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Aldafas R, Crabtree T, Vinogradova Y, Gordon JP, Idris I. Efficacy and safety of intensive versus conventional glucose targets in people with type 2 diabetes: a systematic review and meta-analysis. Expert Rev Endocrinol Metab 2023; 18:95-110. [PMID: 36718676 DOI: 10.1080/17446651.2023.2166489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Accepted: 01/05/2023] [Indexed: 02/01/2023]
Abstract
OBJECTIVE The aim of study is to re-evaluate the risk-benefits of intensive glycemic control in the context of multi-factorial intervention in adults with T2D. METHODS We searched Ovid MEDLINE, Embase, Cochrane, and CINHAL for randomized control trials comparing standard glucose targets to intensive glucose targets with pre-specified HbA1clevels. Subgroup analysis was also performed to account for the inclusion of glucose only versus multi-factorial intervention trials. Results are reported as risk ratio (RR) and 95% confidence interval (CI). RESULTS Fifty-seven publications including 19 trials were included. Compared to conventional glycemic control, intensive glycemic control decreased the risk of non-fatal myocardial infarction (0.8, 0.7-0.91), macroalbuminuria (0.72, 0.5--0.87), microalbuminuria (0.67, 0.52-0.85), major amputation (0.6, 0.38-0.96), retinopathy (0.75 ,0.63-0.9), and nephropathy (0.78, 0.63-0.97). The risk of hypoglycemia increased with intensive glycemic control than conventional treatment (2.04, 1.34-3.1). No reduction in all-cause or cardiovascular mortality was observed. However, in the context of multifactorial intervention, intensive glucose control was associated with a significant reduction in all-cause mortality (0.74, 0.57-0.95). CONCLUSION Targeting HbA1c levels should be individualized based on the clinical status, balancing risks and benefits and potential risk for developing these complications among people with T2D.
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Affiliation(s)
- Rami Aldafas
- Division of Graduate Entry Medicine and Health Sciences, University of Nottingham, Nottingham, UK
- Faculty of Public Health, College of Health Science, the Saudi Electronic University, Riyadh, Saudi Arabia
| | - Thomas Crabtree
- Division of Graduate Entry Medicine and Health Sciences, University of Nottingham, Nottingham, UK
- Department of Endocrinology and Diabetes, University Hospitals Derby and Burton NHS Foundation Trust, Derby, UK
| | - Yana Vinogradova
- Division of Primary Care, University of Nottingham, Nottingham, UK
| | - Jason P Gordon
- Division of Graduate Entry Medicine and Health Sciences, University of Nottingham, Nottingham, UK
- Health Economic Outcomes Research, Birmingham, UK
| | - Iskandar Idris
- Division of Graduate Entry Medicine and Health Sciences, University of Nottingham, Nottingham, UK
- Department of Endocrinology and Diabetes, University Hospitals Derby and Burton NHS Foundation Trust, Derby, UK
- MRC-Versus Arthritis Centre for Musculoskeletal Ageing Research, University of Nottingham, NIHR, Nottingham BRC, University of Nottingham, UK
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Chan JCN, Lim LL, Wareham NJ, Shaw JE, Orchard TJ, Zhang P, Lau ESH, Eliasson B, Kong APS, Ezzati M, Aguilar-Salinas CA, McGill M, Levitt NS, Ning G, So WY, Adams J, Bracco P, Forouhi NG, Gregory GA, Guo J, Hua X, Klatman EL, Magliano DJ, Ng BP, Ogilvie D, Panter J, Pavkov M, Shao H, Unwin N, White M, Wou C, Ma RCW, Schmidt MI, Ramachandran A, Seino Y, Bennett PH, Oldenburg B, Gagliardino JJ, Luk AOY, Clarke PM, Ogle GD, Davies MJ, Holman RR, Gregg EW. The Lancet Commission on diabetes: using data to transform diabetes care and patient lives. Lancet 2021; 396:2019-2082. [PMID: 33189186 DOI: 10.1016/s0140-6736(20)32374-6] [Citation(s) in RCA: 335] [Impact Index Per Article: 111.7] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Revised: 07/06/2020] [Accepted: 11/05/2020] [Indexed: 01/19/2023]
Affiliation(s)
- Juliana C N Chan
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Asia Diabetes Foundation, Hong Kong Special Administrative Region, China.
| | - Lee-Ling Lim
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Asia Diabetes Foundation, Hong Kong Special Administrative Region, China; Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Nicholas J Wareham
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Jonathan E Shaw
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia; School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia; School of Life Sciences, La Trobe University, Melbourne, VIC, Australia
| | - Trevor J Orchard
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, KS, USA
| | - Ping Zhang
- Division of Diabetes Translation, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Eric S H Lau
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Asia Diabetes Foundation, Hong Kong Special Administrative Region, China
| | - Björn Eliasson
- Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; Department of Endocrinology and Metabolism, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Alice P S Kong
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Majid Ezzati
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK; Medical Research Council Centre for Environment and Health, Imperial College London, London, UK; WHO Collaborating Centre on NCD Surveillance and Epidemiology, Imperial College London, London, UK
| | - Carlos A Aguilar-Salinas
- Departamento de Endocrinología y Metabolismo, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Margaret McGill
- Diabetes Centre, Royal Prince Alfred Hospital, University of Sydney, Sydney, NSW, Australia
| | - Naomi S Levitt
- Chronic Disease Initiative for Africa, Department of Medicine, Faculty of Medicine and Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Guang Ning
- Shanghai Clinical Center for Endocrine and Metabolic Disease, Department of Endocrinology, Ruijin Hospital, Shanghai Jiaotong University, School of Medicine, Shanghai, China; Shanghai Institute of Endocrine and Metabolic Diseases, Shanghai, China
| | - Wing-Yee So
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Jean Adams
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Paula Bracco
- School of Medicine and Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Nita G Forouhi
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Gabriel A Gregory
- Life for a Child Program, Diabetes NSW and ACT, Glebe, NSW, Australia; Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Jingchuan Guo
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, KS, USA
| | - Xinyang Hua
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Emma L Klatman
- Life for a Child Program, Diabetes NSW and ACT, Glebe, NSW, Australia
| | - Dianna J Magliano
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia; School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Boon-Peng Ng
- Division of Diabetes Translation, US Centers for Disease Control and Prevention, Atlanta, GA, USA; College of Nursing and Disability, Aging and Technology Cluster, University of Central Florida, Orlando, FL, USA
| | - David Ogilvie
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Jenna Panter
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Meda Pavkov
- Division of Diabetes Translation, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Hui Shao
- Division of Diabetes Translation, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Nigel Unwin
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Martin White
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Constance Wou
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Ronald C W Ma
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Maria I Schmidt
- School of Medicine and Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Ambady Ramachandran
- India Diabetes Research Foundation and Dr A Ramachandran's Diabetes Hospitals, Chennai, India
| | - Yutaka Seino
- Center for Diabetes, Endocrinology and Metabolism, Kansai Electric Power Hospital, Osaka, Japan; Yutaka Seino Distinguished Center for Diabetes Research, Kansai Electric Power Medical Research Institute, Kobe, Japan
| | - Peter H Bennett
- Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, AZ, USA
| | - Brian Oldenburg
- Nossal Institute for Global Health, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia; WHO Collaborating Centre on Implementation Research for Prevention and Control of NCDs, University of Melbourne, Melbourne, VIC, Australia
| | - Juan José Gagliardino
- Centro de Endocrinología Experimental y Aplicada, UNLP-CONICET-CICPBA, Facultad de Ciencias Médicas, Universidad Nacional de La Plata, La Plata, Argentina
| | - Andrea O Y Luk
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Asia Diabetes Foundation, Hong Kong Special Administrative Region, China
| | - Philip M Clarke
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Graham D Ogle
- Life for a Child Program, Diabetes NSW and ACT, Glebe, NSW, Australia; National Health and Medical Research Council Clinical Trials Centre, University of Sydney, Sydney, NSW, Australia
| | - Melanie J Davies
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - Rury R Holman
- Diabetes Trials Unit, Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, UK
| | - Edward W Gregg
- Division of Diabetes Translation, US Centers for Disease Control and Prevention, Atlanta, GA, USA; Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
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Siegel KR, Ali MK, Zhou X, Ng BP, Jawanda S, Proia K, Zhang X, Gregg EW, Albright AL, Zhang P. Cost-effectiveness of Interventions to Manage Diabetes: Has the Evidence Changed Since 2008? Diabetes Care 2020; 43:1557-1592. [PMID: 33534729 DOI: 10.2337/dci20-0017] [Citation(s) in RCA: 94] [Impact Index Per Article: 23.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Accepted: 04/03/2020] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To synthesize updated evidence on the cost-effectiveness (CE) of interventions to manage diabetes, its complications, and comorbidities. RESEARCH DESIGN AND METHODS We conducted a systematic literature review of studies from high-income countries evaluating the CE of diabetes management interventions recommended by the American Diabetes Association (ADA) and published in English between June 2008 and July 2017. We also incorporated studies from a previous CE review from the period 1985-2008. We classified the interventions based on their strength of evidence (strong, supportive, or uncertain) and levels of CE: cost-saving (more health benefit at a lower cost), very cost-effective (≤$25,000 per life year gained [LYG] or quality-adjusted life year [QALY]), cost-effective ($25,001-$50,000 per LYG or QALY), marginally cost-effective ($50,001-$100,000 per LYG or QALY), or not cost-effective (>$100,000 per LYG or QALY). Costs were measured in 2017 U.S. dollars. RESULTS Seventy-three new studies met our inclusion criteria. These were combined with 49 studies from the previous review to yield 122 studies over the period 1985-2017. A large majority of the ADA-recommended interventions remain cost-effective. Specifically, we found strong evidence that the following ADA-recommended interventions are cost-saving or very cost-effective: In the cost-saving category are 1) ACE inhibitor (ACEI)/angiotensin receptor blocker (ARB) therapy for intensive hypertension management compared with standard hypertension management, 2) ACEI/ARB therapy to prevent chronic kidney disease and/or end-stage renal disease in people with albuminuria compared with no ACEI/ARB therapy, 3) comprehensive foot care and patient education to prevent and treat foot ulcers among those at moderate/high risk of developing foot ulcers, 4) telemedicine for diabetic retinopathy screening compared with office screening, and 5) bariatric surgery compared with no surgery for individuals with type 2 diabetes (T2D) and obesity (BMI ≥30 kg/m2). In the very cost-effective category are 1) intensive glycemic management (targeting A1C <7%) compared with conventional glycemic management (targeting an A1C level of 8-10%) for individuals with newly diagnosed T2D, 2) multicomponent interventions (involving behavior change/education and pharmacological therapy targeting hyperglycemia, hypertension, dyslipidemia, microalbuminuria, nephropathy/retinopathy, secondary prevention of cardiovascular disease with aspirin) compared with usual care, 3) statin therapy compared with no statin therapy for individuals with T2D and history of cardiovascular disease, 4) diabetes self-management education and support compared with usual care, 5) T2D screening every 3 years starting at age 45 years compared with no screening, 6) integrated, patient-centered care compared with usual care, 7) smoking cessation compared with no smoking cessation, 8) daily aspirin use as primary prevention for cardiovascular complications compared with usual care, 9) self-monitoring of blood glucose three times per day compared with once per day among those using insulin, 10) intensive glycemic management compared with conventional insulin therapy for T2D among adults aged ≥50 years, and 11) collaborative care for depression compared with usual care. CONCLUSIONS Complementing professional treatment recommendations, our systematic review provides an updated understanding of the potential value of interventions to manage diabetes and its complications and can assist clinicians and payers in prioritizing interventions and health care resources.
