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Johansson C, Örtendahl L, Lind MM, Andersson J, Johansson L, Brunström M. Diabetes, prediabetes, and atrial fibrillation-A population-based cohort study based on national and regional registers. J Intern Med 2023; 294:605-615. [PMID: 37387643 DOI: 10.1111/joim.13688] [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] [Indexed: 07/01/2023]
Abstract
BACKGROUND Previous studies have shown an increased risk for atrial fibrillation and atrial flutter (AF) in people with type 2 diabetes and prediabetes. It is unclear whether this increase in AF risk is independent of other risk factors for AF. OBJECTIVE To investigate the association between diabetes and different prediabetic states, as independent risk factors for the onset of AF. METHODS We performed a population-based cohort study in Northern Sweden, including data on fasting plasma glucose, oral glucose tolerance test, major cardiovascular risk factors, medical history, and lifestyle factors. Participants were divided into six groups depending on glycemic status and followed through national registers for AF diagnosis. Cox proportional hazard model was used to assess the association between glycemic status and AF, using normoglycemia as reference. RESULTS The cohort consisted of 88,889 participants who underwent a total of 139,661 health examinations. In the model adjusted for age and sex, there was a significant association between glycemic status and development of AF in all groups except the impaired glucose tolerance group, with the strongest association for the group with known diabetes (p-value <0.001). In a model adjusted for sex, age, systolic blood pressure, body mass index, antihypertensive drugs, cholesterol, alcohol, smoking, education level, marital status, and physical activity, there was no significant association between glycemic status and AF. CONCLUSIONS/INTERPRETATION The association between glycemic status and AF disappears upon adjustment for potential confounders. Diabetes and prediabetes do not appear to be independent risk factors for AF.
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Affiliation(s)
- Cecilia Johansson
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Lina Örtendahl
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Marcus M Lind
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Jonas Andersson
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Lars Johansson
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Mattias Brunström
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
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Oguntade AS, Islam N, Malouf R, Taylor H, Jin D, Lewington S, Lacey B. Body Composition and Risk of Incident Heart Failure in 1 Million Adults: A Systematic Review and Dose-Response Meta-Analysis of Prospective Cohort Studies. J Am Heart Assoc 2023; 12:e029062. [PMID: 37345755 PMCID: PMC10356078 DOI: 10.1161/jaha.122.029062] [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: 12/01/2022] [Accepted: 05/15/2023] [Indexed: 06/23/2023]
Abstract
Background The aim of this systematic review was to quantify the associations between body composition measures and risk of incident heart failure (HF) and its subtypes in the general population. Methods and Results We searched Medline, Embase, and Global Health databases from each database inception to January 19, 2023 for prospective studies reporting on body composition and HF risk. We followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. The Newcastle-Ottawa scale was used to assess the risk of bias of included studies. Fixed-effects models were used for meta-analysis. Thirty-five studies were included (ntotal=1 137 044; ncases=34 422). Summary relative risk (RR) per 5-kg/m2 higher body mass index was 1.42 (95% CI, 1.40-1.42; 𝜁2=0.02, I2=94.4%), 1.28 (95% CI, 1.26-1.31; 𝜁2=0.01, I2=75.8%) per 10-cm higher waist circumference, and 1.33 (95% CI, 1.28-1.37; 𝜁2=0.04, I2=94.9%) per 0.1-unit higher waist-hip ratio. Pooled estimates of the few studies that reported on regional fat suggested significant positive association between HF risk and both visceral fat (RR, 1.08 [95% CI, 1.04-1.12]) and pericardial fat (RR, 1.08 [95% CI, 1.06-1.10]). Among HF subtypes, associations were stronger for HF with preserved ejection fraction than HF with reduced ejection fraction. No study reported on lean mass. Conclusions Pooled data suggested strong associations between adiposity and HF. The association with adiposity is stronger for HF with preserved ejection fraction than HF with reduced ejection fraction, indicating that different mechanisms may be at play in etiopathogenesis of HF subtypes. Future studies are needed to investigate role of regional fat mass and lean mass in HF risk. Registration Information REGISTRATION: URL: www.crd.york.ac.uk/prospero/. Unique identifier: CRD42020224584.
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Affiliation(s)
- Ayodipupo S. Oguntade
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health (NDPH)University of OxfordUK
| | - Nazrul Islam
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health (NDPH)University of OxfordUK
- School of Primary Care, Population Sciences and Medical Education, Faculty of MedicineUniversity of SouthamptonUK
| | - Reem Malouf
- National Perinatal Epidemiological Unit, Nuffield Department of Population HealthUniversity of OxfordUK
| | - Hannah Taylor
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health (NDPH)University of OxfordUK
| | - Danyao Jin
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health (NDPH)University of OxfordUK
| | - Sarah Lewington
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health (NDPH)University of OxfordUK
- MRC Population Health Research Unit, NDPHUniversity of OxfordUK
- UKM Medical Molecular Biology Institute (UMBI), Universiti Kebangsaan MalaysiaKuala LumpurMalaysia
| | - Ben Lacey
- Clinical Trial Service Unit & Epidemiological Studies Unit (CTSU), Nuffield Department of Population Health (NDPH)University of OxfordUK
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Abstract
PURPOSE OF REVIEW Atrial fibrillation is the most common cardiac arrhythmia worldwide. There is considerable interest in better understanding the molecular genetics and biology of atrial fibrillation to inform the development of new therapies and improve clinical management. This review summarizes recent advances in our understanding of the genetic basis of atrial fibrillation and new efforts to utilize genetics to inform clinical management. RECENT FINDINGS Genome-wide association studies in diverse populations have increased the number of genetic loci associated with atrial fibrillation and its specific subtypes. Large-scale biobanks with deep phenotyping have provided invaluable data to study the impact of both common and rare variants on atrial fibrillation, susceptibility, and prognosis. Polygenic risk scores help improve individual atrial fibrillation risk stratification and prognostication. SUMMARY Our understanding of atrial fibrillation genetics is rapidly improving with larger and more diverse genome-wide association studies. Translating genetic discoveries into molecular pathways and new therapeutic targets remains a bottleneck in the development of new therapies for atrial fibrillation. Genetic risk scores have shown early promise in improving atrial fibrillation risk stratification; however, their broader utility for the general population remains unclear.
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Affiliation(s)
- David S M Lee
- Medical Scientist Training Program, University of Pennsylvania Perelman School of Medicine
| | - Scott M Damrauer
- Corporal Michael J. Crescenz VA Medical Center.,Department of Surgery.,Department of Genetics, University of Pennsylvania Perelman School of Medicine
| | - Michael G Levin
- Corporal Michael J. Crescenz VA Medical Center.,Division of Cardiovascular Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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Njoroge JN, Tressel W, Biggs ML, Matsumoto AM, Smith NL, Rosenberg E, Hirsch CH, Gottdiener JS, Mukamal KJ, Kizer JR. Circulating Androgen Concentrations and Risk of Incident Heart Failure in Older Men: The Cardiovascular Health Study. J Am Heart Assoc 2022; 11:e026953. [PMID: 36285783 PMCID: PMC9673636 DOI: 10.1161/jaha.122.026953] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Background Circulating androgen concentrations in men decline with age and have been linked to diabetes and atherosclerotic cardiovascular disease (ASCVD). A similar relationship has been reported for low total testosterone and incident heart failure (HF) but remains unstudied for free testosterone or the more potent androgen dihydrotestosterone (DHT). We hypothesized that total/free testosterone are inversely related, sex hormone–binding globulin is positively related, and total/free DHT bear a U‐shaped relationship with incident HF. Methods and Results In a sample of men from the CHS (Cardiovascular Health Study) without atherosclerotic cardiovascular disease or HF, serum testosterone and DHT concentrations were measured by liquid chromatography–tandem mass spectrometry, and sex hormone–binding globulin by immunoassay. Free testosterone or DHT was calculated from total testosterone or total DHT, sex hormone–binding globulin, and albumin. We used Cox regression to estimate relative risks of HF after adjustment for potential confounders. In 1061 men (aged 76±5 years) followed for a median of 9.6 years, there were 368 HF events. After adjustment, lower calculated free testosterone was significantly associated with higher risk of HF (hazard ratio [HR], 1.14 [95% CI, 1.01–1.28]). Risk estimates for total testosterone (HR, 1.12 [95% CI, 0.99–1.26]), total DHT (HR, 1.10 [95% CI, 0.97–1.24]), calculated free dihydrotestosterone (HR, 1.09 [95% CI, 0.97–1.23]), and sex hormone–binding globulin (HR, 1.07 [95% CI, 0.95–1.21]) were directionally similar but not statistically significant. Conclusions Calculated free testosterone was inversely associated with incident HF, suggesting a contribution of testosterone deficiency to HF incidence among older men. Additional research is necessary to determine whether testosterone replacement therapy might be an effective strategy to lower HF risk in older men.
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Affiliation(s)
| | | | | | - Alvin M. Matsumoto
- University of Washington Seattle WA
- Veterans Affairs Puget Sound Health Care System Seattle WA
| | | | - Emily Rosenberg
- Brigham and Women’s Hospital Boston MA
- Harvard Medical School Boston MA
| | | | | | - Kenneth J. Mukamal
- Harvard Medical School Boston MA
- Beth Israel Deaconess Medical Center Boston MA
| | - Jorge R. Kizer
- University of California San Francisco San Francisco CA
- San Francisco Veterans Affairs Health Care System San Francisco CA
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5
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Siddiqi HK, Vinayagamoorthy M, Gencer B, Ng C, Pester J, Cook NR, Lee IM, Buring J, Manson JE, Albert CM. Sex Differences in Atrial Fibrillation Risk: The VITAL Rhythm Study. JAMA Cardiol 2022; 7:1027-1035. [PMID: 36044209 PMCID: PMC9434484 DOI: 10.1001/jamacardio.2022.2825] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Accepted: 07/12/2022] [Indexed: 11/14/2022]
Abstract
Importance Women have a lower incidence of atrial fibrillation (AF) compared with men in several studies, but it is unclear whether this sex difference is independent of sex differences in prevalent cardiovascular disease (CVD), body size, and other risk factors. Objective To examine sex differences in AF incidence and whether AF risk factors differ by sex in a contemporary cohort of men and women without prevalent CVD. Design, Setting, and Participants This was a prospective cohort analysis within the Vitamin D and Omega-3 Trial (VITAL) Rhythm Study, a randomized trial that examined the effect of vitamin D and ω-3 fatty acid supplementation on incident AF among men 50 years or older and women 55 years or older without a prior history of prevalent AF, CVD, or cancer at baseline. Data were analyzed from September 29, 2020, to June 29, 2021. Exposures Sex, height, weight, body mass index (BMI), body surface area (BSA), and other AF risk factors at study enrollment. Main Outcomes and Measures Incident AF confirmed by medical record review. Results A total of 25 119 individuals (mean [SD] age, 67.0 [7.1] years; 12 757 women [51%]) were included in this study. Over a median (IQR) follow-up of 5.3 (5.1-5.7) years, 900 confirmed incident AF events occurred among 12 362 men (495 events, 4.0%) and 12 757 women (405 events, 3.2%). After adjustment for age and treatment assignment, women were at lower risk for incident AF than men (hazard ratio [HR], 0.68; 95% CI, 0.59-0.77; P < .001). The inverse association between female sex and AF persisted after adjustment for race and ethnicity, smoking, alcohol intake, hypertension, diabetes (type 1, type 2, gestational), thyroid disease, exercise, and BMI (HR, 0.73; 95% CI, 0.63-0.85; P <.001). However, female sex was positively associated with AF when height (HR, 1.39; 95% CI, 1.14-1.72; P = .001), height and weight (HR 1.49, 95% CI, 1.21-1.82; P <.001), or BSA (HR, 1.25; 95% CI, 1.06-1.49; P = .009) were substituted for BMI in the multivariate model. In stratified models, risk factor associations with incident AF were similar for women and men. Conclusions and Relevance In this cohort study, findings suggest that after controlling for height and/or body size, women without CVD at baseline were at higher risk for AF than men, suggesting that sex differences in body size account for much of the protective association between female sex and AF. These data underscore the importance of AF prevention in women.
