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Liu X, Pan H, Jiang Y, Wang Y, Abudukeremu A, Cao Z, Wu M, He W, Zhang M, Yan Z, Gao Q, Zhu W, Zhang H, Zhang Y, Chen Y, Wang J. Association between trajectory of systolic blood pressure and outcomes in heart failure patients with preserved ejection fraction (HFpEF). Eur J Intern Med 2024:S0953-6205(24)00380-7. [PMID: 39419733 DOI: 10.1016/j.ejim.2024.09.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Revised: 09/01/2024] [Accepted: 09/05/2024] [Indexed: 10/19/2024]
Abstract
BACKGROUND The optimal systolic blood pressure (SBP) in heart failure patients with preserved ejection fraction (HFpEF) remains controversial. We aim to assess the SBP trajectory and prognosis in HFpEF. METHODS AND RESULTS Patients from Treatment of Preserved Cardiac Function Heart Failure with an Aldosterone Antagonist Trial (TOPCAT) were classified into three SBP trajectory groups according to the follow-up blood pressure using a latent category trajectory model. The primary outcome was composite of cardiovascular death, cardiac arrest, and hospital readmission for heart failure. A total of 3388 patients (mean age 68.6 years, 48.5 % men) were included. Mean SBP maintained 128 mmHg in the stable SBP trajectory group, declined from 129 to 125 mmHg in the decreasing SBP trajectory group and rose from 132 to 143 mmHg in the increasing SBP trajectory group within 6 years. During a mean follow-up of 3.4 years, 654 individuals had a primary outcome. Incidence for both primary and secondary outcomes were higher in increasing SBP trajectory group and decreasing SBP trajectory group compared with stable SBP trajectory group. After adjustments, the decreasing SBP trajectory group was associated with increased risk of all outcomes (hazard ratio ≥1.32), the increasing SBP trajectory group was associated with all-cause hospitalization and stroke (hazard ratio ≥ 1.28). CONCLUSION The decreasing or increasing SBP trajectory is associated with a high risk of cardiovascular events in HFpEF, suggesting a stable SBP trajectory group (≈130 mmHg) have lower incidence of cardiovascular events and mortality. Trials are necessary to determine the optimal SBP in HFpEF.
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Affiliation(s)
- Xiao Liu
- Department of Cardiology, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China; Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology, Guangzhou, Guangdong Province, China; Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular Disease, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Hong Pan
- Department of Cardiology, Guangdong Institute of Cardiovascular Diseases, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Southern Medical University, Guangzhou, China
| | - Yuan Jiang
- Department of Cardiology, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China; Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology, Guangzhou, Guangdong Province, China; Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular Disease, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Yue Wang
- Department of Cardiology, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China; Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology, Guangzhou, Guangdong Province, China
| | - Ayiguli Abudukeremu
- Department of Cardiology, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China; Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology, Guangzhou, Guangdong Province, China
| | - Zhengyu Cao
- Department of Cardiology, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China; Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology, Guangzhou, Guangdong Province, China
| | - Maoxiong Wu
- Department of Cardiology, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China; Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology, Guangzhou, Guangdong Province, China
| | - Wanbing He
- Department of Cardiology, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China; Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology, Guangzhou, Guangdong Province, China
| | - Minghai Zhang
- Department of Cardiology, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China; Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology, Guangzhou, Guangdong Province, China
| | - Zhiwei Yan
- Provincial University Key Laboratory of Sport and Health Science, School of Physical Education and Sport Sciences, Fujian Normal University, Fuzhou, Fujian, China
| | - Qingyuan Gao
- Department of Cardiology, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China; Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology, Guangzhou, Guangdong Province, China
| | - Wengen Zhu
- Department of Cardiology, the first Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Haifeng Zhang
- Department of Cardiology, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China; Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology, Guangzhou, Guangdong Province, China; Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular Disease, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Yuling Zhang
- Department of Cardiology, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China; Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology, Guangzhou, Guangdong Province, China; Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular Disease, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Yangxin Chen
- Department of Cardiology, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China; Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology, Guangzhou, Guangdong Province, China; Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular Disease, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong Province, China
| | - Jingfeng Wang
- Department of Cardiology, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China; Guangdong Province Key Laboratory of Arrhythmia and Electrophysiology, Guangzhou, Guangdong Province, China; Guangzhou Key Laboratory of Molecular Mechanism and Translation in Major Cardiovascular Disease, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong Province, China.
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Foti K, Coresh J, Whelton PK, Matsushita K, Hardy ST, Reynolds K, Bowling CB, Walker KA, Kucharska-Newton A, Windham BG, Griswold M, Schwartz JE, Muntner P. Maintenance of Normal Blood Pressure From Middle to Older Age: Results From the Atherosclerosis Risk in Communities Study. Hypertension 2024; 81:1356-1364. [PMID: 38567509 PMCID: PMC11096029 DOI: 10.1161/hypertensionaha.123.21823] [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: 07/19/2023] [Accepted: 03/18/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND It is unknown whether maintaining normal blood pressure (BP) from middle to older age is associated with improved health outcomes. METHODS We estimated the proportion of Atherosclerosis Risk in Communities study participants who maintained normal BP from 1987 to 1989 (visit 1) through 1996 to 1998 and 2011 to 2013 (over 4 and 5 visits, respectively). Normal BP was defined as systolic BP <120 mm Hg and diastolic BP <80 mm Hg, without antihypertensive medication. We estimated the risk of cardiovascular disease, dementia, and poor physical functioning after visit 5. In exploratory analyses, we examined participant characteristics associated with maintaining normal BP. RESULTS Among 2699 participants with normal BP at baseline (mean age 51.3 years), 47.1% and 15.0% maintained normal BP through visits 4 and 5, respectively. The hazard ratios comparing participants who maintained normal BP through visit 4 but not visit 5 and through visit 5 versus those who did not maintain normal BP through visit 4 were 0.80 (95% CI, 0.63-1.03) and 0.60 (95% CI, 0.42-0.86), respectively, for cardiovascular disease, and 0.85 (95% CI, 0.71-1.01) and 0.69 (95% CI, 0.54-0.90), respectively, for poor physical functioning. Maintaining normal BP through visit 5 was more common among participants with normal body mass index versus obesity at visit 1, those with normal body mass index at visits 1 and 5, and those with overweight at visit 1 and overweight or normal body mass index at visit 5, compared with those with obesity at visits 1 and 5. CONCLUSIONS Maintaining normal BP was associated with a lower risk of cardiovascular disease and poor physical functioning.
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Affiliation(s)
- Kathryn Foti
- Department of Epidemiology, University of Alabama at Birmingham School of Public Health, Birmingham, Alabama, USA
| | - Josef Coresh
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Paul K. Whelton
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana, USA
| | - Kunihiro Matsushita
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Shakia T. Hardy
- Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Kristi Reynolds
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - C. Barrett Bowling
- Department of Veterans Affairs, Durham Geriatrics Research Education and Clinical Center, Durham, North Carolina, USA
- Department of Medicine, Duke University, Durham, North Carolina, USA
| | - Keenan A. Walker
- Laboratory of Behavioral Neuroscience, National Institute on Aging, Baltimore, Maryland, USA
| | - Anna Kucharska-Newton
- Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- College of Public Health, University of Kentucky, Lexington, Kentucky, USA
| | - B. Gwen Windham
- Department of Medicine, Division of Geriatrics, University of Mississippi Medical Center, Jackson, Mississippi, USA
| | - Michael Griswold
- Department of Medicine, Division of Geriatrics, University of Mississippi Medical Center, Jackson, Mississippi, USA
| | - Joseph E. Schwartz
- Department of Medicine, Columbia University Irving Medical Center, New York, New York, USA
- Department of Psychiatry, Stony Brook University, Stony Brook, New York, USA
| | - Paul Muntner
- Department of Epidemiology, University of Alabama at Birmingham School of Public Health, Birmingham, Alabama, USA
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Graffy P, Zimmerman L, Luo Y, Yu J, Choi Y, Zmora R, Lloyd-Jones D, Allen NB. Longitudinal clustering of Life's Essential 8 health metrics: application of a novel unsupervised learning method in the CARDIA study. J Am Med Inform Assoc 2024; 31:406-415. [PMID: 38070172 PMCID: PMC10797259 DOI: 10.1093/jamia/ocad240] [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: 06/20/2023] [Revised: 11/26/2023] [Accepted: 11/27/2023] [Indexed: 01/22/2024] Open
Abstract
OBJECTIVE Changes in cardiovascular health (CVH) during the life course are associated with future cardiovascular disease (CVD). Longitudinal clustering analysis using subgraph augmented non-negative matrix factorization (SANMF) could create phenotypic risk profiles of clustered CVH metrics. MATERIALS AND METHODS Life's Essential 8 (LE8) variables, demographics, and CVD events were queried over 15 ears in 5060 CARDIA participants with 18 years of subsequent follow-up. LE8 subgraphs were mined and a SANMF algorithm was applied to cluster frequently occurring subgraphs. K-fold cross-validation and diagnostics were performed to determine cluster assignment. Cox proportional hazard models were fit for future CV event risk and logistic regression was performed for cluster phenotyping. RESULTS The cohort (54.6% female, 48.7% White) produced 3 clusters of CVH metrics: Healthy & Late Obesity (HLO) (29.0%), Healthy & Intermediate Sleep (HIS) (43.2%), and Unhealthy (27.8%). HLO had 5 ideal LE8 metrics between ages 18 and 39 years, until BMI increased at 40. HIS had 7 ideal LE8 metrics, except sleep. Unhealthy had poor levels of sleep, smoking, and diet but ideal glucose. Race and employment were significantly different by cluster (P < .001) but not sex (P = .734). For 301 incident CV events, multivariable hazard ratios (HRs) for HIS and Unhealthy were 0.73 (0.53-1.00, P = .052) and 2.00 (1.50-2.68, P < .001), respectively versus HLO. A 15-year event survival was 97.0% (HIS), 96.3% (HLO), and 90.4% (Unhealthy, P < .001). DISCUSSION AND CONCLUSION SANMF of LE8 metrics identified 3 unique clusters of CVH behavior patterns. Clustering of longitudinal LE8 variables via SANMF is a robust tool for phenotypic risk assessment for future adverse cardiovascular events.
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Affiliation(s)
- Peter Graffy
- Department of Preventive Medicine, Northwestern University, Chicago, IL 60611, United States
| | - Lindsay Zimmerman
- Department of Preventive Medicine, Northwestern University, Chicago, IL 60611, United States
| | - Yuan Luo
- Department of Preventive Medicine, Northwestern University, Chicago, IL 60611, United States
| | - Jingzhi Yu
- Department of Preventive Medicine, Northwestern University, Chicago, IL 60611, United States
| | - Yuni Choi
- Division of Epidemiology and Community Health, University of Minnesota, Minneapolis, MN 55455, United States
| | - Rachel Zmora
- Department of Preventive Medicine, Northwestern University, Chicago, IL 60611, United States
| | - Donald Lloyd-Jones
- Department of Preventive Medicine, Northwestern University, Chicago, IL 60611, United States
| | - Norrina Bai Allen
- Department of Preventive Medicine, Northwestern University, Chicago, IL 60611, United States
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Tao Z, Qu Q, Li J, Li X. Factors influencing blood pressure variability in postmenopausal women: evidence from the China Health and Nutrition Survey. Clin Exp Hypertens 2023; 45:2181356. [PMID: 36842972 DOI: 10.1080/10641963.2023.2181356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/28/2023]
Abstract
BACKGROUND The aim is to identify the factors influencing blood pressure variability in postmenopausal women based on the China Health and Nutrition Survey (CHNS). MATERIAL AND METHODS The data on postmenopausal women between 1993 and 2015 were extracted from the CHNS. Group-based trajectory modeling was used to analyze the development track of blood pressure changes, based on which the subjects were separately divided into two groups for systolic blood pressure (SBP) and diastolic blood pressure (DBP). Univariate and multivariate analyzes were performed to analyze the factors influencing SBP and DBP. RESULTS A total of 346 women were eligible for the study. Group-based trajectory modeling showed two different trajectories of blood pressure, including the low-level, slowly developed type and the high-level, rapidly developed, stable type of SBP, as well as the low-level, slowly developed type and the high-level, slowly developed type of DBP. In multivariate analysis, age (odds ratio [OR]: 1.118, 95% confidence interval [CI]: 1.082-1.156), body mass index (BMI) (OR: 2.239, 95%CI: 1.010-4.964), antihypertensive agents (OR: 7.293, 95%CI: 2.191-24.275), hip circumference (OR: 1.069, 95%CI: 1.014-1.128) and marital status (OR: 3.103, 95%CI: 1.028-9.361) were found to be the significant factors influencing SBP; age (OR: 1.067, 95%CI: 1.039-1.096), alcohol consumption (OR: 2.741, 95%CI: 1.169-6.429), antihypertensive agents (OR: 4.577, 95%CI: 1.553-13.492), hip circumference (OR: 1.093, 95%CI: 1.049-1.138), and marital status (OR: 3.615, 95%CI: 1.228-10.644) were the predominant factors influencing DBP. CONCLUSIONS In postmenopausal women, age, BMI, antihypertensive agents, hip circumference, and marital status are associated with SBP changes, while age, alcohol consumption, antihypertensive agents, hip circumference, and marital status with DBP variability. MESH KEYWORDS postmenopausal women, blood pressure, development track, influencing factors, CHNS.
