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Shi Y, Zhou W. Association between the oxidative balance score and estimated pulse wave velocity from the National Health and Nutrition Examination Survey (2005-2018). Nutr Metab (Lond) 2024; 21:61. [PMID: 39103950 DOI: 10.1186/s12986-024-00835-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2024] [Accepted: 07/27/2024] [Indexed: 08/07/2024] Open
Abstract
BACKGROUND No research report has been conducted to investigate the impact of oxidation balance score (OBS) on the estimated pulse wave velocity(ePWV).We aimed to examine the association between OBS and ePWV. METHOD We evaluated data for 13,073 patients from the National Health and Nutrition Examination Survey (NHANES). The exposure variable was OBS. The outcome variables was combination of ePWV and arterial stiffness. RESULTS We observed a significant negative correlation between OBS (Per 1SD increase) and ePWV in the gradually adjusted models. Based on the aforementioned results, a two-piecewise logistic regression adjusted model was subsequently employed to establish the association between OBS and elevated ePWV, and the inflection point was determined as 5. The increased risk of elevated ePWV (OR:0.70; 95%CI:0.51-0.94) gradually decreases with the increase of OBS on the left side of the inflection point; however, when OBS exceeds 5, this decrease in risk of elevated ePWV(OR:1.00; 95%CI:0.96-1.04) is no longer observed (P for log likelihood ratio test = 0.028). CONCLUSIONS There exists a significant association between OBS and ePWV in the context of American adults. Specifically, OBS exhibits a negative correlation with ePWV; however, when considering an elevated ePWV, a saturation effect is observed in relation to OBS.
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Affiliation(s)
- Yumeng Shi
- Department of Cardiovascular Medicine, the Second Affiliated Hospital, Nanchang of Jiangxi, Jiangxi Medical College, Nanchang University, Nanchang, China
- Jiangxi Provincial Cardiovascular Disease Clinical Medical Research Center, Nanchang of Jiangxi, Nanchang, China
- Jiangxi Sub-center of National Clinical Research Center for Cardiovascular Diseases, Nanchang of Ji angxi, Nanchang, China
| | - Wei Zhou
- Department of Cardiovascular Medicine, the Second Affiliated Hospital, Nanchang of Jiangxi, Jiangxi Medical College, Nanchang University, Nanchang, China.
- Center for Prevention and Treatment of Cardiovascular Diseases, the Second Affiliated Hospital, Jiangxi Medical College, Nanchang of Jiangxi, Nanchang University, Nanchang, China.
- Jiangxi Provincial Cardiovascular Disease Clinical Medical Research Center, Nanchang of Jiangxi, Nanchang, China.
- Jiangxi Sub-center of National Clinical Research Center for Cardiovascular Diseases, Nanchang of Ji angxi, Nanchang, China.
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Hao P, Feng S, Suo M, Wang S, Zheng K, Wu X. Estimated Pulse Wave Velocity and Cognitive Outcomes: A Post hoc Analysis of SPRINT-MIND. Am J Hypertens 2024; 37:485-492. [PMID: 38488616 DOI: 10.1093/ajh/hpae032] [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: 01/17/2024] [Revised: 03/06/2024] [Accepted: 03/11/2024] [Indexed: 06/15/2024] Open
Abstract
BACKGROUND Arterial stiffness has been confirmed to be associated with cognitive impairment. Carotid-femoral pulse wave velocity (cfPWV) is widely regarded as the gold standard for assessing arterial stiffness, yet it is not readily accessible. In response, the use of estimated pulse wave velocity (ePWV) has been proposed as a more accessible and cost-effective alternative. ePWV not only offers ease of calculation but also covers a broader spectrum of vascular aging processes, some of which may be distinct from those detected by cfPWV. The aim of our study was to investigate the association between ePWV and cognitive outcomes in SPRINT-MIND (Systolic Blood Pressure Intervention Trial Memory and Cognition in Decreased Hypertension). METHODS This study was a post hoc analysis of the SPRINT-MIND. The primary endpoint was a composite outcome including probable dementia and mild cognitive impairment (MCI). The calculation of ePWV was based on age and mean blood pressure. The association between ePWV and cognitive outcomes was assessed Using Cox regression analysis. The response of ePWV to antihypertensive treatment at 12 months was used to define treatment efficacy. RESULTS 8,563 patients were enrolled. The ePWV was found to be independently associated with risk of probable dementia (Tertile 3 vs. Tertile 1: HR, 95% CI: 1.70, 1.08-2.68, P = 0.023, P for trend = 0.013), MCI (Tertile 3 vs. Tertile 1: HR, 95% CI: 2.35, 1.71-3.23, P < 0.001, P for trend < 0.001), and the composite outcome of probable dementia or MCI (Tertile 3 vs. Tertile 1: HR, 95% CI: 2.17, 1.65-2.86, P < 0.001, P for trend < 0.001). The combined effect of treatment allocation and the response of ePWV to treatment exhibited that intensive/ePWV responders had the lowest risk of the primary outcome (Log-rank P = 0.002). CONCLUSIONS EPWV demonstrated independent predictive value for cognitive outcomes in SPRINT-MIND.
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Affiliation(s)
- Peng Hao
- Integrated Ward of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing 100029, China
| | - Siting Feng
- Emergency and Critical Care Center, Beijing Anzhen Hospital, Capital Medical University, Beijing 100029, China
| | - Min Suo
- Integrated Ward of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing 100029, China
| | - Shen Wang
- Integrated Ward of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing 100029, China
| | - Keyang Zheng
- Center of Hypertension, Beijing Anzhen Hospital, Capital Medical University, Beijing 100029, China
| | - Xiaofan Wu
- Integrated Ward of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing 100029, China
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Kim D, Manikat R, Wijarnpreecha K, Cholankeril G, Ahmed A. Estimated pulse wave velocity in metabolic dysfunction-associated steatotic liver disease and all-cause/cause-specific mortality. J Gastroenterol Hepatol 2024. [PMID: 38740513 DOI: 10.1111/jgh.16608] [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: 02/20/2024] [Revised: 04/10/2024] [Accepted: 04/30/2024] [Indexed: 05/16/2024]
Abstract
BACKGROUND AND AIM Several reports show a significant association between metabolic dysfunction-associated steatotic liver disease (MASLD) and arterial stiffness (estimated pulse wave velocity [ePWV]) as a surrogate marker of vascular age. We investigate whether ePWV as arterial stiffness in MASLD is associated with all-cause/cause-specific mortality. METHODS This cohort study was based on the third National Health and Nutrition Examination Survey (NHANES, 1988-1994) and NHANES 2007-2014 and linked mortality datasets through 2019. Cox regression models assessed the association between ePWV categorized by quartile and all-cause/cause-specific mortality among individuals with MASLD. RESULTS During the follow-up of a median of 26.3 years (interquartile range: 19.9-27.9), higher levels of ePWV among individuals with MASLD were associated with increased all-cause mortality, which remained significant after adjusting for demographic, lifestyle, clinical, and metabolic risk factors. Furthermore, higher ePWV in MASLD was associated with higher cardiovascular mortality. There was a 44% (hazard ratio: 1.44, 95% confidence interval: 1.32-1.58) increase in all-cause mortality and a 53% (hazard ratio: 1.53, 95% confidence interval: 1.32-1.77) increase in cardiovascular mortality for every 1 m/s increase in ePWV in MASLD. However, there was no significant association between ePWV and cancer-related mortality. Sensitivity analyses using the NHANES 2007-2014 dataset showed results identical to the original analysis. CONCLUSION Higher ePWV in MASLD was associated with a higher risk of all-cause and cardiovascular mortality beyond traditional cardiovascular risk factors. Screening for ePWV in individuals with MASLD may be an effective and beneficial approach to reducing all-cause and cardiovascular mortality.
