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Hu Y, Chen X, Zou H, Zhang H, Ni Q, Li Y, Ung COL, Hu H, Mu Y. Long-Term Clinical and Economic Effects of Switching to Once-Weekly Semaglutide from Other GLP-1 RAs Among Patients with Type 2 Diabetes in China: A Modeling Projection Study. Adv Ther 2025; 42:904-917. [PMID: 39680313 DOI: 10.1007/s12325-024-03082-7] [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: 10/30/2024] [Accepted: 11/22/2024] [Indexed: 12/17/2024]
Abstract
INTRODUCTION Previous studies, using clinical trial data, demonstrated that once-weekly (OW) semaglutide is dominant versus other glucagon-like peptide 1 receptor agonists (GLP-1 RAs) in China. This study aims to evaluate the long-term clinical and economic effects of switching to OW semaglutide from other GLP-1 RAs among patients with type 2 diabetes mellitus (T2DM) in China. METHODS The Institute of Health Economics Diabetes Cohort Model (IHE-DCM) was used to project life expectancy, quality-adjusted life years (QALYs), and total direct medical cost over 40 years from a Chinese healthcare system perspective. Baseline characteristics, clinical effectiveness, and the treatment dose of OW semaglutide were derived from previously real-world studies. Patients were assumed to switch to semaglutide or continue previous GLP-1 RAs for 3 years and change to intensive therapy. Drug prices were based on the median bidding price in January 2024 in China. Costs of other GLP-1 RAs were calculated on the basis of their market share in China. All costs were accounted as 2023 Chinese yuan (CNY). A discount of 5% was applied. One-way sensitivity analyses and probabilistic sensitivity analyses were used to test the robustness of the base-case result. RESULTS The results show that switching to OW semaglutide from other GLP-1 RAs among patients with T2DM in China can improve life expectancy by 0.02 years and afford an additional 0.12 QALYs per patient. Meanwhile, switching to OW semaglutide is associated with decreased total lifetime direct medical costs of 4204 CNY per patient, mainly resulting from savings in microvascular costs (2214 CNY) and macrovascular costs (1228 CNY). Sensitivity analyses show the robustness of modeling projection findings. CONCLUSION Based on real-world data from China, this modeling projection study demonstrates that switching to OW semaglutide from other GLP-1 RAs can have better clinical and economic effects for patients with T2DM in China, indicating it as a dominant treatment choice.
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Affiliation(s)
- Ying Hu
- Department of Endocrinology, The First Medical Center, Chinese People's Liberation Army General Hospital, 28 Fu Xing Road, Haidian District, Beijing, China
| | - Xianwen Chen
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Room 1050, E12 Research Building, Macau, SAR, China
| | - Huimin Zou
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Room 1050, E12 Research Building, Macau, SAR, China
| | - Hao Zhang
- Novo Nordisk (China) Pharmaceuticals Co., Ltd, Beijing, China
| | - Qi Ni
- Department of Endocrinology, The First Medical Center, Chinese People's Liberation Army General Hospital, 28 Fu Xing Road, Haidian District, Beijing, China
| | - Yijun Li
- Department of Endocrinology, The First Medical Center, Chinese People's Liberation Army General Hospital, 28 Fu Xing Road, Haidian District, Beijing, China
| | - Carolina Oi Lam Ung
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Room 1050, E12 Research Building, Macau, SAR, China
- Centre for Pharmaceutical Regulatory Sciences, University of Macau, Macao, China
- Department of Public Health and Medicinal Administration, Faculty of Health Sciences, University of Macau, Macao, China
| | - Hao Hu
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Room 1050, E12 Research Building, Macau, SAR, China.
- Centre for Pharmaceutical Regulatory Sciences, University of Macau, Macao, China.
- Department of Public Health and Medicinal Administration, Faculty of Health Sciences, University of Macau, Macao, China.
| | - Yiming Mu
- Department of Endocrinology, The First Medical Center, Chinese People's Liberation Army General Hospital, 28 Fu Xing Road, Haidian District, Beijing, China.
