Abstract
Left ventricular hypertrophy (LVH) is a major cardiac complication of hypertension. Weight-adjusted-waist index (WWI) is a new obesity index that has been found to be positively associated with cardiovascular disease mortality. We aimed to investigate the relationship between the WWI and LVH in Chinese hypertension adults. The study is a community-based cross-sectional study that included 4715 patients with hypertension and integrated clinical and echocardiographic data. LVH was diagnosed by transthoracic echocardiography in these patients based on a criterion of left ventricular mass index (LVMI) over 49.2 g/m2.7 in men and 46.7 g/m2.7 in women. The independent association between the WWI quartiles and LVH prevalence was analyzed by logistic regression models. The prevalence of LVH in the first quartile of WWI (Q1: <10.16), second (Q2: 10.16 ~ 10.67), the third (Q3: 10.68~11.19), and the highest quartile (Q4: ≥11.20) was 34.1%, 38.4%, 42.4%, 51.5%, respectively. Logistic regression analysis suggested that the WWI was independently correlated with LVH with adjustment of confounding factors, and increased across the quartile of WWI. Compared to the first quartile of WWI (Q1), the odds ratios (ORs) and their 95% confidence intervals (CIs) for LVH in the increasing quartiles (Q2–Q4) were 1.33(1.08-1.63), 1.50 (1.19–1.89) and 2.28(1.74–2.99), respectively. In stratified analyses, the relationship between WWI and LVH risk persisted. The WWI may be an independent determinant of LVH in Chinese hypertension adults.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 12 print issues and online access
$259.00 per year
only $21.58 per issue
Buy this article
- Purchase on Springer Link
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Similar content being viewed by others
Data availability
The research data used to support the finding of this study are available from the corresponding authors upon request.
References
Wang SX, Xue H, Zou YB, Sun K, Fu CY, Wang H, et al. Prevalence and risk factors for left ventricular hypertrophy and left ventricular geometric abnormality in the patients with hypertension among Han Chinese. Chin Med J. 2012;125:21–26.
Prisant LM. Hypertensive heart disease. J Clin Hypertens. 2005;7:231–8.
Maimaitiaili R, Teliewubai J, Zhao S, Tang J, Chi C, Zhang Y, et al. Relationship between vascular aging and left ventricular concentric geometry in community-dwelling elderly: the Northern Shanghai Study. Clin Interv Aging. 2020;15:853–63.
Yildiz M, Oktay AA, Stewart MH, Milani RV, Ventura HO, Lavie CJ. Left ventricular hypertrophy and hypertension. Prog Cardiovas Dis. 2020;63:10–21.
Palmieri V, Devereux RB, Hollywood J, Bella JN, Liu JE, Lee ET, et al. Association of pulse pressure with cardiovascular outcome is independent of left ventricular hypertrophy and systolic dysfunction: the Strong Heart Study. Am J Hypertens. 2006;19:601–7.
Wang S, Xue H, Zou Y, Sun K, Fu C, Wang H, et al. Left ventricular hypertrophy, abnormal ventricular geometry and relative wall thickness are associated with increased risk of stroke in hypertensive patients among the Han Chinese. Hypertens Res. 2014;37:870–4.
Poirier P, Giles TD, Bray GA, Hong Y, Stern JS, Pi-Sunyer FX, et al. Obesity and cardiovascular disease: pathophysiology, evaluation, and effect of weight loss: an update of the 1997 American Heart Association Scientific Statement on Obesity and Heart Disease from the Obesity Committee of the Council on Nutrition, Physical Activity, and Metabolism. Circulation. 2006;113:898–918.
Imahori Y, Mathiesen EB, Morgan KE, Frost C, Hughes AD, Hopstock LA, et al. The association between anthropometric measures of adiposity and the progression of carotid atherosclerosis. BMC Cardiovas Disord. 2020;20:138.
Gottdiener JS, Kop WJ. Body and heart: effects of weight gain and loss on left ventricular size and function. Circ Cardiovasc Imaging. 2017;10:e006084.
