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Beros AL, Sluyter JD, Hughes AD, Hametner B, Wassertheurer S, Scragg R. Positive association of oscillometrically estimated baseline arterial stiffness with incident diabetes and prediabetes: A large population-based cohort study. Prim Care Diabetes 2025; 19:66-73. [PMID: 39710551 DOI: 10.1016/j.pcd.2024.12.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 12/05/2024] [Accepted: 12/12/2024] [Indexed: 12/24/2024]
Abstract
AIMS This large population-based study aimed to investigate whether arterial stiffness, assessed oscillometrically, was associated with incident diabetes/prediabetes. METHODS The study sample comprised 4240 participants from the Vitamin D Assessment (ViDA) Study (mean±SD age = 66 ± 8). Arterial stiffness was assessed from 5 April 2011-6 November 2012 by way of aortic PWV (aPWV) and estimated carotid-femoral PWV (ecfPWV). Incident diabetes/prediabetes was determined by linkage to dispensed prescription and national hospital discharge registers. Cox proportional hazards regression was used to assess the risk of diabetes/prediabetes in relation to chosen arterial stiffness measures both overall and over quartiles. RESULTS During a mean±SD follow-up of 10.5 ± 0.4 years, 470 participants developed diabetes/prediabetes. Following adjustment for potential confounders, aPWV (hazard ratio (HR) per SD increase, 1.40, 95 % CI, 1.19-1.64) was associated with the incidence of diabetes. The risk of incident diabetes was, compared to the first quartile, higher in the fourth quartile of aPWV (HR, 1.98, 95 %CI, 1.26-3.11)(Ptrend=0.01). CONCLUSIONS Arterial stiffness, as measured by aPWV may be a useful predictor of incident diabetes that can be utilized in clinical practice.
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Affiliation(s)
- Angela L Beros
- School of Population Health, University of Auckland, Auckland, New Zealand.
| | - John D Sluyter
- School of Population Health, University of Auckland, Auckland, New Zealand.
| | - Alun D Hughes
- Institute of Cardiovascular Sciences, University College London, London, United Kingdom.
| | - Bernhard Hametner
- Center for Health & Bioresources, AIT Austrian Institute of Technology, Vienna, Austria.
| | | | - Robert Scragg
- School of Population Health, University of Auckland, Auckland, New Zealand.
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Cheong SS, Samah N, Che Roos NA, Ugusman A, Mohamad MSF, Beh BC, Zainal IA, Aminuddin A. Prognostic value of pulse wave velocity for cardiovascular disease risk stratification in diabetic patients: A systematic review and meta-analysis. J Diabetes Complications 2024; 38:108894. [PMID: 39531755 DOI: 10.1016/j.jdiacomp.2024.108894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Revised: 10/01/2024] [Accepted: 10/18/2024] [Indexed: 11/16/2024]
Abstract
AIM Arterial stiffness, a significant cardiovascular risk marker, is particularly important in patients with diabetes mellitus (DM). Pulse wave velocity (PWV), a non-invasive measure of arterial stiffness, has emerged as an independent predictor of cardiovascular morbidity and mortality. However, its precise prognostic value in DM patients for cardiovascular risk stratification remains unclear. To address this, a systematic review was conducted. METHOD A thorough search of Ovid and Scopus databases was performed for cohort studies on PWV measurements for cardiovascular risk stratification in DM patients. Nine studies were included, examining the relationship between PWV and cardiovascular events or composite endpoints in DM patients asymptomatic of cardiovascular diseases (CVD). RESULTS The review revealed that optimal PWV cutoffs to predict composite cardiovascular events ranged from 10 to 12.16 m/s (aortic PWV) and 14 to 16.72 m/s (brachial-ankle PWV). In addition, meta-analysis yielded a HR of 1.15 (95 % CI 1.07-1.24, p < 0.001, I2 = 70 %) for aortic PWV in predicting cardiovascular events. CONCLUSION The assessment of arterial stiffness via PWV shows promise as an early diagnostic marker for CVD in DM patients, aiding in improved disease management. This underscores the potential of PWV in enhancing cardiovascular risk assessment and guiding clinical decisions in this high-risk population, without invasive procedures or radiation exposure.
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Affiliation(s)
- Siao Suan Cheong
- Department of Physiology, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Bandar Tun Razak, 56000 Cheras, Kuala Lumpur, Malaysia
| | - Nazirah Samah
- Department of Physiology, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Bandar Tun Razak, 56000 Cheras, Kuala Lumpur, Malaysia
| | - Nur Aishah Che Roos
- Faculty of Medicine and Defence Health, National Defence University of Malaysia, 57000 Kem Sungai Besi, Malaysia
| | - Azizah Ugusman
- Department of Physiology, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Bandar Tun Razak, 56000 Cheras, Kuala Lumpur, Malaysia
| | - Mohd Shawal Faizal Mohamad
- Hospital Canselor Tuanku Muhriz, Jalan Yaacob Latif, Bandar Tun Razak, 56000 Cheras, Kuala Lumpur, Malaysia
| | - Boon Cong Beh
- Hospital Canselor Tuanku Muhriz, Jalan Yaacob Latif, Bandar Tun Razak, 56000 Cheras, Kuala Lumpur, Malaysia
| | - Isa Azzaki Zainal
- Hospital Canselor Tuanku Muhriz, Jalan Yaacob Latif, Bandar Tun Razak, 56000 Cheras, Kuala Lumpur, Malaysia
| | - Amilia Aminuddin
- Department of Physiology, Faculty of Medicine, Universiti Kebangsaan Malaysia, Jalan Yaacob Latif, Bandar Tun Razak, 56000 Cheras, Kuala Lumpur, Malaysia.