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Huang B, Jiang Q, Wu T, Shen Q, Wang W, Wang S, Huang Y, Wang S, Huang P, Lin M, Shi X, Li X. Hypoglycemia unawareness identified by continuous glucose monitoring system is frequent in outpatients with type 2 diabetes without receiving intensive therapeutic interventions. Diabetol Metab Syndr 2022; 14:180. [PMID: 36443872 PMCID: PMC9703673 DOI: 10.1186/s13098-022-00959-x] [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: 09/26/2022] [Accepted: 11/18/2022] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Patients with diabetes are prone to asymptomatic hypoglycemia (AH) due to diminished ability to perceive the onset of hypoglycemia. However, the actual prevalence and influencing factors of AH in outpatients with type 2 diabetes (T2DM) have not been well investigated. METHODS A total of 351 outpatients with T2DM underwent glucose monitoring by continuous glucose monitoring system (CGMS) for consecutive 72 h without changing their lifestyle and treatment regimens. Hypoglycemia is defined as a blood glucose level less than 3.9 mmol/L, which was further divided into Level 1 hypoglycemia (blood glucose 3.0-3.9 mmol/L) and Level 2 hypoglycemia (blood glucose < 3.0 mmol/L). Univariate and multivariate logistic regression analyses were used to determine the possible risk factors of AH. RESULTS In all 351 subjects studied, 137 outpatients (39.0%) were captured AH events, in which Level 1 AH and Level 2 AH accounted for 61.3% and 38.7%, respectively. 85 (62.0%) of the AH patients experienced nocturnal asymptomatic hypoglycemia (NAH) and 25 (18.2%) exclusively NAH. Multivariate logistic regression analysis demonstrated that patients with younger age, lower hemoglobin A1c (HbA1c), and higher systolic blood pressure (SBP) levels were associated with increased risk of AH. While after further grading of AH, male sex and Dipeptidylpeptidase-4 inhibitors (DPP4i) regime were shown to be associated with lower risk of Level 2 AH. CONCLUSIONS Hypoglycemia unawareness could be frequently observed at either daytime or nighttime, although NAH was more common, in outpatients with T2DM. Relative relax HbA1c targets should be considered for patients who are prone to AH.
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Affiliation(s)
- Bingkun Huang
- Department of Endocrinology and Diabetes, Xiamen Diabetes Institute, Xiamen Clinical Medical Center for Endocrine and Metabolic Diseases, Xiamen Diabetes Prevention and Treatment Center, Fujian Key Laboratory of Diabetes Translational Medicine, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Qiuhui Jiang
- Department of Endocrinology and Diabetes, Xiamen Diabetes Institute, Xiamen Clinical Medical Center for Endocrine and Metabolic Diseases, Xiamen Diabetes Prevention and Treatment Center, Fujian Key Laboratory of Diabetes Translational Medicine, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
- The Third Clinical Medical College of Fujian Medical University, Fujian, China
| | - Ting Wu
- Department of Endocrinology and Diabetes, Xiamen Diabetes Institute, Xiamen Clinical Medical Center for Endocrine and Metabolic Diseases, Xiamen Diabetes Prevention and Treatment Center, Fujian Key Laboratory of Diabetes Translational Medicine, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
- The Third Clinical Medical College of Fujian Medical University, Fujian, China
| | - Qingbao Shen
- Department of Endocrinology and Diabetes, Xiamen Diabetes Institute, Xiamen Clinical Medical Center for Endocrine and Metabolic Diseases, Xiamen Diabetes Prevention and Treatment Center, Fujian Key Laboratory of Diabetes Translational Medicine, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Wengui Wang
- Department of Endocrinology and Diabetes, Xiamen Diabetes Institute, Xiamen Clinical Medical Center for Endocrine and Metabolic Diseases, Xiamen Diabetes Prevention and Treatment Center, Fujian Key Laboratory of Diabetes Translational Medicine, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Shoubi Wang
- Department of Endocrinology and Diabetes, Xiamen Diabetes Institute, Xiamen Clinical Medical Center for Endocrine and Metabolic Diseases, Xiamen Diabetes Prevention and Treatment Center, Fujian Key Laboratory of Diabetes Translational Medicine, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
- Fujian Provincial Key Laboratory of Ophthalmology and Visual Science, Eye Institute of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Yinxiang Huang
- Department of Endocrinology and Diabetes, Xiamen Diabetes Institute, Xiamen Clinical Medical Center for Endocrine and Metabolic Diseases, Xiamen Diabetes Prevention and Treatment Center, Fujian Key Laboratory of Diabetes Translational Medicine, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Shunhua Wang
- Department of Endocrinology and Diabetes, Xiamen Diabetes Institute, Xiamen Clinical Medical Center for Endocrine and Metabolic Diseases, Xiamen Diabetes Prevention and Treatment Center, Fujian Key Laboratory of Diabetes Translational Medicine, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Peiying Huang
- Department of Endocrinology and Diabetes, Xiamen Diabetes Institute, Xiamen Clinical Medical Center for Endocrine and Metabolic Diseases, Xiamen Diabetes Prevention and Treatment Center, Fujian Key Laboratory of Diabetes Translational Medicine, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Mingzhu Lin
- Department of Endocrinology and Diabetes, Xiamen Diabetes Institute, Xiamen Clinical Medical Center for Endocrine and Metabolic Diseases, Xiamen Diabetes Prevention and Treatment Center, Fujian Key Laboratory of Diabetes Translational Medicine, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China
| | - Xiulin Shi
- Department of Endocrinology and Diabetes, Xiamen Diabetes Institute, Xiamen Clinical Medical Center for Endocrine and Metabolic Diseases, Xiamen Diabetes Prevention and Treatment Center, Fujian Key Laboratory of Diabetes Translational Medicine, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China.