Pierdomenico SD, Cuccurullo F. Risk reduction after regression of echocardiographic left ventricular hypertrophy in hypertension: a meta-analysis. Am J Hypertens. 2010;23:876–81.
Kim NH, Park Y, Kim NH, Kim SG. Weight-adjusted waist index reflects fat and muscle mass in the opposite direction in older adults. Age Ageing. 2021;50:780–6.
Park Y, Kim NH, Kwon TY, Kim SG. A novel adiposity index as an integrated predictor of cardiometabolic disease morbidity and mortality. Sci Rep. 2018;8:16753.
Cai S, Dong J, Cheng B, Zhang A, Sun J, Li M, et al. Relationship of a new anthropometric index with left ventricular hypertrophy in hypertensive patients among the Han Chinese. BMC Cardiovasc Disord. 2022;22:16.
Chalmers J, MacMahon S, Mancia G, Whitworth J, Beilin L, Hansson L, et al. 1999 World Health Organization-International Society of Hypertension Guidelines for the management of hypertension. Guidelines sub-committee of the World Health Organization. Clin Exp Hypertens. 1999;21:1009–60.
Sahn DJ, DeMaria A, Kisslo J, Weyman A. Recommendations regarding quantitation in M-mode echocardiography: results of a survey of echocardiographic measurements. Circulation. 1978;58:1072–83.
de Simone G, Devereux RB, Daniels SR, Koren MJ, Meyer RA, Laragh JH. Effect of growth on variability of left ventricular mass: assessment of allometric signals in adults and children and their capacity to predict cardiovascular risk. J Am Coll Cardiol. 1995;25:1056–62.
Chandramouli C, Teng TK, Tay WT, Yap J, MacDonald MR, Tromp J, et al. Impact of diabetes and sex in heart failure with reduced ejection fraction patients from the ASIAN-HF registry. Eur J Heart Fail. 2019;21:297–307.
Zhao D, Guallar E, Ouyang P, Subramanya V, Vaidya D, Ndumele CE, et al. Endogenous sex hormones and incident cardiovascular disease in post-menopausal women. J Am Coll Cardiol. 2018;71:2555–66.
Nagai M, Förster CY, Dote K, Shimokawa H. Sex hormones in heart failure revisited? Eur J Heart Fail. 2019;21:308–10.
Watanabe K, Sekiya M, Tsuruoka T, Funada J, Kameoka H. Effect of insulin resistance on left ventricular hypertrophy and dysfunction in essential hypertension. J Hypertens. 1999;17:1153–60.
Anan F, Yonemochi H, Masaki T, Takahashi N, Fukunaga N, Teshima Y, et al. High-density lipoprotein cholesterol and insulin resistance are independent and additive markers of left ventricular hypertrophy in essential hypertension. Hypertens Res. 2007;30:125–31.
Alpert MA, Karthikeyan K, Abdullah O, Ghadban R. Obesity and cardiac remodeling in adults: mechanisms and clinical implications. Prog Cardiovasc Dis. 2018;61:114–23.
Raju SV, Zheng M, Schuleri KH, Phan AC, Bedja D, Saraiva RM, et al. Activation of the cardiac ciliary neurotrophic factor receptor reverses left ventricular hypertrophy in leptin-deficient and leptin-resistant obesity. Proc Natl Acad Sci USA. 2006;103:4222–7.
Afshin A, Forouzanfar MH, Reitsma MB, Sur P, Estep K, Lee A, et al. Health effects of overweight and obesity in 195 countries over 25 Years. N Engl J Med. 2017;377:13–27.
Chooi YC, Ding C, Magkos F. The epidemiology of obesity. Metabolism. 2019;92:6–10.
Singh GM, Danaei G, Farzadfar F, Stevens GA, Woodward M, Wormser D, et al. The age-specific quantitative effects of metabolic risk factors on cardiovascular diseases and diabetes: a pooled analysis. PLoS ONE. 2013;8:e65174.
Lauby-Secretan B, Scoccianti C, Loomis D, Grosse Y, Bianchini F, Straif K. Body fatness and cancer-viewpoint of the IARC Working Group. N Engl J Med. 2016;375:794–8.
