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Assadi HS, Zhao X, Matthews G, Li R, Broncano Cabrero J, Kasmai B, Alabed S, Royuela Del Val J, Spohr H, Gurung-Koney Y, Aung N, Nair S, Swift AJ, Vassiliou VS, Zhong L, Al-Mohammad A, van der Geest RJ, Swoboda PP, Plein S, Garg P. Cardiovascular magnetic resonance imaging markers of ageing: a multi-centre, cross-sectional cohort study. EUROPEAN HEART JOURNAL OPEN 2025; 5:oeaf032. [PMID: 40322642 PMCID: PMC12045662 DOI: 10.1093/ehjopen/oeaf032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/25/2024] [Revised: 12/12/2024] [Accepted: 03/25/2025] [Indexed: 05/08/2025]
Abstract
Aims Cardiac ageing involves a series of anatomical and physiological changes contributing to a decline in overall performance. Cardiac magnetic resonance (CMR) provides comprehensive structural and functional assessment for detecting age-related cardiovascular remodelling. We aimed to develop a fully automated CMR model to predict functional heart age. Methods and results This international, multi-centre, retrospective observational study enrolled 191 healthy individuals with normal body mass index (BMI), free of metabolic, cardiovascular, and respiratory disease as the derivation cohort. Left atrial (LA) end-systolic volume and LA ejection fraction were selected for the final model. The model was validated on 366 patients with BMI >25 kg/m2 and one or more comorbidities [hypertension, diabetes mellitus (DM), atrial fibrillation (AF), and obesity]. In healthy individuals [median age: 34 years, 105 (55%) female], CMR-derived functional heart age was similar to the chronological age [bias: 0.05%, 95% confidence interval (CI): 9.56-9.67%, P = 0.993]. In the validation cohort [median age: 53 years, 157 (43%) female], CMR-derived functional heart age was 4.6 years higher than chronological age (95% CI: 1.6-7.6 years, P = 0.003). Cardiac magnetic resonance-derived functional heart age was significantly higher in patients with hypertension (P < 0.001), DM (P < 0.001), and AF (P < 0.001) than age-matched healthy controls. Moreover, CMR-derived functional heart age was higher than the chronological age in obesity Class I (P = 0.07), obesity Class II (P = 0.11), and obesity Class III (P < 0.001). Conclusion This study highlights the time course of structural and physiological changes in the heart during healthy and unhealthy ageing. We propose simple equations that should help communicate subtle changes in heart assessment with ageing. Registration ClinicalTrials.gov: NCT05114785.
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Affiliation(s)
- Hosamadin S Assadi
- Department of Cardiovascular and Metabolic Health, Norwich Medical School, University of East Anglia, Norwich Research Park, Norwich NR4 7UQ, Norfolk, UK
- Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich NR4 7UY, Norfolk, UK
| | - Xiaodan Zhao
- National Heart Research Institute Singapore, National Heart Centre Singapore, 5 Hospital Drive, Singapore 169609, Singapore
| | - Gareth Matthews
- Department of Cardiovascular and Metabolic Health, Norwich Medical School, University of East Anglia, Norwich Research Park, Norwich NR4 7UQ, Norfolk, UK
- Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich NR4 7UY, Norfolk, UK
| | - Rui Li
- Department of Cardiovascular and Metabolic Health, Norwich Medical School, University of East Anglia, Norwich Research Park, Norwich NR4 7UQ, Norfolk, UK
- Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich NR4 7UY, Norfolk, UK
| | - Jordi Broncano Cabrero
- Cardiothoracic Imaging Unit, Hospital San Juan de Dios, Ressalta, HT Medica, Avenida el Brillante No. 36, 14012 Córdoba, Spain
| | - Bahman Kasmai
- Department of Cardiovascular and Metabolic Health, Norwich Medical School, University of East Anglia, Norwich Research Park, Norwich NR4 7UQ, Norfolk, UK
- Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich NR4 7UY, Norfolk, UK
| | - Samer Alabed
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield S10 2RX, UK
| | - Javier Royuela Del Val
- Cardiothoracic Imaging Unit, Hospital San Juan de Dios, Ressalta, HT Medica, Avenida el Brillante No. 36, 14012 Córdoba, Spain
| | - Hilmar Spohr
- Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich NR4 7UY, Norfolk, UK
| | - Yashoda Gurung-Koney
- Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich NR4 7UY, Norfolk, UK
| | - Nay Aung
- Barts Heart Centre, St Bartholomew’s Hospital, Barts Health NHS Trust, West Smithfield, London EC1A 7BE, UK
| | - Sunil Nair
- Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich NR4 7UY, Norfolk, UK
| | - Andrew J Swift
- National Heart Research Institute Singapore, National Heart Centre Singapore, 5 Hospital Drive, Singapore 169609, Singapore
| | - Vassilios S Vassiliou
- Department of Cardiovascular and Metabolic Health, Norwich Medical School, University of East Anglia, Norwich Research Park, Norwich NR4 7UQ, Norfolk, UK
- Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich NR4 7UY, Norfolk, UK
| | - Liang Zhong
- National Heart Research Institute Singapore, National Heart Centre Singapore, 5 Hospital Drive, Singapore 169609, Singapore
- Duke-NUS Medical School, National University of Singapore, Singapore 169857, Singapore
- Department of Biomedical Engineering, National University of Singapore, Singapore 117583, Singapore
| | - Abdallah Al-Mohammad
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield S10 2RX, UK
| | - Rob J van der Geest
- Department of Radiology, Division of Image Processing, Leiden University Medical Center, Leiden 2333 ZA, The Netherlands
| | - Peter P Swoboda
- Division of Biomedical Imaging, Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds LS2 9JT, UK
| | - Sven Plein
- Division of Biomedical Imaging, Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds LS2 9JT, UK
| | - Pankaj Garg
- Department of Cardiovascular and Metabolic Health, Norwich Medical School, University of East Anglia, Norwich Research Park, Norwich NR4 7UQ, Norfolk, UK
- Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich NR4 7UY, Norfolk, UK
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Datta BK, Ansa BE, Saucier A, Pandey A, Haider MR, Puranda R, Adams M, Coffin J. Child Marriage and Cardiovascular Risk: An Application of the Non-laboratory Framingham Risk Score. High Blood Press Cardiovasc Prev 2024; 31:55-63. [PMID: 38285323 DOI: 10.1007/s40292-023-00620-2] [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: 10/10/2023] [Accepted: 12/22/2023] [Indexed: 01/30/2024] Open
Abstract
INTRODUCTION Child marriage, defined as marriage before the age of 18 years, is a precocious transition from adolescence to adulthood, which may take a long-term toll on health. AIM This study aims to assess whether child marriage was associated with added risk of adverse cardiovascular outcomes in a nationally representative sample of Indian adults. METHODS Applying the non-laboratory-based Framingham algorithm to data on 336,953 women aged 30-49 years and 49,617 men aged 30-54 years, we estimated individual's predicted heart age (PHA). Comparing the PHA with chronological age (CA), we categorized individuals in four groups: (i) low PHA: PHA < CA, (ii) equal PHA: PHA = CA (reference category), (iii) high PHA: PHA > CA by at most 4 years, and (iv) very high PHA: PHA > CA by 5 + years. We estimated multivariable multinomial logistic regressions to obtain relative risks of respective categories for the child marriage indicator. RESULTS We found that women who were married in childhood had 1.06 (95% CI 1.01-1.10) and 1.22 (95% CI 1.16-1.27) times higher adjusted risks of having high and very high PHA, respectively, compared to women who were married as adults. For men, no differential risks were found between those who were married as children and as adults. These results were generally robust across various socioeconomic sub-groups. CONCLUSIONS These findings add to the relatively new and evolving strand of literature that examines the role of child marriage on later life chronic health outcomes and provide important insights for public health policies aimed at improving women's health and wellbeing.
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Affiliation(s)
- Biplab Kumar Datta
- Institute of Public and Preventive Health, Augusta University, 1120 15th St., CJ 2300, Augusta, GA, 30912, USA.
