Association of metabolically healthy obesity in young adulthood with myocardial structure and function

Background Obesity is major cause of cardiovascular diseases. Metabolically healthy obesity (MHO) may increase heart failure risk early in life, and may be reflected in impaired cardiac structure and function. Therefore, we aimed to examine the relationship between MHO in young adulthood and cardiac...

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Veröffentlicht in:International Journal of Obesity 2023-05, Vol.47 (5), p.399-405
Hauptverfasser: Wang, Peng, Liu, Menghui, Zhuang, Xiaodong, Guo, Yue, Xiong, Zhenyu, He, Lixiang, Cai, Xiaojie, Chen, Zhuohui, Peng, Longyun, Liao, Xinxue
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container_end_page 405
container_issue 5
container_start_page 399
container_title International Journal of Obesity
container_volume 47
creator Wang, Peng
Liu, Menghui
Zhuang, Xiaodong
Guo, Yue
Xiong, Zhenyu
He, Lixiang
Cai, Xiaojie
Chen, Zhuohui
Peng, Longyun
Liao, Xinxue
description Background Obesity is major cause of cardiovascular diseases. Metabolically healthy obesity (MHO) may increase heart failure risk early in life, and may be reflected in impaired cardiac structure and function. Therefore, we aimed to examine the relationship between MHO in young adulthood and cardiac structure and function. Methods A total of 3066 participants from the Coronary Artery Risk Development in Young Adults (CARDIA) study were included, who completed echocardiography in young adulthood and middle age. The participants were grouped by obesity status (body mass index ≥30 kg/m 2 ) and poor metabolic health (≥2 criteria for metabolic syndrome) into four metabolic phenotypes as follows: metabolically healthy non-obesity (MHN), MHO, metabolically unhealthy non-obesity (MUN), metabolically unhealthy obesity (MUO). The associations of the metabolic phenotypes (MHN serving as the reference) with left ventricular (LV) structure and function were evaluated using multiple linear regression models. Results At baseline, mean age was 25 years, 56.4% were women, and 44.7% were black. After a follow-up 25 years, MUN in young adulthood was associated with worse LV diastolic function (E/é ratio, β [95% CI], 0.73 [0.18, 1.28]), worse systolic function (global longitudinal strain [GLS], 0.60 [0.08, 1.12]) in comparison with MHN. MHO and MUO were associated with LV hypertrophy (LV mass index, 7.49 g/m 2 [4.63, 10.35]; 18.23 g/m 2 [12.47, 23.99], respectively), worse diastolic function (E/é ratio, 0.67 [0.31, 1.02]; 1.47 [0.79, 2.14], respectively), and worse systolic function (GLS, 0.72 [0.38, 1.06]; 1.35 [0.64, 2.05], respectively) in comparison with MHN. These results were consistent in several sensitivity analyses. Conclusions In this community-based cohort using data from the CARDIA study, obesity in young adulthood was significantly associated with LV hypertrophy, worse systolic and diastolic function regardless of metabolic status. Relationship of Baseline Metabolic Phenotypes with Young Adulthood and Midlife Cardiac Structure and Function. Adjusted for year 0 covariates: age, sex, race, educational level, smoking status, drinking status, and physical activity; metabolically healthy non-obesity was used as a reference category for comparison. † Criteria for metabolic syndrome are listed in Supplementary Table S6 . MUN metabolically unhealthy non-obesity, MHO metabolically healthy obesity, LVMi left ventricular mass index, LVEF left ventricular ejection fraction,
doi_str_mv 10.1038/s41366-023-01288-3
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Metabolically healthy obesity (MHO) may increase heart failure risk early in life, and may be reflected in impaired cardiac structure and function. Therefore, we aimed to examine the relationship between MHO in young adulthood and cardiac structure and function. Methods A total of 3066 participants from the Coronary Artery Risk Development in Young Adults (CARDIA) study were included, who completed echocardiography in young adulthood and middle age. The participants were grouped by obesity status (body mass index ≥30 kg/m 2 ) and poor metabolic health (≥2 criteria for metabolic syndrome) into four metabolic phenotypes as follows: metabolically healthy non-obesity (MHN), MHO, metabolically unhealthy non-obesity (MUN), metabolically unhealthy obesity (MUO). The associations of the metabolic phenotypes (MHN serving as the reference) with left ventricular (LV) structure and function were evaluated using multiple linear regression models. Results At baseline, mean age was 25 years, 56.4% were women, and 44.7% were