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Affiliation(s)
- Karen R Siegel
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA
| | - Mohammed K Ali
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA.,Hubert Department of Global Health and Department of Family and Preventive Medicine, Emory University, Atlanta, GA
| | - Xilin Zhou
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA
| | - Boon Peng Ng
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA.,College of Nursing and Disability, Aging and Technology Cluster, University of Central Florida, Orlando, FL
| | - Shawn Jawanda
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA
| | - Krista Proia
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA
| | - Xuanping Zhang
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA
| | - Edward W Gregg
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA
| | - Ann L Albright
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA
| | - Ping Zhang
- Division of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, GA
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Gnesin F, Thuesen ACB, Kähler LKA, Madsbad S, Hemmingsen B. Metformin monotherapy for adults with type 2 diabetes mellitus. Cochrane Database Syst Rev 2020; 6:CD012906. [PMID: 32501595 PMCID: PMC7386876 DOI: 10.1002/14651858.cd012906.pub2] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
BACKGROUND Worldwide, there is an increasing incidence of type 2 diabetes mellitus (T2DM). Metformin is still the recommended first-line glucose-lowering drug for people with T2DM. Despite this, the effects of metformin on patient-important outcomes are still not clarified. OBJECTIVES To assess the effects of metformin monotherapy in adults with T2DM. SEARCH METHODS We based our search on a systematic report from the Agency for Healthcare Research and Quality, and topped-up the search in CENTRAL, MEDLINE, Embase, WHO ICTRP, and ClinicalTrials.gov. Additionally, we searched the reference lists of included trials and systematic reviews, as well as health technology assessment reports and medical agencies. The date of the last search for all databases was 2 December 2019, except Embase (searched up 28 April 2017). SELECTION CRITERIA We included randomised controlled trials (RCTs) with at least one year's duration comparing metformin monotherapy with no intervention, behaviour changing interventions or other glucose-lowering drugs in adults with T2DM. DATA COLLECTION AND ANALYSIS Two review authors read all abstracts and full-text articles/records, assessed risk of bias, and extracted outcome data independently. We resolved discrepancies by involvement of a third review author. For meta-analyses we used a random-effects model with investigation of risk ratios (RRs) for dichotomous outcomes and mean differences (MDs) for continuous outcomes, using 95% confidence intervals (CIs) for effect estimates. We assessed the overall certainty of the evidence by using the GRADE instrument. MAIN RESULTS We included 18 RCTs with multiple study arms (N = 10,680). The percentage of participants finishing the trials was approximately 58% in all groups. Treatment duration ranged from one to 10.7 years. We judged no trials to be at low risk of bias on all 'Risk of bias' domains. The main outcomes of interest were all-cause mortality, serious adverse events (SAEs), health-related quality of life (HRQoL), cardiovascular mortality (CVM), non-fatal myocardial infarction (NFMI), non-fatal stroke (NFS), and end-stage renal disease (ESRD). Two trials compared metformin (N = 370) with insulin (N = 454). Neither trial reported on all-cause mortality, SAE, CVM, NFMI, NFS or ESRD. One trial provided information on HRQoL but did not show a substantial difference between the interventions. Seven trials compared metformin with sulphonylureas. Four trials reported on all-cause mortality: in three trials no participant died, and in the remaining trial 31/1454 participants (2.1%) in the metformin group died compared with 31/1441 participants (2.2%) in the sulphonylurea group (very low-certainty evidence). Three trials reported on SAE: in two trials no SAE occurred (186 participants); in the other trial 331/1454 participants (22.8%) in the metformin group experienced a SAE compared with 308/1441 participants (21.4%) in the sulphonylurea group (very low-certainty evidence). Two trials reported on CVM: in one trial no CVM was observed and in the other trial 4/1441 participants (0.3%) in the metformin group died of cardiovascular reasons compared with 8/1447 participants (0.6%) in the sulphonylurea group (very low-certainty evidence). Three trials reported on NFMI: in two trials no NFMI occurred, and in the other trial 21/1454 participants (1.4%) in the metformin group experienced a NFMI compared with 15/1441 participants (1.0%) in the sulphonylurea group (very low-certainty evidence). One trial reported no NFS occurred (very low-certainty evidence). No trial reported on HRQoL or ESRD. Seven trials compared metformin with thiazolidinediones (very low-certainty evidence for all outcomes). Five trials reported on all-cause mortality: in two trials no participant died; the overall RR was 0.88, 95% CI 0.55 to 1.39; P = 0.57; 5 trials; 4402 participants). Four trials reported on SAE, the RR was 0,95, 95% CI 0.84 to 1.09; P = 0.49; 3208 participants. Four trials reported on CVM, the RR was 0.71, 95% CI 0.21 to 2.39; P = 0.58; 3211 participants. Three trial reported on NFMI: in two trials no NFMI occurred and in one trial 21/1454 participants (1.4%) in the metformin group experienced a NFMI compared with 25/1456 participants (1.7%) in the thiazolidinedione group. One trial reported no NFS occurred. No trial reported on HRQoL or ESRD. Three trials compared metformin with dipeptidyl peptidase-4 inhibitors (one trial each with saxagliptin, sitagliptin, vildagliptin with altogether 1977 participants). There was no substantial difference between the interventions for all-cause mortality, SAE, CVM, NFMI and NFS (very low-certainty evidence for all outcomes). One trial compared metformin with a glucagon-like peptide-1 analogue (very low-certainty evidence for all reported outcomes). There was no substantial difference between the interventions for all-cause mortality, CVM, NFMI and NFS. One or more SAEs were reported in 16/268 (6.0%) of the participants allocated to metformin compared with 35/539 (6.5%) of the participants allocated to a glucagon-like peptide-1 analogue. HRQoL or ESRD were not reported. One trial compared metformin with meglitinide and two trials compared metformin with no intervention. No deaths or SAEs occurred (very low-certainty evidence) no other patient-important outcomes were reported. No trial compared metformin with placebo or a behaviour changing interventions. Four ongoing trials with 5824 participants are likely to report one or more of our outcomes of interest and are estimated to be completed between 2018 and 2024. Furthermore, 24 trials with 2369 participants are awaiting assessment. AUTHORS' CONCLUSIONS There is no clear evidence whether metformin monotherapy compared with no intervention, behaviour changing interventions or other glucose-lowering drugs influences patient-important outcomes.
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Affiliation(s)
- Filip Gnesin
- Department of Endocrinology, Diabetes and Metabolism, Department 7652, Rigshospitalet, Copenhagen, Denmark
| | - Anne Cathrine Baun Thuesen
- Steno Diabetes Center Copenhagen, Gentofte, Denmark
- Faculty of Health and Medical Sciences, University of Copenhagen, Novo Nordisk Foundation Center for Basic Metabolic Research, Copenhagen, Denmark
| | | | - Sten Madsbad
- Department of Endocrinology, Hvidovre Hospital, University of Copenhagen, Hvidovre, Denmark
| | - Bianca Hemmingsen
- Cochrane Metabolic and Endocrine Disorders Group, Institute of General Practice, Medical Faculty of the Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany
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Wang H, Wang M, Wang J, Liu H, Lu R, Duan T, Gong X, Feng S, Cui Z, Liu Y, Li C, Ma J. Cost-effectiveness analysis of comprehensive intervention programs to control blood glucose in overweight and obese type 2 diabetes mellitus patients based on a real-world setting: Markov modeling. ANNALS OF TRANSLATIONAL MEDICINE 2019; 7:676. [PMID: 31930077 DOI: 10.21037/atm.2019.10.38] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Background Blood glucose control management in overweight and obese diabetic patients poses heavy public health and economic burdens on the health system. This study aimed to evaluate the short-term cost-effectiveness of a comprehensive intervention program for blood glucose management in different groups using a Markov model. Methods Based on real-world data, a Markov model was developed to calculate the cost per quality-adjusted life-year (QALY) gained. The division of Markov states was in accordance with clinical practice. A three-month cycle length and a 5-year time horizon were applied. A 3% discounting rate was applied for both the costs and utilities. Results The incremental cost-effectiveness ratios (ICER) was more favorable for the male group than the female group, with an associated ICER of 104 K RMB per QALY gained. Compared with the younger group, the incremental gain of the middle-aged group was -0.062 QALY, and the incremental cost was -3,198.64 RMB; meanwhile, the incremental gain of the elderly group was -0.176 QALY, and the incremental cost was 4,485.746 RMB. The sensitivity analysis showed that the ICER is sensitive to the costs of this program and less sensitive to the discounting rate and the time horizon. Conclusions The comprehensive intervention program for blood glucose management of overweight and obese patients with diabetes is cost-effective for the middle-aged male group and elderly female group, respectively. Moreover, the male group was more favorable than the female group if three times the gross domestic product (GDP) per capita was adopted as the maximum willingness to pay (WTP) for a QALY in China.
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Affiliation(s)
- Hui Wang
- Department of Health Statistics, College of Public Health, Tianjin Medical University, Tianjin 300070, China
| | - Mengyang Wang
- Department of Health Statistics, College of Public Health, Tianjin Medical University, Tianjin 300070, China
| | - Jiao Wang
- Department of Health Statistics, College of Public Health, Tianjin Medical University, Tianjin 300070, China
| | - Hongwei 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
| | - Tongqing Duan
- Department of Health Statistics, College of Public Health, Tianjin Medical University, Tianjin 300070, China
| | - Xiaowen Gong
- Department of Health Statistics, College of Public Health, Tianjin Medical University, Tianjin 300070, China
| | - Siyuan Feng
- 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
| | - Yuanyuan Liu
- Department of Health Statistics, College of Public Health, Tianjin Medical University, Tianjin 300070, China
| | - Changping Li
- Department of Health Statistics, College of Public Health, Tianjin Medical University, Tianjin 300070, China
| | - Jun Ma
- Department of Health Statistics, College of Public Health, Tianjin Medical University, Tianjin 300070, China
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Rodríguez-Sánchez B, Feenstra TL, Bilo HJG, Alessie RJM. Costs of people with diabetes in relation to average glucose control: an empirical approach controlling for year of onset cohorts. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2019; 20:989-1000. [PMID: 31098887 DOI: 10.1007/s10198-019-01072-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2018] [Accepted: 05/07/2019] [Indexed: 06/09/2023]
Abstract
OBJECTIVE To estimate the impact of glycaemic control and time since diabetes diagnosis on care costs incurred by people with type 2 diabetes mellitus (T2DM). RESEARCH DESIGN AND METHODS Random-effects linear regression models were run to test the impact of average glucose control (HbA1c) and time since diabetes diagnosis on total care spending in people with T2DM, adjusting for year of onset and other covariates. Two datasets were linked, Vektis (healthcare costs reimbursed by the Dutch mandatory health insurance) and Zodiac (clinical and sociodemographic data). The sample includes 22,612 observations, grouped in 5653 individuals from the Northern part of the Netherlands, covering 4 years (2008-2011). RESULTS A 1% point increase in HbA1c is associated with a 2.2% higher total care costs. However, when treatment modality is included, the results are modified. A 1% point increase (11 mol/mol) in HbA1c is significantly associated with 3.4% higher total care costs for individuals without glucose-lowering treatment. Being treated with insulin is significantly associated with an increase in costs of 30-38% for every additional percentage point of HbA1c, depending on the covariates included. Without controlling for year of onset, an additional year of diabetes duration relates to 2.6% higher care costs, while this is 4.9% controlling for year of onset. The effect of HbA1c and diabetes duration differs between types of costs. CONCLUSION HbA1c, insulin treatment and diabetes duration are the main drivers of increasing care costs. The results signal the relevance of controlling for HbA1c together with treatment modality, diabetes duration and year of diagnosis effects.
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Affiliation(s)
- Beatriz Rodríguez-Sánchez
- Department of Economic Analysis and Finance, Faculty of Law and Social Sciences, University of Castilla la Mancha, Cobertizo de San Pedro Mártir s/n, 45071, Toledo, Spain.
| | - Talitha L Feenstra
- Department of Epidemiology, University Medical Centrum of Groningen, Groningen, The Netherlands
| | - Henk J G Bilo
- Department of Internal Medicine-Management, University Medical Centrum of Groningen, Groningen, The Netherlands
| | - Rob J M Alessie
- Department of Economics, Econometrics and Finance, University of Groningen, Groningen, The Netherlands
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Stevens ER, Farrell D, Jumkhawala SA, Ladapo JA. Quality of health economic evaluations for the ACC/AHA stable ischemic heart disease practice guideline: A systematic review. Am Heart J 2018; 204:17-33. [PMID: 30077048 DOI: 10.1016/j.ahj.2018.06.013] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2018] [Accepted: 06/30/2018] [Indexed: 12/19/2022]
Abstract
BACKGROUND The American College of Cardiology/American Heart Association (ACC/AHA) recently published a rigorous framework to guide integration of economic data into clinical guidelines. We assessed the quality of economic evaluations in a major ACC/AHA clinical guidance report. METHODS We systematically identified cost-effectiveness analyses (CEAs) of RCTs cited in the ACC/AHA 2012 Guideline for the Diagnosis and Management of Patients with Stable Ischemic Heart Disease. We extracted: (1) study identifiers; (2) parent RCT information; (3) economic analysis characteristics; and (4) study quality using the Quality of Health Economic Studies instrument (QHES). RESULTS Quality scores were categorized as high (≥75 points) or low (<75 points). Of 1,266 citations in the guideline, 219 were RCTs associated with 77 CEAs. Mean quality score was 81 (out of 100) and improved over time, though 29.9% of studies were low-quality. Cost-per-QALY was the most commonly reported primary outcome (39.0%). Low-quality studies were less likely to report study perspective, use appropriate time horizons, or address statistical and clinical uncertainty. Funding was overwhelmingly private (83%). A detailed methodological assessment of high-quality studies revealed domains of additional methodological issues not identified by the QHES. CONCLUSIONS Economic evaluations of RCTs in the 2012 ACC/AHA ischemic heart disease guideline largely had high QHES scores but methodological issues existed among "high-quality" studies. Because the ACC/AHA has generally been more systematic in its integration of scientific evidence compared to other professional societies, it is likely that most societies will need to proceed more cautiously in their integration of economic evidence.
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Abstract
The United Kingdom Prospective Diabetes Study, the most ambitious single study of the treatment and nature of type 2 diabetes to date has two and nature of type 2 diabetes to date has two aspects: (i) as a clinical trial it has established that intensified glucose and blood pressure control significantly reduce the micro- and macrovascular complications of type 2 diabetes; (ii) in addition, because of its size and duration and the density of the data collected, it provides unparalleled information on the nature and natural history of the disease. It has defined the major importance of hyperglycaemia and hypertension as risk factors for complications and with the trial results provides the rationale and the goals for therapy. However, identification of the progressive deterioration of beta-cell function and the relative inefficacy of currently available therapies has posed major challenges to the achievement of these goals. Like all classic studies it raises more questions for further investigation.