- Department of Health Management, Economics and Policy, Augusta University, Augusta, GA, USA.
| | - Benjamin E Ansa
- Institute of Public and Preventive Health, Augusta University, 1120 15th St., CJ 2300, Augusta, GA, 30912, USA
- Department of Health Management, Economics and Policy, Augusta University, Augusta, GA, USA
| | - Ashley Saucier
- Department of Family Medicine, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Ajay Pandey
- Department of Biological Sciences, Augusta University, Augusta, GA, USA
| | - Mohammad Rifat Haider
- Department of Health Policy and Management, College of Public Health, University of Georgia, Athens, GA, USA
| | - Racquel Puranda
- Department of Family Medicine, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Malika Adams
- Department of Family Medicine, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Janis Coffin
- Department of Family Medicine, Medical College of Georgia, Augusta University, Augusta, GA, USA
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Zhu J, Chen C, Lu L, Shikany JM, D’Alton ME, Kahe K. Folate, Vitamin B6, and Vitamin B12 Status in Association With Metabolic Syndrome Incidence. JAMA Netw Open 2023; 6:e2250621. [PMID: 36630134 PMCID: PMC9856626 DOI: 10.1001/jamanetworkopen.2022.50621] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
IMPORTANCE The associations of B vitamin status with metabolic syndrome (MetS) incidence among the US population remain unclear. OBJECTIVE To investigate intakes and serum concentrations of folate, vitamin B6, and vitamin B12 in association with MetS risk in a large US cohort. DESIGN, SETTING, AND PARTICIPANTS This prospective study included Black and White young adults in the US who were enrolled from 1985 to 1986 and studied until 2015 to 2016. Diet was assessed using a validated diet history at examination years 0, 7, and 20. Serum concentrations of folate, vitamin B6, and vitamin B12 were assayed at examination years 0, 7, and 15 in a subset of 1430 participants. MetS was ascertained by clinic and laboratory measurements and self-reported medication use. Data were analyzed between January and July 2021. EXPOSURES Intakes and serum levels of folate, vitamin B6, and vitamin B12. MAIN OUTCOMES AND MEASURES Multivariable Cox proportional hazards regression models were used to calculate hazard ratios (HRs) and 95% CIs for the associations of energy-adjusted B vitamin intakes or serum B vitamin levels with incident MetS. RESULTS The study included 4414 participants, with 2225 Black individuals (50.4%) and 2331 women (52.8%). The mean (SD) age at baseline was 24.9 (3.6) years. A total of 1240 incident MetS cases occurred during the 30 years (mean [SD], 22.1 [9.5] years) of follow-up. Compared with the lowest quintile of each energy-adjusted B vitamin intake, the HRs for incident MetS in the highest quintile were 0.39 (95% CI, 0.31-0.49) for folate (P for trend < .001), 0.61 (95% CI, 0.46-0.81) for vitamin B6 (P for trend = .002), and 0.74 (95% CI, 0.58-0.95) for vitamin B12 (P for trend = .008) after adjustment for potential confounders. Similarly, significant inverse associations were observed in the subset with serum data on these B vitamins (folate: HR, 0.23; 95% CI, 0.17-0.33; P for trend < .001; vitamin B6: HR, 0.48; 95% CI, 0.34-0.67; P for trend < .001; and vitamin B12: HR, 0.70; 95% CI, 0.51-0.96; P for trend = .01). CONCLUSIONS AND RELEVANCE This prospective cohort study found that intakes and serum concentrations of folate, vitamin B6, and vitamin B12 were inversely associated with incident MetS among Black and White young adults in the US.
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Affiliation(s)
- Jie Zhu
- Nutrition and Foods Program, School of Family and Consumer Sciences, Texas State University, San Marcos
| | - Cheng Chen
- Department of Obstetrics and Gynecology, Vagelos College of Physician and Surgeons, Columbia University Irving Medical Center, New York, New York
- Department of Epidemiology, Mailman School of Public Health, Columbia University Irving Medical Center, New York, New York
| | - Liping Lu
- Department of Obstetrics and Gynecology, Vagelos College of Physician and Surgeons, Columbia University Irving Medical Center, New York, New York
- Department of Epidemiology, Mailman School of Public Health, Columbia University Irving Medical Center, New York, New York
| | - James M. Shikany
- Division of Preventive Medicine, School of Medicine, University of Alabama at Birmingham, Birmingham
| | - Mary E. D’Alton
- Department of Obstetrics and Gynecology, Vagelos College of Physician and Surgeons, Columbia University Irving Medical Center, New York, New York
| | - Ka Kahe
- Department of Obstetrics and Gynecology, Vagelos College of Physician and Surgeons, Columbia University Irving Medical Center, New York, New York
- Department of Epidemiology, Mailman School of Public Health, Columbia University Irving Medical Center, New York, New York