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Cui C, Zhang T, Qi Y, Chu J, Xu H, Sun C, Zhang Z, Wang X, Yue S, Kang X, Fang L. Diabetes, glycemic control and arterial stiffness: a real-world cohort study in the context of predictive, preventive, and personalized medicine. EPMA J 2023; 14:663-672. [PMID: 38094580 PMCID: PMC10713938 DOI: 10.1007/s13167-023-00347-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 11/11/2023] [Indexed: 12/05/2024]
Abstract
Background Arterial stiffness is a major contributor to morbidity and mortality worldwide. Although several metabolic markers associated with arterial stiffness have been developed, there is limited data regarding whether glycemic control modifies the association between diabetes and arterial stiffness. For these reasons, identification of traits around diabetes will directly contribute to arterial stiffness and atherosclerosis management in the context of predictive, preventive, and personalized medicine (PPPM). Thus, this study aimed to explore the relationship of diabetes and glycemic control status with arterial stiffness in a real-world setting. Methods Data of participants from Beijing Xiaotangshan Examination Center (BXEC) with at least two surveys between 2008 and 2019 were used. Cumulative hazards were presented by inverse probability of treatment weighted (IPTW) Kaplan-Meier curves. Cox models were used to estimate the hazard ratio (HR) and 95% confidence interval (CI). Arterial stiffness was defined as brachial-ankle pulse wave velocity (baPWV) ≥1400 cm/s. Results Of 5837 participants, the mean baseline age was 46.5±9.3 years, including 3791 (64.9%) males. During a median follow-up of 4.0 years, 1928 (33.0%) cases of incident arterial stiffness were observed. People with diabetes at baseline had a 48.4% (HR: 1.484, 95% CI: 1.250-1.761) excessive risk of arterial stiffness. Adherence to good glycemic control attenuated the relationship between diabetes and arterial stiffness (HR: 1.264, 95% CI: 0.950-1.681); while uncontrolled diabetes was associated with the highest risk of arterial stiffness (HR: 1.629, 95% CI: 1.323-2.005). Results were consistent using IPTW algorithm and multiple imputed data. Conclusion Our study quantified that diabetes status is closely associated with an increased risk of arterial stiffness and supported that adherence to good glycemic control could attenuate the adverse effect of diabetes on arterial stiffness. Therefore, glucose monitoring and control is a cost-effective strategy for the predictive diagnostics, targeted prevention, patient stratification, and personalization of medical services in early vascular damages and arterial stiffness. Supplementary Information The online version contains supplementary material available at 10.1007/s13167-023-00347-z.
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Affiliation(s)
- Cancan Cui
- China-Japan Union Hospital of Jilin University, Jilin University, Changchun, China
| | - Te Zhang
- China-Japan Union Hospital of Jilin University, Jilin University, Changchun, China
| | - Yitian Qi
- China-Japan Union Hospital of Jilin University, Jilin University, Changchun, China
| | - Jiaqi Chu
- School of Medical Imaging, Dalian Medical University, Dalian, China
| | - Haikun Xu
- China-Japan Union Hospital of Jilin University, Jilin University, Changchun, China
| | - Chen Sun
- China-Japan Union Hospital of Jilin University, Jilin University, Changchun, China
| | - Zhenming Zhang
- China-Japan Union Hospital of Jilin University, Jilin University, Changchun, China
| | - Xingang Wang
- China-Japan Union Hospital of Jilin University, Jilin University, Changchun, China
| | - Siqi Yue
- China-Japan Union Hospital of Jilin University, Jilin University, Changchun, China
| | | | - Ling Fang
- China-Japan Union Hospital of Jilin University, Jilin University, Changchun, China
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Yu YL, Ma JR, Li SN, Liao MQ, Xu S, Chen HE, Dai SH, Peng XL, Zhao D, Lou YM, Yu XX, Gao XP, Liu YH, Liu J, Ke XY, Ping Z, Wang L, Wang CY, Zeng FF. Association between Periodontitis and Aortic Calcification: A Cohort Study. Angiology 2023; 74:129-138. [PMID: 35503367 DOI: 10.1177/00033197221094713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
The present study investigated the association between the presence of periodontitis and aortic calcification (AC) risk among Chinese adults. A total of 6059 individuals who underwent regular health check-ups and received a diagnosis of periodontitis between 2009 and 2016 were included. The outcome was AC, assessed by a chest low-dose spiral CT scan. Cox proportional hazards regression analysis was used to assess the association between periodontitis and AC risk after adjusting for several confounders. After a median follow-up period of 2.3 years (interquartile range: 1.03-4.97 years), 843 cases of AC were identified, with 532 (12.13%) and 311 (18.59%) patients in the non-periodontitis group and periodontitis group, respectively. Multivariate analyses demonstrated that, compared with those without periodontitis, the hazard ratio and 95% confidence interval for AC risk in participants with periodontitis was 1.18 (1.02-1.36) (P = .025) in the fully adjusted model. Stratified analyses showed that the positive relationship between periodontitis and AC was more evident in males and participants <65 years of age (pinteraction = .005 and .004, respectively). Our results show that the presence of periodontitis was positively associated with AC among Chinese adults, especially among males and younger participants.
