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Eibich P, Green A, Hattersley AT, Jennison C, Lonergan M, Pearson ER, Gray AM. Costs and Treatment Pathways for Type 2 Diabetes in the UK: A Mastermind Cohort Study. Diabetes Ther 2017; 8:1031-1045. [PMID: 28879529 PMCID: PMC5630552 DOI: 10.1007/s13300-017-0296-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2017] [Indexed: 11/26/2022] Open
Abstract
INTRODUCTION Medication therapy for type 2 diabetes has become increasingly complex, and there are few reliable data on the current state of clinical practice. We report treatment pathways and associated costs of medication therapy for people with type 2 diabetes in the UK, their variability and changes over time. METHODS Prescription and biomarker data for 7159 people with type 2 diabetes were extracted from the GoDARTS cohort study, covering the period 1989-2013. Average follow-up was 10 years. Individuals were prescribed on average 2.4 (SD: 1.2) drugs with average annual costs of £241. We calculated summary statistics for first- and second-line therapies. Linear regression models were used to estimate associations between therapy characteristics and baseline patient characteristics. RESULTS Average time from diagnosis to first prescription was 3 years (SD: 4.0 years). Almost all first-line therapy (98%) was monotherapy, with average annual cost of £83 (SD: £204) for 3.8 (SD: 3.5) years. Second-line therapy was initiated in 73% of all individuals, at an average annual cost of £219 (SD: £305). Therapies involving insulin were markedly more expensive than other common therapies. Baseline HbA1c was unrelated to future therapy costs, but higher average HbA1c levels over time were associated with higher costs. CONCLUSIONS Medication therapy has undergone substantial changes during the period covered in this study. For example, therapy is initiated earlier and is less expensive than in the past. The data provided in this study will prove useful for future modelling studies, e.g. of stratified treatment approaches.
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Affiliation(s)
- Peter Eibich
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK.
| | - Amelia Green
- Department of Mathematical Sciences, University of Bath, Bath, UK
| | | | | | - Mike Lonergan
- Division of Molecular and Clinical Medicine, School of Medicine, University of Dundee, Dundee, UK
| | - Ewan R Pearson
- Division of Molecular and Clinical Medicine, School of Medicine, University of Dundee, Dundee, UK
| | - Alastair M Gray
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK
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A retrospective cohort analysis of hypoglycaemic and cardiovascular agent use in young adults in the Irish primary care setting. Ir J Med Sci 2017; 186:461-470. [DOI: 10.1007/s11845-016-1491-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2015] [Accepted: 08/10/2016] [Indexed: 10/21/2022]
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Sithara S, Crowley TM, Walder K, Aston-Mourney K. Gene expression signature: a powerful approach for drug discovery in diabetes. J Endocrinol 2017; 232:R131-R139. [PMID: 27927696 DOI: 10.1530/joe-16-0515] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2016] [Accepted: 12/07/2016] [Indexed: 12/21/2022]
Abstract
Type 2 diabetes (T2D) is increasing in prevalence at an alarming rate around the world. Much effort has gone into the discovery and design of antidiabetic drugs; however, those already available are unable to combat the underlying causes of the disease and instead only moderate the symptoms. The reason for this is that T2D is a complex disease, and attempts to target one biological pathway are insufficient to combat the full extent of the disease. Additionally, the underlying pathophysiology of this disease is yet to be fully elucidated making it difficult to design drugs that target the mechanisms involved. Therefore, the approach of designing new drugs aimed at a specific molecular target is not optimal and a more expansive, unbiased approach is required. In this review, we will look at the current state of diabetes treatments and how these target the disease symptoms but are unable to combat the underlying causes. We will also review how the technique of gene expression signatures (GESs) has been used successfully for other complex diseases and how this may be applied as a powerful tool for the discovery of new drugs for T2D.