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Affiliation(s)
- Zhonge Tao
- Department of Gynecology, Tianjin First Center Hospital, Tianjin, P.R. China
| | - Quanxin Qu
- Department of Gynecology, Tianjin First Center Hospital, Tianjin, P.R. China
| | - Jing Li
- Department of Gynecology, Tianjin First Center Hospital, Tianjin, P.R. China
| | - Xiaolin Li
- Department of Gynecology, Tianjin First Center Hospital, Tianjin, P.R. China
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Song Z, Zhao H, Wei Z, Zhao W, Tan Y, Yang P, Chen S, Wu Y, Li Y, Wu S. Mean arterial pressure trajectory with premature cardiovascular disease and all-cause mortality in young adults: the Kailuan prospective cohort study. Front Cardiovasc Med 2023; 10:1222995. [PMID: 37771669 PMCID: PMC10525694 DOI: 10.3389/fcvm.2023.1222995] [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: 05/15/2023] [Accepted: 09/04/2023] [Indexed: 09/30/2023] Open
Abstract
Background The association between mean arterial pressure (MAP) trajectory in young adults and risk of cardiovascular diseases (CVD) and all-cause mortality is not well-characterized. The objective of this study was to investigate the effects of different MAP trajectory on the risk of CVD and all-cause mortality among the young. Methods In the Kailuan cohort study, 19,171 participants aged 18-40 years were enrolled without CVD (including myocardial infarction, stroke, atrial fibrillation and heart failure). The potential hybrid model was used to fit different trajectory patterns according to longitudinal changes of MAP. Hazard ratios and 95% confidence intervals for risk of CVD and all-cause mortality were analyzed using Cox proportional hazard regression models for participants with different trajectories. Results Five distinct MAP trajectories were identified during 2006-2013. Each of the trajectories was labelled as low-stable, middle-stable, decreasing, increasing, or high-stable. With the low-stable trajectory group as the reference, the multivariate adjusted HR (95%CI) of CVD for the middle-stable, decreasing, increasing and high-stable groups were 2.49 (1.41-4.40), 5.18 (2.66-10.06), 5.91 (2.96-11.80) and 12.68 (6.30-25.51), respectively. The HR (95%CI) for all-cause deaths were 1.27 (0.84-1.94), 2.01 (1.14-3.55), 1.96 (1.04-4.3.72), and 3.28 (1.69-6.37), respectively. Conclusion In young adults, MAP trajectories were associated with the risk of CVD or all-cause mortality and increasing MAP trajectories within the currently designated "normal" range may still increase the risk for CVD.
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Affiliation(s)
- Zongshuang Song
- School of Public Health, North China University of Science and Technology, Tangshan, China
| | - Haiyan Zhao
- Department of Cardiology, Kailuan General Hospital, Tangshan, China
| | - Zhihao Wei
- School of Public Health, North China University of Science and Technology, Tangshan, China
| | - Wenliu Zhao
- School of Public Health, North China University of Science and Technology, Tangshan, China
| | - Yizhen Tan
- School of Public Health, North China University of Science and Technology, Tangshan, China
| | - Peng Yang
- Department of Neurosurgery, Affiliated Hospital of North China University of Science and Technology, Tangshan, China
| | - Shuohua Chen
- Department of Cardiology, Kailuan General Hospital, Tangshan, China
| | - YunTao Wu
- Department of Cardiology, Kailuan General Hospital, Tangshan, China
| | - Yun Li
- School of Public Health, North China University of Science and Technology, Tangshan, China
| | - Shouling Wu
- Department of Cardiology, Kailuan General Hospital, Tangshan, China
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Reges O, Krefman AE, Hardy ST, Yano Y, Muntner P, Pool LR, Gordon-Larsen P, Wang Y, Lloyd-Jones DM, Allen NB. Race- and Sex-Specific Factors Associated With Age-Related Slopes in Systolic Blood Pressure: Findings From the CARDIA Study. Hypertension 2023; 80:1890-1899. [PMID: 37470199 DOI: 10.1161/hypertensionaha.123.21217] [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: 03/13/2023] [Accepted: 07/06/2023] [Indexed: 07/21/2023]
Abstract
BACKGROUND Although blood pressure (BP) increases throughout young adulthood for most individuals, the age-related slope is not uniform. This study aimed to assess associations of demographic, clinical, behavioral, psychosocial, and neighborhood characteristics with age-related BP slope among 4 race-sex groups who participated in the Coronary Artery Risk Development in Young Adults study. METHODS Individuals (n=3554) aged 18 to 30 years were included in this analysis if they had normal BP at baseline and ≥2 BP measurements during the years 1985/1986 to 2015/2016. Associations of exposure variables with systolic BP slope were assessed using multivariate linear models. RESULTS Over a mean follow-up of ~30 years, greater decade increases in systolic BP were estimated among Black than White participants (mean difference between Black females and White females: 3.0 mm Hg/decade; between Black males and White males: 4.7 mm Hg/decade). The exposure risk factors associated with greater increases in systolic BP throughout adulthood varied by race and sex. None of these factors were associated with increases in systolic BP in all race-sex groups. Parent history of high BP was associated with a steeper positive slope among Black females (effect size per decade: 1.1 [95% CI, 0.6-1.6]; P<0.01), Black males (0.6 [95% CI, 0.02-1.2]; P<0.05), and White females (0.6 [95% CI, 0.2-1.0]; P<0.01). Other risk factors were associated with greater age-related yearly increases in systolic BP among 1 or 2 of the 4 race-sex groups or were not statistically significant. CONCLUSIONS Culturally tailored BP reduction approach should be considered in conjunction with primordial prevention, to moderate increases in BP throughout adulthood.
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Affiliation(s)
- Orna Reges
- Department of Health Systems Management, Ariel University, Israel (O.R.)
- Department of Preventive Medicine, Northwestern University, Feinberg School of Medicine, Chicago, IL (O.R., A.E.K., L.R.P., Y.W., D.M.L.-J., N.B.A.)
| | - Amy E Krefman
- Department of Preventive Medicine, Northwestern University, Feinberg School of Medicine, Chicago, IL (O.R., A.E.K., L.R.P., Y.W., D.M.L.-J., N.B.A.)
| | - Shakia T Hardy
- Department of Epidemiology, University of Alabama at Birmingham (S.T.H., P.M.)
| | - Yuichiro Yano
- Department of Family Medicine and Community Health, Duke University School of Medicine, Durham, NC (Y.Y.)
| | - Paul Muntner
- Department of Epidemiology, University of Alabama at Birmingham (S.T.H., P.M.)
| | - Lindsay R Pool
- Department of Preventive Medicine, Northwestern University, Feinberg School of Medicine, Chicago, IL (O.R., A.E.K., L.R.P., Y.W., D.M.L.-J., N.B.A.)
| | - Penny Gordon-Larsen
- Department of Nutrition, University of North Carolina, Gillings School of Global Public Health, Chapel Hill, NC (P.G.-L.)
| | - Yaojie Wang
- Department of Preventive Medicine, Northwestern University, Feinberg School of Medicine, Chicago, IL (O.R., A.E.K., L.R.P., Y.W., D.M.L.-J., N.B.A.)
| | - Donald M Lloyd-Jones
- Department of Preventive Medicine, Northwestern University, Feinberg School of Medicine, Chicago, IL (O.R., A.E.K., L.R.P., Y.W., D.M.L.-J., N.B.A.)
| | - Norrina B Allen
- Department of Preventive Medicine, Northwestern University, Feinberg School of Medicine, Chicago, IL (O.R., A.E.K., L.R.P., Y.W., D.M.L.-J., N.B.A.)
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Pan-Doh N, Guo X, Arsiwala-Scheppach LT, Walker KA, Sharrett AR, Abraham AG, Ramulu PY. Associations of Midlife and Late-Life Blood Pressure Status With Late-Life Retinal OCT Measures. Transl Vis Sci Technol 2023; 12:3. [PMID: 36729476 PMCID: PMC9907367 DOI: 10.1167/tvst.12.2.3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
Purpose To explore the relationship of long-term blood pressure (BP) patterns with late-life optical coherence tomography (OCT) structural measures reflecting optic nerve health. Methods Participants in this community-based cohort study of black and white individuals were part of the Atherosclerosis Risk in Communities study and the nested Eye Determinants of Cognition (EyeDOC) study. Participants had BP measured six times from 1987 to 2017 and were categorized into five BP patterns: sustained normotension; midlife normotension, late-life hypertension (systolic BP [SBP] >140 mmHg or diastolic BP [DBP] >90 mmHg or antihypertensive medication use); sustained hypertension; midlife normotension, late-life hypotension (SBP <90 mmHg or DBP <60 mmHg); and midlife hypertension, late-life hypotension. Multivariable linear regression modeling was used to evaluate associations between BP patterns and late-life OCT ganglion cell complex (GCC) and peripapillary retinal nerve fiber layer (RNFL) thickness. Results In total, 931 eyes of 931 participants (mean age at EyeDOC visit = 80 years; 63% female; 45% black) were included. Mean GCC and RNFL thicknesses in the sustained normotension pattern were 90.8 ± 10.3 µm and 89.9 ± 11.2 µm versus 89.4 ± 11.9 µm and 90.1 ± 12.2 µm in the sustained hypertension pattern (P > 0.05). Compared to the sustained normotension pattern, no significant differences in GCC or RNFL thickness were found for any anomalous BP pattern. Conclusions Assessment of long-term BP status showed no significant associations with late-life OCT structural measures. Translational Relevance OCT imaging results in our population-based sample suggest that neither hypertension, even when present in midlife, nor late-life hypotension are significant risk factors for late-life optic nerve damage.
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Affiliation(s)
- Nathan Pan-Doh
- Wilmer Eye Institute, Johns Hopkins Medicine, Baltimore, MD, USA
| | - Xinxing Guo
- Wilmer Eye Institute, Johns Hopkins Medicine, Baltimore, MD, USA
| | | | - Keenan A. Walker
- Laboratory of Behavioral Neuroscience, National Institute on Aging, Intramural Research Program, Baltimore, MD, USA
| | - A. Richey Sharrett
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Alison G. Abraham
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA,Department of Epidemiology, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA,Department of Ophthalmology, University of Colorado, Anschutz Medical Campus, Aurora, CO, USA
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Dasinger JH, Joe B, Abais-Battad JM. Microbiota-associated mechanisms underlying sexual dimorphism in hypertension. MICROBIOTA AND HOST 2023; 1:e230016. [PMID: 38107627 PMCID: PMC10723812 DOI: 10.1530/mah-23-0016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2023]
Abstract
Consistent research over the last 20 years has shown that there are clear sex differences in the pathogenesis of hypertension, the leading risk factor for the development of cardiovascular diseases. More recently, there is evidence in both humans and experimental animal models that causally implicates the gut microbiota in hypertension. It therefore follows that sex differences in the gut microbiota may mediate the extent of disease between sexes. This new field is rapidly changing and advancing, and the purpose of this review is to cover the most up-to-date evidence regarding the sexual dimorphism of the gut microbiota and its potential influence on the differential manifestation of hypertension in males versus females. Emphasis will be placed on the mechanisms thought to contribute to these sex differences in both the gut microbiota and hypertension, including sex steroid hormones, gut-derived metabolites, the immune system, and pregnancy.
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Affiliation(s)
| | - Bina Joe
- Department of Physiology and Pharmacology, University of
Toledo College of Medicine and Life Sciences
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Clinical information from repeated blood pressure measurements in the management of heart failure with preserved ejection fraction. Hypertens Res 2023; 46:475-484. [PMID: 36380201 DOI: 10.1038/s41440-022-01079-9] [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: 07/08/2022] [Revised: 09/11/2022] [Accepted: 09/14/2022] [Indexed: 11/16/2022]
Abstract
It remains unclear whether cumulative blood pressure (BP) exposure is associated with adverse outcomes in heart failure with preserved ejection fraction (HFpEF). The aim was to investigate the associations of adverse health outcomes with cumulative BP exposure as captured by weighted BP, cumulative BP and trends in BP over a 1-year timespan from baseline to a 12-month visit among 1303 patients with HFpEF (49.5% women; mean age, 71.5 years) enrolled in the TOPCAT (Treatment of Preserved Cardiac Function Heart Failure with an Aldosterone Antagonist) trial. The primary endpoints consisted of death from cardiovascular causes, aborted cardiac arrest, or hospitalization for the management of heart failure.We computed hazard ratios with a 1-SD increase in weighted BP and cumulative BP. In the spironolactone group, compared with patients with a downward trend in BP, those with an upward trend had higher event rates. However, there were no differences in event rates between those with upward and downward trends in BP in the placebo group. In multivariable-adjusted analyses that additionally accounted for baseline BP, weighted systolic BP and cumulative systolic BP predicted (P ≤ 0.037) the primary composite endpoint (hazard ratio [HR], 1.21; 95% CI, 1.05-1.39/1.15; 1.01-1.31) and hospitalization for HF (1.29; 1.09-1.52/1.18; 1.02-1.37), respectively. Among patients aged ≤72 years, cumulative systolic BP increased (P ≤ 0.016) the risk of the primary endpoint and hospitalization for HF. Higher cumulative systolic BP exposure conferred a higher risk of the primary endpoint and hospitalization for HF, independent of baseline BP. Our findings underscore that longitudinal BP measurements may refine risk stratification for patients with HFpEF.
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10
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Xiong Z, Li J, Lin Y, Ye X, Xie P, Zhang S, Liu M, Huang Y, Liao X, Zhuang X. Intensity of hypertensive exposure in young adulthood and subclinical atherosclerosis in middle age: Evidence from the CARDIA study. Front Cardiovasc Med 2022; 9:959146. [PMID: 36568541 PMCID: PMC9768548 DOI: 10.3389/fcvm.2022.959146] [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: 06/01/2022] [Accepted: 11/07/2022] [Indexed: 12/12/2022] Open
Abstract
Background Chronically high blood pressure (HBP) is a known risk factor for cardiovascular diseases. We measured the intensity of hypertensive exposure in young adults and calculated its prognostic significance for subclinical atherosclerosis in middle age. Methods The Coronary Artery Risk Development in Young Adults (CARDIA) study enrolled 5,115 healthy black and white Americans who were 18-30 years old at baseline (1985-1986). The intensity of hypertensive exposure was calculated as the area under the curve (mm Hg × years) from baseline to year 15. Coronary artery calcium (CAC) was identified at years 15, 20, and 25, and intima-media thickness (IMT) was identified at year 20. Results At baseline, the mean age was 40.1 years; 55.1% of participants were women, and 46.5% were black. After adjustment, cumulative systolic BP (SBP) was positively associated with CAC [hazard ratio (HR) = 1.23 (1.14, 1.32)] and IMT [β = 0.022 (0.017, 0.028)]. For CAC, the C-statistic for cumulative SBP was 0.643 (0.619, 0.667); compared to baseline SBP, the net reclassification index (NRI) of cumulative SBP was 0.180 (0.115, 0.256) and the integrated discrimination improvement (IDI) was 0.023 (0.012, 0.036). For IMT, the C-statistic for cumulative SBP was 0.674 (0.643, 0.705), the NRI was 0.220 (0.138, 0.305), and the IDI was 0.008 (0.004, 0.0012). Conclusion Greater intensity of hypertensive exposure in early adulthood is associated with subclinical atherosclerosis in middle age and provides better prognostic value than baseline BP for early cardiovascular risk.
