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Visco V, Forte M, Giallauria F, D'Ambrosio L, Piccoli M, Schiattarella GG, Mancusi C, Salerno N, Cesaro A, Perrone MA, Izzo C, Loffredo FS, Bellino M, Bertero E, De Luca N, Pilichou K, Calabrò P, Manno G, De Falco E, Carrizzo A, Valenti V, Castelletti S, Spadafora L, Tourkmani N, D'Andrea A, Pacileo M, Bernardi M, Maloberti A, Simeone B, Sarto G, Frati G, Perrino C, Pedrinelli R, Filardi PP, Vecchione C, Sciarretta S, Ciccarelli M. Epigenetic mechanisms underlying the beneficial effects of cardiac rehabilitation. An overview from the working groups of "cellular and molecular biology of the heart" and "cardiac rehabilitation and cardiovascular prevention" of the Italian Society of Cardiology (SIC). Int J Cardiol 2025; 429:133166. [PMID: 40088953 DOI: 10.1016/j.ijcard.2025.133166] [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: 11/12/2024] [Revised: 03/03/2025] [Accepted: 03/12/2025] [Indexed: 03/17/2025]
Abstract
The benefits of cardiac rehabilitation (CR) have been demonstrated in patients after myocardial infarction (MI), and in patients with chronic heart failure (HF). The core components of the CR program include improvement in exercise tolerance and optimization of coronary risk factors (i.e., lipid and lipoprotein profiles, body weight, blood glucose levels, blood pressure levels, and smoking cessation). Indeed, CR has been shown to improve exercise capacity, control of cardiovascular risk factors, quality of life, hospital readmission, and mortality rates. Nonetheless, pre- and clinical CR and exercise training models are an enormous source of potential beneficial mechanisms that can be exploited for cardiac disease therapy. Consequently, in this review, we aim to explore the unique benefits of CR in HF and coronary artery disease, focusing on the epigenetic mechanisms involved and their translational relevance. These mechanisms may represent novel therapeutic targets to promote functional recovery after cardiac injury, and non-coding RNAs could be predictive biomarkers for CR success in patients.
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Affiliation(s)
- Valeria Visco
- Department of Medicine, Surgery and Dentistry, University of Salerno, 84084 Fisciano, Italy
| | | | - Francesco Giallauria
- Department of Translational Medical Sciences, Federico II University, Naples, Italy
| | - Luca D'Ambrosio
- Department of Medical-Surgical Sciences and Biotechnologies, Sapienza University of Rome, Latina, Italy
| | - Mara Piccoli
- Cardiology Department, CTO Andrea Alesini Hospital, Rome, Italy
| | - Gabriele G Schiattarella
- Max Rubner Center for Cardiovascular Metabolic Renal Research, Charité -Universitätsmedizin Berlin, Berlin, Germany; Division of Cardiology, Department of Advanced Biomedical Sciences, Federico II University of Naples, Naples, Italy; DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Berlin, Germany
| | - Costantino Mancusi
- Division of Cardiology, Department of Advanced Biomedical Sciences, Federico II University of Naples, Naples, Italy
| | - Nadia Salerno
- Division of Cardiology, Department of Experimental and Clinical Medicine, Magna Graecia University, Catanzaro, Italy
| | - Arturo Cesaro
- Department of Translational Medical Sciences, Division of Cardiology, University of Campania "L. Vanvitelli", Naples, Italy
| | - Marco Alfonso Perrone
- Division of Cardiology and CardioLab, Department of Clinical Sciences and Translational Medicine, University of Rome Tor Vergata, 00133 Rome, Italy; Clinical Pathways and Epidemiology Unit, Bambino Gesù Children's Hospital IRCCS, 00165 Rome, Italy
| | - Carmine Izzo
- Department of Medicine, Surgery and Dentistry, University of Salerno, 84084 Fisciano, Italy
| | - Francesco S Loffredo
- Department of Translational Medical Sciences, Division of Cardiology, University of Campania "L. Vanvitelli", Naples, Italy
| | - Michele Bellino
- Department of Medicine, Surgery and Dentistry, University of Salerno, 84084 Fisciano, Italy
| | - Edoardo Bertero
- Department of Internal Medicine, University of Genova, Genoa, Italy; Cardiovascular Disease Unit, IRCCS Ospedale Policlinico San Martino - Italian IRCCS Cardiology Network, Genoa, Italy
| | - Nicola De Luca
- Division of Cardiology, Department of Advanced Biomedical Sciences, Federico II University of Naples, Naples, Italy
| | - Kalliopi Pilichou
- Department of Cardiac-Thoracic-Vascular Sciences and Public Health, University of Padova, Padova 35128, Italy
| | - Paolo Calabrò
- Department of Translational Medical Sciences, Division of Cardiology, University of Campania "L. Vanvitelli", Naples, Italy
| | - Girolamo Manno
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE) "G. D'Alessandro", University of Palermo, Palermo, Italy
| | - Elena De Falco
- Department of Medical-Surgical Sciences and Biotechnologies, Sapienza University of Rome, Latina, Italy
| | - Albino Carrizzo
- Department of Medicine, Surgery and Dentistry, University of Salerno, 84084 Fisciano, Italy; IRCCS Neuromed, Pozzilli, Italy
| | - Valentina Valenti
- Department of Cardiology, Santa Maria Goretti Hospital, Latina, Italy
| | - Silvia Castelletti
- Cardiology Department, Istituto Auxologico Italiano IRCCS, 20149 Milan, Italy