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Affiliation(s)
- Smithamol Sithara
- Metabolic Research UnitSchool of Medicine, Deakin University, Geelong, Australia
| | - Tamsyn M Crowley
- School of MedicineMMR, Bioinformatics Core Research Facility, Deakin University, Geelong, Australia
| | - Ken Walder
- Metabolic Research UnitSchool of Medicine, Deakin University, Geelong, Australia
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Inzucchi SE, Tunceli K, Qiu Y, Rajpathak S, Brodovicz KG, Engel SS, Mavros P, Radican L, Brudi P, Li Z, Fan CPS, Hanna B, Tang J, Blonde L. Progression to insulin therapy among patients with type 2 diabetes treated with sitagliptin or sulphonylurea plus metformin dual therapy. Diabetes Obes Metab 2015; 17:956-64. [PMID: 25962401 PMCID: PMC5033027 DOI: 10.1111/dom.12489] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2015] [Revised: 05/04/2015] [Accepted: 05/07/2015] [Indexed: 01/29/2023]
Abstract
AIM To assess time to insulin initiation among patients with type 2 diabetes mellitus (T2DM) treated with sitagliptin versus sulphonylurea as add-on to metformin. METHODS This retrospective cohort study used GE Centricity electronic medical records and included patients aged ≥18 years with continuous medical records and an initial prescription of sitagliptin or sulphonylurea (index date) with metformin for ≥90 days during 2006-2013. Sitagliptin and sulphonylurea users were matched 1 : 1 using propensity score matching, and differences in insulin initiation were assessed using Kaplan-Meier curves and Cox regression. We used conditional logistic regression to examine the likelihood of insulin use 1-6 years after the index date for each year. RESULTS Propensity score matching produced 3864 matched pairs. Kaplan-Meier analysis showed that sitagliptin users had a lower risk of insulin initiation compared with sulphonylurea users (p = 0.003), with 26.6% of sitagliptin users initiating insulin versus 34.1% of sulphonylurea users over 6 years. This finding remained significant after adjusting for baseline characteristics (hazard ratio 0.76, 95% confidence interval 0.65-0.90). Conditional logistic regression analyses confirmed that sitagliptin users were less likely to initiate insulin compared with sulphonylurea users [odds ratios for years 1-6: 0.77, 0.79, 0.81, 0.57, 0.29 and 0.75, respectively (p < 0.05 for years 4 and 5)]. CONCLUSIONS In this real-world matched cohort study, patients with T2DM treated with sitagliptin had a significantly lower risk of insulin initiation compared with patients treated with sulphonylurea, both as add-on to metformin.
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Affiliation(s)
- S E Inzucchi
- Section of Endocrinology, Yale University School of Medicine, New Haven, CT, USA
| | - K Tunceli
- Merck & Co., Inc., Kenilworth, NJ, USA
| | - Y Qiu
- Merck & Co., Inc., Kenilworth, NJ, USA
| | | | | | - S S Engel
- Merck & Co., Inc., Kenilworth, NJ, USA
| | - P Mavros
- Merck & Co., Inc., Kenilworth, NJ, USA
| | - L Radican
- Merck & Co., Inc., Kenilworth, NJ, USA
| | - P Brudi
- Merck & Co., Inc., Kenilworth, NJ, USA
| | - Z Li
- Asclepius Analytics LLC, New York, NY, USA
| | - C P S Fan
- Asclepius Analytics LLC, New York, NY, USA
| | - B Hanna
- Asclepius Analytics LLC, New York, NY, USA
| | - J Tang
- Asclepius Analytics LLC, New York, NY, USA
| | - L Blonde
- Ochsner Medical Center, New Orleans, LA, USA
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Liu XH, Li XM, Han CC, Fang XF, Ma L. Effects of combined therapy with glipizide and Aralia root bark extract on glycemic control and lipid profiles in patients with type 2 diabetes mellitus. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2015; 95:739-744. [PMID: 25042995 DOI: 10.1002/jsfa.6829] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2013] [Revised: 06/02/2014] [Accepted: 07/14/2014] [Indexed: 06/03/2023]
Abstract
BACKGROUND The root bark of Aralia is a rich source of bioactive components that may improve glycemic control and lipid status. In this study, 148 patients with type 2 diabetes mellitus (T2DM) were assigned randomly to receive either glipizide alone or glipizide plus Aralia root bark extract (ARBE) for 8 weeks to test the effects of ARBE plus glipizide therapy on glycemic control and lipid profiles in these patients. RESULTS Levels of HbA1c, fasting plasma glucose (FPG) and 2 h postprandial plasma glucose (2-h PPG) in both groups significantly decreased from baseline. Glycated hemoglobin (HbA1c) decreased marginally significantly in participants taking glipizide plus ARBE compared with the glipizide group (P = 0.06). Participants in the combination group had significant decreases in total cholesterol (TC) and low-density lipoprotein cholesterol (LDL-C), and the between-group difference achieved statistical significance for LDL-C (P = 0.04). Reduction in HbA1c in the combination group was significantly associated with changes in TC (r = 0.32; P = 0.006) and LDL-C (r = 0.34; P = 0.005), and the change in FPG was inversely correlated with LDL-C reduction (r = 0.34; P = 0.004). CONCLUSIONS In patients with T2DM, combination therapy with glipizide and ARBE resulted in moderately lowering HbA1c and LDL-C levels compared with glipizide alone.