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Affiliation(s)
- Zhenyu Xiong
- Department of Cardiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China,NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, Guangzhou, China
| | - Jiaying Li
- Guangdong Provincial Geriatrics Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Yifen Lin
- Department of Cardiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China,NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, Guangzhou, China
| | - Xiaomin Ye
- Department of Cardiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China,NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, Guangzhou, China
| | - Peihan Xie
- Department of Ultrasonography, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Shaozhao Zhang
- Department of Cardiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China,NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, Guangzhou, China
| | - Menghui Liu
- Department of Cardiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China,NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, Guangzhou, China
| | - Yiquan Huang
- Department of Cardiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China,NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, Guangzhou, China
| | - Xinxue Liao
- Department of Cardiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China,NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, Guangzhou, China,Xinxue Liao
| | - Xiaodong Zhuang
- Department of Cardiology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China,NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, Guangzhou, China,Center for Information Technology and Statistics, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China,*Correspondence: Xiaodong Zhuang
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11
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Changes in blood pressure and cardiovascular disease in middle-aged to older Chinese: the Guangzhou Biobank Cohort Study. J Hypertens 2022; 40:2005-2012. [PMID: 36018223 DOI: 10.1097/hjh.0000000000003216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Most studies on the associations of blood pressure (BP) with cardiovascular disease (CVD) risk were based on single or average BP levels. Knowledge on the association between BP trajectories and CVD in middle-aged individuals who are not on antihypertensive medication may inform the care of individuals in this group whose BPs are not controlled. METHODS Eight thousand nine hundred and sixty-nine participants aged 50-70 years, without CVD at baseline and not taking antihypertensive medication throughout the study, were included. Four time-points data from the Guangzhou Biobank Cohort Study were used to identify BP trajectories using latent class mixed model. Cox regression was used to investigate the association of BP trajectories with fatal and nonfatal CVD till April 2021. RESULTS Three SBP trajectories were identified: 'low-slow-increase' characterized by SBP from 110 to 125 mmHg (86.5%); 'low-increase' from 110 to 150 mmHg (8.1%) and 'moderate-increase' from 125 to 155 mmHg (5.4%). Compared with the low-slow-increase group, the moderate-increase had the highest risk of CVD (hazard ratio = 1.76, 95% confidence interval = 1.34-2.29), ischemic heart disease (1.77, 1.01-3.09), myocardial infarction (3.52, 1.58-7.85), all strokes (1.88, 1.37-2.60), ischemic stroke (1.65, 1.10-2.49), haemorrhagic stroke (3.98, 1.30-12.12) and CVD mortality (2.41, 1.55-3.76). Higher risks of CVD (1.27, 1.01-1.61) and ischemic stroke (1.49, 1.07-2.09) in the low-increase group were also found. CONCLUSION Most people between 50 and 70 years of age and not taking antihypertensive medication maintained a slow increase SBP trajectory over a follow-up period of approximately 7 years. However, those whose SBPs increased from low and moderate levels were associated with higher CVD risks.
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12
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Lee KJ, Kim BJ, Han MK, Kim JT, Choi KH, Shin DI, Cha JK, Kim DH, Kim DE, Ryu WS, Park JM, Kang K, Lee SJ, Oh MS, Yu KH, Lee BC, Hong KS, Cho YJ, Choi JC, Park TH, Park SS, Kwon JH, Kim WJ, Lee J, Sohn SI, Hong JH, Lee KB, Lee JS, Lee J, Gorelick PB, Bae HJ. One-Year Blood Pressure Trajectory After Acute Ischemic Stroke. J Am Heart Assoc 2022; 11:e023747. [PMID: 35195014 PMCID: PMC9075074 DOI: 10.1161/jaha.121.023747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Although the effect of blood pressure on poststroke outcome is well recognized, the long-term trajectory of blood pressure after acute ischemic stroke and its influence on outcomes have not been studied well. Methods and Results We analyzed systolic blood pressure (SBP) measurements in 5514 patients with acute ischemic stroke at ≥2 of 7 prespecified time points during the first year after stroke among those enrolled in a multicenter prospective registry. Longitudinal SBPs were categorized using a group-based trajectory model. The primary outcome was a composite of stroke recurrence, myocardial infarction, and all-cause mortality up to 1 year after stroke. The study subjects were categorized into 4 SBP trajectory groups: low (27.0%), moderate (59.5%), persistently high (1.2%), and slowly dropping (12.4%). In the first 3 groups, SBP decreased during the first 3 to 7 days and remained steady thereafter. In the slowly dropping SBP group, SBPs decreased from 182 to 135 mm Hg during the first 30 days, then paralleled the trajectory of the moderate SBP group. Compared with the reference, the moderate SBP group, the slowly dropping SBP group was at higher risk for the primary outcome (adjusted hazard ratio [HR], 1.32; 95% CI, 1.05‒1.65) and mortality (adjusted HR, 1.35; 95% CI, 1.03‒1.78). Primary outcome rates were similarly high in the persistently high SBP group. Conclusions Four 1-year longitudinal SBP trajectories were identified in patients with acute ischemic stroke. Patients in the slowly dropping SBP and persistently high SBP trajectory groups were prone to adverse cardiovascular outcomes after stroke.
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Affiliation(s)
- Keon-Joo Lee
- Department of Neurology Seoul National University Bundang Hospital Seongnam Korea.,Department of Neurology Korea University Guro Hospital Seoul Korea
| | - Beom Joon Kim
- Department of Neurology Seoul National University Bundang Hospital Seongnam Korea
| | - Moon-Ku Han
- Department of Neurology Seoul National University Bundang Hospital Seongnam Korea
| | - Joon-Tae Kim
- Department of Neurology Chonnam National University Hospital Gwangju Korea
| | - Kang Ho Choi
- Department of Neurology Chonnam National University Hospital Gwangju Korea
| | - Dong-Ick Shin
- Department of Neurology Chungbuk National University Hospital Cheongju Korea
| | - Jae-Kwan Cha
- Department of Neurology Dong-A University Hospital Busan Korea
| | - Dae-Hyun Kim
- Department of Neurology Dong-A University Hospital Busan Korea
| | - Dong-Eog Kim
- Department of Neurology Dongguk University Ilsan Hospital Goyang Korea
| | - Wi-Sun Ryu
- Department of Neurology Dongguk University Ilsan Hospital Goyang Korea
| | - Jong-Moo Park
- Department of Neurology Uijeongbu Eulji Medical CenterEulji University Seoul Korea
| | - Kyusik Kang
- Department of Neurology Nowon Eulji Medical CenterEulji University Seoul Korea
| | - Soo Joo Lee
- Department of Neurology Eulji University Hospital Daejeon Korea
| | - Mi-Sun Oh
- Department of Neurology Hallym University Sacred Heart Hospital Anyang Korea
| | - Kyung-Ho Yu
- Department of Neurology Hallym University Sacred Heart Hospital Anyang Korea
| | - Byung-Chul Lee
- Department of Neurology Hallym University Sacred Heart Hospital Anyang Korea
| | - Keun-Sik Hong
- Department of Neurology Inje University Ilsan Paik Hospital Goyang Korea
| | - Yong-Jin Cho
- Department of Neurology Inje University Ilsan Paik Hospital Goyang Korea
| | - Jay Chol Choi
- Department of Neurology Jeju National University Hospital Jeju Korea
| | - Tai Hwan Park
- Department of Neurology Seoul Medical Center Seoul Korea
| | - Sang-Soon Park
- Department of Neurology Seoul Medical Center Seoul Korea
| | - Jee-Hyun Kwon
- Department of Neurology Ulsan University Hospital Ulsan Korea
| | - Wook-Joo Kim
- Department of Neurology Ulsan University Hospital Ulsan Korea
| | - Jun Lee
- Department of Neurology Yeungnam University Medical Center Daegu Korea
| | - Sung Il Sohn
- Department of Neurology Keimyung University Dongsan Medical Center Daegu Korea
| | - Jeong-Ho Hong
- Department of Neurology Keimyung University Dongsan Medical Center Daegu Korea
| | - Kyung Bok Lee
- Department of Neurology Soonchunhyang University Hospital Seoul Korea
| | - Ji Sung Lee
- Clinical Research Center Asan Medical Center Seoul Korea
| | - Juneyoung Lee
- Department of Biostatistics Korea University Seoul Korea
| | - Philip B Gorelick
- Davee Department of Neurology Feinberg School of MedicineNorthwestern University Chicago IL.,Department of Translational Neuroscience Michigan State UniversityCollege of Human Medicine Grand Rapids MI
| | - Hee-Joon Bae
- Department of Neurology Seoul National University Bundang Hospital Seongnam Korea
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Liu S, Liao Y, Zhu Z, Wang S, Li Y, Liang D, Xie Y, Zhang Z. Association between cumulative blood pressure in early adulthood and right ventricular structure and function in middle age: The CARDIA study. Clin Cardiol 2022; 45:83-90. [PMID: 34979043 PMCID: PMC8799061 DOI: 10.1002/clc.23763] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Revised: 11/07/2021] [Accepted: 12/13/2021] [Indexed: 12/16/2022] Open
Abstract
OBJECTIVE Cumulative blood pressure (BP) exposure is a known risk factor for cardiovascular disease. This study sought to investigate the association between cumulative BP from early adulthood to middle age and right ventricular (RV) structure and function in middle age. METHODS We included 2844 participants from the CARDIA study (Coronary Artery Risk Development in Young Adults). Cumulative BP over the 30-years follow-up was defined as the sum of the product of mean BP for each pair of consecutive examinations and the time interval between these two consecutive examinations in years. RV structure and function were assessed by echocardiography. The main analyses utilized logistic and linear regression models. RESULTS In fully adjusted models, higher cumulative systolic BP was independently associated with lower tricuspid annular plane systolic excursion (TAPSE), right ventricular peak systolic velocity (RVS'), right ventricular early diastolic velocity (RVe'), and higher pulmonary arterial systolic pressure. Higher cumulative diastolic BP was independently associated with smaller RV basal diameter, lower TAPSE, RVS', and RVe'. For categorical analyses of RV dysfunction, cumulative systolic BP was not related to systolic dysfunction. Per 1-SD increase in cumulative systolic BP was associated with a higher risk of diastolic dysfunction, while an increase in cumulative diastolic BP was associated with a higher risk of systolic dysfunction and diastolic dysfunction. CONCLUSIONS Cumulative exposure to increased BP from early adulthood to middle age was associated with incipient RV systolic and diastolic dysfunction in middle age. Exposure to higher diastolic BP levels from early adulthood to middle age was associated with a smaller RV basal diameter in middle age.
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Affiliation(s)
- Shenrong Liu
- Department of Cardiac Pediatrics, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital/Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Yanfen Liao
- Department of Stomatology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Zongyuan Zhu
- Department of Huiqiao Building, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Shushui Wang
- Department of Cardiac Pediatrics, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital/Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Yifan Li
- Department of Cardiac Pediatrics, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital/Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Dongpo Liang
- Department of Cardiac Pediatrics, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital/Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Yumei Xie
- Department of Cardiac Pediatrics, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital/Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Zhiwei Zhang
- Department of Cardiac Pediatrics, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital/Guangdong Academy of Medical Sciences, Guangzhou, China
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14
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Stevens D, Lane DA, Harrison SL, Lip GYH, Kolamunnage-Dona R. Modelling of longitudinal data to predict cardiovascular disease risk: a methodological review. BMC Med Res Methodol 2021; 21:283. [PMID: 34922465 PMCID: PMC8684210 DOI: 10.1186/s12874-021-01472-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2021] [Accepted: 11/15/2021] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVE The identification of methodology for modelling cardiovascular disease (CVD) risk using longitudinal data and risk factor trajectories. METHODS We screened MEDLINE-Ovid from inception until 3 June 2020. MeSH and text search terms covered three areas: data type, modelling type and disease area including search terms such as "longitudinal", "trajector*" and "cardiovasc*" respectively. Studies were filtered to meet the following inclusion criteria: longitudinal individual patient data in adult patients with ≥3 time-points and a CVD or mortality outcome. Studies were screened and analyzed by one author. Any queries were discussed with the other authors. Comparisons were made between the methods identified looking at assumptions, flexibility and software availability. RESULTS From the initial 2601 studies returned by the searches 80 studies were included. Four statistical approaches were identified for modelling the longitudinal data: 3 (4%) studies compared time points with simple statistical tests, 40 (50%) used single-stage approaches, such as including single time points or summary measures in survival models, 29 (36%) used two-stage approaches including an estimated longitudinal parameter in survival models, and 8 (10%) used joint models which modelled the longitudinal and survival data together. The proportion of CVD risk prediction models created using longitudinal data using two-stage and joint models increased over time. CONCLUSIONS Single stage models are still heavily utilized by many CVD risk prediction studies for modelling longitudinal data. Future studies should fully utilize available longitudinal data when analyzing CVD risk by employing two-stage and joint approaches which can often better utilize the available data.