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Guzman-Vilca WC, Quispe-Villegas GA, Carrillo-Larco RM. Predicted heart age profile across 41 countries: A cross-sectional study of nationally representative surveys in six world regions. EClinicalMedicine 2022; 52:101688. [PMID: 36313150 PMCID: PMC9596311 DOI: 10.1016/j.eclinm.2022.101688] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 09/13/2022] [Accepted: 09/14/2022] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND Predicted heart age (PHA) can simplify communicating the absolute cardiovascular disease (CVD) risk. Few studies have characterized PHA across multiple populations, and none has described whether people with excess PHA are eligible for preventive treatment for CVD. METHODS Pooled analysis of 41 World Health Organization (WHO) STEPS surveys conducted in 41 countries in six world regions between 2013 and 2019. PHA was calculated as per the non-laboratory Framingham risk score in adults without history of CVD. We described the differences between chronological age and PHA, the distribution of PHA, and the proportion of people with excess PHA that were eligible for antihypertensive and lipid-lowering treatment following the WHO guidelines. Logistic regression models were fitted to assess sociodemographic and health-related variables associated with PHA excess. FINDINGS 94,655 individuals aged 30-74 years were included. 36% of those aged 30-34 years had a PHA of 30-34 years; 9% of those aged 60-64 years had a PHA of 60-64 years. Countries in Africa had the lowest prevalence of very high PHA (i.e., PHA exceeding chronological age in ≥5 years) and countries in Western Pacific had the highest. ≥50% of the population with PHA excess (i.e., PHA exceeding chronological age in ≥1 year) was not eligible for antihypertensive nor lipid-lowering treatment. Abdominal obesity, high total cholesterol, smoking and having diabetes were associated with higher odds of having PHA excess, whereas higher education and employment were inversely associated with excess PHA. INTERPRETATION PHA is generally higher than chronological age in LMICs and there are regional disparities. Most people with excess PHA would not be eligible to receive preventive medication. FUNDING RMC-L is supported by a Wellcome Trust International Training Fellowship (214185/Z/18/Z).
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Affiliation(s)
- Wilmer Cristobal Guzman-Vilca
- School of Medicine “Alberto Hurtado”, Universidad Peruana Cayetano Heredia, Lima, Peru
- CRONICAS Centre of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
- Sociedad Científica de Estudiantes de Medicina Cayetano Heredia (SOCEMCH), Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Gustavo A. Quispe-Villegas
- School of Medicine “Alberto Hurtado”, Universidad Peruana Cayetano Heredia, Lima, Peru
- Sociedad Científica de Estudiantes de Medicina Cayetano Heredia (SOCEMCH), Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Rodrigo M. Carrillo-Larco
- CRONICAS Centre of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK
- Universidad Continental, Lima, Peru
- Correspondence author at: Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London.
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Huang Y, Li H, Tao R, Han W, Zhang P, Yu X, Wu R. A customized framework for coronary artery disease detection using phonocardiogram signals. Biomed Signal Process Control 2022. [DOI: 10.1016/j.bspc.2022.103982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
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Thayer JF, Mather M, Koenig J. Stress and aging: A neurovisceral integration perspective. Psychophysiology 2021; 58:e13804. [PMID: 33723899 DOI: 10.1111/psyp.13804] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 02/12/2021] [Accepted: 02/17/2021] [Indexed: 12/11/2022]
Abstract
Darwin emphasized the intimate relationship between the brain and the heart over 150 years ago. Healthy aging is associated with significant changes in both the brain and the heart. The changes between these, the two most important organs of the body, are linked via the vagus nerve. In this review, we examine the normative changes with aging and the effect that stress may have on how the brain-heart connection changes with age. We provide a framework based on the concept of neurovisceral integration and propose that stress regulation is emotion regulation. As such, studies that have investigated emotion regulation may yield insights into successful stress regulation that helps protect people from age-related decline. In addition, interventions that improve brain health also improve heart health and vice versa. We conclude by noting that significant sex and ethnic differences exist but that future studies are needed to more fully explicate how they may moderate the associations between stress and aging.
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Affiliation(s)
- Julian F Thayer
- Department of Psychological Science, University of California, Irvine, CA, USA
| | - Mara Mather
- Department of Psychology, Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, USA.,Department of Biomedical Engineering, University of Southern California, Los Angeles, CA, USA
| | - Julian Koenig
- Section for Experimental Child and Adolescent Psychiatry, Department of Child and Adolescent Psychiatry, Centre for Psychosocial Medicine, University of Heidelberg, Heidelberg, Germany.,University Hospital of Child and Adolescent Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland
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