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Affiliation(s)
- Jonathan C Levy
- Diabetes Research Laboratories, Oxford Centre for Diabetes, Endocrinology and Metabolism, The Radcliffe Infirmary, Woodstock Road, Oxford 0X2 6HE,
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9
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Bottomley J, Palmer AJ, Williams R, Dormandy J, Massi-Benedetti M. Review: PROactive 03: Pioglitazone, type 2 diabetes and reducing macrovascular events — economic implications? ACTA ACUST UNITED AC 2016. [DOI: 10.1177/14746514060060020401] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
conomic value of medicines, medical devices and other technologies is an increasingly important consideration in healthcare management. Conducting high quality economic analyses alongside randomised controlled clinical trials (RCTs) is desirable since these offer timely information with high internal validity. The recent publication of the landmark PROactive study provides a relevant platform upon which to base a detailed economic evaluation of the possible additional benefit of pioglitazone over and above current best treatment in patients with type 2 diabetes with severe cardiovascular (CV) disease. Pioglitazone improved CV outcome and reduced the need to add insulin to existing therapy in individuals at high risk of further macrovascular events. The predefined economic analysis of this study using well-accepted methods will inform the cost effectiveness (CE) of pioglitazone confirming (or not) its value in the management of patients with type 2 diabetes with severe CV disease.
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Affiliation(s)
- Julia Bottomley
- Amygdala Ltd, The Warren, Willian Road, Letchworth Garden City, Hertfordshire, SG6 2AA, UK,
| | - Andrew J Palmer
- Amygdala Ltd, The Warren, Willian Road, Letchworth Garden City, Hertfordshire, SG6 2AA, UK
| | - Rhys Williams
- Amygdala Ltd, The Warren, Willian Road, Letchworth Garden City, Hertfordshire, SG6 2AA, UK
| | - John Dormandy
- Amygdala Ltd, The Warren, Willian Road, Letchworth Garden City, Hertfordshire, SG6 2AA, UK
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10
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Hemmingsen B, Lund SS, Gluud C, Vaag A, Almdal TP, Wetterslev J. WITHDRAWN: Targeting intensive glycaemic control versus targeting conventional glycaemic control for type 2 diabetes mellitus. Cochrane Database Syst Rev 2015; 2015:CD008143. [PMID: 26222248 PMCID: PMC10637254 DOI: 10.1002/14651858.cd008143.pub4] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The Cochrane Metabolic and Endocrine Disorders Group withdrew this review as of Issue 7, 2015 because the involvement of two authors (C Hemmingsen and SS Lund) being employed in pharmaceutical companies. The authors of the review and the Cochrane Metabolic and Endocrine Disorders Group did not find that this was a breach of the rules of the Cochrane Collaboration at the time when it was published. However, after the publication of the review, the Cochrane Collaboration requested withdrawal of the review due to the employment of the two authors. A new protocol for a review to cover this topic will be published. This will have a new title and a markedly improved protocol fulfilling new and important developments and standards within the Cochrane Collaboration as well as an improved inclusion and search strategy making it necessary to embark on a completely new review project. The editorial group responsible for this previously published document have withdrawn it from publication.
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Affiliation(s)
- Bianca Hemmingsen
- Department 7812, Rigshospitalet, Copenhagen University HospitalCopenhagen Trial Unit, Centre for Clinical Intervention ResearchBlegdamsvej 9CopenhagenDenmarkDK‐2100
| | - Søren S Lund
- Boehringer Ingelheim Pharma GmbH & Co. KGIngelheimGermany
| | - Christian Gluud
- Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University HospitalThe Cochrane Hepato‐Biliary GroupBlegdamsvej 9CopenhagenDenmarkDK‐2100
| | - Allan Vaag
- Rigshospitalet and Copenhagen UniversityDepartment of Endocrinology, Diabetes and MetabolismAfsnit 7652København NDenmark2200
| | - Thomas P Almdal
- Copenhagen University Hospital GentofteDepartment of Medicine FHellerupDenmark2900
| | - Jørn Wetterslev
- Department 7812, Rigshospitalet, Copenhagen University HospitalCopenhagen Trial Unit, Centre for Clinical Intervention ResearchBlegdamsvej 9CopenhagenDenmarkDK‐2100
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Huang Y, Sun J, Wang X, Tao X, Wang H, Tan W. Helicobacter pylori infection decreases metformin tolerance in patients with type 2 diabetes mellitus. Diabetes Technol Ther 2015; 17:128-33. [PMID: 25391019 DOI: 10.1089/dia.2014.0203] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
AIM This study assessed whether Helicobacter pylori infection could influence metformin tolerance in patients with type 2 diabetes mellitus. SUBJECTS AND METHODS Demographic, anthropometric, ultrasound, and laboratory data were obtained from 415 metformin-naive patients with diabetes. H. pylori infection was assessed based on the (13)C-labeled urea breath test ((13)C-UBT). The study duration was 4 weeks, and all subjects started metformin from 500 mg/day to 1,500 mg/day progressively. Gastrointestinal side effects were assessed each week, and the metformin doses were adjusted by the compliance. Gastrointestinal side effects were compared between H. pylori-positive and -negative groups. RESULTS According to the (13)C-UBT results, 220 patients were categorized as H. pylori negative versus 195 as H. pylori positive. At baseline, the scoring of gastrointestinal symptoms showed no statistical difference between the two groups. After 4 weeks, for gastrointestinal symptoms such as abdominal pain, nausea, bloating, and anorexia, the respective percentages in H. pylori-positive and -negative subjects were 44.6% versus 21.8% (P < 0.01), 20.0% versus 9.6% (P < 0.01), 47.7% versus 23.2% (P < 0.01), and 32.8% versus 12.3% (P < 0.01). The final metformin dose was 951.28 ± 661.1 mg in H. pylori-positive subjects, significantly less than that in H. pylori-negative subjects (1,209.09 ± 522.91 mg) (P < 0.01). On multivariate analysis, female gender, H. pylori infection, body mass index, triglycerides, age, and low-density lipoprotein-cholesterol were the independent parameters associated with any gastrointestinal symptoms. CONCLUSIONS Patients with diabetes having H. pylori infection demonstrated more gastrointestinal side effects than those without H. pylori infection after taking metformin. Furthermore, female gender, H. pylori infection, body mass index, triglycerides, age, and low-density lipoprotein-cholesterol are independent determinants of metformin's side effects.
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Affiliation(s)
- Yuxin Huang
- Department of Endocrinology, Shanghai Huadong Hospital affiliated with Fudan University , Shanghai, People's Republic of China
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12
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Songer T, Glazner J, Coombs LP, Cuttler L, Daniel M, Estrada S, Klingensmith G, Kriska A, Laffel L, Zhang P. Examining the economic costs related to lifestyle and pharmacological interventions in youth with Type 2 diabetes. Expert Rev Pharmacoecon Outcomes Res 2014; 6:315-324. [PMID: 19774104 DOI: 10.1586/14737167.6.3.315] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The best treatment option for children with Type 2 diabetes has not yet been established. The Treatment Options for Type 2 Diabetes in Adolescents and Youth (TODAY) study is currently testing the efficacy of three therapies: metformin, metformin plus rosiglitazone and metformin plus an intensive lifestyle intervention. The relative cost-effectiveness of these therapies is also being examined. This review discusses the rationale for the design and methods applied in the economic analysis. The design of the economic analysis in the TODAY study was influenced by the existing literature and two primary study parameters: the nature of the interventions and the participants' age. The lifestyle intervention is an intensive behavioral intervention comprising diet and physical activity. Since economic factors influence both diet and physical activity, the analytical plan includes measurement of food and exercise-related purchases. Due to the young age of the participants, the impact of the intervention on adult caregivers is also included in the analysis. This analysis focuses on the time spent by the caregivers in both medical treatment and nutrition- and activity-related activities, and the value of this time relative to usual activities. Important methodological questions include how and when to collect information, not only on medical costs, but also on the impact of caregiver time, travel, food and equipment purchases. In the TODAY study, these latter resources are being measured by regularly administered surveys completed by the caregivers. The approach to the cost-effectiveness assessment undertaken by the TODAY study is one of the first in diabetes research to focus on youth and to include a societal perspective, regular and prospective assessment of clinician and caregiver time, and a comprehensive assessment of the costs associated with lifestyle behaviors. It can serve as a model for future studies of diabetes treatments.
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Affiliation(s)
- Thomas Songer
- University of Pittsburgh, Department of Epidemiology, Graduate School of Public Health, 3512 Fifth Avenue, Room 205, Pittsburgh, PA 15213, USA, Tel.: +1 412 802 6499, ,
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Hemmingsen B, Lund SS, Gluud C, Vaag A, Almdal TP, Hemmingsen C, Wetterslev J. Targeting intensive glycaemic control versus targeting conventional glycaemic control for type 2 diabetes mellitus. Cochrane Database Syst Rev 2013:CD008143. [PMID: 24214280 DOI: 10.1002/14651858.cd008143.pub3] [Citation(s) in RCA: 105] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Patients with type 2 diabetes mellitus (T2D) have an increased risk of cardiovascular disease and mortality compared to the background population. Observational studies report an association between reduced blood glucose and reduced risk of both micro- and macrovascular complications in patients with T2D. Our previous systematic review of intensive glycaemic control versus conventional glycaemic control was based on 20 randomised clinical trials that randomised 29 ,986 participants with T2D. We now report our updated review. OBJECTIVES To assess the effects of targeted intensive glycaemic control compared with conventional glycaemic control in patients with T2D. SEARCH METHODS Trials were obtained from searches of The Cochrane Library, MEDLINE, EMBASE, Science Citation Index Expanded, LILACS, and CINAHL (all until December 2012). SELECTION CRITERIA We included randomised clinical trials that prespecified targets of intensive glycaemic control versus conventional glycaemic control targets in adults with T2D. DATA COLLECTION AND ANALYSIS Two authors independently assessed the risk of bias and extracted data. Dichotomous outcomes were assessed by risk ratios (RR) and 95% confidence intervals (CI). Health-related quality of life and costs of intervention were assessed with standardized mean differences (SMD) and 95% Cl. MAIN RESULTS Twenty-eight trials with 34,912 T2D participants randomised 18,717 participants to intensive glycaemic control versus 16,195 participants to conventional glycaemic control. Only two trials had low risk of bias on all risk of bias domains assessed. The duration of the intervention ranged from three days to 12.5 years. The number of participants in the included trials ranged from 20 to 11,140. There were no statistically significant differences between targeting intensive versus conventional glycaemic control for all-cause mortality (RR 1.00, 95% CI 0.92 to 1.08; 34,325 participants, 24 trials) or cardiovascular mortality (RR 1.06, 95% CI 0.94 to 1.21; 34,177 participants, 22 trials). Trial sequential analysis showed that a 10% relative risk reduction could be refuted for all-cause mortality. Targeting intensive glycaemic control did not show a statistically significant effect on the risks of macrovascular complications as a composite outcome in the random-effects model, but decreased the risks in the fixed-effect model (random RR 0.91, 95% CI 0.82 to 1.02; and fixed RR 0.93, 95% CI 0.87 to 0.99; P = 0.02; 32,846 participants, 14 trials). Targeting intensive versus conventional glycaemic control seemed to reduce the risks of non-fatal myocardial infarction (RR 0.87, 95% CI 0.77 to 0.98; P = 0.02; 30,417 participants, 14 trials), amputation of a lower extremity (RR 0.65, 95% CI 0.45 to 0.94; P = 0.02; 11,200 participants, 11 trials), as well as the risk of developing a composite outcome of microvascular diseases (RR 0.88, 95% CI 0.82 to 0.95; P = 0.0008; 25,927 participants, 6 trials), nephropathy (RR 0.75, 95% CI 0.59 to 0.95; P = 0.02; 28,096 participants, 11 trials), retinopathy (RR 0.79, 95% CI 0.68 to 0.92; P = 0.002; 10,300 participants, 9 trials), and the risk of retinal photocoagulation (RR 0.77, 95% CI 0.61 to 0.97; P = 0.03; 11,212 participants, 8 trials). No statistically significant effect of targeting intensive glucose control could be shown on non-fatal stroke, cardiac revascularization, or peripheral revascularization. Trial sequential analyses did not confirm a reduction of the risk of non-fatal myocardial infarction but confirmed a 10% relative risk reduction in favour of intensive glycaemic control on the composite outcome of microvascular diseases. For the remaining microvascular outcomes, trial sequential analyses could not establish firm evidence for a 10% relative risk reduction. Targeting intensive glycaemic control significantly increased the risk of mild hypoglycaemia, but substantial heterogeneity was present; severe hypoglycaemia (RR 2.18, 95% CI 1.53 to 3.11; 28,794 participants, 12 trials); and serious adverse events (RR 1.06, 95% CI 1.02 to 1.10; P = 0.007; 24,280 participants, 11 trials). Trial sequential analysis for a 10% relative risk increase showed firm evidence for mild hypoglycaemia and serious adverse events and a 30% relative risk increase for severe hypoglycaemia when targeting intensive versus conventional glycaemic control. Overall health-related quality of life, as well as the mental and the physical components of health-related quality of life did not show any statistical significant differences. AUTHORS' CONCLUSIONS Although we have been able to expand the number of participants by 16% in this update, we still find paucity of data on outcomes and the bias risk of the trials was mostly considered high. Targeting intensive glycaemic control compared with conventional glycaemic control did not show significant differences for all-cause mortality and cardiovascular mortality. Targeting intensive glycaemic control seemed to reduce the risk of microvascular complications, if we disregard the risks of bias, but increases the risk of hypoglycaemia and serious adverse events.