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Affiliation(s)
- David Stevens
- Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool, L7 8TX, UK.,Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK
| | - Deirdre A Lane
- Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool, L7 8TX, UK. .,Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK. .,Department of Clinical Medicine, Aalborg University, Aalborg, Denmark.
| | - Stephanie L Harrison
- Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool, L7 8TX, UK.,Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK
| | - Gregory Y H Lip
- Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool, L7 8TX, UK.,Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK.,Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Ruwanthi Kolamunnage-Dona
- Department of Health Data Science, Institute of Population Health, University of Liverpool, Liverpool, UK
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15
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Feofanova EV, Lim E, Chen H, Lee M, Liu CT, Cupples LA, Boerwinkle E. Exome sequence association study of levels and longitudinal change of cardiovascular risk factor phenotypes in European Americans and African Americans from the Atherosclerosis Risk in Communities Study. Genet Epidemiol 2021; 45:651-663. [PMID: 34167169 PMCID: PMC9047057 DOI: 10.1002/gepi.22390] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Revised: 04/09/2021] [Accepted: 05/04/2021] [Indexed: 12/21/2022]
Abstract
Cardiovascular disease (CVD) is responsible for 31% of all deaths worldwide. Among CVD risk factors are age, race, increased systolic blood pressure (BP), and dyslipidemia. Both BP and blood lipids levels change with age, with a dose-dependent relationship between the cumulative exposure to hyperlipidemia and the risk of CVD. We performed an exome sequence association study using longitudinal data with up to 7805 European Americans (EAs) and 3171 African Americans (AAs) from the Atherosclerosis Risk in Communities (ARIC) study. We assessed associations of common (minor allele frequency > 5%) nonsynonymous and splice-site variants and gene-based sets of rare variants with levels and with longitudinal change of seven CVD risk factor phenotypes (BP traits: systolic BP, diastolic BP, pulse pressure; lipids traits: triglycerides, total cholesterol, high-density lipoprotein cholesterol [HDL-C], low-density lipoprotein cholesterol [LDL-C]). Furthermore, we investigated the relationship of the identified variants and genes with select CVD endpoints. We identified two novel genes: DCLK3 associated with the change of HDL-C levels in AAs and RAB7L1 associated with the change of LDL-C levels in EAs. RAB7L1 is further associated with an increased risk of heart failure in ARIC EAs. Investigation of the contribution of genetic factors to the longitudinal change of CVD risk factor phenotypes promotes our understanding of the etiology of CVD outcomes, stressing the importance of incorporating the longitudinal structure of the cohort data in future analyses.
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Affiliation(s)
- Elena V. Feofanova
- Human Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Elise Lim
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Han Chen
- Human Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX, USA
- Center for Precision Health, School of Public Health & School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - MinJae Lee
- Division of Biostatistics, Department of Population & Data Sciences, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Ching-Ti Liu
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - L. Adrienne Cupples
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
- Framingham Heart Study, Framingham, MA, USA
| | - Eric Boerwinkle
- Human Genetics Center, Department of Epidemiology, Human Genetics, and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
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16
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Ma C, Pan J. Multistate analysis of multitype recurrent event and failure time data with event feedbacks in biomarkers. Scand Stat Theory Appl 2021. [DOI: 10.1111/sjos.12545] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Chuoxin Ma
- Department of Mathematics The University of Manchester Manchester UK
| | - Jianxin Pan
- Department of Mathematics The University of Manchester Manchester UK
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17
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Wang MC, Lloyd-Jones DM. Cardiovascular Risk Assessment in Hypertensive Patients. Am J Hypertens 2021; 34:569-577. [PMID: 33503227 DOI: 10.1093/ajh/hpab021] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 01/10/2021] [Accepted: 01/24/2021] [Indexed: 12/21/2022] Open
Abstract
Hypertension is a highly prevalent and causal risk factor for cardiovascular disease (CVD). Quantitative cardiovascular (CV) risk assessment is a new paradigm for stratifying hypertensive patients into actionable groups for clinical management and prevention of CVD. The large heterogeneity in hypertensive patients makes this evaluation complex, but recent advances have made CV risk assessment more feasible. In this review, we first describe the prognostic significance of various levels and temporal patterns of blood pressure (BP). We then discuss CV risk prediction equations and the rationale of taking global risk into account in hypertensive patients. Finally, we review several adjunctive biomarkers that may refine risk assessment in certain patients. We observe that, beyond individual cross-sectional measurements, both short-term and long-term BP patterns are associated with incident CVD; that current CV risk prediction performs well, and its incorporation into hypertension management is associated with potential population benefit; and that adjunctive biomarkers of target organ damage show the most promise in sequential screening strategies that target biomarker measurement to patients in whom the results are most likely to change clinical management. Implementation of quantitative risk assessment for CVD has been facilitated by tools and direct electronic health record integrations that make risk estimates accessible for counseling and shared decision making for CVD prevention. However, it should be noted that treatment does not return an individual to the risk of someone who never develops hypertension, underscoring the need for primordial prevention in addition to continued innovation in risk assessment.
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Affiliation(s)
- Michael C Wang
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Donald M Lloyd-Jones
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
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18
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Hardy ST, Sakhuja S, Jaeger BC, Oparil S, Akinyelure OP, Spruill TM, Kalinowski J, Butler M, Anstey DE, Elfassy T, Tajeu GS, Allen NB, Reges O, Sims M, Shimbo D, Muntner P. Maintaining Normal Blood Pressure Across the Life Course: The JHS. Hypertension 2021; 77:1490-1499. [PMID: 33745299 PMCID: PMC8564773 DOI: 10.1161/hypertensionaha.120.16278] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Accepted: 01/11/2021] [Indexed: 01/11/2023]
Abstract
[Figure: see text].
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Affiliation(s)
- Shakia T. Hardy
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL
| | - Swati Sakhuja
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL
| | - Byron C. Jaeger
- Department of Biostatistics, University of Alabama at Birmingham, Birmingham, AL
| | - Suzanne Oparil
- Department of Medicine, Division of Cardiovascular Disease, University of Alabama at Birmingham, Birmingham, AL
| | | | - Tanya M. Spruill
- Department of Population Health, NYU Grossman School of Medicine, New York, NY
| | - Jolaade Kalinowski
- Department of Human Development and Family Sciences, University of Connecticut, Storrs, CT
| | - Mark Butler
- Department of Population Health, NYU Grossman School of Medicine, New York, NY
| | - D. Edmund Anstey
- Department of Medicine, Columbia University Irving Medical Center, New York, NY
| | - Tali Elfassy
- Department of Public Health Sciences, University of Miami, Miami, FL
| | - Gabriel S. Tajeu
- Department of Health Services Administration and Policy, Temple University, Philadelphia, PA
| | - Norrina B. Allen
- Department of Preventive Medicine, Northwestern University, Chicago, IL
| | - Orna Reges
- Department of Preventive Medicine, Northwestern University, Chicago, IL
| | - Mario Sims
- Department of Medicine, University of Mississippi Medical Center, Jackson, MS
| | - Daichi Shimbo
- Department of Medicine, Columbia University Irving Medical Center, New York, NY
| | - Paul Muntner
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL
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19
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Li J, Zhang Z, Si S, Wang B, Xue F. Antihypertensive medication adherence and cardiovascular disease risk: A longitudinal cohort study. Atherosclerosis 2021; 320:24-30. [PMID: 33516044 DOI: 10.1016/j.atherosclerosis.2021.01.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Revised: 12/04/2020] [Accepted: 01/07/2021] [Indexed: 10/22/2022]
Abstract
BACKGROUND AND AIMS Few studies estimated the impact of antihypertensive adherence on cardiovascular diseases (CVD) in a longitudinal cohort with presence of time-dependent confounders. This study aims to assess the association between antihypertensive adherence and CVD using marginal structural Cox model (MSM-Cox) and to characterize blood pressure (BP) trajectories of patients with different adherence. METHODS This longitudinal study included 16,896 hypertensive patients receiving antihypertensive medication. The median follow-up time was 3.5 years (25th to 75th, 1.75-4.75 years). BP and medication adherence were measured four times every year. We used MSM-Cox and Cox model to assess association between antihypertensive adherence and CVD events. The linear mixed-effects model was used to characterize BP trajectories of patients with different adherence, and the area under curves (AUC) was calculated as BP burden. RESULTS We documented 4735 CVD events, crude incidence of CVD was 80.8 (95% CI, 78.1-83.4) and 112.6 (95% CI, 107.2-118.0) per 1000 person-years for baseline high-adherence and low-adherence, respectively. Compared with high adherence, the adjusted hazard ratio (HR) for association between low adherence with CVD was 1.75 (95%CI, 1.62-1.89) and 1.34 (95%CI, 1.26-1.42) based on the MSM-Cox and the Cox model, respectively. The BP burden and fluctuation range of BP trajectory in low-adherence patients were larger than those of high-adherence patients. Patients with high adherence got 28% greater reduction of BP burden than low-adherence patients. CONCLUSIONS Antihypertensive adherence was more strongly associated with the risk of CVD than conventional regression analyses based on a single adherence measurement.
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Affiliation(s)
- Jiqing Li
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China; Healthcare Big Data Research Institute, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Zhentang Zhang
- Qingdao Huangdao District Center for Disease Control and Prevention, Qingdao, 266400, Shandong, China
| | - Shucheng Si
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China; Healthcare Big Data Research Institute, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Bojie Wang
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China; Healthcare Big Data Research Institute, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China
| | - Fuzhong Xue
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China; Healthcare Big Data Research Institute, Cheeloo College of Medicine, Shandong University, Jinan, 250012, Shandong, China.
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20
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Association between cumulative blood pressure and long-term risk of cardiovascular disease: findings from the 26-year Chinese Multi-provincial Cohort Study-Beijing Project. Chin Med J (Engl) 2021; 134:920-926. [PMID: 33655897 PMCID: PMC8078343 DOI: 10.1097/cm9.0000000000001383] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Background: Cumulative blood pressure (BP), a measure incorporating the level and duration of BP exposure, is associated with the risk of cardiovascular disease (CVD). However, the level at which cumulative BP could significantly increase the risk remains unclear. This study aimed to investigate the association of 15-year cumulative BP levels with the long-term risk of CVD, and to examine whether the association is independent of BP levels at one examination. Methods: Data from a 26-year follow-up of the Chinese Multi-provincial Cohort Study-Beijing Project were analyzed. Cumulative BP levels between 1992 and 2007 were calculated among 2429 participants free of CVD in 2007. Cardiovascular events (including coronary heart disease and stroke) occurring from 2007 to 2018 were registered. Adjusted hazard ratios (HRs) for CVD incidence associated with quartiles of cumulative systolic blood pressure (SBP) and diastolic blood pressure (DBP) were calculated. Results: Of the 2429 participants, 42.9% (1042) were men, and the mean age in 2007 was 62.1 ± 7.9 years. Totally, 207 CVD events occurred during the follow-up from 2007 to 2018. Participants with higher levels of cumulative SBP or DBP exhibited a higher incidence rate of CVD (P < 0.001). Compared with the lowest quartile of cumulative SBP, the HR for CVD was 1.03 (95% confidence interval [CI]: 0.59–1.81), 1.69 (95% CI: 0.99–2.87), and 2.20 (95% CI: 1.21–3.98) for the second to the fourth quartile of cumulative SBP, and 1.46 (95% CI: 0.86–2.48), 1.99 (95% CI: 1.18–3.35), and 2.08 (95% CI: 1.17–3.71) for the second to the fourth quartile of cumulative DBP, respectively. In further cross-combined group analyses with BP measurements in 2007, 15-year cumulative BP levels higher than the median, that is, 1970.8/1239.9 mmHg·year for cumulative SBP/DBP, which were equivalent to maintaining SBP/DBP levels of 131/83 mmHg or above on average in 15 years, were associated with higher risk of CVD in subsequent years independent of BP measurements at one-time point. Conclusion: Cumulative exposure to moderate elevation of BP is independently associated with increased future cardiovascular risk.
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21
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Xu Q, Wang Y, Xie Y, Zheng J, Guo R, Dai Y, Sun Z, Xing L, Zhang X, Ruan S, Zheng L, Sun Y. Blood Pressure Changes in a Chinese Population Have a Greater Impact on Short-Term Outcomes Rather Than Long-Term Outcomes of Major Adverse Cardiovascular Events. Asia Pac J Public Health 2020; 33:39-45. [PMID: 32930003 DOI: 10.1177/1010539520955088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The purpose of our study was to explore the association of blood pressure (BP) changes on short-and long-term outcomes of major adverse cardiovascular events (MACEs) in rural China. This study was designed to learn the effects of BP changes (2004-2008) on short-term (2008-2010, within 2 years of the initial examination) and long-term (2008-2017) outcomes of MACE, including 24 285 and 27 290 participants, respectively. In this study, 423 (short-term) and 1952 (long-term) MACEs were identified. For prehypertension to hypertension, the risk of long-term stroke was increased (hazard ratio [HR] = 1.18 [1.00-1.39]). For hypertension to prehypertension, the short-term MACE risk (0.65 [0.47-0.90]), short-term stroke risk (0.45 [0.26-0.76]), and long-term stroke risk (0.83 [0.70-0.99]) all decreased. Short-term outcomes conferred a stronger impact than long-term outcomes (Fisher Z test, measured as the difference of β coefficients, all P < .05).
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Affiliation(s)
- Qianyi Xu
- Shengjing Hospital of China Medical University, Shenyang, People's Republic of China
| | - Yali Wang
- Shengjing Hospital of China Medical University, Shenyang, People's Republic of China
| | - Yanxia Xie
- Shengjing Hospital of China Medical University, Shenyang, People's Republic of China
| | - Jia Zheng
- Shengjing Hospital of China Medical University, Shenyang, People's Republic of China
| | - Rongrong Guo
- Shengjing Hospital of China Medical University, Shenyang, People's Republic of China
| | - Yue Dai
- Shengjing Hospital of China Medical University, Shenyang, People's Republic of China
| | - Zhaoqing Sun
- Shengjing Hospital of China Medical University, Shenyang, People's Republic of China
| | - Liying Xing
- Liaoning Provincial Center for Disease Control and Prevention, Shenyang, People's Republic of China
| | - Xingang Zhang
- The First Affiliated Hospital of China Medical University, Shenyang, People's Republic of China
| | - Shikai Ruan
- University of Illinois at Urbana-Champaign, IL, USA
| | - Liqiang Zheng
- Shengjing Hospital of China Medical University, Shenyang, People's Republic of China
| | - Yingxian Sun
- Shengjing Hospital of China Medical University, Shenyang, People's Republic of China
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22
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Laitinen TT, Nuotio J, Niinikoski H, Juonala M, Rovio SP, Viikari JSA, Rönnemaa T, Magnussen CG, Sabin M, Burgner D, Jokinen E, Lagström H, Jula A, Simell O, Raitakari OT, Pahkala K. Attainment of Targets of the 20-Year Infancy-Onset Dietary Intervention and Blood Pressure Across Childhood and Young Adulthood: The Special Turku Coronary Risk Factor Intervention Project (STRIP). Hypertension 2020; 76:1572-1579. [PMID: 32921196 DOI: 10.1161/hypertensionaha.120.15075] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
We examined whether success in achieving the key targets of an infancy-onset 20-year dietary intervention was associated with blood pressure (BP) from infancy to young adulthood. In the prospective randomized STRIP (Special Turku Coronary Risk Factor Intervention Project; n=877 children), dietary counseling was provided biannually based on the Nordic Nutrition Recommendations primarily to improve the quality of dietary fat in children's diets and secondarily to promote intake of vegetables, fruits, and whole grains. Dietary data and BP were accrued annually from the age of 13 months to 20 years. The dietary targets for fat quality were defined as the ratio of saturated fatty acids to monounsaturated and polyunsaturated fatty acids <1:2 and intake of saturated fatty acids <10 E%, dietary fiber intake in the top age-specific quintile, and dietary sucrose intake as being in the lowest age-specific quintile. Attaining a higher number of the dietary targets was associated with lower systolic BP (mean [SE] systolic BP, 107.3 [0.3], 107.6 [0.3], 106.8 [0.3], and 106.7 [0.5] mm Hg in participants meeting 0, 1, 2, and 3 to 4 targets, respectively; P=0.03) and diastolic BP (mean [SE] diastolic BP, 60.4 [0.2], 60.5 [0.2], 59.9 [0.2], and 59.9 [0.3] mm Hg; P=0.02). When the lowest age-specific quintile of dietary cholesterol was added as an additional target, the association with systolic BP remained significant (P=0.047), but the association with diastolic BP attenuated (P=0.13). Achieving the key targets of an infancy-onset 20-year dietary intervention, reflecting dietary guidelines, was favorably albeit modestly associated with systolic and diastolic BP from infancy to young adulthood. Registration- URL: https://www.clinicaltrials.gov; Unique identifier: NCT00223600.