black. After a follow-up 25 years, MUN in young adulthood was associated with worse LV diastolic function (E/é ratio, β [95% CI], 0.73 [0.18, 1.28]), worse systolic function (global longitudinal strain [GLS], 0.60 [0.08, 1.12]) in comparison with MHN. MHO and MUO were associated with LV hypertrophy (LV mass index, 7.49 g/m 2 [4.63, 10.35]; 18.23 g/m 2 [12.47, 23.99], respectively), worse diastolic function (E/é ratio, 0.67 [0.31, 1.02]; 1.47 [0.79, 2.14], respectively), and worse systolic function (GLS, 0.72 [0.38, 1.06]; 1.35 [0.64, 2.05], respectively) in comparison with MHN. These results were consistent in several sensitivity analyses. Conclusions In this community-based cohort using data from the CARDIA study, obesity in young adulthood was significantly associated with LV hypertrophy, worse systolic and diastolic function regardless of metabolic status. Relationship of Baseline Metabolic Phenotypes with Young Adulthood and Midlife Cardiac Structure and Function. Adjusted for year 0 covariates: age, sex, race, educational level, smoking status, drinking status, and physical activity; metabolically healthy non-obesity was used as a reference category for comparison. † Criteria for metabolic syndrome are listed in Supplementary Table S6 . MUN metabolically unhealthy non-obesity, MHO metabolically healthy obesity, LVMi left ventricular mass index, LVEF left ventricular ejection fraction, E/A early to late peak diastolic mitral flow velocity ratio, E/é mitral inflow velocity to early diastolic mitral annular velocity, CI confidence interval.</description><identifier>ISSN: 0307-0565</identifier><identifier>EISSN: 1476-5497</identifier><identifier>DOI: 10.1038/s41366-023-01288-3</identifier><identifier>PMID: 36899038</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>692/499 ; 692/699 ; Body Mass Index ; Body size ; Cardiovascular diseases ; Congestive heart failure ; Coronary artery ; Echocardiography ; Epidemiology ; Female ; Health Promotion and Disease Prevention ; Humans ; Hypertrophy ; Hypertrophy, Left Ventricular ; Internal Medicine ; Male ; Medicine ; Medicine &amp; Public Health ; Metabolic Diseases ; Metabolic disorders ; Metabolic syndrome ; Metabolic Syndrome - complications ; Metabolic Syndrome - epidemiology ; Metabolism ; Obesity ; Obesity - complications ; Obesity - epidemiology ; Obesity, Metabolically Benign ; Phenotype ; Phenotypes ; Public Health ; Regression analysis ; Regression models ; Risk Factors ; Sensitivity analysis ; Stroke Volume ; Structure-function relationships ; Ventricle ; Ventricular Function, Left ; Young adults</subject><ispartof>International Journal of Obesity, 2023-05, Vol.47 (5), p.399-405</ispartof><rights>The Author(s), under exclusive licence to Springer Nature Limited 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><rights>2023. The Author(s), under exclusive licence to Springer Nature Limited.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c419t-7ac78050b843fe3c04a697649edab3b0803304c356306cd0d2ec1c8185c903b93</citedby><cites>FETCH-LOGICAL-c419t-7ac78050b843fe3c04a697649edab3b0803304c356306cd0d2ec1c8185c903b93</cites><orcidid>0000-0002-4770-318X ; 0000-0002-6077-0838</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1038/s41366-023-01288-3$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1038/s41366-023-01288-3$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,780,784,27922,27923,41486,42555,51317</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36899038$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Wang, Peng</creatorcontrib><creatorcontrib>Liu, Menghui</creatorcontrib><creatorcontrib>Zhuang, Xiaodong</creatorcontrib><creatorcontrib>Guo, Yue</creatorcontrib><creatorcontrib>Xiong, Zhenyu</creatorcontrib><creatorcontrib>He, Lixiang</creatorcontrib><creatorcontrib>Cai, Xiaojie</creatorcontrib><creatorcontrib>Chen, Zhuohui</creatorcontrib><creatorcontrib>Peng, Longyun</creatorcontrib><creatorcontrib>Liao, Xinxue</creatorcontrib><title>Association of metabolically healthy obesity in young adulthood with myocardial structure and function</title><title>International Journal of Obesity</title><addtitle>Int J Obes</addtitle><addtitle>Int J Obes (Lond)</addtitle><description>Background Obesity is major cause of cardiovascular diseases. Metabolically healthy obesity (MHO) may increase heart failure risk early in life, and may be reflected in impaired cardiac structure and function. Therefore, we aimed to examine the relationship between MHO in young adulthood and cardiac structure and function. Methods A total of 3066 participants from the Coronary Artery Risk Development in Young Adults (CARDIA) study were included, who completed echocardiography in young adulthood and middle age. The participants were grouped by obesity status (body mass index ≥30 kg/m 2 ) and poor metabolic health (≥2 criteria for metabolic syndrome) into four metabolic phenotypes as follows: metabolically healthy non-obesity (MHN), MHO, metabolically unhealthy non-obesity (MUN), metabolically unhealthy obesity (MUO). The associations of the metabolic phenotypes (MHN serving as the reference) with left ventricular (LV) structure and function were evaluated using multiple linear regression models. Results At baseline, mean age was 25 years, 56.4% were women, and 44.7% were black. After a follow-up 25 years, MUN in young adulthood was associated with worse LV diastolic function (E/é ratio, β [95% CI], 0.73 [0.18, 1.28]), worse systolic function (global longitudinal strain [GLS], 0.60 [0.08, 1.12]) in comparison with MHN. MHO and MUO were associated with LV hypertrophy (LV mass index, 7.49 g/m 2 [4.63, 10.35]; 18.23 g/m 2 [12.47, 23.99], respectively), worse diastolic function (E/é ratio, 0.67 [0.31, 1.02]; 1.47 [0.79, 2.14], respectively), and worse systolic function (GLS, 0.72 [0.38, 1.06]; 1.35 [0.64, 2.05], respectively) in comparison with MHN. These results were consistent in several sensitivity analyses. Conclusions In this community-based cohort using data from the CARDIA study, obesity in young adulthood was significantly associated with LV hypertrophy, worse systolic and diastolic function regardless of metabolic status. Relationship of Baseline Metabolic Phenotypes with Young Adulthood and Midlife Cardiac Structure and Function. Adjusted for year 0 covariates: age, sex, race, educational level, smoking status, drinking status, and physical activity; metabolically healthy non-obesity was used as a reference category for comparison. † Criteria for metabolic syndrome are listed in Supplementary Table S6 . MUN metabolically unhealthy non-obesity, MHO metabolically healthy obesity, LVMi left ventricular mass index, LVEF left ventricular ejection fraction, E/A early to late peak diastolic mitral flow velocity ratio, E/é mitral inflow velocity to early diastolic mitral annular velocity, CI confidence interval.</description><subject>692/499</subject><subject>692/699</subject><subject>Body Mass Index</subject><subject>Body size</subject><subject>Cardiovascular diseases</subject><subject>Congestive heart failure</subject><subject>Coronary artery</subject><subject>Echocardiography</subject><subject>Epidemiology</subject><subject>Female</subject><subject>Health Promotion and Disease Prevention</subject><subject>Humans</subject><subject>Hypertrophy</subject><subject>Hypertrophy, Left Ventricular</subject><subject>Internal Medicine</subject><subject>Male</subject><subject>Medicine</subject><subject>Medicine &amp; Public Health</subject><subject>Metabolic Diseases</subject><subject>Metabolic disorders</subject><subject>Metabolic syndrome</subject><subject>Metabolic Syndrome - complications</subject><subject>Metabolic Syndrome - epidemiology</subject><subject>Metabolism</subject><subject>Obesity</subject><subject>Obesity - complications</subject><subject>Obesity - epidemiology</subject><subject>Obesity, Metabolically Benign</subject><subject>Phenotype</subject><subject>Phenotypes</subject><subject>Public Health</subject><subject>Regression analysis</subject><subject>Regression models</subject><subject>Risk Factors</subject><subject>Sensitivity analysis</subject><subject>Stroke Volume</subject><subject>Structure-function relationships</subject><subject>Ventricle</subject><subject>Ventricular Function, Left</subject><subject>Young adults</subject><issn>0307-0565</issn><issn>1476-5497</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNp9kTtvFTEQRi0URC4X_kCKyFIamoWxvX6VUcRLikQDteX1enMd7a6DH4r23-PLDSCloHIxZ8545kPogsB7Akx9yD1hQnRAWQeEKtWxF2hHeik63mt5hnbAQHbABT9Hr3O-BwDOgb5C50worZtih6brnKMLtoS44jjhxRc7xDk4O88bPng7l8OG4-BzKBsOK95iXe-wHWsrxDjix1AOeNmis2kMdsa5pOpKTR7bdcRTXd1R_Qa9nOyc_dund49-fPr4_eZLd_vt89eb69vO9USXTlonFXAYVM8mzxz0Vmgpeu1HO7ABFDAGvWNcMBBuhJF6R5wiiru2zqDZHr07eR9S_Fl9LmYJ2fl5tquPNRsqlQAtOIWGXj1D72NNa_udoQokZVLpI0VPlEsx5-Qn85DCYtNmCJhjCuaUgmkpmN8pGNaaLp_UdVj8-Lflz9kbwE5AbqX1zqd_s_-j_QXymJMx</recordid><startdate>20230501</startdate><enddate>20230501</enddate><creator>Wang, Peng</creator><creator>Liu, Menghui</creator><creator>Zhuang, Xiaodong</creator><creator>Guo, Yue</creator><creator>Xiong, Zhenyu</creator><creator>He, Lixiang</creator><creator>Cai, Xiaojie</creator><creator>Chen, Zhuohui</creator><creator>Peng, Longyun</creator><creator>Liao, Xinxue</creator><general>Nature Publishing