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Pitak P, Tasai S, Kumpat N, Na Songkla P, Fuangchan A, Krass I, Dhippayom T. The prevalence of glycemic control in patients with type 2 diabetes treated with insulin: a systematic review and meta-analysis. Public Health 2023; 225:218-228. [PMID: 37939463 DOI: 10.1016/j.puhe.2023.10.015] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 07/28/2023] [Accepted: 10/09/2023] [Indexed: 11/10/2023]
Abstract
OBJECTIVES To estimate the overall prevalence of glycemic control among patients with type 2 diabetes (T2D) treated with insulin. STUDY DESIGN Systematic review and meta-analysis. METHODS A systematic search was performed in PubMed, EMBASE, Cochrane CENTRAL, and ProQuest Dissertation and Theses from 2000 to January 2022. Cross-sectional studies were included if they were conducted on more than 292 patients with T2D and reported the number of insulin-treated patients who were justified as achieving glycemic control. The Joanna Briggs Institute critical appraisal checklist was used to assess the quality of the included studies. Pooled estimates of the prevalence of glycemic control were calculated and reported with a 95% confidence interval (95% CI) using a random-effects model. All analyses were conducted using RStudio Version 2022.02.0, Build 443 (meta package). RESULTS A total of 42 studies (234,345 patients) met the inclusion criteria and were classified as having a low risk of bias. The overall estimated prevalence of glycemic control to insulin therapy among patients with T2D was 26.02% (95% CI: 23.17, 29.08). A subgroup of 34 studies that set the target HbA1c <7% showed that 23.75% (95% CI: 21.47, 26.18) of patients with T2D treated with insulin were justified as achieving good glycemic control. CONCLUSIONS This study provided summative evidence that glycemic control among patients with T2D treated with insulin was suboptimal and should be appropriately addressed.
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Affiliation(s)
- P Pitak
- Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Naresuan University, Phitsanulok, Thailand; Clinical Department, Nan Hospital, Nan, Thailand; The Research Unit of Evidence Synthesis (TRUES), Faculty of Pharmaceutical Science, Naresuan University, Phitsanulok, Thailand
| | - S Tasai
- Inventory Department, Ramathibodi Hospital, Bangkok, Thailand
| | - N Kumpat
- Clinical Department, Wisetchaichan Hospital, Angthong, Thailand
| | - P Na Songkla
- Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Naresuan University, Phitsanulok, Thailand
| | - A Fuangchan
- Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Naresuan University, Phitsanulok, Thailand
| | - I Krass
- School of Pharmacy, University of Sydney, Sydney, NSW, Australia
| | - T Dhippayom
- Department of Pharmacy Practice, Faculty of Pharmaceutical Sciences, Naresuan University, Phitsanulok, Thailand; The Research Unit of Evidence Synthesis (TRUES), Faculty of Pharmaceutical Science, Naresuan University, Phitsanulok, Thailand.
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Alharbi MS, Alnasyan S, Almazroa G, Aldakheel FN, Albattah GA, AlHujilan AH. Adherence to Statin Among Diabetic Patients in Diabetic Centers in Qassim Region, Saudi Arabia. Cureus 2023; 15:e46742. [PMID: 38022032 PMCID: PMC10631564 DOI: 10.7759/cureus.46742] [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] [Accepted: 10/09/2023] [Indexed: 12/01/2023] Open
Abstract
Background Dyslipidemia affects approximately one-third of Saudi Arabia's adult population. Dyslipidemia, hypertension, diabetes mellitus (DM), smoking, and a familial predisposition to cardiovascular disease (CVD) are significant risk factors for CVD. It can be prevented effectively through lifestyle changes and lifelong statin therapy; however, poor adherence limits its effectiveness. This study is designed to assess the level of adherence to statin prescription in patients with DM in diabetic centers in the Qassim region and to assess the factors associated with neglecting to take medication. Methodology A cross-sectional study was conducted among 226 diabetic patients who were prescribed statins. Medication adherence was assessed using the eight-item Morisky Medication Adherence Scale (MMAS-8). Demographic and clinical data were collected, and multivariate logistic regression analysis was used to identify factors associated with medication adherence. Results Of the 226 patients, 29.7% had high adherence, 32.7% had medium adherence, and 37.6% had low adherence to statin medication. Patients diagnosed with diabetes for less than five years had the highest proportion of low adherence (41.2%). No significant associations were found between medication adherence and gender, nationality, or educational level. Conclusion The study found that medication adherence to statins in diabetic patients in the Al Qassim region of Saudi Arabia is suboptimal, with a significant proportion of patients having low adherence. Patients diagnosed with diabetes for less than five years had the highest proportion of low adherence, suggesting that patients with a shorter disease duration may require additional support or interventions to improve their medication adherence. Healthcare providers should emphasize the importance of medication adherence and work with patients to develop personalized treatment plans that include medication and lifestyle modifications to optimize lipid control and improve overall health outcomes in diabetic patients.