| | - Xuejun Li
- Department of Endocrinology and Diabetes, Xiamen Diabetes Institute, Xiamen Clinical Medical Center for Endocrine and Metabolic Diseases, Xiamen Diabetes Prevention and Treatment Center, Fujian Key Laboratory of Diabetes Translational Medicine, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China.
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Huang W, Wei W, Wang J, Lyu Y, Li L. Effectiveness of a nurse-led online educational programme based on basic insulin therapy in patients with diabetes mellitus: A quasi-experimental trial. J Clin Nurs 2021; 31:2227-2239. [PMID: 34558147 DOI: 10.1111/jocn.16041] [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: 03/09/2021] [Revised: 08/14/2021] [Accepted: 08/26/2021] [Indexed: 01/19/2023]
Abstract
AIMS AND OBJECTIVES To evaluate the effectiveness of a nurse-led online educational programme based on patients with diabetes mellitus treated with initial basal insulin therapy. BACKGROUND Patients with type 2 diabetes mellitus (T2DM) need to be treated with insulin to control hyperglycaemia and reduce the risk of diabetic complications when oral hypoglycaemic drugs are not effective or contraindicated. Current practices emphasise the leading role of nurses in patients treated with initial basal insulin therapy after discharge. The introduction of nurse-led online education within this area is a relatively new programme. DESIGN This study was a quasi-experimental, nonequivalent, two-group, comparison group design. METHODS The study selected 800 patients with T2DM hospitalised in the Department of Endocrinology at a Chinese hospital from July 2018 to June 2020 who were initially treated with insulin. According to the time sequence, 400 patients from July 2018 to June 2019 were divided into the control group and 400 patients from July 2019 to June 2020 into the intervention group. The control group received routine health education and doctor-led follow-up based on routine health education. The intervention group received systematic health education and online insulin injection activities led by nurses. The effects were evaluated after 3 and 6 months of intervention. The TREND checklist was followed to ensure rigour in the study. RESULTS In total, 339 patients were enrolled in the intervention group and 333 patients within the control group. According to the analysis, 3 months after the intervention, the compliance rate of fasting blood glucose (FBG) (rate difference: 0.078, 95% CI: 0.006-1.150, p < .05) and HbA1c (%) (rate difference: 0.070, 95% CI: 0.001-0.137, p < .05) between the intervention and control groups were statistically significant; 6 months after the intervention, the compliance rate of FBG (rate difference: 0.077, 95% CI: 0.007-0.14, p < .05) and HbA1c (%) (rate difference: 0.106, 95% CI: 0.324-0.180, p < .01) between the intervention and the control groups were statistically significant. The total score of the 'My Opinion on Insulin' scale in the intervention group was (80.18 ± 6.68), and in the control group was (71.15 ± 8.17), there was a significant difference in the scale between the two groups (mean difference: 9.03, 95% CI: 7.900-10.160, p < .01). Through a multivariable regression model, in order to correct the important baseline characteristics, the daily insulin dosage, and the total score of the 'My Opinion on Insulin' scale after 6 months of intervention were independent risk factors for the two intervention methods in diabetic patients treated with initial basal insulin therapy (p < .05). CONCLUSIONS A nurse-led online programme was feasible and effective for patients with diabetes mellitus treated with initial basal insulin therapy. This programme could effectively be used to reduce the patient's daily insulin dose, as well as improve the patients' compliance using insulin therapy. RELEVANCE TO CLINICAL PRACTICE Nurse-led online education has a role in implementing a safe, standardised, and sustained approach to patients with diabetes mellitus treated with initial basal insulin therapy during follow-up after discharge.