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Affiliation(s)
- Donghee Kim
- Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, California, USA
| | - Richie Manikat
- Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, California, USA
| | - Karn Wijarnpreecha
- Department of Medicine, Division of Gastroenterology and Hepatology, University of Arizona College of Medicine, Phoenix, Arizona, USA
- Department of Internal Medicine, Division of Gastroenterology and Hepatology, Banner University Medical Center, Phoenix, Arizona, USA
| | - George Cholankeril
- Liver Center, Division of Abdominal Transplantation, Michael E DeBakey Department of General Surgery, Baylor College of Medicine, Houston, Texas, USA
- Section of Gastroenterology and Hepatology, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - Aijaz Ahmed
- Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, California, USA
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Jones R, Jessee MB, Booker R, Martin SL, Vance DE, Fazeli PL. Associations Between Estimates of Arterial Stiffness and Cognitive Functioning in Adults With HIV. J Acquir Immune Defic Syndr 2024; 95:456-462. [PMID: 38133605 PMCID: PMC10951550 DOI: 10.1097/qai.0000000000003374] [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: 06/28/2023] [Accepted: 12/07/2023] [Indexed: 12/23/2023]
Abstract
BACKGROUND Vascular aging, a precursor of arterial stiffness, is associated with neurocognitive impairment (NCI) and cardiovascular disease. Although HIV is associated with rapid vascular aging, it is unknown whether arterial stiffness mediates changes in cognitive function. We explored whether estimated markers of vascular aging were associated with NCI indices in HIV-positive individuals. METHODS This study was a secondary analysis of an observational study. Neurocognitive functioning was assessed using a battery of 7 domains (verbal fluency, executive functioning, speed of information processing, attention/working memory, memory [learning and delayed recall], and motor skills). Vascular aging was assessed using estimated markers of arterial stiffness (ie, estimated pulse wave velocity, pulse pressure, and vascular overload index). A multivariable regression adjusted for demographics, cardiovascular disease risk factors, and HIV clinical variables was used to examine the association between vascular aging and NCI outcomes. RESULTS Among 165 people with HIV, the mean age was 51.5 ± 6.9 years (62% men and 83% African American/Black or Other). In fully adjusted models, an increase in estimated pulse wave velocity and pulse pressure was associated with lower T scores in learning (-2.95 [-5.13, -0.77]) and working memory (-2.37 [-4.36, -0.37]), respectively. An increase in vascular overload index was associated with lower T scores in working memory (-2.33 [-4.37, -0.29]) and learning (-1.85 [-3.49, -0.21]). CONCLUSIONS Estimated markers of arterial stiffness were weakly associated with neurocognitive functioning, suggesting that vascular aging may have a role in cognitive decline among people with HIV.
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Affiliation(s)
- Raymond Jones
- Department of Medicine, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL
- Center for Exercise Medicine, University of Alabama at Birmingham, Birmingham, AL
| | - Matthew B. Jessee
- Department of Health, Exercise Science, and Recreation Management, University of Mississippi, University, MS
| | - Robert Booker
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Samantha L. Martin
- Department of Obstetrics and Gynecology, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL
| | - David E. Vance
- Department of Family, Community, and Health Systems, School of Nursing, University of Alabama at Birmingham, Birmingham, AL
| | - Pariya L. Fazeli
- Department of Family, Community, and Health Systems, School of Nursing, University of Alabama at Birmingham, Birmingham, AL
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Seo HW, Ko SH, Chung JH, Byun H, Shin JH, Lee SH. A prognostic value of estimated pulse wave velocity in idiopathic sudden sensorineural hearing loss. Eur Arch Otorhinolaryngol 2024; 281:1745-1751. [PMID: 37898594 DOI: 10.1007/s00405-023-08289-y] [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: 08/19/2023] [Accepted: 10/09/2023] [Indexed: 10/30/2023]
Abstract
PURPOSE Arterial stiffness, represented by estimated pulse wave velocity (ePWV), is the independent surrogate marker for cardiovascular event. The aim of the study was to investigate the significance of ePWV in the treatment outcome of idiopathic sudden sensorineural hearing loss (SSNHL). METHODS One hundred and ten patients with idiopathic SSNHL who hospitalized between April 2019 and March 2022 were evaluated. Arterial stiffness was calculated with formula for ePWV and other cardiovascular parameters of body mass index (BMI), and serum lipid level was determined. All patients received systemic high-dose steroid therapy and intratympanic steroid injections as a salvage management. Treatment outcome was assessed at 6 months after treatment, and classified as recovery and nonrecovery groups according to hearing recovery. RESULTS The initial pure-tone hearing threshold was 72.6 ± 23.8 dB and final hearing threshold was 52.63 ± 31.10 dB. After treatment, 60 (54.5%) patients included in recovery group and other 50 (45.5%) were classified as nonrecovery group. Age, days of onset to treatment, BMI, waist circumference, and ePWV were higher in the nonrecovery group compared to recovery group in univariate analysis (p = 0.039, p = 0.049, p = 0.003, p = 0.004, p = 0.007, respectively). In multivariate analysis, days of onset to treatment, BMI, and ePWV were associated with recovery (p = 0.030, p = 0.007, p = 0.022). CONCLUSION Higher ePWV, a measure of arterial stiffness, was associated with a poor hearing recovery of SSNHL.
