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Mousavi M, Amiri M, Azizi F, Ramezani Tehrani F. Cardiometabolic risk factors and hypertension progression in women according to the 2017 ACC/AHA guideline for the detection of high blood pressure: a multi-state modeling approach. Clin Hypertens 2025; 31:e19. [PMID: 40336507 PMCID: PMC12055494 DOI: 10.5646/ch.2025.31.e19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Revised: 11/18/2024] [Accepted: 01/06/2025] [Indexed: 05/09/2025] Open
Abstract
Background Despite extensive research on blood pressure (BP) progression, the impact of cardiometabolic risk factors on different stages of hypertension (HTN) remains poorly understood. This study aimed to investigate how these factors affect HTN progression. Methods A community-based study of 1,740 women aged > 20 years was followed from 1999 to 2019. A multi-state model with six transitions was employed to analyze the data. Results Our findings revealed that the hazard of transition from normal BP to elevated BP intensified by age (hazard ratio [HR], 1.06; 95% confidence interval [CI], 1.04-1.08), body mass index (BMI) (HR, 1.07; 95% CI, 1.04-1.09), and a family history of HTN (HR, 2.65; 95% CI, 1.27-5.38). In addition, age (HR, 1.04; 95% CI, 1.01-1.06), BMI (HR, 1.03; 95% CI, 1.01-1.07), and parity (HR, 0.87; 95% CI, 0.77-0.97) were significantly associated with the hazard of transition from normal BP to HTN stage 1. BMI was the only risk factor in the transition from normal BP to HTN stage 2 (HR, 1.12; 95% CI, 1.01-1.24). Moreover, the family history of HTN (HR, 3.01; 95% CI, 1.02-6.83) and the type 2 diabetes mellitus (T2DM) (HR, 3.98; 95% CI, 1.81-7.73) were strongly related to the transition risk from elevated BP to HTN stage 1. Furthermore, T2DM (HR, 3.21; 95% CI, 1.11-7.26) and menopausal status (HR, 3.33; 95% CI, 1.11-7.95) were significantly associated with an increased risk of progression from HTN stage 1 to HTN stage 2. Conclusions This study demonstrates that age, BMI, and family history of HTN are key risk factors for the initial progression of HTN in women with normal BP, whereas T2DM and menopausal status play a more critical in the progression to higher stages of HTN.
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Affiliation(s)
- Maryam Mousavi
- Reproductive Endocrinology Research Center, Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Department of Biostatistics, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | - Mina Amiri
- Foundation for Research and Education Excellence, Vestavia, AL, USA
| | - Fereidoun Azizi
- Endocrine Research Center, Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Fahimeh Ramezani Tehrani
- Reproductive Endocrinology Research Center, Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Dalla Zuanna T, Batzella E, Russo F, Pitter G, Canova C. Migrant status disparities in blood pressure: a multiple mediation analysis of modifiable factors. J Epidemiol Glob Health 2023; 13:547-556. [PMID: 37421555 PMCID: PMC10468480 DOI: 10.1007/s44197-023-00136-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 06/25/2023] [Indexed: 07/10/2023] Open
Abstract
BACKGROUND We examined differences in blood pressure (BP) levels between first-generation immigrants and natives in adult residents in Northeast Italy, and investigated the role of lifestyle behaviors, body mass index (BMI), and education as potentially modifiable mediating factors. METHODS We included 20-69-year-old participants from the Health Surveillance Program of the Veneto Region (n = 37,710). Immigrants born in a high migratory pressure country (HMPC) were further grouped into geographical macro-areas. The outcomes were systolic BP (SBP) and hypertension. Multiple mediation analyses were performed to determine the contribution of each mediator of the SBP/migrant status association. RESULTS Of the 37,380 subjects included, 8.7% were born in an HMPC. BMI, education, alcohol, sweets and meat consumption were included as potential mediators. A small advantage in SBP was seen for immigrants compared to natives (β = - 0.71,95%CI - 1.30; - 0.10). The direct effect (net of the covariates) of immigrant status on SBP was a reduction of 1.62 mmHg (95%CI - 2.25; - 0.98). BMI played the highest suppressive role (β = 1.14,95%CI 0.99; 1.35), followed by education. Alcohol consumption amplified the health advantage of immigrants. The suppressing effect of BMI was particularly evident among women and North Africans compared to natives. Similar results were seen for hypertension rates. CONCLUSIONS Although causation cannot be proven given the cross-sectional design, our findings identify BMI as the most effective target to preserve the health advantage of immigrants with respect to BP levels.
