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Kaur-Gill S. "They [Doctors] Don't Really Know What We're Actually Experiencing": Undoing Racializing Frames of Heart Health in Singapore by Centering Listening as Method. HEALTH COMMUNICATION 2024:1-11. [PMID: 38853488 DOI: 10.1080/10410236.2024.2365494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2024]
Abstract
The mainstream media and local health campaigns in Singapore racialize heart health disparities. Journalists and campaigners report differences in heart health outcomes from a model of race governance known as the Chinese, Malay, Indian, and Others (CMIO) model. This model is then used to frame heart health inequities as an outcome of poor cultural practices and behaviors tied to race. To (un)do the racializing frames of heart health as outcomes of cultural behaviors and practices, I instead center stories of heart health management by Malay participants from lower-income households, identifying the role information asymmetries play in incomplete heart health information retrieval during interactions with providers (social service providers, healthcare workers, doctors, nurses). Cultural and community resources were discussed as critical resources for alleviating urgent heart health episodes or assisting as guides for preventative heart health information. Health campaigners must delve deeper into these findings for more structurally responsive heart health interventions and move away from racializing health disparities based on the CMIO model.
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Loo G, Puar T, Foo R, Ong TK, Wang TD, Nguyen QN, Chin CT, Chin CWL. Unique characteristics of Asians with hypertension: what is known and what can be done? J Hypertens 2024:00004872-990000000-00426. [PMID: 38509747 DOI: 10.1097/hjh.0000000000003706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/22/2024]
Abstract
Hypertension remains the leading modifiable risk factor for cardiovascular disease worldwide. Over the past 30 years, the prevalence of hypertension has been increasing in East and Southeast Asia to a greater extent as compared with other Western countries. Asians with hypertension have unique characteristics. This can be attributed to increased impact of obesity on Asians with hypertension, excessive salt intake and increased salt sensitivity, loss of diurnal rhythm in blood pressure and primary aldosteronism. The impact of hypertension on cardiovascular (particularly strokes) and chronic kidney disease is greater in Asians. These unique characteristics underpinned by the diverse socioeconomic backgrounds pose its own challenges in the diagnosis and management of hypertension in Asia.
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Affiliation(s)
- Germaine Loo
- Department of Cardiology, National Heart Centre Singapore
| | - Troy Puar
- Department of Endocrinology, Changi General Hospital
- Cardiovascular Centre and Divisions of Cardiology and Hospital Medicine, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
- Medical ACP, Duke-NUS Medical School, Singapore
| | - Roger Foo
- Department of Cardiology, National University Heart Centre, National University Health System
- Cardiovascular Metabolic Disease Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Tiong Kiam Ong
- Department of Cardiology, Sarawak Heart Centre, Sarawak, Malaysia
| | - Tzung-Dau Wang
- Cardiovascular Centre and Divisions of Cardiology and Hospital Medicine, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | | | - Chee Tang Chin
- Department of Cardiology, National Heart Centre Singapore
- Cardiovascular ACP, Duke-NUS Medical School, Singapore
| | - Calvin W L Chin
- Department of Cardiology, National Heart Centre Singapore
- Cardiovascular ACP, Duke-NUS Medical School, Singapore
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Gao Q, Tan NC, Lee ML, Hsu W, Choo J. Comparative effectiveness of first-line antihypertensive drug classes on the maintenance of estimated glomerular filtration rate (eGFR) in real world primary care. Sci Rep 2023; 13:21225. [PMID: 38040765 PMCID: PMC10692108 DOI: 10.1038/s41598-023-48427-4] [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: 02/23/2023] [Accepted: 11/27/2023] [Indexed: 12/03/2023] Open
Abstract