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Affiliation(s)
- Tomi T Laitinen
- From the Research Centre of Applied and Preventive Cardiovascular Medicine (T.T.L., J.N., S.P.R., C.G.M., O.T.R., K.P.), University of Turku, Finland.,Sports and Exercise Medicine Unit, Department of Physical Activity and Health, Paavo Nurmi Centre (T.T.L., K.P.), University of Turku, Finland.,Centre for Population Health Research (T.T.L., J.N., H.N., S.P.R., C.G.M., H.L., O.T.R., K.P.), Turku University Hospital, University of Turku, Finland.,Murdoch Children's Research Institute (T.T.L., J.N., M.S., D.B.), The Royal Children's Hospital, Parkville, Victoria, Australia
| | - Joel Nuotio
- From the Research Centre of Applied and Preventive Cardiovascular Medicine (T.T.L., J.N., S.P.R., C.G.M., O.T.R., K.P.), University of Turku, Finland.,Centre for Population Health Research (T.T.L., J.N., H.N., S.P.R., C.G.M., H.L., O.T.R., K.P.), Turku University Hospital, University of Turku, Finland.,Heart Center (J.N.), Turku University Hospital, University of Turku, Finland.,Murdoch Children's Research Institute (T.T.L., J.N., M.S., D.B.), The Royal Children's Hospital, Parkville, Victoria, Australia
| | - Harri Niinikoski
- Centre for Population Health Research (T.T.L., J.N., H.N., S.P.R., C.G.M., H.L., O.T.R., K.P.), Turku University Hospital, University of Turku, Finland.,Department of Paediatrics and Adolescent Medicine (H.N., O.S.), Turku University Hospital, University of Turku, Finland
| | - Markus Juonala
- Department of Medicine (M.J., J.S.A.V., T.R.), University of Turku, Finland.,Division of Medicine, Turku University Hospital, Finland (M.J., J.S.A.V., T.R.)
| | - Suvi P Rovio
- From the Research Centre of Applied and Preventive Cardiovascular Medicine (T.T.L., J.N., S.P.R., C.G.M., O.T.R., K.P.), University of Turku, Finland.,Centre for Population Health Research (T.T.L., J.N., H.N., S.P.R., C.G.M., H.L., O.T.R., K.P.), Turku University Hospital, University of Turku, Finland
| | - Jorma S A Viikari
- Department of Medicine (M.J., J.S.A.V., T.R.), University of Turku, Finland.,Division of Medicine, Turku University Hospital, Finland (M.J., J.S.A.V., T.R.)
| | - Tapani Rönnemaa
- Department of Medicine (M.J., J.S.A.V., T.R.), University of Turku, Finland.,Division of Medicine, Turku University Hospital, Finland (M.J., J.S.A.V., T.R.)
| | - Costan G Magnussen
- From the Research Centre of Applied and Preventive Cardiovascular Medicine (T.T.L., J.N., S.P.R., C.G.M., O.T.R., K.P.), University of Turku, Finland.,Centre for Population Health Research (T.T.L., J.N., H.N., S.P.R., C.G.M., H.L., O.T.R., K.P.), Turku University Hospital, University of Turku, Finland.,Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia (C.G.M.)
| | - Matthew Sabin
- Murdoch Children's Research Institute (T.T.L., J.N., M.S., D.B.), The Royal Children's Hospital, Parkville, Victoria, Australia.,Department of Endocrinology (M.S.), The Royal Children's Hospital, Parkville, Victoria, Australia.,Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia (M.S., D.B.)
| | - David Burgner
- Murdoch Children's Research Institute (T.T.L., J.N., M.S., D.B.), The Royal Children's Hospital, Parkville, Victoria, Australia.,Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia (M.S., D.B.).,Department of Paediatrics, Monash University, Clayton, Victoria, Australia (D.B.)
| | - Eero Jokinen
- Department of Pediatric Cardiology, Hospital for Children and Adolescents, University of Helsinki, Finland (E.J.)
| | - Hanna Lagström
- Centre for Population Health Research (T.T.L., J.N., H.N., S.P.R., C.G.M., H.L., O.T.R., K.P.), Turku University Hospital, University of Turku, Finland.,Department of Public Health (H.L.), Turku University Hospital, University of Turku, Finland
| | - Antti Jula
- Department of Chronic Disease Prevention, Institute for Health and Welfare, Turku, Finland (A.J.)
| | - Olli Simell
- Department of Paediatrics and Adolescent Medicine (H.N., O.S.), Turku University Hospital, University of Turku, Finland
| | - Olli T Raitakari
- From the Research Centre of Applied and Preventive Cardiovascular Medicine (T.T.L., J.N., S.P.R., C.G.M., O.T.R., K.P.), University of Turku, Finland.,Centre for Population Health Research (T.T.L., J.N., H.N., S.P.R., C.G.M., H.L., O.T.R., K.P.), Turku University Hospital, University of Turku, Finland.,Department of Public Health (H.L.), Turku University Hospital, University of Turku, Finland
| | - Katja Pahkala
- From the Research Centre of Applied and Preventive Cardiovascular Medicine (T.T.L., J.N., S.P.R., C.G.M., O.T.R., K.P.), University of Turku, Finland.,Sports and Exercise Medicine Unit, Department of Physical Activity and Health, Paavo Nurmi Centre (T.T.L., K.P.), University of Turku, Finland.,Centre for Population Health Research (T.T.L., J.N., H.N., S.P.R., C.G.M., H.L., O.T.R., K.P.), Turku University Hospital, University of Turku, Finland
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23
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Sun XT, Zeng C, Zhang SZ, Zhou HM, Zhong XB, Xiong ZY, Yang DY, Guo Y, Zhuang XD, Liao XX. Long-term tracking of fasting blood glucose variability and peripheral artery disease in people without diabetes. BMJ Open Diabetes Res Care 2020; 8:8/1/e000896. [PMID: 32994225 PMCID: PMC7526273 DOI: 10.1136/bmjdrc-2019-000896] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Revised: 03/10/2020] [Accepted: 03/12/2020] [Indexed: 12/20/2022] Open
Abstract
INTRODUCTION Long-term changes of fasting blood glucose (FBG) in relation to lower-extremity peripheral artery disease (lower-extremity PAD) in people without diabetes has barely been reported. Our study aimed to investigate the association between FBG variability and the incidence of lower-extremity PAD in people without diabetes. RESEARCH DESIGN AND METHODS We included 7699 participants without prior lower-extremity PAD and diabetes from the Atherosclerosis Risk in Communities study in the final analysis. At least two measurements of FBG were required during follow-up. Variability of FBG was identified using SD, coefficient of variation (CV), variability independent of the mean (VIM) and average real variability. Lower-extremity PAD was defined as an ankle brachial index <0.9, or hospitalization with a lower-extremity PAD diagnosis. Cox regression model was used to calculate HR for incidence of lower-extremity PAD and FBG variability. RESULTS During a median follow-up of 19.5 years, 504 (6.5 %) lower-extremity PAD events were observed, 54.4% (n=274) were male, and 17.5% (n=88) were African-American. FBG variability was positively associated with incident lower-extremity PAD, with a linear relationship. HRs for CV and VIM were 1.015 (95% CI: 1.001 to 1.03; p=0.023), and 1.032 (95% CI: 1.004 to 1.06; p=0.022) for lower-extremity PAD, respectively. Participants in the lowest quartile of CV were at lower lower-extremity PAD risk compared with the highest ones (HR: 1.499, 95% CI: 1.16 to 1.938; p=0.002). CONCLUSIONS Higher FBG variability was independently associated with increased prevalence of lower-extremity PAD in people without diabetes. TRIAL REGISTRATION NUMBER NCT00005131.
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Affiliation(s)
- Xiu-Ting Sun
- Cardiology, Sun Yat-sen University First Affiliated Hospital, GuangZhou, China
- NHC Key Laboratory of Assisted Circulation (Sun Yat-sen University), GuangZhou, China
| | - Cheng Zeng
- Cardiology, Sun Yat-sen University First Affiliated Hospital, GuangZhou, China
| | - Shao-Zhao Zhang
- Cardiology, Sun Yat-sen University First Affiliated Hospital, GuangZhou, China
- NHC Key Laboratory of Assisted Circulation (Sun Yat-sen University), GuangZhou, China
| | - Hui-Min Zhou
- Cardiology, Sun Yat-sen University First Affiliated Hospital, GuangZhou, China
- NHC Key Laboratory of Assisted Circulation (Sun Yat-sen University), GuangZhou, China
| | - Xiang-Bin Zhong
- Cardiology, Sun Yat-sen University First Affiliated Hospital, GuangZhou, China
- NHC Key Laboratory of Assisted Circulation (Sun Yat-sen University), GuangZhou, China
| | - Zhen-Yu Xiong
- Cardiology, Sun Yat-sen University First Affiliated Hospital, GuangZhou, China
- NHC Key Laboratory of Assisted Circulation (Sun Yat-sen University), GuangZhou, China
| | - Da-Ya Yang
- Cardiology, Sun Yat-sen University First Affiliated Hospital, GuangZhou, China
- NHC Key Laboratory of Assisted Circulation (Sun Yat-sen University), GuangZhou, China
| | - Yue Guo
- Cardiology, Sun Yat-sen University First Affiliated Hospital, GuangZhou, China
- NHC Key Laboratory of Assisted Circulation (Sun Yat-sen University), GuangZhou, China
| | - Xiao-Dong Zhuang
- Cardiology, Sun Yat-sen University First Affiliated Hospital, GuangZhou, China
- NHC Key Laboratory of Assisted Circulation (Sun Yat-sen University), GuangZhou, China
- Center for Information Technology & Statistics, Sun Yat-sen University First Affiliated Hospital, GuangZhou, China
| | - Xin-Xue Liao
- Cardiology, Sun Yat-sen University First Affiliated Hospital, GuangZhou, China
- NHC Key Laboratory of Assisted Circulation (Sun Yat-sen University), GuangZhou, China
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24
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Nuotio J, Suvila K, Cheng S, Langén V, Niiranen T. Longitudinal blood pressure patterns and cardiovascular disease risk. Ann Med 2020; 52:43-54. [PMID: 32077328 PMCID: PMC7877994 DOI: 10.1080/07853890.2020.1733648] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
Observational and interventional studies have unequivocally demonstrated that "present", i.e. single-occasion, blood pressure is one of the key determinants of cardiovascular disease risk. Over the past two decades, however, numerous publications have suggested that longitudinal blood pressure data and assessment of long-term blood pressure exposure provide incremental prognostic value over present blood pressure. These studies have used several different indices to quantify the overall exposure to blood pressure, such as time-averaged blood pressure, cumulative blood pressure, blood pressure trajectory patterns, and age of hypertension onset. This review summarises existing research on the association between these indices and hard cardiovascular outcomes, outlines the strengths and weaknesses of these indices, and provides an overview of how longitudinal blood pressure changes can be measured and used to improve cardiovascular disease risk prediction.KEY MESSAGESNumerous recent publications have examined the relation between cardiovascular disease and long-term blood pressure (BP) exposure, quantified using indices such as time-averaged BP, cumulative BP, BP trajectory patterns, and age of hypertension onset.This review summarises existing research on the association between these indices and hard cardiovascular outcomes, outlines the strengths and weaknesses of these indices, and provides an overview of how longitudinal BP changes can be measured and used to improve cardiovascular disease risk prediction.Although longitudinal BP indices seem to predict cardiovascular outcomes better than present BP, there are considerable differences in the clinical feasibility of these indices along with a limited number of prospective data.
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Affiliation(s)
- Joel Nuotio
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland.,Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland.,Department of Heart Center, Turku University Hospital and University of Turku, Turku, Finland.,Murdoch Children's Research Institute, Melbourne, Australia
| | - Karri Suvila
- Division of Medicine, Turku University Hospital and University of Turku, Turku, Finland
| | - Susan Cheng
- Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,The Framingham Heart Study, Framingham, MA, USA
| | - Ville Langén
- Division of Medicine, Turku University Hospital and University of Turku, Turku, Finland.,Department of Geriatrics, University of Turku, Turku, Finland
| | - Teemu Niiranen
- Division of Medicine, Turku University Hospital and University of Turku, Turku, Finland.,Department of Health, The Finnish Institute for Health and Welfare, Helsinki, Finland
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25
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Hamounpeima I, Hosseini M, Mohebbati R, Shafei MN. Effect of Hydroalcoholic Extract of Ribes khorasanicum on Acute Hypertension Induced by L-NAME in Rat. J Pharmacopuncture 2019; 22:160-165. [PMID: 31673446 PMCID: PMC6820474 DOI: 10.3831/kpi.2019.22.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2018] [Revised: 01/28/2019] [Accepted: 09/03/2019] [Indexed: 11/09/2022] Open
Abstract
Objectives The aim of this study was to evaluate the effect of Ribes khorasanicum (R. khorasanicum); a plant growing in north Khorasan of Iran; on cardiovascular and stress oxidative in acute hypertension induced by N-nitro-l-arginine methyl ester (L-NAME), anitric oxide synthase inhibitor. Methods Rats were divided into Control, L-NAME (10 mg/kg), Sodium Nitroprusside (SNP) (50 mg/kg) + L-NAME and three treated groups with R. khorasanicum (4, 12 and 24 mg/kg) groups + L-NAME. L-NAME and SNP were injected intravenously and extract intraperitoneal. In R. khorasanicum groups, L-NAME was injected 30 min after injection of the extract. Systolic blood pressure (SBP), mean arterial pressure (MAP) and heart rate (HR) were recorded continuously using power lab software. At the end of study oxidative stress parameters including of total thiol content (SH), malondialdehyde (MDA), superoxide dismutase (SOD) and catalase (CAT) in heart and aorta of all groups were also measured. Results In groups 4 and 24 mg/kg extract +L-NAME, there was a non-significant decrease in SBP and MAP compared to L-NAME group but dose 12 mg/kg significantly attenuate the effect of L-NAME(P < 0.05). In L-NAME group the heart and aorta tissues antioxidant enzymes levels decreased, while in treated rats these enzymes significantly increased. Conclusion The extract of R. khorasanicum in dose 12 mg/kg show anti-hypertensive effect that is mediated by an effect on NO system or antioxidant parameters.
