorized treadmill. RNA isolated from plantaris muscles at six ZTs was sequenced to establish the impact of daily activity on genome-wide transcription. Patterns of gene expression were analyzed using Gene Set Enrichment Analysis (GSEA) and Detection of Differential Rhythmicity (DODR). Blood glucose, lactate, and ketones, and muscle and liver glycogen were measured before and after exercise. Results We demonstrate that the use of mild electrical shocks to motivate running negatively impacts maximum running speed in mice, and describe a manual method to motivate running in rodent exercise studies. Using this method, we show that time of day influences the increase in exercise capacity afforded by six weeks of voluntary wheel running: when maximum running speed is measured at the beginning of the nighttime active period in mice, there is no measurable benefit from a history of daily voluntary running, while maximum increase in performance occurs at the end of the night. We show that daily voluntary exercise dramatically remodels the murine muscle circadian transcriptome. Finally, we describe daily rhythms in carbohydrate metabolism associated with the time-dependent response to moderate daily exercise in mice. Conclusions Collectively, these data indicate that chronic nighttime physical activity dramatically remodels daily rhythms of murine muscle gene expression, which in turn support daily fluctuations in exercise performance. Daily voluntary running dramatically remodels the mouse muscle circadian transcriptome. Daily voluntary running maximally increases mouse running speed in the late active period. Muscle and liver glycogen content exhibit robust daily rhythms in laboratory mice. Use of mild electric shocks to motivate running in mice impairs maximum running speed.
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Affiliation(s)
| | - Drew Duglan
- Department of Molecular Medicine, Scripps Research, La Jolla, CA 92037, USA
| | - Megan E Vaughan
- Department of Molecular Medicine, Scripps Research, La Jolla, CA 92037, USA
| | - Marie Pariollaud
- Department of Molecular Medicine, Scripps Research, La Jolla, CA 92037, USA
| | - Michal K Handzlik
- Department of Bioengineering, University of California, La Jolla, San Diego, CA 92093, USA; Molecular and Cell Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA 92037, USA
| | - Weiwei Fan
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA 92037, USA
| | - Ruth T Yu
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA 92037, USA
| | - Christopher Liddle
- Storr Liver Centre, Westmead Institute for Medical Research and University of Sydney School of Medicine, Westmead Hospital, Westmead, NSW 2145, Australia
| | - Michael Downes
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA 92037, USA
| | - Julien Delezie
- Department of Molecular Medicine, Scripps Research, La Jolla, CA 92037, USA
| | - Rebecca Mello
- Department of Molecular Medicine, Scripps Research, La Jolla, CA 92037, USA
| | - Alanna B Chan
- Department of Molecular Medicine, Scripps Research, La Jolla, CA 92037, USA
| | - Pål O Westermark
- Research Institute for Farm Animal Biology (FBN), 18196 Dummerstorf, Germany
| | - Christian M Metallo
- Department of Bioengineering, University of California, La Jolla, San Diego, CA 92093, USA; Molecular and Cell Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA 92037, USA
| | - Ronald M Evans
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA 92037, USA
| | - Katja A Lamia
- Department of Molecular Medicine, Scripps Research, La Jolla, CA 92037, USA.
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Transcriptional Regulation of Hepatic Autophagy by Nuclear Receptors. Cells 2022; 11:cells11040620. [PMID: 35203271 PMCID: PMC8869834 DOI: 10.3390/cells11040620] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Revised: 02/07/2022] [Accepted: 02/08/2022] [Indexed: 02/04/2023] Open
Abstract
Autophagy is an adaptive self-eating process involved in degradation of various cellular components such as carbohydrates, lipids, proteins, and organelles. Its activity plays an essential role in tissue homeostasis and systemic metabolism in response to diverse challenges, including nutrient depletion, pathogen invasion, and accumulations of toxic materials. Therefore, autophagy dysfunctions are intimately associated with many human diseases such as cancer, neurodegeneration, obesity, diabetes, infection, and aging. Although its acute post-translational regulation is well described, recent studies have also shown that autophagy can be controlled at the transcriptional and post-transcriptional levels. Nuclear receptors (NRs) are in general ligand-dependent transcription factors consisting of 48 members in humans. These receptors extensively control transcription of a variety of genes involved in development, metabolism, and inflammation. In this review, we discuss the roles and mechanisms of NRs in an aspect of transcriptional regulation of hepatic autophagy, and how the NR-driven autophagy pathway can be harnessed to treat various liver diseases.
