1
|
Ganjali S, Lotfaliany M, Tonkin A, Nelson MR, Reid CM, McNeil JJ, Wolfe R, Chowdhury EK, Woods RL, Berk M, Mohebbi M. Predictive performance of cardiovascular disease risk prediction models in older adults: a validation and updating study. Heart 2025:heartjnl-2025-325665. [PMID: 40368453 DOI: 10.1136/heartjnl-2025-325665] [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: 01/02/2025] [Accepted: 04/28/2025] [Indexed: 05/16/2025] Open
Abstract
BACKGROUND Current cardiovascular disease (CVD) risk prediction models tailored for older adults are inadequate. This study aimed to validate, update and assess the utility of widely used CVD risk prediction models including American College of Cardiology/American Heart Association, 2008 Framingham, GloboRisk, National Vascular Disease Prevention Alliance and Predict1 originally developed for middle-aged population, as well as an age-specific Systematic COronary Risk Evaluation 2-Older Person model, in Australian and the US community-dwelling older adults. METHODS Participants, without history of CVD events, dementia or physical disability, enrolled in the ASPREE (ASPirin in Reducing Events in the Elderly) clinical trial and ASPREE-eXTention observational post-trial follow-up, were considered for CVD risk prediction. The main outcome was predicted CVD risk from adjudicated CVD events. The performance of the original, recalibrated (adjusting models' intercept and slope) and updated (adjusting models' coefficients) models was evaluated by discrimination (C statistic), calibration (calibration plots) and clinical utility (decision curves). Models were extended by incorporating predictors including serum creatinine, depression and socioeconomic status index (Index of Relative Socio-economic Advantage and Disadvantage, IRSAD) into models' equation, and the changes in discrimination were evaluated. RESULTS Among 15 618 adults (mean age 75 (4.4) years), 520 men and 498 women experienced CVD events over a median follow-up of 6.3 (IQR: 5.2-7.7) years. Following updating, the discrimination power of models increased for both sexes (C statistics ranged 0.62-0.64 for men and 0.68-0.69 for women). Updated models indicated good calibration, with an added net benefit at the risk thresholds ranging from 4%-10% for women to 5%-12% for men. Incorporating IRSAD, depression and serum creatinine did not improve CVD risk discrimination of updated models. CONCLUSIONS Updating models, by adjusting model coefficients to better reflect the characteristics and risk factors of older adults, improves CVD risk prediction in a large cohort of relatively healthy Caucasian population aged 70+. Further external validation in diverse older populations including those with frailty and multimorbidity is recommended before clinical implementation.
Collapse
Affiliation(s)
- Shiva Ganjali
- IMPACT-The Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Faculty of Health, Deakin University, Geelong, Victoria, Australia
| | - Mojtaba Lotfaliany
- IMPACT-The Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Faculty of Health, Deakin University, Geelong, Victoria, Australia
| | - Andrew Tonkin
- School of Public Health & Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Mark R Nelson
- School of Public Health & Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - Christopher M Reid
- School of Public Health & Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- School of Population Health, Curtin University, Perth, Western Australia, Australia
| | - John J McNeil
- School of Public Health & Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Rory Wolfe
- School of Public Health & Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Enayet Karim Chowdhury
- School of Public Health & Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Advara HeartCare, Leabrook, South Australia, Australia
| | - Robyn L Woods
- School of Public Health & Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Michael Berk
- IMPACT-The Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Faculty of Health, Deakin University, Geelong, Victoria, Australia
- Psychiatry Research, Barwon Health, Geelong, Victoria, Australia
| | - Mohammadreza Mohebbi
- IMPACT-The Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Faculty of Health, Deakin University, Geelong, Victoria, Australia
- Biostatistics Unit, Faculty of Health, Deakin University, Geelong, Victoria, Australia
| |
Collapse
|
2
|
Feng X, Deng Z, McCullough MS, May BJ, Selznick E, Sheng JY, Connor AE, Armstrong DK, Visvanathan K. The impact of cardiovascular risk factors on cancer progression: a prospective study in female breast cancer survivors. Breast Cancer Res Treat 2025; 210:737-748. [PMID: 39928264 DOI: 10.1007/s10549-025-07611-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: 11/20/2024] [Accepted: 01/05/2025] [Indexed: 02/11/2025]
Abstract
PURPOSE To examine the effect of selected cardiovascular disease (CVD) risk factors over time on early cancer outcomes in breast cancer (BC) survivors. METHODS A prospective study was conducted among women aged 20-65 years with an incident invasive BC enrolled in the Breast and Ovarian Surveillance Service (BOSS) Cohort between 2005 and 2013. CVD risk based on selected risk factors was assessed at baseline and two follow-ups. Participants were categorized into low, medium, and high-risk groups. The primary outcome was BC recurrence (distant or local) or second primary cancer (SPC). Kaplan-Meier failure curves and multivariable Cox proportional hazard models were performed to compare the hazards across CVD risk score groups. RESULTS A total of 212 women with invasive BC contributed to 2211 person-years (median follow-up 11.7 years), 103 had low, 73 medium, and 36 high CVD risk scores at baseline. In multivariable analyses, BC survivors with medium CVD risk score had 2.09 times higher risk (95%CI = 1.09-4.02; p = 0.027) of recurrence/SPC compared to survivors with low CVD risk score. This association was particularly pronounced in postmenopausal women, those with estrogen receptor-positive BC, regional disease, or newly diagnosed BC. After excluding women taking cardiac medications, a higher risk of recurrence/SPC was also observed among those in the high-CVD-risk-score group, although not significant. CONCLUSION Higher CVD risk score based on selected risk factors was significantly associated with BC recurrence or SPC, particularly in certain subgroups. Monitoring and treating a combination of CVD risk factors in BC survivors may help reduce BC progression.
Collapse
Affiliation(s)
- Xinyi Feng
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, 615 N. Wolfe Street, Room E6142, Baltimore, MD, 21205, USA
- The Johns Hopkins School of Medicine, Baltimore, MD, USA
| | | | - Michelle S McCullough
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, 615 N. Wolfe Street, Room E6142, Baltimore, MD, 21205, USA
| | - Betty J May
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, 615 N. Wolfe Street, Room E6142, Baltimore, MD, 21205, USA
| | - Erica Selznick
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, 615 N. Wolfe Street, Room E6142, Baltimore, MD, 21205, USA
| | | | - Avonne E Connor
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, 615 N. Wolfe Street, Room E6142, Baltimore, MD, 21205, USA
- The Johns Hopkins School of Medicine, Baltimore, MD, USA
- Johns Hopkins Sidney Kimmel Cancer Center, Baltimore, MD, USA
| | | | - Kala Visvanathan
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, 615 N. Wolfe Street, Room E6142, Baltimore, MD, 21205, USA.
- The Johns Hopkins School of Medicine, Baltimore, MD, USA.
- Johns Hopkins Sidney Kimmel Cancer Center, Baltimore, MD, USA.
| |
Collapse
|
3
|
Soto-Mota A, Carrillo-Larco RM, Gregg E, Martínez RR, Ezzati M, Aguilar-Salinas C. Clinical Heterogeneity and Transitions of Obesity in Mexico. A Longitudinal Analysis of Multiple Representative National Surveys. J Clin Endocrinol Metab 2025:dgaf158. [PMID: 40067968 PMCID: PMC7617558 DOI: 10.1210/clinem/dgaf158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Revised: 10/29/2024] [Accepted: 03/10/2025] [Indexed: 04/06/2025]
Abstract
BACKGROUND There is large variation in the individual risk of developing obesity-associated comorbidities. While obesity is highly prevalent in Mexico, data on the extent and heterogeneity of its associated co-morbidities is lacking. Hereby, we estimated the prevalence of different obesity-associated comorbidities, and how they have changed over 15 years. METHODS We gathered data from different editions of nationally representative health and nutrition surveys (ENSANUT) from 2006 to 2022. The prevalence of obesity and the coexistence with diabetes, dyslipidemia, hypertension, depression, and impaired mobility, which are outcomes used in the Edmonton Obesity Staging System (EOSS) which assesses three dimensions (medical, mental, and functional) across five incremental severity stages, by sex and age groups were estimated across all included surveys. Metabolically healthy obesity was defined as the absence of diabetes, dyslipidemia and hypertension. RESULTS 20758 participants were analyzed. Mean BMI increased progressively at all ages from 30.2 to 31.0 across survey rounds. Depression and impaired mobility were highly prevalent even among metabolically healthy obese individuals. While most people with obesity had at least one detectable abnormality, there was large heterogeneity in the presented comorbidities. The most prevalent EOSS categories were stage 2 for the medical dimension (90.1%), and stage 1 for the functional and mental dimensions (75.1% and 62.9%, respectively). The prevalence of obesity-related comorbidities increased with age but was similar across all surveys. In both sexes, metabolically healthy obesity was less likely as age and BMI increased. CONCLUSION The prevalence of obesity comorbidities has been stable over time in Mexico but increases with age. The rising prevalence of obesity and the ageing of the population will cause additional burdens to the population and the health system.
Collapse
Affiliation(s)
- Adrian Soto-Mota
- Metabolic Diseases Research Unit, National Institute of Medical Science and Nutrition Salvador Zubiran, Mexico City, Mexico
- Tecnologico de Monterrey, School of Medicine, Mexico City, Mexico
| | - Rodrigo M. Carrillo-Larco
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Georgia, United States
- MRC Center for Environment and Health, School of Public Health, Imperial College London, London, United Kingdom
| | - Edward Gregg
- MRC Center for Environment and Health, School of Public Health, Imperial College London, London, United Kingdom
- School of Population Health. Royal College of Surgeons in Ireland
| | | | - Majid Ezzati
- MRC Center for Environment and Health, School of Public Health, Imperial College London, London, United Kingdom
- Regional Institute for Population Studies, University of Ghana, Accra, Ghana
| | - Carlos Aguilar-Salinas
- Metabolic Diseases Research Unit, National Institute of Medical Science and Nutrition Salvador Zubiran, Mexico City, Mexico
- Tecnologico de Monterrey, School of Medicine, Mexico City, Mexico
| |
Collapse
|
4
|
Alimoradzadeh R, Jahangiri K, Alimoradzadeh R. Foresight older adults' quality of life in the aging crisis in Iran: A systematic review and meta-analysis. Exp Gerontol 2025; 200:112671. [PMID: 39746620 DOI: 10.1016/j.exger.2024.112671] [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: 09/26/2024] [Revised: 12/22/2024] [Accepted: 12/30/2024] [Indexed: 01/04/2025]
Abstract
INTRODUCTION To provide foresight for the older adults' quality of life (QOL) in the aging crisis in Iran, this systematic review and meta-analysis study is conducted. METHODS All relevant articles were searched in the English and Persian databases such as Scopus, Web of Science, PubMed, Google Scholar, SID, and Medex regardless of the time range up to December 2023. RESULTS Out of 348 articles found, 8 articles were included finally. In total, the QOL of 1093 older adults' people with a mean age of 71.55 ± 6.91 years were evaluated. The study showed that the overall average of the QOL of the older adults is 58.5 ± 10.1 The overall average QOL of the older adults at the Iranian community level was 57.6 ± 15.5. The overall average QOL of the older adults in nursing homes are 60.1 ± 29.7. CONCLUSION The Iranian older adults have an average QOL and paying attention to the older adults and their needs and designing interventions to improve their health status should be on the agenda of health policymakers.
Collapse
Affiliation(s)
- Raheleh Alimoradzadeh
- Department of Geriatric, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Katayoun Jahangiri
- Department of Health in Disasters and Emergencies, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
| | - Roya Alimoradzadeh
- Department of Health in Disasters and Emergencies, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| |
Collapse
|
5
|
Zhang L, Chen Y, Yang Q, Guo J, Zhou S, Zhong T, Xiao Y, Yu X, Feng K, Peng Y, Han Z, Feng F, Wang L. The Impact of Dietary Fiber on Cardiovascular Diseases: A Scoping Review. Nutrients 2025; 17:444. [PMID: 39940301 PMCID: PMC11819994 DOI: 10.3390/nu17030444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2025] [Revised: 01/17/2025] [Accepted: 01/20/2025] [Indexed: 02/14/2025] Open
Abstract
Background/Objectives: Cardiovascular disease (CVD) remains a leading cause of morbidity and mortality globally, placing an ever-increasing burden on healthcare systems. Dietary factors play a crucial role in the development and progression of CVD. Among them, dietary fiber has emerged as a potential modifiable factor with the potential to impact CVD risk. However, the specific and independent effects of dietary fiber on CVD are still not fully understood, making this area of research both challenging and of great significance. Methods: The publications of human studies involving the impact of dietary fiber on CVD were retrieved from databases including PubMed, Embase, Web of Science, Scopus, Cochrane Library, CBM, and China National Knowledge Infrastructure (CNKI). A search was conducted within these databases for studies published between 2014 and 20 March 2024. The included literature was screened and summarized. Results: A total of seven articles were included, and the related studies encompassed various types of dietary fiber, including soluble and insoluble dietary fiber, as well as research from different countries and regions. The outcome indicators involved an important measure known as the hazard ratio (HR). Conclusions: Increasing the intake of dietary fiber could reduce the risk of cardiovascular diseases through various mechanisms. To increase the consumption of dietary fiber from multiple sources, it would be beneficial to develop and promote healthcare interventions to enhance people's awareness of the health benefits of dietary fiber, promote the consumption of fiber-rich foods, and advocate for a healthier diet.
Collapse
Affiliation(s)
- Lu Zhang
- Faculty of Medicine, Macau University of Science and Technology, Macau 999078, China; (L.Z.); (Y.C.); (Q.Y.); (S.Z.); (T.Z.); (Y.X.); (X.Y.); (K.F.); (Y.P.)
| | - Yifei Chen
- Faculty of Medicine, Macau University of Science and Technology, Macau 999078, China; (L.Z.); (Y.C.); (Q.Y.); (S.Z.); (T.Z.); (Y.X.); (X.Y.); (K.F.); (Y.P.)
| | - Qiaoren Yang
- Faculty of Medicine, Macau University of Science and Technology, Macau 999078, China; (L.Z.); (Y.C.); (Q.Y.); (S.Z.); (T.Z.); (Y.X.); (X.Y.); (K.F.); (Y.P.)
| | - Jun Guo
- Department of Nursing, Zunyi Medical University, Zhuhai Campus, Zhuhai 519041, China;
| | - Siyu Zhou
- Faculty of Medicine, Macau University of Science and Technology, Macau 999078, China; (L.Z.); (Y.C.); (Q.Y.); (S.Z.); (T.Z.); (Y.X.); (X.Y.); (K.F.); (Y.P.)
| | - Tian Zhong
- Faculty of Medicine, Macau University of Science and Technology, Macau 999078, China; (L.Z.); (Y.C.); (Q.Y.); (S.Z.); (T.Z.); (Y.X.); (X.Y.); (K.F.); (Y.P.)
| | - Ying Xiao
- Faculty of Medicine, Macau University of Science and Technology, Macau 999078, China; (L.Z.); (Y.C.); (Q.Y.); (S.Z.); (T.Z.); (Y.X.); (X.Y.); (K.F.); (Y.P.)
| | - Xi Yu
- Faculty of Medicine, Macau University of Science and Technology, Macau 999078, China; (L.Z.); (Y.C.); (Q.Y.); (S.Z.); (T.Z.); (Y.X.); (X.Y.); (K.F.); (Y.P.)
| | - Ke Feng
- Faculty of Medicine, Macau University of Science and Technology, Macau 999078, China; (L.Z.); (Y.C.); (Q.Y.); (S.Z.); (T.Z.); (Y.X.); (X.Y.); (K.F.); (Y.P.)
| | - Ye Peng
- Faculty of Medicine, Macau University of Science and Technology, Macau 999078, China; (L.Z.); (Y.C.); (Q.Y.); (S.Z.); (T.Z.); (Y.X.); (X.Y.); (K.F.); (Y.P.)