Renin-angiotensin system inhibitors (RASi), particularly angiotensin-converting enzyme inhibitors (ACEIs) and angiotensin II receptor blockers (ARBs), are commonly used in the treatment of hypertension and are recommended for kidney protection. Uncertainty remains about the effectiveness of RASi being used as first-line antihypertensive therapy on eGFR maintenance compared to its alternatives, especially for those with no or early-stage chronic kidney disease (CKD). We conducted a retrospective cohort study of 19,499 individuals (mean age 64.1, 43.5% males) from primary care in Singapore with 4.5 median follow-up years. The study cohort included newly diagnosed individuals with hypertension (whose eGFR was mainly in CKD stages G1-G2) and initiated on ACEIs, ARBs, beta-blockers (BBs), calcium channel blockers (CCBs) or diuretics (Ds) as first-line antihypertensive monotherapy. We compared the estimated glomerular filtration rate (eGFR) curve before/after the drug initiation over time of patients under different drug classes and analyzed the time to declining to a more advanced stage CKD. Inverse probability of treatment weighting (IPTW) was used to adjust for baseline confounding factors. Two key findings were observed. First, after initiating antihypertensive drugs, the eGFR almost maintained the same as the baseline in the first follow-up year, compared with dropping 3 mL/min/1.73 m2 per year before drug initiation. Second, ARBs were observed to be slightly inferior to ACEIs (HR = 1.14, 95% CI = (1.04, 1.23)) and other antihypertensive agents (HR = 1.10, 95% CI = (1.01, 1.20)) in delaying eGFR decline to a more advanced CKD stage in the study population. Our results showed that initiating antihypertensive agents can significantly maintain eGFR for those newly diagnosed patients with hypertension. However, RASi may not be superior to other antihypertensive agents in maintaining eGFR levels for non-CKD or early stages CKD patients.
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Affiliation(s)
- Qiao Gao
- Institute of Data Science, National University of Singapore, Singapore, Singapore.
| | | | - Mong Li Lee
- Institute of Data Science, National University of Singapore, Singapore, Singapore
- School of Computing, National University of Singapore, Singapore, Singapore
| | - Wynne Hsu
- Institute of Data Science, National University of Singapore, Singapore, Singapore
- School of Computing, National University of Singapore, Singapore, Singapore
| | - Jason Choo
- Department of Renal Medicine, Singapore General Hospital, Singapore, Singapore
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Chew NW, Chong B, Kuo SM, Jayabaskaran J, Cai M, Zheng H, Goh R, Kong G, Chin YH, Imran SS, Liang M, Lim P, Yong TH, Liew BW, Chia PL, Ho HH, Foo D, Khoo D, Huang Z, Chua T, Tan JWC, Yeo KK, Hausenloy D, Sim HW, Kua J, Chan KH, Loh PH, Lim TW, Low AF, Chai P, Lee CH, Yeo TC, Yip J, Tan HC, Mamas MA, Nicholls SJ, Chan MY. Trends and predictions of metabolic risk factors for acute myocardial infarction: findings from a multiethnic nationwide cohort. THE LANCET REGIONAL HEALTH. WESTERN PACIFIC 2023; 37:100803. [PMID: 37693863 PMCID: PMC10485675 DOI: 10.1016/j.lanwpc.2023.100803] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Revised: 04/21/2023] [Accepted: 05/14/2023] [Indexed: 09/12/2023]
Abstract
Background Understanding the trajectories of metabolic risk factors for acute myocardial infarction (AMI) is necessary for healthcare policymaking. We estimated future projections of the incidence of metabolic diseases in a multi-ethnic population with AMI. Methods The incidence and mortality contributed by metabolic risk factors in the population with AMI (diabetes mellitus [T2DM], hypertension, hyperlipidemia, overweight/obesity, active/previous smokers) were projected up to year 2050, using linear and Poisson regression models based on the Singapore Myocardial Infarction Registry from 2007 to 2018. Forecast analysis was stratified based on age, sex and ethnicity. Findings From 2025 to 2050, the incidence of AMI is predicted to rise by 194.4% from 482 to 1418 per 100,000 population. The largest percentage increase in metabolic risk factors within the population with AMI is projected to be overweight/obesity (880.0% increase), followed by hypertension (248.7% increase), T2DM (215.7% increase), hyperlipidemia (205.0% increase), and active/previous smoking (164.8% increase). The number of AMI-related deaths is expected to increase by 294.7% in individuals with overweight/obesity, while mortality is predicted to decrease by 11.7% in hyperlipidemia, 29.9% in hypertension, 32.7% in T2DM and 49.6% in active/previous smokers, from 2025 to 2050. Compared with Chinese individuals, Indian and Malay individuals bear a disproportionate burden of overweight/obesity incidence and AMI-related mortality. Interpretation The incidence of AMI is projected to continue rising in the coming decades. Overweight/obesity will emerge as fastest-growing metabolic risk factor and the leading risk factor for AMI-related mortality. Funding This research was supported by the NUHS Seed Fund (NUHSRO/2022/058/RO5+6/Seed-Mar/03) and National Medical Research Council Research Training Fellowship (MOH-001131). The SMIR is a national, ministry-funded registry run by the National Registry of Diseases Office and funded by the Ministry of Health, Singapore.