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Affiliation(s)
- Wenzhen Huang
- Department of Endocrinology, Henan Provincial People's Hospital, People's Hospital of Zhengzhou University, No.7 Weiwu Street, Zhengzhou, 450000, China
| | - Wei Wei
- Department of Endocrinology, Henan Provincial People's Hospital, People's Hospital of Zhengzhou University, No.7 Weiwu Street, Zhengzhou, 450000, China
| | - Jie Wang
- Department of Endocrinology, Henan Provincial People's Hospital, People's Hospital of Zhengzhou University, No.7 Weiwu Street, Zhengzhou, 450000, China
| | - Yinghua Lyu
- Department of Endocrinology, Henan Provincial People's Hospital, People's Hospital of Zhengzhou University, No.7 Weiwu Street, Zhengzhou, 450000, China
| | - Li Li
- Department of Endocrinology, Henan Provincial People's Hospital, People's Hospital of Zhengzhou University, No.7 Weiwu Street, Zhengzhou, 450000, China
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Forst T, Choudhary P, Schneider D, Linetzky B, Pozzilli P. A practical approach to the clinical challenges in initiation of basal insulin therapy in people with type 2 diabetes. Diabetes Metab Res Rev 2021; 37:e3418. [PMID: 33098260 PMCID: PMC8519070 DOI: 10.1002/dmrr.3418] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 07/17/2020] [Accepted: 08/09/2020] [Indexed: 12/18/2022]
Abstract
Initiating insulin therapy with a basal insulin analogue has become a standard of care in the treatment of type 2 diabetes mellitus (T2DM). Despite increasing choices in pharmacological approaches, intensified glucose monitoring and improvements in quality of care, many patients do not achieve the desired level of glycaemic control. Although insulin therapy, when optimized, can help patients reach their glycaemic goals, there are barriers to treatment initiation on both the side of the patient and provider. Providers experience barriers based on their perceptions of patients' capabilities and concerns. They may lack the confidence to solve the practical problems of insulin therapy and avoid decisions they perceive as risky for their patients. In this study, we review recommendations for basal insulin initiation, focussing on glycaemic targets, titration, monitoring, and combination therapy with non-insulin anti-hyperglycaemic medications. We provide practical advice on how to address some of the key problems encountered in everyday clinical practice and give recommendations where there are gaps in knowledge or guidelines. We also discuss common challenges faced by people with T2DM, such as weight gain and hypoglycaemia, and how providers can address and overcome them.
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Affiliation(s)
- Thomas Forst
- Department of Endocrinology and Metabolic DiseasesUniversitatsmedizin der Johannes GutenbergMainzGermany
- Clinical Research ServicesManhheimGermany
| | - Pratik Choudhary
- Department of Diabetes and Nutritional SciencesKing's CollegeLondonUK
| | | | | | - Paolo Pozzilli
- Department of Endocrinology and Metabolic DiseasesUniversità Campus Bio‐MedicoRomeItaly
- Centre of ImmunobiologyBarts and the London School of MedicineQueen Mary University of LondonUK
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Hu X, Deng H, Zhang Y, Guo X, Cai M, Ling C, Li K. Efficacy and Safety of a Decision Support Intervention for Basal Insulin Self-Titration Assisted by the Nurse in Outpatients with T2DM: A Randomized Controlled Trial. Diabetes Metab Syndr Obes 2021; 14:1315-1327. [PMID: 33790599 PMCID: PMC7997413 DOI: 10.2147/dmso.s297913] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 02/20/2021] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVE The main aim of this study was to evaluate a combined fasting blood glucose based dosage self-titration setting and decision supported telephone coaching intervention on glycemic control and diabetes self-management skills, compared to the conventional care. METHODS A 12-week, single-blinded, randomized controlled trial was conducted on adults with type 2 diabetes (T2DM) primarily treated with basal insulin. After randomization, the intervention group (IG, n = 426) received a basal insulin self-titration decision support intervention administered by the Diabetes Specialty Nurses while the control group (CG, n = 423) received conventional care for 12 weeks, both included five telephone interviews. The primary efficacy endpoint was the effect of intervention on glycemic control, measured as the change in glycated hemoglobin (HbA1c) from baseline to Week 12 (after intervention) compared to the control group. Other endpoints included comparisons of the effects of intervention on fasting plasma glucose (FPG), postprandial plasma glucose (PPG), body weight, Michigan diabetes knowledge test (MDKT), diabetes empowerment scale-short Form (DES-DSF), and summary of diabetes self-care activities (SDSCA). Changes in the primary and secondary outcomes were compared using the t-test for continuous variables with a normal distribution and χ 2-test for categorical variables. RESULTS The IG showed more improvements on mean HbA1c, compared to the CG (-2.8% vs -1.8%), so did the FPG, PPG, MDKT, DES-DSF and SDSCA (all P<0.01) after the 12-week follow up. Though the final mean insulin dose in the IG was higher than the CG at the end of the study (0.32 U/kg vs 0.28 U/kg), the changes of body weight were similar between the two groups (0.46kg vs 0.40kg, P=0.246), and the proportion of patients with hypoglycemia events during the whole trial were similar (20.65% vs 17.73%, P=0.279). CONCLUSION Decision supporting of basal insulin glargine self-titration assisted by Diabetes Specialty Nurses is effective and safe in patients with T2DM. Decision supported telephone coaching intervention offers ongoing encouragement, guidance, and determination of relevant sources of decisional conflict, facilitating adjusting the insulin dose.