Group UK</general><general>Nature Publishing Group</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7T2</scope><scope>7TK</scope><scope>7TS</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>88G</scope><scope>8AO</scope><scope>8C1</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M2M</scope><scope>M7P</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PSYQQ</scope><scope>Q9U</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-4770-318X</orcidid><orcidid>https://orcid.org/0000-0002-6077-0838</orcidid></search><sort><creationdate>20230501</creationdate><title>Association of metabolically healthy obesity in young adulthood with myocardial structure and function</title><author>Wang, Peng ; 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Metabolically healthy obesity (MHO) may increase heart failure risk early in life, and may be reflected in impaired cardiac structure and function. Therefore, we aimed to examine the relationship between MHO in young adulthood and cardiac structure and function. Methods A total of 3066 participants from the Coronary Artery Risk Development in Young Adults (CARDIA) study were included, who completed echocardiography in young adulthood and middle age. The participants were grouped by obesity status (body mass index ≥30 kg/m 2 ) and poor metabolic health (≥2 criteria for metabolic syndrome) into four metabolic phenotypes as follows: metabolically healthy non-obesity (MHN), MHO, metabolically unhealthy non-obesity (MUN), metabolically unhealthy obesity (MUO). The associations of the metabolic phenotypes (MHN serving as the reference) with left ventricular (LV) structure and function were evaluated using multiple linear regression models. Results At baseline, mean age was 25 years, 56.4% were women, and 44.7% were black. After a follow-up 25 years, MUN in young adulthood was associated with worse LV diastolic function (E/é ratio, β [95% CI], 0.73 [0.18, 1.28]), worse systolic function (global longitudinal strain [GLS], 0.60 [0.08, 1.12]) in comparison with MHN. MHO and MUO were associated with LV hypertrophy (LV mass index, 7.49 g/m 2 [4.63, 10.35]; 18.23 g/m 2 [12.47, 23.99], respectively), worse diastolic function (E/é ratio, 0.67 [0.31, 1.02]; 1.47 [0.79, 2.14], respectively), and worse systolic function (GLS, 0.72 [0.38, 1.06]; 1.35 [0.64, 2.05], respectively) in comparison with MHN. These results were consistent in several sensitivity analyses. Conclusions In this community-based cohort using data from the CARDIA study, obesity in young adulthood was significantly associated with LV hypertrophy, worse systolic and diastolic function regardless of metabolic status. Relationship of Baseline Metabolic Phenotypes with Young Adulthood and Midlife Cardiac Structure and Function. Adjusted for year 0 covariates: age, sex, race, educational level, smoking status, drinking status, and physical activity; metabolically healthy non-obesity was used as a reference category for comparison. † Criteria for metabolic syndrome are listed in Supplementary Table S6 . MUN metabolically unhealthy non-obesity, MHO metabolically healthy obesity, LVMi left ventricular mass index, LVEF left ventricular ejection fraction, E/A early to late peak diastolic mitral flow velocity ratio, E/é mitral inflow velocity to early diastolic mitral annular velocity, CI confidence interval.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>36899038</pmid><doi>10.1038/s41366-023-01288-3</doi><tpages>7</tpages><orcidid>https://orcid.org/0000-0002-4770-318X</orcidid><orcidid>https://orcid.org/0000-0002-6077-0838</orcidid><oa>free_for_read</oa></addata></record>
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source MEDLINE; Nature Journals Online; SpringerLink Journals - AutoHoldings
subjects 692/499
692/699
Body Mass Index
Body size
Cardiovascular diseases
Congestive heart failure
Coronary artery
Echocardiography
Epidemiology
Female
Health Promotion and Disease Prevention
Humans
Hypertrophy
Hypertrophy, Left Ventricular
Internal Medicine
Male
Medicine
Medicine & Public Health
Metabolic Diseases
Metabolic disorders
Metabolic syndrome
Metabolic Syndrome - complications
Metabolic Syndrome - epidemiology
Metabolism
Obesity
Obesity - complications
Obesity - epidemiology
Obesity, Metabolically Benign
Phenotype
Phenotypes
Public Health
Regression analysis
Regression models
Risk Factors
Sensitivity analysis
Stroke Volume
Structure-function relationships
Ventricle
Ventricular Function, Left
Young adults
title Association of metabolically healthy obesity in young adulthood with myocardial structure and function
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