| | | | - Nidal Tourkmani
- Cardiology and Cardiac Rehabilitation Unit, Mons. Giosuè Calaciura Clinic, Catania, Italy; ABL, Guangzhou, China
| | - Antonello D'Andrea
- Unit of Cardiology and Intensive Coronary Care, "Umberto I" Hospital, 84014 Nocera Inferiore, Italy
| | - Mario Pacileo
- Unit of Cardiology and Intensive Coronary Care, "Umberto I" Hospital, 84014 Nocera Inferiore, Italy
| | - Marco Bernardi
- Department of Clinical, Internal Medicine, Anesthesiology and Cardiovascular Sciences, Sapienza University, Rome, Italy
| | - Alessandro Maloberti
- Cardiology IV, "A.De Gasperis" Department, Ospedale Niguarda Ca' Granda, Milan, Italy; School of Medicine and Surgery, Milano-Bicocca University, Milan, Italy
| | | | | | - Giacomo Frati
- IRCCS Neuromed, Pozzilli, Italy; Department of Medical-Surgical Sciences and Biotechnologies, Sapienza University of Rome, Latina, Italy
| | - Cinzia Perrino
- Division of Cardiology, Department of Advanced Biomedical Sciences, Federico II University of Naples, Naples, Italy
| | - Roberto Pedrinelli
- Department of Surgical, Medical and Molecular Pathology and Critical Care Medicine-Cardiology Division, University of Pisa, Italy
| | | | - Carmine Vecchione
- Department of Medicine, Surgery and Dentistry, University of Salerno, 84084 Fisciano, Italy; IRCCS Neuromed, Pozzilli, Italy
| | - Sebastiano Sciarretta
- IRCCS Neuromed, Pozzilli, Italy; Department of Medical-Surgical Sciences and Biotechnologies, Sapienza University of Rome, Latina, Italy.
| | - Michele Ciccarelli
- Department of Medicine, Surgery and Dentistry, University of Salerno, 84084 Fisciano, Italy.
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Li B, Ming H, Qin S, Nice EC, Dong J, Du Z, Huang C. Redox regulation: mechanisms, biology and therapeutic targets in diseases. Signal Transduct Target Ther 2025; 10:72. [PMID: 40050273 PMCID: PMC11885647 DOI: 10.1038/s41392-024-02095-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Revised: 10/09/2024] [Accepted: 11/21/2024] [Indexed: 03/09/2025] Open
Abstract
Redox signaling acts as a critical mediator in the dynamic interactions between organisms and their external environment, profoundly influencing both the onset and progression of various diseases. Under physiological conditions, oxidative free radicals generated by the mitochondrial oxidative respiratory chain, endoplasmic reticulum, and NADPH oxidases can be effectively neutralized by NRF2-mediated antioxidant responses. These responses elevate the synthesis of superoxide dismutase (SOD), catalase, as well as key molecules like nicotinamide adenine dinucleotide phosphate (NADPH) and glutathione (GSH), thereby maintaining cellular redox homeostasis. Disruption of this finely tuned equilibrium is closely linked to the pathogenesis of a wide range of diseases. Recent advances have broadened our understanding of the molecular mechanisms underpinning this dysregulation, highlighting the pivotal roles of genomic instability, epigenetic modifications, protein degradation, and metabolic reprogramming. These findings provide a foundation for exploring redox regulation as a mechanistic basis for improving therapeutic strategies. While antioxidant-based therapies have shown early promise in conditions where oxidative stress plays a primary pathological role, their efficacy in diseases characterized by complex, multifactorial etiologies remains controversial. A deeper, context-specific understanding of redox signaling, particularly the roles of redox-sensitive proteins, is critical for designing targeted therapies aimed at re-establishing redox balance. Emerging small molecule inhibitors that target specific cysteine residues in redox-sensitive proteins have demonstrated promising preclinical outcomes, setting the stage for forthcoming clinical trials. In this review, we summarize our current understanding of the intricate relationship between oxidative stress and disease pathogenesis and also discuss how these insights can be leveraged to optimize therapeutic strategies in clinical practice.
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Affiliation(s)
- Bowen Li
- Department of Biotherapy, Institute of Oxidative Stress Medicine, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital and West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, PR China
| | - Hui Ming
- Department of Biotherapy, Institute of Oxidative Stress Medicine, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital and West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, PR China
| | - Siyuan Qin
- Department of Biotherapy, Institute of Oxidative Stress Medicine, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital and West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, PR China
- Frontiers Medical Center, Tianfu Jincheng Laboratory, Chengdu, PR China
| | - Edouard C Nice
- Department of Biochemistry and Molecular Biology, Monash University, Clayton, VIC, Australia
| | - Jingsi Dong
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
- Lung Cancer Center/Lung Cancer Institute, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
| | - Zhongyan Du
- School of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, China.