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Affiliation(s)
- Bianca Hemmingsen
- Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 7812, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, Copenhagen, Denmark, DK-2100
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Engström S, Borgquist L, Berne C, Gahnberg L, Svärdsudd K. Can costs of screening for hypertension and diabetes in dental care and follow-up in primary health care be predicted? Ups J Med Sci 2013; 118:256-62. [PMID: 23957310 PMCID: PMC4192423 DOI: 10.3109/03009734.2013.818599] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
AIM The purpose was to assess the direct costs of screening for high blood pressure and blood glucose in dental care and of follow-up in primary health care and, based on these data, arrive at a prediction function. Study population. All subjects coming for routine check-ups at three dental health clinics were invited to have blood pressure or blood glucose measurements; 1,623 agreed to participate. Subjects screening positive were referred to their primary health care centres for follow-up. METHODS Information on individual screening time was registered during the screening process, and information on accountable time, costs for the screening staff, overhead costs, and analysis costs for the screening was obtained from the participating dental clinics. The corresponding items in primary care, i.e. consultation time, number of follow-up appointments, accountable time, costs for the follow-up staff, overhead costs, and analysis costs during follow-up were obtained from the primary health care centres. RESULTS The total screening costs per screened subject ranged from €7.4 to €9.2 depending on subgroups, corresponding to 16.7-42.7 staff minutes. The corresponding follow-up costs were €57-€91. The total resource used for screening and follow-up per diagnosis was 563-3,137 staff minutes. There was a strong relationship between resource use and numbers needed to screen (NNS) to find one diagnosis (P < 0.0001, degree of explanation 99%). CONCLUSIONS Screening and follow-up costs were moderate and appear to be lower for combined screening of blood pressure and blood glucose than for separate screening. There was a strong relationship between resource use and NNS.
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Affiliation(s)
- Sevek Engström
- Department of Public Health and Caring Sciences, Family Medicine and Preventive Medicine Section, Uppsala University, UppsalaSweden
| | - Lars Borgquist
- Department of Medical and Health Sciences, Family Medicine, Linköping University, Linköping, Sweden
| | - Christian Berne
- Department of Medical Sciences, University Hospital, Uppsala, Sweden
| | - Lars Gahnberg
- Department of Behavioural and Community Dentistry, Institute of Odontology, University of Gothenburg, Göteborg, Sweden
| | - Kurt Svärdsudd
- Department of Public Health and Caring Sciences, Family Medicine and Preventive Medicine Section, Uppsala University, UppsalaSweden
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Affiliation(s)
- Sanjay Kalra
- Department of Endocrinology, Bharti Hospital and BRIDE, Karnal, India
| | | | - Rakesh Sahay
- Department of Endocrinology, Osmania Medical College, Hyderabad, India
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16
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Griffiths UK, Anigbogu B, Nanchahal K. Economic evaluations of adult weight management interventions: a systematic literature review focusing on methods used for determining health impacts. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2012; 10:145-162. [PMID: 22439628 DOI: 10.2165/11599250-000000000-00000] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
BACKGROUND One of the challenges when undertaking economic evaluations of weight management interventions is to adequately assess future health impacts. Clinical trials commonly measure impacts using surrogate outcomes, such as reductions in body mass index, and investigators need to decide how these can best be used to predict future health effects. Since obesity is associated with an increased risk of numerous chronic diseases occurring at different future time points, modelling is needed for predictions. OBJECTIVE To assess the methods used in economic evaluations to determine health impacts of weight management interventions and to investigate whether differences in methods affect the cost-effectiveness estimates. METHODS Eight databases were systematically searched. Included studies were categorized according to a decision analytic approach and effect measures incorporated. RESULTS A total of 44 articles were included; 21 evaluated behavioural interventions, 12 evaluated surgical procedures and 11 evaluated pharmacological compounds. Of the 27 papers that estimated future impacts, eleven used Markov modelling, seven used a decision tree, five used a mathematical application, two used patient-level simulation and the modelling method was unclear in two papers. The most common types of effects included were co-morbidity treatment costs, heath-related quality of life due to weight loss and gain in survival. Only 12 of the studies included heath-related quality of life gains due to reduced co-morbidities and only one study included productivity gains. Despite consensus that trial-based analysis on its own is inadequate in guiding resource allocation decisions, it was used in 39% of the studies. Several of the modelling papers used model structures not suitable for chronic diseases with changing health risks. Three studies concluded that the intervention dominated standard care; meaning that it generated more quality-adjusted life-years (QALYs) for less cost. The incremental costs per QALY gained varied from $US235 to $US56,836 in the remaining studies using this outcome measure. An implicit hypothesis of the review was that studies including long-term health effects would illustrate greater cost effectiveness compared with trial-based studies. This hypothesis is partly confirmed with three studies arriving at dominating results, as these reach their conclusion from modelling future co-morbidity treatment cost savings. However, for the remaining studies there is little indication that decision-analytic modelling disparities explain the differences. CONCLUSIONS This is the first literature review comparing methods used in economic evaluations of weight management interventions, and it is the first time that observed differences in study results are addressed with a view to methodological explanations. We conclude that many studies have methodological deficiencies and we urge analysts to follow recommended practices and use models capable of depicting long-term health consequences.
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Affiliation(s)
- Ulla K Griffiths
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, UK.
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17
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Rasekaba TM, Lim WK, Hutchinson AF. Effect of a chronic disease management service for patients with diabetes on hospitalisation and acute care costs. AUST HEALTH REV 2012; 36:205-12. [DOI: 10.1071/ah10992] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2010] [Accepted: 06/20/2011] [Indexed: 01/22/2023]
Abstract
Objective. To evaluate the effect of a diabetes-management program for patients with type 2 diabetes and related comorbidities on acute healthcare utilisation and costs. Methods. This was a retrospective administrative dataset analysis using data for patients enrolled from 2007 to 2008. Inpatient admissions for diabetes-related conditions were compared before, during and following enrolment. Costs per episode were estimated from Weighted Inlier Equivalent Separations (WIES) funding. A cost model was then developed based on admission rates per 100 patients. Results. Data were retrieved for 357 patients; 49% males, mean age 62 years. The mean per-patient cost of the program was AU$524 (s.d. $213). The mean cost of an inpatient admission was $4357(95% CI 2743–5971) pre-enrolment and $4396 (95% CI 2888–5904) post-enrolment. Following program completion the annual costs (per 100 patients) for managing ‘diabetes with multiple complications’ and hypoglycaemia decreased from $10 181 to $1710 and $9947 to $7800. In contrast, the annual cost of cardiovascular disorders increased from $14 485 to $40 071 per 100 patients. Conclusions. In the short-term diabetes-management programs for patients with comorbid vascular disease may reduce hospital utilisation for diabetes but not for cardiovascular disease. Longer-term follow-up is needed to determine whether intensive management of vascular complications can reduce costs. What is known about the topic? Type 2 diabetes is now recognised as the fastest growing chronic disease in Australia and other western countries. In developed countries, diabetes is a leading cause of cardiovascular disease and renal failure, and, in the over 60 age group, is a leading cause of blindness and non-traumatic lower limb amputations. Glycated haemoglobin (HbA1c) is a measure of diabetes control, with set target levels for the prevention or delay of development of macrovascular and microvascular complications of diabetes. Epidemiological studies have demonstrated that a 1% reduction in HbA1c can lead to a 15–21% reduction in diabetes-related deaths and 33–41% reduction in microvascular complications over a 10-year period. Indicating that improvements in glycaemic control may have the potential to decrease acute healthcare costs associated with management of complications over the long term. What does this paper add? There are limited data available on the short to medium term effect of disease-management programs for patients with already established complications on acute healthcare utilisation. This study evaluated the cost of providing the Northern Alliance Hospital Admission Risk Program for diabetes disease management and its effect on acute healthcare utilisation at Northern Health. In contrast, the overall inpatient costs for the management of diabetes and related conditions were high and did not decrease significantly following program completion. The major acute care cost drivers were surgical interventions for advanced peripheral vascular disease and the management of cardiovascular events. What are the implications for practitioners? These findings demonstrate that in this population with a high prevalence of established cardiovascular and peripheral vascular complications that diabetes-management programs need to be equipped and resourced to manage these complications if potential savings in acute care costs are to be realised.
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Andújar-Plata P, Pi-Sunyer X, Laferrère B. Metformin effects revisited. Diabetes Res Clin Pract 2012; 95:1-9. [PMID: 22000494 PMCID: PMC5209790 DOI: 10.1016/j.diabres.2011.09.022] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2011] [Revised: 09/19/2011] [Accepted: 09/20/2011] [Indexed: 01/22/2023]
Abstract
Metformin is a cornerstone in the treatment of type 2 diabetes. Although its mechanism of action is not well understood, there is new evidence about its possible role in cancer. A Pubmed search from 1990 to 2011 was done using the terms metformin, cancer, mechanism of action, diabetes treatment and prevention. We found more than one thousand articles and reviewed studies that had assessed the efficacy of metformin in treatment and prevention of type 2 diabetes and its mechanisms of actions, as well as articles on its antitumoral effects. We found that the United Kingdom Prospective Diabetes Study and the Diabetes Prevention Program have demonstrated the efficacy of metformin in terms of treatment and prevention of type 2 diabetes; metformin is safe, cost effective and remains the first line of diabetes therapy with diet and exercise. The mechanisms of action include a decrease of hepatic insulin resistance, change in bile acids metabolism, incretins release and decreased amyloid deposits. The AMP-activated protein kinase seems to be an important target for these effects. Epidemiological retrospective studies point out a possible association between metformin and decreased cancer risk, data supported by in vitro and animal studies. These data should trigger randomized controlled trials to prove or disprove this additional benefit of metformin.
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Affiliation(s)
- P Andújar-Plata
- Department of Endocrinology and Nutrition, Complejo Hospitalario Universitario de Santiago de Compostela, 15706 Santiago de Compostela, Spain.
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Nuckols TK, McGlynn EA, Adams J, Lai J, Go MH, Keesey J, Aledort JE. Cost implications to health care payers of improving glucose management among adults with type 2 diabetes. Health Serv Res 2011; 46:1158-79. [PMID: 21457256 PMCID: PMC3165182 DOI: 10.1111/j.1475-6773.2011.01257.x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Objective. To assess the cost implications to payers of improving glucose management among adults with type 2 diabetes. Data Source/Study Setting. Medical-record data from the Community Quality Index (CQI) study (1996-2002), pharmaceutical claims from four Massachusetts health plans (2004-2006), Medicare Fee Schedule (2009), published literature. Study Design. Probability tree depicting glucose management over 1 year. Data Collection/Extraction Methods. We determined how frequently CQI study subjects received recommended care processes and attained Health Care Effectiveness Data and Information Set (HEDIS) treatment goals, estimated utilization of visits and medications associated with recommended care, assigned costs based on utilization, and then modeled how hospitalization rates, costs, and goal attainment would change if all recommended care was provided. Principal Findings. Relative to current care, improved glucose management would cost U.S.$327 (U.S.$192-711 in sensitivity analyses) more per person with diabetes annually, largely due to antihyperglycemic medications. Cost-effectiveness to payers, defined as incremental annual cost per patient newly attaining any one of three HEDIS goals, would be U.S.$1,128; including glycemic crises reduces this to U.S.$555-1,021. Conclusions. The cost of improving glucose management appears modest relative to diabetes-related health care expenditures. The incremental cost per patient newly attaining HEDIS goals enables payers to consider costs as well as outcomes that are linked to future profitability.
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Affiliation(s)
- Teryl K Nuckols
- Division of General Internal Medicine and Health Services Research, David Geffen School of Medicine, University of California-Los Angeles, 911 Broxton Avenue, Los Angeles, CA 90024, USA.