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Affiliation(s)
- Ying-Lin Yu
- Department of Epidemiology, School of Medicine, 47885Jinan University, Guangdong, China
| | - Jun-Rong Ma
- Department of Epidemiology, School of Medicine, 47885Jinan University, Guangdong, China
| | - Shu-Na Li
- Department of Epidemiology, School of Medicine, 47885Jinan University, Guangdong, China
| | - Min-Qi Liao
- Department of Epidemiology, School of Medicine, 47885Jinan University, Guangdong, China
| | - Shan Xu
- Department of Non-communicable Disease Prevention and Control, 557960Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen, China
| | - Hong-En Chen
- Department of Non-communicable Disease Prevention and Control, 557960Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen, China
| | - Shu-Hong Dai
- Department of Non-communicable Disease Prevention and Control, 557960Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen, China
| | - Xiao-Lin Peng
- Department of Non-communicable Disease Prevention and Control, 557960Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen, China
| | - Dan Zhao
- Department of Non-communicable Disease Prevention and Control, 557960Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen, China
| | - Yan-Mei Lou
- Department of Health Management, Beijing Xiao Tang Shan Hospital, Beijing, China
| | - Xiao-Xuan Yu
- Department of Epidemiology, School of Medicine, 47885Jinan University, Guangdong, China
| | - Xu-Ping Gao
- Department of Child and Adolescent Psychiatry, 74577Peking University Sixth Hospital (Institute of Mental Health), Beijing, China
| | - Yan-Hua Liu
- Department of Nutrition, 191599The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jun Liu
- Experimental Teaching Demonstration Center for Preventive Medicine of Guizhou Province, 66367Zunyi Medical University, Zunyi, China
| | - Xing-Yao Ke
- Department of Epidemiology, School of Medicine, 47885Jinan University, Guangdong, China
| | - Zhao Ping
- Department of Health Management, Beijing Xiao Tang Shan Hospital, Beijing, China
| | - Li Wang
- Department of Non-communicable Disease Prevention and Control, 557960Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen, China
| | - Chang-Yi Wang
- Department of Non-communicable Disease Prevention and Control, 557960Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen, China
| | - Fang-Fang Zeng
- Department of Epidemiology, School of Medicine, 47885Jinan University, Guangdong, China
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Yang L, Li X, Wang L, Xu S, Lou Y, Hu F. Metabolically obese phenotype and its dynamic change are associated with increased carotid intima-media thickness: Results from a cohort study. Nutr Metab Cardiovasc Dis 2022; 32:2238-2245. [PMID: 35850751 DOI: 10.1016/j.numecd.2022.06.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Revised: 04/27/2022] [Accepted: 06/13/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND AND AIMS To examine associations between metabolically obese phenotypes or their changes and increased carotid intima-media thickness (CIMT). METHODS AND RESULTS This prospective cohort included 13,681 Chinese adults aged 20-80 years who completed follow-up health examination with carotid ultrasound and were divided according to metabolic and weight status: metabolically healthy and normal weight (MHNW); metabolically obese but normal weight (MONW); metabolically healthy but obese (MHO); metabolically abnormal and obese (MAO). Cox and logistic regression were used to evaluate the associations of the phenotypes or their changes with increased CIMT. During a mean follow-up of 33 months, 1927 participants developed increased CIMT. After adjusting for age, sex and potential biochemical confounders, MAO was significantly associated with increased CIMT (HR 1.22, 95% CI [1.07, 1.4]); the association remained significant in those 40 years or older. Compared with stable MHNW, increased CIMT risk was higher for stable MAO (OR 1.35 [1.16, 1.57]), transitional MAO from MONW (OR 1.44 [1.04, 1.97]), and transitional MHO from MHNW (OR 1.59 [1.10, 2.26]) in demographic adjusted models; only stable MAO remained significant in the multivariate adjusted model (OR 1.23 [1.05, 1.45]). CONCLUSION MAO significantly elevated the risk of increased CIMT. Stable MAO and obese transitions also promoted CIMT progression.
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Affiliation(s)
- Liping Yang
- Center for Chronic Disease Control, Nanshan, Shenzhen, PR China; Department of Nutrition, School of Public Health, Sun Yat-sen University, GuangZhou, PR China
| | - Xue Li
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, GuangZhou, PR China
| | - Li Wang
- Center for Chronic Disease Control, Nanshan, Shenzhen, PR China
| | - Shan Xu
- Center for Chronic Disease Control, Nanshan, Shenzhen, PR China
| | - Yanmei Lou
- Department of Health Management, Beijing Xiaotangshan Hospital, Beijing, PR China.
| | - Fulan Hu
- School of Public Health, Shenzhen University Health Science Center, Shenzhen, PR China.