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Xie Z, Hou L, Shen S, Wu Y, Wang J, Jie Z, Zhao X, Li X, Zhang X, Chen J, Xu W, Ning L, Ma Q, Wang S, Wang H, Yuan P, Fang X, Qin A, Fan S. Mechanical force promotes dimethylarginine dimethylaminohydrolase 1-mediated hydrolysis of the metabolite asymmetric dimethylarginine to enhance bone formation. Nat Commun 2022; 13:50. [PMID: 35013196 PMCID: PMC8748781 DOI: 10.1038/s41467-021-27629-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2020] [Accepted: 11/30/2021] [Indexed: 12/30/2022] Open
Abstract
Mechanical force is critical for the development and remodeling of bone. Here we report that mechanical force regulates the production of the metabolite asymmetric dimethylarginine (ADMA) via regulating the hydrolytic enzyme dimethylarginine dimethylaminohydrolase 1 (Ddah1) expression in osteoblasts. The presence of -394 4 N del/ins polymorphism of Ddah1 and higher serum ADMA concentration are negatively associated with bone mineral density. Global or osteoblast-specific deletion of Ddah1 leads to increased ADMA level but reduced bone formation. Further molecular study unveils that mechanical stimulation enhances TAZ/SMAD4-induced Ddah1 transcription. Deletion of Ddah1 in osteoblast-lineage cells fails to respond to mechanical stimulus-associated bone formation. Taken together, the study reveals mechanical force is capable of down-regulating ADMA to enhance bone formation.
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Affiliation(s)
- Ziang Xie
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, Hangzhou, China
| | - Lei Hou
- Department of Cardiology, Shanghai Tongren Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Shuying Shen
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, Hangzhou, China
| | - Yizheng Wu
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, Hangzhou, China
| | - Jian Wang
- Department of Orthopaedics, Tongde Hospital of Zhejiang Province, Hangzhou, China
| | - Zhiwei Jie
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, Hangzhou, China
| | - Xiangde Zhao
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, Hangzhou, China
| | - Xiang Li
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, Hangzhou, China
| | - Xuyang Zhang
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, Hangzhou, China
| | - Junxin Chen
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, Hangzhou, China
| | - Wenbin Xu
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, Hangzhou, China
| | - Lei Ning
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, Hangzhou, China
| | - Qingliang Ma
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, Hangzhou, China
| | - Shiyu Wang
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, Hangzhou, China
| | - Haoming Wang
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, Hangzhou, China
| | - Putao Yuan
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, Hangzhou, China
| | - Xiangqian Fang
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China.
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, Hangzhou, China.
| | - An Qin
- Department of Orthopaedics, Shanghai Key Laboratory of Orthopaedic Implant, Shanghai Ninth People's Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China.
| | - Shunwu Fan
- Department of Orthopedic Surgery, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China.
- Key Laboratory of Musculoskeletal System Degeneration and Regeneration Translational Research of Zhejiang Province, Hangzhou, China.
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Abstract
Physical exercise can be effective in preventing or ameliorating various diseases, including diabetes, cardiovascular diseases, neurodegenerative diseases, and cancer. However, not everyone may be able to participate in exercise due to illnesses, age-related frailty, or difficulty in long-term behavior change. An alternative option is to utilize pharmacological interventions that mimic the positive effects of exercise training. Recent studies have identified signaling pathways associated with the benefits of physical activity and discovered exercise mimetics that can partially simulate the systemic impact of exercise. This review describes the molecular targets for exercise mimetics and their effect on skeletal muscle and other tissues. We will also discuss the potential advantages of using natural products as a multi-targeting agent for mimicking the health-promoting effects of exercise.
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Affiliation(s)
- Young Jin Jang
- Major of Food Science & Technology, Seoul Women’s University, Seoul 01797, Korea
| | - Sanguine Byun
- Department of Biotechnology, College of Life Science and Biotechnology, Yonsei University, Seoul 03722, Korea
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Montaigne D, Butruille L, Staels B. PPAR control of metabolism and cardiovascular functions. Nat Rev Cardiol 2021; 18:809-823. [PMID: 34127848 DOI: 10.1038/s41569-021-00569-6] [Citation(s) in RCA: 470] [Impact Index Per Article: 117.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/10/2021] [Indexed: 12/22/2022]
Abstract
Peroxisome proliferator-activated receptor-α (PPARα), PPARδ and PPARγ are transcription factors that regulate gene expression following ligand activation. PPARα increases cellular fatty acid uptake, esterification and trafficking, and regulates lipoprotein metabolism genes. PPARδ stimulates lipid and glucose utilization by increasing mitochondrial function and fatty acid desaturation pathways. By contrast, PPARγ promotes fatty acid uptake, triglyceride formation and storage in lipid droplets, thereby increasing insulin sensitivity and glucose metabolism. PPARs also exert antiatherogenic and anti-inflammatory effects on the vascular wall and immune cells. Clinically, PPARγ activation by glitazones and PPARα activation by fibrates reduce insulin resistance and dyslipidaemia, respectively. PPARs are also physiological master switches in the heart, steering cardiac energy metabolism in cardiomyocytes, thereby affecting pathological heart failure and diabetic cardiomyopathy. Novel PPAR agonists in clinical development are providing new opportunities in the management of metabolic and cardiovascular diseases.