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Hemmingsen B, Lund SS, Gluud C, Vaag A, Almdal T, Hemmingsen C, Wetterslev J. Targeting intensive glycaemic control versus targeting conventional glycaemic control for type 2 diabetes mellitus. Cochrane Database Syst Rev 2011:CD008143. [PMID: 21678374 DOI: 10.1002/14651858.cd008143.pub2] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Patients with type 2 diabetes mellitus (T2D) exhibit an increased risk of cardiovascular disease and mortality compared to the background population. Observational studies report a relationship between reduced blood glucose and reduced risk of both micro- and macrovascular complications in patients with T2D. OBJECTIVES To assess the effects of targeting intensive versus conventional glycaemic control in T2D patients. SEARCH STRATEGY Trials were obtained from searches of CENTRAL (The Cochrane Library), MEDLINE, EMBASE, Science Citation Index Expanded, LILACS, and CINAHL (until December 2010). SELECTION CRITERIA We included randomised clinical trials that prespecified different targets of glycaemic control in adults with T2D. DATA COLLECTION AND ANALYSIS Two authors independently assessed the risk of bias and extracted data. Dichotomous outcomes were assessed by risk ratios (RR) and 95% confidence intervals (CI). MAIN RESULTS Twenty trials randomised 16,106 T2D participants to intensive control and 13,880 T2D participants to conventional glycaemic control. The mean age of the participants was 62.1 years. The duration of the intervention ranged from three days to 12.5 years. The number of participants in the included trials ranged from 20 to 11,140. There was no significant difference between targeting intensive and conventional glycaemic control for all-cause mortality (RR 1.01, 95% CI 0.90 to 1.13; 29,731 participants, 18 trials) or cardiovascular mortality (RR 1.06, 95% CI 0.90 to 1.26; 29,731 participants, 18 trials). Trial sequential analysis (TSA) showed that a 10% RR reduction could be refuted for all-cause mortality. Targeting intensive glycaemic control did not show a significant effect on the risk of non-fatal myocardial infarction in the random-effects model but decreased the risk in the fixed-effect model (RR 0.86, 95% CI 0.78 to 0.96; P = 0.006; 29,174 participants, 12 trials). Targeting intensive glycaemic control reduced the risk of amputation (RR 0.64, 95% CI 0.43 to 0.95; P = 0.03; 6960 participants, 8 trials), the composite risk of microvascular disease (RR 0.89, 95% CI 0.83 to 0.95; P = 0.0006; 25,760 participants, 4 trials), retinopathy (RR 0.79, 95% CI 0.68 to 0.92; P = 0.002; 10,986 participants, 8 trials), retinal photocoagulation (RR 0.77, 95% CI 0.61 to 0.97; P = 0.03; 11,142 participants, 7 trials), and nephropathy (RR 0.78, 95% CI 0.61 to 0.99; P = 0.04; 27,929 participants, 9 trials). The risks of both mild and severe hypoglycaemia were increased with targeting intensive glycaemic control but substantial heterogeneity was present. The definition of severe hypoglycaemia varied among the included trials; severe hypoglycaemia was reported in 12 trials that included 28,127 participants. TSA showed that firm evidence was reached for a 30% RR increase in severe hypoglycaemic when targeting intensive glycaemic control. Subgroup analysis of trials exclusively dealing with glycaemic control in usual care settings showed a significant effect in favour of targeting intensive glycaemic control for non-fatal myocardial infarction. However, TSA showed more trials are needed before firm evidence is established. AUTHORS' CONCLUSIONS The included trials did not show significant differences for all-cause mortality and cardiovascular mortality when targeting intensive glycaemic control compared with conventional glycaemic control. Targeting intensive glycaemic control reduced the risk of microvascular complications while increasing the risk of hypoglycaemia. Furthermore, intensive glycaemic control might reduce the risk of non-fatal myocardial infarction in trials exclusively dealing with glycaemic control in usual care settings.
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Affiliation(s)
- Bianca Hemmingsen
- Copenhagen Trial Unit, Centre for Clinical Intervention Research, Department 3344, Rigshospitalet, Copenhagen University Hospital, Blegdamsvej 9, Copenhagen, Denmark, DK-2100
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Echouffo-Tcheugui JB, Ali MK, Griffin SJ, Narayan KMV. Screening for type 2 diabetes and dysglycemia. Epidemiol Rev 2011; 33:63-87. [PMID: 21624961 DOI: 10.1093/epirev/mxq020] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Type 2 diabetes mellitus (T2DM) and dysglycemia (impaired glucose tolerance and/or impaired fasting glucose) are increasingly contributing to the global burden of diseases. The authors reviewed the published literature to critically evaluate the evidence on screening for both conditions and to identify the gaps in current understanding. Acceptable, relatively simple, and accurate tools can be used to screen for both T2DM and dysglycemia. Lifestyle modification and/or medication (e.g., metformin) are cost-effective in reducing the incidence of T2DM. However, their application is not yet routine practice. It is unclear whether diabetes-prevention strategies, which influence cardiovascular risk favorably, will also prevent diabetic vascular complications. Cardioprotective therapies, which are cost-effective in preventing complications in conventionally diagnosed T2DM, can be used in screen-detected diabetes, but the magnitude of their effects is unknown. Economic modeling suggests that screening for both T2DM and dysglycemia may be cost-effective, although empirical data on tangible benefits in preventing complications or death are lacking. Screening for T2DM is psychologically unharmful, but the specific impact of attributing the label of dysglycemia remains uncertain. Addressing these gaps will inform the development of a screening policy for T2DM and dysglycemia within a holistic diabetes prevention and control framework combining secondary and high-risk primary prevention strategies.
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Affiliation(s)
- Justin B Echouffo-Tcheugui
- Department of Global Health, Rollins School of Public Health, Emory University, 1518 Clifton Road NE, Atlanta, GA 30322, USA.
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Tucker DMD, Palmer AJ. The cost-effectiveness of interventions in diabetes: a review of published economic evaluations in the UK setting, with an eye on the future. Prim Care Diabetes 2011; 5:9-17. [PMID: 21071296 DOI: 10.1016/j.pcd.2010.10.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2010] [Revised: 10/06/2010] [Accepted: 10/06/2010] [Indexed: 12/21/2022]
Abstract
AIM To synthesise key outcomes data from cost-effectiveness studies in diabetes, in the UK setting, and describe a narrative for the evidence-base, in order to understand the direction that future health economics research in this field could be heading. METHODS The peer-reviewed literature was searched at http://www.pubmed.com for health economics analyses in diabetes in the UK setting published between 1995 and 2008, using the keywords: "costs", "cost-effectiveness", "diabetes", "UK". Studies on screening for diabetes or prevention of diabetes were excluded, along with studies that looked purely at cost of diabetes treatment or monitoring. RESULTS There were over 350 hits on MEDLINE. A total of 23 articles were identified and reviewed. 18 studies were in type 2, two in type 1 and three studies in both types 1 and type 2 diabetes. All studies evaluated treatment from the perspective of the NHS, with the time horizons varying from 12 months to patient lifetimes. 13 studies estimated quality-adjusted life expectancy (QALE). The majority of studies used health economics modelling techniques to project clinical benefit and cost outcomes beyond the context of clinical trials, with Markov-type models predominating. The United Kingdom Prospective Study of Diabetes was the most frequently cited source of clinical effectiveness and cost data. Most studies were funded by the pharmaceutical industry and evaluated more expensive products, rather than cheaper generic therapies such as human insulin and metformin monotherapy. CONCLUSION Treatment-to-target in patients with diabetes in the UK is generally cost-effective and sometimes cost-saving vs. standard care. Ongoing health economics analysis in diabetes is essential as new clinical data are published. Future analysis of clinical and cost outcomes in diabetes could be expected to look beyond the impact of interventions on HbA1c in isolation, as manufacturers seek to differentiate innovative products in the market. Furthermore, it is anticipated that the competitiveness in the market for interventions in diabetes will lead to future cost-effectiveness analysis taking more interest in comparisons of off-patent medication and generic, fixed-dose combination therapies.
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Affiliation(s)
- Daniel M D Tucker
- Menzies Research Institute, University of Tasmania, Hobart, Tasmania, Australia
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Nediani C, Raimondi L, Borchi E, Cerbai E. Nitric oxide/reactive oxygen species generation and nitroso/redox imbalance in heart failure: from molecular mechanisms to therapeutic implications. Antioxid Redox Signal 2011; 14:289-331. [PMID: 20624031 DOI: 10.1089/ars.2010.3198] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Adaptation of the heart to intrinsic and external stress involves complex modifications at the molecular and cellular levels that lead to tissue remodeling, functional and metabolic alterations, and finally to failure depending upon the nature, intensity, and chronicity of the stress. Reactive oxygen species (ROS) have long been considered as merely harmful entities, but their role as second messengers has gradually emerged. At the same time, our comprehension of the multifaceted role of nitric oxide (NO) and the related reactive nitrogen species (RNS) has been upgraded. The tight interlay between ROS and RNS suggests that their imbalance may implicate the impairment in physiological NO/redox-based signaling that contributes to the failing of the cardiovascular system. This review initially provides basic concepts on the role of nitroso/oxidative stress in the pathophysiology of heart failure with a particular focus on sources of ROS/RNS, their downstream targets, and endogenous modulators. Then, the role of NO/redox regulation of cardiomyocyte function, including calcium homeostasis, electrogenesis, and insulin signaling pathways, is described. Finally, an overview of old and emerging therapeutic opportunities in heart failure is presented, focusing on modulation of NO/redox mechanisms and discussing benefits and limitations.
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Affiliation(s)
- Chiara Nediani
- Department of Biochemical Sciences, University of Florence, Florence, Italy.
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Li R, Zhang P, Barker LE, Chowdhury FM, Zhang X. Cost-effectiveness of interventions to prevent and control diabetes mellitus: a systematic review. Diabetes Care 2010; 33:1872-94. [PMID: 20668156 PMCID: PMC2909081 DOI: 10.2337/dc10-0843] [Citation(s) in RCA: 303] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To synthesize the cost-effectiveness (CE) of interventions to prevent and control diabetes, its complications, and comorbidities. RESEARCH DESIGN AND METHODS We conducted a systematic review of literature on the CE of diabetes interventions recommended by the American Diabetes Association (ADA) and published between January 1985 and May 2008. We categorized the strength of evidence about the CE of an intervention as strong, supportive, or uncertain. CEs were classified as cost saving (more health benefit at a lower cost), very cost-effective (<or=$25,000 per life year gained [LYG] or quality-adjusted life year [QALY]), cost-effective ($25,001 to $50,000 per LYG or QALY), marginally cost-effective ($50,001 to $100,000 per LYG or QALY), or not cost-effective (>$100,000 per LYG or QALY). The CE classification of an intervention was reported separately by country setting (U.S. or other developed countries) if CE varied by where the intervention was implemented. Costs were measured in 2007 U.S. dollars. RESULTS Fifty-six studies from 20 countries met the inclusion criteria. A large majority of the ADA recommended interventions are cost-effective. We found strong evidence to classify the following interventions as cost saving or very cost-effective: (I) Cost saving- 1) ACE inhibitor (ACEI) therapy for intensive hypertension control compared with standard hypertension control; 2) ACEI or angiotensin receptor blocker (ARB) therapy to prevent end-stage renal disease (ESRD) compared with no ACEI or ARB treatment; 3) early irbesartan therapy (at the microalbuminuria stage) to prevent ESRD compared with later treatment (at the macroalbuminuria stage); 4) comprehensive foot care to prevent ulcers compared with usual care; 5) multi-component interventions for diabetic risk factor control and early detection of complications compared with conventional insulin therapy for persons with type 1 diabetes; and 6) multi-component interventions for diabetic risk factor control and early detection of complications compared with standard glycemic control for persons with type 2 diabetes. (II) Very cost-effective- 1) intensive lifestyle interventions to prevent type 2 diabetes among persons with impaired glucose tolerance compared with standard lifestyle recommendations; 2) universal opportunistic screening for undiagnosed type 2 diabetes in African Americans between 45 and 54 years old; 3) intensive glycemic control as implemented in the UK Prospective Diabetes Study in persons with newly diagnosed type 2 diabetes compared with conventional glycemic control; 4) statin therapy for secondary prevention of cardiovascular disease compared with no statin therapy; 5) counseling and treatment for smoking cessation compared with no counseling and treatment; 6) annual screening for diabetic retinopathy and ensuing treatment in persons with type 1 diabetes compared with no screening; 7) annual screening for diabetic retinopathy and ensuing treatment in persons with type 2 diabetes compared with no screening; and 8) immediate vitrectomy to treat diabetic retinopathy compared with deferred vitrectomy. CONCLUSIONS Many interventions intended to prevent/control diabetes are cost saving or very cost-effective and supported by strong evidence. Policy makers should consider giving these interventions a higher priority.
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Affiliation(s)
- Rui Li
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia, USA.
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Hou X, Song J, Li XN, Zhang L, Wang X, Chen L, Shen YH. Metformin reduces intracellular reactive oxygen species levels by upregulating expression of the antioxidant thioredoxin via the AMPK-FOXO3 pathway. Biochem Biophys Res Commun 2010; 396:199-205. [PMID: 20398632 DOI: 10.1016/j.bbrc.2010.04.017] [Citation(s) in RCA: 155] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2010] [Accepted: 04/05/2010] [Indexed: 12/25/2022]
Abstract
BACKGROUND Oxidative stress induced by free fatty acids plays a critical role in the pathogenesis of endothelial dysfunction and atherosclerosis in patients with metabolic syndrome. Reducing oxidative stress in these patients may prevent cardiovascular complications. The antidiabetic agent metformin has been reported to directly protect the cardiovascular system. In this study, we examined the effect of metformin on the intracellular levels of reactive oxygen species (ROS) induced by palmitic acid (PA) in human aortic endothelial cells and studied the molecular mechanisms involved. METHODS AND RESULTS We observed that metformin significantly reduced intracellular ROS levels induced by PA. Additionally, metformin increased the expression of the antioxidant thioredoxin (Trx), which mediated metformin's effects on ROS reduction. Metformin increased Trx expression through the AMP-activated protein kinase (AMPK) pathway. Metformin-regulated Trx at the transcriptional level and forkhead transcription factor 3 (FOXO3) was involved in this process. CONCLUSION These results suggest that metformin reduces ROS levels by inducing Trx expression through activation of the AMPK-FOXO3 pathway.