- Key Laboratory of Blood-stasis-toxin Syndrome of Zhejiang Province, Hangzhou, China.
| | - Canhua Huang
- Department of Biotherapy, Institute of Oxidative Stress Medicine, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital and West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, PR China.
- Frontiers Medical Center, Tianfu Jincheng Laboratory, Chengdu, PR China.
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Harris RA, Khatana SAM, Long JA. Cardiometabolic deaths in black and white men: Tracing the risks from early- to mid-adulthood. Prev Med Rep 2025; 51:102997. [PMID: 40160683 PMCID: PMC11954819 DOI: 10.1016/j.pmedr.2025.102997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Revised: 02/01/2025] [Accepted: 02/03/2025] [Indexed: 04/02/2025] Open
Abstract
Objective This study aimed to estimate and compare cardiometabolic disease (CMD) mortality in U.S. Black and White men during the transition from early adulthood to middle age. Methods Using 2022 National Vital Statistics System data and standard period life table methods, we estimated the risk of CMD death in hypothetical cohorts of Black and White men from age 25 to 45 years. We estimated cumulative risk, excess mortality, years of lost life (YLL), and proportion of deaths due to CMD, stratifying by metabolic and cardiovascular disease. Results Of the 325,134 Black men aged 25 years in the initial cohort, the cumulative risk of cardiometabolic death before age 45 was one in 63 individuals or 1.58 %. For White men, the risks were markedly lower. Of the 1,185,384 White men aged 25 years in the initial cohort, the cumulative risk of cardiometabolic death before age 45 was one in 158 individuals or 0.63 %. The study also found that of the 5141 expected CMD deaths in the Black cohort, 3090 or 60.10 % were excess deaths relative to the White cohort. Additionally, the proportion of all deaths due to CMD among Black men was 19.15 % rising from 6.02 % at age 25 to 38.00 % at age 45, compared with 11.10 % among White men, increasing from 4.57 % at age 25 to 19.79 % at age 45. The YLL for Black men averaged 6.72 months per person while White men averaged 2.94 months. Conclusions This investigation shows profound racial disparities in CMD mortality from early to mid-adulthood.
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Affiliation(s)
- Rebecca Arden Harris
- Penn Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA, USA
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA
- Department of Family Medicine and Community Health, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Sameed Ahmed M. Khatana
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA
- Division of Cardiovascular Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
| | - Judith A. Long
- Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, PA, USA
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA, USA
- Division of General Internal Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
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Jurado Vélez J, Anderson N, Datcher I, Foster C, Jackson P, Hidalgo B. Striving Towards Equity in Cardiovascular Genomics Research. Curr Atheroscler Rep 2025; 27:34. [PMID: 39964583 PMCID: PMC11836143 DOI: 10.1007/s11883-025-01277-z] [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] [Accepted: 01/29/2025] [Indexed: 02/21/2025]
Abstract
PURPOSE OF REVIEW Our review emphasizes recent advancements and persisting gaps in cardiovascular genomics, particularly highlighting how emerging studies involving underrepresented populations have uncovered new genetic variants associated with cardiovascular diseases. RECENT FINDINGS Initiatives like the H3Africa project, the Million Veterans Program, and the All of Us Research Program are working to address this gap by focusing on underrepresented groups. Additionally, emerging research is centering on the interplay between genetic factors and socio-environmental determinants of health, which disproportionately impact marginalized communities. As cardiovascular genomics research grows, increasing the inclusion of underrepresented populations is essential for gaining a more comprehensive understanding of genetic variability. This will lead to more accurate and clinically meaningful strategies for preventing and treating cardiovascular diseases across all ancestral backgrounds and diverse populations.
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Affiliation(s)
- Javier Jurado Vélez
- Marnix E Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Nekayla Anderson
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Ivree Datcher
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Christy Foster
- Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Pamela Jackson
- Department of Environmental Health Sciences, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Bertha Hidalgo
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA.
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5
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Liu P, Liu ZY, Mao S, Shen XY, Liu ZY, Lin LC, Yang JJ, Zhang Y, Zhao JY, Tao H. Targeted mitochondrial function for cardiac fibrosis: An epigenetic perspective. Free Radic Biol Med 2025; 228:163-172. [PMID: 39755218 DOI: 10.1016/j.freeradbiomed.2025.01.001] [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: 10/18/2024] [Revised: 12/16/2024] [Accepted: 01/01/2025] [Indexed: 01/06/2025]
Abstract
Mitochondria, commonly referred to as "energy factories"of cells, play a crucial role in the function and survival of cardiomyocytes. However, as research on cardiac fibrosis has advanced, mitochondrial dysfunction(including changes in energy metabolism, calcium ion imbalance, increased oxidative stress, and apoptosis)is now recognized as a significant pathophysiological pathway involved in cardiac remodeling and progression, which also negatively affects the function and structure of the heart. In recent years, research focusing on targeting mitochondria has gained significant attention, offering new approaches for treating cardiac fibrosis. Targeted mitochondrial therapy for cardiac fibrosis represents an emerging therapeutic strategy that aims to inhibit cardiac fibroblast proliferation or protect cardiomyocytes from damage by enhancing mitochondrial function. However, current research on epigenetic treatments for cardiac fibrosis through mitochondrial targeting remains limited. This review explores the relationship between mitochondrial dysfunction and cardiac fibrosis, as well as the epigenetic regulatory mechanisms involved in targeted mitochondrial therapy for cardiac fibrosis.
