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Ebinger JE, Driver MP, Huang TY, Magraner J, Botting PG, Wang M, Chen PS, Bello NA, Ouyang D, Theurer J, Cheng S, Tan ZS. Blood pressure variability supersedes heart rate variability as a real-world measure of dementia risk. Sci Rep 2024; 14:1838. [PMID: 38246978 PMCID: PMC10800333 DOI: 10.1038/s41598-024-52406-8] [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: 01/18/2024] [Indexed: 01/23/2024] Open
Abstract
Blood pressure variability (BPV) and heart rate variability (HRV) have been associated with Alzheimer's Disease and Related Dementias (ADRD) in rigorously controlled studies. However, the extent to which BPV and HRV may offer predictive information in real-world, routine clinical care is unclear. In a retrospective cohort study of 48,204 adults (age 54.9 ± 17.5 years, 60% female) receiving continuous care at a single center, we derived BPV and HRV from routinely collected clinical data. We use multivariable Cox models to evaluate the association of BPV and HRV, separately and in combination, with incident ADRD. Over a median 3 [2.4, 3.0] years, there were 443 cases of new-onset ADRD. We found that clinically derived measures of BPV, but not HRV, were consistently associated with incident ADRD. In combined analyses, only patients in both the highest quartile of BPV and lowest quartile of HRV had increased ADRD risk (HR 2.34, 95% CI 1.44-3.81). These results indicate that clinically derived BPV, rather than HRV, offers a consistent and readily available metric for ADRD risk assessment in a real-world patient care setting. Thus, implementation of BPV as a widely accessible tool could allow clinical providers to efficiently identify patients most likely to benefit from comprehensive ADRD screening.
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Affiliation(s)
- Joseph E Ebinger
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
| | - Matthew P Driver
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Tzu Yu Huang
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Jose Magraner
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Patrick G Botting
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Minhao Wang
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Peng-Sheng Chen
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Natalie A Bello
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - David Ouyang
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - John Theurer
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Susan Cheng
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Zaldy S Tan
- Departments of Neurology and Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA
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DeBlauw JA, Stein JA, Blackman C, Haas M, Makle S, Echevarria I, Edmonds R, Ives SJ. Heart rate variability of elite female rowers in preparation for and during the national selection regattas: a pilot study on the relation to on water performance. Front Sports Act Living 2023; 5:1245788. [PMID: 37691642 PMCID: PMC10483281 DOI: 10.3389/fspor.2023.1245788] [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: 06/23/2023] [Accepted: 08/08/2023] [Indexed: 09/12/2023] Open
Abstract
Elite athletes require a delicate balance of physiological and psychological stress and recovery-essential for achieving optimal performance. Monitoring heart rate variability (HRV) provides a non-invasive estimation of both physiological and psychological stress levels, offering potentially valuable insights into health, performance, and adaptability. Previous studies, primarily conducted on male participants, have shown an association between HRV and performance in the context of rowing training. However, given the rigorous nature of rowing training, it is crucial to investigate HRV in elite rowers, particularly during the U.S. national selection regattas (NSR). Purpose To comprehensively analyze elite female rowers, evaluating acute changes in HRV and subjective psychometrics during the NSR. Methods Five elite female rowers (26 ± 2 years, 180 ± 8 cm, 82 ± 8 kg, 19 ± 6%fat) were recruited and tracked prior to and during NSR I and II. Morning HRV measures were completed using photoplethysmography (HRV4training) along with self-reported levels of fatigue, soreness, rating of perceived exertion, mentally energy and physical condition. Results Significant decreases were observed in log transformed root-mean square of successive differences (LnRMSSD; p = 0.0014) and fatigue (p = 0.01) from pre-to-during NSR, while mental energy (p = 0.01), physical condition (p = 0.01), and motivation (p = 0.006) significantly increased. These psychometric measures returned to pre-NSR levels, at post-NSR (all p < 0.05), though HRV remained slightly suppressed. NSR on-water performance was not correlated to LnRMSSD or the change in LnRMSSD (p > 0.05). Discussion HRV and psychometric measures are sensitive to the stress of elite rowing competition in females. However, HRV was not associated with on-water rowing performance during an elite rowing competition.