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Affiliation(s)
- Xinguo Hou
- Qilu Hospital, Shandong University, Jinan, Shandong, China
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Sinha A, Rajan M, Hoerger T, Pogach L. Costs and consequences associated with newer medications for glycemic control in type 2 diabetes. Diabetes Care 2010; 33:695-700. [PMID: 20056950 PMCID: PMC2845008 DOI: 10.2337/dc09-1488] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Newer medications offer more options for glycemic control in type 2 diabetes. However, they come at considerable costs. We undertook a health economic analysis to better understand the value of adding two newer medications (exenatide and sitagliptin) as second-line therapy to glycemic control strategies for patients with new-onset diabetes. RESEARCH DESIGN AND METHODS We performed a cost-effectiveness analysis for the U.S. population aged 25-64. A lifetime analytic horizon and health care system perspective were used. Costs and quality-adjusted life years (QALYs) were discounted at 3% annually, and costs are presented in 2008 U.S. dollars. We compared three glycemic control strategies: 1) glyburide as a second-line agent, 2) exenatide as a second-line agent, and 3) sitagliptin as a second-line agent. Outcome measures included QALYs gained, incremental costs, and the incremental cost-effectiveness ratio associated with each strategy. RESULTS Exenatide and sitagliptin conferred 0.09 and 0.12 additional QALYs, respectively, relative to glyburide as second-line therapy. In base case analysis, exenatide was dominated (cost more and provided fewer QALYs than the next most expensive option), and sitagliptin was associated with an incremental cost-effectiveness ratio of 169,572 dollars per QALY saved. Results were sensitive to assumptions regarding medication costs, side effect duration, and side effect-associated disutilities. CONCLUSIONS Exenatide and sitagliptin may confer substantial costs to health care systems. Demonstrated gains in quality and/or quantity of life are necessary for these agents to provide economic value to patients and health care systems.
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Affiliation(s)
- Anushua Sinha
- Center for Healthcare KnowledgeManagement, Veterans Health Administration New Jersey, East Orange, New Jersey, USA.
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Al-Maatouq M, Al-Arouj M, Assaad SH, Assaad SN, Azar ST, Hassoun AAK, Jarrah N, Zatari S, Alberti KGMM. Optimising the medical management of hyperglycaemia in type 2 diabetes in the Middle East: pivotal role of metformin. Int J Clin Pract 2010; 64:149-59. [PMID: 20089006 PMCID: PMC2936120 DOI: 10.1111/j.1742-1241.2009.02235.x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
AIMS Increases in the prevalence of type 2 diabetes will likely be greater in the Middle East and other developing countries than in most other regions during the coming two decades, placing a heavy burden on regional healthcare resources. METHODOLOGY Medline search, examination of data from major epidemiological studies in the Middle Eastern countries. RESULTS The aetiology and pathophysiology of diabetes appears comparable in Middle Eastern and other populations. Lifestyle intervention is key to the management of diabetes in all type 2 diabetes patients, who should be encouraged strongly to diet and exercise. The options for pharmacologic therapy in the management of diabetes have increased recently, particularly the number of potential antidiabetic combinations. Metformin appears to be used less frequently to initiate antidiabetic therapy in the Middle East than in other countries. Available clinical evidence, supported by current guidelines, strongly favours the initiation of antidiabetic therapy with metformin in Middle Eastern type 2 diabetes patients, where no contraindications exist. This is due to its equivalent or greater efficacy relative to other oral antidiabetic treatments, its proven tolerability and safety profiles, its weight neutrality, the lack of clinically significant hypoglycaemia, the demonstration of cardiovascular protection for metformin relative to diet in the UK Prospective Diabetes Study and in observational studies, and its low cost. Additional treatments should be added to metformin and lifestyle intervention as diabetes progresses, until patients are receiving an intensive insulin regimen with or without additional oral agents. CONCLUSIONS The current evidence base strongly favours the initiation of antidiabetic therapy with metformin, where no contraindications exist. However, metformin may be under-prescribed in the Middle East.
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Affiliation(s)
- M Al-Maatouq
- King Khalid University Hospital, King Saud University, Riyadh, Saudi Arabia.
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Haupt D, Weitoft GR, Nilsson JLG. Refill adherence to oral antihyperglycaemic drugs in Sweden. Acta Diabetol 2009; 46:203-8. [PMID: 19023514 DOI: 10.1007/s00592-008-0076-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2008] [Accepted: 10/10/2008] [Indexed: 10/21/2022]
Abstract
Only 49% of the patients with T2D in Sweden that medicate with oral antihyperglycaemic drugs (AHGD) had good blood glucose control (HbA(1C) < 6.0%). The reason can be low medication adherence. The aim of this study was, therefore, to determine the adherence to different oral AHGD. Included were all patients in Sweden, older than 40 years and having at least two expenditures of AHGD between 1 December 2005 and 30 November 2006. After exclusions of inpatients and patients with unspecified daily dosage 171,220 patients (57% men) remained. Medication possession ratio (MPR) was used for estimating adherence and patients were regarded adherent if MPR >or=80%. The overall refill adherence average 90%, with mean MPR (SD) = 107% (30). Eighty-five percent of the patients in their 40s were adherent compared to 91% of the patients in their 80s. About 90.1% of the women were adherent whereas 89.5% of the men were adherent. Patients with an indication for the medicine were more adherent than patients without this information. We conclude that the unsatisfactory blood glucose control showed among many Swedish T2D patients is not the result of non-adherence to prescribed medication.
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Affiliation(s)
- Dan Haupt
- Department of Health Sciences, Luleå University of Technology, 971 87, Luleå, Sweden.
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Dreiher J, Ginsberg G, Rabinowitz G, Raskin-Segal A, Weitzman R, Porath A. Estimation of mortality savings due to a national program for diabetes care. Eur J Intern Med 2009; 20:307-12. [PMID: 19393499 DOI: 10.1016/j.ejim.2008.09.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2008] [Revised: 08/28/2008] [Accepted: 09/03/2008] [Indexed: 10/21/2022]
Abstract
BACKGROUND Diabetes-related complications can be reduced by better control of glycemia, lipid abnormalities and blood pressure. In recent years, efforts at improving diabetes care in Israel have been made. This study aims to estimate mortality savings related to a national program for diabetes care in Israel. METHODS Total population data for Israel was projected to 2020. Current diabetes prevalence and disease management data were obtained from a national program of diabetes care. Projections of the program's effect were based on two models: improvement in glycemic control, reflected in Hb A1c levels, and improvement in overall diabetes care, reflected in the percentage with LDL<100 mg/dl, a proxy for multi-factorial control. Potential years of life lost (PYLL) and quality-adjusted life years (QALYs) saved were calculated. RESULTS A drop in average Hb A1c values from 8.13% at baseline to 7.36% in 2020 is expected, and as a result 4216 deaths from diabetes will be prevented over the period 2001-2020, saving around 47,773 life years or 34,342 QALYs. Overall diabetes care, reflected in improving the control rate of LDL levels to <100 mg/dl from 36% in 2000 to 58% in 2020, is estimated to prevent around 4803 deaths from diabetes over the period 2001-2020., so the program will save around 47,127 PYLL or 32,862 QALYs. CONCLUSIONS A nationwide program of diabetes care is estimated to result in significant reductions of overall, as well as CHD-related, mortality.
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Affiliation(s)
- Jacob Dreiher
- Clalit Health Services, Israel; Division of Health in the Community, Ben Gurion University of the Negev, Beer Sheva, Israel
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Zimmet P. Preventing diabetic complications: a primary care perspective. Diabetes Res Clin Pract 2009; 84:107-16. [PMID: 19278746 DOI: 10.1016/j.diabres.2009.01.016] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2009] [Revised: 01/13/2009] [Accepted: 01/27/2009] [Indexed: 01/06/2023]
Abstract
While controlling cardiometabolic risk factors remains central to diabetes management, substantial disease burden persists despite intensive targeting of blood glucose, blood pressure and lipids. Data from the Fenofibrate Intervention and Event Lowering in Diabetes (FIELD) study provide some new insights. As well as significant reduction in total cardiovascular disease events, especially among patients with marked atherogenic dyslipidaemia (low high-density lipoprotein (HDL) cholesterol and hypertriglyceridaemia), fenofibrate had preventive effects on microvascular outcomes, reducing laser treatment for retinopathy, progression of albuminuria, and non-traumatic amputations. These findings suggest re-evaluation of fenofibrate as an option for reducing the risk of diabetic vascular complications.
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Affiliation(s)
- Paul Zimmet
- Baker IDI Heart and Diabetes Institute, 250 Kooyong Road, Caulfield, Victoria 3162, Australia.
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Gaede P, Valentine WJ, Palmer AJ, Tucker DMD, Lammert M, Parving HH, Pedersen O. Cost-effectiveness of intensified versus conventional multifactorial intervention in type 2 diabetes: results and projections from the Steno-2 study. Diabetes Care 2008; 31:1510-5. [PMID: 18443195 PMCID: PMC2494636 DOI: 10.2337/dc07-2452] [Citation(s) in RCA: 113] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2007] [Accepted: 04/18/2008] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To assess the cost-effectiveness of intensive versus conventional therapy for 8 years as applied in the Steno-2 study in patients with type 2 diabetes and microalbuminuria. RESEARCH DESIGN AND METHODS A Markov model was developed to incorporate event and risk data from Steno-2 and account Danish-specific costs to project life expectancy, quality-adjusted life expectancy (QALE), and lifetime direct medical costs expressed in year 2005 Euros. Clinical and cost outcomes were projected over patient lifetimes and discounted at 3% annually. Sensitivity analyses were performed. RESULTS Intensive treatment was associated with increased life expectancy, QALE, and lifetime costs compared with conventional treatment. Mean +/- SD undiscounted life expectancy was 18.1 +/- 7.9 years with intensive treatment and 16.2 +/- 7.3 years with conventional treatment (difference 1.9 years). Discounted life expectancy was 13.4 +/- 4.8 years with intensive treatment and 12.4 +/- 4.5 years with conventional treatment. Lifetime costs (discounted) for intensive and conventional treatment were euro45,521 +/- 19,697 and euro41,319 +/- 27,500, respectively (difference euro4,202). Increased costs with intensive treatment were due to increased pharmacy and consultation costs. Discounted QALE was 1.66 quality-adjusted life-years (QALYs) higher for intensive (10.2 +/- 3.6 QALYs) versus conventional (8.6 +/- 2.7 QALYs) treatment, resulting in an incremental cost-effectiveness ratio of euro2,538 per QALY gained. This is considered a conservative estimate because accounting prescription of generic drugs and capturing indirect costs would further favor intensified therapy. CONCLUSIONS From a health care payer perspective in Denmark, intensive therapy was more cost-effective than conventional treatment. Assuming that patients in both arms were treated in a primary care setting, intensive therapy became dominant (cost- and lifesaving).
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Abstract
Aim To review the world-wide impact of the United Kingdom Prospective Diabetes Study (UKPDS) on diabetes health care since publication of the main study results in 1998. Methods The major papers published by the UKPDS were reviewed, e-mails and faxes were sent to diabetes associations in various regions of the world seeking information on trends in HbA1c over the past decade and similar information was obtained from a major USA laboratory. Results The UKPDS extended to type 2 diabetes and brought to completion the case for linking the microvascular vascular complications of diabetes to control of blood glucose initially demonstrated by the Diabetes Control and Complications Trial (DCCT). This helped set the standard of care for diabetes to seek an HbA1c goal of at least < 7.0% with intensive glycemic treatment and formed a fundamental part of continuing medical education. This also helped stimulate new hypoglycemic drug development and the preferential use of metformin as first line therapy was supported by UKPDS results. In many areas of the world, including the United Kingdom and the USA, a national trend to lower HbA1c levels has been seen. Economic analyses have shown UKPDS intensive treatment to be cost-effective at 6028 Ibs. per quality life year gained, imposing a reasonable burden on the British National health care budget. Conclusions The UKPDS was a landmark study in the treatment of type 2 diabetes from the time of diagnosis that has influenced standards of care and treatment guidelines throughout the world.
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Affiliation(s)
- S Genuth
- Department of Medicine, Case Western Reserve University, Cleveland, OH, USA.
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Abstract
An economic analysis was not initially included in the study design of the UK Prospective Diabetes Study (UKPDS). However, data were collected throughout the study on hospital drugs and medications used and these were supplemented near the end of the study by cross-sectional surveys of non-inpatient healthcare use and quality of life. Evaluations of tight vs. less tight blood pressure control, intensive vs. less conventional blood glucose control and metformin showed that each was highly cost-effective and that all could be provided at modest total cost. Further analyses showed that amputations and stroke had particularly severe consequences for quality of life, and that amputations and non-fatal MI had high cost consequences. Finally, patient-level data were used to construct a diabetes outcomes model, which estimates the probability of longer-term complications from patient-specific risk factors and can be used in populations at different stages of diabetes progression. The economic analyses arising from the UKPDS have provided new evidence to clinicians, policymakers and researchers on the consequences of diabetes and the cost-effectiveness of interventions, thereby assisting the development of treatment guidelines and improved standards of care. The analyses also illustrated a number of methodological innovations. Finally, the UKPDS Outcomes Model is gaining widespread acceptance as a validated tool for long-term economic and clinical prediction in diabetes.
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Affiliation(s)
- A M Gray
- Health Economics Research Centre, Department of Public Health, University of Oxford, UK.