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Affiliation(s)
- Nicholas W.S. Chew
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore
| | - Bryan Chong
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Si Min Kuo
- Policy, Research and Surveillance Division, Health Promotion Board, Singapore
| | | | - Mingshi Cai
- Policy, Research and Surveillance Division, Health Promotion Board, Singapore
| | | | - Rachel Goh
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Gwyneth Kong
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Yip Han Chin
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | | | | | | | | | | | | | | | | | | | - Zijuan Huang
- Department of Cardiology, National Heart Centre, Singapore
| | - Terrance Chua
- Department of Cardiology, National Heart Centre, Singapore
| | | | | | - Derek Hausenloy
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Cardiovascular & Metabolic Disorders Program, Duke-National University of Singapore Medical School, Singapore
- National Heart Research Institute Singapore, National Heart Centre, Singapore
- The Hatter Cardiovascular Institute, University College London, London, UK
| | - Hui Wen Sim
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore
- Department of Cardiology, Ng Teng Fong General Hospital, Singapore
| | - Jieli Kua
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore
- Department of Cardiology, Ng Teng Fong General Hospital, Singapore
| | - Koo Hui Chan
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore
| | - Poay Huan Loh
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore
- Department of Cardiology, Ng Teng Fong General Hospital, Singapore
| | - Toon Wei Lim
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore
| | - Adrian F. Low
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore
| | - Ping Chai
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore
| | - Chi Hang Lee
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore
| | - Tiong Cheng Yeo
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore
| | - James Yip
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore
| | - Huay Cheem Tan
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore
| | - Mamas A. Mamas
- Institute of Population Health, University of Manchester, Manchester, UK
- Keele Cardiac Research Group, Centre for Prognosis Research, Keele University, Stoke-on-Trent, UK
| | - Stephen J. Nicholls
- Victorian Heart Institute, Melbourne, Australia
- Monash Heart, Monash Health, Melbourne, Australia
| | - Mark Y. Chan
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of Cardiology, National University Heart Centre, National University Health System, Singapore
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Kario K, Hoshide S, Mogi M. Topics 2023 in Hypertension Research leading to guidelines in Asia. Hypertens Res 2023; 46:1357-1362. [PMID: 37271784 DOI: 10.1038/s41440-023-01285-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 04/05/2023] [Indexed: 06/06/2023]
Affiliation(s)
- Kazuomi Kario
- Division of Cardiovascular Medicine, Jichi Medical University School of Medicine, Tochigi, Japan.