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Affiliation(s)
- Mariam S Alharbi
- Department of Internal Medicine, College of Medicine, Qassim University, Buraydah, SAU
| | | | | | | | | | - Atheer H AlHujilan
- Department of Endocrinology, Endocrinology and Diabetes Center, King Fahad Specialist Hospital, Buraydah, SAU
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Zhai Z, Yang Y, Lin G, Lin W, Wu J, Liu X, Zhang S, Zhou Q, Liu H, Hao G. The hypertension and hyperlipidemia status among type 2 diabetic patients in the community and influencing factors analysis of glycemic control. Diabetol Metab Syndr 2023; 15:73. [PMID: 37046317 PMCID: PMC10100166 DOI: 10.1186/s13098-023-01013-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 03/02/2023] [Indexed: 04/14/2023] Open
Abstract
OBJECTIVE To understand the prevalence of hypertension and hyperlipidaemia as well as the current status of glycaemic control and its influencing factors among type 2 diabetes mellitus patients in the community in South China, and to provide recommendations for the prevention and control of diabetes. METHODS Questionnaires, physical examinations and laboratory tests were conducted on patients with type 2 diabetes mellitus who participated in the National Basic Public Health Service Programme in Guangzhou in 2020. The chi-square test, t-test and multi-factor unconditional logistic regression analysis were performed using R 4.1.2 software. RESULT Among 127,423 type 2 diabetic patients in Guangzhou, 57,695 achieved glycemic control standards, with a glycemic control rate of 45.28%.In this study, the proportion of T2DM patients with hypertension and hyperlipidaemia together was 27.79%, The percentage of T2DM patients with hypertension alone and hyperlipidaemia alone was 28.34% and 20.53% respectively, and the rate of no complications was 23.34%. There was a statistically significant difference in the rate of glycaemic control between the different disease combination states (P < 0.05). The glycaemic control rate was 47.67% in diabetic patients without hypertension and hyperlipidaemia, 52.54% and 37.24% in those with combined hypertension alone and hyperlipidaemia alone respectively, compared to 41.80% in diabetic patients with hypertension and hyperlipidaemia. After adjusting for all covariates, multivariate analysis showed that combined hypertension alone was associated with good glycaemic control (OR 0.817, 95% CI 0.791, 0.843, P < 0.001),when using comorbid T2DM as a control group, combined hyperlipidaemia alone, combined hypertension and hyperlipidaemia were associated with poor glycaemic control (OR 1.521, 95% CI 1.470,1.574, P < 0.001 and OR 1.250, 95% CI 1.211,1.291, P < 0.001), Subgroup analyses as well as multifactorial unconditional logistic regression analyses showed that patients with type 2 diabetes who were overweight and obese, smoked, drank alcohol, had a diagnosis of diabetes for ≥ 6 years, had fair or poor adherence and had a family history of diabetes had lower rates of glycaemic control. CONCLUSION The results of this study showed that the co-morbidity of hypertension and hyperlipidaemia was high and prevalent among diabetic patients in Guangzhou. Moreover, glycaemic control of T2DM patients with hyperlipidaemia was lower than other diabetic patients. Obesity and overweight, poor lifestyle and dietary habits are also major factors affecting the treatment and control of T2D patients in this region. Therefore, comprehensive measures should be actively taken to control blood glucose levels in type 2 diabetic patients by also incorporating lipid management into the community and strictly controlling lipid levels.
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Affiliation(s)
- Zhiyu Zhai
- Department of Non-Communicable Chronic Diseases Control and Prevention, Guangzhou Center for Disease Control and Prevention, No. 1 Qide Road, Guangzhou, 510440, Guangdong, China
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, 601 West Huangpu Road, Guangzhou, 510632, Guangdong, China
| | - Yunou Yang
- Department of Non-Communicable Chronic Diseases Control and Prevention, Guangzhou Center for Disease Control and Prevention, No. 1 Qide Road, Guangzhou, 510440, Guangdong, China
| | - Guozhen Lin
- Department of Non-Communicable Chronic Diseases Control and Prevention, Guangzhou Center for Disease Control and Prevention, No. 1 Qide Road, Guangzhou, 510440, Guangdong, China
| | - Weiquan Lin
- Department of Non-Communicable Chronic Diseases Control and Prevention, Guangzhou Center for Disease Control and Prevention, No. 1 Qide Road, Guangzhou, 510440, Guangdong, China
| | - Jiagang Wu
- Department of Non-Communicable Chronic Diseases Control and Prevention, Guangzhou Center for Disease Control and Prevention, No. 1 Qide Road, Guangzhou, 510440, Guangdong, China
| | - Xiangyi Liu
- Department of Non-Communicable Chronic Diseases Control and Prevention, Guangzhou Center for Disease Control and Prevention, No. 1 Qide Road, Guangzhou, 510440, Guangdong, China
| | - Shijia Zhang
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, 601 West Huangpu Road, Guangzhou, 510632, Guangdong, China
| | - Qin Zhou
- Department of Non-Communicable Chronic Diseases Control and Prevention, Guangzhou Center for Disease Control and Prevention, No. 1 Qide Road, Guangzhou, 510440, Guangdong, China.
| | - Hui Liu
- Department of Non-Communicable Chronic Diseases Control and Prevention, Guangzhou Center for Disease Control and Prevention, No. 1 Qide Road, Guangzhou, 510440, Guangdong, China.
| | - Guang Hao
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, 601 West Huangpu Road, Guangzhou, 510632, Guangdong, China.
- Guangdong Key Laboratory of Environmental Exposure and Health, Jinan University, Guangzhou, China.
