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Zhou D, Ye Z, Nie Z, Chen C, Luo S, Yan M, Wang J, Feng Y. Positive additive interaction effects of age, sex, obesity, and metabolic syndrome on left ventricular dysfunction. J Diabetes 2024; 16:e13478. [PMID: 37743094 PMCID: PMC10809287 DOI: 10.1111/1753-0407.13478] [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: 04/07/2023] [Revised: 08/18/2023] [Accepted: 09/03/2023] [Indexed: 09/26/2023] Open
Abstract
OBJECTIVE This study aims to explore the association between metabolic syndrome (MetS) and left ventricular diastolic dysfunction (LVDD) and systolic dysfunction (LVSD), defined by impaired global longitudinal strain (GLS), and assess additive and multiplicative interactions among age, sex, obesity, and MetS regarding LVDD and LVSD. METHODS We prospectively recruited 5503 participants from the China PEACE (Patient-Centered Evaluative Assessment of Cardiac Events) Million Persons Project with complete echocardiography exam. Multivariable logistic models were used to calculate adjusted odds ratios to evaluate both additive and multiplicative interactions. RESULTS The mean age was 56.59 years; 59.4% were women, 46.7% had MetS, 26.6% had left ventricular hypertrophy, 46.3% had LVDD, and 12.50% had impaired GLS. Compared to the non-MetS, the odds ratio (OR) of LVDD and impaired GLS in MetS were 1.40 (1.20-1.64) and 1.26 (1.03-1.54), respectively. For LVDD, relative excess risk due to additive interaction (RERI) for women and MetS, elderly and MetS, obesity and MetS were 0.76 (0.02-1.50), 35.65 (17.51-53.79), and 2.14 (0.66-3.62), respectively, thus suggesting additive interactions. For impaired GLS, RERI for obesity and MetS was 3.37 (0.50-6.24), thus suggesting additive interactions. CONCLUSIONS The MetS is independently associated with LVDD and impaired GLS. From the public health implications, prevention of MetS in women, elderly, and obese individuals might result in a greater reduction of LVDD and LVSD risk in cardiovascular high-risk population.
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Affiliation(s)
- Dan Zhou
- Department of CardiologyGuangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical UniversityGuangzhouChina
- Department of Internal MedicineShenzhen People's Hospital (The Second Clinical Medical College, Jinan University; the First Affiliated Hospital, Southern University of Science and Technology)ShenzhenChina
| | - Zhongwen Ye
- Zhuhai Center for Disease Control and PreventionZhuhaiChina
| | - Zhiqiang Nie
- Department of CardiologyGuangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical UniversityGuangzhouChina
- Global Health Research Center, Guangdong Provincial People's Hospital, Guangdong Academy of Medical SciencesSouthern Medical UniversityGuangzhouChina
| | - Chaolei Chen
- Department of CardiologyGuangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical UniversityGuangzhouChina
| | - Songyuan Luo
- Department of CardiologyGuangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical UniversityGuangzhouChina
| | - Mengqi Yan
- Department of CardiologyGuangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical UniversityGuangzhouChina
| | - Jiabin Wang
- Department of CardiologyGuangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical UniversityGuangzhouChina
- Global Health Research Center, Guangdong Provincial People's Hospital, Guangdong Academy of Medical SciencesSouthern Medical UniversityGuangzhouChina
| | - Yingqing Feng
- Department of CardiologyGuangdong Provincial Key Laboratory of Coronary Heart Disease Prevention, Guangdong Cardiovascular Institute, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical UniversityGuangzhouChina
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Burroughs Peña M, Swett K, Schneiderman N, Spevack DM, Ponce SG, Talavera GA, Kansal MM, Daviglus ML, Cai J, Hurwitz BE, Llabre MM, Rodriguez CJ. Cardiac structure and function with and without metabolic syndrome: the Echocardiographic Study of Latinos (Echo-SOL). BMJ Open Diabetes Res Care 2018; 6:e000484. [PMID: 30116540 PMCID: PMC6091897 DOI: 10.1136/bmjdrc-2017-000484] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2017] [Revised: 04/11/2018] [Accepted: 04/19/2018] [Indexed: 02/01/2023] Open
Abstract
OBJECTIVE We assessed the hypothesis that metabolic syndrome is associated with adverse changes in cardiac structure and function in participants of the Echocardiographic Study of Latinos (Echo-SOL). METHODS Non-diabetic Echo-SOL participants were included in this cross-sectional analysis. Metabolic syndrome was defined according to the American Heart Association/National Heart, Lung, and Blood Institute 2009 Joint Scientific Statement. Survey multivariable linear regression analyses using sampling weights were used adjusting for multiple potential confounding variables. Additional analysis was stratified according to the presence/absence of obesity (body mass index (BMI) ≥25 kg/m2) and the presence/absence of metabolic syndrome. RESULTS Within Echo-SOL, 1260 individuals met inclusion criteria (59% female; mean age 55.2 years). Compared with individuals without metabolic syndrome, those with metabolic syndrome had lower medial and lateral E' velocities (-0.4 cm/s, (SE 0.1), p=0.0002; -0.5 cm/s (0.2), p=0.02, respectively), greater E/E' (0.5(0.2), p=0.01) and worse two-chamber left ventricular longitudinal strain (0.9%(0.3), p=0.009), after adjusting for potential confounding variables. Increased left ventricular mass index (9.8 g/m2 (1.9), p<0.0001 and 7.5 g/m2 (1.7), p<0.0001), left ventricular end-diastolic volume (11.1 mL (3.0), p=0.0003 and 13.3 mL (2.7), p<0.0001), left ventricular end-systolic volume (5.0 mL (1.4), p=0.0004 and 5.7 mL (1.3) p<0.0001) and left ventricular stroke volume (10.2 mL (1.8), p<0.0001 and 13.0 mL (2.0), p<0.0001) were observed in obese individuals with and without metabolic syndrome compared with individuals with normal weight without metabolic syndrome. In sensitivity analyses, individuals with normal weight (BMI <25 kg/m2) and metabolic syndrome had worse left ventricular global longitudinal strain (2.1%(0.7), p=0.002) and reduced left ventricular ejection fraction (-3.5%(1.4), p=0.007) compared with normal-weight individuals without metabolic syndrome. CONCLUSIONS In a sample of US Hispanics/Latinos metabolic syndrome was associated with worse left ventricular systolic and diastolic function. Adverse changes in left ventricular size and function were observed in obese individuals with and without metabolic syndrome but decreased left ventricular function was also present in normal-weight individuals with metabolic syndrome.
