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Chan V, Cao L, Wong MMH, Lo K, Tam W. Diagnostic Accuracy of Waist-to-Height Ratio, Waist Circumference, and Body Mass Index in Identifying Metabolic Syndrome and Its Components in Older Adults: A Systematic Review and Meta-Analysis. Curr Dev Nutr 2024; 8:102061. [PMID: 38230348 PMCID: PMC10790020 DOI: 10.1016/j.cdnut.2023.102061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 11/21/2023] [Accepted: 12/06/2023] [Indexed: 01/18/2024] Open
Abstract
Background Although numerous studies have indicated the utility of waist-to-height ratio (WHtR) in early screening for individuals with adverse cardiometabolic health, there is controversy on using WHtR as a one-size-fits-all approach, including in older adults. Objectives Our study aims to identify the pooled diagnostic accuracy of WHtR in screening for metabolic syndrome (MetS) and its components among older adults. Methods A systematic review of observational studies was performed using 4 databases. A diagnostic meta-analysis with a random effects model was conducted, and the pooled area under the summary receiver operating characteristic curve, sensitivity, specificity, positive and negative likelihood ratios, and diagnostic odds ratio (dOR) of each outcome compared with WHtR, body mass index (BMI), and waist circumference (WC) were calculated, with sex-stratified analysis. Results A total of 17 studies with 74,520 participants were included. As reflected by the dOR, WHtR (7.65; 95% CI: 6.00, 9.75) performed better than BMI (5.17; 95% CI: 4.75, 5.62) and WC (5.77; 95% CI: 4.60, 7.25) in screening for MetS among older adults and was potentially better among males. For hyperglycemia, hypertension, and dyslipidemia, the performances of WHtR, BMI, and WC were comparable. Conclusion More studies focusing on older adults are still needed to determine the cutoff values of WHtR to screen for MetS.The search strategy was registered in PROSPERO as CRD42022350379.
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Affiliation(s)
- Vicky Chan
- Department of Food Science and Nutrition, The Hong Kong Polytechnic University, Hong Kong, China
| | - Liujiao Cao
- West China School of Nursing/West China Hospital, Sichuan University, Chengdu, China
| | - Martin Ming Him Wong
- Institute of Epidemiology and Health Care, University College London, London, United Kingdom
| | - Kenneth Lo
- Department of Food Science and Nutrition, The Hong Kong Polytechnic University, Hong Kong, China
- Research Institute for Smart Ageing, The Hong Kong Polytechnic University, Hong Kong, China
| | - Wilson Tam
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
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Trajectories of waist circumference during young adulthood and incident hypertension: the China Health and Nutrition Survey. J Hum Hypertens 2022; 36:767-774. [PMID: 34145396 DOI: 10.1038/s41371-021-00563-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 05/23/2021] [Accepted: 06/07/2021] [Indexed: 12/18/2022]
Abstract
Single measurements of waist circumference (WC) can predict the incident hypertension, while dynamic change patterns of WC during young adulthood and their association with the incidence of hypertension are poorly demonstrated. This study aimed to identify the longitudinal WC trajectories during young adulthood and explore their association with the risk of incident hypertension. We utilized the data from the China Health and Nutrition Survey (1993-2015) and included 6604 participants aged 18-50 years with repeated WC measurements of 3-8 times and information on incident hypertension. The group-based trajectory model was used to identify WC trajectories. Cox proportional hazard model was conducted to evaluate the association of WC trajectories with the risk of incident hypertension. We identified four distinct WC trajectories during young adulthood. Participants with the low-increasing and the moderate-increasing trajectories had increasing but normal WC, while those with the high-increasing and the sharp-increasing trajectories developed from non-abdominal obesity to abdominal obesity. Compared with the low-increasing trajectory, the adjusted hazard ratios (95% confidence intervals) were 1.48 (1.16-1.89), 2.50 (1.84-3.40), and 3.86 (2.40-6.21) for the moderate-increasing, the high-increasing, and the sharp-increasing trajectories, respectively. After further excluding participants with obesity at baseline, this association did not alter substantially. The gender-specific trajectory analyses yielded similar results. WC trajectories during young adulthood were significantly associated with the risk of incident hypertension in Chinese. Moreover, even the increasing WC trajectory within the normal range during young adulthood might increase the risk of hypertension.