| | - Satoshi Hoshide
- Division of Cardiovascular Medicine, Jichi Medical University School of Medicine, Tochigi, Japan
| | - Masaki Mogi
- Department of Pharmacology, Ehime University Graduate School of Medicine, Ehime, Japan
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Yang Y, He K, Zhang Y, Wu X, Chen W, Gu D, Zeng Z. Ethnicity Disparities in the Prevalence, Awareness, Treatment, and Control Rates of Hypertension in China. Int J Hypertens 2023; 2023:1432727. [PMID: 36959846 PMCID: PMC10030218 DOI: 10.1155/2023/1432727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Revised: 12/23/2022] [Accepted: 03/01/2023] [Indexed: 03/16/2023] Open
Abstract
Objectives Previous studies reported that there were disparities in hypertension management among different ethnic groups, and this study aimed to systematically determine the prevalence, awareness, treatment, and control rates of hypertension in multiple Chinese ethnic groups. Methods We searched Embase, PubMed, and Web of Science for articles up to 25 October, 2022. The pooled prevalence, awareness, treatment, and control rates of hypertension were estimated with 95% confidence intervals (CI). The heterogeneity of estimates among studies was assessed by the Cochran Q test and I 2 statistic. Meta-regression analyses were conducted to identify the factors influencing the heterogeneity of the pooled prevalence, awareness, treatment, and control rate of hypertension. Results In total, 45 publications including 193,788 cases and 587,826 subjects were eligible for the analyses. The lowest prevalence was found in the Han group (27.0%), and the highest prevalence was in the Mongolian population (39.8%). The awareness rates ranged from 24.4% to 58.0% in the four ethnic groups. Both the highest treatment and control rates were found in the Mongolian population (50.6% and 16.0%, respectively), whereas the Yi group had the lowest control rate (8.0%). In addition, the study year, the mean age of subjects, mean body mass index of subjects, tobacco use (%), alcohol use (%), residence (urban%), and education (primary school%) had varied effects on heterogeneity. Conclusions These findings highlight the disparities in prevalence, awareness, treatment, and control rates of hypertension in a different ethnic population of China, which could provide suggestions for making targeted prevention measures.
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Affiliation(s)
- Yanan Yang
- 1Department of Epidemiology and Statistics, Chengdu Medical College, Chengdu 610500, China
| | - Kunlin He
- 2Yibin Center for Disease Control and Prevention, Yibin 644000, China
| | - Yuewen Zhang
- 1Department of Epidemiology and Statistics, Chengdu Medical College, Chengdu 610500, China
| | - Xiuming Wu
- 1Department of Epidemiology and Statistics, Chengdu Medical College, Chengdu 610500, China
| | - Weizhong Chen
- 1Department of Epidemiology and Statistics, Chengdu Medical College, Chengdu 610500, China
| | - Dongqing Gu
- 3First Affiliated Hospital, Army Medical University, Chongqing 400038, China
| | - Ziqian Zeng
- 1Department of Epidemiology and Statistics, Chengdu Medical College, Chengdu 610500, China
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Relative Handgrip Strength and Incidence of Hypertension: A Case-Cohort Study From Ravansar Non-Communicable Diseases Cohort. J Phys Act Health 2022; 19:666-672. [PMID: 36070859 DOI: 10.1123/jpah.2021-0774] [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: 12/06/2021] [Revised: 08/01/2022] [Accepted: 08/03/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND The present study assessed the association between relative handgrip strength (RHGS) and hypertension incidence in healthy adults. METHODS We performed a case-cohort study on 3784 participants from Ravansar Non-Communicable Diseases cohort study. The absolute HGS was measured using a digital dynamometer. Hypertension was defined as systolic/diastolic blood pressure ≥140/90 mm Hg and/or use of antihypertensive medications. Cox regression analysis was utilized to estimate hazard ratios of incident hypertension events with RHGS. RESULTS Physical activity was significantly higher in the participants with hypertension compared with nonhypertensive participants (P < .001). High-level physical activity in the subjects with lower, middle, and upper RHGS was 19.6%, 33.1%, and 47.3%, respectively (P < .001). RHGS was significantly higher in individuals with greater skeletal muscle mass (P < .001). The men and women with the upper RHGS, had an 80% (hazard ratio: 0.2; 95% confidence interval, 0.1-0.3) and 70% (hazard ratio: 0.3; 95% confidence interval, 0.1-1.2), were lower risk of hypertension compared with those with the lower RHGS, respectively. This association remains significant after adjustment for confounding factors in men. CONCLUSION The study demonstrated that middle and upper levels of RHGS were associated with a lower risk of hypertension incidence. RHGS may be a protective factor for hypertension. We suggested muscle strengthening exercises.