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Affiliation(s)
- Peng Liu
- Department of Anesthesiology and Perioperative Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, PR China; Center for Scientific Research and Experiment, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, PR China
| | - Zhen-Yu Liu
- Department of Anesthesiology and Perioperative Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, PR China; Center for Scientific Research and Experiment, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, PR China
| | - Sui Mao
- Department of Anesthesiology and Perioperative Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, PR China; Center for Scientific Research and Experiment, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, PR China
| | - Xin-Yu Shen
- The Second Clinical College of Anhui Medical University, Hefei, 230000, PR China
| | - Zhi-Yan Liu
- Department of Anesthesiology and Perioperative Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, PR China; Center for Scientific Research and Experiment, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, PR China
| | - Li-Chan Lin
- Department of Anesthesiology and Perioperative Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, PR China; Center for Scientific Research and Experiment, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, PR China
| | - Jing-Jing Yang
- Department of Clinical Pharmacology, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, PR China.
| | - Ye Zhang
- Department of Anesthesiology and Perioperative Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, PR China.
| | - Jian-Yuan Zhao
- Institute for Developmental and Regenerative Cardiovascular Medicine, MOE-Shanghai Key Laboratory of Children's Environmental Health, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200092, PR China.
| | - Hui Tao
- Department of Anesthesiology and Perioperative Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, PR China; Center for Scientific Research and Experiment, The Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, PR China.
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Agbonlahor O, Gamble A, Compretta C, Mann JR, Bidwell J, Williams BD. Provider Lifestyle Counseling Among Adults With Cardiometabolic Disease Diagnosis Differs by Sociodemographic Characteristics and Lifestyle Modification: NHANES 2017-2020. Am J Lifestyle Med 2025:15598276251316850. [PMID: 39886457 PMCID: PMC11775947 DOI: 10.1177/15598276251316850] [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: 12/02/2024] [Revised: 01/08/2025] [Accepted: 01/15/2025] [Indexed: 02/01/2025] Open
Abstract
Background Provider lifestyle counseling is important for improving lifestyles and cardiometabolic disease (CMD) prognosis. However, an examination of the relationship between sociodemographic characteristics, lifestyle modification and provider lifestyle counseling receipt among adults with CMD is scarce. The study examined the prevalence and associations of lifestyle modification and sociodemographic characteristics with provider lifestyle counseling among adults with CMD diagnosis. Methods We used cross-sectional data from 2017-2020 National Health and Nutrition Examination Survey (N = 4847). Provider lifestyle counseling (i.e., advice to control/lose weight, exercise, reduce salt, and reduce fat/calories), and lifestyle modification (yes or no) were assessed. Adjusted odds ratios were evaluated using logistic regression models. Results Among the sample of adults with CMD, 44.6% received advice to lose weight, 56.1% to exercise, 36.1% to reduce salt, and 43.9% to reduce fat/calories. Adults who made lifestyle modifications had higher odds of receiving advice to lose weight (OR: 1.81), exercise (OR: 1.95), reduce salt (OR: 2.23) and reduce calories (OR: 2.66). Age, sex, race/ethnicity, educational attainment, and insurance were associated with provider lifestyle counseling. Conclusion Provider lifestyle counseling is generally suboptimal among U.S. adults with lifetime diagnosis of CMD, and the odds of counseling receipt differ by sociodemographic characteristics and lifestyle modification. CMD control should involve training providers to increase lifestyle counseling.
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Affiliation(s)
- Osayande Agbonlahor
- Department of Preventive Medicine, University of Mississippi Medical Center, Jackson, MS, USA (OA, AG, CC, JRM, JB, BDW)
| | - Abigail Gamble
- Department of Preventive Medicine, University of Mississippi Medical Center, Jackson, MS, USA (OA, AG, CC, JRM, JB, BDW)
| | - Caroline Compretta
- Department of Preventive Medicine, University of Mississippi Medical Center, Jackson, MS, USA (OA, AG, CC, JRM, JB, BDW)
| | - Joshua R. Mann
- Department of Preventive Medicine, University of Mississippi Medical Center, Jackson, MS, USA (OA, AG, CC, JRM, JB, BDW)
| | - Josie Bidwell
- Department of Preventive Medicine, University of Mississippi Medical Center, Jackson, MS, USA (OA, AG, CC, JRM, JB, BDW)
| | - Brian D. Williams
- Department of Preventive Medicine, University of Mississippi Medical Center, Jackson, MS, USA (OA, AG, CC, JRM, JB, BDW)
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Zhang E, He P. The function of histone methyltransferase SETDB1 and its roles in liver cancer. Front Cell Dev Biol 2024; 12:1500263. [PMID: 39583200 PMCID: PMC11582049 DOI: 10.3389/fcell.2024.1500263] [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: 09/23/2024] [Accepted: 10/28/2024] [Indexed: 11/26/2024] Open
Abstract
Epigenetic alterations in gene expression have been implicated in cancer development and tumor immune escape, with posttranslational histone or non-histone modifications representing attractive targets for disease surveillance and therapy. SET domain bifurcated 1 (SETDB1) is a histone lysine methyltransferase that reversibly catalyzes the di- and tri-methylation of histone 3 lysine 9 (H3K9) on euchromatin, inhibiting gene transcription within these regions and facilitating the switch from euchromatic to heterochromatic states. Emerging evidence suggests that SETDB1 amplification and aberrant activation are significantly associated with poor prognosis in hepatocellular carcinoma (HCC), and contribute to HCC development, immune escape, and immune checkpoint blockade (ICB) resistance. Here, we provide an updated overview of the cellular and molecular effects of SETDB1 activity in hepatocarcinogenesis and progression and focus on studies linking its function to immunotherapy for HCC, and present current challenges and future perspectives for targeting SETDB1 in HCC treatment.