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Lee WC, Wu PY, Huang JC, Tsai YC, Chiu YW, Chen SC, Chang JM, Chen HC. Sex Difference in the Associations among Obesity-Related Indices with Incident Hypertension in a Large Taiwanese Population Follow-Up Study. J Pers Med 2022; 12:jpm12060972. [PMID: 35743756 PMCID: PMC9225143 DOI: 10.3390/jpm12060972] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 06/08/2022] [Accepted: 06/14/2022] [Indexed: 12/01/2022] Open
Abstract
Hypertension is a major risk factor for stroke, atherosclerosis, and other cardiovascular diseases, and obesity is a major risk factor for hypertension. The aim of this longitudinal study was to investigate sex differences in the correlations among obesity-related indices and incident hypertension in a large Taiwanese cohort. We included 21,466 enrollees in the Taiwan Biobank and followed them for 4 years. Of the 21,466 patients enrolled in this study, 6899 (mean age, 49.6 ± 10.9 years) were male and 14,567 (mean age, 49.7 ± 10.0 years) were female. Data on visceral adiposity index (VAI), waist-to-height ratio (WHtR), waist-to-hip ratio (WHR), lipid accumulation product (LAP), conicity index (CI), body roundness index (BRI), body mass index (BMI), body adiposity index (BAI), and abdominal volume index (AVI) were collected and analyzed. The results showed that all of the studied obesity-related indices were significantly associated with incident hypertension. Among them, WHtR was the strongest predictor of hypertension in both sexes. In addition, interactions between VAI, LAP, CI, BMI, and AVI with sex on incident hypertension were also statistically significant. CI and AVI were more strongly associated with hypertension in the men than in the women, while VAI, LAP, and BMI were more strongly associated with hypertension in the women. In conclusion, the studied obesity-related indices were found to be predictors of incident hypertension, and there were differences in the associations between the male and female participants. Our findings may imply that reducing body weight may be associated with a lower risk of developing hypertension.
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Affiliation(s)
- Wen-Chi Lee
- Department of General Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
| | - Pei-Yu Wu
- Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (P.-Y.W.); (J.-C.H.); (Y.-C.T.); (Y.-W.C.); (J.-M.C.); (H.-C.C.)
- Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University, Kaohsiung 812, Taiwan
| | - Jiun-Chi Huang
- Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (P.-Y.W.); (J.-C.H.); (Y.-C.T.); (Y.-W.C.); (J.-M.C.); (H.-C.C.)
- Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University, Kaohsiung 812, Taiwan
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| | - Yi-Chun Tsai
- Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (P.-Y.W.); (J.-C.H.); (Y.-C.T.); (Y.-W.C.); (J.-M.C.); (H.-C.C.)
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| | - Yi-Wen Chiu
- Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (P.-Y.W.); (J.-C.H.); (Y.-C.T.); (Y.-W.C.); (J.-M.C.); (H.-C.C.)
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| | - Szu-Chia Chen
- Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (P.-Y.W.); (J.-C.H.); (Y.-C.T.); (Y.-W.C.); (J.-M.C.); (H.-C.C.)
- Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University, Kaohsiung 812, Taiwan
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Research Center for Environmental Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Correspondence: ; Tel.: +886-7-8036783 (ext. 3440); Fax: +886-7-8063346
| | - Jer-Ming Chang
- Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (P.-Y.W.); (J.-C.H.); (Y.-C.T.); (Y.-W.C.); (J.-M.C.); (H.-C.C.)
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| | - Hung-Chun Chen
- Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan; (P.-Y.W.); (J.-C.H.); (Y.-C.T.); (Y.-W.C.); (J.-M.C.); (H.-C.C.)