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Legese GL, Asres G, Alemu S, Yesuf T, Tesfaye YA, Amare T. Determinants of poor glycemic control among type 2 diabetes mellitus patients at University of Gondar Comprehensive Specialized Hospital, Northwest Ethiopia: Unmatched case-control study. Front Endocrinol (Lausanne) 2023; 14:1087437. [PMID: 36843610 PMCID: PMC9947343 DOI: 10.3389/fendo.2023.1087437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 01/30/2023] [Indexed: 02/11/2023] Open
Abstract
BACKGROUND Poor glycemic control is one of the most determinant factors for type 2 diabetes-related morbidity and mortality. The proportion of type 2 diabetes mellitus patients with poor glycemic control remains high. Yet evidence on factors contributing to poor glycemic control remains scarce. The aim of this study is to identify determinants of poor glycemic control among type 2 diabetes mellitus patients at a diabetes mellitus clinic in University of Gondar Comprehensive Specialized Hospital, Northwest Ethiopia Determinants of Poor Glycemic Control among Type 2 Diabetes mellitus Patients at University of Gondar Comprehensive Specialized Hospital, Northwest Ethiopia: Unmatched Case-Control Study. METHODS A hospital-based case-control study was conducted from June to September 2020. Using convenience sampling techniques, a total of 90 cases and 90 controls with type 2 diabetes were recruited. The data were entered into Epidata version 4.6.0.2 and analyzed by Stata version 14. A multivariable logistic regression analysis was performed to assess the association between independent variables and glycemic control. Both 95% CI and p-value<0.05 were used to determine the level and significance, respectively. RESULTS The mean age ( ± standard deviations) for the cases and controls were 57.55± 10.42 and 61.03± 8.93% respectively. The determinants of poor glycemic control were age (Adjusted odd ratio (AOR)= 0.08; 95% CI= 0.02-0.33), inadequate physical exercise (AOR = 5.05; 95% CI = 1.99-11.98), presence of comorbidities (AOR = 5.50; 95% CI = 2.06-14.66), non-adherence to anti-diabetes medications (AOR= 2.76; 95% CI= 1.19-6.40), persistent proteinuria (AOR=4.95; 95% CI=1.83-13.36) and high-density lipoprotein less than 40 mg/dl (AOR=3.08; 95% CI= 1.30-7.31). CONCLUSIONS Age less than 65 years, inadequate physical exercise, presence of comorbidities, non-adherence to anti-diabetes medications, persistent proteinuria, and high-density lipoprotein less than 40 mg/dl were the determinants of poor glycemic control. Therefore, targeted educational and behavioral modification programs on adequate exercise and medication adherence should be routinely practiced. Furthermore, early guideline-based screening and treatment of comorbidities and complications is required to effectively manage diabetes mellitus.
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Affiliation(s)
- Gebrehiwot Lema Legese
- Department of Internal Medicine, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
- *Correspondence: Gebrehiwot Lema Legese,
| | - Getahun Asres
- Department of Internal Medicine, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Shitaye Alemu
- Department of Internal Medicine, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Tesfaye Yesuf
- Department of Internal Medicine, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Yeabsira Aklilu Tesfaye
- Department of Internal Medicine, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Tsegaw Amare
- Department of Health Systems and Policy, Institute of Public Health, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
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Oh J, Park HJ, Lee ES, Park SB, Choi BI, Ahn S. Severity of hyperechoic pancreas on ultrasonography as a risk factor for glycemic progression. Ultrasonography 2021; 40:499-511. [PMID: 33730774 PMCID: PMC8446494 DOI: 10.14366/usg.20122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 01/06/2021] [Accepted: 01/16/2021] [Indexed: 12/13/2022] Open
Abstract
PURPOSE The aim of this study was to evaluate the association between the severity of hyperechoic pancreas (HP) on ultrasonography (US) and glycemic progression. METHODS In total, 1,386 participants who underwent abdominal US as part of health examinations between December 2008 and May 2014 were included in this retrospective study. We classified pancreatic echogenicity on a 4-point scale, and compared it using two distinct criteria: fatty pancreas (FP) 1 criterion (normal vs. ≥mild HP) and FP2 criterion (normal/mild HP vs. ≥moderate HP). According to the presence of nonalcoholic fatty liver disease (NAFLD), participants were subdivided into four groups: non-NAFLD and non-HP, isolated NAFLD, isolated HP, and HP with NAFLD. Glycemic progression was defined as progression from normoglycemia to prediabetes or diabetes or progression from prediabetes to diabetes. RESULTS During the follow-up (median, 5.9 years), 262 of the 1,386 participants developed glycemic progression. Using FP2, the probability of glycemic progression across the four subgroups showed cumulative aggravation for NAFLD and HP (all P<0.05). Isolated HP showed a higher probability of glycemic progression than isolated NAFLD according to FP2 (P<0.001). The highest probability of glycemic progression was observed in patients with both NAFLD and HP (P<0.001). The hazard ratio for glycemic progression increased with the severity of HP. CONCLUSION Increasing severity of HP on US was found to be significantly correlated with glycemic progression. Moreover, isolated HP of moderate or greater severity predicted glycemic progression independent of NAFLD.
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Affiliation(s)
- Jiyun Oh
- Department of Radiology, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Korea
| | - Hyun Jeong Park
- Department of Radiology, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Korea
| | - Eun Sun Lee
- Department of Radiology, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Korea
| | - Sung Bin Park
- Department of Radiology, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Korea
| | - Byung Ihn Choi
- Department of Radiology, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Korea
| | - Soohyun Ahn
- Department of Mathematics, Ajou University, Suwon, Korea
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Validation of the Lebanese Medication Adherence Scale among Lebanese diabetic patients. Int J Clin Pharm 2020; 43:918-927. [PMID: 33201490 DOI: 10.1007/s11096-020-01197-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Accepted: 11/04/2020] [Indexed: 10/23/2022]
Abstract
Background Adherence to oral antidiabetics plays a pivotal role in controlling diabetes. Healthcare workers evaluate this adherence when visited by patients. Objectives The primary objective of this study was to validate the existing LMAS-14 (Lebanese Medication Adherence Scale) in Lebanese diabetic adults. The secondary objective was to evaluate factors affecting adherence among this population. Setting The main five Lebanese governorates. Methods This study was conducted between May and September 2019, and community dwelling adult participants were enrolled using a proportionate random sample. The scale was validated using factor analysis and reliability testing, while bivariate and multivariable analyses assessed correlates of adherence. Main outcomes measures Validity of LMAS-14. Results A total of 308 participants were included, and the response rate was 91.25%. All LMAS-14 items converged over a solution of four factors, explaining a total of 64.39% of the variance (α = 0.859). The cutoff point between controlled and uncontrolled patients was set at 11. The sensitivity and specificity were good at this cutoff (71.1% and 94.74%, respectively). Results showed that 167 (57.2%) patients had good medication adherence. Advanced age (Beta = 0.046; p = 0.001) and having medical coverage (Beta = 1.452; p = 0.005) were significantly associated with higher adherence. Furthermore, adherence to oral antidiabetic drugs (Beta = 1.197; p = 0.018), female gender (Beta = 2.695; p = 0.011), and taking dyslipidemia medication (Beta = 3.527; p = 0.005) predicted higher diabetes control. Conclusion This study validated the LMAS among Lebanese adult diabetic patients taking oral antidiabetic drug. Advanced age and having medical coverage were associated with higher medication adherence. Further national studies are warranted to corroborate our findings.