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Affiliation(s)
- David Montaigne
- University of Lille, Inserm, CHU Lille, Institut Pasteur de Lille, U1011-EGID, Lille, France
| | - Laura Butruille
- University of Lille, Inserm, CHU Lille, Institut Pasteur de Lille, U1011-EGID, Lille, France
| | - Bart Staels
- University of Lille, Inserm, CHU Lille, Institut Pasteur de Lille, U1011-EGID, Lille, France.
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49
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Jang YJ, Byun S. Molecular targets of exercise mimetics and their natural activators. BMB Rep 2021; 54:581-591. [PMID: 34814977 PMCID: PMC8728540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 11/15/2021] [Accepted: 11/24/2021] [Indexed: 02/21/2025] Open
Abstract
Physical exercise can be effective in preventing or ameliorating various diseases, including diabetes, cardiovascular diseases, neurodegenerative diseases, and cancer. However, not everyone may be able to participate in exercise due to illnesses, age-related frailty, or difficulty in long-term behavior change. An alternative option is to utilize pharmacological interventions that mimic the positive effects of exercise training. Recent studies have identified signaling pathways associated with the benefits of physical activity and discovered exercise mimetics that can partially simulate the systemic impact of exercise. This review describes the molecular targets for exercise mimetics and their effect on skeletal muscle and other tissues. We will also discuss the potential advantages of using natural products as a multitargeting agent for mimicking the health-promoting effects of exercise. [BMB Reports 2021; 54(12): 581-591].
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Affiliation(s)
- Young Jin Jang
- Major of Food Science & Technology, Seoul Women’s University, Seoul 01797, Korea
| | - Sanguine Byun
- Department of Biotechnology, College of Life Science and Biotechnology, Yonsei University, Seoul 03722, Korea
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50
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Ansermet C, Centeno G, Bignon Y, Ortiz D, Pradervand S, Garcia A, Menin L, Gachon F, Yoshihara HA, Firsov D. Dysfunction of the circadian clock in the kidney tubule leads to enhanced kidney gluconeogenesis and exacerbated hyperglycemia in diabetes. Kidney Int 2021; 101:563-573. [PMID: 34838539 DOI: 10.1016/j.kint.2021.11.016] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Revised: 11/01/2021] [Accepted: 11/09/2021] [Indexed: 11/16/2022]
Abstract
The circadian clock is a ubiquitous molecular time-keeping mechanism which synchronizes cellular, tissue, and systemic biological functions with 24-hour environmental cycles. Local circadian clocks drive cell type- and tissue-specific rhythms and their dysregulation has been implicated in pathogenesis and/or progression of a broad spectrum of diseases. However, the pathophysiological role of intrinsic circadian clocks in the kidney of diabetics remains unknown. To address this question, we induced type I diabetes with streptozotocin in mice devoid of the circadian transcriptional regulator BMAL1 in podocytes (cKOp mice) or in the kidney tubule (cKOt mice). There was no association between dysfunction of the circadian clock and the development of diabetic nephropathy in cKOp and cKOt mice with diabetes. However, cKOt mice with diabetes exhibited exacerbated hyperglycemia, increased fractional excretion of glucose in the urine, enhanced polyuria, and a more pronounced kidney hypertrophy compared to streptozotocin-treated control mice. mRNA and protein expression analyses revealed substantial enhancement of the gluconeogenic pathway in kidneys of cKOt mice with diabetes as compared to diabetic control mice. Transcriptomic analysis along with functional analysis of cKOt mice with diabetes identified changes in multiple mechanisms directly or indirectly affecting the gluconeogenic pathway. Thus, we demonstrate that dysfunction of the intrinsic kidney tubule circadian clock can aggravate diabetic hyperglycemia via enhancement of gluconeogenesis in the kidney proximal tubule and further highlight the importance of circadian behavior in patients with diabetes.
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Affiliation(s)
- Camille Ansermet
- Department of Biomedical Sciences, University of Lausanne, Lausanne, Switzerland
| | - Gabriel Centeno
- Department of Biomedical Sciences, University of Lausanne, Lausanne, Switzerland
| | - Yohan Bignon
- Department of Biomedical Sciences, University of Lausanne, Lausanne, Switzerland
| | - Daniel Ortiz
- Mass Spectrometry Service, Institute of Chemical Sciences and Engineering, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Sylvain Pradervand
- Genomic Technologies Facility, University of Lausanne, Lausanne, Switzerland
| | - Andy Garcia
- Department of Biomedical Sciences, University of Lausanne, Lausanne, Switzerland
| | - Laure Menin
- Mass Spectrometry Service, Institute of Chemical Sciences and Engineering, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Frédéric Gachon
- Department of Biomedical Sciences, University of Lausanne, Lausanne, Switzerland; Institute for Molecular Bioscience, The University of Queensland, Queensland, Australia
| | - Hikari Ai Yoshihara
- Institute of Physics, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland.
| | - Dmitri Firsov
- Department of Biomedical Sciences, University of Lausanne, Lausanne, Switzerland.
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