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
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Han L, Li X, Wang X, Zhou J, Wang Q, Rong X, Wang G, Shao X. Effect of Hypertension, Waist-to-Height Ratio, and Their Transitions on the Risk of Type 2 Diabetes Mellitus: Analysis from the China Health and Retirement Longitudinal Study. J Diabetes Res 2022; 2022:7311950. [PMID: 36046148 PMCID: PMC9420619 DOI: 10.1155/2022/7311950] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 07/06/2022] [Accepted: 07/27/2022] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Diabetes is a major reason of death and disability worldwide and frequently coexists with hypertension and central obesity. This study is aimed at investigating the effects of hypertension, waist-to-height ratio (WHtR), and their dynamic transitions on type 2 diabetes mellitus (T2DM) onset among middle-aged and elderly people in China. METHODS We analyzed 9843 participants free of T2DM (average age, 59.04 ± 9.26 years) at baseline from the China Health and Retirement Longitudinal Study. We classified the participants into the following four categories based on hypertension and WHtR statuses: nonhypertensive with a normal WHtR (NHNW); hypertensive with a normal WHtR (HTNW); nonhypertensive with an elevated WHtR (NHEW); and hypertensive with an elevated WHtR (HTEW). By using a Cox proportional hazards regression model, we assessed whether hypertension, WHtR, and their transitions over time correlated with T2DM risk. RESULTS During the follow-up of 8 years, 1263 participants developed incident T2DM. The hazard ratio (HR) for T2DM was 1.48 (95% CI: 1.12, 1.97), 1.56 (95% CI: 1.27, 1.92), and 2.15 (95% CI: 1.74, 2.67) in the HTNW, NHEW, and HTEW groups, respectively, compared with the NHNW group after controlling for confounding factors. When stratified by statuses of hypertension and WHtR transitions, the participants who transitioned from HTNW to HTEW (HR = 1.98, 95% CI: 1.24-3.17), or NHEW to NHNW/HTNW (HR = 1.74, 95% CI: 1.14-2.65), or remained NHEW (HR = 1.42, 95% CI: 1.04-1.93), or NHEW to HTEW (HR = 2.40, 95% CI: 1.66-3.49), or remained HTEW (HR = 2.51, 95% CI: 1.87-3.37) during the follow-up period showed a higher T2DM risk than the consistently NHNW participants. CONCLUSIONS Being HTNW, NHEW or HTEW or occurring adverse transitions between those states was strongly associated with T2DM onset. Effectively warding off hypertension and central obesity or preventing their further aggravation may substantially decrease the T2DM risk.
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Affiliation(s)
- Lin Han
- The First Affiliated Hospital of Xi'an Medical University, Xi'an, China
| | - Xiaoyan Li
- The First Affiliated Hospital of Xi'an Medical University, Xi'an, China
| | - Xin Wang
- The First Affiliated Hospital of Xi'an Medical University, Xi'an, China
| | - Jiao Zhou
- The First Affiliated Hospital of Xi'an Medical University, Xi'an, China
| | - Qiang Wang
- The First Affiliated Hospital of Xi'an Medical University, Xi'an, China
| | | | - Gang Wang
- The First Affiliated Hospital of Xi'an Medical University, Xi'an, China
| | - Xiaoli Shao
- The First Affiliated Hospital of Xi'an Medical University, Xi'an, China
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Lee HY. Solvitur Ambulando: Importance of Exercise in Middle-Age for Cardiovascular Health. Korean Circ J 2021; 51:936-938. [PMID: 34719899 PMCID: PMC8558567 DOI: 10.4070/kcj.2021.0308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 09/08/2021] [Indexed: 11/11/2022] Open
Affiliation(s)
- Hae-Young Lee
- Division of Cardiology, Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Korea.