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Affiliation(s)
- Ismael Hamounpeima
- Department of Physiology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mahmoud Hosseini
- Pharmacological Research Center of Medicinal Plants, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Reza Mohebbati
- Department of Physiology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mohammad Naser Shafei
- Pharmacological Research Center of Medicinal Plants, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
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26
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Kim BJ, Cho YJ, Hong KS, Lee J, Kim JT, Choi KH, Park TH, Park SS, Park JM, Kang K, Lee SJ, Kim JG, Cha JK, Kim DH, Nah HW, Lee BC, Yu KH, Oh MS, Kim DE, Ryu WS, Choi JC, Kim WJ, Shin DI, Yeo MJ, Sohn SI, Hong JH, Lee JS, Lee J, Han MK, Gorelick PB, Bae HJ. Trajectory Groups of 24-Hour Systolic Blood Pressure After Acute Ischemic Stroke and Recurrent Vascular Events. Stroke 2019; 49:1836-1842. [PMID: 30012819 DOI: 10.1161/strokeaha.118.021117] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Background and Purpose- Blood pressure dynamics in patients with acute ischemic stroke may serve as an important modifiable and prognostic factor. Methods- A total of 8376 patients with acute ischemic stroke were studied from a prospective multicenter registry. Patients were eligible if they had been admitted within 24 hours of symptom onset and had ≥5 systolic blood pressure (SBP) measurements during the first 24 hours of hospitalization. SBP trajectory groups in the first 24 hours were identified using the TRAJ procedure in SAS software with delta-Bayesian Information Criterion and prespecified modeling parameters. Vascular events, including recurrent stroke, myocardial infarction, and death, were prospectively collected. The risk of having vascular events was calculated using the frailty model to adjust for clustering by hospital. Results- The group-based trajectory model classified patients with acute ischemic stroke into 5 SBP trajectory groups: low (22.3%), moderate (40.8%), rapidly stabilized (11.9%), acutely elevated (18.5%), and persistently high (6.4%) SBP. The risk of having vascular events was increased in the acutely elevated (hazard ratio, 1.28 [95% confidence interval, 1.12-1.47]) and the persistently high SBP groups (hazard ratio, 1.67 [95% confidence interval, 1.37-2.04]) but not in the rapidly stabilized group (hazard ratio, 1.13 [95% confidence interval, 0.95-1.34]), when compared with the moderate SBP group. Conclusions- SBP during the first 24 hours after acute ischemic stroke may be categorized into distinct trajectory groups, which differ in relation to stroke characteristics and frequency of subsequent recurrent vascular event risks. The findings may help to recognize potential candidates for future blood pressure control trials.
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Affiliation(s)
- Beom Joon Kim
- From the Department of Neurology, Cerebrovascular Center, Seoul National University Bundang Hospital, Seongnam-si, South Korea (B.J.K., M.-K.H., H.-J.B.)
| | - Yong-Jin Cho
- Department of Neurology, Ilsan Paik Hospital, Inje University, Goyang, South Korea (Y.-J.C., K.-S.H.)
| | - Keun-Sik Hong
- Department of Neurology, Ilsan Paik Hospital, Inje University, Goyang, South Korea (Y.-J.C., K.-S.H.)
| | - Jun Lee
- Department of Neurology, Yeungnam University Hospital, Daegu, South Korea (J.L.)
| | - Joon-Tae Kim
- Department of Neurology, Chonnam National University Medical School and Hospital, Gwangju, South Korea (J.-T.K., K.H.C.)
| | - Kang Ho Choi
- Department of Neurology, Chonnam National University Medical School and Hospital, Gwangju, South Korea (J.-T.K., K.H.C.)
| | - Tai Hwan Park
- Department of Neurology, Seoul Medical Center, South Korea (T.H.P., S.-S.P.)
| | - Sang-Soon Park
- Department of Neurology, Seoul Medical Center, South Korea (T.H.P., S.-S.P.)
| | - Jong-Moo Park
- Department of Neurology, Eulji General Hospital (J.-M.P., K.K.)
| | - Kyusik Kang
- Department of Neurology, Eulji General Hospital (J.-M.P., K.K.)
| | - Soo Joo Lee
- Department of Neurology, Eulji University Hospital (S.J.L., J.G.K.), Eulji University, Daejeon, South Korea
| | - Jae Guk Kim
- Department of Neurology, Eulji University Hospital (S.J.L., J.G.K.), Eulji University, Daejeon, South Korea
| | - Jae-Kwan Cha
- Department of Neurology, Dong-A University College of Medicine, Busan, South Korea (J.-K.C., D.-H.K., H.-W.N.)
| | - Dae-Hyun Kim
- Department of Neurology, Dong-A University College of Medicine, Busan, South Korea (J.-K.C., D.-H.K., H.-W.N.)
| | - Hyun-Wook Nah
- Department of Neurology, Dong-A University College of Medicine, Busan, South Korea (J.-K.C., D.-H.K., H.-W.N.)
| | - Byung-Chul Lee
- Department of Neurology, Hallym University Sacred Heart Hospital, Anyang, South Korea (B.-C.L., K.-H.Y., M.-S.O.)
| | - Kyung-Ho Yu
- Department of Neurology, Hallym University Sacred Heart Hospital, Anyang, South Korea (B.-C.L., K.-H.Y., M.-S.O.)
| | - Mi-Sun Oh
- Department of Neurology, Hallym University Sacred Heart Hospital, Anyang, South Korea (B.-C.L., K.-H.Y., M.-S.O.)
| | - Dong-Eog Kim
- Department of Neurology, Dongguk University Ilsan Hospital, Goyang, South Korea (D.-E.K., W.-S.R.)
| | - Wi-Sun Ryu
- Department of Neurology, Dongguk University Ilsan Hospital, Goyang, South Korea (D.-E.K., W.-S.R.)
| | - Jay Chol Choi
- Department of Neurology, Jeju National University, South Korea (J.C.C.)
| | - Wook-Joo Kim
- Department of Neurology, Ulsan University Hospital, University of Ulsan College of Medicine, South Korea (W.-J.K.)
| | - Dong-Ick Shin
- Department of Neurology, Chungbuk National University Hospital, Cheongju, South Korea (D.-I.S., M.-J.Y.)
| | - Min-Ju Yeo
- Department of Neurology, Chungbuk National University Hospital, Cheongju, South Korea (D.-I.S., M.-J.Y.)
| | - Sung Il Sohn
- Department of Neurology, Keimyung University Dongsan Medical Center, Daegu, South Korea (S.I.S., J.-H.H.)
| | - Jeong-Ho Hong
- Department of Neurology, Keimyung University Dongsan Medical Center, Daegu, South Korea (S.I.S., J.-H.H.)
| | - Ji Sung Lee
- Clinical Research Center, Asan Medical Center, Seoul, South Korea (J.S.L.)
| | - Juneyoung Lee
- Department of Biostatistics, College of Medicine, Korea University, Seoul, South Korea (J.L.)
| | - Moon-Ku Han
- From the Department of Neurology, Cerebrovascular Center, Seoul National University Bundang Hospital, Seongnam-si, South Korea (B.J.K., M.-K.H., H.-J.B.)
| | - Philip B Gorelick
- Department of Translational Science and Molecular Medicine, Mercy Health Hauenstein Neurosciences, Michigan State University College of Human Medicine, Grand Rapids (P.B.G.)
| | - Hee-Joon Bae
- From the Department of Neurology, Cerebrovascular Center, Seoul National University Bundang Hospital, Seongnam-si, South Korea (B.J.K., M.-K.H., H.-J.B.)
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Guo R, Xie Y, Zheng J, Wang Y, Dai Y, Sun Z, Xing L, Zhang X, Sun Y, Zheng L. Short-term blood pressure changes have a more strong impact on stroke and its subtypes than long-term blood pressure changes. Clin Cardiol 2019; 42:925-933. [PMID: 31361034 PMCID: PMC6788570 DOI: 10.1002/clc.23242] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Revised: 07/18/2019] [Accepted: 07/22/2019] [Indexed: 12/29/2022] Open
Abstract
Background Elevated blood pressure (BP) is closely related to stroke and its subtypes. However, different time periods changes in BP may result in differential risk of stroke. Hypothesis Short‐term blood pressure changes have a more strong impact on stroke and its subtypes than long‐term blood pressure changes. Methods We designed the study on the effects of short‐ (2008‐2010) and long‐term (2004‐2010) BP changes on stroke events (2011‐2017), including 22 842 and 28 456 subjects, respectively. The difference in β coefficients between short‐ and long‐term BP changes on the effects of stroke were examined using the Fisher Z test. Results During a median 12.5‐year follow‐up period, 1014 and 1505 strokes occurred in short‐ and long‐term groups. In short‐term group, going from prehypertension to hypertension, the risk of stroke events increased (stroke: hazard ratio [HR] = 1.537 [1.248‐1.894], ischemic stroke: 1.456 [1.134‐1.870] and hemorrhagic stroke: 1.630 [1.099‐2.415]); going from hypertension to prehypertension, the risk of stroke events decreased (stroke:0.757 [0.619‐0.927] and hemorrhagic stroke:0.569 [0.388‐0.835]). Similarly, in long‐term group, going from prehypertension to hypertension, individuals had an increased risk of stroke (1.291, 1.062‐1.569) and hemorrhagic stroke (1.818, 1.261‐2.623); going from hypertension to prehypertension, participants had a decreased risk of stroke (0.825, 0.707‐0.963) and hemorrhagic stroke (0.777, 0.575‐0.949). Furthermore, the effects of BP changes during short‐term period on stroke events were greater than that in long‐term period. Conclusions Short‐ and long‐terms BP changes were both associated with the risk of stroke events. Furthermore, short‐term BP changes had a stronger impact than did long‐term changes on risk of stroke events.
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Affiliation(s)
- Rongrong Guo
- Department of Clinical Epidemiology, Library, Shengjing Hospital of China Medical University, Shenyang, P. R. China
| | - Yanxia Xie
- Department of Clinical Epidemiology, Library, Shengjing Hospital of China Medical University, Shenyang, P. R. China
| | - Jia Zheng
- Department of Clinical Epidemiology, Library, Shengjing Hospital of China Medical University, Shenyang, P. R. China
| | - Yali Wang
- Department of Clinical Epidemiology, Library, Shengjing Hospital of China Medical University, Shenyang, P. R. China
| | - Yue Dai
- Department of Clinical Epidemiology, Library, Shengjing Hospital of China Medical University, Shenyang, P. R. China
| | - Zhaoqing Sun
- Department of Cardiology, Shengjing Hospital of China Medical University, Shenyang, P. R. China
| | - Liying Xing
- Institute of Chronic Disease, Liaoning Provincial Center for Disease Control and Prevention, Shenyang, P. R. China
| | - Xingang Zhang
- Department of Cardiology, The First Affiliated Hospital of China Medical University, Shenyang, P. R. China
| | - Yingxian Sun
- Department of Cardiology, Shengjing Hospital of China Medical University, Shenyang, P. R. China
| | - Liqiang Zheng
- Department of Clinical Epidemiology, Library, Shengjing Hospital of China Medical University, Shenyang, P. R. China
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Li JC, Tian J, Wu SL, Wang ZJ, Zhang XF, Jia D, Ding RJ, Xiao XF, Fan YB, Hu DY. Effect of Long-Term Systolic Blood Pressure Trajectory on Kidney Damage in the Diabetic Population: A Prospective Study in a Community-Based Chinese Cohort. Chin Med J (Engl) 2018; 131:1199-1205. [PMID: 29722339 PMCID: PMC5956771 DOI: 10.4103/0366-6999.231528] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Background: Previous studies have shown that hypertension is an important factor contributing to the occurrence and progression of diabetic kidney damage. However, the relationship between the patterns of blood pressure (BP) trajectory and kidney damage in the diabetic population remains unclear. This prospective study investigated the effect of long-term systolic BP (SBP) trajectory on kidney damage in the diabetic population based on an 8-year follow-up community-based cohort. Methods: This study included 4556 diabetic participants among 101,510 participants. BP, estimated glomerular filtration rate (eGFR), and urinary protein were measured every 2 years from 2006 to 2014. SBP trajectory was identified by the censored normal modeling. Five discrete SBP trajectories were identified according to SBP range and the changing pattern over time. Kidney damage was evaluated through eGFR and urinary protein value. A multivariate logistic regression model was used to analyze the influence of different SBP trajectory groups on kidney damage. Results: We identified five discrete SBP trajectories: low-stable group (n = 864), moderate-stable group (n = 1980), moderate increasing group (n = 609), elevated decreasing group, (n = 679), and elevated stable group (n = 424). The detection rate of kidney damage in the low-stable group (SBP: 118–124 mmHg) was the lowest among the five groups. The detection rate of each kidney damage index was higher in the elevated stable group (SBP: 159–172 mmHg) compared with the low-stable group. For details, the gap was 4.14 (11.6% vs. 2.8%) in eGFR <60 ml·min−1·1.73 m−2 and 3.66 (17.2% vs. 4.7%), 3.38 (25.0% vs. 7.4%), and 1.8 (10.6% vs. 5.9%) times in positive urinary protein, eGFR <60 ml·min−1·1.73 m−2 and/or positive urinary protein, and eGFR decline ≥30%, respectively (P < 0.01). Conclusion: An elevated stable SBP trajectory is an independent risk factor for kidney damage in the diabetic population.