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Affiliation(s)
- Hasan K. Siddiqi
- Division of Cardiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Manickavasagar Vinayagamoorthy
- Division of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Baris Gencer
- Division of Cardiology, Department of Medicine, Geneva University Hospitals, Geneva, Switzerland
- Institute of Primary Health Care, University of Bern, Bern, Switzerland
| | - Chee Ng
- Division of Cardiovascular Medicine, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Julie Pester
- Division of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Nancy R. Cook
- Division of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - I-Min Lee
- Division of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - Julie Buring
- Division of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - JoAnn E. Manson
- Division of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
- Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
| | - Christine M. Albert
- Division of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California
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Camm CF, Lacey B, Massa MS, Von Ende A, Gajendragadkar P, Stiby A, Valdes-Marquez E, Lewington S, Wijesurendra R, Parish S, Casadei B, Hopewell JC. Independent effects of adiposity measures on risk of atrial fibrillation in men and women: a study of 0.5 million individuals. Int J Epidemiol 2022; 51:984-995. [PMID: 34562082 PMCID: PMC9189979 DOI: 10.1093/ije/dyab184] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Atrial fibrillation (AF) has a higher prevalence in men than in women and is associated with measures of adiposity and lean mass (LM). However, it remains uncertain whether the risks of AF associated with these measures vary by sex. METHODS Among 477 904 UK Biobank participants aged 40-69 without prior AF, 23 134 incident AF cases were identified (14 400 men, 8734 women; median follow-up 11.1 years). Cox proportional hazards models were used to estimate the covariate adjusted hazard ratios (HRs) describing the association of AF with weight, measures of adiposity [fat mass (FM), waist circumference (WC)] and LM, and their independent relevance, by sex. RESULTS Weight and WC were independently associated with risk of AF [HR: 1.25 (1.23-1.27) per 10 kg, HR: 1.11 (1.09-1.14) per 10 cm, respectively], with comparable effects in both sexes. The association with weight was principally driven by LM, which, per 5 kg, conferred double the risk of AF compared with FM when mutually adjusted [HR: 1.20 (1.19-1.21), HR: 1.10 (1.09-1.11), respectively]; however, the effect of LM was weaker in men than in women (p-interaction = 4.3 x 10-9). Comparing the relative effects of LM, FM and WC identified different patterns within each sex; LM was the strongest predictor for both, whereas WC was stronger than FM in men but not in women. CONCLUSIONS LM and FM (as constituents of weight) and WC are risk factors for AF. However, the independent relevance of general adiposity for AF was more limited in men than in women. The relevance of both WC and LM suggests a potentially important role for visceral adiposity and muscle mass in AF development.
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Affiliation(s)
- C Fielder Camm
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Ben Lacey
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - M Sofia Massa
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Adam Von Ende
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | | | - Alexander Stiby
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | | | - Sarah Lewington
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
- MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Rohan Wijesurendra
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Sarah Parish
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
- MRC Population Health Research Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Barbara Casadei
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Jemma C Hopewell
- Nuffield Department of Population Health, University of Oxford, Oxford, UK
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7
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Zhang L, Bartz TM, Santanasto A, Djoussé L, Mukamal KJ, Forman DE, Hirsch CH, Newman AB, Gottdiener JS, Kizer JR. Body Composition and Incident Heart Failure in Older Adults: Results From 2 Prospective Cohorts. J Am Heart Assoc 2022; 11:e023707. [PMID: 34927442 PMCID: PMC9075203 DOI: 10.1161/jaha.121.023707] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2021] [Accepted: 11/11/2021] [Indexed: 12/12/2022]
Abstract
Background Aging is associated with central fat redistribution and skeletal muscle decline, yet the relationships of tissue compartments with heart failure (HF) remain incompletely characterized. We assessed the contribution of body composition to incident HF in elders. Methods and Results Participants from 2 older cohorts who completed dual-energy X-ray absorptiometry (DEXA) and, in one cohort, computed tomography were included. We evaluated associations with incident HF for DEXA principal components (PCs) and total lean, appendicular lean, total fat and trunk fat mass; and for computed tomography measures of abdominal visceral and subcutaneous fat, thigh muscle, intermuscular fat area and thigh muscle density. DEXA analysis included 3621, and computed tomography analysis 2332 participants. During median follow-up of 11.8 years, 927 participants developed HF. DEXA principal components showed no relationship with HF. After adjustment for height, weight, and cardiovascular risk factors, total lean mass was near significantly associated with higher HF (hazard ratio [HR], 1.25 per SD [1.00-1.56]), whereas total fat mass and thigh muscle density were significantly related to lower HF (HR, 0.82 [0.68-0.99] and HR, 0.87 [0.78-0.97], respectively). Patterns were similar for HF subtypes. The relationships with HF for total lean and fat mass were attenuated after adjusting for intercurrent atrial fibrillation or excluding high natriuretic peptide levels. Conclusions Total lean mass was positively associated, while total fat mass and thigh muscle density were inversely associated, with incident HF. These findings highlight the limitations of DEXA for assessment of HF risk in elders and support the preeminence of computed tomography-measured skeletal muscle quality over mass as a determinant of HF incidence.
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Affiliation(s)
- Lili Zhang
- Division of CardiologyDepartment of MedicineMontefiore Medical CenterAlbert Einstein College of MedicineBronxNY
| | - Traci M. Bartz
- Department of BiostatisticsUniversity of WashingtonSeattleWA
| | - Adam Santanasto
- Department of EpidemiologyCenter for Aging and Population HealthGraduate School of Public HealthUniversity of PittsburghPA
| | - Luc Djoussé
- Division of AgingDepartment of MedicineBrigham and Women's Hospital and Harvard Medical SchoolBostonMA
| | | | - Daniel E. Forman
- Section of Geriatric Cardiology (Divisions of Cardiology and Geriatrics)University of Pittsburgh Medical CenterVA Pittsburgh Healthcare SystemPittsburghPA
| | - Calvin H. Hirsch
- Department of Internal MedicineUniversity of California, Davis School of MedicineSacramentoCA
| | - Anne B. Newman
- Department of EpidemiologyCenter for Aging and Population HealthGraduate School of Public HealthUniversity of PittsburghPA
| | - John S. Gottdiener
- Division of CardiologyDepartment of Internal MedicineUniversity of Maryland School of MedicineBaltimoreMA
| | - Jorge R. Kizer
- Cardiology SectionSan Francisco Veterans Affairs Health Care System and University of California San FranciscoSan FranciscoCA
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Zia I, Johnson L, Memarian E, Borné Y, Engström G. Anthropometric measures and the risk of developing atrial fibrillation: a Swedish Cohort Study. BMC Cardiovasc Disord 2021; 21:602. [PMID: 34922449 PMCID: PMC8684176 DOI: 10.1186/s12872-021-02415-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 12/07/2021] [Indexed: 12/17/2022] Open
Abstract
Aims Obesity is a risk factor for several cardiovascular diseases (CVDs), including atrial fibrillation (AF). However, it is less clear whether overall fat or abdominal fat distribution are most important for risk of developing AF. This study investigates how different anthropometric measures correlate to the risk of developing clinical AF in the Malmö Diet and Cancer cohort (MDC-cohort). Methods The MDC-cohort (n = 25,961) was examined in 1991–1996. The endpoint was clinical AF diagnosed in a hospital setting, and retrieved via linkage with national registers. Hazard Ratios (HR) for incident AF was calculated in relation to quartiles of body mass index (BMI), waist circumference, waist hip ratio, waist height ratio, body fat percentage, weight and height, using Cox regression with adjustment for age, biological (e.g. blood pressure, diabetes, blood lipid levels), and socioeconomic risk factors. Results After adjustment for multiple risk factors, the risk of AF was significantly increased in the 4th versus 1st quartile of weight (HR for men/women = 2.02/1.93), BMI (HR = 1.62/1.52), waist circumference (HR = 1.67/1.63), waist to hip ratio (HR = 1.30/1.24), waist to height ratio (1.37/1.39) and body fat percentage (HR = 1.21/1.45) in men/women. Measures of overall weight (BMI, weight) were slightly more predictive than measures of abdominal obesity (waist hip ratio and waist height ratio) both in men and women. Conclusion All measures of obesity were associated with increased risk of developing AF. Both overall obesity and abdominal obesity were related to incidence of AF in this population-based study, although the relationship for overall obesity was stronger. Supplementary Information The online version contains supplementary material available at 10.1186/s12872-021-02415-6.