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Moosaie F, Fatemi Abhari SM, Deravi N, Karimi Behnagh A, Esteghamati S, Dehghani Firouzabadi F, Rabizadeh S, Nakhjavani M, Esteghamati A. Waist-To-Height Ratio Is a More Accurate Tool for Predicting Hypertension Than Waist-To-Hip Circumference and BMI in Patients With Type 2 Diabetes: A Prospective Study. Front Public Health 2021; 9:726288. [PMID: 34692623 PMCID: PMC8529190 DOI: 10.3389/fpubh.2021.726288] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 09/02/2021] [Indexed: 11/17/2022] Open
Abstract
Background: Anthropometric measures [i.e., body mass index (BMI), waist-to-hip ratio (WHR), and waist-to-height ratio (WHtR)] have been used as prediction factors for incident hypertension. However, whether any of these measures is superior to another in the matter of accuracy in predicting hypertension in diabetic patients has been controversial. The present prospective study aimed to determine whether WHtR is a more accurate tool for predicting hypertension than WHR and BMI in patients with type 2 diabetes. Methods: The study population consisted of 1,685 normotensive patients with type 2 diabetes. BMI, WHR, and WHtR were assessed at baseline and followed up for hypertension incidence for a mean of 4.8 years. A cox regression analysis was performed to assess the association between anthropometric measures (i.e., BMI, WHR, and WHtR) and incident hypertension during the follow-up period. The area under the ROC curve analysis was performed and optimal cutoff values were calculated for each anthropometric measure for hypertension prediction. Results: WHtR and BMI were significantly associated with an increased incidence of hypertension (HR = 3.296 (0.936–12.857), P < 0.001, and HR = 1.050 (1.030–1.070), P < 0.001, respectively). The discriminative powers for each anthropometric index for hypertension were 0.571 (0.540–0.602) for BMI, 0.518 (0.486–0.550) for WHR, and 0.609 (0.578–0.639) for WHtR. The optimal cutoff points for predicting hypertension in patients with type 2 diabetes were 26.94 (sensitivity = 0.739, specificity = 0.380) for BMI, 0.90 (sensitivity = 0.718, specificity = 0.279) for WHR, and 0.59 (sensitivity = 0.676, specificity = 0.517) for WHtR. Conclusion: WHtR was a more accurate tool for predicting hypertension compared to WHR and BMI in patients with type 2 diabetes.
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Affiliation(s)
- Fatemeh Moosaie
- Endocrinology and Metabolism Research Center (EMRC), School of Medicine, Vali-Asr Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | | | - Niloofar Deravi
- Endocrinology and Metabolism Research Center (EMRC), School of Medicine, Vali-Asr Hospital, Tehran University of Medical Sciences, Tehran, Iran.,Student Research Committee, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Arman Karimi Behnagh
- Endocrine Research Center, Institute of Endocrinology and Metabolism, Iran University of Medical Sciences, Tehran, Iran
| | - Sadaf Esteghamati
- Endocrinology and Metabolism Research Center (EMRC), School of Medicine, Vali-Asr Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Fatemeh Dehghani Firouzabadi
- Endocrinology and Metabolism Research Center (EMRC), School of Medicine, Vali-Asr Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Soghra Rabizadeh
- Endocrinology and Metabolism Research Center (EMRC), School of Medicine, Vali-Asr Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Manouchehr Nakhjavani
- Endocrinology and Metabolism Research Center (EMRC), School of Medicine, Vali-Asr Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Alireza Esteghamati
- Endocrinology and Metabolism Research Center (EMRC), School of Medicine, Vali-Asr Hospital, Tehran University of Medical Sciences, Tehran, Iran
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Yaneli N, Fikawati S, Syafiq A, Gemily SC. Faktor yang Berhubungan dengan Konsumsi Energi Ibu Menyusui di Kecamatan Cipayung, Kota Depok, Indonesia. AMERTA NUTRITION 2021. [DOI: 10.20473/amnt.v5i1.2021.84-90] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Latar Belakang: Untuk mendukung kebutuhan gizi yang tinggi saat menyusui, ibu menyusui membutuhkan lebih banyak energi dibandingkan ibu hamil. Namun, berbagai studi melaporkan bahwa konsumsi energi ibu menyusui justru lebih rendah dibandingkan ibu hamil.Tujuan: Mengetahui faktor yang berhubungan dengan konsumsi energi ibu menyusui yang rendah di Kecamatan Cipayung Kota Depok Tahun 2016.Metode: Penelitian ini menganalisis data sekunder dari penelitian eksperimental semu dengan pendekatan kohort prospektif di Kota Depok. Total sampel berjumlah 169 responden. Analisis data pada penelitian ini menggunakan uji chi-square dan uji regresi logistik ganda.Hasil: Konsumsi energi ibu saat hamil merupakan faktor dominan yang berhubungan dengan konsumsi energi ibu saat menyusui setelah dikontrol dengan paritas dan usia ibu. Ibu yang mengonsumsi energi dalam jumlah kurang saat hamil berisiko 3,5 kali lebih besar untuk mengonsumsi energi dalam jumlah kurang saat menyusui.Kesimpulan: Konsumsi energi ibu hamil sangat penting diperhatikan karena selain diperlukan untuk pertumbuhan dan perkembangan janin, sebagai cadangan lemak yang akan digunakan saat menyusui, juga untuk menjamin agar ibu mengonsumsi energi dalam jumlah cukup saat menyusui.
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