| | - Zhong Han
- School of Food Science and Engineering, South China University of Technology, Guangzhou 510641, China;
| | - Feifei Feng
- College of Public Health, Zhengzhou University, Zhengzhou 450002, China;
| | - Ling Wang
- Faculty of Medicine, Macau University of Science and Technology, Macau 999078, China; (L.Z.); (Y.C.); (Q.Y.); (S.Z.); (T.Z.); (Y.X.); (X.Y.); (K.F.); (Y.P.)
| |
Collapse
|
6
|
Bilal H, Tian Y, Ali A, Muhammad Y, Yahya A, Izneid BA, Ullah I. An Intelligent Approach for Early and Accurate Predication of Cardiac Disease Using Hybrid Artificial Intelligence Techniques. Bioengineering (Basel) 2024; 11:1290. [PMID: 39768108 PMCID: PMC11672912 DOI: 10.3390/bioengineering11121290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2024] [Revised: 12/10/2024] [Accepted: 12/17/2024] [Indexed: 01/11/2025] Open
Abstract
This study proposes a new hybrid machine learning (ML) model for the early and accurate diagnosis of heart disease. The proposed model is a combination of two powerful ensemble ML models, namely ExtraTreeClassifier (ETC) and XGBoost (XGB), resulting in a hybrid model named ETCXGB. At first, all the features of the utilized heart disease dataset were given as input to the ETC model, which processed it by extracting the predicted probabilities and produced an output. The output of the ETC model was then added to the original feature space by producing an enriched feature matrix, which is then used as input for the XGB model. The new feature matrix is used for training the XGB model, which produces the final result that whether a person has cardiac disease or not, resulting in a high diagnosis accuracy for cardiac disease. In addition to the proposed model, three other hybrid DL models, such as convolutional neural network + recurrent neural network (CNN-RNN), convolutional neural network + long short-term memory (CNN-LSTM), and convolutional neural network + bidirectional long short-term memory (CNN-BLSTM), were also investigated. The proposed ETCXGB model improved the prediction accuracy by 3.91%, while CNN-RNN, CNN-LSTM, and CNN-BLSTM enhanced the prediction accuracy by 1.95%, 2.44%, and 2.45%, respectively, for the diagnosis of cardiac disease. The simulation outcomes illustrate that the proposed ETCXGB hybrid ML outperformed the classical ML and DL models in terms of all performance measures. Therefore, using the proposed hybrid ML model for the diagnosis of cardiac disease will help the medical practitioner make an accurate diagnosis of the disease and will help the healthcare society decrease the mortality rate caused by cardiac disease.
Collapse
Affiliation(s)
- Hazrat Bilal
- College of Mechatronics and Control Engineering, Shenzhen University, Shenzhen 518000, China;
- College of Computer Science and Software Engineering, Shenzhen University, Shenzhen 518000, China;
| | - Yibin Tian
- College of Mechatronics and Control Engineering, Shenzhen University, Shenzhen 518000, China;
| | - Ahmad Ali
- College of Computer Science and Software Engineering, Shenzhen University, Shenzhen 518000, China;
| | - Yar Muhammad
- School of Computer Science and Engineering, Beihang University, Beijing 100191, China;
| | - Abid Yahya
- Department of Electrical Computer and Telecommunication, Botswana University of Science and Technology Botswana, Plot, Palapye 10071, Botswana;
| | - Basem Abu Izneid
- Faculty of Engineering, Department of Robotics and Artificial Intelligence Engineering, Al-Ahliyya Amman University, Amman 19328, Jordan;
| | - Inam Ullah
- Department of Computer Engineering, Gachon University, Seongnam 13120, Republic of Korea
| |
Collapse
|
7
|
Haldemann M, Stojic S, Eriks-Hoogland I, Stoyanov J, Hund-Georgiadis M, Perret C, Glisic M. Exploring lifestyle components and associated factors in newly injured individuals with spinal cord injury. Spinal Cord 2024; 62:708-717. [PMID: 39379497 PMCID: PMC11621014 DOI: 10.1038/s41393-024-01039-9] [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: 01/26/2024] [Revised: 09/11/2024] [Accepted: 09/24/2024] [Indexed: 10/10/2024]
Abstract
STUDY DESIGN Cross-sectional analysis from the Inception Cohort of the Swiss Spinal Cord Injury Study (SwiSCI). OBJECTIVES To describe five lifestyle components in newly injured individuals with spinal cord injury (SCI), explore co-occurrence of these components, and identify associated personal and clinical factors. SETTINGS Initial rehabilitation stay following traumatic and non-traumatic SCI. METHODS Lifestyle components including overweight/obesity, low diet score, physical inactivity, smoking, and alcohol consumption were used independently and to calculate a composite lifestyle score. Analyses were conducted using descriptive statistics, co-occurrence analysis, and multivariate logistic regression. RESULTS We included 251 individuals, of whom 77.7% were male, 73.7% suffered from traumatic SCI, and 59.8% had paraplegia. The median age was 51 years (IQR 36-64). Approximately twelve weeks after the injury, more than two-thirds of the study population met the criteria for overweight/obesity, and consumed insufficient amounts of fruits and vegetables, and excessive amounts of meat. Alcohol was consumed by 85.3% of individuals, and 26.8% were current smokers. Almost all study participants met the physical activity guidelines (90 min of moderate to strenuous activity physical activity per week). One-quarter of study participants experienced the co-occurrence of overweight/obesity, low diet score and alcohol consumption. Female sex, younger age and higher education were associated with healthier lifestyle components. CONCLUSION Despite methodological limitations, this study underscores the complexities of healthy lifestyle adherence among individuals newly injured with SCI. It highlights the necessity of improving and implementing screening strategies throughout the continuum of SCI care as early as possible following the trauma.
Collapse
Affiliation(s)
- Muriel Haldemann
- University of Bern, Institute of Social and Preventive Medicine (ISPM), Advanced Study Program Public Health, Bern, Switzerland
| | | | - Inge Eriks-Hoogland
- Swiss Paraplegic Research, Nottwil, Switzerland
- University of Lucerne, Faculty of Health Sciences and Medicine, Lucerne, Switzerland
| | - Jivko Stoyanov
- Swiss Paraplegic Research, Nottwil, Switzerland
- Institute of Social and Preventive Medicine (ISPM), University of Bern, Bern, Switzerland
| | | | - Claudio Perret
- Swiss Paraplegic Research, Nottwil, Switzerland
- University of Lucerne, Faculty of Health Sciences and Medicine, Lucerne, Switzerland
| | - Marija Glisic
- Swiss Paraplegic Research, Nottwil, Switzerland.
- Institute of Social and Preventive Medicine (ISPM), University of Bern, Bern, Switzerland.
| |
Collapse
|
8
|
Müller-Werdan U, Rosada A, Norman K. [Cardiovascular prevention in old age]. Z Gerontol Geriatr 2024; 57:447-451. [PMID: 39283336 DOI: 10.1007/s00391-024-02355-8] [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: 07/18/2024] [Accepted: 08/12/2024] [Indexed: 09/25/2024]
Abstract
The enormous potential of cardiovascular prevention in terms of expanding the life span and health span is presently nowhere near being realized. The five classical cardiovascular risk factors body mass index (BMI), systolic blood pressure, non-high-density lipoprotein (non-HDL) cholesterol, tobacco smoking, and diabetes mellitus account for more than half of the cases of incident cardiovascular diseases. Cardiovascular prevention is also effective and adequate in seemingly healthy individuals aged 70 years or above, although the association of several cardiovascular risk factors with cardiovascular diseases is less pronounced in old age. The cardiovascular risk of seemingly healthy persons aged 70 years or above can validly be determined using the Systematic COronary Risk Evaluation-Older Persons (SCORE2-OP), leading to risk-adjusted clear treatment recommendations. National and international guidelines advocate individualized cardiovascular prevention in several domains including diet, physical activity and risk factor management through to old age.
Collapse
Affiliation(s)
- Ursula Müller-Werdan
- Medizinische Klinik für Geriatrie und Altersmedizin, Charité - Universitätsmedizin Berlin, Reinickendorfer Straße 21, 13347, Berlin, Deutschland.
- Evangelisches Geriatriezentrum Berlin gGmbH, Berlin, Deutschland.
| | - Adrian Rosada
- Medizinische Klinik für Geriatrie und Altersmedizin, Charité - Universitätsmedizin Berlin, Reinickendorfer Straße 21, 13347, Berlin, Deutschland
| | - Kristina Norman
- Medizinische Klinik für Geriatrie und Altersmedizin, Charité - Universitätsmedizin Berlin, Reinickendorfer Straße 21, 13347, Berlin, Deutschland
- Abteilung für Ernährung und Gerontologie, Deutsches Institut für Ernährungsforschung Potsdam-Rehbrücke, Nuthetal, Deutschland
| |
Collapse
|
9
|
van der Valk ES, Mohseni M, Iyer AM, van den Hurk MJB, Lengton R, Kuckuck S, Wester VL, Leenen PJM, Dik WA, Visser JA, Kavousi M, Mirzaian M, van den Berg SAA, van Rossum EFC. Long-Term Glucocorticoid Exposure and Incident Cardiovascular Diseases-The Lifelines Cohort. J Clin Endocrinol Metab 2024; 109:2520-2529. [PMID: 38500477 PMCID: PMC11403319 DOI: 10.1210/clinem/dgae081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Revised: 01/10/2024] [Accepted: 02/06/2024] [Indexed: 03/20/2024]
Abstract
CONTEXT Long-term glucocorticoid levels in scalp hair (HairGCs), including cortisol and the inactive form cortisone, represent the cumulative systemic exposure to glucocorticoids over months. HairGCs have repeatedly shown associations with cardiometabolic and immune parameters, but longitudinal data are lacking. DESIGN We investigated 6341 hair samples of participants from the Lifelines cohort study for cortisol and cortisone levels and associated these to incident cardiovascular diseases (CVD) during 5 to 7 years of follow-up. We computed the odds ratio (OR) of HairGC levels for incident CVD via logistic regression, adjusting for classical cardiovascular risk factors, and performed a sensitivity analysis in subcohorts of participants < 60 years and ≥ 60 years of age. We also associated HairGC levels to immune parameters (total leukocytes and subtypes). RESULTS Hair cortisone levels (available in n = 4701) were independently associated with incident CVD (P < .001), particularly in younger individuals (multivariate-adjusted OR 4.21, 95% CI 1.91-9.07 per point increase in 10-log cortisone concentration [pg/mg], P < .001). All immune parameters except eosinophils were associated with hair cortisone (all multivariate-adjusted P < .05). CONCLUSION In this large, prospective cohort study, we found that long-term cortisone levels, measured in scalp hair, represent a relevant and significant predictor for future CVD in younger individuals. These results highlight glucocorticoid action as possible treatment target for CVD prevention, where hair glucocorticoid measurements could help identify individuals that may benefit from such treatments.
Collapse
Affiliation(s)
- Eline S van der Valk
- Obesity Centre CGG, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
- Department of Internal Medicine, Division of Endocrinology, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
| | - Mostafa Mohseni
- Obesity Centre CGG, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
- Department of Internal Medicine, Division of Endocrinology, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
| | - Anand M Iyer
- Obesity Centre CGG, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
- Department of Internal Medicine, Division of Endocrinology, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
| | - Maartje J B van den Hurk
- Obesity Centre CGG, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
- Department of Internal Medicine, Division of Endocrinology, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
| | - Robin Lengton
- Obesity Centre CGG, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
- Department of Internal Medicine, Division of Endocrinology, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
| | - Susanne Kuckuck
- Obesity Centre CGG, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
- Department of Internal Medicine, Division of Endocrinology, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
| | - Vincent L Wester
- Department of Internal Medicine, Division of Geriatric Medicine, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
| | - Pieter J M Leenen
- Department of Immunology, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
| | - Willem A Dik
- Department of Immunology, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
- Laboratory of Medical Immunology, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
| | - Jenny A Visser
- Obesity Centre CGG, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
- Department of Internal Medicine, Division of Endocrinology, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
| | - Maryam Kavousi
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
| | - Mina Mirzaian
- Department of Clinical Chemistry, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
| | - Sjoerd A A van den Berg
- Obesity Centre CGG, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
- Department of Clinical Chemistry, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
| | - Elisabeth F C van Rossum
- Obesity Centre CGG, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
- Department of Internal Medicine, Division of Endocrinology, Erasmus MC, University Medical Center Rotterdam, 3000 CA Rotterdam, The Netherlands
| |
Collapse
|
10
|
Gerritsen M, Nurmohamed MT. The Effects of Pharmacological Urate-Lowering Therapy on Cardiovascular Disease in Older Adults with Gout. Drugs Aging 2024; 41:319-328. [PMID: 38416394 DOI: 10.1007/s40266-024-01098-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/03/2024] [Indexed: 02/29/2024]
Abstract
Cardiovascular disease is an important cause of mortality in older patients. In addition to the traditional risk factors for cardiovascular disease, hyperuricemia has been increasingly associated with an elevated risk of cardiovascular disease. Uric acid itself has several unfavorable effects on the cardiovascular system, and hyperuricemia can lead to the development of gout. Gout is the most prevalent inflammatory rheumatic disease. Older patients with gout have an increased risk of cardiovascular morbidity and mortality due to an increased prevalence of traditional risk factors, as well as the inflammatory burden of gout activity. As the prevalence of traditional risk factors and the prevalence of both hyperuricemia and gout are increasing in older adults, cardiovascular risk management in these patients is very important. This risk management consists of, on the one hand, treatment of individual traditional risk factors and, on the other hand, of urate lowering, thereby decreasing inflammatory burden of gout. However, there is insufficient evidence to conclude that urate-lowering therapy reduces the risk of cardiovascular events. Moreover, from a cardiovascular point of view, there is no preference for one urate lowering drug over another in patients with gout, nor is there enough evidence to support a preference in patients with gout with increased cardiovascular risk. Personalized treatment in older patients with gout should be aimed at optimizing serum uric acid levels, as well as targeting traditional cardiovascular risk factors. Further prospective randomized trials are needed to support the hypothesis that urate lowering reduces cardiovascular risk in older patients with gout.
Collapse
Affiliation(s)
- Martijn Gerritsen
- Department of Rheumatology, Amsterdam Rheumatology and Immunology Center, Reade, Admiraal Helfrichstraat 1, 1056 AA, Amsterdam, The Netherlands.
- Amsterdam University Medical Centers, Amsterdam, The Netherlands.
| | - Mike T Nurmohamed
- Department of Rheumatology, Amsterdam Rheumatology and Immunology Center, Reade, Admiraal Helfrichstraat 1, 1056 AA, Amsterdam, The Netherlands
- Amsterdam University Medical Centers, Amsterdam, The Netherlands
| |
Collapse
|
11
|
Kurevija T, Šojat D, Bosnić Z, Mujaj B, Canecki Varžić S, Majnarić Trtica L. The Reasons for the Low Uptake of New Antidiabetic Drugs with Cardiovascular Effects-A Family Doctor Perspective. J Clin Med 2024; 13:1617. [PMID: 38541843 PMCID: PMC10970784 DOI: 10.3390/jcm13061617] [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: 02/22/2024] [Revised: 03/06/2024] [Accepted: 03/09/2024] [Indexed: 01/03/2025] Open
Abstract
Chronic diseases, such as type 2 diabetes (T2D), are difficult to manage because they demand continuous therapeutic review and monitoring. Beyond achieving the target HbA1c, new guidelines for the therapy of T2D have been introduced with the new groups of antidiabetics, glucagon-like peptide-1 receptor agonists (GLP-1ra) and sodium-glucose cotransporter-2 inhibitors (SGLT2-in). Despite new guidelines, clinical inertia, which can be caused by physicians, patients or the healthcare system, results in T2D not being effectively managed. This opinion paper explores the shift in T2D treatment, challenging assumptions and evidence-based recommendations, particularly for family physicians, considering the patient's overall situation in decision-making. We looked for the possible reasons for clinical inertia and the poor application of guidelines in the management of T2D. Guidelines for antidiabetic drugs should be more precise, providing case studies and clinical examples to define clinical contexts and contraindications. Knowledge communication can improve confidence and should include clear statements on areas of decision-making not supported by evidence. Precision medicine initiatives in diabetes aim to identify subcategories of T2D patients (including frail patients) using clustering techniques from data science applications, focusing on CV and poor treatment outcomes. Clear, unconditional recommendations for personalized T2D management may encourage drug prescription, especially for family physicians dealing with diverse patient contexts and clinical settings.