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Koh YS, Asharani PV, Devi F, Roystonn K, Wang P, Vaingankar JA, Abdin E, Sum CF, Lee ES, Müller-Riemenschneider F, Chong SA, Subramaniam M. A cross-sectional study on the perceived barriers to physical activity and their associations with domain-specific physical activity and sedentary behaviour. BMC Public Health 2022; 22:1051. [PMID: 35614402 PMCID: PMC9132675 DOI: 10.1186/s12889-022-13431-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2022] [Accepted: 05/13/2022] [Indexed: 11/10/2022] Open
Abstract
Background Physical inactivity and sedentary behaviour have detrimental consequences to the individual and the economy. Our study examined the prevalence of perceived barriers to physical activity in Singapore’s adult population and their associations with physical activity and sedentary behaviour. Methods This cross-sectional analysis utilised data from a nationwide survey in Singapore. Participants (n = 2867) were recruited from February 2019 to March 2020. The independent variables were internal (e.g. fatigue, age) and external (e.g. weather, cost) perceived barriers to physical activity. The outcomes were domain-specific physical activity (work, transport and leisure) and sedentary behaviour, all of which were assessed using the Global Physical Activity Questionnaire. The associations were examined using zero-inflated negative binomial regressions for physical activity and linear regression for sedentary behaviour. Results The median (Interquartile range) for work-related, transport-related and leisure-related physical activity were 0 (0 – 1440), 600 (160 – 1120) and 360 (0 – 1080) MET (metabolic equivalent)-minutes per week. The median sedentary behaviour (IQR) was 360 (240 – 540) minutes per day. The top three barriers were lack of time (65.3%), fatigue (64.7%) and pollution (56.1%). After adjustment, the level of transport-related physical activity was lower for respondents who cited lacking pavement or parks as a barrier, but higher for those who indicated cost and safety concerns. Respondents who reported pollution as a barrier were more likely to engage in transport-related physical activity. The level of leisure-related physical activity was lower for respondents indicating weather, lack of time and age as barriers, but higher for those reporting safety concerns. The odds of engaging in leisure-related physical activity was lower for those citing age, cost and fatigue as barriers, but higher for those indicating the weather. Sedentary behaviour was positively associated with work and limited accessibility to exercise facilities, but negatively with safety concerns. Conclusion Individuals can be motivated to overcome internal barriers (fatigue, lack of time, cost and age) through social support and emphasis on exercise benefits. External barriers (weather and lack of pavements or parks) can be reduced by raising awareness of existing infrastructure. Sedentary behaviour can be improved by implementing workplace measures, such as reducing the time spent sitting. Supplementary information The online version contains supplementary material available at 10.1186/s12889-022-13431-2.
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Affiliation(s)
- Yen Sin Koh
- Research Division, Institute of Mental Health, Singapore, Singapore.
| | - P V Asharani
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Fiona Devi
- Research Division, Institute of Mental Health, Singapore, Singapore
| | | | - Peizhi Wang
- Research Division, Institute of Mental Health, Singapore, Singapore
| | | | - Edimansyah Abdin
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Chee Fang Sum
- Admiralty Medical Centre, Khoo Teck Puat Hospital, Singapore, Singapore
| | - Eng Sing Lee
- Clinical Research Unit, National Healthcare Group Polyclinics, Singapore, Singapore.,Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Falk Müller-Riemenschneider
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore.,Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Siow Ann Chong
- Research Division, Institute of Mental Health, Singapore, Singapore
| | - Mythily Subramaniam
- Research Division, Institute of Mental Health, Singapore, Singapore.,Saw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore
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Lim CC, He F, Li J, Tham YC, Tan CS, Cheng CY, Wong TY, Sabanayagam C. Application of machine learning techniques to understand ethnic differences and risk factors for incident chronic kidney disease in Asians. BMJ Open Diabetes Res Care 2021; 9:9/2/e002364. [PMID: 34952839 PMCID: PMC8710867 DOI: 10.1136/bmjdrc-2021-002364] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Accepted: 11/14/2021] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION Chronic kidney disease (CKD) is increasing in Asia, but there are sparse data on incident CKD among different ethnic groups. We aimed to describe the incidence and risk factors associated with CKD in the three major ethnic groups in Asia: Chinese, Malays and Indians. RESEARCH DESIGN AND METHODS Prospective cohort study of 5580 general population participants age 40-80 years (2234 Chinese, 1474 Malays and 1872 Indians) who completed both baseline and 6-year follow-up visits. Incident CKD was defined as an estimated glomerular filtration rate (eGFR) <60 mL/min/1.73 m2 in those free of CKD at baseline. RESULTS The 6-year incidence of CKD was highest among Malays (10.0%), followed by Chinese (6.1%) and Indians (5.8%). Logistic regression showed that older age, diabetes, higher systolic blood pressure and lower eGFR were independently associated with incident CKD in all three ethnic groups, while hypertension and cardiovascular disease were independently associated with incident CKD only in Malays. The same factors were identified by machine learning approaches, gradient boosted machine and random forest to be the most important for incident CKD. Adjustment for clinical and socioeconomic factors reduced the excess incidence in Malays by 60% compared with Chinese but only 13% compared with Indians. CONCLUSION Incidence of CKD is high among the main Asian ethnic groups in Singapore, ranging between 6% and 10% over 6 years; differences were partially explained by clinical and socioeconomic factors.