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Affiliation(s)
- Xiling Hu
- Department of Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, People’s Republic of China
| | - Hongrong Deng
- Department of Endocrinology and Metabolism, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, People’s Republic of China
| | - Yao Zhang
- Department of Endocrinology and Metabolism, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, People’s Republic of China
| | - Xiaodi Guo
- Department of Endocrinology and Metabolism, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, People’s Republic of China
| | - Mengyin Cai
- Department of Endocrinology and Metabolism, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, People’s Republic of China
| | - Cong Ling
- Department of Neurosurgery, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, People’s Republic of China
- Correspondence: Cong Ling Department of Neurosurgery, The Third Affiliated Hospital of Sun Yat-sen University, No. 600 Tianhe Road, Guangzhou, Guangdong, 510630, People’s Republic of ChinaTel +86-13580465121 Email
| | - Kun Li
- School of Nursing, Sun Yat-sen University, Guangzhou, People’s Republic of China
- Kun Li School of Nursing, Sun Yat-sen University, No. 74, Zhongshan Second Road, Guangzhou, Guangdong, 510085, People’s Republic of ChinaTel +86-13822206519 Email
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Wang C, Liu Z, Zhang P, Ma X, Che K, Wang Y. The differences in homeostasis model assessment values in type 2 diabetic patients with different lengths of history of diabetes. ARCHIVES OF ENDOCRINOLOGY AND METABOLISM 2019; 63:222-227. [PMID: 31066759 PMCID: PMC10522207 DOI: 10.20945/2359-3997000000134] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2018] [Accepted: 03/17/2019] [Indexed: 11/23/2022]
Abstract
OBJECTIVE Type 2 diabetes (T2DM) is characterized by the progressive deterioration of pancreatic islet β-cell function over time and insulin resistance. Knowing more about the differences in pancreatic islet function in T2DM patients who have had diabetes for different lengths of time can help improve therapy for T2DM. SUBJECTS AND METHODS We conducted a cross-sectional study to compare islet β-cell function and insulin resistance in T2DM patients (n = 3,254) who had had diabetes for different lengths of time and those in normal controls (n = 794) using ANOVA and LSD analysis. RESULTS We found that compared with that in normal controls, HOMA-β in T2DM patients with a history of diabetes of less than 1 year was lower (approximately 52% of that of normal controls, p = 0.003), while HOMA-IR in these patients was higher (approximately 50% of that of normal controls, p = 0.007). Compared with that in other diabetic patients, HOMA-β in patients with a history of diabetes of more than 30 years was the lowest. HOMA-IR in patients with a history of diabetes of between 20 and 30 years was lower than that in other diabetic patients (p < 0.05). CONCLUSIONS There were obvious decreases in HOMA-β and increases in HOMA-IR in T2DM patients with a history of diabetes of less than 1 year compared with those in normal controls. Therefore, early screening and intervention for T2DM might help improve islet function and delay the progression of diabetes.