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Affiliation(s)
- Enxiang Zhang
- State Key Laboratory for Macromolecule Drugs and Large-scale Manufacturing, School of Pharmaceutical Sciences and food engineering, Liaocheng University, Liaocheng, China
| | - Pingping He
- State Key Laboratory for Macromolecule Drugs and Large-scale Manufacturing, School of Pharmaceutical Sciences and food engineering, Liaocheng University, Liaocheng, China
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Li J, Lei L, Wang W, Ding W, Yu Y, Pu B, Peng Y, Li Y, Zhang L, Guo Y. Social Risk Profile and Cardiovascular-Kidney-Metabolic Syndrome in US Adults. J Am Heart Assoc 2024; 13:e034996. [PMID: 39136302 PMCID: PMC11963957 DOI: 10.1161/jaha.124.034996] [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: 03/06/2024] [Accepted: 05/07/2024] [Indexed: 08/22/2024]
Abstract
BACKGROUND Poor cardiovascular-kidney-metabolic (CKM) health is associated with premature mortality and excess morbidity in the United States. Adverse social conditions have a prominent impact on cardiometabolic diseases during the life course. We aim to examine the association between social risk profile (SRP) and CKM multimorbidity among US adults. METHODS AND RESULTS We used data from the National Health and Nutrition Examination Survey from 1999 to 2018. The definition of CKM syndrome is the coexistence of subclinical or clinical cardiovascular disease, chronic kidney disease, and metabolic disorders. We classified participants by 4 CKM stages according to the different clinical severity of different forms of CKM syndrome. We calculated the summed number of positive SRP measures, including employed, high-income level, food secure, high education attainment, private insurance, owning a house, and married, as SRP scores and classified them into 4 levels by quartiles: low (0-2), lower-middle (3-4), upper-middle (5-6), and high (7-8). A total of 18 373 US adults, aged 20 to 79 years, were included in our analyses. There were 2567 (9.4%) participants with low SRP score level. Most individual SRP measures and a combined SRP score were associated with CKM stages. Compared with high SRP score level, low SRP level was associated with higher odds of having CKM stage 1 (odds ratio [OR], 1.34 [95% CI, 1.06-1.70]), CKM stage 2 (OR, 2.03 [95% CI, 1.59-2.58]), CKM stage 3 (OR, 5.28 [95% CI, 3.29-8.47]), and CKM stage 4 (OR, 5.97 [95% CI, 4.20-8.49]). CONCLUSIONS Cumulative social disadvantage, denoted by higher SRP burden, was associated with higher odds of CKM multimorbidity, independent of demographic and lifestyle factors.
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Affiliation(s)
- Jingkuo Li
- National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular DiseasesChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Lubi Lei
- National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular DiseasesChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Wei Wang
- National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular DiseasesChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Center for Clinical and Epidemiologic Research, Beijing Anzhen HospitalCapital Medical University, Beijing Institute of Heart, Lung and Blood Vessel Diseases, The Key Laboratory of Remodeling‐Related Cardiovascular Diseases, Ministry of Education, Beijing Municipal Key Laboratory of Clinical EpidemiologyBeijingChina
| | - Wenbo Ding
- Cardio‐Metabolic Medicine Center, National Center for Cardiovascular Diseases, Fuwai HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Yanwu Yu
- National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular DiseasesChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Boxuan Pu
- National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular DiseasesChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Yue Peng
- National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular DiseasesChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Yinchu Li
- National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular DiseasesChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Lihua Zhang
- National Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular DiseasesChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Yuanlin Guo
- Cardio‐Metabolic Medicine Center, National Center for Cardiovascular Diseases, Fuwai HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
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9
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Lin J, Ren J. Lactate-induced lactylation and cardiometabolic diseases: From epigenetic regulation to therapeutics. Biochim Biophys Acta Mol Basis Dis 2024; 1870:167247. [PMID: 38762059 DOI: 10.1016/j.bbadis.2024.167247] [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: 01/10/2024] [Revised: 04/23/2024] [Accepted: 05/13/2024] [Indexed: 05/20/2024]
Abstract
Cardiometabolic diseases (CMDs) denote a cadre of chronic and devastating cardiovascular anomalies routed from metabolic derangements including obesity, type 2 diabetes mellitus, and hypertension. Recent studies have demonstrated the association between histone lactylation, a unique form of post-translational modification, and pathogenesis of CMDs, apparently through epigenetic mechanisms. Lactylation has been indicated to regulate key aspects of metabolism, inflammation, and cardiovascular function in the realm of CMDs in a cellular and tissue-specific manner. A better understanding of the molecular, cellular and physiological domains of lactylation in the etiology of CMDs is expected to offer new insights into etiopathogenesis, hazardous factor control and therapeutic development for these challenging ailments.