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Ta N, Wei HC, Li MM. Assessment of arteriosclerosis based on multiscale cross approximate entropy of human finger pulse wave. Technol Health Care 2022; 30:1359-1369. [DOI: 10.3233/thc-220040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND: Arteriosclerosis is one of the diseases that endanger human health. There is a large amount of information in pulse wave signals to reflect the degree of arteriosclerosis. OBJECTIVE: The degree of arteriosclerosis is assessed by analyzing pulse wave signal and calculating multi-scale entropy values. METHODS: A method based on the multiscale cross-approximate entropy of the pulse wave of the human finger is proposed to assess the degree of arteriosclerosis. A total of 86 subjects were divided into three groups. The data of 1000 pulse cycles were selected in the experiment, and the multiscale cross-approximate entropy was calculated for the climb time and pulse wave peak interval. Independent sample t-test analysis gives the small-scale cross-approximate entropy of the two time series of climb time and pulse wave peak interval as p< 0.001 in Groups 1 and 2. The large-scale cross-approximate entropy of the two time series of climb time and pulse wave peak interval is p< 0.017 in Groups 2 and 3. RESULTS: Using the proposed algorithm, the results showed that the small-scale cross-approximate entropy of climb time and pulse wave peak interval could reflect the degree of arteriosclerosis in the human body from the perspective of autonomic nerve function. The large-scale cross-approximate entropy of climb time and pulse wave peak interval confirmed the effect of diabetes on the degree of arteriosclerosis. CONCLUSIONS: The results demonstrate the multiscale cross-approximate entropy is a comprehensive index to evaluate the degree of human arteriosclerosis.
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Affiliation(s)
- Na Ta
- School of Electrical and Information Engineering, North Minzu University, Yinchuan, Ningxia, China
| | - Hai-Cheng Wei
- Basic Experimental Teaching and Engineering Training Center, North Minzu University, Yinchuan, Ningxia, China
| | - Miao-Miao Li
- School of Electrical and Information Engineering, North Minzu University, Yinchuan, Ningxia, China
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Vasan RS, Pan S, Xanthakis V, Beiser A, Larson MG, Seshadri S, Mitchell GF. Arterial Stiffness and Long-Term Risk of Health Outcomes: The Framingham Heart Study. Hypertension 2022; 79:1045-1056. [PMID: 35168368 PMCID: PMC9009137 DOI: 10.1161/hypertensionaha.121.18776] [Citation(s) in RCA: 59] [Impact Index Per Article: 19.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 02/07/2022] [Indexed: 11/16/2022]
Abstract
BACKGROUND Arterial stiffness increases with age and is associated with an increased risk of adverse outcomes on short-term follow-up (typically <10 years). Data regarding associations of arterial stiffness with health outcomes on longer-term follow-up are lacking. METHODS We evaluated 7283 Framingham Study participants (mean age 50 years, 53% women) who underwent assessment of carotid-femoral pulse wave velocity (a marker of arterial stiffness) via applanation tonometry at one or more routine examinations. We used time-dependent Cox proportional hazards regression models to relate carotid-femoral pulse wave velocity to the incidence of health outcomes (updating carotid-femoral pulse wave velocity and all covariates at serial examinations). RESULTS On long-term follow-up (median 15 years; minimum-maximum, 0-20), participants developed cardiometabolic disease (hypertension [1255 events]; diabetes [381 events]), chronic kidney disease (529 events), dementia (235 events), cardiovascular disease (684 events) and its components (coronary heart disease [314 events], heart failure [191 events], transient ischemic attacks or stroke [250 events]), and death (1086 events). In multivariable-adjusted models, each SD increment in carotid-femoral pulse wave velocity was associated with increased risk of hypertension (hazard ratio [HR], 1.32 [95% CI, 1.21-1.44]), diabetes (HR, 1.32 [95% CI, 1.11-1.58]), chronic kidney disease (1.19 [95% CI, 1.05-1.34]), dementia (HR 1.27 [95% CI, 1.06-1.53]), cardiovascular disease (HR, 1.20 [95% CI, 1.06-1.36]) and its components (coronary heart disease, HR 1.37 [95% CI, 1.13-1.65]; transient ischemic attack/stroke, HR, 1.24 [95% CI, 1.00-1.53]), and death (HR, 1.29 [95% CI, 1.17-1.43]). The association with heart failure was borderline nonsignificant (HR, 1.21 [95% CI, 0.98-1.51], P=0.08). CONCLUSIONS Our prospective observations of a large community-based sample establish the long-term prognostic importance of arterial stiffness for multiple health outcomes.