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Affiliation(s)
| | - Katrina Swett
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Neil Schneiderman
- Department of Psychology, Miller School of Medicine, University of Miami, Miami, Florida, USA
| | - Daniel M Spevack
- Division of Cardiology, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Sonia G Ponce
- Department of Family and Preventive Medicine, University of California, San Diego, California, USA
| | - Gregory A Talavera
- Division of Health Promotion and Behavioral Science, Graduate School of Public Health, San Diego State University, San Diego, California, USA
| | - Mayank M Kansal
- Division of Cardiology, University of Illinois, Chicago, Illinois, USA
| | - Martha L Daviglus
- Institute for Minority Health Research, University of Illinois, Chapel Hill, USA
| | - Jianwen Cai
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Barry E Hurwitz
- Department of Psychology, Miller School of Medicine, University of Miami, Miami, Florida, USA
| | - Maria M Llabre
- Department of Psychology, Miller School of Medicine, University of Miami, Miami, Florida, USA
| | - Carlos J Rodriguez
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
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Seo JS, Jin HY, Jang JS, Yang TH, Kim DK, Kim DS. The Relationships between Body Mass Index and Left Ventricular Diastolic Function in a Structurally Normal Heart with Normal Ejection Fraction. J Cardiovasc Ultrasound 2017; 25:5-11. [PMID: 28400930 PMCID: PMC5385317 DOI: 10.4250/jcu.2017.25.1.5] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2015] [Revised: 02/06/2017] [Accepted: 02/21/2017] [Indexed: 02/07/2023] Open
Abstract
Background We conducted research to determine the effect of the weight on left ventricular (LV) diastolic function in Asians, who are at greater risk of cardiovascular events compared to individuals from Western countries with similar body mass indices (BMIs). Methods We studied 543 participants with structurally normal hearts and normal ejection fractions. Participants were classified as normal-weight (BMI < 23.0 kg/m2), overweight (BMI 23.0–27.4 kg/m2), or obese (BMI ≥ 27.5 kg/m2). Peak E velocity, peak A velocity, and E′ velocity were measured and E/E′ was calculated. Results Overweight participants had lower E than normal-weight participants (p = 0.001). E′ velocities in overweight and obese participants were less than those in normal weight participants (both p < 0.001). The E/E′ ratio in obese participants was higher compared to the value in normal-weight participants (p < 0.001) and overweight participants (p = 0.025). BMI was associated with E (R = −0.108), A (R = 0.123), E′ (R = −0.229), and E/E′ ratio (R = 0.138) (all p < 0.05). In multivariate analyses, BMI was independently associated with higher A, lower E′, and higher E/E′. The risk of diastolic dysfunction was significantly higher among overweight [adjusted odds ratio: 2.088; 95% confidence interval (CI): 1.348–3.235; p = 0.001] and obese participants (adjusted odds ratio: 5.910; 95% CI: 2.871–12.162; p < 0.001) compared to normal-weight participants. Conclusion Obesity and overweight independently predicted diastolic dysfunction. An optimal body weight lower than the universal cut-off is reasonable for preventing LV heart failure in Asians.
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Affiliation(s)
- Jeong-Sook Seo
- Division of Cardiology, Department of Internal Medicine, Busan Paik Hospital, Inje University, Busan, Korea
| | - Han-Young Jin
- Division of Cardiology, Department of Internal Medicine, Busan Paik Hospital, Inje University, Busan, Korea
| | - Jae-Sik Jang
- Division of Cardiology, Department of Internal Medicine, Busan Paik Hospital, Inje University, Busan, Korea
| | - Tae-Hyun Yang
- Division of Cardiology, Department of Internal Medicine, Busan Paik Hospital, Inje University, Busan, Korea
| | - Dae-Kyeong Kim
- Division of Cardiology, Department of Internal Medicine, Busan Paik Hospital, Inje University, Busan, Korea
| | - Dong-Soo Kim
- Division of Cardiology, Department of Internal Medicine, Busan Paik Hospital, Inje University, Busan, Korea
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Eun LY. Do We Understand Cardiovascular Issues in Children and Adolescents with Metabolic Syndrome? J Cardiovasc Ultrasound 2015; 23:8-9. [PMID: 25883750 PMCID: PMC4398790 DOI: 10.4250/jcu.2015.23.1.8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2015] [Revised: 03/11/2015] [Accepted: 03/11/2015] [Indexed: 11/22/2022] Open
Affiliation(s)
- Lucy Youngmin Eun
- Division of Pediatric Cardiology, Department of Pediatrics, Yonsei University College of Medicine, Seoul, Korea
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