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Hayes SM, Dupuis M, Murray S. Issues and challenges in the assessment, diagnosis and treatment of cardiovascular risk factors: assessing the needs of cardiologists. BMC MEDICAL EDUCATION 2008; 8:30. [PMID: 18485225 PMCID: PMC2412848 DOI: 10.1186/1472-6920-8-30] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/12/2007] [Accepted: 05/16/2008] [Indexed: 05/26/2023]
Abstract
BACKGROUND This needs assessment, initiated by the Academy for Healthcare Education Inc. in cooperation with AXDEV Group Inc., explored the knowledge, attitudes, behavior, and skills of community-based and academic-affiliated U.S. cardiologists in the area of CV risk assessment, treatment, and management from July 2006 to December 2006. METHODS The needs assessment used a multistage, mixed-method approach to collect, analyze, and verify data from two independent sources. The exploratory phase collected data from a representative sampling of U.S. cardiologists by means of qualitative panel meetings, one-on-one interviews, and quantitative questionnaires. In the validation phase, 150 cardiologists from across the United States completed a quantitative online questionnaire. Data were analyzed with standardized statistical methods. RESULTS The needs assessment found that cardiologists have areas of weakness pertaining to their interpersonal skills, which may influence patient-physician communication and patient adherence. Cardiologists appeared to have little familiarity with or lend little credence to the concept of relative CV risk. In daily clinical practice, they faced challenges with regard to optimal patient outcome in areas of patient referral from primary-care providers, CV risk assessment and treatment, and patient monitoring. Community-based and academic-affiliated cardiologists appeared to be only moderately interested in educational interventions that pertain to CV risk-reduction strategies. CONCLUSION Educational interventions that target cardiologists' interpersonal skills to enhance their efficacy may benefit community-based and academic-affiliated specialists. Other desirable educational initiatives should address gaps in the patient referral process, improve patient knowledge and understanding of their disease, and provide supportive educational tools and materials to enhance patient-physician communication.
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Affiliation(s)
- Sean M Hayes
- AXDEV Group, 8 Place Commerce, Suite 210, Brossard, QC, J4W 3H2, Canada
| | - Martin Dupuis
- AXDEV Group, 8 Place Commerce, Suite 210, Brossard, QC, J4W 3H2, Canada
| | - Suzanne Murray
- AXDEV Group, 8 Place Commerce, Suite 210, Brossard, QC, J4W 3H2, Canada
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Xie X, Vondeling H. Cost-utility analysis of intensive blood glucose control with metformin versus usual care in overweight type 2 diabetes mellitus patients in Beijing, P.R. China. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2008; 11 Suppl 1:S23-S32. [PMID: 18387063 DOI: 10.1111/j.1524-4733.2008.00363.x] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
OBJECTIVE The UKPDS 34 and 51 showed that intensive blood glucose control with metformin is cost-saving and increases life expectancy in overweight type 2 diabetic patients in the United Kingdom. Diabetes is becoming an important health problem in urban China. This study addresses the effects and costs of intensive blood glucose control in this setting, aimed at supporting decision-making on the allocation of scarce resources. METHODS A decision analytic model was developed to estimate the costs and effectiveness of intensive blood glucose control in overweight type 2 diabetes patients in Beijing, compared with usual care in accordance with clinical practice. The analysis was carried out from a health-care perspective. RESULTS The base-case analysis (3% discount rate) shows that the average incremental costs of 11 years of intensive treatment with metformin are 126.6 K RMB (16.4 K US$) per quality-adjusted life year (QALY) gained. The incremental cost-effectiveness ratio (ICER) is sensitive to the costs of medication alternatives for metformin in the intensive treatment group and to the discount rate used (0%: 105.6 K RMB (13.7 K US$) per QALY gained; 5%: 171.0 K RMB (22.2 K US$) per QALY gained). After 20 and 30 years (lifetime) follow-up, the ICERs become increasingly favorable, 90.1 K RMB (11.7 K US$) and 74.3 K RMB (9.6 K US$), respectively. The ICER is most sensitive to the costs of medication alternatives for metformin in the intensive treatment group, and to the discount rate. CONCLUSIONS Interpretation of the findings depends on the maximum willingness to pay for a QALY in China, which has not officially been defined. If this would be three times the gross domestic product per capita, a value that has been suggested in the literature, lifetime intensive blood glucose control is likely to be cost-effective. Our findings differ from the UKPDS studies and emphasize that generalizing the results of studies across countries requires considerable adaptation to the local context.
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Affiliation(s)
- Xuanqian Xie
- Public Health Educational Programme, Health Sciences Faculty, University of Southern Denmark, Odense, Denmark
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Abstract
A systematic review was undertaken to analyse pharmaco-economic issues in diabetes, with evidence selected on the basis of relevance and immediacy. Pharmaco-economics in diabetes primarily relates to making choices about antidiabetic pharmaceuticals, and this is being influenced by global trends. Trends include increasing numbers of patients with diabetes, with increasing costs of caring for people with diabetes, and an ever-present focus on the costs of pharmaceuticals which are predicted to increase as the pace of development of new medications parallels the increasing incidence of the condition. These developments have influenced the demand for health care in diabetes in the last decade, and will continue to determine this in the coming decade. Recent national experiences are cited to illustrate current issues and to focus specifically upon the challenges facing a raft of new diabetes treatment options now hitting the marketplace, although supported by fewer completed long-term trials. It can be anticipated that these newer agents will be appraised for their cost-effectiveness or value for money. Economic analyses for some of the new technologies are summarized; in general, the peer-reviewed publications using well-accepted and validated models have reported that these technologies are cost-effective. Endorsement of any technology in a national setting is not awarded simply because the incremental cost-effectiveness ratio (ICER) falls below the threshold regarded as value for money. In most national observations the reviewers expressed concerns about assumptions used in economic modelling which resulted in the ICERs being deemed optimistic at best, generally highly uncertain, and resulting in the cost-effectiveness appearing better than it really would be in clinical practice. This has often led to the authorities concluding that the price advantage of new technologies over comparators could not be justified, essentially leading to restrictions in use compared to their licence. In general, a paucity of robust evidence on longer-term outcome data together with a lack of health-related quality of life (HRQOL) data collected in a reliable manner in appropriate patients and amenable to utility (and hence quality adjusted life year or QALY) estimation have resulted in problems for these new drugs at the so-called fourth (cost-effectiveness) hurdle. In the light of these findings, the implications for generating credible fit-for-purpose cost-effectiveness analyses of new technologies in diabetes are discussed. Throughout this chapter, the interested reader is referred to a number of excellent review articles for further details.
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Affiliation(s)
- Julia M Bottomley
- Amygdala Ltd, The Warren, Willian Road, Letchworth Garden City, Hertfordshire SG6 2AA, UK.
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Schäfer A, Högger P. Oligomeric procyanidins of French maritime pine bark extract (Pycnogenol) effectively inhibit alpha-glucosidase. Diabetes Res Clin Pract 2007; 77:41-6. [PMID: 17098323 DOI: 10.1016/j.diabres.2006.10.011] [Citation(s) in RCA: 87] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2006] [Accepted: 10/02/2006] [Indexed: 12/29/2022]
Abstract
The standardized maritime pine bark extract (Pycnogenol) was reported to exert clinical anti-diabetic effects after peroral intake. However, an increased insulin secretion was not observed after administration of the extract to patients. Our aim was to elucidate whether the described clinical effects of Pycnogenol are related to inhibition of alpha-glucosidase. Therefore, we analyzed the inhibitory activity of Pycnogenol, green tea extract and acarbose towards alpha-glucosidase. Furthermore, we explored different fractions of Pycnogenol containing compounds of diverse molecular masses from polyphenolic monomers, dimers and higher oligomers to uncover which components exhibited the most pronounced inhibitory activity. We found that Pycnogenol exhibited the most potent inhibition (IC(50) about 5 microg/mL) on alpha-glucosidase compared to green tea extract (IC(50) about 20 microg/mL) and acarbose (IC(50) about 1mg/mL). The inhibitory action of Pycnogenol was stronger in extract fractions containing higher procyanidin oligomers. The results obtained assign a novel, local effect to oligomeric procyanidins and contribute to the explanation of glucose-lowering effects of Pycnogenol observed in clinical trials with diabetic patients.
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Affiliation(s)
- Angelika Schäfer
- Universität Würzburg, Institut für Pharmazie und Lebensmittelchemie, Am Hubland, Würzburg, Germany
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39
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Mason JM, Young RJ, New JP, Gibson JM, Long AF, Gambling T, Friede T. Economic Analysis of a Telemedicine Intervention to Improve Glycemic Control in Patients with Diabetes Mellitus. ACTA ACUST UNITED AC 2006. [DOI: 10.2165/00115677-200614060-00007] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
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40
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Vijgen SMC, Hoogendoorn M, Baan CA, de Wit GA, Limburg W, Feenstra TL. Cost effectiveness of preventive interventions in type 2 diabetes mellitus: a systematic literature review. PHARMACOECONOMICS 2006; 24:425-41. [PMID: 16706569 DOI: 10.2165/00019053-200624050-00002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
A systematic review of the literature was conducted to give an overview of economic evaluations of preventive interventions in type 2 diabetes mellitus. The interventions were sorted by type of preventive intervention (primary, secondary or tertiary) and by category (e.g. education, medication for hypertension). Several databases were searched for studies published between January 1990 and May 2004 on the three types of preventive intervention. For each study selected, inclusion of specific components from a standardised list of items, including quality, was recorded in a database. Summary tables were generated based on the database.A number of conclusions were drawn from this review. The most important was that strict blood pressure control was a more cost-effective intervention than less strict control, as shown by six studies reporting cost savings to very low costs per life-year gained. Primary and secondary prevention of type 2 diabetes were also highly cost effective, but these results were based on very few studies. Medications to reduce weight and hyperglycaemia together were cost effective compared with conventional interventions. Finally, the separate results regarding medications to reduce weight, hyperglycaemia and hypercholesterolaemia varied enormously, thus no conclusion could be drawn and further economic analysis is required.
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Affiliation(s)
- Sylvia M C Vijgen
- Department for Prevention and Health Services Research, National Institute of Public Health and Environment (RIVM), Bilthoven, The Netherlands.
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Clarke PM, Gray AM, Briggs A, Stevens RJ, Matthews DR, Holman RR. Cost-utility analyses of intensive blood glucose and tight blood pressure control in type 2 diabetes (UKPDS 72). Diabetologia 2005; 48:868-77. [PMID: 15834550 DOI: 10.1007/s00125-005-1717-3] [Citation(s) in RCA: 91] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2004] [Accepted: 12/03/2004] [Indexed: 10/25/2022]
Abstract
AIMS/HYPOTHESIS This study estimated the economic efficiency (1) of intensive blood glucose control and tight blood pressure control in patients with type 2 diabetes who also had hypertension, and (2) of metformin therapy in type 2 diabetic patients who were overweight. METHODS We conducted cost-utility analysis based on patient-level data from a randomised clinical controlled trial involving 4,209 patients with newly diagnosed type 2 diabetes conducted in 23 hospital-based clinics in England, Scotland and Northern Ireland as part of the UK Prospective Diabetes Study (UKPDS). Three different policies were evaluated: intensive blood glucose control with sulphonylurea/insulin; intensive blood glucose control with metformin for overweight patients; and tight blood pressure control of hypertensive patients. Incremental cost : effectiveness ratios were calculated based on the net cost of healthcare resources associated with these policies and on effectiveness in terms of quality-adjusted life years gained, estimated over a lifetime from within-trial effects using the UKPDS Outcomes Model. RESULTS The incremental cost per quality-adjusted life years gained (in year 2004 UK prices) for intensive blood glucose control was 6,028 UK pounds, and for blood pressure control was 369 UK pounds. Metformin therapy was cost-saving and increased quality-adjusted life expectancy. CONCLUSIONS/INTERPRETATION Each of the three policies evaluated has a lower cost per quality-adjusted life year gained than that of many other accepted uses of healthcare resources. The results provide an economic rationale for ensuring that care of patients with type 2 diabetes corresponds at least to the levels of these interventions.
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Affiliation(s)
- P M Clarke
- Health Economics Research Centre, Department of Public Health, University of Oxford, Old Road Campus, Headington, Oxford OX3 7LF, UK.
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Palmer AJ, Annemans L, Roze S, Lamotte M, Rodby RA, Bilous RW. An economic evaluation of the Irbesartan in Diabetic Nephropathy Trial (IDNT) in a UK setting. J Hum Hypertens 2005; 18:733-8. [PMID: 15116142 DOI: 10.1038/sj.jhh.1001729] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
There are substantial healthcare costs associated with the provision of renal replacement therapy. Patients with diabetes mellitus are the largest and fastest growing group developing end-stage renal disease (ESRD) in the United Kingdom (UK). Treatment leading to a slowing of progression to ESRD in diabetic patients could lead to considerable cost savings. Using treatment-specific probabilities derived from the Irbesartan in Diabetic Nephropathy Trial (IDNT), the cost effectiveness of treating patients with hypertension, type II diabetes and nephropathy with irbesartan, amlodipine or control was calculated using a Markov model. UK-specific ESRD-related data were retrieved from published sources to reflect local management practices, ESRD outcomes and costs. Mean 10-year costs and changes in life expectancy due to ESRD delayed or avoided were calculated. Future costs and clinical benefits were discounted at 6.0 and 1.5% per annum and extensive sensitivity analyses were performed. Delay in the onset of ESRD with irbesartan led to cost savings of pound sterling 5125 and pound sterling 2919/patient and improvements in projected discounted life expectancy of 0.07 and 0.21 years over 10 years vs amlodipine and control, respectively. The costs of treatment of ESRD were the main contributor to the total costs. The cost of trial medications had only a minor impact. These results were robust in a wide range of plausible assumptions. Given that the IDNT efficacy results could be translated to a UK setting, treating patients with hypertension, type II diabetes and overt nephropathy with irbesartan was cost saving over a 10-year period compared to amlodipine and control.