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Affiliation(s)
- Teresa Dalla Zuanna
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardio-Thoraco-Vascular Sciences and Public Health, University of Padua, Via Loredan 18, 35100, Padua, Italy
| | - Erich Batzella
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardio-Thoraco-Vascular Sciences and Public Health, University of Padua, Via Loredan 18, 35100, Padua, Italy
| | - Francesca Russo
- Directorate of Prevention, Food Safety, and Veterinary Public Health-Veneto Region, Venice, Italy
| | - Gisella Pitter
- Screening and Health Impact Assessment Unit, Azienda Zero-Veneto Region, Padua, Italy
| | - Cristina Canova
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardio-Thoraco-Vascular Sciences and Public Health, University of Padua, Via Loredan 18, 35100, Padua, Italy.
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Miller NE, Steptoe A. Pericardial Fat, Socioeconomic Status, and Biological Responses to Acute Mental Stress. Psychosom Med 2023; 85:280-288. [PMID: 36705572 PMCID: PMC10082067 DOI: 10.1097/psy.0000000000001169] [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: 05/23/2022] [Revised: 11/14/2022] [Indexed: 01/27/2023]
Abstract
OBJECTIVE Central adiposity is associated with impaired biological responses to mental stress, and socioeconomic status (SES) might moderate this relationship. However, evidence for associations between pericardial fat, a fat depot implicated in the pathogenesis of cardiovascular disease (CVD), with cardiovascular and inflammatory responses to mental stress is lacking, and moderation by SES is unknown. METHODS The sample was 473 healthy men and women (mean age = 62.8 years) from the Whitehall II study. Cardiovascular and inflammatory responses to laboratory-induced mental stress, consisting of a 5-minute Stroop task and 5-minute mirror tracing task, were assessed. Pericardial fat volume was measured using electron bean computed tomography and adjusted for body surface area. SES was defined by grade of employment within the British civil service (higher/intermediate/lower). RESULTS Pericardial fat was associated with lower heart rate variability, raised heart rate, plasma interleukin-6, fibrinogen, and C-reactive protein at baseline. Furthermore, greater pericardial fat was associated with lower systolic blood pressure reactivity to mental stress, independent of sociodemographics, smoking status, waist-to-hip ratio, and baseline systolic blood pressure. There were no interactions between pericardial fat and SES for any outcome. CONCLUSIONS Greater pericardial fat was associated with numerous cardiovascular and inflammatory factors implicated in CVD. It was also related to reduced systolic blood pressure reactivity to acute mental stress, independent of central adiposity and baseline systolic blood pressure. This association did not vary by SES. Reduced systolic blood pressure reactivity to mental stress might contribute to the association between greater pericardial fat and CVD.