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Affiliation(s)
- Hee Won Seo
- Department of Otolaryngology-Head and Neck Surgery, School of Medicine, College of Medicine, Hanyang University, 222-Wangshimni-ro, Seongdong-gu, Seoul, 133-792, Republic of Korea
| | - Seok Hwa Ko
- Department of Otolaryngology-Head and Neck Surgery, School of Medicine, College of Medicine, Hanyang University, 222-Wangshimni-ro, Seongdong-gu, Seoul, 133-792, Republic of Korea
| | - Jae Ho Chung
- Department of Otolaryngology-Head and Neck Surgery, School of Medicine, College of Medicine, Hanyang University, 222-Wangshimni-ro, Seongdong-gu, Seoul, 133-792, Republic of Korea.
| | - Hayoung Byun
- Department of Otolaryngology-Head and Neck Surgery, School of Medicine, College of Medicine, Hanyang University, 222-Wangshimni-ro, Seongdong-gu, Seoul, 133-792, Republic of Korea
| | - Jeong-Hun Shin
- Division of Cardiology, Department of Internal Medicine, Hanyang University College of Medicine, Guri, Republic of Korea
| | - Seung Hwan Lee
- Department of Otolaryngology-Head and Neck Surgery, School of Medicine, College of Medicine, Hanyang University, 222-Wangshimni-ro, Seongdong-gu, Seoul, 133-792, Republic of Korea
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Cheng W, Kong F, Pan H, Luan S, Yang S, Chen S. Superior predictive value of estimated pulse wave velocity for all-cause and cardiovascular disease mortality risk in U.S. general adults. BMC Public Health 2024; 24:600. [PMID: 38402165 PMCID: PMC10893621 DOI: 10.1186/s12889-024-18071-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2023] [Accepted: 02/12/2024] [Indexed: 02/26/2024] Open
Abstract
BACKGROUND Estimated pulse wave velocity (ePWV) has been proposed as a potential approach to estimate carotid-femoral pulse wave velocity. However, the potential of ePWV in predicting all-cause mortality (ACM) and cardiovascular disease mortality (CVM) in the general population is unclear. METHODS We conducted a prospective cohort study using the data of 33,930 adults (age ≥ 20 years) from the National Health and Nutrition Examination Survey (NHANES) from 1999 to 2014 until the end of December 2019. The study outcomes included ACM and CVM. Survey-weighted Cox proportional hazards models were used to assess hazard ratios (HRs) and 95% confidence intervals (CIs) to determine the association between ePWV and ACM and CVM. To further investigate whether ePWV was superior to traditional risk factors in predicting ACM and CVM, comparisons between ePWV and the Framingham Risk Score (FRS) and Pooled Cohort Equations (PCE) models were performed. Integrated Discriminant Improvement (IDI) and Net Reclassification Improvement (NRI) were employed to analyze differences in predictive ability between models. RESULTS The weighted mean age of the 33,930 adults included was 45.2 years, and 50.28% of all participants were men. In the fully adjusted Cox regression model, each 1 m/s increase in ePWV was associated with 50% and 49% increases in the risk of ACM (HR 1.50; 95% CI, 1.45-1.54) and CVM (HR 1.49; 95% CI, 1.41-1.57), respectively. After adjusting for FRS, each 1 m/s increase in ePWV was still associated with 29% (HR 1.29; 95% CI, 1.24-1.34) and 34% (HR 1.34; 95% CI, 1.23-1.45) increases in the risk of ACM and CVM, respectively. The area under the curve (AUC) predicted by ePWV for 10-year ACM and CVM were 0.822 and 0.835, respectively. Compared with the FRS model, the ePWV model improved the predictive value of ACM and CVM by 5.1% and 3.8%, respectively, with no further improvement in event classification. In comparison with the PCE model, the ePWV model's ability to predict 10-year ACM and CVM was improved by 5.1% and 3.5%, and event classification improvement was improved by 34.5% and 37.4%. CONCLUSIONS In the U.S. adults, ePWV is an independent risk factor for ACM and CVM and is independent of traditional risk factors. In the general population aged 20 to 85 years, ePWV has a robust predictive value for the risk of ACM and CVM, superior to the FRS and PCE models. The predictive power of ePWV likely originates from the traditional risk factors incorporated into its calculation, rather than from an indirect association with measured pulse wave velocity.
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Affiliation(s)
- Wenke Cheng
- Medical Faculty, University of Leipzig, Leipzig, Germany
| | - Fanliang Kong
- University Medical Center of Göttingen, Georg-August University, Göttingen, Germany
| | - Huachun Pan
- College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, China
| | - Sisi Luan
- Department of Endocrinology, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Shumin Yang
- State Key Laboratory of Agriculture Microbiology, College of Veterinary Medicine, Huazhong Agricultural University, Wuhan, China
| | - Siwei Chen
- Department of Cardiovascular Medicine, Nanchang People's Hospital (The Third Hospital of Nanchang), No.1268, Jiuzhou Street, Chaoyang New District, Jiangxi, Nanchang, China.
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Zhou Y, Zhang Y, Xu G, Shang X. Association between estimated pulse wave velocity and silent lacunar infarct in a Korean population. Front Cardiovasc Med 2023; 10:1070997. [PMID: 36760572 PMCID: PMC9905668 DOI: 10.3389/fcvm.2023.1070997] [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: 10/15/2022] [Accepted: 01/09/2023] [Indexed: 01/26/2023] Open
Abstract
Aims Previous studies have proposed the estimated pulse wave velocity (ePWV) as a simple and cost-effective measure of arterial stiffness. Since arterial stiffness plays a role in the progression of silent lacunar infarct (SLI), our present work aims to evaluate the association between ePWV and the presence of SLI. Methods The present work was based on a cross-section study. Our study included 1,011 neurologically healthy Korean participants. The SLI was evaluated using brain magnetic resonance images (MRI). The ePWV was derived from a published equation using age and mean blood pressure (MBP). Logistic regression analyses were performed to investigate the association between ePWV and SLI. The linear relationship and robustness were evaluated using smooth curve fitting and subgroup analyses, respectively. Results The prevalence of SLI was 11.87%. After fully adjusting for covariates, per 1 m/s increase of ePWV casted 31% additional risk for SLI (P = 0.009). When dividing the ePWV into quartiles, the top quartile had 4.01 times risk compared with the bottom quartile. The increasing trend across the quartiles was statistically significant (P for trend < 0.001). Consistently, smooth curve fitting revealed that the risk of SLI elevated linearly with the increase of ePWV. Finally, subgroup analysis suggested that the association was robust in several sub-populations divided by age, sex, smoking, hypertension, diabetes mellitus (DM), coronary artery occlusive disease (CAOD), hyperlipidemia, and statin medication (all P for interaction > 0.05). Conclusion The current study revealed an independent and positive association between ePWV and the presence of SLI in a neurologically healthy Korean population.