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Wang J, Wang MY, Wang H, Liu HW, Lu R, Duan TQ, Li CP, Cui Z, Liu YY, Lyu YJ, Ma J. Status of glycosylated hemoglobin and prediction of glycemic control among patients with insulin-treated type 2 diabetes in North China: a multicenter observational study. Chin Med J (Engl) 2020; 133:17-24. [PMID: 31923100 PMCID: PMC7028203 DOI: 10.1097/cm9.0000000000000585] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2019] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Blood glucose control is closely related to type 2 diabetes mellitus (T2DM) prognosis. This multicenter study aimed to investigate blood glucose control among patients with insulin-treated T2DM in North China and explore the application value of combining an elastic network (EN) with a machine-learning algorithm to predict glycemic control. METHODS Basic information, biochemical indices, and diabetes-related data were collected via questionnaire from 2787 consecutive participants recruited from 27 centers in six cities between January 2016 and December 2017. An EN regression was used to address variable collinearity. Then, three common machine learning algorithms (random forest [RF], support vector machine [SVM], and back propagation artificial neural network [BP-ANN]) were used to simulate and predict blood glucose status. Additionally, a stepwise logistic regression was performed to compare the machine learning models. RESULTS The well-controlled blood glucose rate was 45.82% in North China. The multivariable analysis found that hypertension history, atherosclerotic cardiovascular disease history, exercise, and total cholesterol were protective factors in glycosylated hemoglobin (HbA1c) control, while central adiposity, family history, T2DM duration, complications, insulin dose, blood pressure, and hypertension were risk factors for elevated HbA1c. Before the dimensional reduction in the EN, the areas under the curve of RF, SVM, and BP were 0.73, 0.61, and 0.70, respectively, while these figures increased to 0.75, 0.72, and 0.72, respectively, after dimensional reduction. Moreover, the EN and machine learning models had higher sensitivity and accuracy than the logistic regression models (the sensitivity and accuracy of logistic were 0.52 and 0.56; RF: 0.79, 0.70; SVM: 0.84, 0.73; BP-ANN: 0.78, 0.73, respectively). CONCLUSIONS More than half of T2DM patients in North China had poor glycemic control and were at a higher risk of developing diabetic complications. The EN and machine learning algorithms are alternative choices, in addition to the traditional logistic model, for building predictive models of blood glucose control in patients with T2DM.
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Affiliation(s)
- Jiao Wang
- Department of Health Statistics, College of Public Health, Tianjin Medical University, Tianjin 300070, China
| | - Meng-Yang Wang
- Department of Health Statistics, College of Public Health, Tianjin Medical University, Tianjin 300070, China
| | - Hui Wang
- Department of Health Statistics, College of Public Health, Tianjin Medical University, Tianjin 300070, China
| | - Hong-Wei Liu
- Department of Health Statistics, College of Public Health, Tianjin Medical University, Tianjin 300070, China
| | - Rui Lu
- Department of Health Statistics, College of Public Health, Tianjin Medical University, Tianjin 300070, China
| | - Tong-Qing Duan
- Department of Health Statistics, College of Public Health, Tianjin Medical University, Tianjin 300070, China
| | - Chang-Ping Li
- Department of Health Statistics, College of Public Health, Tianjin Medical University, Tianjin 300070, China
| | - Zhuang Cui
- Department of Health Statistics, College of Public Health, Tianjin Medical University, Tianjin 300070, China
| | - Yuan-Yuan Liu
- Department of Health Statistics, College of Public Health, Tianjin Medical University, Tianjin 300070, China
| | - Yuan-Jun Lyu
- Department of Endocrinology, Tianjin Hospital, Tianjin 300211, China
| | - Jun Ma
- Department of Health Statistics, College of Public Health, Tianjin Medical University, Tianjin 300070, China
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Cai X, Hu D, Pan C, Li G, Lu J, Ji Q, Su B, Tian H, Qu S, Weng J, Zhang D, Xu J, Ji L. Evaluation of effectiveness of treatment paradigm for newly diagnosed type 2 diabetes patients in Chin: A nationwide prospective cohort study. J Diabetes Investig 2020; 11:151-161. [PMID: 31161658 PMCID: PMC6944848 DOI: 10.1111/jdi.13092] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2019] [Revised: 05/27/2019] [Accepted: 05/29/2019] [Indexed: 02/05/2023] Open
Abstract
AIMS/INTRODUCTION Data of nationwide glycemic control and hypoglycemic treatment patterns in newly diagnosed type 2 diabetes patients in China are absent. The aim of this study was to assess the evolution of treatment patterns for newly diagnosed type 2 diabetes patients and the clinical outcomes during 12-month follow up. MATERIALS AND METHODS This is an observational prospective cohort study with 12 months of follow up. Patients with a diagnosis of type 2 diabetes for <6 months were enrolled. Glycated hemoglobin A1c (HbA1c) levels and hypoglycemic treatment patterns were collected at baseline and at every 3 months of follow up. RESULTS A total of 79 hospitals were recruited, consisting of 5,770 participants. The mean HbA1c was 8.4 ± 2.5% at baseline, and decreased to 6.7 ± 1.2% at 12 months with 68.5% of patients achieving HbA1c <7%. At baseline, 44.6% of the patients were without hypoglycemic medications, 37.7% had oral hypoglycemic agents and 17.7% received insulin treatment. Determinants of change in HbA1c were treatment patterns, comorbidities, baseline characteristics such as obesity and smoking, regions, and tiers of hospitals. Associated factors with treatment alterations were time of follow up, treatment patterns, patient-reported reasons such as the economic factors and poor efficacy. CONCLUSIONS In newly diagnosed type 2 diabetes patients, compared with patients without medications, patients with one oral hypoglycemic agent had higher possibilities of reaching glycemic control, whereas patients using insulin had lower possibilities of reaching the target. Factors associated with change in HbA1c and treatment alterations were also revealed.