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Affiliation(s)
- Jian-Chao Li
- School of Biological Science and Medical Engineering, Beihang University, Beijing 100083, China
| | - Jun Tian
- Department of Cardiology, Affiliated Hospital of North China University of Science and Technology, Tangshan, Hebei 063004, China
| | - Shou-Ling Wu
- Department of Cardiology, Kailuan Hospital Affiliated to North China University of Science and Technology, Tangshan, Hebei 063001, China
| | - Zhi-Jun Wang
- Department of Cardiology, Affiliated Hospital of North China University of Science and Technology, Tangshan, Hebei 063004, China
| | - Xiao-Fei Zhang
- Department of Clinical Epidemiology and Biostatistics, Beijing Tsinghua Changgung Hospital, Beijing 102218, China
| | - Dao Jia
- Department of Cardiology, Affiliated Hospital of North China University of Science and Technology, Tangshan, Hebei 063004, China
| | - Rong-Jing Ding
- Department of Cardiology, Peking University People's Hospital, Beijing 100044, China
| | - Xiong-Fu Xiao
- School of Biological Science and Medical Engineering, Beihang University, Beijing 100083, China
| | - Yu-Bo Fan
- School of Biological Science and Medical Engineering, Beihang University, Beijing 100083, China
| | - Da-Yi Hu
- Department of Cardiology, Peking University People's Hospital, Beijing 100044, China
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Vasconcellos HD, Moreira HT, Ciuffo L, Nwabuo CC, Yared GS, Ambale-Venkatesh B, Armstrong AC, Kishi S, Reis JP, Liu K, Lloyd-Jones DM, Colangelo LA, Schreiner PJ, Sidney S, Gidding SS, Lima JAC. Cumulative blood pressure from early adulthood to middle age is associated with left atrial remodelling and subclinical dysfunction assessed by three-dimensional echocardiography: a prospective post hoc analysis from the coronary artery risk development in young adults study. Eur Heart J Cardiovasc Imaging 2018; 19:977-984. [PMID: 29982431 PMCID: PMC6102802 DOI: 10.1093/ehjci/jey086] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Revised: 05/23/2018] [Accepted: 06/11/2018] [Indexed: 11/19/2022] Open
Abstract
Aims To evaluate the association of cumulative blood pressure (BP) from young adulthood to middle age with left atrial (LA) structure/function as assessed by three-dimensional echocardiography (3DE) in a large longitudinal bi-racial population study. Methods and results We conducted a prospective post hoc analysis of individuals enrolled at the Coronary Artery Risk Development in Young Adults, which is a multi-centre bi-racial cohort with 30 years of follow-up. Cumulative systolic and diastolic BP levels were defined by summing the product of average millimetres of mercury and the years between each two consecutive clinic visits over 30 years of follow-up. Multivariable linear regression analyses were used to assess the relationship between cumulative systolic and diastolic BP with 3DE LA structure and function, adjusting for demographics and traditional cardiovascular risk factors. A total of 1033 participants were included, mean age was 55.4 ± 3.5 years, 55.2% women, 43.9% blacks. Cumulative systolic BP had stronger correlations than cumulative diastolic BP. Higher cumulative systolic BP was independently associated with higher 3D LA volumes: maximum (β = 1.74, P = 0.004), pre-atrial contraction (β = 1.87, P < 0.001), minimum (β = 0.76, P = 0.04), total emptying (β = 0.98, P = 0.006), active emptying (β = 1.12, P < 0.001), and lower magnitude 3D LA early diastolic strain rate (β = 0.05, P = 0.02). Higher cumulative diastolic BP was independently associated with higher 3D LA active emptying volume (β = 0.66, P = 0.002), lower magnitude 3D LA early diastolic strain rate (β = 0.05, P = 0.004), and higher magnitude 3D LA late diastolic strain rate (β = -0.04, P = 0.05). Conclusion Higher cumulative BP from early adulthood throughout middle age was associated with adverse LA remodelling evaluated by 3D echocardiography.
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Affiliation(s)
- Henrique D Vasconcellos
- Division of Cardiology, Johns Hopkins University School of Medicine, Johns Hopkins Hospital, 600 N. Wolfe Street, Blalock 524, Baltimore, MD, USA
- Department of Medicine, Federal University of Sao Francisco Valley, Av. Jose de Sa Manicoba, S/N, Centro, Petrolina, PE, Brazil
| | - Henrique T Moreira
- Division of Cardiology, Johns Hopkins University School of Medicine, Johns Hopkins Hospital, 600 N. Wolfe Street, Blalock 524, Baltimore, MD, USA
- Division of Cardiology, Universidade of Sao Paulo, Ribeirao Preto, Av. Bandeirantes, 3.900 Monte Alegre, Ribeirão Preto, SP, Brazil
| | - Luisa Ciuffo
- Division of Cardiology, Johns Hopkins University School of Medicine, Johns Hopkins Hospital, 600 N. Wolfe Street, Blalock 524, Baltimore, MD, USA
| | - Chike C Nwabuo
- Division of Cardiology, Johns Hopkins University School of Medicine, Johns Hopkins Hospital, 600 N. Wolfe Street, Blalock 524, Baltimore, MD, USA
| | - Guilherme S Yared
- Division of Cardiology, Johns Hopkins University School of Medicine, Johns Hopkins Hospital, 600 N. Wolfe Street, Blalock 524, Baltimore, MD, USA
| | - Bharath Ambale-Venkatesh
- Division of Cardiology, Johns Hopkins University School of Medicine, Johns Hopkins Hospital, 600 N. Wolfe Street, Blalock 524, Baltimore, MD, USA
| | - Anderson C Armstrong
- Division of Cardiology, Johns Hopkins University School of Medicine, Johns Hopkins Hospital, 600 N. Wolfe Street, Blalock 524, Baltimore, MD, USA
| | - Satoru Kishi
- Division of Diabetes, Memorial Hospital, 1 Izumicho Kanda, Chiyoda, Tokyo, Japan
| | - Jared P Reis
- Division of Cardiovascular Sciences, National Heart, Lung and Blood Institute, 31 Center Drive, Bethesda, MD, USA
| | - Kiang Liu
- Department of Preventive Medicine, Northwestern University, 675 N St Clair St STE 19-100, Chicago, IL, USA
| | - Donald M Lloyd-Jones
- Department of Preventive Medicine, Northwestern University, 675 N St Clair St STE 19-100, Chicago, IL, USA
| | - Laura A Colangelo
- Department of Preventive Medicine, Northwestern University, 675 N St Clair St STE 19-100, Chicago, IL, USA
| | - Pamela J Schreiner
- Division of Epidemiology and Community Health, University of Minnesota, 1300 S 2nd St, Minneapolis, MN, USA
| | - Stephen Sidney
- Division of Research, Department of Pediatrics, Kaiser Permanente Center, 3600 Broadway, Oakland, CA, USA
| | - Samuel S Gidding
- Division of Pediatrics Cardiology, Nemours Cardiac Center, 1600 Rockland Road Wilmington, DE, USA
| | - Joao A C Lima
- Division of Cardiology, Johns Hopkins University School of Medicine, Johns Hopkins Hospital, 600 N. Wolfe Street, Blalock 524, Baltimore, MD, USA
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Judson GL, Rubinsky AD, Shlipak MG, Katz R, Kramer H, Jacobs DR, Odden MC, Peralta CA. Longitudinal Blood Pressure Changes and Kidney Function Decline in Persons Without Chronic Kidney Disease: Findings From the MESA Study. Am J Hypertens 2018; 31:600-608. [PMID: 29036269 PMCID: PMC5905629 DOI: 10.1093/ajh/hpx177] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2017] [Revised: 08/20/2017] [Accepted: 09/27/2017] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND While changes in blood pressure (BP) are independently associated with cardiovascular events, less is known about the association between changes in BP and subsequent changes in renal function in adults with an estimated glomerular filtration rate (eGFR) of >60 ml/min/1.73 m2. METHODS The present study included 3,920 participants in the Multi-Ethnic Study of Atherosclerosis (MESA) study who had ≥2 BP measurements during the first 5 years of MESA and had eGFR measurements at both year 5 and 10. Change in BP was estimated as the annualized slope of BP between year 0 and 5 based on linear mixed models (mean number of measurements = 4.0). Participants were then grouped into 1 of 3 categories based on the distribution of systolic BP (SBP), diastolic BP (DBP), and pulse pressure (PP) change (top 20%, middle 21-79%, bottom 20%). We calculated eGFR from cystatin C (ml/min/1.73 m2), estimated annual change in eGFR (ml/min/1.73 m2/year), and defined rapid kidney function decline as a >30% decrease in eGFR from year 5 to 10. We used multivariable logistic regression adjusting for year 0 demographic and clinical characteristics, including eGFR and BP, to determine associations of BP change with rapid kidney function decline. RESULTS Median age was 59 [interquartile range (IQR): 52, 67] and median eGFR at year 0 was 95.5 (IQR: 81.7, 105.9) ml/min/1.73 m2. Median SBP at year 0 was 111, 121, and 147 mm Hg for increasing, stable, and decreasing SBP change, respectively. Increasing SBP and widening PP change were each associated with higher odds of rapid kidney function decline compared with stable SBP and PP groups, respectively [odds ratio, OR 1.7 (95% confidence interval, CI 1.3, 2.4) for SBP; OR 1.4 (95% CI 1.1, 1.9) for PP]. Decreasing SBP was associated with rapid kidney function decline after adjusting for all covariates except for year 0 BP [OR 1.4 (95% CI 1.0, 1.8)], but this association was no longer statistically significant after adjustment for year 0 BP. There were no significant associations between DBP change and rapid decline in the fully adjusted models. Similar findings were seen with annual change in eGFR. CONCLUSIONS Increasing SBP and widening PP over time were associated with greater risk for accelerated kidney function decline even at BP levels below established hypertension thresholds.
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Affiliation(s)
- Gregory L Judson
- University of California, San Francisco
- San Francisco Veterans Affairs Medical Center
| | - Anna D Rubinsky
- University of California, San Francisco
- San Francisco Veterans Affairs Medical Center
| | - Michael G Shlipak
- University of California, San Francisco
- San Francisco Veterans Affairs Medical Center
| | - Ronit Katz
- University of Washington School of Medicine
| | | | | | - Michelle C Odden
- Oregon State University College of Public Health and Human Sciences
| | - Carmen A Peralta
- University of California, San Francisco
- San Francisco Veterans Affairs Medical Center
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Duan Y, Liu J, Xu Y, Yang N, Yang W, Wang G. Factors That Influence Pancreatic Beta Cell Function and Insulin Resistance in Newly Diagnosed Type 2 Diabetes Patients: A Sub-Analysis of the MARCH Trial. Diabetes Ther 2018; 9:743-752. [PMID: 29524187 PMCID: PMC6104271 DOI: 10.1007/s13300-018-0393-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2017] [Indexed: 12/05/2022] Open
Abstract
INTRODUCTION The Metformin and Acarbose in Chinese as the initial Hypoglycemic treatment (MARCH) trial has demonstrated a similar efficacy in HbA1c reduction between acarbose and metformin treatments in newly diagnosed type 2 diabetes mellitus (T2DM) patients. The current sub-analysis of the MARCH trail aims to evaluate the baseline characteristics that may influence the improvement of pancreatic β-cell function and insulin resistance after acarbose therapy in Chinese patients with newly diagnosed T2DM. METHODS Of the 784 patients who entered the MARCH trail, 391 were assigned to the acarbose therapy group; 304 of these completed 48 weeks of follow-up of acarbose therapy. At 48 weeks, on the basis of the tertiles of change in homeostasis model assessment-beta cell function (∆HOMA-β) and homeostasis model assessment-insulin resistance (∆HOMA-IR), the subjects were divided into lowly, mediumly, and highly improved groups. RESULTS In the highly improved HOMA-β group, patients had higher systolic blood pressure (SBP), 2-h postprandial blood glucose (PBG), hemoglobin A1c (HbA1c), and lower high-density lipoprotein cholesterol (HDL-c), fasting serum insulin (FINS) concentration, and HOMA-IR in comparison to the lowly improved group (p < 0.05). A positive correlation was observed between HbA1c, SBP, and highly improved ∆HOMA-β (p < 0.05), while an inverse correlation was evident between HDL-c and highly improved ∆HOMA-β (p < 0.05). The highly improved HOMA-IR group had a significantly higher body mass index (BMI), fasting blood glucose (FBG), FINS concentration, and HOMA-β in comparison to the lowly improved group (p < 0.05). A positive correlation was observed between FBG, waist circumference, and highly improved HOMA-IR (p < 0.05). CONCLUSION Newly diagnosed T2DM Chinese patients with lower baseline HDL-c and higher HbA1c and SBP values are more likely to achieve improvement in beta cell function whereas baseline fasting blood glucose and waist circumference were the significant factors associated with improvement in insulin resistance with acarbose therapy. TRIAL REGISTRATION The clinical trial registry number was ChiCTR-TRC-08000231.
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Affiliation(s)
- Yan Duan
- Department of Endocrinology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, 100020, People's Republic of China
| | - Jia Liu
- Department of Endocrinology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, 100020, People's Republic of China
| | - Yuan Xu
- Department of Endocrinology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, 100020, People's Republic of China
| | - Ning Yang
- Department of Endocrinology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, 100020, People's Republic of China
| | - Wenying Yang
- Department of Endocrinology, China-Japan Friendship Hospital, Beijing, 100029, People's Republic of China.
| | - Guang Wang
- Department of Endocrinology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, 100020, People's Republic of China.