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Affiliation(s)
- Yaping Zhou
- Department of Rehabilitation Medicine, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
| | - Yu Zhang
- Department of Rehabilitation Medicine, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
| | - Gang Xu
- Department of Rehabilitation Medicine, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China,*Correspondence: Gang Xu,
| | - Xiuli Shang
- Department of Neurology, The First Hospital of China Medical University, Shenyang, China,Xiuli Shang,
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Heffernan KS, Charry D, Xu J, Tanaka H, Churilla JR. Estimated pulse wave velocity and incident heart failure and its subtypes: Findings from the multi-ethnic study of atherosclerosis. AMERICAN HEART JOURNAL PLUS : CARDIOLOGY RESEARCH AND PRACTICE 2023; 25:100238. [PMID: 36873573 PMCID: PMC9983630 DOI: 10.1016/j.ahjo.2022.100238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
UNLABELLED Age-associated increase in aortic stiffness, measured as carotid-femoral pulse wave velocity (PWV), is an important effector of cardiac damage and heart failure (HF). Pulse wave velocity estimated from age and blood pressure (ePWV) is emerging as a useful proxy of vascular aging and subsequent cardiovascular disease risk. We examined the association of ePWV with incident HF and its subtypes in a large community sample of 6814 middle-aged and older adults from the Multi-Ethnic Study of Atherosclerosis (MESA). METHODS Participants with an ejection fraction ≤40 % were classified as HF with reduced ejection fraction (HFrEF) while those with an ejection fraction ≥50 % were classified as HF with preserved ejection fraction (HFpEF). Cox proportional hazards regression models were used to calculate hazard ratios (HR) and 95 % confidence intervals (CI). RESULTS Over a mean follow-up period of 12.5 years, incident HF was diagnosed in 339 participants: 165 were classified as HFrEF and 138 as HFpEF. In fully adjusted models, the highest quartile of ePWV was significantly associated with an increased risk of overall HF (HR 4.79, 95 % CI 2.43-9.45) compared with the lowest quartile (reference). When exploring HF subtypes, the highest quartile of ePWV was associated with HFrEF (HR 8.37, 95 % CI 4.24-16.52) and HFpEF (HR 3.94, 95 % CI 1.39-11.17). CONCLUSIONS Higher ePWV values were associated with higher rates of incident HF and its subtypes in a large, diverse cohort of men and women.
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Affiliation(s)
- Kevin S. Heffernan
- Department of Exercise Science, Syracuse University, 820 Comstock Ave, The Women's Building Suite 100, Syracuse, NY 13244, USA
| | - Daniela Charry
- Department of Kinesiology and Health Education, The University of Texas at Austin, 2109 San Jacinto Blvd, Austin, TX 78712, USA
| | - Jing Xu
- Department of Health Administration, Brooks College of Health, University of North Florida, 1 UNF Drive/Bldg 39, Jacksonville, FL 32224-2673, USA
| | - Hirofumi Tanaka
- Department of Kinesiology and Health Education, The University of Texas at Austin, 2109 San Jacinto Blvd, Austin, TX 78712, USA
| | - James R. Churilla
- Department of Clinical and Applied Movement Sciences, Brooks College of Health, University of North Florida, 1UNF Drive/Bldg 39, Jacksonville, FL 32224-2673, USA
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Wu LD, Chu P, Kong CH, Shi Y, Zhu MH, Xia YY, Li Z, Zhang JX, Chen SL. Estimated pulse wave velocity is associated with all-cause mortality and cardiovascular mortality among adults with diabetes. Front Cardiovasc Med 2023; 10:1157163. [PMID: 37139122 PMCID: PMC10150383 DOI: 10.3389/fcvm.2023.1157163] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 03/20/2023] [Indexed: 05/05/2023] Open
Abstract
Aims We aim to examine the association of estimated pulse wave velocity (ePWV) with all-cause and cardiovascular mortality in patients with diabetes. Methods All of adult participants with diabetes from the National Health and Nutrition Examination Survey (NHANES) (1999-2018) were enrolled. ePWV was calculated according to the previously published equation based on age and mean blood pressure. The mortality information was obtained from the National Death Index database. Weighted Kaplan-Meier (KM) plot and weighted multivariable Cox regression was used to investigate the association of ePWV with all-cause and cardiovascular mortality risks. Restricted cubic spline was adopted to visualize the relationship between ePWV and mortality risks. Results 8,916 participants with diabetes were included in this study and the median follow-up duration was ten years. The mean age of study population was 59.0 ± 11.6 years, 51.3% of the participants were male, representing 27.4 million patients with diabetes in weighted analysis. The increment of ePWV was closely associated with increased risks of all-cause mortality (HR: 1.46, 95% CI: 1.42-1.51) and cardiovascular mortality (HR: 1.59, 95% CI: 1.50-1.68). After adjusting for cofounding factors, for every 1 m/s increase in ePWV, there was a 43% increased risk of all-cause mortality (HR: 1.43, 95% CI: 1.38-1.47) and 58% increased of cardiovascular mortality (HR: 1.58, 95% CI: 1.50-1.68). ePWV had positive linear associations with all-cause and cardiovascular mortality. KM plots also showed that the risks of all-cause and cardiovascular mortality were significantly elevated in patients with higher ePWV. Conclusions ePWV had a close association with all-cause and cardiovascular mortality risks in patients with diabetes.
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Heffernan KS, Stoner L, London AS, Augustine JA, Lefferts WK. Estimated pulse wave velocity as a measure of vascular aging. PLoS One 2023; 18:e0280896. [PMID: 36701358 PMCID: PMC9879446 DOI: 10.1371/journal.pone.0280896] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Accepted: 01/10/2023] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Carotid-femoral pulse wave velocity (cfPWV), the referent measure of aortic stiffness, is an established measure of vascular aging. In studies where cfPWV cannot be measured, alternative methods are needed to help promote research on vascular aging. This study examines the construct validity of a measure of PWV estimated from age and blood pressure (ePWV). The specific aims of the study are to: 1) explore the strength of association between ePWV, cfPWV, and other established measures of vascular aging; 2) examine the sensitivity and specificity of elevated ePWV (≥10m/s) in relation to elevated cfPWV (≥10m/s). METHODS We measured cfPWV in two-hundred and fifty-two adults (mean age 57±12 years, 48% female) and calculated each participant's ePWV from their age and brachial blood pressure. Additional measures of vascular aging included: carotid intima-media thickness (cIMT); carotid stiffness measured as elastic modulus (cEp); and carotid augmentation index (cAIx). RESULTS The correlations between cfPWV and measures of vascular aging were: cEp (r = 0.36), cIMT (r = 0.49), and cAIx (r = 0.04). The correlations between ePWV and measures of vascular aging were: cEp (r = 0.45), cIMT (r = 0.60), and cAIx (r = 0.24). The correlation between ePWV and cfPWV was (r = 0.67). The sensitivity and specificity of elevated ePWV (≥ 10 m/s) for concomitantly identifying high cfPWV (≥ 10 m/s) were 85.4% and 73.0% respectively. CONCLUSION ePWV is associated with established measures of vascular aging, such as carotid thickness, carotid stiffness and carotid augmentation index. ePWV may be a useful tool to help promote research on vascular aging.