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Affiliation(s)
- Xiaoling Cai
- Departments of Endocrinology and MetabolismPeking University People's HospitalBeijingChina
| | - Dayi Hu
- CardiologyPeking University People's HospitalBeijingChina
| | - Changyu Pan
- Department of Endocrinology and MetabolismChinese People's Liberation Army General HospitalBeijingChina
| | - Guangwei Li
- Department of Endocrinology and MetabolismFuwai HospitalBeijingChina
| | - Juming Lu
- Department of Endocrinology and MetabolismChinese People's Liberation Army General HospitalBeijingChina
| | - Qiuhe Ji
- Department of Endocrinology and MetabolismThe Fourth Military Medical University Xi Jing HospitalXi AnChina
| | - Benli Su
- Department of Endocrinology and MetabolismThe Second Affiliated Hospital Dalian Medical UniversityDalianChina
| | - Haoming Tian
- Department of Endocrinology and MetabolismSichuan University West China HospitalChengduChina
| | - Shen Qu
- Department of Endocrinology and MetabolismShanghai Tenth People's HospitalShanghaiChina
| | - Jianping Weng
- Department of Endocrinology and MetabolismThe Third Affiliated HospitalSun Yat‐Sen UniversityGuangzhouChina
| | - Danyi Zhang
- VitalStrategic Research InstituteShanghaiChina
| | - Jie Xu
- VitalStrategic Research InstituteShanghaiChina
| | - Linong Ji
- Departments of Endocrinology and MetabolismPeking University People's HospitalBeijingChina
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Brož J, Janíčková Ždárská D, Urbanová J. Results of Insulin Therapy in Type 2 Diabetes Mellitus Patients in the Czech Republic: Do They Reflect the Current Status in Other Countries? Diabetes Ther 2019; 10:1181-1188. [PMID: 31131435 PMCID: PMC6612328 DOI: 10.1007/s13300-019-0637-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Indexed: 11/06/2022] Open
Abstract
The results of two large multicentric, observational and cross-sectional studies (the DIAINFORM study and BALI study) reflecting routine clinical practice for insulin treatment in type 2 diabetes mellitus in the Czech Republic were published recently. In this commentary, we analyze these results and compare them with the findings of similar studies conducted in other countries within the last decade. The analysis focuses on achievement of glycated hemoglobin goals, insulin dosage and frequency of hypoglycemia.
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Affiliation(s)
- Jan Brož
- Department of Internal Medicine, Second Faculty of Medicine, Charles University, Prague, Czech Republic.
| | - Denisa Janíčková Ždárská
- Department of Internal Medicine, Second Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Jana Urbanová
- Second Department of Internal Medicine, Third Faculty of Medicine, Center for Research in Diabetes, Metabolism and Nutrition, Charles University, Prague, Czech Republic
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Chunlei Y, Liubao G, Tao W, Changying X. The association between serum uric acid to creatinine ratio and renal disease progression in type 2 diabetic patients in Chinese communities. J Diabetes Complications 2019; 33:473-476. [PMID: 31047777 DOI: 10.1016/j.jdiacomp.2018.10.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Revised: 09/27/2018] [Accepted: 10/20/2018] [Indexed: 02/04/2023]
Abstract
AIMS Serum uric acid (UA) increases in patients with kidney disease due to the impaired UA clearance. The present study sought to evaluate the association between UA/creatinine ratio (UA/Cr) and renal disease progression in patients with type 2 diabetes mellitus (T2DM) in Chinese communities. METHODS In the present retrospective longitudinal study, 3432 Chinese T2DM patients recruited from 11 community healthcare centers in Nanjing, China were included. Renal disease progression was defined as the occurrence of estimated glomerular filtration rate (eGFR) <15 mL/min/1.73 m2 or doubling of baseline serum creatinine level. Cox regression analysis was used to estimate the association between UA/Cr and renal disease progression. RESULTS During a median follow-up of 30 months, 58 (1.70%) patients experienced progression of renal disease, which was more common among those with older ages, longer diabetes duration, and higher baseline eGFR. Multivariate analysis revealed that UA/Cr was an independent risk factor for renal disease progress (hazard ratio 1.364 [95% CI 1.131-1.646], P = 0.001) independently of age, sex, and other potential confounders. CONCLUSIONS UA/Cr might be a novel predictor of chronic kidney disease progression in T2DM patients.
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Affiliation(s)
- Yao Chunlei
- Department of Nephrology, The First Affiliated Hospital of Nanjing Medical University, Jiangsu Province Hospital, Jiangsu, China; Department of Nephrology, Tai zhou NO.2 People's Hospital, Tai zhou, Jiangsu, China
| | - Gu Liubao
- Department of Endocrinology and Metabolism, Jiangsu Province Official Hospital, Nanjing, China
| | - Wang Tao
- Department of Nephrology, Tai zhou NO.2 People's Hospital, Tai zhou, Jiangsu, China
| | - Xing Changying
- Department of Nephrology, The First Affiliated Hospital of Nanjing Medical University, Jiangsu Province Hospital, Jiangsu, China.