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Affiliation(s)
- Jie Lin
- Department of Cardiology, Zhongshan Hospital Fudan University, Shanghai, 200032, China; Shanhai Institude of Cardiovascular Diseases, Shanghai, 200032, China; National Clinical Research Center for Interventional Medicine, Shanghai, 200032, China
| | - Jun Ren
- Department of Cardiology, Zhongshan Hospital Fudan University, Shanghai, 200032, China; Shanhai Institude of Cardiovascular Diseases, Shanghai, 200032, China; National Clinical Research Center for Interventional Medicine, Shanghai, 200032, China.
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10
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Roberts MC, Holt KE, Del Fiol G, Baccarelli AA, Allen CG. Precision public health in the era of genomics and big data. Nat Med 2024; 30:1865-1873. [PMID: 38992127 DOI: 10.1038/s41591-024-03098-0] [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: 03/18/2024] [Accepted: 05/29/2024] [Indexed: 07/13/2024]
Abstract
Precision public health (PPH) considers the interplay between genetics, lifestyle and the environment to improve disease prevention, diagnosis and treatment on a population level-thereby delivering the right interventions to the right populations at the right time. In this Review, we explore the concept of PPH as the next generation of public health. We discuss the historical context of using individual-level data in public health interventions and examine recent advancements in how data from human and pathogen genomics and social, behavioral and environmental research, as well as artificial intelligence, have transformed public health. Real-world examples of PPH are discussed, emphasizing how these approaches are becoming a mainstay in public health, as well as outstanding challenges in their development, implementation and sustainability. Data sciences, ethical, legal and social implications research, capacity building, equity research and implementation science will have a crucial role in realizing the potential for 'precision' to enhance traditional public health approaches.
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Affiliation(s)
- Megan C Roberts
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina Eshelman School of Pharmacy, Chapel Hill, NC, USA.
| | - Kathryn E Holt
- Department of Infection Biology, London School of Hygiene & Tropical Medicine, London, UK
- Department of Infectious Diseases, School of Translational Medicine, Monash University, Melbourne, Victoria, Australia
| | - Guilherme Del Fiol
- Biomedical Informatics, School of Medicine, University of Utah, Salt Lake City, UT, USA
| | - Andrea A Baccarelli
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, MA, USA
| | - Caitlin G Allen
- Department of Public Health Sciences, College of Medicine, Medical University of South Carolina, Charleston, SC, USA
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11
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Darvish S, Mahoney SA, Venkatasubramanian R, Rossman MJ, Clayton ZS, Murray KO. Socioeconomic status as a potential mediator of arterial aging in marginalized ethnic and racial groups: current understandings and future directions. J Appl Physiol (1985) 2024; 137:194-222. [PMID: 38813611 PMCID: PMC11389897 DOI: 10.1152/japplphysiol.00188.2024] [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: 03/13/2024] [Revised: 05/28/2024] [Accepted: 05/28/2024] [Indexed: 05/31/2024] Open
Abstract
Cardiovascular diseases (CVDs) are the leading cause of death in the United States. However, disparities in CVD-related morbidity and mortality exist as marginalized racial and ethnic groups are generally at higher risk for CVDs (Black Americans, Indigenous People, South and Southeast Asians, Native Hawaiians, and Pacific Islanders) and/or development of traditional CVD risk factors (groups above plus Hispanics/Latinos) relative to non-Hispanic Whites (NHW). In this comprehensive review, we outline emerging evidence suggesting these groups experience accelerated arterial dysfunction, including vascular endothelial dysfunction and large elastic artery stiffening, a nontraditional CVD risk factor that may predict risk of CVDs in these groups with advancing age. Adverse exposures to social determinants of health (SDOH), specifically lower socioeconomic status (SES), are exacerbated in most of these groups (except South Asians-higher SES) and may be a potential mediator of accelerated arterial aging. SES negatively influences the ability of marginalized racial and ethnic groups to meet aerobic exercise guidelines, the first-line strategy to improve arterial function, due to increased barriers, such as time and financial constraints, lack of motivation, facility access, and health education, to performing conventional aerobic exercise. Thus, identifying alternative interventions to conventional aerobic exercise that 1) overcome these common barriers and 2) target the biological mechanisms of aging to improve arterial function may be an effective, alternative method to aerobic exercise to ameliorate accelerated arterial aging and reduce CVD risk. Importantly, dedicated efforts are needed to assess these strategies in randomized-controlled clinical trials in these marginalized racial and ethnic groups.