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Affiliation(s)
- Kevin S. Heffernan
- Department of Exercise Science, Syracuse University, Syracuse, New York, United States of America
- * E-mail:
| | - Lee Stoner
- Department of Exercise and Sport Science, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Andrew S. London
- Department of Sociology, Maxwell School of Citizenship & Public Affairs, Syracuse University, Syracuse, New York, United States of America
| | | | - Wesley K. Lefferts
- Department of Kinesiology, Iowa State University, Ames, Iowa, United States of America
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Park JB, Sharman JE, Li Y, Munakata M, Shirai K, Chen CH, Jae SY, Tomiyama H, Kosuge H, Bruno RM, Spronck B, Kario K, Lee HY, Cheng HM, Wang J, Budoff M, Townsend R, Avolio AP. Expert Consensus on the Clinical Use of Pulse Wave Velocity in Asia. Pulse (Basel) 2022; 10:1-18. [PMID: 36660436 PMCID: PMC9843646 DOI: 10.1159/000528208] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Accepted: 11/10/2022] [Indexed: 11/23/2022] Open
Abstract
Arterial stiffness is a progressive aging process that predicts cardiovascular disease. Pulse wave velocity (PWV) has emerged as a noninvasive, valid, and reliable measure of arterial stiffness and an independent risk predictor for adverse outcomes. However, up to now, PWV measurement has mostly been used as a tool for risk prediction and has not been widely used in clinical practice. This consensus paper aims to discuss multiple PWV measurements currently available in Asia and to provide evidence-based assessment together with recommendations on the clinical use of PWV. For the methodology, PWV measurement including the central elastic artery is essential and measurements including both the central elastic and peripheral muscular arteries, such as brachial-ankle PWV and cardio-ankle vascular index, can be a good alternative. As Asian populations are rapidly aging, timely detection and intervention of "early vascular aging" in terms of abnormally high PWV values are recommended. More evidence is needed to determine if a PWV-guided therapeutic approach will be beneficial to the prevention of cardiovascular diseases beyond current strategies. Large-scale randomized controlled intervention studies are needed to guide clinicians.
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Affiliation(s)
- Jeong Bae Park
- JB Lab and Clinic, And Department of Precision Medicine and Biostatistics, Yonsei University, Wonju College of Medicine, Seoul, Republic of Korea
| | - James E. Sharman
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - Yan Li
- Shanghai Institute of Hypertension, Ruijin Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Masanori Munakata
- Research Center for Lifestyle-related Disease, Tohoku Rosai Hospital, Sendai, Japan
| | - Kohji Shirai
- Research Center, Seijinkai, Mihama Hospital, Chiba, Japan
| | - Chen-Huan Chen
- Department of Medicine, National Yang Ming Chiao Tung University College of Medicine, Taipei, Taiwan
| | - Sae Young Jae
- Department of Sport Science, University of Seoul, Seoul, Republic of Korea
| | | | - Hisanori Kosuge
- Department of Cardiology, Tokyo Medical University, Tokyo, Japan
| | - Rosa Maria Bruno
- Université Paris Cité, INSERM, PARCC, Paris, France
- Pharmacology Unit, AP-HP, Hôpital Européen Georges Pompidou, Paris, France
| | - Bart Spronck
- Department of Biomedical Engineering, CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Kazuomi Kario
- Department of Medicine, Jichi Medical University School of Medicine (JMU), Shimotsuke, Japan
| | - Hae Young Lee
- Department of Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Hao-Min Cheng
- Division of Faculty Development, Taipei Veterans General Hospital, Ph.D. Program of Interdisciplinary Medicine (PIM), National Yang Ming Chiao Tung University, College of Medicine, Taipei, Taiwan
| | - Jiguang Wang
- Shanghai Institute of Hypertension, Ruijin Hospital Affiliated to Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Matthew Budoff
- Department of Medicine, Lundquist Institute at Harbor-UCLA, Torrance, California, USA
| | - Raymond Townsend
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Alberto P. Avolio
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, New South Wales, Australia
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12
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Gentilin A, Tarperi C, Cevese A, Mattioli AV, Schena F. Estimation of carotid-femoral pulse wave velocity from finger photoplethysmography signal. Physiol Meas 2022; 43. [PMID: 35854400 DOI: 10.1088/1361-6579/ac7a8e] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 06/20/2022] [Indexed: 12/22/2022]
Abstract
Objective. This project compared a new method to estimate the carotid-femoral pulse wave velocity (cf-PWV) to the gold-standard cf-PWV technique.Approach. The cf-PWV was estimated from the pulse transit time (FPS-PTT) calculated by processing the finger photoplethysmographic signal of Finapres (FPS) and subject's height only (brief mode) as well as along with other variables (age, heart rate, arterial pressure, weight; complete mode). Doppler ultrasound cf-PWVs and FPS-PTTs were measured in 90 participants equally divided into 3 groups (18-30; 31-59; 60-79 years). Predictions were performed using multiple linear regressions (MLR) and with the best regression model identified by using MATLAB Regression Learner App. A validation set approach (60 training datasets, 30 testing datasets; VSA) and leave-one-out cross-validation (LOOCV) were used.Main results. With MLR, the discrepancies were: 0.01 ± 1.21 m s-1(VSA) and 0.001 ± 1.11 m s-1(LOOCV) in brief mode; -0.02 ± 0.83 m s-1(VSA) and 0.001 ± 0.84 m s-1(LOOCV) in complete mode. Using a linear support vector machine model (SVM) in brief mode, the discrepancies were: 0.01 ± 1.19 m s-1(VSA) and -0.01 ± 1.06 m s-1(LOOCV). Using an Exponential Gaussian process regression model (GPR) in complete mode, the discrepancies were: -0.03 ± 0.79 m s-1(VSA) and 0.01 ± 0.75 m s-1(LOOCV).Significance. The cf-PWV can be estimated by processing the FPS-PTT and subjects' height only, but the inclusion of other variables improves the prediction performance. Predictions through MLR qualify as acceptable in both brief and complete modes. Predictions via linear SVM in brief mode improve but still qualify as acceptable. Interestingly, predictions through Exponential GPR in complete mode improve and qualify as excellent.