Collapse
Affiliation(s)
- Tomislav Kurevija
- Department of Family Medicine, Faculty of Medicine, Josip Juraj Strossmayer University of Osijek, J. Huttlera 4, 31000 Osijek, Croatia; (T.K.); (D.Š.); (Z.B.)
| | - Dunja Šojat
- Department of Family Medicine, Faculty of Medicine, Josip Juraj Strossmayer University of Osijek, J. Huttlera 4, 31000 Osijek, Croatia; (T.K.); (D.Š.); (Z.B.)
| | - Zvonimir Bosnić
- Department of Family Medicine, Faculty of Medicine, Josip Juraj Strossmayer University of Osijek, J. Huttlera 4, 31000 Osijek, Croatia; (T.K.); (D.Š.); (Z.B.)
| | - Blerim Mujaj
- Research Association Alliance Institute for the Promotion of Preventive Medicine (APPREMED), 2800 Mechelen, Belgium
- General Practice, Huisartsenpraktijk, Bremtstraat 116, 9320 Aalst, Belgium
| | - Silvija Canecki Varžić
- Department of Pathophysiology, Faculty of Medicine, Josip Juraj Strossmayer University of Osijek, J. Huttlera 4, 31000 Osijek, Croatia;
- The Clinic for Internal Disease, Unit for Endocrinology and Diabetes, Clinical Hospital Centre Osijek, J. Huttlera 4, 31000 Osijek, Croatia
| | - Ljiljana Majnarić Trtica
- Department of Family Medicine, Faculty of Medicine, Josip Juraj Strossmayer University of Osijek, J. Huttlera 4, 31000 Osijek, Croatia; (T.K.); (D.Š.); (Z.B.)
| |
Collapse
|
12
|
Zhang T, Zhu H, Hu H, Hu H, Zhan W, Jiang L, Tang M, Escobar D, Huang W, Feng Y, Zhou J, Zou M. Cardiovascular-specific mortality and risk factors in colorectal Cancer patients: A cohort study based on registry data of over 500,000 individuals in the US. Prev Med 2024; 179:107796. [PMID: 38070711 DOI: 10.1016/j.ypmed.2023.107796] [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: 05/21/2023] [Revised: 11/29/2023] [Accepted: 12/02/2023] [Indexed: 01/13/2024]
Abstract
BACKGROUND Colorectal cancer (CRC) is one of the most common cancers worldwide, and recent studies have found that CRC patients are at increased risk for cardiovascular disease (CVD). This study aimed to investigate competing causes of death and prognostic factors among a large cohort of CRC patients and to describe cardiovascular-specific mortality in relation to the US standard population. METHODS This registry-based cohort study identified patients diagnosed with CRC between 1973 and 2015 from the Surveillance, Epidemiology, and End Results (SEER) database in the US. Cumulative mortality functions, conditional standardized mortality ratios, and cause-specific hazard ratios were calculated. RESULTS Of the 563,298 eligible CRC patients included in this study, 407,545 died during the follow-up period. CRC was the leading cause of death, accounting for 49.8% of all possible competing causes of death. CVD was the most common non-cancer cause of death, accounting for 17.8% of total mortality. This study found that CRC patients have a significantly increased risk of cardiovascular-specific mortality compared to the US standard population, with the risk increasing with age and extended survival time. CONCLUSION This study highlights the need to develop multidisciplinary prevention and management strategies for CRC and CVD to improve CRC patients' survival and quality of life.
Collapse
Affiliation(s)
- Taolan Zhang
- Department of Pharmacy, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China; School of Pharmacy, Hengyang Medical College, University of South China, Hengyang, Hunan, China; Institute of Clinical Medicine, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Hongxia Zhu
- Department of Pharmacy, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China; School of Pharmacy, Hengyang Medical College, University of South China, Hengyang, Hunan, China
| | - Hongjuan Hu
- Department of Public Health Service, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan 421001, China
| | - Haihong Hu
- Department of Pharmacy, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China; School of Pharmacy, Hengyang Medical College, University of South China, Hengyang, Hunan, China
| | - Wendi Zhan
- Department of Pharmacy, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China; School of Pharmacy, Hengyang Medical College, University of South China, Hengyang, Hunan, China
| | - Lingxiang Jiang
- Department of Radiation Oncology, Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Ming Tang
- Department of Spine Surgery, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - David Escobar
- Department of Cancer Biology, College of Medicine & Life Sciences, University of Toledo, Toledo, OH, USA
| | - Wei Huang
- The First Affiliated Hospital, Health Management Center, Hengyang Medical School, University of South China, Hengyang, Hunan, China
| | - Yaoguang Feng
- Department of Cardiothoracic Surgery, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China.
| | - Junlin Zhou
- The First Affiliated Hospital, Health Management Center, Hengyang Medical School, University of South China, Hengyang 421001, China.
| | - Mingxiang Zou
- Department of Spine Surgery, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, China.
| |
Collapse
|
13
|
Gakovic B, Neskovic SA, Vranic I, Grujicic K, Mijatovic S, Ljubojevic A, Stankovic I. The relationship of diagonal earlobe crease (Frank's sign) and obstructive coronary artery disease in patients undergoing coronary angiography. Wien Klin Wochenschr 2023; 135:667-673. [PMID: 37902857 DOI: 10.1007/s00508-023-02297-y] [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: 06/29/2023] [Accepted: 10/01/2023] [Indexed: 11/01/2023]
Abstract
BACKGROUND Traditional risk factors for cardiovascular disease (CVD) play an important role in the clinical evaluation of patients with symptoms suggestive of coronary artery disease (CAD). The utility of the diagonal earlobe crease (DELC) in predicting the presence of CAD is controversial. PURPOSE To investigate the association between DELC, traditional CVD risk factors, and obstructive CAD. METHODS This prospective study included 1377 patients (mean age 65 ± 10 years, 64% male) who underwent invasive coronary angiography for suspected acute or chronic coronary syndromes. In addition to routine clinical assessment, all patients underwent visual examination of both earlobes for the presence of DELC. All assessments were made by three independent readers, with a majority vote in the case of disagreement. Obstructive CAD was defined by invasive coronary angiography as > 50% stenosis of the left main coronary artery or > 70% stenosis in any other major epicardial coronary artery. RESULTS Bilateral DELC was observed more frequently in patients with obstructive CAD than in those without it (67% vs. 33%, p = 0.022). In the multivariate logistic regression model, bilateral DELC was independently associated with CAD (odds ratio [OR] 1.36, 95% confidence interval [CI] 1.07-1.74), along with smoking (OR 1.86, 95% CI 1.44-2.38), diabetes mellitus (OR 1.67, 95% CI 1.29-2.15), male sex (OR 2.04, 95% CI 1.61-2.58), and dyslipidemia (OR 1.54, 95% CI 1.12-2.30); however, the diagnostic accuracy of DELC was modest and resembled that of traditional CVD risk factors. CONCLUSION Despite being independently associated with obstructive CAD, DELC is not a reliable stand-alone clinical marker of CAD due to modest diagnostic accuracy.
Collapse
Affiliation(s)
- Branka Gakovic
- Department of Cardiology, Clinical Hospital Centre Zemun, Belgrade, Serbia.
| | | | - Ivona Vranic
- Department of Cardiology, Clinical Hospital Centre Zemun, Belgrade, Serbia
| | - Katarina Grujicic
- Department of Cardiology, Clinical Hospital Centre Zemun, Belgrade, Serbia
| | - Stefan Mijatovic
- Department of Cardiology, Clinical Hospital Centre Zemun, Belgrade, Serbia
| | | | - Ivan Stankovic
- Department of Cardiology, Clinical Hospital Centre Zemun, Belgrade, Serbia
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| |
Collapse
|
14
|
Tsubota-Utsugi M, Tanno K, Takahashi N, Onoda T, Yonekura Y, Ohsawa M, Takahashi S, Kuribayashi T, Itabashi R, Tanaka F, Asahi K, Omama S, Ogasawara K, Ishigaki Y, Takahashi F, Soma A, Takanashi N, Sakata K, Ohkubo T, Okayama A. Rapid weight change as a predictor of disability among community-dwelling Japanese older adults. Geriatr Gerontol Int 2023; 23:809-816. [PMID: 37770036 DOI: 10.1111/ggi.14687] [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: 06/22/2023] [Revised: 08/21/2023] [Accepted: 09/11/2023] [Indexed: 10/03/2023]
Abstract
AIM To fill the knowledge gap regarding weight change and the onset of disability in community-dwelling Japanese older adults, we investigated the potential effects of rapid weight change on disability risk as defined by Japan's long-term care insurance (LTCI) system. METHODS We analyzed data from a longitudinal study of 10 375 community-dwelling older Japanese adults (≥65 years) who were not LTCI needs certified at baseline and joined the study from 2002 to 2005. Weight change (percentage) was calculated by subtracting participants' weight in the previous year from that measured during a physical examination at study commencement. The five weight-change categories ranged from sizable weight loss (≤ -8.0%) to sizable weight gain (≥ +8.0%). Disability was defined according to LTCI certifications at follow-up. Hazard ratios (HRs) and 95% confidence intervals were calculated for new-onset disability using a Cox proportional hazards model that fitted the proportional subdistribution hazards regression model with weights for competing risks of death. RESULTS During the mean 10.5-year follow-up, 2994 participants developed a disability. Sizable weight loss (HR [95% confidence intervals], 1.41 [1.17-1.71]) and weight loss (1.20 [1.05-1.36]) were significant predictors of disability onset. Sizable weight gain (1.45 [1.07-1.97]) corresponded to severe disability. Stratified analyses by lifestyle and initial body mass index categories revealed more pronounced associations between weight change and disability risk in the unhealthy lifestyle and below initial normal body mass index groups. CONCLUSIONS Rapid and sizable weight gain could be additional criteria for disability risk in older adults. Geriatr Gerontol Int 2023; 23: 809-816.
Collapse
Grants
- JP17K09126 a grant-in-aid for Scientific Research (C) from the Japan Society for the Promotion of Science
- JP21K10477 a grant-in-aid for Scientific Research (C) from the Japan Society for the Promotion of Science
- 20FA1002 a grant-in-aid from the Ministry of Health, Labor and Welfare, Health and Labor Sciences Research Grants, Japan
- H23-Junkankitou [Seishuu]-Ippan-005 a grant-in-aid from the Ministry of Health, Labor and Welfare, Health and Labor Sciences Research Grants, Japan
- H26-Junkankitou [Seisaku]-Ippan-001 a grant-in-aid from the Ministry of Health, Labor and Welfare, Health and Labor Sciences Research Grants, Japan
- H29-Junkankitou-Ippan-003 a grant-in-aid from the Ministry of Health, Labor and Welfare, Health and Labor Sciences Research Grants, Japan
- Eli Lilly Japan K.K.
Collapse
Affiliation(s)
- Megumi Tsubota-Utsugi
- Department of Hygiene and Public Health, Teikyo University School of Medicine, Tokyo, Japan
- Department of Hygiene and Preventive Medicine, Iwate Medical University, Morioka, Japan
| | - Kozo Tanno
- Department of Hygiene and Preventive Medicine, Iwate Medical University, Morioka, Japan
| | - Naomi Takahashi
- Department of Hygiene and Preventive Medicine, Iwate Medical University, Morioka, Japan
| | | | - Yuki Yonekura
- Graduate School of Nursing Science, St. Luke's International University, Tokyo, Japan
| | - Masaki Ohsawa
- Division of Cardiology, Department of Internal Medicine, Iwate Medical University, Morioka, Japan
| | - Shuko Takahashi
- Division of Medical Education, Iwate Medical University, Morioka, Japan
| | - Toru Kuribayashi
- Faculty of Humanities and Social Sciences, Iwate University, Morioka, Japan
| | - Ryo Itabashi
- Stroke Center, Division of Neurology and Gerontology, Department of Internal Medicine, School of Medicine, Iwate Medical University, Morioka, Japan
| | - Fumitaka Tanaka
- Division of Nephrology and Hypertension, Department of Internal Medicine, Iwate Medical University, Morioka, Japan
| | - Koichi Asahi
- Department of General Medicine, School of Medicine, Iwate Medical University, Morioka, Japan
| | - Shinichi Omama
- Department of Neurosurgery, School of Medicine, Iwate Medical University, Morioka, Japan
| | - Kuniaki Ogasawara
- Division of Diabetes, Metabolism and Endocrinology, Department of Internal Medicine, Iwate Medical University, Morioka, Japan
| | - Yasushi Ishigaki
- Department of Neurosurgery, School of Medicine, Iwate Medical University, Morioka, Japan
| | - Fumiaki Takahashi
- Department of Information Science, Iwate Medical University, Morioka, Japan
| | - Akemi Soma
- Iwate Health Service Association, Morioka, Japan
| | - Nobuyuki Takanashi
- Department of Hygiene and Preventive Medicine, Iwate Medical University, Morioka, Japan
| | - Kiyomi Sakata
- Department of Hygiene and Preventive Medicine, Iwate Medical University, Morioka, Japan
| | - Takayoshi Ohkubo
- Department of Hygiene and Public Health, Teikyo University School of Medicine, Tokyo, Japan
| | - Akira Okayama
- Research Institute of Strategy for Prevention, Tokyo, Japan
| |
Collapse
|
15
|
Jukema RA, de Winter RW, Hopman LHGA, Driessen RS, van Diemen PA, Appelman Y, Twisk JWR, Planken RN, Raijmakers PG, Knaapen P, Danad I. Impact of cardiac history and myocardial scar on increase of myocardial perfusion after revascularization. Eur J Nucl Med Mol Imaging 2023; 50:3897-3909. [PMID: 37561140 PMCID: PMC10611874 DOI: 10.1007/s00259-023-06356-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Accepted: 07/22/2023] [Indexed: 08/11/2023]
Abstract
PURPOSE We sought to assess the impact of coronary revascularization on myocardial perfusion and fractional flow reserve (FFR) in patients without a cardiac history, with prior myocardial infarction (MI) or non-MI percutaneous coronary intervention (PCI). Furthermore, we studied the impact of scar tissue. METHODS Symptomatic patients underwent [15O]H2O positron emission tomography (PET) and FFR before and after revascularization. Patients with prior CAD, defined as prior MI or PCI, underwent scar quantification by magnetic resonance imaging late gadolinium enhancement. RESULTS Among 137 patients (87% male, age 62.2 ± 9.5 years) 84 (61%) had a prior MI or PCI. The increase in FFR and hyperemic myocardial blood flow (hMBF) was less in patients with prior MI or non-MI PCI compared to those without a cardiac history (FFR: 0.23 ± 0.14 vs. 0.20 ± 0.12 vs. 0.31 ± 0.18, p = 0.02; hMBF: 0.54 ± 0.75 vs. 0.62 ± 0.97 vs. 0.91 ± 0.96 ml/min/g, p = 0.04). Post-revascularization FFR and hMBF were similar across patients without a cardiac history or with prior MI or non-MI PCI. An increase in FFR was strongly associated to hMBF increase in patients without a cardiac history or with prior MI/non-MI PCI (r = 0.60 and r = 0.60, p < 0.01 for both). Similar results were found for coronary flow reserve. In patients with prior MI scar was negatively correlated to hMBF increase and independently predictive of an attenuated CFR increase. CONCLUSIONS Post revascularization FFR and perfusion were similar among patients without a cardiac history, with prior MI or non-MI PCI. In patients with prior MI scar burden was associated to an attenuated perfusion increase.