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Li J, Wang Z, Lin S, Pei L, Zhang L, Wang X, Chen Z, Zheng C, Kang Y, Chen L, Zhou H, Gao R. Cross-level interaction between individual education and regional chemical fertilizer consumption on the risk of hypertension: evidence from the China hypertension survey. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:6390-6400. [PMID: 35999419 DOI: 10.1007/s11356-022-22441-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 08/03/2022] [Indexed: 06/15/2023]
Abstract
Hypertension is a common and costly public health burden in China, while the interaction effects of individual and contextual level factors on the risk of hypertension remain unclear. This study aimed to investigate whether the interaction effects between individual education and regional chemical fertilizer consumption are associated with the risk of hypertension based on a cross-level interaction perspective. Data was from the China Hypertension Survey (CHS) study, which used a nationally representative sample, and was conducted between 2012 and 2015. A total of 379 467 participants aged over 18 years from 221 counties in 31 provinces were included. A cross-sectional study design and two-level logistic models were conducted to investigate the cross-level interaction between individual education and regional chemical fertilizer consumption on the risk of hypertension after adjusting for potential confounding variables. Compared to individuals with high education (college or more), the adjusted OR (95%CI) for hypertension among those in the high school, middle school, and elementary school or less was 1.16 (1.12-1.21), 1.25 (1.20-1.30), and 1.49 (1.43-1.55), respectively. The association between regional chemical fertilizer consumption and hypertension was not significant. Interaction analysis showed that regional chemical fertilizer consumption was associated with an increased risk of hypertension for individuals with lower education. These patterns were consistent after stratified by sex. This study provided evidence from the Chinese population that interaction between individual education and regional chemical fertilizer was associated with risk of hypertension. Future research and policy aimed to improve population health and reduce hypertension could address the regional context of population as well as individual factors.
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Affiliation(s)
- Jiajia Li
- Institute of Population Research, Peking University, Beijing, 100871, China
| | - Zengwu Wang
- Division of Prevention and Community Health, National Center for Cardiovascular Disease, Peking Union Medical College &, Fuwai Hospital, Chinese Academy of Medical Sciences, Beijing, 102308, China.
| | - Shiqi Lin
- Institute of Population Research, Peking University, Beijing, 100871, China
| | - Lijun Pei
- Institute of Population Research, Peking University, Beijing, 100871, China.
| | - Linfeng Zhang
- Division of Prevention and Community Health, National Center for Cardiovascular Disease, Peking Union Medical College &, Fuwai Hospital, Chinese Academy of Medical Sciences, Beijing, 102308, China
| | - Xin Wang
- Division of Prevention and Community Health, National Center for Cardiovascular Disease, Peking Union Medical College &, Fuwai Hospital, Chinese Academy of Medical Sciences, Beijing, 102308, China
| | - Zuo Chen
- Division of Prevention and Community Health, National Center for Cardiovascular Disease, Peking Union Medical College &, Fuwai Hospital, Chinese Academy of Medical Sciences, Beijing, 102308, China
| | - Congyi Zheng
- Division of Prevention and Community Health, National Center for Cardiovascular Disease, Peking Union Medical College &, Fuwai Hospital, Chinese Academy of Medical Sciences, Beijing, 102308, China
| | - Yuting Kang
- Division of Prevention and Community Health, National Center for Cardiovascular Disease, Peking Union Medical College &, Fuwai Hospital, Chinese Academy of Medical Sciences, Beijing, 102308, China
| | - Lu Chen
- Division of Prevention and Community Health, National Center for Cardiovascular Disease, Peking Union Medical College &, Fuwai Hospital, Chinese Academy of Medical Sciences, Beijing, 102308, China
| | - Haoqi Zhou
- Division of Prevention and Community Health, National Center for Cardiovascular Disease, Peking Union Medical College &, Fuwai Hospital, Chinese Academy of Medical Sciences, Beijing, 102308, China
| | - Runlin Gao
- Department of Cardiology, Peking Union Medical College &, Fuwai Hospital, Chinese Academy of Medical Sciences, Beijing, 100037, China
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Gender Differences in Prevalence and Risk Factors for Hypertension among Adult Populations: A Cross-Sectional Study in Indonesia. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18126259. [PMID: 34207848 PMCID: PMC8296037 DOI: 10.3390/ijerph18126259] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/27/2021] [Revised: 06/02/2021] [Accepted: 06/07/2021] [Indexed: 01/10/2023]
Abstract
Although hypertension is among the main public health concerns in Indonesia, due to the scarcity of data, few studies have investigated the factors associated with hypertension in men and women. This study aimed to examine the prevalence of and factors associated with hypertension among adult men and women in Indonesia. The 2018 Survey of the Sleman Health Demographic and Surveillance System was utilized, consisting of 4328 individuals aged 18+ years. Multivariable logistic regression analysis was performed to determine the sociodemographic and health behavior factors of hypertension. Overall, the prevalence of hypertension was 40% (42% in men and 38% in women). Age, abdominal obesity and chronic non-communicable diseases were the common predictors of hypertension in men and women (p < 0.05). The odds ratio of hypertension among men with low education was lower than among those with high education (OR = 0.52, 95% CI: 0.29–0.94). For women, being in the poorest socioeconomic condition increased the risk of hypertension by 1.67 times compared to the richest (95% CI: 1.21–2.32). Gender differences in the prevalence of and factors associated with hypertension were observed among adult populations in Sleman District, Yogyakarta, Indonesia. Therefore, a gender-based approach in the health prevention strategy to control hypertension for men and women is needed.