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Benjamin EJ, Virani SS, Callaway CW, Chamberlain AM, Chang AR, Cheng S, Chiuve SE, Cushman M, Delling FN, Deo R, de Ferranti SD, Ferguson JF, Fornage M, Gillespie C, Isasi CR, Jiménez MC, Jordan LC, Judd SE, Lackland D, Lichtman JH, Lisabeth L, Liu S, Longenecker CT, Lutsey PL, Mackey JS, Matchar DB, Matsushita K, Mussolino ME, Nasir K, O'Flaherty M, Palaniappan LP, Pandey A, Pandey DK, Reeves MJ, Ritchey MD, Rodriguez CJ, Roth GA, Rosamond WD, Sampson UKA, Satou GM, Shah SH, Spartano NL, Tirschwell DL, Tsao CW, Voeks JH, Willey JZ, Wilkins JT, Wu JH, Alger HM, Wong SS, Muntner P. Heart Disease and Stroke Statistics-2018 Update: A Report From the American Heart Association. Circulation 2018; 137:e67-e492. [PMID: 29386200 DOI: 10.1161/cir.0000000000000558] [Citation(s) in RCA: 4566] [Impact Index Per Article: 761.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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Abstract
Primary aldosteronism with a prevalence of 8 % of hypertension and 20 % of pharmacologically resistant hypertension is the most common secondary cause of hypertension. Yet, the diagnosis is missed in the vast majority of patients. Current clinical practice guidelines recommend screening for primary aldosteronism in patients with sustained elevation of blood pressure (BP) ≥150/100 mmHg if possible prior to initiation of antihypertensive therapy, and in patients with resistant hypertension, spontaneous or diuretic-induced hypokalemia, adrenal incidentaloma, obstructive sleep apnea, a family history of early onset of hypertension or cerebrovascular accident <age 40, and first-degree relatives of patients with primary aldosteronism. Clinical and laboratory methods of screening, confirmatory testing, subtype classification, and medical and surgical management are systematically reviewed and illustrated with a clinical case.
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Yang BY, Qian ZM, Vaughn MG, Nelson EJ, Dharmage SC, Heinrich J, Lin S, Lawrence WR, Ma H, Chen DH, Hu LW, Zeng XW, Xu SL, Zhang C, Dong GH. Is prehypertension more strongly associated with long-term ambient air pollution exposure than hypertension? Findings from the 33 Communities Chinese Health Study. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2017; 229:696-704. [PMID: 28711568 DOI: 10.1016/j.envpol.2017.07.016] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2017] [Revised: 07/05/2017] [Indexed: 06/07/2023]
Abstract
Numerous studies have evaluated the effects of long-term exposure to ambient air pollution on hypertension. However, little information exists regarding its effects on prehypertension, a very common, but understudied cardiovascular indicator. We evaluated data from 24,845 adults (ages 18-74 years) living in three Northeastern Chinese cities in 2009. Blood pressure (BP) was measured by trained observers using a standardized mercuric-column sphygmomanometer. Three-year (from 2006 to 2008) average concentrations of particles with an aerodynamic diameter ≤10 μm (PM10), sulfur dioxide (SO2), nitrogen dioxides (NO2), and ozone (O3) were calculated using data from monitoring stations. Effects were analyzed using generalized additive models and two-level regression analyses, controlling for covariates. We found positive associations of all pollutants with prehypertension (e.g. odds ratio (OR) was 1.17 (95% confidence interval (CI), 1.09-1.25) per interquartile range (IQR) of PM10) in a fully adjusted model, as compared to normotensive participants. These associations were stronger than associations with hypertension (e.g. OR was 1.03 (95% CI, 1.00, 1.07) per IQR of PM10). We have also found positive associations of all studied pollutants with systolic and diastolic BP: e.g., associations with PM10 per IQR were 1.24 mmHg (95% CI, 1.03-1.45) for systolic BP and 0.47 mmHg (95% CI, 0.33-0.61) for diastolic BP. Further, we observed that associations with BP were stronger in women and in older participants (systolic BP only). In conclusion, long-term exposure to ambient air pollution was more strongly associated with prehypertension than with hypertension, especially among females and the elderly. Thus, interventions to reduce air pollution are of great significance for preventing future cardiovascular events, particularly among individuals with prehypertension.
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Affiliation(s)
- Bo-Yi Yang
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Zhengmin Min Qian
- Department of Epidemiology, College for Public Health and Social Justice, Saint Louis University, Saint Louis 63104, USA
| | - Michael G Vaughn
- School of Social Work, College for Public Health and Social Justice, Saint Louis University, Saint Louis 63104, USA
| | - Erik J Nelson
- Department of Epidemiology and Biostatistics, School of Public Health, Indiana University Bloomington, Bloomington, IN 47405, USA
| | - Shyamali C Dharmage
- Allergy and Lung Health Unit, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Vic 3052, Australia
| | - Joachim Heinrich
- Institute and Outpatient Clinic for Occupational, Social and Environmental Medicine, Clinical Center, Ludwig Maximilian University, Comprehensive Pneumology Centre Munich, German Centre for Lung Research, Muenchen 80336, Germany
| | - Shao Lin
- Department of Epidemiology and Biostatistics, School of Public Health, State University of New York, New York 12144-3445, USA
| | - Wayne R Lawrence
- Department of Epidemiology and Biostatistics, School of Public Health, State University of New York, New York 12144-3445, USA
| | - Huimin Ma
- State Key Laboratory of Organic Geochemistry, Guangdong Key Laboratory of Environmental Protection and Resources Utilization, Guangzhou Institute of Geochemistry, Chinese Academy of Sciences, Guangzhou 510640, China
| | - Duo-Hong Chen
- Department of Air Quality Forecasting and Early Warning, Guangdong Environmental Monitoring Center, State Environmental Protection Key Laboratory of Regional Air Quality Monitoring, Guangdong Environmental Protection Key Laboratory of Atmospheric Secondary Pollution, Guangzhou 510308, China
| | - Li-Wen Hu
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Xiao-Wen Zeng
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Shu-Li Xu
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Chuan Zhang
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China
| | - Guang-Hui Dong
- Guangzhou Key Laboratory of Environmental Pollution and Health Risk Assessment, Department of Preventive Medicine, School of Public Health, Sun Yat-sen University, Guangzhou 510080, China.
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Li W, Jin C, Vaidya A, Wu Y, Rexrode K, Zheng X, Gurol ME, Ma C, Wu S, Gao X. Blood Pressure Trajectories and the Risk of Intracerebral Hemorrhage and Cerebral Infarction: A Prospective Study. Hypertension 2017; 70:508-514. [PMID: 28716992 DOI: 10.1161/hypertensionaha.117.09479] [Citation(s) in RCA: 102] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Revised: 04/07/2017] [Accepted: 06/22/2017] [Indexed: 02/06/2023]
Abstract
The association between long-term blood pressure (BP) patterns in community-dwelling adults and risk of intracerebral hemorrhage and cerebral infarction is not well characterized. This prospective study included 79 385 participants, free of stroke, myocardial infarction, and cancer in or before 2010 (baseline). Systolic BP trajectories were identified using latent mixture modeling with data from 2006, 2008, and 2010. Incident cases of intracerebral hemorrhage and cerebral infarction occurred during 2010 to 2014, confirmed by review of medical records, by 3 physicians. We identified 5 distinct systolic BP trajectories during 2006 to 2010. Each of the trajectories was labeled according to their BP range and pattern over time: normotensive-stable (n=26 740), prehypertension-stable (n=35 674), stage 1 hypertension-increasing (n=8215), stage 1 hypertension-decreasing (n=6422), and stage 2 hypertension-stable (n=2334). We documented 1034 incident cases of cerebral infarction and 187 cases of intracerebral hemorrhage. Although the prehypertension-stable trajectory exhibited systolic BP range within the normal range (120-140 mm Hg) during 2006 to 2010, this group had higher stroke risk relative to the normotensive-stable group (<120 mm Hg) (adjusted hazard ratio was 3.11 for intracerebral hemorrhage and 1.99 for cerebral infarction; P<0.001 for both), after adjusting for possible confounders. Individuals in the stage 2 hypertension-stable systolic BP trajectory (175-179 mm Hg) had the highest risk of intracerebral hemorrhage (adjusted hazard ratio was 12.4) and cerebral infarction (adjusted hazard ratio was 5.07), relative to the normotensive-stable group (P<0.001 for both). BP trajectories were associated with the risk of stroke and increasing BP trajectories within the currently designated normal range may still increase the risk for stroke.
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Affiliation(s)
- Weijuan Li
- From the Vanderbilt University Medical Center, Vanderbilt Heart and Vascular Institute, Nashville, TN (W.L.); Department of Cardiology, Kailuan General Hospital, Tangshan, People's Republic of China (C.J., Y.W., X.Z., S.W.); Department of Nutritional Sciences, Pennsylvania State University, State College (C.J., C.M., X.G.); Division of Endocrinology, Diabetes, and Hypertension, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (A.V.); Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA (K.R.); and Stroke Service, Department of Neurology, Massachusetts General Hospital, Boston (M.E.G.)
| | - Cheng Jin
- From the Vanderbilt University Medical Center, Vanderbilt Heart and Vascular Institute, Nashville, TN (W.L.); Department of Cardiology, Kailuan General Hospital, Tangshan, People's Republic of China (C.J., Y.W., X.Z., S.W.); Department of Nutritional Sciences, Pennsylvania State University, State College (C.J., C.M., X.G.); Division of Endocrinology, Diabetes, and Hypertension, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (A.V.); Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA (K.R.); and Stroke Service, Department of Neurology, Massachusetts General Hospital, Boston (M.E.G.)
| | - Anand Vaidya
- From the Vanderbilt University Medical Center, Vanderbilt Heart and Vascular Institute, Nashville, TN (W.L.); Department of Cardiology, Kailuan General Hospital, Tangshan, People's Republic of China (C.J., Y.W., X.Z., S.W.); Department of Nutritional Sciences, Pennsylvania State University, State College (C.J., C.M., X.G.); Division of Endocrinology, Diabetes, and Hypertension, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (A.V.); Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA (K.R.); and Stroke Service, Department of Neurology, Massachusetts General Hospital, Boston (M.E.G.)
| | - Yuntao Wu
- From the Vanderbilt University Medical Center, Vanderbilt Heart and Vascular Institute, Nashville, TN (W.L.); Department of Cardiology, Kailuan General Hospital, Tangshan, People's Republic of China (C.J., Y.W., X.Z., S.W.); Department of Nutritional Sciences, Pennsylvania State University, State College (C.J., C.M., X.G.); Division of Endocrinology, Diabetes, and Hypertension, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (A.V.); Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA (K.R.); and Stroke Service, Department of Neurology, Massachusetts General Hospital, Boston (M.E.G.)
| | - Kathryn Rexrode
- From the Vanderbilt University Medical Center, Vanderbilt Heart and Vascular Institute, Nashville, TN (W.L.); Department of Cardiology, Kailuan General Hospital, Tangshan, People's Republic of China (C.J., Y.W., X.Z., S.W.); Department of Nutritional Sciences, Pennsylvania State University, State College (C.J., C.M., X.G.); Division of Endocrinology, Diabetes, and Hypertension, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (A.V.); Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA (K.R.); and Stroke Service, Department of Neurology, Massachusetts General Hospital, Boston (M.E.G.)
| | - Xiaoming Zheng
- From the Vanderbilt University Medical Center, Vanderbilt Heart and Vascular Institute, Nashville, TN (W.L.); Department of Cardiology, Kailuan General Hospital, Tangshan, People's Republic of China (C.J., Y.W., X.Z., S.W.); Department of Nutritional Sciences, Pennsylvania State University, State College (C.J., C.M., X.G.); Division of Endocrinology, Diabetes, and Hypertension, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (A.V.); Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA (K.R.); and Stroke Service, Department of Neurology, Massachusetts General Hospital, Boston (M.E.G.)
| | - Mahmut E Gurol
- From the Vanderbilt University Medical Center, Vanderbilt Heart and Vascular Institute, Nashville, TN (W.L.); Department of Cardiology, Kailuan General Hospital, Tangshan, People's Republic of China (C.J., Y.W., X.Z., S.W.); Department of Nutritional Sciences, Pennsylvania State University, State College (C.J., C.M., X.G.); Division of Endocrinology, Diabetes, and Hypertension, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (A.V.); Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA (K.R.); and Stroke Service, Department of Neurology, Massachusetts General Hospital, Boston (M.E.G.)
| | - Chaoran Ma
- From the Vanderbilt University Medical Center, Vanderbilt Heart and Vascular Institute, Nashville, TN (W.L.); Department of Cardiology, Kailuan General Hospital, Tangshan, People's Republic of China (C.J., Y.W., X.Z., S.W.); Department of Nutritional Sciences, Pennsylvania State University, State College (C.J., C.M., X.G.); Division of Endocrinology, Diabetes, and Hypertension, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (A.V.); Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA (K.R.); and Stroke Service, Department of Neurology, Massachusetts General Hospital, Boston (M.E.G.)
| | - Shouling Wu
- From the Vanderbilt University Medical Center, Vanderbilt Heart and Vascular Institute, Nashville, TN (W.L.); Department of Cardiology, Kailuan General Hospital, Tangshan, People's Republic of China (C.J., Y.W., X.Z., S.W.); Department of Nutritional Sciences, Pennsylvania State University, State College (C.J., C.M., X.G.); Division of Endocrinology, Diabetes, and Hypertension, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (A.V.); Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA (K.R.); and Stroke Service, Department of Neurology, Massachusetts General Hospital, Boston (M.E.G.)
| | - Xiang Gao
- From the Vanderbilt University Medical Center, Vanderbilt Heart and Vascular Institute, Nashville, TN (W.L.); Department of Cardiology, Kailuan General Hospital, Tangshan, People's Republic of China (C.J., Y.W., X.Z., S.W.); Department of Nutritional Sciences, Pennsylvania State University, State College (C.J., C.M., X.G.); Division of Endocrinology, Diabetes, and Hypertension, Brigham and Women's Hospital and Harvard Medical School, Boston, MA (A.V.); Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA (K.R.); and Stroke Service, Department of Neurology, Massachusetts General Hospital, Boston (M.E.G.).
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36
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Affiliation(s)
| | - Wilko Spiering
- Department of Vascular Medicine, University Medical Center Utrecht, The Netherlands
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37
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Tielemans SMAJ, Geleijnse JM, Laughlin GA, Boshuizen HC, Barrett-Connor E, Kromhout D. Blood pressure trajectories in relation to cardiovascular mortality: The Rancho Bernardo Study. J Hum Hypertens 2017; 31:515-519. [DOI: 10.1038/jhh.2017.20] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Revised: 01/20/2017] [Accepted: 01/30/2017] [Indexed: 11/09/2022]
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