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Affiliation(s)
| | - Feng He
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Jialiang Li
- Department of Statistics and Applied Probability, National University of Singapore, Singapore
| | - Yih Chung Tham
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
| | - Chieh Suai Tan
- Department of Renal Medicine, Singapore General Hospital, Singapore
| | - Ching-Yu Cheng
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
| | - Tien-Yin Wong
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Charumathi Sabanayagam
- Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore
- Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
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Feng L, Lam A, Carmody D, Lim CW, Tan G, Goh SY, Bee YM, Jafar TH. Trends in cardiovascular risk factors and treatment goals in patients with diabetes in Singapore-analysis of the SingHealth Diabetes Registry. PLoS One 2021; 16:e0259157. [PMID: 34748574 PMCID: PMC8575178 DOI: 10.1371/journal.pone.0259157] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Accepted: 10/13/2021] [Indexed: 01/04/2023] Open
Abstract
Background Asian populations are at high risk of diabetes and related vascular complications. We examined risk factor control, preventive care, and disparities in these trends among adults with diabetes in Singapore. Methods The sample included 209,930 adults with diabetes aged≥18 years from a multi-institutional SingHealth Diabetes Registry between 2013 and 2019 in Singapore. We performed logistic generalized estimating equations (GEEs) regression analysis and used linear mixed effect modeling to evaluate the temporal trends. Results Between 2013 and 2019, the unadjusted control rates of glycated hemoglobin (4.8%, 95%CI (4.4 to 5.1) and low-density lipoprotein cholesterol (LDL-C) (11.5%, 95%CI (11.1 to 11.8)) improved, but blood pressure (BP) control worsened (systolic BP (SBP)/diastolic BP (DBP) <140/90 mmHg: -6.6%, 95%CI (-7.0 to -6.2)). These trends persisted after accounting for the demographics including age, gender, ethnicity, and housing type. The 10-year adjusted risk for coronary heart disease (CHD) (3.4%, 95% (3.3 to 3.5)) and stroke (10.4%, 95% CI (10.3 to 10.5)) increased. In 2019, the control rates of glycated hemoglobin, BP (SBP/DBP<140/90 mmHg), LDL-C, each, and all three risk factors together, accounted for 51.5%, 67.7%, 72.2%, and 24.4%, respectively. Conclusions Trends in risk factor control improved for glycated hemoglobin and LDL-C, but worsened for BP among diabetic adults in Singapore from 2013 to 2019. Control rates for all risk factors remain inadequate.
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Affiliation(s)
- Liang Feng
- Program in Health Services & Systems Research, Duke-NUS Medical School, Singapore, Singapore
| | - Amanda Lam
- Department of Endocrinology, Singapore General Hospital, Singapore, Singapore
| | - David Carmody
- Department of Endocrinology, Singapore General Hospital, Singapore, Singapore
| | - Ching Wee Lim
- Program in Health Services & Systems Research, Duke-NUS Medical School, Singapore, Singapore
| | - Gilbert Tan
- SingHealth Polyclinics, Singapore, Singapore
| | - Su-Yen Goh
- Department of Endocrinology, Singapore General Hospital, Singapore, Singapore
| | - Yong Mong Bee
- Department of Endocrinology, Singapore General Hospital, Singapore, Singapore
| | - Tazeen H. Jafar
- Program in Health Services & Systems Research, Duke-NUS Medical School, Singapore, Singapore
- Duke Global Health Institute, Durham, NC, United States of America
- * E-mail:
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