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Affiliation(s)
- Isac Zia
- Department of Clinical Sciences, IKVM, Lund's University, Jan Waldenströms gata 35, CRC, House 60, 13th Floor, 205 02, Malmö, Sweden.
| | - Linda Johnson
- Department of Clinical Sciences, IKVM, Lund's University, Jan Waldenströms gata 35, CRC, House 60, 13th Floor, 205 02, Malmö, Sweden
| | - Ensieh Memarian
- Department of Clinical Sciences, IKVM, Lund's University, Jan Waldenströms gata 35, CRC, House 60, 13th Floor, 205 02, Malmö, Sweden
| | - Yan Borné
- Department of Clinical Sciences, IKVM, Lund's University, Jan Waldenströms gata 35, CRC, House 60, 13th Floor, 205 02, Malmö, Sweden
| | - Gunnar Engström
- Department of Clinical Sciences, IKVM, Lund's University, Jan Waldenströms gata 35, CRC, House 60, 13th Floor, 205 02, Malmö, Sweden.
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9
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Massera D, Hu M, Delaney JA, Bartz TM, Bach ME, Dvorak SJ, DeFilippi CR, Psaty BM, Gottdiener JS, Kizer JR, Shah SJ. Adverse cardiac mechanics and incident coronary heart disease in the Cardiovascular Health Study. Heart 2021; 108:529-535. [PMID: 34257074 DOI: 10.1136/heartjnl-2021-319296] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 06/14/2021] [Indexed: 01/02/2023] Open
Abstract
OBJECTIVES Speckle-tracking echocardiography enables detection of abnormalities in cardiac mechanics with higher sensitivity than conventional measures of left ventricular (LV) dysfunction and may provide insight into the pathogenesis of coronary heart disease (CHD). We investigated the relationship of LV longitudinal strain, LV early diastolic strain rate (SR) and left atrial (LA) reservoir strain with long-term CHD incidence in community-dwelling older adults. METHODS The association of all three strain measures with incidence of non-fatal and fatal CHD (primary outcome of revascularisation, non-fatal and fatal myocardial infarction) was examined in the population-based Cardiovascular Health Study using multivariable Cox proportional hazards models. Follow-up was truncated at 10 years. RESULTS We included 3313 participants (mean (SD) age 72.6 (5.5) years). During a median follow-up of 10.0 (25th-75th percentile 7.7-10.0) years, 439 CHD events occurred. LV longitudinal strain (HR=1.25 per SD decrement, 95% CI 1.09 to 1.43) and LV early diastolic SR (HR=1.31 per SD decrement, 95% CI 1.14 to 1.50) were associated with a significantly greater risk of incident CHD after adjustment for potential confounders. By contrast, LA reservoir strain was not associated with incident CHD (HR=1.06 per SD decrement, 95% CI 0.94 to 1.19). Additional adjustment for biochemical and echocardiographic measures of myocardial stress, dysfunction and remodelling did not meaningfully alter these associations. CONCLUSION We found an association between echocardiographic measures of subclinically altered LV mechanics and incident CHD. These findings inform the underlying biology of subclinical LV dysfunction and CHD. Early detection of asymptomatic myocardial dysfunction may offer an opportunity for prevention and early intervention.
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Affiliation(s)
- Daniele Massera
- Leon H. Charney Division of Cardiology, NYU Langone Health, New York, New York, USA
| | - Mo Hu
- Division of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Joseph A Delaney
- College of Pharmacy, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Traci M Bartz
- Department of Biostatistics, University of Washington, Seattle, Washington, USA
| | - Megan E Bach
- Division of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Stephen J Dvorak
- Division of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | | | - Bruce M Psaty
- Cardiovascular Health Research Unit, Departments of Epidemiology, Medicine, and Health Services, University of Washington, Seattle, Washington, USA
| | - John S Gottdiener
- Division of Cardiology, Department of Medicine, University of Maryland, Baltimore, Maryland, USA
| | - Jorge R Kizer
- Departments of Medicine, Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, USA
| | - Sanjiv J Shah
- Division of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
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10
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Wannamethee SG, Papacosta O, Lennon L, Hingorani A, Whincup P. Adult height and incidence of atrial fibrillation and heart failure in older men: The British Regional Heart Study. IJC HEART & VASCULATURE 2021; 35:100835. [PMID: 34286063 PMCID: PMC8274296 DOI: 10.1016/j.ijcha.2021.100835] [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: 04/19/2021] [Revised: 06/15/2021] [Accepted: 06/23/2021] [Indexed: 12/05/2022]
Abstract
Aims Taller stature has been associated with increased risk of atrial fibrillation (AF). AF and heart failure (HF) often co-occur but the association between height and risk of HF in older adults has not been well studied. We have examined the association between height and incident AF and incident HF in older adults. Methods Prospective study of 3346 men aged 60–79 years with no diagnosed HF, myocardial infarction or stroke at baseline (1998–2000) followed up for a mean period of 16 years, in whom there were 294 incident HF cases and 456 incident AF. Men were divided into 5 height groups: <168.2, 168.2–172.5, 172.6–176.9, 177.0–183.0 and >183.0 cms based on the 25th, 50th, 75th and 95th centiles distribution of height. Results CVD risk factors tended to decrease with increasing height but a positive association was seen between height and electrocardiographic QRS duration and incident AF. Both short stature (<168.2 cm) and tall stature (>183.0 cm) was associated with significantly increased risk of HF in age-adjusted analysis compared to those in the second height quartile [HR (95 %CI) = 1.62 (1.15, 2.26) and 2.04 (1.23, 3.39) respectively]. In short men the increased risk remained after adjustment for adverse CVD risk factors; in tall men the association was largely associated with AF and QRS duration. Conclusion Tall stature is associated with significantly increased risk of AF leading to increased risk of HF. Short stature was associated with increased HF risk which was not explained by known adverse CVD risk factors.
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Key Words
- AF, atrial fibrillation
- Atrial fibrillation
- CHD, coronary heart disease
- CRP, C-reactive protein
- CVD, cardiovascular disease
- ECG, electrocardiogram
- Epidemiology
- FEV1, forced expiratory volume in 1 s
- HF, heart failure
- Heart failure
- Height
- LVH, left ventricular hypertrophy
- MI, myocardial infarction
- NT-proBNP, N-terminal pro-brain natriuretic peptide
- SBP, systolic blood pressure
- hsTnT, high sensitive troponin T
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Affiliation(s)
- S Goya Wannamethee
- Department Primary Care and Population Health, UCL London, United Kingdom
| | - Olia Papacosta
- Department Primary Care and Population Health, UCL London, United Kingdom
| | - Lucy Lennon
- Department Primary Care and Population Health, UCL London, United Kingdom
| | - Aroon Hingorani
- Institute of Cardiovascular Sciences, UCL, London, United Kingdom
| | - Peter Whincup
- Population Health Research Institute, St George's, University of London, United Kingdom
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11
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Jeyaprakash P, Moussad A, Pathan S, Sivapathan S, Ellenberger K, Madronio C, Thomas L, Negishi K, Pathan F. A Systematic Review of Scaling Left Atrial Size: Are Alternative Indexation Methods Required for an Increasingly Obese Population? J Am Soc Echocardiogr 2021; 34:1067-1076.e3. [PMID: 34023453 DOI: 10.1016/j.echo.2021.05.009] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Revised: 05/12/2021] [Accepted: 05/12/2021] [Indexed: 12/19/2022]
Abstract
BACKGROUND Left atrial (LA) size indexed to body surface area (BSA) is a clinically important marker of cardiovascular prognosis. However, indexation using a scaling variable such as BSA has inherent flaws, particularly in an obese population. The aim of this study was to determine whether alternative indexation methods may more accurately scale for LA size. METHODS The Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines were used to execute a structured search of medical databases, to identify articles discussing alternative methods of LA indexation in echocardiography. Articles that stratified indexed LA size by obesity class were also included. Two independent reviewers identified relevant articles and extracted baseline characteristics, alternative indexation methods, scaling variables, obesity class characteristics, and correlation coefficients. RESULTS A total of 3,804 articles were found in the database search after removing duplicates. After abstract and full-text screening, 13 relevant articles were identified. Twelve studies used alternative methods of LA indexation, of which nine reported allometric indices. Seven of the included studies reported LA size by obesity class, of which six reported alternative indices. Correlation coefficients plotted for indexed LA size against absolute measured LA size showed that allometric indices (specifically to height) were more likely to maintain proportionality to body size compared with isometric indices such as BSA. Allometric indices were less likely to overcorrect for body size compared with isometric indices. CONCLUSIONS Compared with isometric indexation to BSA, allometric indexation (specifically to height) improves scaling of LA volumes to maintain proportionality and avoid overcorrection for body size.
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Affiliation(s)
- Prajith Jeyaprakash
- Department of Cardiology, Nepean Hospital, Sydney, Australia; Sydney Medical School Nepean, Faculty of Medicine and Health, Charles Perkins Centre Nepean, The University of Sydney, New South Wales, Sydney, Australia
| | - Andrew Moussad
- Department of Cardiology, Nepean Hospital, Sydney, Australia; Sydney Medical School Nepean, Faculty of Medicine and Health, Charles Perkins Centre Nepean, The University of Sydney, New South Wales, Sydney, Australia
| | - Shahab Pathan
- Sydney Medical School Nepean, Faculty of Medicine and Health, Charles Perkins Centre Nepean, The University of Sydney, New South Wales, Sydney, Australia; Department of Cardiology, Concord Hospital, Sydney, Australia
| | - Shanthosh Sivapathan
- Department of Cardiology, Nepean Hospital, Sydney, Australia; Sydney Medical School Nepean, Faculty of Medicine and Health, Charles Perkins Centre Nepean, The University of Sydney, New South Wales, Sydney, Australia
| | - Katherine Ellenberger
- Department of Cardiology, Nepean Hospital, Sydney, Australia; Sydney Medical School Nepean, Faculty of Medicine and Health, Charles Perkins Centre Nepean, The University of Sydney, New South Wales, Sydney, Australia
| | - Christine Madronio
- Department of Cardiology, Nepean Hospital, Sydney, Australia; Sydney Medical School Nepean, Faculty of Medicine and Health, Charles Perkins Centre Nepean, The University of Sydney, New South Wales, Sydney, Australia
| | - Liza Thomas
- Cardiology Department, Westmead Hospital, Sydney, Australia; Sydney Medical School Westmead, Faculty of Medicine and Health, Charles Perkins Centre Westmead, Sydney, Australia
| | - Kazuaki Negishi
- Department of Cardiology, Nepean Hospital, Sydney, Australia; Sydney Medical School Nepean, Faculty of Medicine and Health, Charles Perkins Centre Nepean, The University of Sydney, New South Wales, Sydney, Australia
| | - Faraz Pathan
- Department of Cardiology, Nepean Hospital, Sydney, Australia; Sydney Medical School Nepean, Faculty of Medicine and Health, Charles Perkins Centre Nepean, The University of Sydney, New South Wales, Sydney, Australia.