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Zhu HT, Yu M, Hu H, He QF, Pan J, Hu RY. Factors associated with glycemic control in community-dwelling elderly individuals with type 2 diabetes mellitus in Zhejiang, China: a cross-sectional study. BMC Endocr Disord 2019; 19:57. [PMID: 31170961 PMCID: PMC6555723 DOI: 10.1186/s12902-019-0384-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Accepted: 05/24/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Although exercise seems to be beneficial for type 2 diabetes mellitus (T2DM) patients, there is limited research elucidating the optimal accessible indices of adiposity and insulin resistance for identifying elderly T2DM patients with poor glycemic control, which could be improved by performing regular exercise. METHODS A community-based, cross-sectional study was conducted with 918 Chinese elderly individuals with T2DM in Zhejiang. Relevant risk factors for poor glycemic control, as determined using glycated haemoglobin A1c (HbA1c) > 7%, were explored using logistic regression analyses and included body mass index (BMI), waist circumference (WC), waist to height ratio (WHtR), fasting blood glucose (FBG), triglycerides (TGs), total cholesterol (TC), the product of fasting triglycerides and glucose (TyG), visceral adiposity index (VAI), lipid accumulation product (LAP), TyG-BMI, and TyG-WC. Comparisons of the risk factors' ability to discriminate poor glycemic control as well as their optimal cutoff values were determined using receiver operating characteristic (ROC) analyses, and then the extent of poor glycemic control risk reduction through regular exercise was examined using multivariate logistic regression analyses. RESULTS The overall poor glycemic control rate was 49.3%. The factors associated with poor glycemic control included FBG > 3.869, TyG > 8.73, TyG-BMI > 222.45, and TyG-WC > 713.48 in logistic regression analyses. The optimal cutoff points of FBG, TyG, TyG-WC, and TyG-BMI in discriminating poor glycemic control were 7.38, 9.22, 813.33, and 227.77, and their corresponding areas under the ROC curves were 0.864(0.840-0.886), 0.684(0.653-0.714), 0.604(0.571-0.635), and 0.574(0.541-0.606), respectively. Occasional and regular exercise reduced the odds ratios (95% confidence interval) of poor glycemic control to 0.187 (0.063-0.557) and 0.183 (0.059-0.571) for subjects with TyG-WC > 813.33 (p = 0.008), to 0.349 (0.156-0.782) and 0.284 (0.123-0.652) for subjects with TyG > 9.22 (p = 0.011), and to 0.390 (0.175-0.869) and 0.300(0.130-0.688) for subjects with TyG-BMI > 227.77 (p = 0.017), respectively, after adjusting for multiple confounding factors. CONCLUSION Among elderly individuals with T2DM, poor glycemic control risk might be identified using indices calculated from FBG, TG, BMI, and WC measurements, which are indicative of adiposity and insulin resistance. TyG-WC seems to be an accessible and useful indicator to identify which elderly T2DM patients would benefit from performing regular exercise to achieve good glycemic control.
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Affiliation(s)
- Hong-Ting Zhu
- Yongkang Municipal Center for Disease Control and Prevention, Jinghua, Zhejiang, 321300 China
| | - Min Yu
- Department of Occupational Diseases, Zhejiang Academy of Medical Sciences, Zhejiang, 310013 Hangzhou China
| | - Hao Hu
- Yongkang Municipal Center for Disease Control and Prevention, Jinghua, Zhejiang, 321300 China
| | - Qing-Fang He
- Department of NCDs Control and Prevention, Zhejiang Provincial Center for Disease Control and Prevention, No. 3399, Binsheng Road, Zhejiang, 310051 Hangzhou China
| | - Jin Pan
- Department of NCDs Control and Prevention, Zhejiang Provincial Center for Disease Control and Prevention, No. 3399, Binsheng Road, Zhejiang, 310051 Hangzhou China
| | - Ru-Ying Hu
- Department of NCDs Control and Prevention, Zhejiang Provincial Center for Disease Control and Prevention, No. 3399, Binsheng Road, Zhejiang, 310051 Hangzhou China
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12
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Cai X, Hu D, Pan C, Li G, Lu J, Ji Q, Su B, Tian H, Qu S, Weng J, Zhang D, Xu J, Ji L. The risk factors of glycemic control, blood pressure control, lipid control in Chinese patients with newly diagnosed type 2 diabetes _ A nationwide prospective cohort study. Sci Rep 2019; 9:7709. [PMID: 31118445 PMCID: PMC6531462 DOI: 10.1038/s41598-019-44169-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Accepted: 05/09/2019] [Indexed: 02/05/2023] Open
Abstract
Nationwide data on glycemic control, blood pressure (BP) control and lipid control in patients with newly diagnosed type 2 diabetes were vacant in China. The aim of this study was to assess the clinical outcomes for these patients. This is an observational prospective cohort study with 12 months of follow up. Patients with a diagnosis of type 2 diabetes less than 6 months were enrolled. Hemoglobin A1c (HbA1c) levels, BP levels and lipid levels were collected at baseline and the follow-ups. This study was registered at www.clinicaltrials.gov (NCT01525693). A total of 5770 participants from 79 hospitals across six geographic regions of China were recruited. After 12 months of treatment, 68.5% of these patients achieved HbA1c <7.0%; 83.7% reached BP <140/90 mmHg; 48.2% met low density lipoprotein cholesterol (LDL-c) <2.6 mmol/L; and 29.5% of patients reached the combined three therapeutic targets. Compared to those patients with baseline HbA1c <7.0%, patients with baseline HbA1c ≥7.0% had higher failure rate to reach glycemic control (relative risk (RR) = 2.04, p < 0.001), BP control (RR = 1.21, p < 0.001) and LDL-c control (RR = 1.11, p < 0.001). Obese patients had higher possibilities of failure in glucose control (RR = 1.05, p = 0.004), BP control (RR = 1.62, p < 0.001) and lipid control (RR = 1.09, p = 0.001) than patients with normal weight. The active smokers were more likely to fail in glycemic control than non-smokers (RR = 1.06, p = 0.002), and patients with physical activities were less likely to fail in lipid control than patients without exercises (RR = 0.93, p = 0.008). This study outlined the burdens of glycemic control, blood pressure control, lipid control in newly diagnosed type 2 diabetic patients in China, identified gaps in the quality of care and risk-factor control and revealed the factors influencing these gaps.