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Affiliation(s)
- Ramachandran S. Vasan
- Section of Preventive Medicine and Epidemiology, Boston University School of Medicine, Boston, MA
- Framingham Heart Study, Framingham, MA
- Department of Epidemiology, Boston University School of Public Health, Boston, MA
| | - Stephanie Pan
- Department of Biostatistics, Boston University School of Public Health, Boston, MA
| | - Vanessa Xanthakis
- Section of Preventive Medicine and Epidemiology, Boston University School of Medicine, Boston, MA
- Framingham Heart Study, Framingham, MA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA
| | - Alexa Beiser
- Framingham Heart Study, Framingham, MA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA
- Department of Neurology, Boston University School of Medicine, Boston, MA
| | - Martin G. Larson
- Framingham Heart Study, Framingham, MA
- Department of Biostatistics, Boston University School of Public Health, Boston, MA
| | - Sudha Seshadri
- Framingham Heart Study, Framingham, MA
- Department of Neurology, Boston University School of Medicine, Boston, MA
- Biggs Institute for Alzheimer’s Disease, University of Texas Health Sciences Center at San Antonio, Texas
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Wang M, Huang J, Wu T, Qi L. Arterial Stiffness, Genetic Risk, and Type 2 Diabetes: A Prospective Cohort Study. Diabetes Care 2022; 45:957-964. [PMID: 35076696 DOI: 10.2337/dc21-1921] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 01/03/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVE We aimed to investigate prospective associations of pulse wave arterial stiffness index (ASI) and pulse pressure (PP) with type 2 diabetes (T2D) and assess the modifying effect of genetics. RESEARCH DESIGN AND METHODS We included 152,611 participants free of diabetes and cardiovascular disease in the UK Biobank. All participants had ASI and blood pressure measurements collected at baseline visit. In total, 37 single nucleotide polymorphisms were used to calculate the genetic risk score (GRS) of T2D. RESULTS During a median follow-up of 9.5 years, 3,000 participants developed T2D. Per-SD increase in ASI was associated with a 3% higher T2D risk (95% CI 2-4%). The hazard ratio (HR) (95% CI) of T2D was 1.58 (1.39-1.80) in the highest quintile group compared with the lowest quintile group of ASI. However, the association between PP and T2D was nonlinear. Compared with the lowest quintile group, the risk of T2D in higher quintile groups of PP was 0.91 (0.79-1.04), 0.98 (0.86-1.11), 1.15 (1.01-1.30), and 1.24 (1.10-1.41), respectively. Furthermore, we observed an interaction between ASI and genetic susceptibility to T2D, because the elevated HR of T2D associated with high ASI was more evident among participants with higher GRS of T2D (P interaction = 0.008), whereas the interaction between PP and GRS was nonsignificant (P interaction = 0.55). CONCLUSIONS ASI was associated with an elevated risk of T2D in a dose-response fashion, whereas PP and T2D showed a nonlinear J-shaped association. Additionally, the association between ASI and T2D was partially strengthened by higher genetic susceptibility to T2D.
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Affiliation(s)
- Mengying Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China
| | - Jie Huang
- Department of Global Health, School of Public Health, Peking University Health Science Center, Beijing, China
| | - Tao Wu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Center, Beijing, China
| | - Lu Qi
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA.,Department of Nutrition, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA
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Theofilis P, Oikonomou E, Lazaros G, Vogiatzi G, Anastasiou M, Mystakidi VC, Goliopoulou A, Christoforatou E, Bourouki E, Vavouranaki G, Marinos G, Tousoulis D. The association of diabetes mellitus with carotid atherosclerosis and arterial stiffness in the Corinthia study. Nutr Metab Cardiovasc Dis 2022; 32:567-576. [PMID: 35110000 DOI: 10.1016/j.numecd.2021.12.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 10/24/2021] [Accepted: 12/12/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND AND AIMS Evaluation of arterial stiffness and carotid atherosclerotic burden can provide important prognostic information regarding the risk of future cardiovascular events. The aim of this study was to assess these vascular properties in patients with diabetes mellitus (DM). METHODS AND RESULTS In the context of the observational "Corinthia" study, we analyzed 1757 participants with determined DM status. Carotid ultrasonography was performed to evaluate intima-media thickness (cIMT) and carotid plaque burden. Arterial stiffness was estimated via assessment of carotid-to-femoral pulse wave velocity (cfPWV). Individuals with DM had increased mean cIMT, maximum cIMT, carotid plaque burden, and cfPWV compared to those without DM. After multivariable regression analysis, the presence of DM was still associated with significantly increased mean cIMT (by 0.074 mm, p = .004), maximum cIMT (by 0.134 mm, p = .007), cfPWV (by 0.929 m/s, p < .001), and a higher prevalence of carotid plaques (odds ratio 1.52, 95% confidence intervals 1.11, 2.10, p = .01). In a propensity score-matched cohort, mean cIMT, maximum cIMT, and carotid plaque burden were significantly higher in individuals with DM. Analysis according to territory of cIMT measurement displayed substantial differences in left (DM: 1.32 ± 0.78 mm vs. no DM: 1.20 ± 0.66 mm, p = .04) and right carotid bulbs (DM: 1.33 ± 0.82 mm vs. no DM: 1.18 ± 0.69 mm, p = .02) with respect to DM status while non-significant variations were observed in left (DM: 0.98 ± 0.49 mm vs. no DM: 0.91 ± 0.35 mm, p = .06) and right common carotid artery (DM: 0.95 ± 0.50 mm vs. no DM: 0.92 ± 0.40 mm, p = .36). CONCLUSIONS Diabetes mellitus is associated with increased cfPWV and cIMT, with more pronounced lesions in the carotid bulb.