Collapse
Affiliation(s)
- Ruurt A Jukema
- Departments of Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Ruben W de Winter
- Departments of Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Luuk H G A Hopman
- Departments of Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Roel S Driessen
- Departments of Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Pepijn A van Diemen
- Departments of Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Yolande Appelman
- Departments of Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Jos W R Twisk
- Epidemiology & Data Science, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - R Nils Planken
- Radiology, Nuclear Medicine & PET Research, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Pieter G Raijmakers
- Radiology, Nuclear Medicine & PET Research, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Paul Knaapen
- Departments of Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Ibrahim Danad
- Departments of Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
- Department of Cardiology, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands.
| |
Collapse
|
16
|
Uwumiro F, Nebuwa C, Nwevo CO, Okpujie V, Osemwota O, Obi ES, Nwoagbe O, Tejere E, Adjei-Mensah J, Ogbodo CT, Ekeh CN. Cardiovascular Event Predictors in Hospitalized Chronic Kidney Disease (CKD) Patients: A Nationwide Inpatient Sample Analysis. Cureus 2023; 15:e47912. [PMID: 38034195 PMCID: PMC10683837 DOI: 10.7759/cureus.47912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/26/2023] [Indexed: 12/02/2023] Open
Abstract
INTRODUCTION This study seeks to confirm the risk factors linked to cardiovascular (CV) events in chronic kidney disease (CKD), which have been identified as CKD-related. We aim to achieve this using a larger, more diverse, and nationally representative dataset, contrasting with previous research conducted on smaller patient cohorts. METHODS The study utilized the nationwide inpatient sample database to identify adult hospitalizations for CKD from 2016 to 2020, employing validated ICD-10-CM/PCS codes. A comprehensive literature review was conducted to identify both traditional and CKD-specific risk factors associated with CV events. Risk factors and CV events were defined using a combination of ICD-10-CM/PCS codes and statistical commands. Only risk factors with specific ICD-10 codes and hospitalizations with complete data were included in the study. CV events of interest included cardiac arrhythmias, sudden cardiac death, acute heart failure, and acute coronary syndromes. Univariate and multivariate regression models were employed to evaluate the association between CKD-specific risk factors and CV events while adjusting for the impact of traditional CV risk factors such as old age, hypertension, diabetes, hypercholesterolemia, inactivity, and smoking. RESULTS A total of 690,375 hospitalizations for CKD were included in the analysis. The study population was predominantly male (375,564, 54.4%) and mostly hospitalized at urban teaching hospitals (512,258, 74.2%). The mean age of the study population was 61 years (SD 0.1), and 86.7% (598,555) had a Charlson comorbidity index (CCI) of 3 or more. At least one traditional risk factor for CV events was present in 84.1% of all CKD hospitalizations (580,605), while 65.4% (451,505) included at least one CKD-specific risk factor for CV events. The incidence of CV events in the study was as follows: acute coronary syndromes (41,422; 6%), sudden cardiac death (13,807; 2%), heart failure (404,560; 58.6%), and cardiac arrhythmias (124,267; 18%). A total of 91.7% (113,912) of all cardiac arrhythmias were atrial fibrillations. Significant odds of CV events on multivariate analyses included: malnutrition (aOR: 1.09; 95% CI: 1.06-1.13; p<0.001), post-dialytic hypotension (aOR: 1.34; 95% CI: 1.26-1.42; p<0.001), thrombophilia (aOR: 1.46; 95% CI: 1.29-1.65; p<0.001), sleep disorder (aOR: 1.17; 95% CI: 1.09-1.25; p<0.001), and post-renal transplant immunosuppressive therapy (aOR: 1.39; 95% CI: 1.26-1.53; p<0.001). CONCLUSION The study confirmed the predictive reliability of malnutrition, post-dialytic hypotension, thrombophilia, sleep disorders, and post-renal transplant immunosuppressive therapy, highlighting their association with increased risk for CV events in CKD patients. No significant association was observed between uremic syndrome, hyperhomocysteinemia, hyperuricemia, hypertriglyceridemia, leptin levels, carnitine deficiency, anemia, and the odds of experiencing CV events.
Collapse
Affiliation(s)
- Fidelis Uwumiro
- Internal Medicine, Our Lady of Apostles Hospital, Akwanga, NGA
| | - Chikodili Nebuwa
- Internal Medicine, Nuvance Health Medical Practice, New York, USA
| | - Chimaobi O Nwevo
- Medicine and Surgery, University of Calabar Teaching Hospital, Calabar, NGA
| | | | | | - Emeka S Obi
- Healthcare Administration, College of Public Health, East Tennessee State University, Johnson City, USA
| | - Omamuyovbi Nwoagbe
- Internal Medicine, University of Port Harcourt Teaching Hospital, Port Harcourt, NGA
| | - Ejiroghene Tejere
- Internal Medicine, Kharkiv National Medical University, Kharkiv, UKR
| | | | - Charles T Ogbodo
- Internal Medicine, Médecins Sans Frontières, General Hospital Anka, Anka, NGA
| | | |
Collapse
|
17
|
Whyne EZ, Woo J, Jeon-Slaughter H. The Effects of Subjective Wellbeing and Self-Rated Health on Lifetime Risk of Cardiovascular Conditions in Women. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:6380. [PMID: 37510612 PMCID: PMC10378917 DOI: 10.3390/ijerph20146380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 07/06/2023] [Accepted: 07/11/2023] [Indexed: 07/30/2023]
Abstract
Subjective wellbeing may predict future health conditions, and lower self-rated physical health (SRH) is associated with the presence of chronic conditions, such as cardiovascular disease (CVD). This study examines whether subjective wellbeing and SRH predict long-term CVD conditions for women using the Midlife in the United States study. The study cohort includes 1716 women participants who completed waves 1 (1995-1996), 2 (2004-2006), and 3 (2013-2014). Data on demographics, chronic conditions of diabetes and CVD, subjective wellbeing (life satisfaction, positive affect, and negative affect), and SRH were collected repeatedly at each wave. Multiple logistic regressions were conducted to test whether subjective wellbeing was associated with a lifetime CVD risk. Greater life satisfaction was significantly associated with a lower risk of CVD at 10 years (odds ratio (OR): 0.83; 95% confidence interval (CI): 0.74-0.95) and 19 years (OR: 0.83; 95% CI: 0.74-0.93), while positive and negative affects were not significantly associated. Additionally, better physical SRH significantly lowered odds of having cardiovascular conditions at both 10 years (OR: 0.79; 95% CI 0.68-0.92) and 19 years (OR 0.74; 95% CI: 0.64-0.86). Measures of life satisfaction and SRH can be used as additional CVD screening tools.
Collapse
Affiliation(s)
- Erum Z Whyne
- VA North Texas Health Care System, Dallas, TX 75216, USA
| | - Jihun Woo
- Department of Kinesiology & Health Education, The University of Texas at Austin, Austin, TX 78712, USA
| | - Haekyung Jeon-Slaughter
- VA North Texas Health Care System, Dallas, TX 75216, USA
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75319, USA
| |
Collapse
|
18
|
Ribero VA, Alwan H, Efthimiou O, Abolhassani N, Bauer DC, Henrard S, Christiaens A, Waeber G, Rodondi N, Gencer B, Del Giovane C. Cardiovascular disease and type 2 diabetes in older adults: a combined protocol for an individual participant data analysis for risk prediction and a network meta-analysis of novel anti-diabetic drugs. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.03.13.23287105. [PMID: 36993427 PMCID: PMC10055459 DOI: 10.1101/2023.03.13.23287105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/16/2023]
Abstract
Introduction Older and multimorbid adults with type 2 diabetes (T2D) are at high risk of cardiovascular disease (CVD) and chronic kidney disease (CKD). Estimating risk and preventing CVD is a challenge in this population notably because it is underrepresented in clinical trials. Our study aims to (1) assess if T2D and haemoglobin A1c (HbA1c) are associated with the risk of CVD events and mortality in older adults, (2) develop a risk score for CVD events and mortality for older adults with T2D, (3) evaluate the comparative efficacy and safety of novel antidiabetics. Methods and analysis For Aim 1, we will analyse individual participant data on individuals aged ≥65 years from five cohort studies: the Optimising Therapy to Prevent Avoidable Hospital Admissions in Multimorbid Older People study; the Cohorte Lausannoise study; the Health, Aging and Body Composition study; the Health and Retirement Study; and the Survey of Health, Ageing and Retirement in Europe. We will fit flexible parametric survival models (FPSM) to assess the association of T2D and HbA1c with CVD events and mortality. For Aim 2, we will use data on individuals aged ≥65 years with T2D from the same cohorts to develop risk prediction models for CVD events and mortality using FPSM. We will assess model performance, perform internal-external cross validation, and derive a point-based risk score. For Aim 3, we will systematically search randomized controlled trials of novel antidiabetics. Network meta-analysis will be used to determine comparative efficacy in terms of CVD, CKD, and retinopathy outcomes, and safety of these drugs. Confidence in results will be judged using the CINeMA tool. Ethics and dissemination Aims 1 and 2 were approved by the local ethics committee (Kantonale Ethikkommission Bern); no approval is required for Aim 3. Results will be published in peer-reviewed journals and presented in scientific conferences.
Collapse
Affiliation(s)
- Valerie Aponte Ribero
- Institute of Primary Health Care (BIHAM), University of Bern, 3012, Bern, Switzerland
- Graduate School for Health Sciences, University of Bern, Mittelstrasse 43, 3012, Bern, Switzerland
| | - Heba Alwan
- Institute of Primary Health Care (BIHAM), University of Bern, 3012, Bern, Switzerland
- Graduate School for Health Sciences, University of Bern, Mittelstrasse 43, 3012, Bern, Switzerland
| | - Orestis Efthimiou
- Institute of Primary Health Care (BIHAM), University of Bern, 3012, Bern, Switzerland
- Institute of Social and Preventive Medicine, University of Bern, 3012, Bern, Switzerland
| | - Nazanin Abolhassani
- Institute of Primary Health Care (BIHAM), University of Bern, 3012, Bern, Switzerland
- Department of Epidemiology and Health Systems, Center for Primary Care and Public Health (Unisante), University of Lausanne, Switzerland
| | - Douglas C Bauer
- Departments of Medicine and Epidemiology & Biostatistics, University of California San Francisco, San Francisco, California, USA
| | - Séverine Henrard
- Clinical Pharmacy research group, Louvain Drug Research Institute (LDRI), Université catholique de Louvain, 1200, Brussels, Belgium
- Institute of Health and Society (IRSS), Université catholique de Louvain, 1200 Brussels, Belgium
| | - Antoine Christiaens
- Clinical Pharmacy research group, Louvain Drug Research Institute (LDRI), Université catholique de Louvain, 1200, Brussels, Belgium
- Fonds de la Recherche Scientifique – FNRS, 1000 Brussels, Belgium
| | - Gérard Waeber
- Department of Medicine, Lausanne University Hospital (CHUV), University of Lausanne, 1011, Lausanne, Switzerland
| | - Nicolas Rodondi
- Institute of Primary Health Care (BIHAM), University of Bern, 3012, Bern, Switzerland
- Department of General Internal Medicine, Inselspital, Bern University Hospital, University of Bern, 3010, Bern, Switzerland
| | - Baris Gencer
- Institute of Primary Health Care (BIHAM), University of Bern, 3012, Bern, Switzerland
- Cardiology Division, Geneva University Hospitals, 1205, Geneva, Switzerland
| | - Cinzia Del Giovane
- Institute of Primary Health Care (BIHAM), University of Bern, 3012, Bern, Switzerland
| |
Collapse
|
19
|
Al-Shamsi S. Development and validation of a novel 10-year cardiovascular risk prediction nomogram for the United Arab Emirates national population. BMJ Open 2022; 12:e064502. [PMID: 36581433 PMCID: PMC9806017 DOI: 10.1136/bmjopen-2022-064502] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
OBJECTIVES Atherosclerotic cardiovascular disease (ASCVD) is the leading cause of morbidity and mortality among United Arab Emirates (UAE) nationals. Recent studies have shown that current tools are poor in predicting the risk of incident ASCVD in Emiratis. To improve ASCVD risk prediction in this high-risk population, this study sought to develop and validate a novel and practical 10-year ASCVD risk nomogram using risk factors known to be significant in UAE nationals. DESIGN A 10-year retrospective cohort study. SETTING Outpatient clinics at a large public tertiary care hospital in Al-Ain, UAE. PARTICIPANTS Emiratis aged ≥18 years without prior cardiovascular disease (CVD) who had presented to Tawam Hospital's clinics between 1 April 2008 and 31 December 2008, were included. Patients' data were collected retrospectively until 31 January 2020. EXPOSURE Cox proportional hazards models were developed to estimate the 10-year ASCVD risk. PRIMARY OUTCOME MEASURE Model discrimination and calibration were assessed using the Harrell C-statistic and the Greenwood-Nam-D'Agostino (GND) χ2 test, respectively. Receiver operating characteristic curve analysis was used to determine the optimal cut-off point of the nomogram for elevated ASCVD risk. RESULTS The study included 1245 patients, of whom 117 developed ASCVD within 10 years. The ASCVD risk nomogram comprised age, sex, family history of CVD, hypertension treatment, systolic blood pressure, total cholesterol, glycosylated haemoglobin A1c and estimated glomerular filtration rate. The Harrell C-statistic was 0.826 and the GND χ2 was 2.83 (p=0.830), which indicated good discrimination and calibration of the nomogram model, respectively. The optimal cut-off point was determined to be 10% (sensitivity=79%; specificity=77%). The nomogram can be freely accessed as an online calculator at (https://ascvdriskuae.shinyapps.io/ASCVDrisk/). CONCLUSIONS The developed nomogram provides an accurate prognostic tool for 10-year ASCVD risk prediction in UAE nationals. These findings may help guide future research on CVD prevention in this high-risk population.
Collapse
Affiliation(s)
- Saif Al-Shamsi
- Department of Internal Medicine, United Arab Emirates University College of Medicine and Health Sciences, Al Ain, Abu Dhabi, UAE
| |
Collapse
|
20
|
Stroke risk in older British men: Comparing performance of stroke-specific and composite-CVD risk prediction tools. Prev Med Rep 2022; 31:102098. [PMID: 36820364 PMCID: PMC9938339 DOI: 10.1016/j.pmedr.2022.102098] [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: 09/23/2022] [Revised: 12/14/2022] [Accepted: 12/22/2022] [Indexed: 12/25/2022] Open
Abstract
Stroke risk is currently estimated as part of the composite risk of cardiovascular disease (CVD). We investigated if composite-CVD risk prediction tools QRISK3 and Pooled Cohort Equations-PCE, derived from middle-aged adults, are as good as stroke-specific Framingham Stroke Risk Profile-FSRP and QStroke for capturing the true risk of stroke in older adults. External validation for 10y stroke outcomes was performed in men (60-79y) of the British Regional Heart Study. Discrimination and calibration were assessed in separate validation samples (FSRP n = 3762, QStroke n = 3376, QRISK3 n = 2669 and PCE n = 3047) with/without adjustment for competing risks. Sensitivity/specificity were examined using observed and clinically recommended thresholds. Performance of FSRP, QStroke and QRISK3 was further compared head-to-head in 2441 men free of a range of CVD, including across age-groups. Observed 10y risk (/1000PY) ranged from 6.8 (hard strokes) to 11 (strokes/transient ischemic attacks). All tools discriminated weakly, C-indices 0.63-0.66. FSRP and QStroke overestimated risk at higher predicted probabilities. QRISK3 and PCE showed reasonable calibration overall with minor mis-estimations across the risk range. Performance worsened on adjusting for competing non-stroke deaths. However, in men without CVD, QRISK3 displayed relatively better calibration for stroke events, even after adjustment for competing deaths, including in oldest men. All tools displayed similar sensitivity (63-73 %) and specificity (52-54 %) using observed risks as cut-offs. When QRISK3 and PCE were evaluated using thresholds for CVD prevention, sensitivity for stroke events was 99 %, with false positive rate 97 % suggesting existing intervention thresholds may need to be re-examined to reflect age-related stroke burden.