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Affiliation(s)
- Justin A. DeBlauw
- Department of Health and Human Physiological Sciences, Skidmore College, Saratoga Springs, NY, United States
| | - Jesse A. Stein
- Oak Ridge Institute for Science and Education, Belcamp, MD, United States
- United States Army Research Institute of Environmental Medicine, Natick, MA, United States
| | - Carolyn Blackman
- Department of Health and Human Physiological Sciences, Skidmore College, Saratoga Springs, NY, United States
| | - Melissa Haas
- Department of Health and Human Physiological Sciences, Skidmore College, Saratoga Springs, NY, United States
| | - Seraya Makle
- Department of Health and Human Physiological Sciences, Skidmore College, Saratoga Springs, NY, United States
| | - Isis Echevarria
- Department of Health and Human Physiological Sciences, Skidmore College, Saratoga Springs, NY, United States
| | - Rohan Edmonds
- Department of Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Stephen J. Ives
- Department of Health and Human Physiological Sciences, Skidmore College, Saratoga Springs, NY, United States
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Long-term variability in physiological measures in relation to mortality and epigenetic aging: prospective studies in the USA and China. BMC Med 2023; 21:20. [PMID: 36647101 PMCID: PMC9843964 DOI: 10.1186/s12916-022-02674-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 11/21/2022] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND Visit-to-visit body weight variability (BWV), pulse rate variability (PRV), and blood pressure variability (BPV) have been respectively linked to multiple health outcomes. The associations of the combination of long-term variability in physiological measures with mortality and epigenetic age acceleration (EAA) remain largely unknown. METHODS We constructed a composite score of physiological variability (0-3) of large variability in BWV, PRV, and BPV (the top tertiles) in 2006/2008-2014/2016 in the Health and Retirement Study (HRS) and 2011-2015 in the China Health and Retirement Longitudinal Study (CHARLS). All-cause mortality was documented through 2018. EAA was calculated using thirteen DNA methylation-based epigenetic clocks among 1047 participants in a substudy of the HRS. We assessed the relation of the composite score to the risk of mortality among 6566 participants in the HRS and 6906 participants in the CHARLS by Cox proportional models and then investigated its association with EAA using linear regression models. RESULTS A higher score of variability was associated with higher mortality risk in both cohorts (pooled hazard ratio [HR] per one-point increment, 1.27; 95% confidence interval [CI], 1.18, 1.39; P-heterogeneity = 0.344), after adjustment for multiple confounders and baseline physiological measures. Specifically, each SD increment in BWV, PRV, and BPV was related to 21% (95% CI: 15%, 28%), 6% (0%, 13%), and 12% (4%, 19%) higher hazard of mortality, respectively. The composite score was significantly related to EAA in second-generation clocks trained on health outcomes (e.g., standardized coefficient = 0.126 in the Levine clock, 95% CI: 0.055, 0.196) but not in most first-generation clocks trained on chronological age. CONCLUSIONS Larger variability in physiological measures was associated with a higher risk of mortality and faster EAA.
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Guo H, Tan Y, Yao Z, Zhang Z, Yan J, Meng X. Effect of visit-to-visit blood pressure variability on mild cognitive impairment and probable dementia in hypertensive patients receiving standard and intensive blood pressure treatment. Front Cardiovasc Med 2023; 10:1166554. [PMID: 37139135 PMCID: PMC10150011 DOI: 10.3389/fcvm.2023.1166554] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 03/28/2023] [Indexed: 05/05/2023] Open
Abstract
Background High visit-to-visit blood pressure variability (BPV) and hypertension are risk factors for mild cognitive impairment (MCI) and probable dementia (PD). Few articles assessed the effect of BPV on the MCI and PD in intensive blood pressure treatment and the different functions of three types of visit-to-visit BPV: systolic blood pressure variability (SBPV), diastolic blood pressure variability (DBPV) and pulse pressure variability (PPV). Methods We performed a post hoc analysis of the SPRINT MIND trial. The primary outcomes were MCI and PD. BPV was measured by average real variability (ARV). The Kaplan-Meier curves were used to clarify the difference in tertiles of BPV. We fit Cox proportional hazards models to our outcome. We also did an interaction analysis between the intensive and standard groups. Results We enrolled 8,346 patients in the SPRINT MIND trial. The incidence of MCI and PD in the intensive group was lower than that in the standard group. 353 patients had MCI and 101 patients had PD in the standard group while 285 patients had MCI and 75 patients had PD in the intensive group. Tertiles with higher SBPV, DBPV and PPV in the standard group had a higher risk of MCI and PD (all p < 0.05). Meanwhile, higher SBPV and PPV in the intensive group were associated with an increased risk of PD (SBPV: HR(95%) = 2.1 (1.1-3.9), p = 0.026; PPV: HR(95%) = 2.0 (1.1-3.8), p = 0.025 in model 3) and higher SBPV in the intensive group was associated with an increased risk of MCI(HR(95%) = 1.4 (1.2-1.8), p < 0.001 in model 3). The difference between intensive and standard blood pressure treatment was not statistically significant when we considered the effect of the higher BPV on the risk of MCI and PD (all p for interaction >0.05). Conclusion In this post hoc analysis of the SPRINT MIND trial, we found that higher SBPV and PPV were associated with an increased risk of PD in the intensive group, and higher SBPV was associated with an increased risk of MCI in the intensive group. The effect of higher BPV on the risk of MCI and PD was not significantly different in intensive and standard blood pressure treatment. These findings emphasized the need for clinical work to monitor BPV in intensive blood pressure treatment.