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Affiliation(s)
- Sanna Darvish
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, Colorado, United States
| | - Sophia A Mahoney
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, Colorado, United States
| | | | - Matthew J Rossman
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, Colorado, United States
| | - Zachary S Clayton
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, Colorado, United States
| | - Kevin O Murray
- Department of Integrative Physiology, University of Colorado Boulder, Boulder, Colorado, United States
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12
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Karabaeva RZ, Vochshenkova TA, Mussin NM, Albayev RK, Kaliyev AA, Tamadon A. Epigenetics of hypertension as a risk factor for the development of coronary artery disease in type 2 diabetes mellitus. Front Endocrinol (Lausanne) 2024; 15:1365738. [PMID: 38836231 PMCID: PMC11148232 DOI: 10.3389/fendo.2024.1365738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 05/09/2024] [Indexed: 06/06/2024] Open
Abstract
Hypertension, a multifaceted cardiovascular disorder influenced by genetic, epigenetic, and environmental factors, poses a significant risk for the development of coronary artery disease (CAD) in individuals with type 2 diabetes mellitus (T2DM). Epigenetic alterations, particularly in histone modifications, DNA methylation, and microRNAs, play a pivotal role in unraveling the complex molecular underpinnings of blood pressure regulation. This review emphasizes the crucial interplay between epigenetic attributes and hypertension, shedding light on the prominence of DNA methylation, both globally and at the gene-specific level, in essential hypertension. Additionally, histone modifications, including acetylation and methylation, emerge as essential epigenetic markers linked to hypertension. Furthermore, microRNAs exert regulatory influence on blood pressure homeostasis, targeting key genes within the aldosterone and renin-angiotensin pathways. Understanding the intricate crosstalk between genetics and epigenetics in hypertension is particularly pertinent in the context of its interaction with T2DM, where hypertension serves as a notable risk factor for the development of CAD. These findings not only contribute to the comprehensive elucidation of essential hypertension but also offer promising avenues for innovative strategies in the prevention and treatment of cardiovascular complications, especially in the context of T2DM.
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Affiliation(s)
- Raushan Zh Karabaeva
- Gerontology Center, Medical Center Hospital of the President’s Affairs Administration of the Republic of Kazakhstan, Astana, Kazakhstan
| | - Tamara A. Vochshenkova
- Gerontology Center, Medical Center Hospital of the President’s Affairs Administration of the Republic of Kazakhstan, Astana, Kazakhstan
| | - Nadiar M. Mussin
- General Surgery, West Kazakhstan Marat Ospanov Medical University, Aktobe, Kazakhstan
| | - Rustam K. Albayev
- Gerontology Center, Medical Center Hospital of the President’s Affairs Administration of the Republic of Kazakhstan, Astana, Kazakhstan
| | - Asset A. Kaliyev
- General Surgery, West Kazakhstan Marat Ospanov Medical University, Aktobe, Kazakhstan
| | - Amin Tamadon
- Department for Natural Sciences, West Kazakhstan Marat Ospanov Medical University, Aktobe, Kazakhstan
- Department of Research and Development, PerciaVista R&D Co., Shiraz, Iran
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13
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Duan XP, Qin BD, Jiao XD, Liu K, Wang Z, Zang YS. New clinical trial design in precision medicine: discovery, development and direction. Signal Transduct Target Ther 2024; 9:57. [PMID: 38438349 PMCID: PMC10912713 DOI: 10.1038/s41392-024-01760-0] [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: 11/30/2023] [Revised: 01/25/2024] [Accepted: 01/29/2024] [Indexed: 03/06/2024] Open
Abstract
In the era of precision medicine, it has been increasingly recognized that individuals with a certain disease are complex and different from each other. Due to the underestimation of the significant heterogeneity across participants in traditional "one-size-fits-all" trials, patient-centered trials that could provide optimal therapy customization to individuals with specific biomarkers were developed including the basket, umbrella, and platform trial designs under the master protocol framework. In recent years, the successive FDA approval of indications based on biomarker-guided master protocol designs has demonstrated that these new clinical trials are ushering in tremendous opportunities. Despite the rapid increase in the number of basket, umbrella, and platform trials, the current clinical and research understanding of these new trial designs, as compared with traditional trial designs, remains limited. The majority of the research focuses on methodologies, and there is a lack of in-depth insight concerning the underlying biological logic of these new clinical trial designs. Therefore, we provide this comprehensive review of the discovery and development of basket, umbrella, and platform trials and their underlying logic from the perspective of precision medicine. Meanwhile, we discuss future directions on the potential development of these new clinical design in view of the "Precision Pro", "Dynamic Precision", and "Intelligent Precision". This review would assist trial-related researchers to enhance the innovation and feasibility of clinical trial designs by expounding the underlying logic, which be essential to accelerate the progression of precision medicine.
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Affiliation(s)
- Xiao-Peng Duan
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Bao-Dong Qin
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Xiao-Dong Jiao
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Ke Liu
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Zhan Wang
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China
| | - Yuan-Sheng Zang
- Department of Medical Oncology, Changzheng Hospital, Naval Medical University, Shanghai, China.
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14
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Skinner MK. Epigenetic biomarkers for disease susceptibility and preventative medicine. Cell Metab 2024; 36:263-277. [PMID: 38176413 DOI: 10.1016/j.cmet.2023.11.015] [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: 08/15/2023] [Revised: 10/11/2023] [Accepted: 11/28/2023] [Indexed: 01/06/2024]
Abstract
The development of molecular biomarkers for disease makes it possible for preventative medicine approaches to be considered. Therefore, therapeutics, treatments, or clinical management can be used to delay or prevent disease development. The problem with genetic mutations as biomarkers is the low frequency with genome-wide association studies (GWASs), generally at best a 1% association of the patients with the disease. In contrast, epigenetic alterations have a high-frequency association of greater than 90%-95% of individuals with pathology in epigenome-wide association studies (EWASs). A wide variety of human diseases have been shown to have epigenetic biomarkers that are disease specific and that detect pathology susceptibility. This review is focused on the epigenetic biomarkers for disease susceptibility, and it distinct from the large literature on epigenetics of disease etiology or progression. The development of efficient epigenetic biomarkers for disease susceptibility will facilitate a paradigm shift from reactionary medicine to preventative medicine.