Collapse
Key Words
- AF, atrial fibrillation
- BRHS, British Regional Heart Study
- CHD, coronary heart disease
- CIF, cumulative incidence function
- CPI, centred prognostic index
- CVD, cardiovascular disease
- Calibration
- Cardiovascular disease
- Discrimination
- FSRP, Framingham stroke risk profile
- HF, heart failure
- KM, Kaplan-Meier
- MI, myocardial infarction
- NICE, National Institute For Health And Care Excellence
- Older adults
- PCE, pooled cohort equations
- PI, prognostic index
- Risk prediction
- SCORE, systematic coronary risk evaluation
- Sn/Sp, percent sensitivity/percent specificity
- Stroke
- TIA, transient ischemic attack
Collapse
|
21
|
Yang S, Han Y, Yu C, Guo Y, Pang Y, Sun D, Pei P, Yang L, Chen Y, Du H, Wang H, Massa MS, Bennett D, Clarke R, Chen J, Chen Z, Lv J, Li L. Development of a Model to Predict 10-Year Risk of Ischemic and Hemorrhagic Stroke and Ischemic Heart Disease Using the China Kadoorie Biobank. Neurology 2022; 98:e2307-e2317. [PMID: 35410902 PMCID: PMC9202526 DOI: 10.1212/wnl.0000000000200139] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 01/18/2022] [Indexed: 11/21/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Contemporary cardiovascular disease (CVD) risk prediction models are rarely applied in routine clinical practice in China due to substantial regional differences in absolute risks of major CVD types within China. Moreover, the inclusion of blood lipids in most risk prediction models also limits their use in the Chinese population. We developed 10-year CVD risk prediction models excluding blood lipids that may be applicable to diverse regions of China. METHODS We derived sex-specific models separately for ischemic heart disease (IHD), ischemic stroke (IS), and hemorrhagic stroke (HS) in addition to total CVD in the China Kadoorie Biobank. Participants were age 30-79 years without CVD at baseline. Predictors included age, systolic and diastolic blood pressure, use of blood pressure-lowering treatment, current daily smoking, diabetes, and waist circumference. Total CVD risks were combined in terms of conditional probability using the predicted risks of 3 submodels. Risk models were recalibrated in each region by 2 methods (practical and ideal) and risk prediction was estimated before and after recalibration. RESULTS Model derivation involved 489,596 individuals, including 45,947 IHD, 43,647 IS, and 11,168 HS cases during 11 years of follow-up. In women, the Harrell C was 0.732 (95% CI 0.706-0.758), 0.759 (0.738-0.779), and 0.803 (0.778-0.827) for IHD, IS, and HS, respectively. The Harrell C for total CVD was 0.734 (0.732-0.736), 0.754 (0.752-0.756), and 0.774 (0.772-0.776) for models before recalibration, after practical recalibration, and after ideal recalibration. The calibration performances improved after recalibration, with models after ideal recalibration showing the best model performances. The results for men were comparable to those for women. DISCUSSION Our CVD risk prediction models yielded good discrimination of IHD and stroke subtypes in addition to total CVD without including blood lipids. Flexible recalibration of our models for different regions could enable more widespread use using resident health records covering the overall Chinese population. CLASSIFICATION OF EVIDENCE This study provides Class I evidence that a prediction model incorporating accessible clinical variables predicts 10-year risk of IHD, IS, and HS in the Chinese population age 30-79 years.
Collapse
Affiliation(s)
- Songchun Yang
- From the Department of Epidemiology & Biostatistics (S.Y., Y.H., C.Y., Y.P., D.S., J.L., L.L.), School of Public Health, Peking University; Peking University Center for Public Health and Epidemic Preparedness & Response (C.Y., J.L., L.L.); Fuwai Hospital Chinese Academy of Medical Sciences (Y.G.); Chinese Academy of Medical Sciences (P.P.), Beijing, China; Medical Research Council Population Health Research Unit at the University of Oxford (L.Y., Y.C., H.D.); Clinical Trial Service Unit & Epidemiological Studies Unit (L.Y., Y.C., H.D., M.S.M., D.B., R.C., Z.C.), Nuffield Department of Population Health, University of Oxford, UK; NCDs Prevention and Control Department (H.W.), Zhejiang CDC, Hangzhou; China National Center for Food Safety Risk Assessment (J.C.); and Key Laboratory of Molecular Cardiovascular Sciences (Peking University) (J.L.), Ministry of Education, Beijing, China
| | - Yuting Han
- From the Department of Epidemiology & Biostatistics (S.Y., Y.H., C.Y., Y.P., D.S., J.L., L.L.), School of Public Health, Peking University; Peking University Center for Public Health and Epidemic Preparedness & Response (C.Y., J.L., L.L.); Fuwai Hospital Chinese Academy of Medical Sciences (Y.G.); Chinese Academy of Medical Sciences (P.P.), Beijing, China; Medical Research Council Population Health Research Unit at the University of Oxford (L.Y., Y.C., H.D.); Clinical Trial Service Unit & Epidemiological Studies Unit (L.Y., Y.C., H.D., M.S.M., D.B., R.C., Z.C.), Nuffield Department of Population Health, University of Oxford, UK; NCDs Prevention and Control Department (H.W.), Zhejiang CDC, Hangzhou; China National Center for Food Safety Risk Assessment (J.C.); and Key Laboratory of Molecular Cardiovascular Sciences (Peking University) (J.L.), Ministry of Education, Beijing, China
| | - Canqing Yu
- From the Department of Epidemiology & Biostatistics (S.Y., Y.H., C.Y., Y.P., D.S., J.L., L.L.), School of Public Health, Peking University; Peking University Center for Public Health and Epidemic Preparedness & Response (C.Y., J.L., L.L.); Fuwai Hospital Chinese Academy of Medical Sciences (Y.G.); Chinese Academy of Medical Sciences (P.P.), Beijing, China; Medical Research Council Population Health Research Unit at the University of Oxford (L.Y., Y.C., H.D.); Clinical Trial Service Unit & Epidemiological Studies Unit (L.Y., Y.C., H.D., M.S.M., D.B., R.C., Z.C.), Nuffield Department of Population Health, University of Oxford, UK; NCDs Prevention and Control Department (H.W.), Zhejiang CDC, Hangzhou; China National Center for Food Safety Risk Assessment (J.C.); and Key Laboratory of Molecular Cardiovascular Sciences (Peking University) (J.L.), Ministry of Education, Beijing, China
| | - Yu Guo
- From the Department of Epidemiology & Biostatistics (S.Y., Y.H., C.Y., Y.P., D.S., J.L., L.L.), School of Public Health, Peking University; Peking University Center for Public Health and Epidemic Preparedness & Response (C.Y., J.L., L.L.); Fuwai Hospital Chinese Academy of Medical Sciences (Y.G.); Chinese Academy of Medical Sciences (P.P.), Beijing, China; Medical Research Council Population Health Research Unit at the University of Oxford (L.Y., Y.C., H.D.); Clinical Trial Service Unit & Epidemiological Studies Unit (L.Y., Y.C., H.D., M.S.M., D.B., R.C., Z.C.), Nuffield Department of Population Health, University of Oxford, UK; NCDs Prevention and Control Department (H.W.), Zhejiang CDC, Hangzhou; China National Center for Food Safety Risk Assessment (J.C.); and Key Laboratory of Molecular Cardiovascular Sciences (Peking University) (J.L.), Ministry of Education, Beijing, China
| | - Yuanjie Pang
- From the Department of Epidemiology & Biostatistics (S.Y., Y.H., C.Y., Y.P., D.S., J.L., L.L.), School of Public Health, Peking University; Peking University Center for Public Health and Epidemic Preparedness & Response (C.Y., J.L., L.L.); Fuwai Hospital Chinese Academy of Medical Sciences (Y.G.); Chinese Academy of Medical Sciences (P.P.), Beijing, China; Medical Research Council Population Health Research Unit at the University of Oxford (L.Y., Y.C., H.D.); Clinical Trial Service Unit & Epidemiological Studies Unit (L.Y., Y.C., H.D., M.S.M., D.B., R.C., Z.C.), Nuffield Department of Population Health, University of Oxford, UK; NCDs Prevention and Control Department (H.W.), Zhejiang CDC, Hangzhou; China National Center for Food Safety Risk Assessment (J.C.); and Key Laboratory of Molecular Cardiovascular Sciences (Peking University) (J.L.), Ministry of Education, Beijing, China
| | - Dianjianyi Sun
- From the Department of Epidemiology & Biostatistics (S.Y., Y.H., C.Y., Y.P., D.S., J.L., L.L.), School of Public Health, Peking University; Peking University Center for Public Health and Epidemic Preparedness & Response (C.Y., J.L., L.L.); Fuwai Hospital Chinese Academy of Medical Sciences (Y.G.); Chinese Academy of Medical Sciences (P.P.), Beijing, China; Medical Research Council Population Health Research Unit at the University of Oxford (L.Y., Y.C., H.D.); Clinical Trial Service Unit & Epidemiological Studies Unit (L.Y., Y.C., H.D., M.S.M., D.B., R.C., Z.C.), Nuffield Department of Population Health, University of Oxford, UK; NCDs Prevention and Control Department (H.W.), Zhejiang CDC, Hangzhou; China National Center for Food Safety Risk Assessment (J.C.); and Key Laboratory of Molecular Cardiovascular Sciences (Peking University) (J.L.), Ministry of Education, Beijing, China
| | - Pei Pei
- From the Department of Epidemiology & Biostatistics (S.Y., Y.H., C.Y., Y.P., D.S., J.L., L.L.), School of Public Health, Peking University; Peking University Center for Public Health and Epidemic Preparedness & Response (C.Y., J.L., L.L.); Fuwai Hospital Chinese Academy of Medical Sciences (Y.G.); Chinese Academy of Medical Sciences (P.P.), Beijing, China; Medical Research Council Population Health Research Unit at the University of Oxford (L.Y., Y.C., H.D.); Clinical Trial Service Unit & Epidemiological Studies Unit (L.Y., Y.C., H.D., M.S.M., D.B., R.C., Z.C.), Nuffield Department of Population Health, University of Oxford, UK; NCDs Prevention and Control Department (H.W.), Zhejiang CDC, Hangzhou; China National Center for Food Safety Risk Assessment (J.C.); and Key Laboratory of Molecular Cardiovascular Sciences (Peking University) (J.L.), Ministry of Education, Beijing, China
| | - Ling Yang
- From the Department of Epidemiology & Biostatistics (S.Y., Y.H., C.Y., Y.P., D.S., J.L., L.L.), School of Public Health, Peking University; Peking University Center for Public Health and Epidemic Preparedness & Response (C.Y., J.L., L.L.); Fuwai Hospital Chinese Academy of Medical Sciences (Y.G.); Chinese Academy of Medical Sciences (P.P.), Beijing, China; Medical Research Council Population Health Research Unit at the University of Oxford (L.Y., Y.C., H.D.); Clinical Trial Service Unit & Epidemiological Studies Unit (L.Y., Y.C., H.D., M.S.M., D.B., R.C., Z.C.), Nuffield Department of Population Health, University of Oxford, UK; NCDs Prevention and Control Department (H.W.), Zhejiang CDC, Hangzhou; China National Center for Food Safety Risk Assessment (J.C.); and Key Laboratory of Molecular Cardiovascular Sciences (Peking University) (J.L.), Ministry of Education, Beijing, China
| | - Yiping Chen
- From the Department of Epidemiology & Biostatistics (S.Y., Y.H., C.Y., Y.P., D.S., J.L., L.L.), School of Public Health, Peking University; Peking University Center for Public Health and Epidemic Preparedness & Response (C.Y., J.L., L.L.); Fuwai Hospital Chinese Academy of Medical Sciences (Y.G.); Chinese Academy of Medical Sciences (P.P.), Beijing, China; Medical Research Council Population Health Research Unit at the University of Oxford (L.Y., Y.C., H.D.); Clinical Trial Service Unit & Epidemiological Studies Unit (L.Y., Y.C., H.D., M.S.M., D.B., R.C., Z.C.), Nuffield Department of Population Health, University of Oxford, UK; NCDs Prevention and Control Department (H.W.), Zhejiang CDC, Hangzhou; China National Center for Food Safety Risk Assessment (J.C.); and Key Laboratory of Molecular Cardiovascular Sciences (Peking University) (J.L.), Ministry of Education, Beijing, China
| | - Huaidong Du
- From the Department of Epidemiology & Biostatistics (S.Y., Y.H., C.Y., Y.P., D.S., J.L., L.L.), School of Public Health, Peking University; Peking University Center for Public Health and Epidemic Preparedness & Response (C.Y., J.L., L.L.); Fuwai Hospital Chinese Academy of Medical Sciences (Y.G.); Chinese Academy of Medical Sciences (P.P.), Beijing, China; Medical Research Council Population Health Research Unit at the University of Oxford (L.Y., Y.C., H.D.); Clinical Trial Service Unit & Epidemiological Studies Unit (L.Y., Y.C., H.D., M.S.M., D.B., R.C., Z.C.), Nuffield Department of Population Health, University of Oxford, UK; NCDs Prevention and Control Department (H.W.), Zhejiang CDC, Hangzhou; China National Center for Food Safety Risk Assessment (J.C.); and Key Laboratory of Molecular Cardiovascular Sciences (Peking University) (J.L.), Ministry of Education, Beijing, China
| | - Hao Wang
- From the Department of Epidemiology & Biostatistics (S.Y., Y.H., C.Y., Y.P., D.S., J.L., L.L.), School of Public Health, Peking University; Peking University Center for Public Health and Epidemic Preparedness & Response (C.Y., J.L., L.L.); Fuwai Hospital Chinese Academy of Medical Sciences (Y.G.); Chinese Academy of Medical Sciences (P.P.), Beijing, China; Medical Research Council Population Health Research Unit at the University of Oxford (L.Y., Y.C., H.D.); Clinical Trial Service Unit & Epidemiological Studies Unit (L.Y., Y.C., H.D., M.S.M., D.B., R.C., Z.C.), Nuffield Department of Population Health, University of Oxford, UK; NCDs Prevention and Control Department (H.W.), Zhejiang CDC, Hangzhou; China National Center for Food Safety Risk Assessment (J.C.); and Key Laboratory of Molecular Cardiovascular Sciences (Peking University) (J.L.), Ministry of Education, Beijing, China
| | - M Sofia Massa
- From the Department of Epidemiology & Biostatistics (S.Y., Y.H., C.Y., Y.P., D.S., J.L., L.L.), School of Public Health, Peking University; Peking University Center for Public Health and Epidemic Preparedness & Response (C.Y., J.L., L.L.); Fuwai Hospital Chinese Academy of Medical Sciences (Y.G.); Chinese Academy of Medical Sciences (P.P.), Beijing, China; Medical Research Council Population Health Research Unit at the University of Oxford (L.Y., Y.C., H.D.); Clinical Trial Service Unit & Epidemiological Studies Unit (L.Y., Y.C., H.D., M.S.M., D.B., R.C., Z.C.), Nuffield Department of Population Health, University of Oxford, UK; NCDs Prevention and Control Department (H.W.), Zhejiang CDC, Hangzhou; China National Center for Food Safety Risk Assessment (J.C.); and Key Laboratory of Molecular Cardiovascular Sciences (Peking University) (J.L.), Ministry of Education, Beijing, China
| | - Derrick Bennett
- From the Department of Epidemiology & Biostatistics (S.Y., Y.H., C.Y., Y.P., D.S., J.L., L.L.), School of Public Health, Peking University; Peking University Center for Public Health and Epidemic Preparedness & Response (C.Y., J.L., L.L.); Fuwai Hospital Chinese Academy of Medical Sciences (Y.G.); Chinese Academy of Medical Sciences (P.P.), Beijing, China; Medical Research Council Population Health Research Unit at the University of Oxford (L.Y., Y.C., H.D.); Clinical Trial Service Unit & Epidemiological Studies Unit (L.Y., Y.C., H.D., M.S.M., D.B., R.C., Z.C.), Nuffield Department of Population Health, University of Oxford, UK; NCDs Prevention and Control Department (H.W.), Zhejiang CDC, Hangzhou; China National Center for Food Safety Risk Assessment (J.C.); and Key Laboratory of Molecular Cardiovascular Sciences (Peking University) (J.L.), Ministry of Education, Beijing, China
| | - Robert Clarke