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Affiliation(s)
- Hang Guo
- Department of Education, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Yi Tan
- Department of Education, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Zhizheng Yao
- Department of Education, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Zilu Zhang
- Department of Education, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Jiafu Yan
- Department of Cardiology, Affiliated Hospital of Yangzhou University, Yangzhou University, Yangzhou, China
| | - Xiaofeng Meng
- Department of Cardiology, Aviation General Hospital, Beijing, China
- Correspondence: Xiaofeng Meng
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Frequency of Visit-to-Visit Variability of Resting Heart Rate and the Risk of New-Onset Atrial Fibrillation in the General Population. Am J Cardiol 2021; 155:45-51. [PMID: 34284867 DOI: 10.1016/j.amjcard.2021.06.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Revised: 06/08/2021] [Accepted: 06/14/2021] [Indexed: 11/22/2022]
Abstract
Resting heart rate (RHR) has been an established predictor for atrial fibrillation (AF). However, the association of visit-to-visit heart rate variability (VVHRV) with new-onset AF risk over long term remains unclear. Our study investigates the relation of VVHRV to new-onset AF in general population in the prospective study of the Kailuan cohort. A total of 46,126 individuals without arrhythmia were included. They underwent 3 health examinations from 2006 to 2010 and performed follow up. VVHRV was measured by coefficient of variation (CV), variability independent of the mean (VIM), and standard deviation (SD). Participants were separately divided into 5 categories by quintiles of visit-to-visit RHR-CV, RHR-VIM and RHR-SD. Multivariate Cox regression and restricted cubic spline models were performed to establish the association between VVHRV and new-onset AF. 241 new-onset AF occurred during a median follow-up of 7.54 years. The incidence of new-onset AF in the group of the lowest (Q1) and highest quintiles (Q5) of RHR-CV were higher than that in other groups. The HRs for the new-onset AF were 2.07 (95% CI, 1.34-3.21, p < 0.01), in the highest quintile group(Q5) compared with group Q2, and 1.89(95% CI, 1.20-2.97, p < 0.01) in the lowest quintile group(Q1) compared with group Q2. The risk for new-onset AF showed a similar trend using RHR-VIM (p < 0.01) and RHR-SD (p < 0.05) parameters. Further sensitivity analyses indicated the consistent results in subjects without prior cardiovascular disease and without taking beta blockers or CCB. To match the covariates, analyses were also performed by propensity score matching, and prominent trends were also found in RHR-SD and RHR-VIM. In conclusion, the study indicated that higher and lower VVHRV were associated with the increasing risk of new-onset AF, which supporting a U-shaped curve existence.