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Affiliation(s)
- Panagiotis Theofilis
- 1st Cardiology Department, General Hospital of Athens Hippokration, University of Athens Medical School, Athens, Greece
| | - Evangelos Oikonomou
- 1st Cardiology Department, General Hospital of Athens Hippokration, University of Athens Medical School, Athens, Greece.
| | - George Lazaros
- 1st Cardiology Department, General Hospital of Athens Hippokration, University of Athens Medical School, Athens, Greece
| | - Georgia Vogiatzi
- 1st Cardiology Department, General Hospital of Athens Hippokration, University of Athens Medical School, Athens, Greece
| | - Maria Anastasiou
- 1st Cardiology Department, General Hospital of Athens Hippokration, University of Athens Medical School, Athens, Greece
| | - Vasiliki Chara Mystakidi
- 1st Cardiology Department, General Hospital of Athens Hippokration, University of Athens Medical School, Athens, Greece
| | - Athina Goliopoulou
- 1st Cardiology Department, General Hospital of Athens Hippokration, University of Athens Medical School, Athens, Greece
| | - Evangelia Christoforatou
- 1st Cardiology Department, General Hospital of Athens Hippokration, University of Athens Medical School, Athens, Greece
| | - Evgenia Bourouki
- 1st Cardiology Department, General Hospital of Athens Hippokration, University of Athens Medical School, Athens, Greece
| | - Georgia Vavouranaki
- 1st Cardiology Department, General Hospital of Athens Hippokration, University of Athens Medical School, Athens, Greece
| | - Georgios Marinos
- 1st Cardiology Department, General Hospital of Athens Hippokration, University of Athens Medical School, Athens, Greece
| | - Dimitris Tousoulis
- 1st Cardiology Department, General Hospital of Athens Hippokration, University of Athens Medical School, Athens, Greece
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Li SN, Cui YF, Luo ZY, Lou YM, Liao MQ, Chen HE, Peng XL, Gao XP, Zhao D, Xu S, Wang L, Ma JP, Chen QS, Ping Z, Liu H, Zeng FF. Association between blood urea nitrogen and incidence of type 2 diabetes mellitus in a Chinese population: a cohort study. Endocr J 2021; 68:1057-1065. [PMID: 33907068 DOI: 10.1507/endocrj.ej20-0794] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
To examine the association between blood urea nitrogen (BUN) and risk of type 2 diabetes (T2DM) among Chinese adults, we performed an ongoing cohort study of 38578 Chinese adults (56.3% males; average age, 41.6 y) who underwent repeated health check-up examinations between 2009 and 2016 and without T2DM at baseline. During follow-up, incident T2DM cases were identified based on self-report, medication use, measurements of fasting plasma glucose, 2 h post oral glucose, or haemoglobinA1c. 2009 (5.2%) cases confirmed with incident T2DM were identified during median follow-up of 3.1 years. With increasing quartiles of BUN levels, the incidences of T2DM gradually increased with 0.69%, 1.11%, 1.53%, and 1.87% for quartile 1 to quartile 4 (p trend <0.001). Compared with quartile 1, the multivariate-adjusted hazard ratios (HRs) and its 95% confidence intervals (95% CIs) for T2DM risk were 1.16 (0.97-1.38) for quartile 2, 1.28 (1.07-1.51) for quartile 3, and 1.28 (1.08-1.52) for quartile 4 (p trend = 0.005). HR for per each standard deviation increase in BUN level was 1.10 (1.04-1.16) (p trend <0.001). This association tended to be more pronounced in those with a lower body mass index at baseline (p-interaction <0.001). Our results suggested that BUN levels were positively associated with incident T2DM risk among Chinese adults. Future prospective investigations in other populations are necessary to confirm our findings.