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Affiliation(s)
- Xiao-Hong Liu
- The First Affiliated Hospital, Xi'an Jiaotong University College of Medicine, 277 Yanta West Road, Xi'an, Shaanxi, 710061, China
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Machado-Alba JE, Machado-Duque ME, Moreno-Gutierrez PA. Time to and factors associated with insulin initiation in patients with type 2 diabetes mellitus. Diabetes Res Clin Pract 2015; 107:332-7. [PMID: 25648389 DOI: 10.1016/j.diabres.2015.01.018] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2014] [Revised: 12/03/2014] [Accepted: 01/14/2015] [Indexed: 10/24/2022]
Abstract
AIMS Determine the time between the start of oral antidiabetic therapy (OAD) and the initiation of insulin therapy and to establish factors associated with insulin prescription among patients with type 2 diabetes mellitus (T2DM) in Colombia. METHODS Cohort, retrospective, population-based study. We identify patients with T2DM who started OAD therapy between 1 January 2007 and 31 December 2008, and a 5-year follow-up was performed. Kaplan-Meier survival analysis for time to start insulin therapy was generated and factors associated with insulin initiation were determined using logistic regression. RESULTS A total of 1042 patients (52.4% women), mean age 63.4 years at the start of pharmacological treatment. After 5 years, 272 patients (26.1%) initiated insulin therapy. Using combination therapy of metformin and glibenclamide was associated with greater risk of insulin initiation (OR: 1.64, 95% CI: 1.12-2.40, p=0.010), while being a male over 45 years of age (OR: 0.59, 95% CI: 0.37-0.96, p=0.034) and initiating OAD therapy with metformin (OR: 0.30, 95% CI: 0.20-0.46, p<0.001) reduced the risk of insulin use. CONCLUSIONS After 5 years of OAD treatment, 26.1% of people with T2DM started insulin therapy. Age, sex and type of initial OAD affected the probability of switching to insulin in these patients in Colombia.
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Affiliation(s)
- Jorge Enrique Machado-Alba
- Grupo de Investigación en Farmacoepidemiología y Farmacovigilancia, Universidad Tecnológica de Pereira, Audifarma S.A, Paraje la Julita, AA: 97, 660003 Pereira, Risaralda, Colombia.
| | - Manuel Enrique Machado-Duque
- Grupo de Investigación en Farmacoepidemiología y Farmacovigilancia, Universidad Tecnológica de Pereira, Pereira, Colombia
| | - Paula Andrea Moreno-Gutierrez
- Grupo de Investigación en Farmacoepidemiología y Farmacovigilancia. Universidad Tecnológica de Pereira, Audifarma S.A., Pereira, Colombia
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Thompson AM, Linnebur SA, Vande Griend JP, Saseen JJ. Glycemic targets and medication limitations for type 2 diabetes mellitus in the older adult. ACTA ACUST UNITED AC 2014; 29:110-23. [PMID: 24513421 DOI: 10.4140/tcp.n.2014.110] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
OBJECTIVE To review the optimal management of type 2 diabetes mellitus (T2DM) in the older adult. DATA SOURCES A PubMed search was completed to identify publications in the English language from 1947 to 2013 using combinations of the search terms: geriatrics, aged, diabetes mellitus, and type 2 diabetes mellitus. References of articles were also reviewed for inclusion if not identified in the PubMed search. STUDY SELECTION AND DATA EXTRACTION Original studies, clinical reviews, and guidelines were identified and evaluated for clinical relevance. DATA SYNTHESIS Although the number of older adults with T2DM is growing, evidence for the treatment of T2DM in this population is lacking. Barriers such as polypharmacy, comorbid conditions, economic limitations, cognitive impairment, and increased risk of hypoglycemia may limit optimal glycemic control in older adults. Several organizations provide recommendations for glycemic targets and recommend using standard glycemic goals in most healthy older adults. However, less stringent goals are necessary in certain older populations such as those patients with limited life expectancy and severe hypoglycemia. In general, glycemic goals should be individualized in older patients. Age-related pharmacokinetic and pharmacodynamic changes, comorbid conditions, adverse drug reactions, ease of medication administration, and cost of medications necessitate the need to individualize pharmacologic therapy. CONCLUSION Glycemic targets and medication use for T2DM should be individualized in older adults.