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Affiliation(s)
- Alessandro Gentilin
- Department of Neuroscience, Biomedicine, and Movement Sciences, University of Verona, Verona, Italy.,Italian Institute for Cardiovascular Research (INRC), Bologna, Italy
| | - Cantor Tarperi
- Department of Neuroscience, Biomedicine, and Movement Sciences, University of Verona, Verona, Italy.,Department of Clinical and Biological Sciences, University of Turin, Turin, Italy
| | - Antonio Cevese
- Department of Neuroscience, Biomedicine, and Movement Sciences, University of Verona, Verona, Italy.,Italian Institute for Cardiovascular Research (INRC), Bologna, Italy
| | - Anna Vittoria Mattioli
- Italian Institute for Cardiovascular Research (INRC), Bologna, Italy.,Surgical, Medical and Dental Department of Morphological Sciences Related to Transplant, Oncology and Regenerative Medicine, University of Modena and Reggio Emilia, 41121 Modena, Italy
| | - Federico Schena
- Department of Neuroscience, Biomedicine, and Movement Sciences, University of Verona, Verona, Italy.,Italian Institute for Cardiovascular Research (INRC), Bologna, Italy
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13
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Laugesen E, Olesen KKW, Peters CD, Buus NH, Maeng M, Botker HE, Poulsen PL. Estimated Pulse Wave Velocity Is Associated With All-Cause Mortality During 8.5 Years Follow-up in Patients Undergoing Elective Coronary Angiography. J Am Heart Assoc 2022; 11:e025173. [PMID: 35535599 PMCID: PMC9238554 DOI: 10.1161/jaha.121.025173] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Background Estimated pulse wave velocity (ePWV) calculated by equations using age and blood pressure has been suggested as a new marker of mortality and cardiovascular risk. However, the prognostic potential of ePWV during long‐term follow‐up in patients with symptoms of stable angina remains unknown. Methods and Results In this study, ePWV was calculated in 25 066 patients without diabetes, previous myocardial infarction (MI), stroke, heart failure, or valvular disease (mean age 63.7±10.5 years, 58% male) with stable angina pectoris undergoing elective coronary angiography during 2003 to 2016. Multivariable Cox models were used to assess the association with incident all‐cause mortality, MI, and stroke. Discrimination was assessed using Harrell´s C‐index. During a median follow‐up period of 8.5 years (interquartile range 5.5–11.3 years), 779 strokes, 1233 MIs, and 4112 deaths were recorded. ePWV was associated with all‐cause mortality (hazard ratio [HR] per 1 m/s, 1.13; 95% CI, 1.05–1.21) and MI (HR per 1 m/s 1.23, 95% CI, 1.09–1.39) after adjusting for age, systolic blood pressure, body mass index, smoking, estimated glomerular filtration rate, Charlson Comorbidity Index score, antihypertensive treatment, statins, aspirin, and number of diseased coronary arteries. Compared with traditional risk factors, the adjusted model with ePWV was associated with a minor but likely not clinically relevant increase in discrimination for mortality, 76.63% with ePWV versus 76.56% without ePWV, P<0.05. Conclusions In patients with stable angina pectoris, ePWV was associated with all‐cause mortality and MI beyond traditional risk factors. However, the added prediction of mortality was not improved to a clinically relevant extent.
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Affiliation(s)
- Esben Laugesen
- Department of Endocrinology and Internal Medicine Aarhus University Hospital Aarhus Denmark.,Regional Hospital Horsens Horsens Denmark
| | - Kevin K W Olesen
- Department of Cardiology Aarhus University Hospital Skejby Aarhus Denmark
| | | | - Niels Henrik Buus
- Department of Nephrology Aarhus University Hospital Skejby Aarhus Denmark
| | - Michael Maeng
- Department of Cardiology Aarhus University Hospital Skejby Aarhus Denmark
| | - Hans Erik Botker
- Department of Cardiology Aarhus University Hospital Skejby Aarhus Denmark
| | - Per L Poulsen
- Department of Endocrinology and Internal Medicine Aarhus University Hospital Aarhus Denmark.,Steno Diabetes Center Aarhus (SDCA) Aarhus University Hospital Aarhus Denmark
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14
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Heffernan K, Stoner L, Meyer ML, Keifer A, Bates L, Lassalle PP, Hanson ED, Horiuchi M, Michos ED, Kucharska-Newton A, Matsushita K, Hughes TM, Tanaka H. Associations between estimated and measured carotid-femoral pulse wave velocity in older Black and White adults: the atherosclerosis risk in communities (ARIC) study. THE JOURNAL OF CARDIOVASCULAR AGING 2022; 2:7. [PMID: 36816983 PMCID: PMC9934460 DOI: 10.20517/jca.2021.22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Introduction Aortic stiffness offers important insight into vascular aging and cardiovascular disease (CVD) risk. The referent measure of aortic stiffness is carotid-femoral pulse wave velocity (cfPWV). cfPWV can be estimated (ePWV) from age and mean arterial pressure. Few studies have directly compared the association of ePWV to measured cfPWV, particularly in non-White adults. Moreover, whether ePWV and cfPWV correlate similarly with CVD risk remains unexplored. Aim (1) To estimate the strength of the agreement between ePWV and cfPWV in both Black and White older adults; and (2) to compare the associations of ePWV and cfPWV with CVD risk factors and determine whether these associations were consistent across races. Methods and Results We evaluated 4478 [75.2 (SD 5.0) years] Black and White older adults in the Atherosclerosis Risk in Communities (ARIC) Study. cfPWV was measured using an automated pulse waveform analyzer. ePWV was derived from an equation based on age and mean arterial pressure. Association and agreement between the two measurements were determined using Pearson's correlation coefficient (r), standard error of estimate (SEE), and Bland-Altman analysis. Associations between traditional risk factors with ePWV and cfPWV were evaluated using linear mixed regression models. We observed weak correlations between ePWV and cfPWV within White adults (r = 0.36) and Black adults (r = 0.31). The mean bias for Bland-Altman analysis was low at -0.17 m/s (95%CI: -0.25 to -0.09). However, the inspection of the Bland-Altman plots indicated systematic bias (P < 0.001), which was consistent across race strata. The SEE, or typical absolute error, was 2.8 m/s suggesting high variability across measures. In models adjusted for sex, prevalent diabetes, the number of prevalent cardiovascular diseases, and medication count, both cfPWV and ePWV were positively associated with heart rate, triglycerides, and fasting glucose, and negatively associated with body mass index (BMI) and smoking status in White adults (P < 0.05). cfPWV and ePWV were not associated with heart rate, triglycerides, and fasting glucose in Black adults, while both measures were negatively associated with BMI in Black adults. Conclusions Findings suggest a weak association between ePWV and cfPWV in older White and Black adults from ARIC. There were similar weak associations between CVD risk factors with ePWV and cfPWV in White adults with subtle differences in associations in Black adults.