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12
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Poorthuis MHF, Sherliker P, de Borst GJ, Carter JL, Lam KBH, Jones NR, Halliday A, Lewington S, Bulbulia R. Joint Associations Between Body Mass Index and Waist Circumference With Atrial Fibrillation in Men and Women. J Am Heart Assoc 2021; 10:e019025. [PMID: 33853362 PMCID: PMC8174185 DOI: 10.1161/jaha.120.019025] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 02/08/2021] [Indexed: 11/29/2022]
Abstract
Background Associations between adiposity and atrial fibrillation (AF) might differ between sexes. We aimed to determine precise estimates of the risk of AF by body mass index (BMI) and waist circumference (WC) in men and women. Methods and Results Between 2008 and 2013, over 3.2 million adults attended commercial screening clinics. Participants completed health questionnaires and underwent physical examination along with cardiovascular investigations, including an ECG. We excluded those with cardiovascular and cardiac disease. We used multivariable logistic regression and determined joint associations of BMI and WC and the risk of AF in men and women by comparing likelihood ratio χ2 statistics. Among 2.1 million included participants 12 067 (0.6%) had AF. A positive association between BMI per 5 kg/m2 increment and AF was observed, with an odds ratio of 1.65 (95% CI, 1.57-1.73) for men and 1.36 (95% CI, 1.30-1.42) for women among those with a BMI above 20 kg/m2. We found a positive association between AF and WC per 10 cm increment, with an odds ratio of 1.47 (95% CI, 1.36-1.60) for men and 1.37 (95% CI, 1.26-1.49) for women. Improvement of likelihood ratio χ2 was equal after adding BMI and WC to models with all participants. In men, WC showed stronger improvement of likelihood ratio χ2 than BMI (30% versus 23%). In women, BMI showed stronger improvement of likelihood ratio χ2 than WC (23% versus 12%). Conclusions We found a positive association between BMI (above 20 kg/m2) and AF and between WC and AF in both men and women. BMI seems a more informative measure about risk of AF in women and WC seems more informative in men.
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Affiliation(s)
- Michiel H. F. Poorthuis
- Clinical Trial Service Unit and Epidemiological Studies UnitNuffield Department of Population HealthUniversity of OxfordUnited Kingdom
- Department of Vascular SurgeryUniversity Medical Center UtrechtUtrechtThe Netherlands
| | - Paul Sherliker
- Clinical Trial Service Unit and Epidemiological Studies UnitNuffield Department of Population HealthUniversity of OxfordUnited Kingdom
- Medical Research Council Population Health Research UnitNuffield Department of Population HealthUniversity of OxfordOxfordUnited Kingdom
| | - Gert J. de Borst
- Department of Vascular SurgeryUniversity Medical Center UtrechtUtrechtThe Netherlands
| | - Jennifer L. Carter
- Clinical Trial Service Unit and Epidemiological Studies UnitNuffield Department of Population HealthUniversity of OxfordUnited Kingdom
| | - Kin Bong Hubert Lam
- Clinical Trial Service Unit and Epidemiological Studies UnitNuffield Department of Population HealthUniversity of OxfordUnited Kingdom
| | - Nicholas R. Jones
- Nuffield Department of Primary Care Health SciencesUniversity of OxfordOxfordUnited Kingdom
| | - Alison Halliday
- Nuffield Department of Surgical SciencesUniversity of OxfordOxfordUnited Kingdom
| | - Sarah Lewington
- Clinical Trial Service Unit and Epidemiological Studies UnitNuffield Department of Population HealthUniversity of OxfordUnited Kingdom
- Medical Research Council Population Health Research UnitNuffield Department of Population HealthUniversity of OxfordOxfordUnited Kingdom
- Now with UKM Medical Molecular Biology Institute (UMBI)Universiti Kebangsaan MalaysiaKuala LumpurMalaysia
| | - Richard Bulbulia
- Clinical Trial Service Unit and Epidemiological Studies UnitNuffield Department of Population HealthUniversity of OxfordUnited Kingdom
- Medical Research Council Population Health Research UnitNuffield Department of Population HealthUniversity of OxfordOxfordUnited Kingdom
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13
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Singleton MJ, German CA, Carnethon M, Soliman EZ, Bertoni AG, Yeboah J. Race, Body Mass Index, and the Risk of Atrial Fibrillation: The Multi-Ethnic Study of Atherosclerosis. J Am Heart Assoc 2020; 10:e018592. [PMID: 33382342 PMCID: PMC7955459 DOI: 10.1161/jaha.120.018592] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Background Higher body mass index (BMI) is associated with increased risk of incident atrial fibrillation (AF), but it is not known whether this relationship varies by race/ethnicity. Methods and Results Eligible participants (6739) from MESA (Multi‐Ethnic Study of Atherosclerosis) were surveilled for incident AF using MESA hospital surveillance, scheduled MESA study ECG, and Medicare claims data. After a median 13.8 years of follow‐up, 970 participants (14.4%) had incident AF. With BMI modeled categorically in a Cox proportional hazards model, only those with grade II and grade III obesity had increased risks of AF (hazard ratio [HR], 1.50; 95% CI, 1.14–1.98, P=0.004 for grade II obesity and HR, 2.13; 95% CI, 1.48–3.05, P<0.0001 for grade III obesity). The relationship between BMI and AF risk was J‐shaped. However, the risk of AF as a function of BMI varied substantially by race/ethnicity (P value for interaction=0.02), with Chinese‐American participants having a much higher risk of AF with higher BMI and Black participants having minimal increased risk of AF with higher BMI. Conclusions Obesity is associated with an increased risk of incident AF, but the relationship between BMI and the risk of AF is J‐shaped and this relationship differs by race/ethnicity, such that Chinese‐American participants have a more pronounced increased risk of AF with higher BMI, while Black participants have minimal increased risk. Further exploration of the differential effects of BMI by race/ethnicity on cardiovascular outcomes is needed.
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Affiliation(s)
- Matthew J Singleton
- Section of Cardiology Department of Internal Medicine Wake Forest School of Medicine Winston-Salem NC
| | - Charles A German
- Section of Cardiology Department of Internal Medicine Wake Forest School of Medicine Winston-Salem NC
| | - Mercedes Carnethon
- Department of Preventive Medicine Northwestern University Feinberg School of Medicine Chicago IL
| | - Elsayed Z Soliman
- Section of Cardiology Department of Internal Medicine Wake Forest School of Medicine Winston-Salem NC.,Epidemiological Cardiology Research Center Wake Forest School of Medicine Winston-Salem NC
| | - Alain G Bertoni
- Department of Epidemiology and PreventionWake Forest School of Medicine Winston-Salem NC
| | - Joseph Yeboah
- Section of Cardiology Department of Internal Medicine Wake Forest School of Medicine Winston-Salem NC
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14
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Sohail H, Hassan SM, Yaqoob U, Hassan Z. The height as an independent risk factor of atrial fibrillation: A review. Indian Heart J 2020; 73:22-25. [PMID: 33714405 PMCID: PMC7961249 DOI: 10.1016/j.ihj.2020.11.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 10/16/2020] [Accepted: 11/07/2020] [Indexed: 12/04/2022] Open
Abstract
Atrial fibrillation (AF) is characterized by abnormal heart rhythm. Among other well-known associations, recent studies suggest an association of AF with height. Height is related to 50 diseases spanning different body systems, AF is one of them. Since AF, a heterogeneous disease process, is influenced by structural, neural, electrical, and hemodynamic factors, height alters this process through its contribution to increasing atrial and ventricular size, leading to altered conduction patterns, autonomic dysregulation, and development of AF. Multiple underlying mechanisms associate height with AF. Apart from these indirect mechanisms, genome-wide association studies suggest the involvement of the same genes in AF and growth pathways. Tall stature is independently associated with a higher risk of AF development in healthy individuals. Since adult height is achieved much earlier than the onset of AF, protective measures can be taken in individuals with increased height to monitor, manage, and prevent the progression of AF.
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Affiliation(s)
- Hamza Sohail
- Jinnah Sindh Medical University, Karachi, Pakistan.
| | | | - Uzair Yaqoob
- Dow University of Health Sciences, Karachi, Pakistan.
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15
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Levin MG, Judy R, Gill D, Vujkovic M, Verma SS, Bradford Y, Ritchie MD, Hyman MC, Nazarian S, Rader DJ, Voight BF, Damrauer SM. Genetics of height and risk of atrial fibrillation: A Mendelian randomization study. PLoS Med 2020; 17:e1003288. [PMID: 33031386 PMCID: PMC7544133 DOI: 10.1371/journal.pmed.1003288] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2020] [Accepted: 09/03/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Observational studies have identified height as a strong risk factor for atrial fibrillation, but this finding may be limited by residual confounding. We aimed to examine genetic variation in height within the Mendelian randomization (MR) framework to determine whether height has a causal effect on risk of atrial fibrillation. METHODS AND FINDINGS In summary-level analyses, MR was performed using summary statistics from genome-wide association studies of height (GIANT/UK Biobank; 693,529 individuals) and atrial fibrillation (AFGen; 65,446 cases and 522,744 controls), finding that each 1-SD increase in genetically predicted height increased the odds of atrial fibrillation (odds ratio [OR] 1.34; 95% CI 1.29 to 1.40; p = 5 × 10-42). This result remained consistent in sensitivity analyses with MR methods that make different assumptions about the presence of pleiotropy, and when accounting for the effects of traditional cardiovascular risk factors on atrial fibrillation. Individual-level phenome-wide association studies of height and a height genetic risk score were performed among 6,567 European-ancestry participants of the Penn Medicine Biobank (median age at enrollment 63 years, interquartile range 55-72; 38% female; recruitment 2008-2015), confirming prior observational associations between height and atrial fibrillation. Individual-level MR confirmed that each 1-SD increase in height increased the odds of atrial fibrillation, including adjustment for clinical and echocardiographic confounders (OR 1.89; 95% CI 1.50 to 2.40; p = 0.007). The main limitations of this study include potential bias from pleiotropic effects of genetic variants, and lack of generalizability of individual-level findings to non-European populations. CONCLUSIONS In this study, we observed evidence that height is likely a positive causal risk factor for atrial fibrillation. Further study is needed to determine whether risk prediction tools including height or anthropometric risk factors can be used to improve screening and primary prevention of atrial fibrillation, and whether biological pathways involved in height may offer new targets for treatment of atrial fibrillation.