- From the Department of Epidemiology & Biostatistics (S.Y., Y.H., C.Y., Y.P., D.S., J.L., L.L.), School of Public Health, Peking University; Peking University Center for Public Health and Epidemic Preparedness & Response (C.Y., J.L., L.L.); Fuwai Hospital Chinese Academy of Medical Sciences (Y.G.); Chinese Academy of Medical Sciences (P.P.), Beijing, China; Medical Research Council Population Health Research Unit at the University of Oxford (L.Y., Y.C., H.D.); Clinical Trial Service Unit & Epidemiological Studies Unit (L.Y., Y.C., H.D., M.S.M., D.B., R.C., Z.C.), Nuffield Department of Population Health, University of Oxford, UK; NCDs Prevention and Control Department (H.W.), Zhejiang CDC, Hangzhou; China National Center for Food Safety Risk Assessment (J.C.); and Key Laboratory of Molecular Cardiovascular Sciences (Peking University) (J.L.), Ministry of Education, Beijing, China
| | - Junshi Chen
- From the Department of Epidemiology & Biostatistics (S.Y., Y.H., C.Y., Y.P., D.S., J.L., L.L.), School of Public Health, Peking University; Peking University Center for Public Health and Epidemic Preparedness & Response (C.Y., J.L., L.L.); Fuwai Hospital Chinese Academy of Medical Sciences (Y.G.); Chinese Academy of Medical Sciences (P.P.), Beijing, China; Medical Research Council Population Health Research Unit at the University of Oxford (L.Y., Y.C., H.D.); Clinical Trial Service Unit & Epidemiological Studies Unit (L.Y., Y.C., H.D., M.S.M., D.B., R.C., Z.C.), Nuffield Department of Population Health, University of Oxford, UK; NCDs Prevention and Control Department (H.W.), Zhejiang CDC, Hangzhou; China National Center for Food Safety Risk Assessment (J.C.); and Key Laboratory of Molecular Cardiovascular Sciences (Peking University) (J.L.), Ministry of Education, Beijing, China
| | - Zhengming Chen
- From the Department of Epidemiology & Biostatistics (S.Y., Y.H., C.Y., Y.P., D.S., J.L., L.L.), School of Public Health, Peking University; Peking University Center for Public Health and Epidemic Preparedness & Response (C.Y., J.L., L.L.); Fuwai Hospital Chinese Academy of Medical Sciences (Y.G.); Chinese Academy of Medical Sciences (P.P.), Beijing, China; Medical Research Council Population Health Research Unit at the University of Oxford (L.Y., Y.C., H.D.); Clinical Trial Service Unit & Epidemiological Studies Unit (L.Y., Y.C., H.D., M.S.M., D.B., R.C., Z.C.), Nuffield Department of Population Health, University of Oxford, UK; NCDs Prevention and Control Department (H.W.), Zhejiang CDC, Hangzhou; China National Center for Food Safety Risk Assessment (J.C.); and Key Laboratory of Molecular Cardiovascular Sciences (Peking University) (J.L.), Ministry of Education, Beijing, China
| | - Jun Lv
- From the Department of Epidemiology & Biostatistics (S.Y., Y.H., C.Y., Y.P., D.S., J.L., L.L.), School of Public Health, Peking University; Peking University Center for Public Health and Epidemic Preparedness & Response (C.Y., J.L., L.L.); Fuwai Hospital Chinese Academy of Medical Sciences (Y.G.); Chinese Academy of Medical Sciences (P.P.), Beijing, China; Medical Research Council Population Health Research Unit at the University of Oxford (L.Y., Y.C., H.D.); Clinical Trial Service Unit & Epidemiological Studies Unit (L.Y., Y.C., H.D., M.S.M., D.B., R.C., Z.C.), Nuffield Department of Population Health, University of Oxford, UK; NCDs Prevention and Control Department (H.W.), Zhejiang CDC, Hangzhou; China National Center for Food Safety Risk Assessment (J.C.); and Key Laboratory of Molecular Cardiovascular Sciences (Peking University) (J.L.), Ministry of Education, Beijing, China
| | - Liming Li
- From the Department of Epidemiology & Biostatistics (S.Y., Y.H., C.Y., Y.P., D.S., J.L., L.L.), School of Public Health, Peking University; Peking University Center for Public Health and Epidemic Preparedness & Response (C.Y., J.L., L.L.); Fuwai Hospital Chinese Academy of Medical Sciences (Y.G.); Chinese Academy of Medical Sciences (P.P.), Beijing, China; Medical Research Council Population Health Research Unit at the University of Oxford (L.Y., Y.C., H.D.); Clinical Trial Service Unit & Epidemiological Studies Unit (L.Y., Y.C., H.D., M.S.M., D.B., R.C., Z.C.), Nuffield Department of Population Health, University of Oxford, UK; NCDs Prevention and Control Department (H.W.), Zhejiang CDC, Hangzhou; China National Center for Food Safety Risk Assessment (J.C.); and Key Laboratory of Molecular Cardiovascular Sciences (Peking University) (J.L.), Ministry of Education, Beijing, China
| |
Collapse
|
22
|
Obesity and Leptin Resistance in the Regulation of the Type I Interferon Early Response and the Increased Risk for Severe COVID-19. Nutrients 2022; 14:nu14071388. [PMID: 35406000 PMCID: PMC9002648 DOI: 10.3390/nu14071388] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 03/23/2022] [Accepted: 03/23/2022] [Indexed: 02/06/2023] Open
Abstract
Obesity, and obesity-associated conditions such as hypertension, chronic kidney disease, type 2 diabetes, and cardiovascular disease, are important risk factors for severe Coronavirus disease-2019 (COVID-19). The common denominator is metaflammation, a portmanteau of metabolism and inflammation, which is characterized by chronically elevated levels of leptin and pro-inflammatory cytokines. These induce the “Suppressor Of Cytokine Signaling 1 and 3” (SOCS1/3), which deactivates the leptin receptor and also other SOCS1/3 sensitive cytokine receptors in immune cells, impairing the type I and III interferon early responses. By also upregulating SOCS1/3, Severe Acute Respiratory Syndrome Coronavirus (SARS-CoV)-2 adds a significant boost to this. The ensuing consequence is a delayed but over-reactive immune response, characterized by high-grade inflammation (e.g., cytokine storm), endothelial damage, and hypercoagulation, thus leading to severe COVID-19. Superimposing an acute disturbance, such as a SARS-CoV-2 infection, on metaflammation severely tests resilience. In the long run, metaflammation causes the “typical western” conditions associated with metabolic syndrome. Severe COVID-19 and other serious infectious diseases can be added to the list of its short-term consequences. Therefore, preventive measures should include not only vaccination and the well-established actions intended to avoid infection, but also dietary and lifestyle interventions aimed at improving body composition and preventing or reversing metaflammation.
Collapse
|
23
|
Wu Y, Bai J, Zhang M, Shao F, Yi H, You D, Zhao Y. Heterogeneity of Treatment Effects for Intensive Blood Pressure Therapy by Individual Components of FRS: An Unsupervised Data-Driven Subgroup Analysis in SPRINT and ACCORD. Front Cardiovasc Med 2022; 9:778756. [PMID: 35187120 PMCID: PMC8850629 DOI: 10.3389/fcvm.2022.778756] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 01/04/2022] [Indexed: 11/21/2022] Open
Abstract
Background Few studies have answered the guiding significance of individual components of the Framingham risk score (FRS) to the risk of cardiovascular disease (CVD) after antihypertensive treatment. This study on the systolic blood pressure intervention trial (SPRINT) and the Action to Control Cardiovascular Risk in Diabetes blood pressure trial (ACCORD-BP) aimed to reveal previously undetected association patterns between individual components of the FRS and heterogeneity of treatment effects (HTEs) of intensive blood pressure control. Methods A self-organizing map (SOM) methodology was applied to identify CVD-risk-specific subgroups in the SPRINT (n = 8,773), and the trained SOM was utilized directly in 4,495 patients from the ACCORD. The primary endpoints were myocardial infarction (MI), non-myocardial infarction acute coronary syndrome (non-MI ACS), stroke, heart failure (HF), death from CVD causes, and a primary composite cardiovascular outcome. Cox proportional hazards models were then used to explore the potential heterogeneous response to intensive SBP control. Results We identified four SOM-based subgroups with distinct individual components of FRS profiles and the CVD risk. For individuals with type 2 diabetes mellitus (T2DM) in the ACCORD or without diabetes in the SPRINT, subgroup I characterized by male with the lowest concentrations for total cholesterol (TC) and high-density lipoprotein (HDL) cholesterol measures, experienced the highest risk for major CVD. Conversely, subgroup III characterized by a female with the highest values for these measures represented as the lowest CVD risk. Furthermore, subgroup II, with the highest systolic blood pressure (SBP) and no antihypertensive agent use at baseline, had a significantly greater frequency of non-MI ACS under intensive BP control, the number needed to harm (NNH) was 84.24 to cause 1 non-MI ACS [absolute risk reduction (ARR) = −1.19%; 95% CI: −2.08, −0.29%] in the SPRINT [hazard ratio (HR) = 3.62; 95% CI: 1.33, 9.81; P = 0.012], and the NNH of was 43.19 to cause 1 non-MI ACS (ARR = −2.32%; 95% CI: −4.63, 0.00%) in the ACCORD (HR = 1.81; 95% CI: 1.01–3.25; P = 0.046). Finally, subgroup IV characterized by mostly younger patients with antihypertensive medication use and smoking history represented the lowest risk for stroke, HF, and relatively low risk for death from CVD causes and primary composite CVD outcome in SPRINT, however, except stroke, a low risk for others were not observed in ACCORD. Conclusion Similar findings in patients with hypertensive with T2DM or without diabetes by multivariate subgrouping suggested that the individual components of the FRS could enrich or improve CVD risk assessment. Further research was required to clarify the potential mechanism.
Collapse
Affiliation(s)
- Yaqian Wu
- Department of Biostatistics, Nanjing Medical University, Nanjing, China
| | - Jianling Bai
- Department of Biostatistics, Nanjing Medical University, Nanjing, China
- Key Laboratory of Medical Big Data Research and Application, Nanjing Medical University, Nanjing, China
| | - Mingzhi Zhang
- Department of Biostatistics, Nanjing Medical University, Nanjing, China
| | - Fang Shao
- Department of Biostatistics, Nanjing Medical University, Nanjing, China
| | - Honggang Yi
- Department of Biostatistics, Nanjing Medical University, Nanjing, China
| | - Dongfang You
- Department of Biostatistics, Nanjing Medical University, Nanjing, China
- Dongfang You
| | - Yang Zhao
- Department of Biostatistics, Nanjing Medical University, Nanjing, China
- Key Laboratory of Medical Big Data Research and Application, Nanjing Medical University, Nanjing, China
- Jiangsu Provincial Key Laboratory of Biomarkers of Cancer Prevention and Control, Nanjing Medical University, Nanjing, China
- Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, China
- Key Laboratory of Modern Toxicology, Nanjing Medical University, Nanjing, China
- *Correspondence: Yang Zhao
| |
Collapse
|
24
|
Jeong S, Lee G, Choi S, Kim KH, Chang J, Kim SM, Kim K, Son JS, Cho Y, Park SM. Estimating Risk of Cardiovascular Disease Among Long-Term Colorectal Cancer Survivors: A Nationwide Cohort Study. Front Cardiovasc Med 2022; 8:721107. [PMID: 35111822 PMCID: PMC8801493 DOI: 10.3389/fcvm.2021.721107] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2021] [Accepted: 12/07/2021] [Indexed: 12/23/2022] Open
Abstract
Background Concerns about a growing number of colorectal cancer survivors have emerged regarding cardiovascular disease (CVD) risks. However, there is not yet a predictive tool that can estimate CVD risk and support the management of healthcare as well as disease prevention in terms of CVD risk among long-term colorectal cancer survivors. Aim To develop predictive tools to estimate individualized overall and each subtype of CVD risk using a nationwide cohort in South Korea. Methods and Results A total of 4,709 newly diagnosed patients with colorectal cancer who survived at least 5 years in the National Health Insurance System were analyzed. Cox proportional hazard regression was used for the identification of independent risk factors for the derivation of predictive nomograms, which were validated in an independent cohort (n = 3,957). Age, fasting serum glucose, γ-glutamyl transpeptidase, Charlson comorbidity index, household income, body mass index, history of chemotherapy, cigarette smoking, and alcohol consumption were identified as independent risk factors for either overall CVD or each subtype of CVD subtype. Based on the identified independent risk factors, six independent nomograms for each CVD category were developed. Validation by an independent cohort demonstrated a good calibration with a median C-index of 0.687. According to the nomogram-derived median score, relative risks of 2.643, 1.821, 4.656, 2.629, 4.248, and 5.994 were found for overall CVD, ischemic heart disease, myocardial infarction, total stroke, ischemic stroke, and hemorrhage stroke in the validation cohort. Conclusions The predictive tools were developed with satisfactory accuracy. The derived nomograms may support the estimation of overall and individual CVD risk for long-term colorectal cancer survivors.
Collapse
Affiliation(s)
- Seogsong Jeong
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, South Korea
| | - Gyeongsil Lee
- Department of Family Medicine, Seoul National University Hospital, Seoul, South Korea
| | - Seulggie Choi
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, South Korea
| | - Kyae Hyung Kim
- Department of Family Medicine, Seoul National University Hospital, Seoul, South Korea
| | - Jooyoung Chang
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, South Korea
| | - Sung Min Kim
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, South Korea
| | - Kyuwoong Kim
- National Cancer Control Institute, National Cancer Center, Goyang-si, South Korea
| | - Joung Sik Son
- Department of Family Medicine, Korea University Guro Hospital, Seoul, South Korea
| | - Yoosun Cho
- Total Healthcare Center, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Sang Min Park
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, South Korea
- Department of Family Medicine, Seoul National University Hospital, Seoul, South Korea
- *Correspondence: Sang Min Park
| |
Collapse
|
25
|
Riesgo cardiovascular en la población anciana española. Escala de riesgo EPICARDIAN. Rev Clin Esp 2022. [DOI: 10.1016/j.rce.2021.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
|
26
|
Chantakeeree C, Sormunen M, Estola M, Jullamate P, Turunen H. Factors Affecting Quality of Life among Older Adults with Hypertension in Urban and Rural Areas in Thailand: A Cross-Sectional Study. Int J Aging Hum Dev 2021; 95:222-244. [PMID: 34931879 PMCID: PMC9316351 DOI: 10.1177/00914150211050880] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
This study explored factors affecting quality of life in older adults with
hypertension by comparing those living in urban and rural areas. A
cross-sectional study was conducted on 420 older adults living in urban and
rural areas in Thailand. Data were collected using the WHOQOL-OLD and
Health-Promoting Lifestyle Profile-II tools, which measured quality of life and
health-promoting behaviors among the participants. Older adults in urban areas
had higher quality of life scores than those in rural locations.
Health-promoting behaviors significantly predicted higher quality of life for
all residents. A high perceived health status predicted increase of quality of
life in urban residents, whereas the presence of comorbidity effects decreased
quality of life. A longer hypertension duration predicted higher quality of life
in rural residents. These findings suggest that healthy behaviors and
self-management interventions are critical to improve quality of life in older
Thai adults with hypertension.