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Affiliation(s)
- Kevin Heffernan
- Department of Exercise Science, Syracuse University, Syracuse, NY 13244, USA
| | - Lee Stoner
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Michelle L. Meyer
- Department of Emergency Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Adam Keifer
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Lauren Bates
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Patricia Pagan Lassalle
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Erik D. Hanson
- Department of Exercise and Sport Science, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Masahiro Horiuchi
- Department of Human Environmental Science, Mount Fuji Research Institute, Yamanashi 403-0005, Japan
| | - Erin D. Michos
- Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Anna Kucharska-Newton
- Department of Epidemiology, The Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA
- Department of Epidemiology, College of Public Health, University of Kentucky, Lexington, KY 40536, USA
| | - Kunihiro Matsushita
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
| | - Timothy M. Hughes
- Section of Gerontology and Geriatric Medicine, Department of Internal Medicine, Wake Forest School of Medicine, Winston Salem, NC 27157, USA
| | - Hirofumi Tanaka
- Department of Kinesiology and Health Education, The University of Texas at Austin, Austin, TX 78712, USA
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15
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Usefulness of Estimated Pulse Wave Velocity in Prediction of Cardiovascular Mortality in Patients With Acute Myocardial Infarction. Am J Med Sci 2021; 361:479-484. [PMID: 33637306 DOI: 10.1016/j.amjms.2020.10.023] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2020] [Revised: 07/07/2020] [Accepted: 10/22/2020] [Indexed: 11/23/2022]
Abstract
BACKGROUND Pulse wave velocity (PWV) is an excellent index of arterial stiffness and can be used to predict long-term cardiovascular (CV) outcome. In recent years, estimated PWV (ePWV), calculated by equations using age and mean blood pressure, was also reported to be a significant predictor of CV outcomes. However, there was no literature discussing about usefulness of ePWV in patients of acute myocardial infarction (AMI) for prediction of long-term CV and overall mortality. Therefore, we conducted this study for further evaluation. METHODS A total of 187 patients with AMI admitted to cardiac care unit were enrolled. ePWV were calculated by the equations for each patient. RESULTS The median follow-up to mortality was 73 months (25th-75th percentile: 8-174 months). There were 35 and 125 patients documented as CV and overall mortality, respectively. Under univariable analysis, ePWV could independently predict long-term CV and overall mortality. However, after multivariable analysis, ePWV could only predict long-term CV mortality in AMI patients. CONCLUSIONS To the best of our knowledge, our study was the first to evaluate the usefulness of ePWV in AMI patients for prediction of long-term CV and overall mortality. Our study showed ePWV was not only easy to calculate by formula, but also an independent predictor for long-term CV mortality in univariable and multivariable analyses. Therefore, ePWV was a simple and useful tool to measure arterial stiffness and to predict CV mortality outcome in AMI patients without the necessity for equipment to measure PWV.
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16
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Hsu PC, Lee WH, Tsai WC, Chen YC, Chu CY, Yen HW, Lin TH, Voon WC, Lai WT, Sheu SH, Su HM, Chiu CA. Comparison between estimated and brachial-ankle pulse wave velocity for cardiovascular and overall mortality prediction. J Clin Hypertens (Greenwich) 2020; 23:106-113. [PMID: 33314741 PMCID: PMC8030022 DOI: 10.1111/jch.14124] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Revised: 11/24/2020] [Accepted: 11/25/2020] [Indexed: 11/28/2022]
Abstract
Pulse wave velocity (PWV) was a good marker of arterial stiffness and could predict cardiovascular (CV) outcomes. Recently, estimated PWV (ePWV) calculated by equations using age and mean blood pressure was reported to be an independent predictor of major CV events. However, there was no study comparing ePWV with brachial‐ankle PWV (baPWV) for CV and overall mortality prediction. We included 881 patients arranged for echocardiographic examination. BaPWV and blood pressures were measured by ankle‐brachial index‐form device. The median follow‐up period to mortality was 94 months. Mortality events were documented during the follow‐up period, including CV mortality (n = 66) and overall mortality (n = 184). Both of ePWV and baPWV were associated with increased CV and overall mortality after the multivariable analysis. ePWV had better predictive value than Framingham risk score (FRS) for CV and overall mortality prediction, but baPWV did not. In direct comparison of multivariable analysis using FRS as basic model, ePWV had a superior additive predictive value for CV mortality than baPWV (p = .030), but similar predictive valve for overall mortality as baPWV (p = .540). In conclusion, both ePWV and baPWV were independent predictors for long‐term CV and overall mortality in univariable and multivariable analysis. Besides, ePWV had a better additive predictive value for CV mortality than baPWV and similar predictive value for overall mortality as baPWV. Therefore, ePWV obtained without equipment deserved to be calculated for overall mortality prediction and better CV survival prediction.
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Affiliation(s)
- Po-Chao Hsu
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Wen-Hsien Lee
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.,Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital, Kaohsiung, Taiwan
| | - Wei-Chung Tsai
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Ying-Chih Chen
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital, Kaohsiung, Taiwan
| | - Chun-Yuan Chu
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Hsueh-Wei Yen
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Tsung-Hsien Lin
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Wen-Chol Voon
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Wen-Ter Lai
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Sheng-Hsiung Sheu
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Ho-Ming Su
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan.,Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.,Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital, Kaohsiung, Taiwan
| | - Cheng-An Chiu
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
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17
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Estimated pulse wave velocity is associated with residual-specific mortality: findings from the National Health and Nutrition Examination Survey. J Hypertens 2020; 39:698-702. [PMID: 33186319 DOI: 10.1097/hjh.0000000000002691] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
INTRODUCTION Estimated pulse wave velocity (ePWV) is emerging as a predictor of cardiovascular and all-cause mortality. Approximately one-third of all deaths are not related to the top nine causes of mortality as defined by the CDC. We examined the association of ePWV with residual-specific mortality in a large sample of US adults. METHODS Data from the 1999-2006 National Health and Nutrition Examination Survey (NHANES) were used (n = 13 909 adults between the ages of 18-85 years), with follow-up through 2011 (mean follow-up, 104 months). ePWV was calculated from a regression equation using age and mean blood pressure. RESULTS After adjusting for age, pulse pressure, race/ethnicity, blood lipids, glucose, C-reactive protein, eGFR, smoking, self-reported physical activity, history of hypertension and diabetes, for every 1 m/s increase in ePWV, there was a 17% increased risk of residual-specific mortality (hazard ratio = 1.17, 95% CI = 1.02-1.36; P = 0.03). If using a previously recommended clinical cut-point of 10 m/s, those with an elevated ePWV had an increased risk of 57% (hazard ratio = 1.57; 95% CI = 0.98-2.50; P = 0.06). CONCLUSION ePWV is associated with residual-specific mortality in a nationally representative sample of adults.