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Liu M, Chen X, Zhang S, Lin Y, Xiong Z, Zhong X, Guo Y, Sun X, Zhou H, Xu X, Wang L, Liao X, Zhuang X. Long-Term Visit-to-Visit Mean Arterial Pressure Variability and the Risk of Heart Failure and All-Cause Mortality. Front Cardiovasc Med 2021; 8:665117. [PMID: 34150867 PMCID: PMC8211989 DOI: 10.3389/fcvm.2021.665117] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Accepted: 05/04/2021] [Indexed: 12/03/2022] Open
Abstract
Background: Systolic or diastolic blood pressure (BP) variability is associated with an increased risk of cardiovascular events. We assessed whether BP variability measured by mean arterial pressure (MAP) was associated with increased risk of heart failure (HF) and death in individuals with or without hypertension. Methods: We evaluated 9,305 Atherosclerosis Risk in Communities (ARIC) study participants with or without hypertension and calculated BP variability based on MAP values from visit 1 to 4 [expressed as standard deviation (SD), average real variability (ARV), coefficient of variation (CV), and variability independent of the mean (VIM)]. Multivariate-adjusted Cox regression model and restricted cubic spline curve were used to evaluate the associations of MAP variability with all-cause mortality and HF. Results: During a median follow-up of 16.8 years, 1,511 had an HF event and 2,903 died. Individuals in the highest quartile of VIM were both associated with a 21% higher risk of all-cause mortality [hazard ratio (HR), 1.21; 95% CI, 1.09-1.35] and HF (HR, 1.21; 95% CI, 1.04-1.39) compared with the lowest quartile of VIM. Cubic spline curves reveal that the risk of deaths and HF increased with MAP variability when it reached a higher level. Results were similar in individuals with normotension (all-cause mortality: HR, 1.30; 95% CI, 1.09-1.55; HF, HR, 1.49; 95% CI, 1.12-1.98). Conclusions: In individuals with or without hypertension, greater visit-to-visit MAP variability was associated with a higher risk of all-cause mortality and HF, indicating that the BP variability assessed by MAP might be a potential risk factor for HF and death.
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Affiliation(s)
- Menghui Liu
- Department of Cardiology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
- Key Laboratory on Assisted Circulation, Ministry of Health, Guangzhou, China
| | - Xiaohong Chen
- Department of Otorhinolaryngology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Shaozhao Zhang
- Department of Cardiology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
- Key Laboratory on Assisted Circulation, Ministry of Health, Guangzhou, China
| | - Yifen Lin
- Department of Cardiology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
- Key Laboratory on Assisted Circulation, Ministry of Health, Guangzhou, China
| | - Zhenyu Xiong
- Department of Cardiology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
- Key Laboratory on Assisted Circulation, Ministry of Health, Guangzhou, China
| | - Xiangbin Zhong
- Department of Cardiology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
- Key Laboratory on Assisted Circulation, Ministry of Health, Guangzhou, China
| | - Yue Guo
- Department of Cardiology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
- Key Laboratory on Assisted Circulation, Ministry of Health, Guangzhou, China
| | - Xiuting Sun
- Department of Cardiology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
- Key Laboratory on Assisted Circulation, Ministry of Health, Guangzhou, China
| | - Huimin Zhou
- Department of Cardiology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
- Key Laboratory on Assisted Circulation, Ministry of Health, Guangzhou, China
| | - Xingfeng Xu
- Department of Cardiology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
- Key Laboratory on Assisted Circulation, Ministry of Health, Guangzhou, China
| | - Lichun Wang
- Department of Cardiology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
- Key Laboratory on Assisted Circulation, Ministry of Health, Guangzhou, China
| | - Xinxue Liao
- Department of Cardiology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
- Key Laboratory on Assisted Circulation, Ministry of Health, Guangzhou, China
| | - Xiaodong Zhuang
- Department of Cardiology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
- Key Laboratory on Assisted Circulation, Ministry of Health, Guangzhou, China
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Wang Y, Yin L, Hu B, Tse LA, Liu Y, Ma H, Li W. Association of heart rate with cardiovascular events and mortality in hypertensive and normotensive population: a nationwide prospective cohort study. ANNALS OF TRANSLATIONAL MEDICINE 2021; 9:917. [PMID: 34350232 PMCID: PMC8263883 DOI: 10.21037/atm-21-706] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 05/16/2021] [Indexed: 11/06/2022]
Abstract
Background Cardiovascular disease is the leading cause of death worldwide. We assessed the association of baseline heart rate with cardiovascular events and mortality in hypertensive and normotensive populations using a prospective urban and rural epidemiology cohort study in China. Methods A total of 29,554 individuals were involved in our analysis, distributed equally between groups of normotensive and hypertensive. The primary outcomes were myocardial infarction, stroke, major cardiovascular diseases, and cardiovascular mortality. Cox frailty models were utilized to estimate hazard ratios for cardiovascular outcomes, and restricted cubic splines were used to explore the shape of the association between baseline heart rate and cardiovascular mortality. Results During a total observational time of 230,813 person-years, 402 myocardial infarction events, 1,096 stroke events, 1,540 major cardiovascular events, and 356 cardiovascular deaths were documented. In adjusted analyses, normotensive subjects with baseline heart rate >82.5 beats per minute had a 3.30-fold greater risk of cardiovascular death and an increased 72% risk of myocardial infarction, compared with individuals whose baseline heart rate was 65.5-71 beats per minute. A similar trend was observed for cardiovascular mortality in the hypertensive population, but the association was attenuated. Multivariable-adjusted restricted cubic splines showed linear associations between baseline heart rate and cardiovascular mortality in two groups of people (all P<0.05 for linearity). Conclusions Elevated baseline heart rate is associated with an increased risk of cardiovascular mortality and myocardial infarction in the normotensive population. The association is attenuated for cardiovascular death in hypertensive patients.