Collapse
Affiliation(s)
- Chonticha Chantakeeree
- Department of Nursing Science, Faculty of Health Sciences, 101232University of Eastern Finland, Box 1627, 70211, Kuopio, Finland.,Gerontological Nursing Division, Faculty of Nursing, 37688Burapha University, 169 Long-Hard Bangsaen Road, Tambon Saensook, Amphur Muang, Chonburi, 20131, Thailand
| | - Marjorita Sormunen
- Institute of Public Health and Clinical Nutrition, Department of Medicine, Faculty of Health Sciences, 205537University of Eastern Finland, Box 1627, 70211, Kuopio, Finland
| | - Matti Estola
- Faculty of Social Sciences (Joensuu Campus), 122208University of Eastern Finland, Box 111, 80101, Joensuu, Finland
| | - Pornchai Jullamate
- Gerontological Nursing Division, Faculty of Nursing, 37688Burapha University, 169 Long-Hard Bangsaen Road, Tambon Saensook, Amphur Muang, Chonburi, 20131, Thailand
| | - Hannele Turunen
- Department of Nursing Science, Faculty of Health Sciences, 101232University of Eastern Finland, Box 1627, 70211, Kuopio, Finland.,60650Kuopio University Hospital, Box 100, 70029 KYS
| |
Collapse
|
27
|
Wanders L, Aengevaeren VL, Kersten BTP, Klok JM, van Mil ACCM, Carter HH, Dawson EA, Eijsvogels TMH, Hopman MTE, Thijssen DHJ. Traditional and Nontraditional Cardiovascular Risk Factors in Active Octogenarians Who Develop Cardiovascular Events. J Am Med Dir Assoc 2021; 23:1427-1429. [PMID: 34953782 DOI: 10.1016/j.jamda.2021.11.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Revised: 11/24/2021] [Accepted: 11/26/2021] [Indexed: 11/24/2022]
Affiliation(s)
- Lisa Wanders
- Radboud Institute for Health Sciences, Department of Physiology, Radboud university medical center, Nijmegen, the Netherlands; TiFN, Wageningen, the Netherlands
| | - Vincent L Aengevaeren
- Radboud Institute for Health Sciences, Department of Physiology, Radboud university medical center, Nijmegen, the Netherlands
| | - Bregina T P Kersten
- Radboud Institute for Health Sciences, Department of Physiology, Radboud university medical center, Nijmegen, the Netherlands
| | - Johanna M Klok
- Radboud Institute for Health Sciences, Department of Physiology, Radboud university medical center, Nijmegen, the Netherlands
| | - Anke C C M van Mil
- Radboud Institute for Health Sciences, Department of Physiology, Radboud university medical center, Nijmegen, the Netherlands; Research Institute for Sport and Exercise Sciences, Liverpool John Moores University, Liverpool, United Kingdom
| | - Howard H Carter
- Department of Nutrition, Exercise, and Sports, University of Copenhagen, Copenhagen, Denmark
| | - Ellen A Dawson
- Research Institute for Sport and Exercise Sciences, Liverpool John Moores University, Liverpool, United Kingdom
| | - Thijs M H Eijsvogels
- Radboud Institute for Health Sciences, Department of Physiology, Radboud university medical center, Nijmegen, the Netherlands
| | - Maria T E Hopman
- Radboud Institute for Health Sciences, Department of Physiology, Radboud university medical center, Nijmegen, the Netherlands
| | - Dick H J Thijssen
- Radboud Institute for Health Sciences, Department of Physiology, Radboud university medical center, Nijmegen, the Netherlands; Research Institute for Sport and Exercise Sciences, Liverpool John Moores University, Liverpool, United Kingdom
| |
Collapse
|
28
|
Effects of "Bacuri" Seed Butter ( Platonia insignis Mart.) on Metabolic Parameters in Hamsters with Diet-Induced Hypercholesterolemia. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2021; 2021:5584965. [PMID: 34912463 PMCID: PMC8668334 DOI: 10.1155/2021/5584965] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 11/08/2021] [Indexed: 01/04/2023]
Abstract
This study aimed to evaluate the effects of the treatment with bacuri seed butter (BB) on body weight, growth, body mass index, lipid profile, atherosclerotic indices, and liver function in dyslipidemic hamsters. Freshly weaned, male hamsters were divided into four groups: (1) normal group (NG)—maintained with standard chow (AIN-93G); (2) dyslipidemia group (DG)—maintained with hyperlipidemic chow (AIN-93G modified) throughout the follow-up period; (3) bacuri seed butter 25 mg/kg/day (BB-25); and (4) bacuri seed butter 50 mg/kg/day (BB-50). BB groups (25 and 50 mg/kg/day) were also maintained with hyperlipidemic chow throughout the follow-up period, and the treatment started after 21 days receiving a hyperlipidemic diet to induce hypercholesterolemia and maintained for 28 days. No significant differences in triglycerides and total cholesterol were observed for BB-25 and BB-50 groups when compared with NG and DG groups. On the contrary, BB-25 and BB-50 induced both increase of HDL-c (51.40 ± 1.69 and 51.00 ± 2.34, respectively) and decrease of LDL-c (103.80 ± 6.87 and 100.50 ± 3.95, respectively) when compared with DG (41.00 ± 2.94 and 132.70 ± 9.41, respectively). In addition, BB promoted a reduction in the risk of atherosclerotic disease by decreasing (p < 0.05) the atherogenic index, coronary artery risk index, and LDL/CT ratio (p < 0.05) and increasing HDL/CT ratio. On the contrary, no changes were observed in total cholesterol and triglyceride levels or in body weight, growth, body mass index, or liver function parameters. Thus, bacuri seed butter at doses of 25 and 50 mg/kg/day has positive repercussions on the lipid profile, more precisely on plasma HDL-c and LDL-c, and additionally promotes reduction in the risk of atherosclerosis in hamsters.
Collapse
|
29
|
Sinning C, Makarova N, Völzke H, Schnabel RB, Ojeda F, Dörr M, Felix SB, Koenig W, Peters A, Rathmann W, Schöttker B, Brenner H, Veronesi G, Cesana G, Brambilla P, Palosaari T, Kuulasmaa K, Njølstad I, Mathiesen EB, Wilsgaard T, Blankenberg S, Söderberg S, Ferrario MM, Thorand B. Association of glycated hemoglobin A 1c levels with cardiovascular outcomes in the general population: results from the BiomarCaRE (Biomarker for Cardiovascular Risk Assessment in Europe) consortium. Cardiovasc Diabetol 2021; 20:223. [PMID: 34781939 PMCID: PMC8594211 DOI: 10.1186/s12933-021-01413-4] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Accepted: 11/04/2021] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Biomarkers may contribute to improved cardiovascular risk estimation. Glycated hemoglobin A1c (HbA1c) is used to monitor the quality of diabetes treatment. Its strength of association with cardiovascular outcomes in the general population remains uncertain. This study aims to assess the association of HbA1c with cardiovascular outcomes in the general population. METHODS Data from six prospective population-based cohort studies across Europe comprising 36,180 participants were analyzed. HbA1c was evaluated in conjunction with classical cardiovascular risk factors (CVRFs) for association with cardiovascular mortality, cardiovascular disease (CVD) incidence, and overall mortality in subjects without diabetes (N = 32,496) and with diabetes (N = 3684). RESULTS Kaplan-Meier curves showed higher event rates with increasing HbA1c levels (log-rank-test: p < 0.001). Cox regression analysis revealed significant associations between HbA1c (in mmol/mol) in the total study population and the examined outcomes. Thus, a hazard ratio (HR) of 1.16 (95% confidence interval (CI) 1.02-1.31, p = 0.02) for cardiovascular mortality, 1.13 (95% CI 1.03-1.24, p = 0.01) for CVD incidence, and 1.09 (95% CI 1.02-1.17, p = 0.01) for overall mortality was observed per 10 mmol/mol increase in HbA1c. The association with CVD incidence and overall mortality was also observed in study participants without diabetes with increased HbA1c levels (HR 1.12; 95% CI 1.01-1.25, p = 0.04) and HR 1.10; 95% CI 1.01-1.20, p = 0.02) respectively. HbA1c cut-off values of 39.9 mmol/mol (5.8%), 36.6 mmol/mol (5.5%), and 38.8 mmol/mol (5.7%) for cardiovascular mortality, CVD incidence, and overall mortality, showed also an increased risk. CONCLUSIONS HbA1c is independently associated with cardiovascular mortality, overall mortality and cardiovascular disease in the general European population. A mostly monotonically increasing relationship was observed between HbA1c levels and outcomes. Elevated HbA1c levels were associated with cardiovascular disease incidence and overall mortality in participants without diabetes underlining the importance of HbA1c levels in the overall population.
Collapse
Affiliation(s)
- Christoph Sinning
- Department of Cardiology, University Heart & Vascular Center Hamburg, Martinistr. 52, 20246, Hamburg, Germany.
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Lübeck, Hamburg, Germany.
| | - Nataliya Makarova
- Institute for Health Services Research in Dermatology and Nursing (IVDP), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Henry Völzke
- Department of Study of Health in Pomerania/Clinical-Epidemiological Research, Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Greifswald, Greifswald, Germany
| | - Renate B Schnabel
- Department of Cardiology, University Heart & Vascular Center Hamburg, Martinistr. 52, 20246, Hamburg, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Lübeck, Hamburg, Germany
| | - Francisco Ojeda
- Department of Cardiology, University Heart & Vascular Center Hamburg, Martinistr. 52, 20246, Hamburg, Germany
| | - Marcus Dörr
- German Center for Cardiovascular Research (DZHK), Partner Site Greifswald, Greifswald, Germany
- Department of Internal Medicine B, University of Medicine Greifswald, Greifswald, Germany
| | - Stephan B Felix
- German Center for Cardiovascular Research (DZHK), Partner Site Greifswald, Greifswald, Germany
- Department of Internal Medicine B, University of Medicine Greifswald, Greifswald, Germany
| | - Wolfgang Koenig
- German Heart Center Munich, Technical University, Munich, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Munich Heart Alliance, Munich, Germany
- Institute of Epidemiology and Medical Biometry, University of Ulm, Ulm, Germany
| | - Annette Peters
- German Research Center for Environmental Health, Institute of Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
| | - Wolfgang Rathmann
- Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Institute for Diabetes Research at Heinrich Heine University, Düsseldorf, Germany
| | - Ben Schöttker
- Division of Clinical Epidemiology and Ageing Research, German Cancer Research Center, Heidelberg, Germany
- Network Aging Research, University of Heidelberg, Heidelberg, Germany
| | - Hermann Brenner
- Division of Clinical Epidemiology and Ageing Research, German Cancer Research Center, Heidelberg, Germany
- Network Aging Research, University of Heidelberg, Heidelberg, Germany
| | - Giovanni Veronesi
- Department of Medicine and Surgery, EPIMED Research Center, University of Insubria at Varese, Varese, Italy
| | - Giancarlo Cesana
- Department of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
| | - Paolo Brambilla
- Department of Medicine and Surgery, University of Milano-Bicocca, Milan, Italy
| | - Tarja Palosaari
- Finnish Institute for Health and Welfare, Division Public Health and Welfare, Helsinki, Finland
| | - Kari Kuulasmaa
- Finnish Institute for Health and Welfare, Division Public Health and Welfare, Helsinki, Finland
| | - Inger Njølstad
- Department of Community Medicine, UiT The Arctic University of Norway, Tromsö, Norway
| | - Ellisiv Bøgeberg Mathiesen
- Brain and Circulation Research Group, UiT The Arctic University of Norway, Tromsö, Norway
- Neurological Department, University Hospital of North Norway, Tromsö, Norway
| | - Tom Wilsgaard
- Department of Community Medicine, UiT The Arctic University of Norway, Tromsö, Norway
| | - Stefan Blankenberg
- Department of Cardiology, University Heart & Vascular Center Hamburg, Martinistr. 52, 20246, Hamburg, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Hamburg/Kiel/Lübeck, Hamburg, Germany
| | - Stefan Söderberg
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Marco M Ferrario
- Department of Medicine and Surgery, EPIMED Research Center, University of Insubria at Varese, Varese, Italy
| | - Barbara Thorand
- German Research Center for Environmental Health, Institute of Epidemiology, Helmholtz Zentrum München, Neuherberg, Germany
- German Center for Diabetes Research (DZD), Munich, Neuherberg, Germany
| |
Collapse
|
30
|
Gabriel R, Muñiz J, Vega S, Moral I, Pérez Castro TR, Rodriguez-Salvanés F, Suárez C, Novella B, Brotons C. Cardiovascular risk in the elderly population of Spain. The EPICARDIAN risk score. Rev Clin Esp 2021; 222:13-21. [PMID: 34565710 DOI: 10.1016/j.rceng.2021.05.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Accepted: 05/01/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND AND OBJECTIVES Cardiovascular risk estimation in people over 70 years of age is problematic. Most scores have been created based on cohorts of middle-aged people, with an underrepresentation of older adults. The predictive power of classical cardiovascular risk factors declines with age. The aim of this work is to develop a specific score for estimating cardiovascular risk among the elderly population in Spain. METHODS This work is a population-based cohort established in 1995. SETTING Three geographical areas of Spain (Madrid, Ávila, and Lugo). PARTICIPANTS 3,729 people older than 64 years with no cardiovascular diseases (CVD) at baseline. MEASUREMENTS Suspected fatal and nonfatal CVD (both coronary heart disease and stroke) were investigated annually and confirmed using the WHO-MONICA criteria. All participants were followed-up on until occurrence of a first CVD event, until death, or until December 31, 2015. RESULTS Age was the strongest predictor of CVD at 10 years in both men and women. In men, variables associated with CVD were high blood pressure treatment (HR: 1.35; 95% CI: 1.067-1.710), diabetes (HR: 1.359; 95% CI: 0.997-1.852), and smoking (HR: 1.207; 95% CI: 0.945-1.541) and in women, the variables were smoking (HR: 1.881; 95% CI: 1.356-2.609) and diabetes (HR: 1.285; 95% CI: 0.967-1.707). Total cholesterol did not increase the risk of CVD in men or women. However, total cholesterol levels >200 mg/dL were inversely associated with 10-year risk of CVD in men and women. CONCLUSIONS In elderly Spanish men, total CVD at 10 years is significantly increased by age, diabetes, and antihypertensive treatment and in elderly Spanish women by diabetes and smoking. Total cholesterol levels did not increase the risk of CVD, particularly in males.
Collapse
Affiliation(s)
- R Gabriel
- Departamento de Salud Internacional, Escuela Nacional de Sanidad, Instituto de Salud Carlos III, Madrid, Spain.
| | - J Muñiz
- Instituto Universitario de Ciencias de la Salud, Universidad de La Coruña, A Coruña, Spain
| | - S Vega
- Centro de Salud de Arévalo, SACyL, Arévalo, Ávila, Spain
| | - I Moral
- Unidad de Investigación, EAP Sardenya-IIB, Barcelona, Spain
| | - T R Pérez Castro
- Instituto Universitario de Ciencias de la Salud, Universidad de La Coruña, A Coruña, Spain
| | - F Rodriguez-Salvanés
- Instituto de Investigación Sanitaria Hospital Universitario de La Princesa, Madrid, Spain
| | - C Suárez
- Instituto de Investigación Sanitaria Hospital Universitario de La Princesa, Madrid, Spain
| | - B Novella
- Instituto de Investigación Sanitaria Hospital Universitario de La Princesa, Madrid, Spain
| | - C Brotons
- Unidad de Investigación, EAP Sardenya-IIB, Barcelona, Spain
| | | |
Collapse
|
31
|
Sun JH, Liu XK, Zhang Q, Zhang QH. Study on the correlation between Left Ventricular Hypertrophy and Coronary Artery disease in the very elderly patients with hypertension. Pak J Med Sci 2021; 37:1382-1386. [PMID: 34475916 PMCID: PMC8377890 DOI: 10.12669/pjms.37.5.4135] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Revised: 04/06/2021] [Accepted: 05/05/2021] [Indexed: 11/15/2022] Open
Abstract
Objective: To investigate the relationship between left ventricular hypertrophy (LVH) and coronary artery disease in the very elderly (over 80 years old) patients with hypertension. Methods: One hundred twenty cases of very elderly patients with hypertension admitted to our hospital from March 2018 to December 2020 were selected and divided into two groups: the LVH group and the non-LVH group, all of whom were older aged over 80 years, including 62 patients in the LVH group and 58 patients in the non-LVH group. All patients underwent cardiac color Doppler ultrasound examination, 24-hour dynamic ECG examination, and coronary angiography or coronary CTA examination. The clinical data of the two groups were analyzed statistically. Results: There were significant differences in the number of diseased vessels, degree of coronary stenosis and vascular calcification between the two groups (P<0.05). Moreover, the results of risk factors for the degree of coronary artery disease in the two groups showed that the history of diabetes, 2hPG and LVH were independent risk factors for the three-vessel disease, while the history of LVH, FPG and alcohol intake were independent risk factors for diffuse lesions, but there was no statistical difference in the correlation between them and the degree of coronary stenosis. Conclusion: LVH is an independent risk factor for coronary artery stenosis and calcification in the very elderly patients with hypertension, but there is no statistical difference in the correlation between LVH and the degree of coronary stenosis.