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Affiliation(s)
- Shu-Na Li
- Hwa Mei Hospital, Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, University of Chinese Academy of Sciences, Ningbo 315000, Zhejiang, PR China
- Department of Global Health, Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo 315000, Zhejiang, PR China
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou 510632, Guangdong, China
| | - Yun-Feng Cui
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou 510632, Guangdong, China
| | - Ze-Yan Luo
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou 510632, Guangdong, China
| | - Yan-Mei Lou
- Department of Health Management, Beijing Xiao Tang Shan Hospital, Beijing, 102211, China
| | - Min-Qi Liao
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou 510632, Guangdong, China
| | - Hong-En Chen
- Department of Non-communicable Disease Prevention and Control, Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen, 518054, Guangdong, China
| | - Xiao-Lin Peng
- Department of Non-communicable Disease Prevention and Control, Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen, 518054, Guangdong, China
| | - Xu-Ping Gao
- Department of Child & Adolescent Psychiatry, Peking University Sixth Hospital (Institute of Mental Health), Beijing 100191, China
| | - Dan Zhao
- Department of Non-communicable Disease Prevention and Control, Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen, 518054, Guangdong, China
| | - Shan Xu
- Department of Non-communicable Disease Prevention and Control, Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen, 518054, Guangdong, China
| | - Li Wang
- Department of Non-communicable Disease Prevention and Control, Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen, 518054, Guangdong, China
| | - Jian-Ping Ma
- Department of Non-communicable Disease Prevention and Control, Shenzhen Nanshan Center for Chronic Disease Control, Shenzhen, 518054, Guangdong, China
| | - Qing-Shan Chen
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou 510632, Guangdong, China
| | - Zhao Ping
- Department of Health Management, Beijing Xiao Tang Shan Hospital, Beijing, 102211, China
| | - Huina Liu
- Hwa Mei Hospital, Key Laboratory of Diagnosis and Treatment of Digestive System Tumors of Zhejiang Province, University of Chinese Academy of Sciences, Ningbo 315000, Zhejiang, PR China
- Department of Global Health, Ningbo Institute of Life and Health Industry, University of Chinese Academy of Sciences, Ningbo 315000, Zhejiang, PR China
| | - Fang-Fang Zeng
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou 510632, Guangdong, China
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An Y, Yang Y, Cao B, Dong H, Li A, Zhao W, Ke J, Zhao D. Increased Arterial Stiffness as a Predictor for Onset and Progression of Diabetic Retinopathy in Type 2 Diabetes Mellitus. J Diabetes Res 2021; 2021:9124656. [PMID: 34604390 PMCID: PMC8486550 DOI: 10.1155/2021/9124656] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Revised: 08/22/2021] [Accepted: 08/25/2021] [Indexed: 12/26/2022] Open
Abstract
INTRODUCTION Brachial-ankle pulse wave velocity (baPWV), an indicator of arterial stiffness, has been demonstrated to be associated with type 2 diabetes mellitus (T2DM) and its vascular complications. This study was aimed at investigating the correlations of baPWV with both the presence and severity of diabetic retinopathy (DR) at baseline and at exploring the predictive role of baPWV in the new onset/progression of DR in the follow-up analysis. METHODS The prospective cohort study recruited 2,473 Chinese patients with T2DM, of whom 663 participants were finally included in the follow-up analysis. The presence and grading of DR were performed by the modified Early Treatment Diabetic Retinopathy Study. Uni- or multivariate linear and logistic regression models and Cox proportional-hazards regression analysis were conducted. RESULTS Of 2,473 patients with T2DM at baseline, 734 individuals were assessed to have DR and further categorized into 630 with non-sight-threatening DR (NSTDR) and 104 with STDR. In addition to the positive relationship between increased baPWV and the presence of DR, multinominal logistic regression analysis revealed that higher tertiles of baPWV were significantly related to the NSTDR (T2: OR = 1.62 (1.22, 2.15), p < 0.001, and T3: OR = 2.58 (1.86, 3.58), p < 0.001) and STDR group (T3: OR = 3.87 (1.87, 8.02), p < 0.001). During a follow-up (mean period of 16.4 months), 111 participants had new onset/progression of DR. The cox regressions showed that high baseline baPWV was correlated with increased risk of development/progression of DR (HR = 2.24, 95% CI (1.24, 4.03), p = 0.007, for T2 baPWV and HR = 2.90, 95% CI (1.49, 5.64), p = 0.002, for T3 baPWV) after adjustments for multiple factors. CONCLUSIONS Our results demonstrated that baseline baPWV might be an independent predictor in new onset/worsening of DR, suggesting that increased arterial stiffness might be involved in the development of DR. Follow-up studies with a longer duration are needed.
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Affiliation(s)
- Yaxin An
- Center for Endocrine Metabolism and Immune Diseases, Beijing Luhe Hospital, Capital Medical University, Beijing 101149, China
| | - Yuxian Yang
- Center for Endocrine Metabolism and Immune Diseases, Beijing Luhe Hospital, Capital Medical University, Beijing 101149, China
| | - Bin Cao
- Center for Endocrine Metabolism and Immune Diseases, Beijing Luhe Hospital, Capital Medical University, Beijing 101149, China
| | - Huan Dong
- Center for Endocrine Metabolism and Immune Diseases, Beijing Luhe Hospital, Capital Medical University, Beijing 101149, China
| | - Aihua Li
- Center for Endocrine Metabolism and Immune Diseases, Beijing Luhe Hospital, Capital Medical University, Beijing 101149, China
| | - Wenying Zhao
- Center for Endocrine Metabolism and Immune Diseases, Beijing Luhe Hospital, Capital Medical University, Beijing 101149, China
| | - Jing Ke
- Center for Endocrine Metabolism and Immune Diseases, Beijing Luhe Hospital, Capital Medical University, Beijing 101149, China
| | - Dong Zhao