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Affiliation(s)
- Michael K Skinner
- Center for Reproductive Biology, School of Biological Sciences, Washington State University, Pullman, WA 99164-4236, USA.
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15
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Schmidt S. Marking Time: Epigenetic Aging May Partially Explain the Arsenic-Cardiovascular Disease Link. ENVIRONMENTAL HEALTH PERSPECTIVES 2024; 132:24001. [PMID: 38319882 PMCID: PMC10846676 DOI: 10.1289/ehp14287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 12/20/2023] [Indexed: 02/08/2024]
Abstract
New epigenetic clocks point to DNA methylation as a mechanism in the well-known link between arsenic exposure and cardiovascular disease risk. The results validate the use of these clocks in Native American populations.
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16
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Ndumele CE, Neeland IJ, Tuttle KR, Chow SL, Mathew RO, Khan SS, Coresh J, Baker-Smith CM, Carnethon MR, Després JP, Ho JE, Joseph JJ, Kernan WN, Khera A, Kosiborod MN, Lekavich CL, Lewis EF, Lo KB, Ozkan B, Palaniappan LP, Patel SS, Pencina MJ, Powell-Wiley TM, Sperling LS, Virani SS, Wright JT, Rajgopal Singh R, Elkind MSV, Rangaswami J. A Synopsis of the Evidence for the Science and Clinical Management of Cardiovascular-Kidney-Metabolic (CKM) Syndrome: A Scientific Statement From the American Heart Association. Circulation 2023; 148:1636-1664. [PMID: 37807920 DOI: 10.1161/cir.0000000000001186] [Citation(s) in RCA: 172] [Impact Index Per Article: 86.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/10/2023]
Abstract
A growing appreciation of the pathophysiological interrelatedness of metabolic risk factors such as obesity and diabetes, chronic kidney disease, and cardiovascular disease has led to the conceptualization of cardiovascular-kidney-metabolic syndrome. The confluence of metabolic risk factors and chronic kidney disease within cardiovascular-kidney-metabolic syndrome is strongly linked to risk for adverse cardiovascular and kidney outcomes. In addition, there are unique management considerations for individuals with established cardiovascular disease and coexisting metabolic risk factors, chronic kidney disease, or both. An extensive body of literature supports our scientific understanding of, and approach to, prevention and management for individuals with cardiovascular-kidney-metabolic syndrome. However, there are critical gaps in knowledge related to cardiovascular-kidney-metabolic syndrome in terms of mechanisms of disease development, heterogeneity within clinical phenotypes, interplay between social determinants of health and biological risk factors, and accurate assessments of disease incidence in the context of competing risks. There are also key limitations in the data supporting the clinical care for cardiovascular-kidney-metabolic syndrome, particularly in terms of early-life prevention, screening for risk factors, interdisciplinary care models, optimal strategies for supporting lifestyle modification and weight loss, targeting of emerging cardioprotective and kidney-protective therapies, management of patients with both cardiovascular disease and chronic kidney disease, and the impact of systematically assessing and addressing social determinants of health. This scientific statement uses a crosswalk of major guidelines, in addition to a review of the scientific literature, to summarize the evidence and fundamental gaps related to the science, screening, prevention, and management of cardiovascular-kidney-metabolic syndrome.
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Nayor M, Lloyd-Jones DM, Shah RV. Introduction to the Compendium on Early Cardiovascular Disease. Circ Res 2023; 132:1567-1569. [PMID: 37289907 DOI: 10.1161/circresaha.123.323095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Affiliation(s)
- Matthew Nayor
- Sections of Cardiovascular Medicine and Preventive Medicine and Epidemiology, Department of Medicine, Boston University School of Medicine, MA. Department of Preventive Medicine, Division of Cardiology, Department of Medicine, and Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL. Vanderbilt Translational and Clinical Research Center, Cardiology Division, Vanderbilt University Medical Center, Nashville, TN
| | - Donald M Lloyd-Jones
- Sections of Cardiovascular Medicine and Preventive Medicine and Epidemiology, Department of Medicine, Boston University School of Medicine, MA. Department of Preventive Medicine, Division of Cardiology, Department of Medicine, and Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL. Vanderbilt Translational and Clinical Research Center, Cardiology Division, Vanderbilt University Medical Center, Nashville, TN
| | - Ravi V Shah
- Sections of Cardiovascular Medicine and Preventive Medicine and Epidemiology, Department of Medicine, Boston University School of Medicine, MA. Department of Preventive Medicine, Division of Cardiology, Department of Medicine, and Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL. Vanderbilt Translational and Clinical Research Center, Cardiology Division, Vanderbilt University Medical Center, Nashville, TN
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