Collapse
Affiliation(s)
- Jian-Hua Sun
- Jian-hua Sun, Department of Cardiology, Tangshan Workers' Hospital, Tangshan, Hebei, P.R. China
| | - Xiao-Kun Liu
- Xiao-kun Liu, Department of Cardiology, Tangshan Workers' Hospital, Tangshan, Hebei, P.R. China
| | - Qi Zhang
- Qi Zhang, Department of Cardiology, Tangshan Workers' Hospital, Tangshan, Hebei, P.R. China
| | - Qing-Hua Zhang
- Qing-hua Zhang Department of Cardiology, Tangshan Workers' Hospital, Tangshan, Hebei, P.R. China
| |
Collapse
|
32
|
Internal-external cross-validation helped to evaluate the generalizability of prediction models in large clustered datasets. J Clin Epidemiol 2021; 137:83-91. [PMID: 33836256 DOI: 10.1016/j.jclinepi.2021.03.025] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Revised: 03/05/2021] [Accepted: 03/29/2021] [Indexed: 12/23/2022]
Abstract
OBJECTIVE To illustrate how to evaluate the need of complex strategies for developing generalizable prediction models in large clustered datasets. STUDY DESIGN AND SETTING We developed eight Cox regression models to estimate the risk of heart failure using a large population-level dataset. These models differed in the number of predictors, the functional form of the predictor effects (non-linear effects and interaction) and the estimation method (maximum likelihood and penalization). Internal-external cross-validation was used to evaluate the models' generalizability across the included general practices. RESULTS Among 871,687 individuals from 225 general practices, 43,987 (5.5%) developed heart failure during a median follow-up time of 5.8 years. For discrimination, the simplest prediction model yielded a good concordance statistic, which was not much improved by adopting complex strategies. Between-practice heterogeneity in discrimination was similar in all models. For calibration, the simplest model performed satisfactorily. Although accounting for non-linear effects and interaction slightly improved the calibration slope, it also led to more heterogeneity in the observed/expected ratio. Similar results were found in a second case study involving patients with stroke. CONCLUSION In large clustered datasets, prediction model studies may adopt internal-external cross-validation to evaluate the generalizability of competing models, and to identify promising modelling strategies.
Collapse
|
33
|
Sinaga E, Suprihatin, Yenisbar, Iswahyudi M, Setyowati S, Prasasty VD. Effect of supplementation of Rhodomyrtus tomentosa fruit juice in preventing hypercholesterolemia and atherosclerosis development in rats fed with high fat high cholesterol diet. Biomed Pharmacother 2021; 142:111996. [PMID: 34388525 DOI: 10.1016/j.biopha.2021.111996] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Revised: 07/26/2021] [Accepted: 08/01/2021] [Indexed: 10/20/2022] Open
Abstract
Cardiovascular diseases (CVDs) are the leading cause of death worldwide. Nutraceuticals, mainly based on natural products, have been proven to control the risk factors of CVDs effectively. Rhodomyrtus tomentosa is an underutilized fruit that is rich in phenolic compounds and has antioxidant activities. Scientific investigation was needed to verify the pharmacological properties of R. tomentosa fruit juice in Sprague-Dawley rats fed with high fat high cholesterol (HFHC) as antihypercholesterolemic and antiatherosclerotic agents. The experiments were carried out using male albino rats fed with HFHC diet for 75 days and at the same time orally supplemented with R. tomentosa fruit juice (RTFJ) in doses of 0.5, 1, and 2 g/kg body weight (BW) daily for 75 days. Simvastatin was used as a positive control. At the end of the experiment, the blood was collected, and the serum was assayed for total triglycerides (TG), total cholesterol (TC), low-density lipoprotein (LDL-C), and high-density lipoprotein (HDL-C). The histopathology of coronary and aorta arteries was observed under the light microscope. The results demonstrated that the supplementation of RTFJ significantly prevented the increase of total triglycerides, total cholesterol, low-density lipoprotein, and the decrease of high-density lipoprotein in serum. Supplementation of RTFJ also prevents atherosclerosis development by preventing the thickening of the blood vessel wall, deposition of lipid formation, and foam cells in the tunica intima of the aorta and coronary arteries. These findings suggested that supplementation of R. tomentosa fruit juice prevents hypercholesterolemia and atherosclerosis.
Collapse
Affiliation(s)
- Ernawati Sinaga
- Faculty of Biology, Universitas Nasional, Jakarta 12520, Indonesia; Center for Medicinal Plants Research, Universitas Nasional, Jakarta 12520, Indonesia.
| | - Suprihatin
- Faculty of Health Sciences, Universitas Nasional, Jakarta 12520, Indonesia
| | - Yenisbar
- Faculty of Agriculture, Universitas Nasional, Jakarta 12520, Indonesia
| | - Mardian Iswahyudi
- Faculty of Biology, Universitas Nasional, Jakarta 12520, Indonesia; Cipto Mangunkusumo National Central General Hospital, Jakarta 10430, Indonesia
| | - Sarwi Setyowati
- Faculty of Biology, Universitas Nasional, Jakarta 12520, Indonesia
| | - Vivitri D Prasasty
- Faculty of Biotechnology, Atma Jaya Catholic University of Indonesia, Jakarta 12930, Indonesia.
| |
Collapse
|
34
|
Zhang X, Zhang J, Wu Y, Nan B, Huang Q, Du X, Tian M, Liu L, Xin Y, Li Y, Duan J, Chen R, Sun Z, Shen H. Dynamic recovery after acute single fine particulate matter exposure in male mice: Effect on lipid deregulation and cardiovascular alterations. JOURNAL OF HAZARDOUS MATERIALS 2021; 414:125504. [PMID: 33652219 DOI: 10.1016/j.jhazmat.2021.125504] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 02/18/2021] [Accepted: 02/21/2021] [Indexed: 06/12/2023]
Abstract
Many studies have linked airborne fine particulate matter (PM2.5) exposure to cardiovascular diseases. We performed a time-series analysis to investigate whether the disruption of lipid metabolism recovered or lasted after acute PM2.5 exposure in mice. Targeted lipidomic analysis showed that four major plasma membrane phospholipids along with cholesterol esters (CE) were significantly altered on 7th post-exposure day (PED7), and the alteration reached a peak on PED14. On PED21, the phosphatidylcholine (PC) decrease was more marked than on PED14, and its resurgence was indirectly linked to triglyceride (TG) increase. Homocysteine (HCY), lactate dehydrogenase (LDH), and α-hydroxybutyrate dehydrogenase (α-HBDH) levels increased but glucose levels decreased markedly in a dose- and time-dependent manner throughout the experimental period. Network analysis showed that the lasting lipid deregulation on PED21 correlated to myocardial markers and glucose interruption, during which high-density lipoprotein cholesterol (HDL-C) decreased. The present data implied that the constructional membrane lipids were initially interrupted by PM2.5, and the subsequent rehabilitation resulted in the deregulation of storage lipids; the parallel myocardial and glucose effects may be enhanced by the lasting HDL-C lipid deregulation on PED21. These myocardial and lipidomic events were early indicators of cardiovascular risk, resulting from subsequent exposure to and accumulation of PM2.5.
Collapse
Affiliation(s)
- Xi Zhang
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China
| | - Jie Zhang
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen 361102, PR China
| | - Yan Wu
- Department of Health Inspection and Quarantine, School of Public Health, Fujian Medical University, Fuzhou, Fujian 350122, PR China
| | - Bingru Nan
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China
| | - Qingyu Huang
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, PR China
| | - Xiaoyan Du
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China
| | - Meiping Tian
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, PR China
| | - Liangpo Liu
- School of Public Health, Shanxi Medical University, Taiyuan 030001, PR China
| | - Yuntian Xin
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China
| | - Yanbo Li
- Department of Toxicology and Sanitary Chemistry, School of Public Health, Capital Medical University, Beijing 100069, PR China; Beijing Key Laboratory of Environmental Toxicology, Capital Medical University, Beijing 100069, PR China
| | - Junchao Duan
- Department of Toxicology and Sanitary Chemistry, School of Public Health, Capital Medical University, Beijing 100069, PR China; Beijing Key Laboratory of Environmental Toxicology, Capital Medical University, Beijing 100069, PR China
| | - Rui Chen
- Department of Toxicology and Sanitary Chemistry, School of Public Health, Capital Medical University, Beijing 100069, PR China; Beijing Key Laboratory of Environmental Toxicology, Capital Medical University, Beijing 100069, PR China
| | - Zhiwei Sun
- Department of Toxicology and Sanitary Chemistry, School of Public Health, Capital Medical University, Beijing 100069, PR China; Beijing Key Laboratory of Environmental Toxicology, Capital Medical University, Beijing 100069, PR China
| | - Heqing Shen
- Key Laboratory of Urban Environment and Health, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen 361021, PR China; State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen 361102, PR China.
| |
Collapse
|
35
|
Mise K, Imamura M, Yamaguchi S, Watanabe M, Higuchi C, Katayama A, Miyamoto S, Uchida HA, Nakatsuka A, Eguchi J, Hida K, Nakato T, Tone A, Teshigawara S, Matsuoka T, Kamei S, Murakami K, Shimizu I, Miyashita K, Ando S, Nunoue T, Yoshida M, Yamada M, Shikata K, Wada J. Novel Urinary Glycan Biomarkers Predict Cardiovascular Events in Patients With Type 2 Diabetes: A Multicenter Prospective Study With 5-Year Follow Up (U-CARE Study 2). Front Cardiovasc Med 2021; 8:668059. [PMID: 34109226 PMCID: PMC8180567 DOI: 10.3389/fcvm.2021.668059] [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: 02/15/2021] [Accepted: 04/07/2021] [Indexed: 12/18/2022] Open
Abstract
Background: Although various biomarkers predict cardiovascular event (CVE) in patients with diabetes, the relationship of urinary glycan profile with CVE in patients with diabetes remains unclear. Methods: Among 680 patients with type 2 diabetes, we examined the baseline urinary glycan signals binding to 45 lectins with different specificities. Primary outcome was defined as CVE including cardiovascular disease, stroke, and peripheral arterial disease. Results: During approximately a 5-year follow-up period, 62 patients reached the endpoint. Cox proportional hazards analysis revealed that urinary glycan signals binding to two lectins were significantly associated with the outcome after adjustment for known indicators of CVE and for false discovery rate, as well as increased model fitness. Hazard ratios for these lectins (+1 SD for the glycan index) were UDA (recognizing glycan: mixture of Man5 to Man9): 1.78 (95% CI: 1.24–2.55, P = 0.002) and Calsepa [High-Man (Man2–6)]: 1.56 (1.19–2.04, P = 0.001). Common glycan binding to these lectins was high-mannose type of N-glycans. Moreover, adding glycan index for UDA to a model including known confounders improved the outcome prediction [Difference of Harrel's C-index: 0.028 (95% CI: 0.001–0.055, P = 0.044), net reclassification improvement at 5-year risk increased by 0.368 (0.045–0.692, P = 0.026), and the Akaike information criterion and Bayesian information criterion decreased from 725.7 to 716.5, and 761.8 to 757.2, respectively]. Conclusion: The urinary excretion of high-mannose glycan may be a valuable biomarker for improving prediction of CVE in patients with type 2 diabetes, and provides the rationale to explore the mechanism underlying abnormal N-glycosylation occurring in patients with diabetes at higher risk of CVE. Trial Registration: This study was registered with the University Hospital Medical Information Network on June 26, 2012 (Clinical trial number: UMIN000011525, URL: https://upload.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000013482).
Collapse
Affiliation(s)
- Koki Mise
- Department of Nephrology, Rheumatology, Endocrinology and Metabolism, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
| | - Mariko Imamura
- Department of Nephrology, Rheumatology, Endocrinology and Metabolism, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
| | - Satoshi Yamaguchi
- Department of Nephrology, Rheumatology, Endocrinology and Metabolism, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
| | - Mayu Watanabe
- Department of Nephrology, Rheumatology, Endocrinology and Metabolism, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
| | - Chigusa Higuchi
- Department of Nephrology, Rheumatology, Endocrinology and Metabolism, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
| | | | - Satoshi Miyamoto
- Center for Innovative Clinical Medicine, Okayama University Hospital, Okayama, Japan
| | - Haruhito A Uchida
- Department of Chronic Kidney Disease and Cardiovascular Disease, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
| | - Atsuko Nakatsuka
- Department of Nephrology, Rheumatology, Endocrinology and Metabolism, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
| | - Jun Eguchi
- Department of Nephrology, Rheumatology, Endocrinology and Metabolism, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
| | - Kazuyuki Hida
- Department of Diabetology and Metabolism, National Hospital Organization Okayama Medical Center, Okayama, Japan
| | | | | | | | | | | | | | - Ikki Shimizu
- The Sakakibara Heart Institute of Okayama, Okayama, Japan
| | | | | | | | - Michihiro Yoshida
- Center for Innovative Clinical Medicine, Okayama University Hospital, Okayama, Japan
| | | | - Kenichi Shikata
- Center for Innovative Clinical Medicine, Okayama University Hospital, Okayama, Japan
| | - Jun Wada
- Department of Nephrology, Rheumatology, Endocrinology and Metabolism, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan
| |
Collapse
|
36
|
Association between Dyslipidemia and Mercury Exposure in Adults. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18020775. [PMID: 33477628 PMCID: PMC7831478 DOI: 10.3390/ijerph18020775] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/26/2020] [Revised: 01/13/2021] [Accepted: 01/15/2021] [Indexed: 12/26/2022]
Abstract
Background-Dyslipidemia is one of the prominent risk factors for cardiovascular disease, which is the leading cause of death worldwide. Dyslipidemia has various causes, including metabolic capacity, genetic problems, physical inactivity, and dietary habits. This study aimed to determine the association between dyslipidemia and exposure to heavy metals in adults. Methods-Using data from the seventh Korean National Health and Nutrition Examination Survey (2016-2017), 5345 participants aged ≥20 years who were tested for heavy metal levels were analyzed in this study. Multiple logistic regression was conducted to assess the factors affecting the prevalence of dyslipidemia. Results-The risks of dyslipidemia among all and male participants with mercury (Hg) levels of ≥2.75 μg/L (corresponding to the Korean average level) were 1.273 and 1.699 times higher than in those with levels of <2.75 μg/L, respectively. The factors that significantly affected the dyslipidemia risk were age, household income, body mass index, and subjective health status in both males and females. Conclusions-In adult males, exposure to Hg at higher-than-average levels was positively associated with dyslipidemia. These results provide a basis for targeted prevention strategies for dyslipidemia using lifestyle guidelines for reducing Hg exposure and healthy behavioral interventions.
Collapse
|