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Affiliation(s)
- Yuebo Wang
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China.,Clinical Research Service Center, Henan Provincial People's Hospital, Zhengzhou University People's Hospital, Zhengzhou, China
| | - Lu Yin
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China
| | - Bo Hu
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China
| | - Lap Ah Tse
- Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Yu Liu
- Shenyang No. 242 Hospital, Shenyang, China
| | - Haibin Ma
- Xining Center for Disease Control and Prevention, Xining, China
| | - Wei Li
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China
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Yang X, Hidru TH, Han X, Zhang X, Liu Y, Wang B, Li H, Wu S, Xia YL. Link Between Elevated Long-Term Resting Heart Rate Variability and Pulse Pressure Variability for All-Cause Mortality. J Am Heart Assoc 2020; 9:e014122. [PMID: 32174212 PMCID: PMC7335531 DOI: 10.1161/jaha.119.014122] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Background Elevated long‐term systolic blood pressure and resting heart rate (RHR) variability are suggested to amplify the risk of all‐cause mortality (ACM). However, the link between increased RHR and pulse pressure for ACM remained unclear. Methods and Results This study analyzed 46 751 individuals from Kailuan Cohort Study for the end outcome of ACM. A Cox regression model was used to estimate hazard ratios for death events. Kaplan‐Meier analysis was performed to study the differences in survival as stratified by the SD, coefficient of variation, and average real variability of RHR and pulse pressure quartiles. A total of 1667 deaths (<65 years of age=866/40351, ≥65 years of age=801/6400) were recorded over 4.97±0.69 years follow‐up. Participants under the age of 65 years in the third and fourth quartiles of pulse pressure SD had an independent increase in risk for ACM (hazard ratio [95% CI], 1.16 [1.06–1.28]; and 1.19 [1.05–1.35], respectively). Additionally, participants >65 years of age had a higher risk for ACM across quartiles of RHR‐SD. The hazard ratio (95% CI) for the subjects in quartiles 2, 3, and 4 were 1.81 (1.10–2.97), 2.31 (1.37–1.3.90), and 2.64 (1.63–4.29), respectively. Conclusions An elevated long‐term RHR variability combined with an increased pulse pressure variability or vice versa amplifies the risk of ACM.
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Affiliation(s)
- Xiaolei Yang
- Department of Cardiology Institute of Cardiovascular Diseases First Affiliated Hospital of Dalian Medical University Dalian Liaoning China
| | - Tesfaldet Habtemariam Hidru
- Department of Cardiology Institute of Cardiovascular Diseases First Affiliated Hospital of Dalian Medical University Dalian Liaoning China
| | - Xu Han
- Department of Cardiology Institute of Cardiovascular Diseases First Affiliated Hospital of Dalian Medical University Dalian Liaoning China
| | - Xinyuan Zhang
- Department of Nutritional Sciences Pennsylvania State University State College PA
| | - Yang Liu
- Department of Cardiology Institute of Cardiovascular Diseases First Affiliated Hospital of Dalian Medical University Dalian Liaoning China
| | - Binhao Wang
- Arrhythmia Center Ningbo First Hospital Ningbo Zhejiang China
| | - Huihua Li
- Department of Cardiology Institute of Cardiovascular Diseases First Affiliated Hospital of Dalian Medical University Dalian Liaoning China
| | - Shouling Wu
- Department of Cardiology Kailuan General Hospital Tangshan Hebei China
| | - Yun-Long Xia
- Department of Cardiology Institute of Cardiovascular Diseases First Affiliated Hospital of Dalian Medical University Dalian Liaoning China
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