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Affiliation(s)
- Michael G. Levin
- Division of Cardiovascular Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania, United States of America
| | - Renae Judy
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Dipender Gill
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, United Kingdom
- Centre for Pharmacology & Therapeutics, Department of Medicine, Imperial College London, London, United Kingdom
- Novo Nordisk Research Centre Oxford, Oxford, United Kingdom
- Clinical Pharmacology and Therapeutics Section, Institute of Medical and Biomedical Education and Institute for Infection and Immunity, St George’s, University of London, London, United Kingdom
- Clinical Pharmacology Group, Pharmacy and Medicines Directorate, St George’s University Hospitals NHS Foundation Trust, London, United Kingdom
| | - Marijana Vujkovic
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania, United States of America
| | - Shefali S. Verma
- Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
- Institute for Biomedical Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Yuki Bradford
- Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
- Institute for Biomedical Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
| | | | - Marylyn D. Ritchie
- Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
- Institute for Biomedical Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Matthew C. Hyman
- Division of Cardiovascular Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Saman Nazarian
- Division of Cardiovascular Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Daniel J. Rader
- Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
- Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
- Institute for Translational Medicine and Therapeutics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Benjamin F. Voight
- Department of Genetics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
- Institute for Translational Medicine and Therapeutics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
- Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Scott M. Damrauer
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania, United States of America
- Department of Surgery, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, United States of America
- * E-mail:
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16
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Fenger-Grøn M, Vinter N, Frost L. Body mass and atrial fibrillation risk: Status of the epidemiology concerning the influence of fat versus lean body mass. Trends Cardiovasc Med 2020; 30:205-211. [DOI: 10.1016/j.tcm.2019.05.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Revised: 05/20/2019] [Accepted: 05/27/2019] [Indexed: 12/29/2022]
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17
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Carbone S, Lavie CJ, Nattel S. Editorial Commentary: Obesity, body composition and atrial fibrillation. Trends Cardiovasc Med 2020; 30:212-214. [DOI: 10.1016/j.tcm.2019.06.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2019] [Accepted: 06/22/2019] [Indexed: 12/15/2022]
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18
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Worm MS, Bager CL, Blair JPM, Secher NH, Riis BJ, Christiansen C, Nielsen HB. Atrial fibrillation is associated with lean body mass in postmenopausal women. Sci Rep 2020; 10:573. [PMID: 31953421 PMCID: PMC6969182 DOI: 10.1038/s41598-019-57167-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2019] [Accepted: 12/16/2019] [Indexed: 12/14/2022] Open
Abstract
This study investigated the association between body composition and risk of atrial fibrillation (AF) in postmenopausal women. In a retrospective analysis we assessed data from 5704 postmenopausal women (age 70.7 ± 6.5 yrs.) who in 1999–2001 participated in The Prospective Epidemiological Risk Factor study with body composition assessed by dual-energy X-ray absorptiometry. Outcomes were obtained from Danish Health Registries and body composition association to risk of AF was evaluated by univariable and multivariable Cox Hazard regression. 850 women developed AF after baseline. High lean body mass was associated with increased risk of AF in multivariable analyses, adjusting for body mass index (BMI), height or weight (adjusted for: BMI, hazard ratio (HR) 1.49, 95% Confidence Interval (1.22–1.80); height, HR 1.27 (1.03–1.56); weight, 1.33 (1.06–1.65)). Height and weight were associated with increased risk of AF in multivariable analyses adjusting for body composition measures. When adjusting for total lean mass, only height remained statistically significant (HR 1.34 (1.09–1.64)). In a cohort of elderly Caucasian women, high lean body mass, height and weight were associated with increased risk of AF and the variables remained significant after adjusting for age and other known risk factors of AF.
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Affiliation(s)
- Marie S Worm
- Proscion, Herlev, Denmark. .,Department of Anaesthesia, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark.
| | | | | | - Niels H Secher
- Department of Anaesthesia, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
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19
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Hou L, Xu M, Yu Y, Sun X, Liu X, Liu L, Li Y, Yuan T, Li W, Li H, Xue F. Exploring the causal pathway from ischemic stroke to atrial fibrillation: a network Mendelian randomization study. Mol Med 2020; 26:7. [PMID: 31941463 PMCID: PMC6964084 DOI: 10.1186/s10020-019-0133-y] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Accepted: 12/26/2019] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND AND PURPOSE Previous studies have found ischemic stroke is associated with atrial fibrillation. However, the causal association between ischemic stroke and atrial fibrillation is not clear. Furthermore, the network relationship among ischemic stroke, atrial fibrillation and its risk factors need further attention. This study aims to examine the potential causal association between ischemic stroke and atrial fibrillation and further to explore potential mediators in the causal pathway from ischemic stroke to atrial fibrillation. METHODS Summary statistics from the ISGC (case = 10,307 and control = 19,326) were used as ischemic stroke genetic instruments, AFGen Consortium data (case = 65,446 and control = 522,744) were used for atrial fibrillation, and other consortia data were used for potential mediators (fasting insulin, white blood cell count, procalcitonin, systolic and diastolic blood pressure, body mass index, waist circumference, and height). Under the framework of network Mendelian randomization, two-sample Mendelian randomization study was performed using summary statistics from several genome-wide association studies. Inverse-variance weighted method was performed to estimate causal effect. RESULTS Blood pressure mediates the causal pathways from ischemic stroke to atrial fibrillation. The total odds ratio of ischemic stroke on atrial fibrillation was 1.05 (95% confidence interval [CI], 1.02 to 1.07; P = 1.3 × 10-5). One-unit increase of genetically determined ischemic stroke was associated with 0.02 (DBP: 95% CI, 0.001 to 0.034, P = 0.029; SBP: 95% CI, 0.006 to 0.034, P = 0.003) upper systolic and diastolic blood pressure levels. Higher genetically determined systolic and diastolic blood pressure levels were associated with higher atrial fibrillation risk (DBP: RR, 1.18; 95% CI, 1.03 to 1.35; P = 0.012. SBP: RR, 1.18; 95% CI, 1.01 to 1.38; P = 0.04). Specially, we also found the bidirectional causality between blood pressure and ischemic stroke. CONCLUSIONS Our study provided a strong evidence that raised blood pressure in stroke patients increases the risk of atrial fibrillation and active acute blood pressure lowering can improve the outcome in ischemic stroke patients.
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Affiliation(s)
- Lei Hou
- Healthcare Big Data Institute of Shandong University, Jinan, 250000, People's Republic of China
- Department of Epidemiology and Health Statistics, School of Public Health, Shandong University, 44 Wenhua West Road, Jinan, 250000, Shandong province, People's Republic of China
| | - Mingqing Xu
- Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, 200030, People's Republic of China
| | - Yuanyuan Yu
- Healthcare Big Data Institute of Shandong University, Jinan, 250000, People's Republic of China
- Department of Epidemiology and Health Statistics, School of Public Health, Shandong University, 44 Wenhua West Road, Jinan, 250000, Shandong province, People's Republic of China
| | - Xiaoru Sun
- Healthcare Big Data Institute of Shandong University, Jinan, 250000, People's Republic of China
- Department of Epidemiology and Health Statistics, School of Public Health, Shandong University, 44 Wenhua West Road, Jinan, 250000, Shandong province, People's Republic of China
| | - Xinhui Liu
- Healthcare Big Data Institute of Shandong University, Jinan, 250000, People's Republic of China
- Department of Epidemiology and Health Statistics, School of Public Health, Shandong University, 44 Wenhua West Road, Jinan, 250000, Shandong province, People's Republic of China
| | - Lu Liu
- Healthcare Big Data Institute of Shandong University, Jinan, 250000, People's Republic of China
- Department of Epidemiology and Health Statistics, School of Public Health, Shandong University, 44 Wenhua West Road, Jinan, 250000, Shandong province, People's Republic of China
| | - Yunxia Li
- Healthcare Big Data Institute of Shandong University, Jinan, 250000, People's Republic of China
- Department of Epidemiology and Health Statistics, School of Public Health, Shandong University, 44 Wenhua West Road, Jinan, 250000, Shandong province, People's Republic of China
| | - Tonghui Yuan
- Healthcare Big Data Institute of Shandong University, Jinan, 250000, People's Republic of China
- Department of Epidemiology and Health Statistics, School of Public Health, Shandong University, 44 Wenhua West Road, Jinan, 250000, Shandong province, People's Republic of China
| | - Wenchao Li
- Healthcare Big Data Institute of Shandong University, Jinan, 250000, People's Republic of China
- Department of Epidemiology and Health Statistics, School of Public Health, Shandong University, 44 Wenhua West Road, Jinan, 250000, Shandong province, People's Republic of China
| | - Hongkai Li
- Healthcare Big Data Institute of Shandong University, Jinan, 250000, People's Republic of China.
- Department of Epidemiology and Health Statistics, School of Public Health, Shandong University, 44 Wenhua West Road, Jinan, 250000, Shandong province, People's Republic of China.
- School of Mathematical Sciences, Peking University, Beijing, People's Republic of China, 100000.
| | - Fuzhong Xue
- Healthcare Big Data Institute of Shandong University, Jinan, 250000, People's Republic of China.
- Department of Epidemiology and Health Statistics, School of Public Health, Shandong University, 44 Wenhua West Road, Jinan, 250000, Shandong province, People's Republic of China.
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Massera D, Xu S, Walker MD, Valderrábano RJ, Mukamal KJ, Ix JH, Siscovick DS, Tracy RP, Robbins JA, Biggs ML, Xue X, Kizer JR. Biochemical markers of bone turnover and risk of incident hip fracture in older women: the Cardiovascular Health Study. Osteoporos Int 2019; 30:1755-1765. [PMID: 31227885 PMCID: PMC6717520 DOI: 10.1007/s00198-019-05043-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2019] [Accepted: 06/03/2019] [Indexed: 10/26/2022]
Abstract
UNLABELLED The relationships of osteocalcin (OC) and C-telopeptide of type I collagen (CTX) with long-term incidence of hip fracture were examined in 1680 post-menopausal women from a population-based study. CTX, but not OC, levels were associated with incident hip fracture in these participants, a relationship characterized by an inverted U-shape. INTRODUCTION We sought to investigate the relationships of OC, a marker of bone formation, and CTX, a marker of bone resorption, with long-term incidence of hip fracture in older women. METHODS We included 1680 women from the population-based Cardiovascular Health Study (mean [SD] age 74.5 [5.0] years). The longitudinal association of both markers with incidence of hip fracture was examined using multivariable Cox models. RESULTS During a median follow-up of 12.3 years, 288 incident hip fractures occurred. Linear spline analysis did not demonstrate an association between OC levels and incident hip fracture. By contrast, increasing levels of CTX up to the middle-upper range were associated with a significantly greater risk of hip fracture (HR = 1.52 per SD increment, 95% CI = 1.10-2.09), while further increases were associated with a marginally non-significant lower risk (HR = 0.80 per SD increment, 95% CI = 0.63-1.01), after full adjustment for potential confounders. In analyses of quartiles, CTX exhibited a similar inverted U-shaped relationship with incident fracture after adjustment, with a significant association observed only for the comparison of quartile 3 to quartile 1 (HR = 1.63, 95% CI = 1.10-2.43). In a subset with available measures, both OC and CTX were inversely associated with bone mineral density of the hip. CONCLUSION CTX, but not OC, levels were associated with incident hip fracture in post-menopausal women, a relationship characterized by an inverted U-shape. These findings highlight the complex relationship of bone turnover markers with hip fracture risk.