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Thu WPP, Sundström-Poromaa I, Logan S, Kramer MS, Yong EL. Blood pressure and adiposity in midlife Singaporean women. Hypertens Res 2021; 44:561-570. [PMID: 33420474 DOI: 10.1038/s41440-020-00600-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 10/13/2020] [Accepted: 10/19/2020] [Indexed: 01/29/2023]
Abstract
Hypertension is a major risk factor for cardiac events and stroke. Visceral adipose tissue (VAT) is known to increase the risk of incident hypertension in adults. Although adiposity has been linked to markers of inflammation, few studies have examined these markers as potential mediators of the association between visceral adiposity and elevated blood pressure. We evaluated sociodemographic, reproductive, and lifestyle risk factors for elevated blood pressure among midlife Singaporean women. A total of 1189 women, with a mean age of 56.3 ± 6.2 years, from the Integrated Women's Health Program (IWHP) at National University Hospital, Singapore were studied. Hypothesized risk factors and levels of inflammatory markers were examined in relation to systolic blood pressure (SBP) and diastolic blood pressure (DBP) using multivariable linear regression models. Prehypertension (SBP 120-139 mmHg and/or DBP 80-89 mmHg) and hypertension (SBP ≥140 mmHg and/or DBP ≥90 mmHg) were observed in 518 (43.6%) and 313 (26.3%) women, respectively. Compared to women in the lowest tertiles, women in the middle and upper tertiles of VAT had 7.1 (95% CI, 4.4, 9.8) mmHg and 10.2 (95% CI, 6.7, 13.7) mmHg higher adjusted SBP, respectively. Nulliparous older women with a lower education level and those with no or mild hot flashes also had a significantly higher adjusted SBP. No significant independent risk factors were observed for DBP. Adjustments for IL-6, TNF-α, and hs-CRP did not attenuate the association between VAT and SBP. In summary, we found an independent positive association between VAT and SBP. Elevated levels of inflammatory markers did not mediate the increase in SBP in women with high VAT.
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Affiliation(s)
- Win Pa Pa Thu
- Department of Obstetrics and Gynecology, Yong Loo Lin School of Medicine, National University Hospital, National University of Singapore, Singapore, 119228, Singapore
| | - Inger Sundström-Poromaa
- Department of Obstetrics and Gynecology, Yong Loo Lin School of Medicine, National University Hospital, National University of Singapore, Singapore, 119228, Singapore.,Department of Women's and Children's Health, Uppsala University, 751 85, Uppsala, Sweden
| | - Susan Logan
- Department of Obstetrics and Gynecology, Yong Loo Lin School of Medicine, National University Hospital, National University of Singapore, Singapore, 119228, Singapore
| | - Michael S Kramer
- Department of Obstetrics and Gynecology, Yong Loo Lin School of Medicine, National University Hospital, National University of Singapore, Singapore, 119228, Singapore.,Departments of Epidemiology, Biostatistics & Occupational Health and of Pediatrics, McGill University Faculty of Medicine, Montreal, QC, H3G 1Y6, Canada
| | - Eu-Leong Yong
- Department of Obstetrics and Gynecology, Yong Loo Lin School of Medicine, National University Hospital, National University of Singapore, Singapore, 119228, Singapore.
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