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Affiliation(s)
- Chen Wang
- Endocrinology DepartmentThe Affiliated Hospital of Qingdao UniversityQingdaoShandongChinaEndocrinology Department, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Zaibo Liu
- Department of General SurgeryPeople’s Hospital of HaiyangYantaiShandongChinaDepartment of General Surgery, People’s Hospital of Haiyang, Yantai, Shandong, China
| | - Peng Zhang
- Department of Gastroenterology,The Affiliated Hospital of Qingdao UniversityQingdaoShandongChinaDepartment of Gastroenterology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Xiaolong Ma
- Endocrinology DepartmentThe Affiliated Hospital of Qingdao UniversityQingdaoShandongChinaEndocrinology Department, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Kui Che
- Laboratory of Thyroid DiseaseThe Affiliated Hospital of Qingdao UniversityQingdaoShandongChinaLaboratory of Thyroid Disease, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Yangang Wang
- Endocrinology DepartmentThe Affiliated Hospital of Qingdao UniversityQingdaoShandongChinaEndocrinology Department, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
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Lipska KJ, Parker MM, Moffet HH, Huang ES, Karter AJ. Association of Initiation of Basal Insulin Analogs vs Neutral Protamine Hagedorn Insulin With Hypoglycemia-Related Emergency Department Visits or Hospital Admissions and With Glycemic Control in Patients With Type 2 Diabetes. JAMA 2018; 320:53-62. [PMID: 29936529 PMCID: PMC6134432 DOI: 10.1001/jama.2018.7993] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
IMPORTANCE In clinical trials of patients with type 2 diabetes, long-acting insulin analogs modestly reduced the risk of nocturnal hypoglycemia compared with human neutral protamine Hagedorn (NPH) insulin, but cost 2 to 10 times more. Outcomes in clinical practice may differ from trial results. OBJECTIVE To compare the rates of hypoglycemia-related emergency department (ED) visits or hospital admissions associated with initiation of long-acting insulin analogs vs human NPH insulin in patients with type 2 diabetes. DESIGN, SETTING, AND PARTICIPANTS A retrospective observational study using data from Kaiser Permanente of Northern California from January 1, 2006, through September 30, 2015. Patients with type 2 diabetes who initiated a long-acting insulin analog or NPH insulin were included and censored at death, loss of health plan coverage, change in insulin treatment, or study end on September 30, 2015. EXPOSURE Initiation of basal insulin analogs (glargine or detemir) vs NPH insulin. MAIN OUTCOMES AND MEASURES The primary outcome was the time to a hypoglycemia-related ED visit or hospital admission and the secondary outcome was the change in hemoglobin A1c level within 1 year of insulin initiation. RESULTS There were 25 489 patients with type 2 diabetes who initiated basal insulin therapy (mean age, 60.2 [SD, 11.8] years; 51.9% white; 46.8% female). During a mean follow-up of 1.7 years, there were 39 hypoglycemia-related ED visits or hospital admissions among 1928 patients who initiated insulin analogs (11.9 events [95% CI, 8.1 to 15.6] per 1000 person-years) compared with 354 hypoglycemia-related ED visits or hospital admissions among 23 561 patients who initiated NPH insulin (8.8 events [95% CI, 7.9 to 9.8] per 1000 person-years) (between-group difference, 3.1 events [95% CI, -1.5 to 7.7] per 1000 person-years; P = .07). Among 4428 patients matched by propensity score, the adjusted hazard ratio was 1.16 (95% CI, 0.71 to 1.78) for hypoglycemia-related ED visits or hospital admissions associated with insulin analog use. Within 1 year of insulin initiation, hemoglobin A1c level decreased from 9.4% (95% CI, 9.3% to 9.5%) to 8.2% (95% CI, 8.1% to 8.2%) after initiation of insulin analogs and from 9.4% (95% CI, 9.3% to 9.5%) to 7.9% (95% CI, 7.9% to 8.0%) after initiation of NPH insulin (adjusted difference-in-differences for glycemic control, -0.22% [95% CI, -0.09% to -0.37%]). CONCLUSIONS AND RELEVANCE Among patients with type 2 diabetes, initiation of a basal insulin analog compared with NPH insulin was not associated with a reduced risk of hypoglycemia-related ED visits or hospital admissions or with improved glycemic control. These findings suggest that the use of basal insulin analogs in usual practice settings may not be associated with clinical advantages for these outcomes.
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Affiliation(s)
- Kasia J. Lipska
- Section of Endocrinology, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut
| | - Melissa M. Parker
- Division of Research, Kaiser Permanente of Northern California, Oakland
| | - Howard H. Moffet
- Division of Research, Kaiser Permanente of Northern California, Oakland
| | - Elbert S. Huang
- Department of Medicine, University of Chicago, Chicago, Illinois
| | - Andrew J. Karter
- Division of Research, Kaiser Permanente of Northern California, Oakland
- Department of General Internal Medicine, University of California, San Francisco
- Department of Epidemiology, University of Washington, Seattle
- Department of Health Services, University of Washington, Seattle
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