Kenchaiah S, Evans JC, Levy D, Wilson PW, Benjamin EJ, Larson MG, et al. Obesity and the risk of heart failure. N Engl J Med. 2002;347:305–13.
Hammond IW, Devereux RB, Alderman MH, Laragh JH. Relation of blood pressure and body build to left ventricular mass in normotensive and hypertensive employed adults. J Am Coll Cardiol. 1988;12:996–1004.
Lauer MS, Anderson KM, Kannel WB, Levy D. The impact of obesity on left ventricular mass and geometry. The Framingham Heart Study. JAMA. 1991;266:231–6.
Alpert MA, Lambert CR, Terry BE, Cohen MV, Mukerji V, Massey CV, et al. Influence of left ventricular mass on left ventricular diastolic filling in normotensive morbid obesity. Am Heart J. 1995;130:1068–73.
Li X, Li S, Ulusoy E, Chen W, Srinivasan SR, Berenson GS. Childhood adiposity as a predictor of cardiac mass in adulthood: the Bogalusa Heart Study. Circulation. 2004;110:3488–92.
Booysen HL, Woodiwiss AJ, Sibiya MJ, Hodson B, Raymond A, Libhaber E, et al. Indexes of aortic pressure augmentation markedly underestimate the contribution of reflected waves toward variations in aortic pressure and left ventricular mass. Hypertension. 2015;65:540–6.
Lavie CJ, Arena R, Alpert MA, Milani RV, Ventura HO. Management of cardiovascular diseases in patients with obesity. Nat Rev Cardiol. 2018;15:45–56.
Schütten MT, Houben AJ, de Leeuw PW, Stehouwer CD. The link between adipose tissue renin-angiotensin-aldosterone system signaling and obesity-associated hypertension. Physiology. 2017;32:197–209.
Li Q, Qie R, Qin P, Zhang D, Guo C, Zhou Q, et al. Association of weight-adjusted-waist index with incident hypertension: The Rural Chinese Cohort Study. Nutr Metab Cardiovasc Dis. 2020;30:1732–41.
Cai S, Zhou L, Zhang Y, Cheng B, Zhang A, Sun J, et al. Association of the weight-adjusted-waist index with risk of all-cause mortality: a 10-year follow-up study. Front Nutr. 2022;9:894686.
Acknowledgements
We would like to thank the researchers and study participants for their contributions.
Funding
This work was supported by the National Key Research and Development Program of China (2020YFC2008900), the National Defense Science and Technology Innovation Special Zone Project (19-163-15-ZD-009-001-10), and the Key Projects of Logistics Scientific Research Project of Chinese PLA (19BJZ30), the Military Medical Youth Growth Project of PLA General Hospital (Funding No. QNC19005), which contributed to the data collection job.
Author information
Authors and Affiliations
Contributions
SW, XL, and SC designed the research. SC, TZ, YD, BC, and AZ, collected the data. SC, TZ, and YD wrote the paper. JS, ML, and QB help optimize the research and proofread the paper. The authors read and approved the final manuscript.
Corresponding authors
Ethics declarations
Conflict of interest
The authors declare no competing interests.
Ethics approval and consent to participate
The study protocol was reviewed and approved by the ethical committees of the Fuwai Hospital and local hospitals. The research procedures followed the ethically normative criteria. Written informed consent to participate in the study was obtained from all participants.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
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.
About this article
Cite this article
Cai, S., Zhu, T., Ding, Y. et al. The relationship between the weight-adjusted-waist index and left ventricular hypertrophy in Chinese hypertension adults. Hypertens Res 46, 253–260 (2023). https://doi.org/10.1038/s41440-022-01075-z
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/s41440-022-01075-z
Keywords
This article is cited by
-
2023 update and perspectives
Hypertension Research (2024)
-
Association between the weight-adjusted waist index and stroke: a cross-sectional study
BMC Public Health (2023)
-
Associations between weight-adjusted waist index and bone mineral density: results of a nationwide survey
BMC Endocrine Disorders (2023)
-
Associations between weight-adjusted waist index and fractures: a population-based study
Journal of Orthopaedic Surgery and Research (2023)