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

2004 ◽  
Vol 26 (2) ◽  
pp. 304-321 ◽  
Author(s):  
Andrew J. Palmer ◽  
Stéphane Roze ◽  
William J. Valentine ◽  
Giatgen A. Spinas ◽  
Jonathan E. Shaw ◽  
...  
2016 ◽  
Vol 101 (4) ◽  
pp. 1754-1761 ◽  
Author(s):  
Vanita R. Aroda ◽  
Sharon L. Edelstein ◽  
Ronald B. Goldberg ◽  
William C. Knowler ◽  
Santica M. Marcovina ◽  
...  

Abstract Context: Vitamin B12 deficiency may occur with metformin treatment, but few studies have assessed risk with long-term use. Objective: To assess the risk of B12 deficiency with metformin use in the Diabetes Prevention Program (DPP)/DPP Outcomes Study (DPPOS). Design: Secondary analysis from the DPP/DPPOS. Participants were assigned to the placebo group (PLA) (n = 1082) or the metformin group (MET) (n = 1073) for 3.2 years; subjects in the metformin group received open-label metformin for an additional 9 years. Setting: Twenty-seven study centers in the United States. Patients: DPP eligibility criteria were: elevated fasting glucose, impaired glucose tolerance, and overweight/obesity. The analytic population comprised participants with available stored samples. B12 levels were assessed at 5 years (n = 857, n = 858) and 13 years (n = 756, n = 764) in PLA and MET, respectively. Interventions: Metformin 850 mg twice daily vs placebo (DPP), and open-label metformin in the metformin group (DPPOS). Main Outcome Measures: B12 deficiency, anemia, and peripheral neuropathy. Results: Low B12 (≤ 203 pg/mL) occurred more often in MET than PLA at 5 years (4.3 vs 2.3%; P = .02) but not at 13 years (7.4 vs 5.4%; P = .12). Combined low and borderline-low B12 (≤ 298 pg/mL) was more common in MET at 5 years (19.1 vs 9.5%; P < .01) and 13 years (20.3 vs 15.6%; P = .02). Years of metformin use were associated with increased risk of B12 deficiency (odds ratio, B12 deficiency/year metformin use, 1.13; 95% confidence interval, 1.06–1.20). Anemia prevalence was higher in MET, but did not differ by B12 status. Neuropathy prevalence was higher in MET with low B12 levels. Conclusions: Long-term use of metformin in DPPOS was associated with biochemical B12 deficiency and anemia. Routine testing of vitamin B12 levels in metformin-treated patients should be considered.


2020 ◽  
Vol 7 (4) ◽  
Author(s):  
Serra Meilawati

Prediabetes adalah kondisi sebelum terjadinya diabetes mellitus tipe 2. Impaired Fasting Glucose (IFG) dan Impaired Glucose Tolerance (IGT) merupakan kondisi prediabetes. Prevalensi diabetes mellitus tipe 2 yang terus meningkat disebabkan karena setiap tahunnya 4-9% orang dengan prediabetes akan berkembang menjadi diabetes. IGT mempunyai risiko lebih tinggi untuk berkembang menjadi diabetes mellitus tipe 2. Sehingga upaya pencegahan agar tidak berkembangnya prediabetes menjadi diabetes mellitus tipe 2 menjadi sangat penting. Modifikasi gaya hidup secara intensif merupakan upaya yang dapat dilakukan pada prediabetes. Diabetes Prevention Program (DPP) di Amerika Serikat dan Finnish Diabetes Prevention Study (DPS) melakukan uji klinis yang menunjukkan bahwa modifikasi gaya hidup efektif dalam mengurangi atau menunda onset diabetes mellitus tipe 2 sebesar 4058% pada individu yang mempunyai risiko tinggi. Adapun modifikasi gaya hidup yang dapat dilakukan seperti, penurunan berat badan pada prediabetes dianjurkan sebesar 5-10% dari berat badan awal, perubahan pola makan dengan mengurangi konsumsi karbohidrat sederhana dan memperbanyak konsumsi serat, dan aktivitas fisik dilakukan selama 30-60 menit setiap hari. Modifikasi gaya hidup secara intensif pada prediabetes mempunyai efektivitas yang bagus.