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Affiliation(s)
- D Massera
- New York University School of Medicine, New York, NY, USA
| | - S Xu
- Albert Einstein College of Medicine, Bronx, NY, USA
| | - M D Walker
- College of Physicians and Surgeons, Columbia University, New York, NY, USA
| | | | - K J Mukamal
- Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - J H Ix
- University of California San Diego, San Diego, CA, USA
| | | | - R P Tracy
- University of Vermont, Burlington, VT, USA
| | - J A Robbins
- University of California Davis, Sacramento, CA, USA
| | - M L Biggs
- University of Washington, Seattle, WA, USA
| | - X Xue
- Albert Einstein College of Medicine, Bronx, NY, USA
| | - J R Kizer
- Cardiology Section, San Francisco Veterans Affairs Health Care System and University of California San Francisco, 4150 Clement St, San Francisco, CA, 94121, USA.
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21
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Tikkanen E, Gustafsson S, Knowles JW, Perez M, Burgess S, Ingelsson E. Body composition and atrial fibrillation: a Mendelian randomization study. Eur Heart J 2019; 40:1277-1282. [PMID: 30721963 PMCID: PMC6475522 DOI: 10.1093/eurheartj/ehz003] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2018] [Revised: 08/19/2018] [Accepted: 01/03/2019] [Indexed: 01/10/2023] Open
Abstract
AIMS Increases in fat-free mass and fat mass have been associated with higher risk of atrial fibrillation (AF) in observational studies. It is not known whether these associations reflect independent causal processes. Our aim was to evaluate independent causal roles of fat-free mass and fat mass on AF. METHODS AND RESULTS We conducted a large observational study to estimate the associations between fat-free mass and fat mass on incident AF in the UK Biobank (N = 487 404, N events = 10 365). Genome-wide association analysis was performed to obtain genetic instruments for Mendelian randomization (MR). We evaluated the causal effects of fat-free mass and fat mass on AF with two-sample method by using genetic associations from AFGen consortium as outcome. Finally, we evaluated independent causal effects of fat-free mass and fat mass with multivariate MR. Both fat-free mass and fat mass had observational associations with incident AF [hazard ratio (HR) = 1.77, 95% confidence interval (CI) 1.72-1.83; HR = 1.40, 95% CI 1.37-1.43 per standard deviation increase in fat-free and fat mass, respectively]. The causal effects using the inverse-variance weighted method were 1.55 (95% CI 1.38-1.75) for fat-free mass and 1.30 (95% CI 1.17-1.45) for fat mass. Weighted median, Egger regression, and penalized methods showed similar estimates. The multivariate MR analysis suggested that the causal effects of fat-free and fat mass were independent of each other (causal risk ratios: 1.37, 95% CI 1.06-1.75; 1.28, 95% CI 1.03-1.58). CONCLUSION Genetically programmed increases in fat-free mass and fat mass independently cause an increased risk of AF.
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Affiliation(s)
- Emmi Tikkanen
- Division of Cardiovascular Medicine, Department of Medicine, Stanford University School of Medicine, 300 Pasteur Dr, Stanford, CA, USA
- Stanford Cardiovascular Institute, Stanford University, 300 Pasteur Dr, Stanford, CA, USA
| | - Stefan Gustafsson
- Department of Medical Sciences, Molecular Epidemiology and Science for Life Laboratory, Uppsala University, EpiHubben, MTC-huset, Uppsala, Sweden
| | - Joshua W Knowles
- Division of Cardiovascular Medicine, Department of Medicine, Stanford University School of Medicine, 300 Pasteur Dr, Stanford, CA, USA
- Stanford Cardiovascular Institute, Stanford University, 300 Pasteur Dr, Stanford, CA, USA
- Stanford Diabetes Research Center, Stanford University, 300 Pasteur Dr, Stanford, CA, USA
| | - Marco Perez
- Division of Cardiovascular Medicine, Department of Medicine, Stanford University School of Medicine, 300 Pasteur Dr, Stanford, CA, USA
| | - Stephen Burgess
- MRC Biostatistics Unit, Cambridge Institute of Public Health, University of Cambridge, Forvie Site, Robinson Way, Cambridge Biomedical Campus, Cambridge, UK
- Department of Public Health and Primary Care, University of Cambridge, Strangeways Research Laboratory, Worts Causeway, Cambridge, UK
| | - Erik Ingelsson
- Division of Cardiovascular Medicine, Department of Medicine, Stanford University School of Medicine, 300 Pasteur Dr, Stanford, CA, USA
- Stanford Cardiovascular Institute, Stanford University, 300 Pasteur Dr, Stanford, CA, USA
- Department of Medical Sciences, Molecular Epidemiology and Science for Life Laboratory, Uppsala University, EpiHubben, MTC-huset, Uppsala, Sweden
- Stanford Diabetes Research Center, Stanford University, 300 Pasteur Dr, Stanford, CA, USA
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22
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Impacts of the body size on the left atrial wall thickness and atrial fibrillation recurrence after catheter ablation. Heart Vessels 2019; 34:1351-1359. [DOI: 10.1007/s00380-019-01357-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2018] [Accepted: 02/01/2019] [Indexed: 12/27/2022]
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23
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Massera D, Biggs ML, Walker MD, Mukamal KJ, Ix JH, Djousse L, Valderrábano RJ, Siscovick DS, Tracy RP, Xue X, Kizer JR. Biochemical Markers of Bone Turnover and Risk of Incident Diabetes in Older Women: The Cardiovascular Health Study. Diabetes Care 2018; 41:1901-1908. [PMID: 30002202 PMCID: PMC6105330 DOI: 10.2337/dc18-0849] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Accepted: 06/18/2018] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To investigate the relationship of osteocalcin (OC), a marker of bone formation, and C-terminal cross-linked telopeptide of type I collagen (CTX), a marker of bone resorption, with incident diabetes in older women. RESEARCH DESIGN AND METHODS The analysis included 1,455 female participants from the population-based Cardiovascular Health Study (CHS) (mean [SD] age 74.6 [5.0] years). The cross-sectional association of serum total OC and CTX levels with insulin resistance (HOMA-IR) was examined using multiple linear regression. The longitudinal association of both markers with incident diabetes, defined by follow-up glucose measurements, medications, and ICD-9 codes, was examined using multivariable Cox proportional hazards models. RESULTS OC and CTX were strongly correlated (r = 0.80). In cross-sectional analyses, significant or near-significant inverse associations with HOMA-IR were observed for continuous levels of OC (β = -0.12 per SD increment; P = 0.004) and CTX (β = -0.08 per SD; P = 0.051) after full adjustment for demographic, lifestyle, and clinical covariates. During a median follow-up of 11.5 years, 196 cases of incident diabetes occurred. After full adjustment, both biomarkers exhibited inverse associations with incident diabetes (OC: hazard ratio 0.85 per SD [95% CI 0.71-1.02; P = 0.075]; CTX: 0.82 per SD [0.69-0.98; P = 0.031]), associations that were comparable in magnitude and approached or achieved statistical significance. CONCLUSIONS In late postmenopausal women, lower OC and CTX levels were associated with similarly increased risks of insulin resistance at baseline and incident diabetes over long-term follow-up. Further research to delineate the mechanisms linking abnormal bone homeostasis and energy metabolism could uncover new approaches for the prevention of these age-related disorders.
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Affiliation(s)
- Daniele Massera
- Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY
| | | | - Marcella D Walker
- Columbia University Vagelos College of Physicians and Surgeons, New York, NY
| | | | - Joachim H Ix
- University of California San Diego, San Diego, CA
| | | | | | | | | | - Xiaonan Xue
- Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY
| | - Jorge R Kizer
- Albert Einstein College of Medicine and Montefiore Medical Center, Bronx, NY
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24
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Berge T, Lyngbakken MN, Ihle-Hansen H, Brynildsen J, Pervez MO, Aagaard EN, Vigen T, Kvisvik B, Christophersen IE, Steine K, Omland T, Smith P, Røsjø H, Tveit A. Prevalence of atrial fibrillation and cardiovascular risk factors in a 63-65 years old general population cohort: the Akershus Cardiac Examination (ACE) 1950 Study. BMJ Open 2018; 8:e021704. [PMID: 30068617 PMCID: PMC6074624 DOI: 10.1136/bmjopen-2018-021704] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVES To investigate the sex-specific prevalence of atrial fibrillation (AF), including subclinical AF found by screening in a general population aged 63-65 years. The prevalence of cardiovascular risk factors and their association with AF will also be investigated. DESIGN Cross-sectional analysis of an observational, prospective, longitudinal, population-based cohort study. SETTING General population in Akershus county, Norway. PARTICIPANTS Women and men born in 1950. We included 3706 of 5827 eligible individuals (63.6%); 48.8% were women. METHODS All participants underwent extensive cardiovascular examinations, including 12-lead ECG. History of AF and other cardiovascular diseases were self-reported. Subsequent validation of all reported or detected AF diagnoses was performed. RESULTS Mean age was 63.9±0.7 years. Prevalence of ECG-verified AF was 4.5% (women 2.4%, men 6.4%; p<0.001), including screen-detected AF in 0.3% (women 0.1%, men 0.6%; p<0.01). Hypertension was found in 62.0% (women 57.8%, men 66.0%; p<0.001). Overweight or obesity was found in 67.6% (women 59.8%, men 74.9%; p<0.001). By multivariate logistic regression, risk factors associated with AF were height (OR 1.67 per 10 cm; 95% CI 1.26 to 2.22; p<0.001), weight (OR 1.15 per 10 kg; 95% CI 1.01 to 1.30; p=0.03), hypertension (OR 2.49; 95% CI 1.61 to 3.86; p<0.001), heart failure (OR 3.51; 95% CI 1.71 to 7.24; p=0.001), reduced estimated glomerular filtration rate (OR 2.56; 95% CI 1.42 to 4.60; p<0.01) and at least one first-degree relative with AF (OR 2.32; 95% CI 1.63 to 3.31; p<0.001), whereas male sex was not significantly associated (OR 1.00; 95% CI 0.59 to 1.68; p=0.99). CONCLUSION In this cohort from the general population aged 63-65 years, we found a higher prevalence of known AF than previously reported below the age of 65 years. The additional yield of single time point screening for AF was low. Body size and comorbidity may explain most of the sex difference in AF prevalence at this age. TRIAL REGISTRATION NUMBER NCT01555411; Results.