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Affiliation(s)
- Xiaoling Cai
- Department of Endocrinology and Metabolism, Peking University People's Hospital, Beijing, China
| | - Dayi Hu
- Department of Cardiology, Peking University People's Hospital, Beijing, China
| | - Changyu Pan
- Department of Endocrinology and Metabolism, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Guangwei Li
- Department of Endocrinology and Metabolism, Fuwai Hospital, Beijing, China
| | - Juming Lu
- Department of Endocrinology and Metabolism, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Qiuhe Ji
- Department of Endocrinology and Metabolism, The Forth Military Medical University Xi Jing Hospital, Xian, China
| | - Benli Su
- Department of Endocrinology and Metabolism, The Second Affiliated Hospital Dalian Medical University, Dalian, China
| | - Haoming Tian
- Department of Endocrinology and Metabolism, Sichuan University West China Hospital, Chengdu, China
| | - Shen Qu
- Department of Endocrinology and Metabolism, Shanghai Tenth People's Hospital, Shanghai, China
| | - Jianping Weng
- Department of Endocrinology and Metabolism, The Third Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Danyi Zhang
- VitalStrategic Research Institute, Shanghai, China
| | - Jie Xu
- VitalStrategic Research Institute, Shanghai, China
| | - Linong Ji
- Department of Endocrinology and Metabolism, Peking University People's Hospital, Beijing, China.
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Increased risk of hepatitis B virus infection amongst individuals with diabetes mellitus. Biosci Rep 2019; 39:BSR20181715. [PMID: 30858308 PMCID: PMC6438870 DOI: 10.1042/bsr20181715] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Revised: 03/06/2019] [Accepted: 03/07/2019] [Indexed: 02/05/2023] Open
Abstract
There have been reports of hepatitis B outbreaks amongst diabetics in long-term care facilities, suggesting that risk of hepatitis B virus (HBV) infection is higher in this population. However, the magnitude of the risk and the incidence of HBV infection amongst the general diabetic population in China remains unknown. Data from a cohort study conducted in Mianyang City, Sichuan Province, China, were retrospectively analyzed in order to address this question. Demographic information was collected using a custom-designed questionnaire, and blood samples were tested for HBV using ELISA. We used multivariate logistic regression to explore the relationship between HBV infection and diabetes, while adjusting for age, sex, region, medical insurance, exposure history, and HBV vaccination. During 2013-2014, a total of 189766 adults were surveyed, of which 7382 were newly infected with HBV, corresponding to an incidence of 3.89%. In this study population, there were 4982 diabetic patients and 182710 non-diabetic individuals. Amongst those with diabetes, 265 (5.32%) were newly infected with HBV. In contrast, 7038 (3.85%) in the non-diabetic population were newly infected with HBV. The relative risk (RR) of HBV infection was 43% higher amongst those diagnosed with diabetes than amongst those not diagnosed (RR 1.43, 95% confidence interval (CI) 1.26-1.63). These results suggest that the risk of HBV infection is higher amongst individuals diagnosed with diabetes mellitus in Mianyang City, Sichuan Province, China. Hepatitis B vaccination and continuous infection control practices may help to reduce HBV infection in diabetic patients, and should be considered for diabetes management.
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Li J, Chattopadhyay K, Xu M, Chen Y, Hu F, Chu J, Li L. Glycaemic control in type 2 diabetes patients and its predictors: a retrospective database study at a tertiary care diabetes centre in Ningbo, China. BMJ Open 2018; 8:e019697. [PMID: 29581203 PMCID: PMC5875602 DOI: 10.1136/bmjopen-2017-019697] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
OBJECTIVES The objectives of the study were to assess glycaemic control in patients with type 2 diabetes (T2DM) at a tertiary care diabetes centre in Ningbo, China and to determine factors that independently predict their glycaemic control. DESIGN Retrospective cross-sectional study using an existing database, the Diabetes Information Management System. SETTING Tertiary care diabetes centre in Ningbo, China. PARTICIPANTS The study included adult patients with T2DM, registered and received treatment at the diabetes centre for at least six consecutive months. The study inclusion criteria were satisfied by 1387 patients, from 1 July 2012 to 30 June 2017. PRIMARY OUTCOME MEASURE Glycaemic control (poor was defined as glycated haemoglobin (HbA1c)>=7% or fasting blood glucose (FBG)>7.0 mmol/L). RESULTS In terms of HbA1c and FBG, the 5-year period prevalence of poor glycaemic control was 50.3% and 57.3%, respectively. In terms of HbA1c and FBG, the odds of poor glycaemic control increased with the duration of T2DM (>1 to 2 years: OR 1.84, 95% CI 1.06 to 3.19; >2 to 4 years: 3.32, 1.88 to 5.85 and >4 years: 5.98, 4.09 to 8.75 and >1 to 2 years: 2.10, 1.22 to 3.62; >2 to 4 years: 2.48, 1.42 to 4.34 and >4 years: 3.34, 2.32 to 4.80) and were higher in patients residing in rural areas (1.68, 1.24 to 2.28 and 1.42, 1.06 to 1.91), with hyperlipidaemia (1.57, 1.12 to 2.19 and 1.68, 1.21 to 2.33), on diet, physical activity and oral hypoglycaemic drug (OHD) as part of their T2DM therapeutic regimen (1.80, 1.01 to 3.23 and 2.40, 1.36 to 4.26) and on diet, physical activity, OHD and insulin (2.47, 1.38 to 4.41 and 2.78, 1.58 to 4.92), respectively. CONCLUSIONS More than half of patients with T2DM at the diabetes centre in Ningbo, China have poor glycaemic control, and the predictors of glycaemic control were identified. The study findings could be taken into consideration in future interventional studies aimed at improving glycaemic control in these patients.