AAOHN Journal ◽  
2005 ◽  
Vol 53 (11) ◽  
pp. 499-505 ◽  
Author(s):  
Steven G. Aldana ◽  
Marilyn Barlow ◽  
Rebecca Smith ◽  
Frank G. Yanowitz ◽  
Ted Adams ◽  
...  

The purpose of this study was to determine if the U.S. National Institutes of Health Diabetes Prevention Program (DPP) could be successfully implemented in a worksite setting. Thirty-seven adult employees of BD Medical Systems of Sandy, Utah were enrolled in a single-group time-series study using the DPP. Two-hour oral glucose tolerance tests (OGTT) and other outcomes were measured at baseline, 6 months, and 12 months. Weight, body mass index, waist circumference, 2-hour OGTT, very low density lipoproteins, triglycerides, and aerobic fitness were significantly improved at 6 and 12 months and showed overall significant improvement across time. Fasting blood insulin, total cholesterol, low density lipoproteins, and total cholesterol/high density lipoproteins ratio were significantly improved at 6 months, but not at 12 months. Eighteen of the program participants (51%) were no longer in the pre-diabetes and diabetes categories after 1 year. Existing worksite health promotion and occupational health professionals can successfully offer the DPP and help employees improve glucose tolerance.


2019 ◽  
Vol 7 ◽  
pp. 205031211984198 ◽  
Author(s):  
Pallavi Srivastava ◽  
Ashish Verma ◽  
Christine Geronimo ◽  
Terry M Button

Introduction: Centers for Disease Control and Prevention Diabetes Prevention Program recognition requires successful program completion by a cohort of at least five people with prediabetes. Such programs have generally been “in-person” and provided by a qualified coach from a recognized program. A cohort of 10 patients with prediabetes was enrolled in a physician’s office to use the cloud-based Type II Diabetes Prevention Module in an effort to achieve recognition. Module use was supported by the physician and a qualified coach. The purpose of this article is to evaluate Module performance relative to behavior stages associated with long-term behavior modification. Methods: The Module employs a web application supporting diabetes prevention education and a mobile application that is an electronic diary and virtual coach. A dashboard allows an efficient review of user performance and the ability to send users notifications of support from the user’s coach or physician. The cohort of 10 patients with prediabetes was offered Module use upon diagnosis of prediabetes. Results: All 10 patients with prediabetes offered Module use agreed participation. Six have completed educational sessions, made diary entries, and have met the 5% Centers for Disease Control and Prevention Diabetes Prevention Program weight loss target prior to 6 months of Module use. This high success rate (60%) is contrary to behavior stages often associated with long-term behavior modification. Conclusion: The strength of the physician–patient relationship appears to allow patients with prediabetes to skip or advance rapidly through behavioral stages in the process of lifestyle modification.


2012 ◽  
Vol 303 (2) ◽  
pp. E200-E212 ◽  
Author(s):  
Thomas Hardy ◽  
Eyas Abu-Raddad ◽  
Niels Porksen ◽  
Andrea De Gaetano

The seminal publication of the Diabetes Prevention Program (DPP) results in 2002 has provided insight into the impact of major therapies on the development of diabetes over a time span of a few years. In the present work, the publicly available DPP data set is used to calibrate and evaluate a recently developed mechanistic mathematical model for the long-term development of diabetes to assess the model's ability to predict the natural history of disease progression and the effectiveness of preventive interventions. A general population is generated from which virtual subject samples corresponding to the DPP enrollment criteria are selected. The model is able to reproduce with good fidelity the observed time courses of both diabetes incidence and average glycemia, under realistic hypotheses on evolution of disease and efficacy of the studied therapies, for all treatment arms. Model-based simulations of the long-term evolution of the disease are consistent with the transient benefits observed with conventional therapies and with promising effects of radical improvement of insulin sensitivity (as by metabolic surgery) or of β-cell protection. The mechanistic diabetes progression model provides a credible tool by which long-term implications of antidiabetic interventions can be evaluated.


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