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18
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Reshetnik A, Tölle M, Eckardt KU, van der Giet M. Would Oscillometry be Able to Solve the Dilemma of Blood Pressure Independent Pulse Wave Velocity - A Novel Approach Based on Long-Term Pulse Wave Analysis? Front Physiol 2020; 11:579852. [PMID: 33132917 PMCID: PMC7579143 DOI: 10.3389/fphys.2020.579852] [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: 07/06/2020] [Accepted: 09/17/2020] [Indexed: 11/18/2022] Open
Abstract
The utility of pulse wave velocity (PWV) as a surrogate parameter of arterial vessel damage (AVD) beyond the traditional brachial blood pressure (BP) measurement may be questioned as changes in BP are often accompanied by the corresponding changes in PWV. We sought to establish a new way for BP-independent estimation of AVD with PWV. We retrospectively analyzed data from 507 subjects with at least one available 24 h ambulatory BP- and pulse wave analysis, performed with Mobil-O-Graph (I.E.M., Stolberg, Germany). Individual relationship between eaPWV and central systolic BP (cSBP) was analyzed for every 24 h recording. The analysis revealed linear relation between eaPWV and cSBP in all subjects, which is described by equation eaPWV = a∗cSBP + b. We termed “a” as PWVslope and “b” as PWVbaseline. All available demographic parameters and clinical data were correlated with eaPWV, PWVslope and PWVbaseline. 108 subjects had repeated 24 h recordings. Mean age was 60.7 years and 48.7% were female. 92.5% had hypertension, 22.9% were smoker, 20.5% had diabetes mellitus and 29.6% eGFR < 60 ml/min/1,73 m2. Direct correlation was observed between age, SBP and eaPWV, while diastolic BP (DBP) and eGFR correlated inversely with eaPWV. PWVbaseline correlated directly with age and inversely with DBP, while PWVslope didn’t correlate with any inputted parameter. Using simple mathematical approach by plotting eaPWV and cSBP values obtained during ABPM, it is possible to visualize unique course of individual PWV related to BP. Using PWVslope and PWVbaseline as novel parameters could be a feasible way to approach BP-independent PWV, though their clinical relevance should be tested in future studies. Our data underline the importance of BP-independent expression of PWV, when we use it as a clinical surrogate parameter for the vascular damage.
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Affiliation(s)
- Alexander Reshetnik
- Department of Nephrology and Intensive Care Medicine, Campus Benjamin Franklin, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Markus Tölle
- Department of Nephrology and Intensive Care Medicine, Campus Benjamin Franklin, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Kai-Uwe Eckardt
- Department of Nephrology and Intensive Care Medicine, Campus Benjamin Franklin, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Markus van der Giet
- Department of Nephrology and Intensive Care Medicine, Campus Benjamin Franklin, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
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19
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Jespersen T, Møllehave LT, Thuesen BH, Skaaby T, Rossing P, Toft U, Jørgensen NR, Corfixen BL, Jakobsen J, Frimodt-Møller M, Linneberg A. Uncarboxylated matrix Gla-protein: A biomarker of vitamin K status and cardiovascular risk. Clin Biochem 2020; 83:49-56. [PMID: 32422228 DOI: 10.1016/j.clinbiochem.2020.05.005] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Revised: 05/09/2020] [Accepted: 05/09/2020] [Indexed: 02/07/2023]
Abstract
BACKGROUND Dephosphorylated uncarboxylated matrix Gla-protein (dp-ucMGP) is a biomarker of functional vitamin K status. High plasma dp-ucMGP concentrations reflect a low vitamin K status and have been related to vascular calcification. Our aims were to assess plasma levels of dp-ucMGP and their association with cardiovascular risk in a general population. METHODS Plasma dp-ucMGP measurements were performed using the IDS-iSYS InaKtif MGP assay in 491 consecutive participants in a Danish general population study (229 males and 262 females, aged 19-71 years). Multivariable linear and logistic regressions were used to assess the association between dp-ucMGP levels and cardiovascular risk factors. RESULTS Mean ± standard deviation (SD) for dp-ucMGP was 465 ± 181 pmol/L, and upper 95th percentile was 690 pmol/L. In logistic regression analyses, an increase in dp-ucMGP category (<300, 300-399, 400-499, ≥500 pmol/L) was positively associated with obesity, odds ratio (OR) 2.27 (95% confidence interval (CI) 1.54-3.33), history of cardiovascular disease, OR 1.77 (CI 1.02-3.05), and above-median estimated pulse wave velocity (ePWV), OR 1.54 (CI 1.21-1.96), when adjusted for age, sex, and lifestyle factors. 1 SD increase in diastolic and systolic blood pressure (BP) corresponded to a 5.5% (CI 2.9-8.0%) and 4.7% (CI 2.1-7.4%) increase in dp-ucMGP, respectively, when adjusted for age and sex. CONCLUSION Plasma dp-ucMGP levels were positively associated with obesity, BP, ePWV, and history of cardiovascular disease. These findings support that dp-ucMGP is a biomarker of cardiovascular risk, and that vitamin K status could play a role in vascular calcification. The strong association with obesity deserves further attention.
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Affiliation(s)
- T Jespersen
- Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Copenhagen, Capital Region, Denmark.
| | - L T Møllehave
- Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Copenhagen, Capital Region, Denmark
| | - B H Thuesen
- Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Copenhagen, Capital Region, Denmark
| | - T Skaaby
- Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Copenhagen, Capital Region, Denmark
| | - P Rossing
- Steno Diabetes Center Copenhagen, Gentofte, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - U Toft
- Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Copenhagen, Capital Region, Denmark
| | - N R Jørgensen
- Department of Clinical Biochemistry, Copenhagen University Hospital Rigshospitalet, Glostrup, Denmark; OPEN, Odense Patient Data Explorative Network, Odense University Hospital/Institute of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - B L Corfixen
- Department of Clinical Biochemistry, Copenhagen University Hospital Rigshospitalet, Glostrup, Denmark
| | - J Jakobsen
- National Food Institute, Technical University of Denmark, Kgs. Lyngby 2800, Denmark
| | | | - A Linneberg
- Center for Clinical Research and Prevention, Bispebjerg and Frederiksberg Hospital, Copenhagen, Capital Region, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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Tavallali P, Razavi M, Pahlevan NM. Artificial Intelligence Estimation of Carotid-Femoral Pulse Wave Velocity using Carotid Waveform. Sci Rep 2018; 8:1014. [PMID: 29343797 PMCID: PMC5772510 DOI: 10.1038/s41598-018-19457-0] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Accepted: 01/02/2018] [Indexed: 12/13/2022] Open
Abstract
In this article, we offer an artificial intelligence method to estimate the carotid-femoral Pulse Wave Velocity (PWV) non-invasively from one uncalibrated carotid waveform measured by tonometry and few routine clinical variables. Since the signal processing inputs to this machine learning algorithm are sensor agnostic, the presented method can accompany any medical instrument that provides a calibrated or uncalibrated carotid pressure waveform. Our results show that, for an unseen hold back test set population in the age range of 20 to 69, our model can estimate PWV with a Root-Mean-Square Error (RMSE) of 1.12 m/sec compared to the reference method. The results convey the fact that this model is a reliable surrogate of PWV. Our study also showed that estimated PWV was significantly associated with an increased risk of CVDs.
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Affiliation(s)
| | | | - Niema M Pahlevan
- Department of Aerospace and Mechanical Engineering, University of Southern California, Los Angeles, CA, USA
- Division of Cardiovascular Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- Huntington Medical Research Institutes, Advanced Imaging Center, Pasadena, CA, USA
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