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Affiliation(s)
- Jialin Li
- Department of Endocrinology and Metabolism, Ningbo First Hospital, Ningbo, China
| | - Kaushik Chattopadhyay
- Division of Epidemiology and Public Health, School of Medicine, University of Nottingham, Nottingham, UK
| | - Miao Xu
- Department of Endocrinology and Metabolism, Ningbo First Hospital, Ningbo, China
| | - Yanshu Chen
- Department of Endocrinology and Metabolism, Ningbo First Hospital, Ningbo, China
| | - Fangfang Hu
- Department of Endocrinology and Metabolism, Ningbo First Hospital, Ningbo, China
| | - Jianping Chu
- Department of Endocrinology and Metabolism, Ningbo First Hospital, Ningbo, China
| | - Li Li
- Department of Endocrinology and Metabolism, Ningbo First Hospital, Ningbo, China
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15
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Neidell M, Lamster IB, Shearer B. Cost-effectiveness of diabetes screening initiated through a dental visit. Community Dent Oral Epidemiol 2017; 45:275-280. [PMID: 28145564 DOI: 10.1111/cdoe.12286] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Accepted: 12/20/2016] [Indexed: 01/10/2023]
Abstract
OBJECTIVE To analyse the cost-effectiveness of a screening programme and follow-up interventions for persons with dysglycemia who are identified during a dental visit. METHODS This study is a secondary analysis utilizing data from two relevant publications. Those studies identified persons with dysglycemia who were seen in a dental school clinic for routine dental care and determined compliance with a recommendation to seek medical care. The response site was 59.4%. The Archimedes disease simulation model was utilized to simulate the effect of a weight loss programme for identified subjects on several outcomes. RESULTS Two scenarios for weight loss programmes were considered: a 10% permanent loss in body weight and a 10% loss that decays over time. Both diabetes and prediabetes were analysed. The decay path costs $21 243 per quality adjusted life year (QALY) with 3 years required to achieve the weight reduction. This cost decreases to $6655 if only 1 year is needed to achieve the weight goal. Without decay, the cost per QALY is $15 873 with 20 years of intervention, vs $647 per QALY with 10 years of intervention. For individuals with type 2 diabetes mellitus, the cost per QALY is $48 604 to $56 207 depending on adherence. With the addition of oral medication (a sulfonylurea), the cost is three times higher. CONCLUSIONS Under the conditions described here, identification of persons with dysglycemia in the dental office for initiating prediabetic care is a cost-effective means of identifying and treating affected individuals.
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Affiliation(s)
- Matthew Neidell
- Department of Health Policy & Management, Columbia University Mailman School of Public Health, New york, NY, USA
| | - Ira B Lamster
- Department of Health Policy & Management, Columbia University Mailman School of Public Health, New york, NY, USA
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Jeon YJ, Kim CR, Park JS, Choi KH, Kang MJ, Park SG, Park YJ. Health inequalities in hypertension and diabetes management among the poor in urban areas: a population survey analysis in south Korea. BMC Public Health 2016; 16:492. [PMID: 27286953 PMCID: PMC4901480 DOI: 10.1186/s12889-016-3169-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2015] [Accepted: 05/28/2016] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND This study investigated whether the prevalence, awareness, treatment, and control of hypertension and diabetes differed by residential areas. In addition, the rate of good hypertension or diabetes control was examined separately in men and women, and in urban and rural areas. METHODS This study used Korea National Health and Nutrition Examination V (2010-2012) data, a nationwide cross-sectional survey of general South Korean population. Residential areas were categorized into urban and rural areas. To examine differences between the residential areas in terms of prevalence, awareness, treatment, and control of hypertension and diabetes we performed a multivariate logistic regression adjusting for age, body mass index, physical activity, alcohol use, smoking, marital status, monthly income, and educational level. To investigate control of hypertension or diabetes within each residential area, we performed a subgroup analysis in both urban and rural areas. RESULTS The prevalence of hypertension is higher among men in urban areas than among those in rural areas (OR = 0.80; 95 % CI = 0.67-0.96, reference group = urban areas). However, the subgroups did not differ in terms of diabetes prevalence, awareness, treatment, and control. Regardless of both sex and residential area, participants in good control of their hypertension and diabetes were younger. Inequality in good control of hypertension was observed in men who lived in urban (≤Elementary school, OR 0.74, 95 % CI 0.60-0.92) and rural areas (≤Elementary school, OR 0.67, 95 % CI 0.46-0.99). Inequality in health status was found in women who resided in urban areas (≤Elementary school, OR 0.53, 95 % CI 0.37-0.75). Good control of diabetes also showed inequalities in health status for both men (≤Elementary school, OR 0.61, 95 % CI 0.40-0.94; Middle/High school, OR 0.69, 95 % CI 0.49-0.96) and women in urban areas (≤1 million won, OR 0.56, 95 % CI 0.33-0.93) (Reference group = '≥College' for education and '>3 million' Korean won for income). CONCLUSIONS After correction for individual socioeconomic status, differences by residential area were not observed. However, when the participants with good disease control were divided by region, inequality was confirmed in urban residents. Therefore, differentiated health policies to resolve individual and regional health inequalities are necessary.
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Affiliation(s)
- Young-Jee Jeon
- Department of Family Medicine, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Republic of Korea
| | - Chung Reen Kim
- Department of Rehabilitation Medicine, Ulsan University Hospital, University of Ulsan College of Medicine, 877, Bangeojinsunhwando-ro, Dong-gu, Ulsan, 44033, Republic of Korea.
| | - Joo-Sung Park
- Department of Family Medicine, Dong-A University College of Medicine, Busan, Republic of Korea
| | - Kyung-Hyun Choi
- Center for Health Promotion and Cancer Prevention, Dongnam Institute of Radiological and Medical Sciences, Busan, Republic of Korea
| | - Myoung Joo Kang
- Department of Internal Medicine, Inje University Haeundae Paik Hospital, Busan, Republic of Korea
| | - Seung Guk Park
- Departments of Family Medicine, Inje University Haeundae Paik Hospital, Busan, Republic of Korea
| | - Young-Jin Park
- Department of Family Medicine, Dong-A University College of Medicine, Busan, Republic of Korea
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