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Affiliation(s)
| | - Sunny A Linnebur
- Department of Clinical Pharmacy, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, Colorado
| | - Joseph P Vande Griend
- Departments of Clinical Pharmacy and Family Medicine, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences
| | - Joseph J Saseen
- Departments of Clinical Pharmacy and Family Medicine, University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences
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Geier AS, Wellmann I, Wellmann J, Kajüter H, Heidinger O, Hempel G, Hense HW. Patterns and determinants of new first-line antihyperglycaemic drug use in patients with type 2 diabetes mellitus. Diabetes Res Clin Pract 2014; 106:73-80. [PMID: 25139631 DOI: 10.1016/j.diabres.2014.07.014] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2014] [Revised: 04/16/2014] [Accepted: 07/20/2014] [Indexed: 01/13/2023]
Abstract
AIMS We evaluated the patterns and determinants that influence the selection, timing and duration of first-line antihyperglycaemic drug (AHD) treatment in patients with type 2 diabetes in Germany, focusing specifically on treatment-naive AHD initiators. METHODS Pharmacy dispensing claims data were linked with a cohort of patients newly enrolled in a German Disease Management Program for type 2 diabetes (DMP-DM2) between 2003 and 2009. We examined uptake of first-line pharmacotherapy in previously unmedicated patients and identified predictors of receiving AHD therapy in general and metformin in particular using multivariable regression analyses. RESULTS There were 27,138 unmedicated patients with type 2 diabetes and 47.0% of them were started on AHD treatment within 5 years after enrollment. Initial severity of diabetes was the major predictor of receiving first-line pharmacotherapy. Metformin accounted for 63% of newly prescribed AHD in 2003 and more than 80% in 2009 while sulfonylureas accounted for only 10%. Initiating metformin as first-line AHD was associated with younger age, higher BMI, lower HbA1c, and shorter diabetes duration (multivariate p<0.001 for all). Therapy switch or step-up was less frequent among metformin initiators than sulfonylurea initiators. CONCLUSIONS The majority of patients were not started on AHD therapy within 5 years after enrollment. In line with recent therapy guidelines, current first-line antihyperglycaemic treatment was increasingly based on metformin. AHD initiators started on sulfonylurea were generally more advanced in their disease and were started later on primary pharmacotherapy.
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Affiliation(s)
- A S Geier
- Institute of Epidemiology and Social Medicine, Westfälische Wilhelms-Universität Münster, Albert-Schweitzer-Campus 1 D3, 48149 Münster, Germany.
| | - I Wellmann
- Institute of Epidemiology and Social Medicine, Westfälische Wilhelms-Universität Münster, Albert-Schweitzer-Campus 1 D3, 48149 Münster, Germany
| | - J Wellmann
- Institute of Epidemiology and Social Medicine, Westfälische Wilhelms-Universität Münster, Albert-Schweitzer-Campus 1 D3, 48149 Münster, Germany
| | - H Kajüter
- Epidemiological Cancer Registry of North Rhine-Westphalia, Münster, Germany
| | - O Heidinger
- Epidemiological Cancer Registry of North Rhine-Westphalia, Münster, Germany
| | - G Hempel
- Institute of Pharmaceutical and Medical Chemistry, University of Münster, Germany
| | - H W Hense
- Institute of Epidemiology and Social Medicine, Westfälische Wilhelms-Universität Münster, Albert-Schweitzer-Campus 1 D3, 48149 Münster, Germany; Epidemiological Cancer Registry of North Rhine-Westphalia, Münster, Germany
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Kostev K, Dippel FW, Rathmann W. Predictors of insulin initiation in metformin and sulfonylurea users in primary care practices: the role of kidney function. J Diabetes Sci Technol 2014; 8:1023-8. [PMID: 24876433 PMCID: PMC4455382 DOI: 10.1177/1932296814532616] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The aims were to investigate predictors of insulin initiation in new users of metformin or sulfonylureas in primary care practices, in particular, its association with decreased renal function. Data from 9103 new metformin and 1120 sulfonylurea users with normal baseline glomerular filtration rate (eGFR) >90 ml/min/1.73 m(2) from 1072 practices were retrospectively analyzed (Disease Analyzer Germany: 01/2003-06/2012). Cox regression models and propensity score matching was used to adjust for confounders (age, sex, practice characteristics, comorbidity). Insulin treatment was started in 394 (4.3%) metformin and in 162 (14.5%) sulfonylurea users within 6 years (P < .001). Kaplan-Meier curves (propensity score matched patients) showed that the metformin group was at a lower risk of insulin initiation compared to sulfonylurea users throughout the study period. A substantial eGFR decline (category: 15-<30 ml/min/1.73 m(2)) was significantly associated with a higher likelihood to have insulin initiated (adjusted hazard ratio [HR]: 2.39; 95% CI: 1.09-5.23) in metformin but not in sulfonylurea (HR: 0.45; 95% CI: 0.16-1.30) users. New users of sulfonylurea monotherapy in primary care practices in Germany were about 3-fold more likely to start insulin therapy than those with metformin. Kidney function decline was associated with earlier insulin initiation in metformin but not in sulfonylurea users.