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Affiliation(s)
- Trygve Berge
- Department of Medical Research, Bærum Hospital, Vestre Viken Hospital Trust, Gjettum, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Magnus Nakrem Lyngbakken
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Division of Medicine, Akershus University Hospital, Lorenskog, Norway
| | - Håkon Ihle-Hansen
- Department of Medical Research, Bærum Hospital, Vestre Viken Hospital Trust, Gjettum, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Jon Brynildsen
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Division of Medicine, Akershus University Hospital, Lorenskog, Norway
| | - Mohammad Osman Pervez
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Division of Medicine, Akershus University Hospital, Lorenskog, Norway
| | - Erika Nerdrum Aagaard
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Division of Medicine, Akershus University Hospital, Lorenskog, Norway
| | - Thea Vigen
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Division of Medicine, Akershus University Hospital, Lorenskog, Norway
| | - Brede Kvisvik
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Division of Medicine, Akershus University Hospital, Lorenskog, Norway
| | | | - Kjetil Steine
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Division of Medicine, Akershus University Hospital, Lorenskog, Norway
| | - Torbjørn Omland
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Division of Medicine, Akershus University Hospital, Lorenskog, Norway
| | - Pål Smith
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Division of Medicine, Akershus University Hospital, Lorenskog, Norway
| | - Helge Røsjø
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Division of Medicine, Akershus University Hospital, Lorenskog, Norway
| | - Arnljot Tveit
- Department of Medical Research, Bærum Hospital, Vestre Viken Hospital Trust, Gjettum, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
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25
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Marott JL, Skielboe AK, Dixen U, Friberg JB, Schnohr P, Jensen GB. Increasing population height and risk of incident atrial fibrillation: the Copenhagen City Heart Study. Eur Heart J 2018; 39:4012-4019. [DOI: 10.1093/eurheartj/ehy367] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Accepted: 06/12/2018] [Indexed: 12/31/2022] Open
Affiliation(s)
- Jacob Louis Marott
- The Copenhagen City Heart Study, Copenhagen University Hospital Frederiksberg, Nordre Fasanvej 57, Frederiksberg, Denmark
| | - Ane Katrine Skielboe
- Department of Cardiology, Copenhagen University Hospital Hvidovre, Kettegård Alle 30, Hvidovre, Denmark
| | - Ulrik Dixen
- Department of Cardiology, Copenhagen University Hospital Hvidovre, Kettegård Alle 30, Hvidovre, Denmark
| | - Jens Birkedal Friberg
- Department of Cardiology, Copenhagen University Hospital Hvidovre, Kettegård Alle 30, Hvidovre, Denmark
| | - Peter Schnohr
- The Copenhagen City Heart Study, Copenhagen University Hospital Frederiksberg, Nordre Fasanvej 57, Frederiksberg, Denmark
| | - Gorm Boje Jensen
- The Copenhagen City Heart Study, Copenhagen University Hospital Frederiksberg, Nordre Fasanvej 57, Frederiksberg, Denmark
- National Institute of Public Health, University of Southern Denmark, Studiestræde 6, Copenhagen, Denmark
- Section of Cardiology, Department of Medicine, Holbæk Hospital, Smedelundsgade 60, Holbæk, Denmark
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26
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Andersen K, Rasmussen F, Neovius M, Tynelius P, Sundström J. Body size and risk of atrial fibrillation: a cohort study of 1.1 million young men. J Intern Med 2018; 283:346-355. [PMID: 29178512 DOI: 10.1111/joim.12717] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
BACKGROUND Whilst tall stature has been related to lower risk of vascular disease, it has been proposed as a risk factor for atrial fibrillation. Little is known about other anthropometric measures and their joint effects on risk of atrial fibrillation. OBJECTIVES We aim to investigate associations and potential joint effects of height, weight, body surface area (BSA) and body mass index (BMI) with risk of atrial fibrillation. METHODS In a cohort covering 1 153 151 18-year-old men participating in the Swedish military conscription (1972-1995), Cox regression was used to investigate associations of height, weight, BSA and BMI with risk of atrial fibrillation. RESULTS During a median of 26.3 years of follow-up, higher height was associated with higher risk of atrial fibrillation (hazard ratio [HR] 2.80; 95% CI 2.63-2.98; for 5th vs. 1st quintile) and so was larger BSA (HR 3.05; 95% CI 2.82-3.28; for 5th vs. 1st quintile). Higher weight and BMI were to a lesser extent associated with risk of atrial fibrillation (BMI: 1.42; 95% CI 1.33-1.52, for 5th vs. 1st quintile). We found a multiplicative joint effect of height and weight. Adjusting for muscle strength, exercise capacity and diseases related to atrial fibrillation attenuated these measures. CONCLUSIONS Higher height and weight are strongly associated with higher risk of atrial fibrillation. These associations are multiplicative and independent of each other and are summarized in a strong association of body surface area with risk of atrial fibrillation. The mechanisms remain unknown but may involve increased atrial volume load with larger body size.
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Affiliation(s)
- K Andersen
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - F Rasmussen
- Department of Health Sciences, Lund University, Lund, Sweden
| | - M Neovius
- Clinical Epidemiology Unit, Department of Medicine, Karolinska Institutet, Stockholm, Sweden
| | - P Tynelius
- Department of Public Health Sciences, Karolinska Institutet, Stockholm, Sweden.,Centre for Epidemiology and Community Medicine, Stockholm County Council, Stockholm, Sweden
| | - J Sundström
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden.,Uppsala Clinical Research Center, Uppsala University, Uppsala, Sweden
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27
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Crump C, Sundquist J, Winkleby MA, Sundquist K. Height, Weight, and Aerobic Fitness Level in Relation to the Risk of Atrial Fibrillation. Am J Epidemiol 2018; 187:417-426. [PMID: 28641376 PMCID: PMC6075081 DOI: 10.1093/aje/kwx255] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2017] [Revised: 04/08/2017] [Accepted: 04/10/2017] [Indexed: 12/12/2022] Open
Abstract
Tall stature and obesity have been associated with a higher risk of atrial fibrillation (AF), but there have been conflicting reports of the effects of aerobic fitness. We conducted a national cohort study to examine interactions between height or weight and level of aerobic fitness among 1,547,478 Swedish military conscripts during 1969-1997 (97%-98% of all 18-year-old men) in relation to AF identified from nationwide inpatient and outpatient diagnoses through 2012 (maximal age, 62 years). Increased height, weight, and aerobic fitness level (but not muscular strength) at age 18 years were all associated with a higher AF risk in adulthood. Positive additive and multiplicative interactions were found between height or weight and aerobic fitness level (for the highest tertiles of height and aerobic fitness level vs. the lowest, relative excess risk = 0.51, 95% confidence interval (CI): 0.40, 0.62; ratio of hazard ratios = 1.50, 95% CI: 1.34, 1.65). High aerobic fitness levels were associated with higher risk among men who were at least 186 cm (6 feet, 1 inch) tall but were protective among shorter men. Men with the combination of tall stature and high aerobic fitness level had the highest risk (for the highest tertiles vs. the lowest, adjusted hazard ratio = 1.70, 95% CI: 1.61, 1.80). These findings suggest important interactions between body size and aerobic fitness level in relation to AF and may help identify high-risk subgroups.
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Affiliation(s)
- Casey Crump
- Alfred and Gail Engelberg Department of Family Medicine and Community Health, Icahn School of Medicine at Mount Sinai, New York, New York
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Jan Sundquist
- Alfred and Gail Engelberg Department of Family Medicine and Community Health, Icahn School of Medicine at Mount Sinai, New York, New York
- Center for Primary Health Care Research, Department of Clinical Sciences, Faculty of Medicine, Lund University, Malmö, Sweden
| | - Marilyn A Winkleby
- Stanford Prevention Research Center, Stanford University School of Medicine, Stanford, California
| | - Kristina Sundquist
- Alfred and Gail Engelberg Department of Family Medicine and Community Health, Icahn School of Medicine at Mount Sinai, New York, New York
- Center for Primary Health Care Research, Department of Clinical Sciences, Faculty of Medicine, Lund University, Malmö, Sweden
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28
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Abstract
Background A large body size in early adult life has been associated with an increased risk of atrial fibrillation (AF) later in life in men; however, this has not yet been investigated in women. DESIGN Prospective cohort study. METHODS We included all women in the Swedish Medical Birth Registry with known weight and height from 1982 to 2014. The main exposure body surface area (BSA) was calculated as the square root of (height [cm] × weight [kg]/3600). Information on hospital diagnoses of AF were obtained from the Patient Registry. The study population comprised 1,522,329 women (mean age 28.3 years). RESULTS A total of 6993 women (0.5%) were diagnosed with AF during a maximum follow-up of 33.6 years (mean 16.6 years, confidence interval [CI] 16.6-16.6). Risk of AF rose linearly with increasing BSA, body mass index (BMI) and height, with up to a threefold increased risk in the biggest women. Hazard ratios associated with BSA were 1.21 (95% CI 1.12-1.30), 1.45 (95% CI 1.35-1.56) and 2.11 (95% CI 1.97-2.26) when comparing the second, third and fourth quartiles, respectively, with the first. The elevated risk persisted after stratifying for different levels of BMI, even among women with low-normal BMI. Conclusion A larger body size measured early in adulthood was, independent from BMI, associated with an increased risk of AF in women during follow-up of up to 33 years.