- Center for Endocrine Metabolism and Immune Diseases, Beijing Luhe Hospital, Capital Medical University, Beijing 101149, China
- Beijing Key Laboratory of Diabetes Research and Care, Beijing 101149, China
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Wu Y, Han X, Gao J, Wang Y, Zhu C, Huang Z, Xing A, Chen S, Ma Y, Zheng M, Liu Q, Tian Y, Wu S. Individual and combined contributions of age-specific and sex-specific pulse pressure and brachial-ankle pulse wave velocity to the risk of new-onset diabetes mellitus. BMJ Open Diabetes Res Care 2021; 9:9/1/e001942. [PMID: 34155045 PMCID: PMC8217932 DOI: 10.1136/bmjdrc-2020-001942] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 04/19/2021] [Accepted: 04/25/2021] [Indexed: 11/03/2022] Open
Abstract
INTRODUCTION We aimed to investigate the individual and combined effects of age-specific and sex-specific pulse pressure (PP) and brachial-ankle pulse wave velocity (baPWV) on the incidence of new-onset diabetes mellitus. RESEARCH DESIGN AND METHODS Participants in the Kailuan study cohort who were ≥20 years old, participated in follow-up assessments and underwent baPWV measurements in 2010-2011, 2012-2013, and 2014-2015 were studied. The participants were allocated to four groups according to their PP and baPWV status, each categorized as high or normal, according to age-specific and sex-specific median values. Cox proportional hazards models were used to explore the individual and combined effects of PP and baPWV on the incidence of diabetes mellitus. RESULTS There were 18 619 participants who were followed for 4.27±1.91 years. A total of 877 new cases of diabetes were identified, and the incidence density was 11.03/1000 per year. Using the normal PP and normal baPWV group as the reference group, the multivariable-adjusted HRs and 95% CIs for diabetes mellitus in the high PP and high baPWV groups were 1.08 (0.93 to 1.25) and 1.64 (1.41 to 1.90), respectively. Compared with the normal PP/baPWV group, the HR and 95% CI for diabetes in the normal PP/high baPWV, the high PP/normal baPWV, and high PP/baPWV groups were 1.66 (1.35 to 2.05), 1.09 (0.86 to 1.37), and 1.74 (1.43 to 2.13), respectively. CONCLUSIONS High baPWV was independently associated with a higher risk of diabetes mellitus, and individuals with both high baPWV and high PP were at a still higher risk of diabetes mellitus.
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Affiliation(s)
- Yuntao Wu
- Department of Cardiology, Kailuan General Hospital, North China University of Science and Technology, Tangshan, China
| | - Xu Han
- Graduate School, North China University of Science and Technology, Tangshan, China
| | - Jingli Gao
- Department of Cardiology, Kailuan General Hospital, North China University of Science and Technology, Tangshan, China
| | - Yanxiu Wang
- Department of Cardiology, Kailuan General Hospital, North China University of Science and Technology, Tangshan, China
| | - Chenrui Zhu
- Department of Cardiology, Kailuan General Hospital, North China University of Science and Technology, Tangshan, China
| | - Zhe Huang
- Department of Cardiology, Kailuan General Hospital, North China University of Science and Technology, Tangshan, China
| | - Aijun Xing
- Department of Cardiology, Kailuan General Hospital, North China University of Science and Technology, Tangshan, China
| | - Shuohua Chen
- Department of Cardiology, Kailuan General Hospital, North China University of Science and Technology, Tangshan, China
| | - Yihan Ma
- Department of Cardiology, Kailuan General Hospital, North China University of Science and Technology, Tangshan, China
| | - Mengyi Zheng
- Graduate School, North China University of Science and Technology, Tangshan, China
| | - Qian Liu
- Department of Cardiology, Kailuan General Hospital, North China University of Science and Technology, Tangshan, China
| | - Yaohua Tian
- Department of Maternal and Child Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Shouling Wu
- Department of Cardiology, Kailuan General Hospital, North China University of Science and Technology, Tangshan, China
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Cardio-Ankle Vascular Index in the Persons with Pre-Diabetes and Diabetes Mellitus in the Population Sample of the Russian Federation. Diagnostics (Basel) 2021; 11:diagnostics11030474. [PMID: 33800222 PMCID: PMC7999513 DOI: 10.3390/diagnostics11030474] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 02/27/2021] [Accepted: 03/02/2021] [Indexed: 12/19/2022] Open
Abstract
The aim of this study was to evaluate Cardio-Ankle Vascular Index (CAVI) and increased arterial stiffness predictors in patients with carbohydrate metabolism disorders (CMD) in the population sample of Russian Federation. Methods: 1617 patients (age 25–64 years) were enrolled in an observational cross-sectional study Epidemiology of Cardiovascular Diseases and Their Risk Factors in the Regions of the Russian Federation (ESSE-RF). The standard ESSE-RF protocol has been extended to measure the cardio-ankle vascular index (CAVI), a marker of arterial stiffness. Patients were divided into three groups: patients with type 2 diabetes mellitus (n = 272), patients with prediabetes (n = 44), and persons without CMD (n = 1301). Results: Median CAVI was higher in diabetes and prediabetes groups compared with group without CMD (p = 0.009 and p < 0.001, respectively). Elevated CAVI (≥9.0) was detected in 16.8% of diabetes patients, in 15.9% of those with prediabetes, and in 9.0% of those without CMD (p < 0.001). The factors affecting on CAVI did not differ in CVD groups. In logistic regression the visceral obesity, increasing systolic blood pressure (SBP) and decreasing glomerular filtration rate (GFR) were associated with a pathological CAVI in CMD patients, and age, diastolic blood pressure (DBP), and cholesterol in persons without CMD. Conclusions: the CAVI index values in the prediabetes and diabetes patients were higher than in normoglycemic persons in a population sample of the Russian Federation. Since the identified disorders of arterial stiffness in prediabetes are similar to those in diabetes, their identification is important to prevent further cardiovascular complications.
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