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Affiliation(s)
- A J Palmer
- Center for Outcomes Research, Basel, Switzerland.
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Abstract
The macro- and microvascular burden of type 2 diabetes is well established. A number of recent single risk factor intervention trials targeting hyperglycemia, dyslipidemia, hypertension, procoagulation, microalbumuria, and existing cardiovascular disorders have, however, shown major beneficial effects on long-term outcome. The results from these studies are anticipated to change the future management of type 2 diabetes, and most of the updated national guidelines for the treatment of type 2 diabetes recommend a multipronged approach driven by ambitious treatment targets. The outcome of this intensive integrated therapy has, however, only been investigated in a few studies of patients with type 2 diabetes. One of these trials, the Steno-2 Study, showed that intensive intervention for an average of 7.8 years cuts cardiovascular events as well as nephropathy, retinopathy, and autonomic neuropathy by about half when compared with a conventional multifactorial treatment. The challenge for now is to ensure that the trial experiences are widely adopted in daily clinical practice.
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Affiliation(s)
- Peter Gaede
- Steno Diabetes Center, Niels Steensens Vej 2, DK-2820 Gentofte, Copenhagen, Denmark.
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Goldfarb N, Weston C, Hartmann CW, Sikirica M, Crawford A, He H, Howell J, Maio V, Clarke J, Nuthulaganti B, Cobb N. Impact of appropriate pharmaceutical therapy for chronic conditions on direct medical costs and workplace productivity: a review of the literature. ACTA ACUST UNITED AC 2004; 7:61-75. [PMID: 15035834 DOI: 10.1089/109350704322919005] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
This paper presents the findings of a literature review investigating the economic impact of appropriate pharmaceutical therapy in treating four prevalent chronic conditions - asthma, diabetes, heart failure, and migraine. The goal of the review was to identify high-quality studies examining the extent to which appropriate pharmaceutical therapy impacts overall medical expenditure (direct costs) and workplace productivity (indirect costs). The working hypothesis in conducting the review was that the costs of pharmaceuticals for the selected chronic conditions are offset by savings in direct and indirect costs in other areas. The literature provides evidence that appropriate drug therapy improves the health status and quality of life of individuals with chronic illnesses while reducing costs associated with utilization of emergency room, inpatient, and other medical services. A growing body of evidence also suggests that workers whose chronic conditions are effectively controlled with medications are more productive. For employers, the evidence translates into potential direct and indirect cost savings. The findings also confirm the importance of pharmaceutical management as a cornerstone of disease management.
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Affiliation(s)
- Neil Goldfarb
- Department of Helath Policy, Jefferson Medical College, Philadelphia, Pennsylvania 19107, USA.
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45
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Ward AJ, Salas M, Caro JJ, Owens D. Health and economic impact of combining metformin with nateglinide to achieve glycemic control: Comparison of the lifetime costs of complications in the U.K. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2004; 2:2. [PMID: 15086954 PMCID: PMC406422 DOI: 10.1186/1478-7547-2-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2003] [Accepted: 04/15/2004] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND: To reduce the likelihood of complications in persons with type 2 diabetes, it is critical to control hyperglycaemia. Monotherapy with metformin or insulin secretagogues may fail to sustain control after an initial reduction in glycemic levels. Thus, combining metformin with other agents is frequently necessary. These analyses model the potential long-term economic and health impact of using combination therapy to improve glycemic control. METHODS: An existing model that simulates the long-term course of type 2 diabetes in relation to glycosylated haemoglobin (HbA1c) and post-prandial glucose (PPG) was used to compare the combination of nateglinide with metformin to monotherapy with metformin. Complication rates were estimated for major diabetes-related complications (macrovascular and microvascular) based on existing epidemiologic studies and clinical trial data. Utilities and costs were estimated using data collected in the United Kingdom Prospective Diabetes Study (UKPDS). Survival, life years gained (LYG), quality-adjusted life years (QALY), complication rates and associated costs were estimated. Costs were discounted at 6% and benefits at 1.5% per year. RESULTS: Combination therapy was predicted to reduce complication rates and associated costs compared with metformin. Survival increased by 0.39 (0.32 discounted) and QALY by 0.46 years (0.37 discounted) implying costs of pound 6,772 per discounted LYG and pound 5,609 per discounted QALY. Sensitivity analyses showed the results to be consistent over broad ranges. CONCLUSION: Although drug treatment costs are increased by combination therapy, this cost is expected to be partially offset by a reduction in the costs of treating long-term diabetes complications.
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Affiliation(s)
| | | | - J Jaime Caro
- Caro Research Institute, Concord, MA USA
- Division of General Internal Medicine, McGill University, Montreal, Quebec, Canada
| | - David Owens
- Diabetes Research Unit, Llandough Hospital, Penarth, UK
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Okoro CA, Mokdad AH, Ford ES, Bowman BA, Vinicor F, Giles WH. Are persons with diabetes practicing healthier behaviors in the year 2001? Results from the Behavioral Risk Factor Surveillance System. Prev Med 2004; 38:203-8. [PMID: 14715213 DOI: 10.1016/j.ypmed.2003.09.039] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
BACKGROUND To examine changes in modifiable health-risk behaviors of diabetic persons in the United States. METHODS A cross-sectional study was conducted of noninstitutionalized adults aged 18 years or older, in states that participated in the Behavioral Risk Factor Surveillance System in 1995 and 2001. Changes in self-reported health-risk behaviors among persons with diabetes are examined for those years (5,218 in 1995 and 13,733 in 2001 for the core instrument; 3,227 in 1995 and 9,304 in 2001 for the diabetes module). RESULTS From 1995 to 2001, the percentage of persons with diabetes who were obese, had ever been told their blood pressure or blood cholesterol was high, or had their blood cholesterol checked in the past year increased significantly. Significant increases were also reported among diabetic persons who were former smokers, received an annual influenza vaccination, ever received a pneumococcal vaccination, performed daily self-monitoring of blood glucose, received annual foot examination, and received annual dilated eye exam. CONCLUSIONS Continued emphasis needs to be placed on a multirisk factor approach to prevent, delay, and reduce the complications of diabetes.
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Affiliation(s)
- Catherine A Okoro
- National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, 4770 Buford Highway NE, Mailstop K66, Atlanta, GA 30341-3717, USA.
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Palmer AJ, Roze S, Valentine WJ, Spinas GA, Shaw JE, Zimmet PZ. Intensive lifestyle changes or metformin in patients with impaired glucose tolerance: Modeling the long-term health economic implications of the diabetes prevention program in Australia, France, Germany, Switzerland, and the United Kingdom. Clin Ther 2004; 26:304-21. [PMID: 15038953 DOI: 10.1016/s0149-2918(04)90029-x] [Citation(s) in RCA: 97] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/08/2003] [Indexed: 11/17/2022]
Abstract
BACKGROUND In the Diabetes Prevention Program (DPP), interventions with metformin (plus standard lifestyle advice) or intensive lifestyle changes (ILC) reduced the risk of developing type 2 diabetes mellitus (DM) by 31% and 58%, respectively, versus control (standard lifestyle advice only) in patients with impaired glucose tolerance (IGT). OBJECTIVE The goal of this study was to establish whether implementing the active treatments used in the DPP would be cost-effective in Australia, France, Germany, Switzerland, and the United Kingdom. METHODS A Markov model simulated 3 states-IGT, type 2 DM, and deceased-using probabilities from the DPP and published data. Country-specific direct costs were used throughout. RESULTS Assuming only within-trial effects and costs of interventions, both metformin and ILC improved life expectancy versus control. Mean improvements in nondiscounted life expectancy were 0.11 and 0.22 years for metformin and ILC, respectively. Both interventions were associated with cost savings versus control in all countries except the United Kingdom, where a small increase in costs was observed in both intervention arms. When a lifetime effect of interventions was assumed, incremental improvements in life expectancy were 0.35 and 0.90 years for metformin and ILC, respectively. Results were sensitive to probabilities of developing type 2 DM, the projected long-term duration of effect of interventions after the 3-year trial period, the relative risk of mortality for type 2 DM compared with IGT, and the costs of implementing the interventions. CONCLUSIONS Based on probabilities from the DPP and published data, in this model analysis, incorporation of the DPP interventions into clinical practice in 5 developed countries was projected to lead to an increase in DM-free years of life, improvements in life expectancy, and either cost savings or minor increases in costs compared with standard lifestyle advice in a population with IGT. Thus, financial constraints should not prevent the implementation of DM prevention programs.
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Abstract
Increasing levels of obesity, arising from energy-rich diets and sedentary lifestyles, are driving a global pandemic of type 2 diabetes. The prevalence of type 2 diabetes worldwide is set to increase from its present level of 150 million, to 225 million by the end of the decade and to as many as 300 million by 2025. Shocking as they are, these figures represent only clinically diagnosed diabetes, and many more cases of diabetes remain undiagnosed and untreated. In addition, up to one-quarter of western populations have impaired glucose tolerance or the dysmetabolic syndrome, which are considered to represent pre-diabetic states. Type 2 diabetes is appearing increasingly in children and adolescents, and the frequency of diagnosis of paediatric type 2 diabetes is outstripping that of type 1 diabetes in some areas. The long-term complications associated with type 2 diabetes carries a crushing burden of morbidity and mortality, and most type 2 diabetic patients die prematurely from a cardiovascular event. Diabetic patients are more than twice as costly to manage as non-diabetic patients, due mainly to the high costs associated with management of diabetic complications. Indeed, diabetes care already accounts for about 2-7% of the total national health care budgets of western European countries. Controlling the type 2 diabetes epidemic will require changes to the structure of healthcare delivery. Well-resourced interventions will be required, with effective co-ordination between all levels of government, health care agencies, multidisciplinary health care teams, professional organisations, and patient advocacy groups. Above all, intervention is needed today.
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Affiliation(s)
- P Zimmet
- International Diabetes Institute, Caulfield, Victoria, Australia.
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Abstract
The simultaneous presence of various cardiovascular risk factors in the same individual is not rare, even in the pediatric age group. The clustering of risk factors can be termed insulin resistance syndrome (IRS) because of the putative central role of tissue insulin insensitivity in the background of the inter-related metabolic disturbances. Fasting hyperinsulinemia, impaired glucose tolerance, dyslipidemia, and hypertension are considered to represent the basic abnormalities of IRS. The most prevalent related disturbances are increased plasma levels of plasminogen activator inhibitor-1, fibrinogen, uric acid, homocysteine, and C-reactive protein, as well as visceral adiposity, microalbuminuria, disturbed essential fatty acid metabolism, low availability of lipid-soluble antioxidant vitamins, and enhanced expression of tumor necrosis factor-alpha in adipose tissues. Certain genetic abnormalities have been associated with IRS, but explain only a small part of the variability in insulin resistance. The exact prevalence of IRS in children remains to be defined; it was found to be 9% in one survey among children with obesity seeking medical attention. Modification of lifestyle, i.e. reduction of energy intake and enhancement of physical activity, are unquestionable prerequisites for long-term success in the management of IRS. In at least two randomized controlled studies, metformin proved to be clinically effective in increasing insulin sensitivity in hyperinsulinemic, nondiabetic adolescents. Thiazolidinediones have been successfully tested for the treatment of insulin resistance in adults, but not in children as yet. Prevention of the development of IRS in children is obviously of great significance for the health status of the community. However, the efficacy of various preventive approaches should be investigated further in carefully designed controlled trials.
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Affiliation(s)
- Tamás Decsi
- Department of Paediatrics, University of Pécs, Pécs, Hungary.
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Raikou M, McGuire A. The economics of screening and treatment in type 2 diabetes mellitus. PHARMACOECONOMICS 2003; 21:543-564. [PMID: 12751913 DOI: 10.2165/00019053-200321080-00002] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
A systematic review of the literature was conducted to identify articles on the economics of type 2 diabetes mellitus. Articles were classified into two main categories: cost/burden-of-illness studies of type 2 diabetes and economic evaluations of type 2 diabetes interventions. This systematic review was supplemented by an overview of the findings relating to economic evaluations of associated diabetic complications. A number of conclusions emerge from this review, the most important of which is that intensive treatment of patients with type 2 diabetes appears to be relatively cost effective compared with more conservative strategies. This finding reflects the cost offsets that arise from the range and degree of complications attributable to diabetes. Primary prevention of type 2 diabetes also appears to be cost effective, particularly in high-risk groups. The evidence on screening for type 2 diabetes is less conclusive and further economic analysis is required.
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Affiliation(s)
- Maria Raikou
- LSE Health and Social Care, London School of Economics and Political Science, Cowdray House, Houghton Street, London WC2A 2AE, UK.
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