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Affiliation(s)
- Christina E Persson
- 1 Department of Molecular and Clinical Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Martin Adiels
- 2 Sahlgrenska Academy, Health Metrics unit, Gothenburg, Sweden
| | - Lena Björck
- 1 Department of Molecular and Clinical Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.,3 Sahlgrenska University Hospital/Östra, Gothenburg, Sweden
| | - Annika Rosengren
- 1 Department of Molecular and Clinical Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.,3 Sahlgrenska University Hospital/Östra, Gothenburg, Sweden
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29
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Fenger-Grøn M, Overvad K, Tjønneland A, Frost L. Lean Body Mass Is the Predominant Anthropometric Risk Factor for Atrial Fibrillation. J Am Coll Cardiol 2017; 69:2488-2497. [PMID: 28521886 DOI: 10.1016/j.jacc.2017.03.558] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2016] [Revised: 02/27/2017] [Accepted: 03/14/2017] [Indexed: 01/16/2023]
Abstract
BACKGROUND Obesity is repeatedly emphasized as a risk factor for atrial fibrillation or flutter (AF). However, the underlying evidence may be questioned, as the obvious correlations between various anthropometric measures hamper identification of the characteristics that are biologically driving AF risk, and recent studies suggest that fat carries limited or no independent risk of AF. OBJECTIVES This study sought to assess mutually adjusted associations among AF risk and height, weight, body mass index, hip and waist circumference, waist-to-hip ratio, and bioelectrical impedance-derived measures of fat mass, lean body mass, and fat percentage. METHODS Anthropometric measures and self-reported life-style information were collected from 1993 to 1997 in a population-based cohort including 55,273 persons age 50 to 64 years who were followed in Danish registers until June 2013. RESULTS During a median of 17 years of follow-up, 3,868 persons developed AF. Adjusted hazard ratios per population SD difference (HRs) showed highly statistically significant, positive associations for all 9 anthropometric measures (HRs ranging from 1.08 [95% confidence interval (CI): 1.05 to 1.12] for waist-to-hip ratio to 1.37 [95% CI: 1.33 to 1.42] for lean body mass). Pairwise mutual adjustment of the 9 measures left the association for lean body mass virtually unchanged (lowest HR: 1.33 [95% CI: 1.28 to 1.39] when adjusting for height), whereas no other association remained substantial when adjusted for lean body mass (highest HR: 1.05 [95% CI: 1.01 to 1.10] for height). CONCLUSIONS Lean body mass was the predominant anthropometric risk factor for AF, whereas no association was observed for either of the obesity-related anthropometric measures after adjustment for lean body mass.
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Affiliation(s)
- Morten Fenger-Grøn
- Research Unit for General Practice and Section for General Medical Practice, Department of Public Health, Aarhus University, Aarhus, Denmark.
| | - Kim Overvad
- Section for Epidemiology, Department of Public Health, Aarhus University, Aarhus, Denmark; Department of Cardiology, Aalborg University Hospital, Aalborg, Denmark
| | | | - Lars Frost
- Department of Clinical Medicine, Aarhus University, Silkeborg Hospital, Denmark
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30
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Trevisan C, Maggi S, Curreri C, Nante G, Noale M, De Rui M, Perissinotto E, Sartori L, Zambon S, Crepaldi G, Manzato E, Sergi G. Anthropometric parameters and the incidence of atrial fibrillation in older people: the PRO.V.A study. Clin Cardiol 2017; 40:461-468. [PMID: 28191907 PMCID: PMC6490338 DOI: 10.1002/clc.22677] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2016] [Revised: 11/15/2016] [Accepted: 01/03/2017] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Atrial fibrillation (AF) has been associated with body size and central obesity, but the impact of different anthropometric measures in this relationship has been inadequately investigated. HYPOTHESIS In this study, we examined the association between baseline anthropometric parameters with the incidence of AF in older people, hypothesizing that body size could impact the onset of AF more than fat distribution. METHODS Our study included 1764 participants with a mean age of 74.3 ± 6.9 years and no AF at baseline. Body mass index (BMI), body height, body surface area (BSA), waist and hip circumference, waist-to-stature ratio, waist-to-hip ratio, and mid-upper arm circumference (MUAC) were measured by trained physicians. AF was assessed after a 4.4-year follow-up. RESULTS There were 115 new cases of AF observed after the follow-up. Taking lower values of these measures for reference, the adjusted AF risk was 2.42 (95% confidence interval [CI]:1.88-3.12) for the highest stature quartile, 1.36 (95% CI:1.15-1.62) for BMI ≥30 kg/m2 , 2.12 (95% CI:1.73-2.59) for the highest BSA quartile, 1.38 (95% CI: 1.21-1.56) for higher MUAC, and 1.39 (95% CI: 1.23-1.58, P < 0.0001) for higher hip circumference values. Central obesity did not seem to relevantly predict the onset of AF in our sample. Stature revealed the strongest impact on the onset of AF (5% higher risk of developing AF per 1 cm increase in height). CONCLUSIONS Body size, particularly tall stature and obesity, but not fat distribution, seems to be associated with the risk of AF in the elderly.
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Affiliation(s)
- Caterina Trevisan
- Department of Medicine (DIMED), Geriatrics DivisionUniversity of PadovaPadovaItaly
| | - Stefania Maggi
- National Research Council, Neuroscience InstitutePadovaItaly
| | - Chiara Curreri
- Department of Medicine (DIMED), Geriatrics DivisionUniversity of PadovaPadovaItaly
| | - Giovanni Nante
- Department of Medicine (DIMED), Geriatrics DivisionUniversity of PadovaPadovaItaly
| | - Marianna Noale
- National Research Council, Neuroscience InstitutePadovaItaly
| | - Marina De Rui
- Department of Medicine (DIMED), Geriatrics DivisionUniversity of PadovaPadovaItaly
| | - Egle Perissinotto
- Departments of Cardiac, Thoracic, and Vascular Sciences, Biostatistics, Epidemiology, and Public Health UnitUniversity of PadovaPadovaItaly
| | - Leonardo Sartori
- Department of Medicine (DIMED), Clinica Medica IUniversity of PadovaPadovaItaly
| | - Sabina Zambon
- National Research Council, Neuroscience InstitutePadovaItaly
- Department of Medicine (DIMED), Clinica Medica IUniversity of PadovaPadovaItaly
| | | | - Enzo Manzato
- Department of Medicine (DIMED), Geriatrics DivisionUniversity of PadovaPadovaItaly
- National Research Council, Neuroscience InstitutePadovaItaly
| | - Giuseppe Sergi
- Department of Medicine (DIMED), Geriatrics DivisionUniversity of PadovaPadovaItaly
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Maurer MS, Koh WJ, Bartz TM, Vullaganti S, Barasch E, Gardin JM, Gottdiener JS, Psaty BM, Kizer JR. Relation of the Myocardial Contraction Fraction, as Calculated from M-Mode Echocardiography, With Incident Heart Failure, Atherosclerotic Cardiovascular Disease and Mortality (Results from the Cardiovascular Health Study). Am J Cardiol 2017; 119:923-928. [PMID: 28073429 DOI: 10.1016/j.amjcard.2016.11.048] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2016] [Revised: 11/22/2016] [Accepted: 11/22/2016] [Indexed: 01/19/2023]
Abstract
We evaluated the association between 2-dimensional (2D) echocardiography (echo)-determined myocardial contraction fraction (MCF) and adverse cardiovascular outcomes including incident heart failure (HF), atherosclerotic cardiovascular disease (ASCVD), and mortality. The MCF, the ratio of left ventricular (LV) stroke volume (SV) to myocardial volume (MV), is a volumetric measure of myocardial shortening that can distinguish pathologic from physiological hypertrophy. Using 2D echo-guided M-mode data from the Cardiovascular Health Study, we calculated MCF in subjects with LV ejection fraction (EF) ≥55% and used Cox models to evaluate its association with incident HF, ASCVD, and all-cause mortality after adjusting for clinical and echo parameters. We assessed whether log2(SV) and log2(MV) were consistent with the expected 1:-1 ratio used in the definition of MCF. Among 2,147 participants (age 72 ± 5 years), average MCF was 59 ± 13%. After controlling for clinical and echo variables, each 10% absolute increment in MCF was associated with lower risk of HF (hazard ratio [HR] 0.88; 95% confidence interval [CI] 0.82, 0.94), ASCVD (HR 0.90; 95% CI 0.85, 0.95), and death (HR 0.93; 95% CI 0.89, 0.97). Moreover, the MCF was still significantly associated with ASCVD and mortality, but not HF, after adjustment for percent-predicted LV mass. Significant departure from the 1:-1 ratio was not observed for ASCVD or death, but did occur for HF, driven by a stronger association for MV than SV. In conclusion, among older adults without CVD or low LV ejection fraction, 2D echo-guided M-mode-derived MCF was independently associated with lower risk of adverse cardiovascular outcomes, but this ratiometric index may not capture the full relation that is apparent when its components are modeled separately in the case of HF.
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Body mass index, abdominal fatness, fat mass and the risk of atrial fibrillation: a systematic review and dose-response meta-analysis of prospective studies. Eur J Epidemiol 2017; 32:181-192. [PMID: 28194602 PMCID: PMC5380695 DOI: 10.1007/s10654-017-0232-4] [Citation(s) in RCA: 101] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2016] [Accepted: 02/01/2017] [Indexed: 12/18/2022]
Abstract
Different adiposity measures have been associated with increased risk of atrial fibrillation, however, results have previously only been summarized for BMI. We therefore conducted a systematic review and meta-analysis of prospective studies to clarify the association between different adiposity measures and risk of atrial fibrillation. PubMed and Embase databases were searched up to October 24th 2016. Summary relative risks (RRs) were calculated using random effects models. Twenty-nine unique prospective studies (32 publications) were included. Twenty-five studies (83,006 cases, 2,405,381 participants) were included in the analysis of BMI and atrial fibrillation. The summary RR was 1.28 (95% confidence interval: 1.20-1.38, I2 = 97%) per 5 unit increment in BMI, 1.18 (95% CI: 1.12-1.25, I2 = 73%, n = 5) and 1.32 (95% CI: 1.16-1.51, I2 = 91%, n = 3) per 10 cm increase in waist and hip circumference, respectively, 1.09 (95% CI: 1.02-1.16, I2 = 44%, n = 4) per 0.1 unit increase in waist-to-hip ratio, 1.09 (95% CI: 1.02-1.16, I2 = 94%, n = 4) per 5 kg increase in fat mass, 1.10 (95% CI: 0.92-1.33, I2 = 90%, n = 3) per 10% increase in fat percentage, 1.10 (95% CI: 1.08-1.13, I2 = 74%, n = 10) per 5 kg increase in weight, and 1.08 (95% CI: 0.97-1.19, I2 = 86%, n = 2) per 5% increase in weight gain. The association between BMI and atrial fibrillation was nonlinear, p nonlinearity < 0.0001, with a stronger association at higher BMI levels, however, increased risk was observed even at a BMI of 22-24 compared to 20. In conclusion, general and abdominal adiposity and higher body fat mass increase the risk of atrial fibrillation.
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