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Affiliation(s)
| | - Franz-Werner Dippel
- Department of Internal Medicine, Neurology and Dermatology, University of Leipzig, Germany
| | - Wolfgang Rathmann
- Institute of Biometrics and Epidemiology, German Diabetes Center, Düsseldorf, Germany
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Moghissi E. Management of type 2 diabetes mellitus in older patients: current and emerging treatment options. Diabetes Ther 2013; 4:239-56. [PMID: 24096685 PMCID: PMC3889320 DOI: 10.1007/s13300-013-0039-6] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2013] [Indexed: 12/19/2022] Open
Abstract
Elderly patients with type 2 diabetes mellitus (T2DM) are a rapidly emerging population that presents unique clinical challenges. This diverse patient group can differ widely in terms of physical and mental status, which can increase their risk of complications including hypoglycemia, falls, and depression. These factors can negatively impact their glycemic control, safety, and quality of life. The risk of hypoglycemic events is elevated among elderly patients with diabetes. In many cases, these events are related to antidiabetic therapy and the pursuit of strict glycemic control. Fear of a hypoglycemic episode, on the part of the patient and/or healthcare provider, is another major barrier to achieving glycemic control. Hypoglycemic events, even in the absence of awareness of the event (asymptomatic), can have negative consequences. To help manage these risks, several national and international organizations have proposed guidelines to address individualized treatment goals for older adults with diabetes. This article reviews current treatment guidelines for setting glycemic targets in elderly patients with T2DM, and discusses the role of emerging treatment options in this patient population.
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Affiliation(s)
- Etie Moghissi
- UCLA David Geffen School of Medicine, University of California, 4644 Lincoln Blvd., Suite 409, Marina del Rey, Los Angeles, CA, 90292, USA,
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Rascati K, Richards K, Lopez D, Cheng LI, Wilson J. Progression to insulin for patients with diabetes mellitus on dual oral antidiabetic therapy using the US Department of Defense Database. Diabetes Obes Metab 2013; 15:901-5. [PMID: 23531154 DOI: 10.1111/dom.12103] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2012] [Revised: 01/14/2013] [Accepted: 02/14/2013] [Indexed: 11/29/2022]
Abstract
AIM To compare 'progression to insulin' for three cohorts on oral antidiabetic medication combinations: metformin/sulphonylurea (Met/SU), metformin/thiazolidinedione (Met/TZD) and sulphonylurea/thiazolidinedione (SU/TZD). METHODS Retrospective cohort analysis design was used. The subjects were US nationwide members of military and their families. A total of 5608 patients who were on antidiabetic monotherapy for at least 1 year before adding a second agent to their medication regimen between October 2001 and September 2008 participated in this study. Mean age ranged from 64 to 71 years among the cohorts. Cox regression compared the progression to insulin, adjusting for demographics, months of follow-up and co-morbidities [measured with Chronic Disease Score (CDS)]. RESULTS By the end of the 2- to 6-year follow-up period, 14.3% of the Met/TZD cohort, 23.6% of the Met/SU cohort and 28.2% of the SU/TZD cohort had insulin added to their regimen. Those in the Met/SU cohort had a 1.8 times higher probability of progression to insulin than those in the Met/TZD cohort [odds ratio (OR) = 1.80, 95% confidence interval (CI) = 1.51-2.14), and those in the SU/TZD cohort had a 2.5 times higher probability of progression to insulin than those in the Met/TZD cohort (OR = 2.51, 95% CI = 2.04-3.08). CONCLUSION When sensitizers were paired (Met/TZD), a lower percentage of patients progressed to insulin during the study period, as opposed to patients who used a combination of a secretagogue with a sensitizer (SU/TZD or Met/SU).
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Affiliation(s)
- K Rascati
- Health Outcomes and Pharmacy Practice Division, The University of Texas College of Pharmacy, Austin, TX, USA
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