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Bekele BB, Bogale B, Negash S, Tesfaye M, Getachew D, Weldekidan F, Yosef T. Public health interventions on prescription redemptions and secondary medication adherence among type 2 diabetes patients: systematic review and meta-analysis of randomized controlled trials. J Diabetes Metab Disord 2021; 20:1933-1956. [PMID: 34900834 DOI: 10.1007/s40200-021-00878-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 08/10/2021] [Indexed: 11/29/2022]
Abstract
Background Despite the inadequate filling of prescriptions among chronic care patients has been a problem, little is known about the intervention effect on it. Objective The aim of this systematic review and meta-analysis (SRMA) was to investigate the effectiveness of various public health interventions on primary and secondary medication adherence among T2DM patients. Methods Searching was done from the major databases; Cochrane Library, Medline/PubMed, EBSCOhost, and SCOPUS. A hand search was made to find grey works of literature. Articles focused on interventions to enhance primary and secondary medication among type 2 diabetes mellitus patients were included. After screening and checking eligibility, the methodological quality was assessed. Secondary medication adherence was synthesized descriptively due to measurement and definition variations across studies. Finally, a meta-analysis was made using the fixed effects model for primary medication adherence. Results 3992 studies were screened for both primary and secondary medication adherences. Among these, 24 studies were included in the analysis for primary (5) and secondary (19) medication adherence. Pooled relative medication redemption difference was RD = 8% (95% CI: 6-11%) among the intervention groups. Age, intervention, provider setting, and IDF region were determinant factors of primary medication adherence. About two-thirds of the studies revealed that interventions were effective in improving secondary medication adherence. Conclusion Both primary and secondary medications were enhanced by a variety of public health interventions for patients worldwide. However, there is a scarcity of studies on primary medication adherence globally, and in resource-limited settings for the type of adherences. Supplementary Information The online version contains supplementary material available at 10.1007/s40200-021-00878-0.
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Affiliation(s)
- Bayu Begashaw Bekele
- Doctoral School of Health Sciences, University of Debrecen, Debrecen, Hungary.,Department of Epidemiology and Biostatistics, School of Public Health, College of Medicine and Health Sciences, Mizan-Tepi University, Mizan Aman, Ethiopia.,Department of Public Health and Epidemiology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Biruk Bogale
- Department of Epidemiology and Biostatistics, School of Public Health, College of Medicine and Health Sciences, Mizan-Tepi University, Mizan Aman, Ethiopia
| | - Samuel Negash
- Department of Epidemiology and Biostatistics, School of Public Health, College of Medicine and Health Sciences, Mizan-Tepi University, Mizan Aman, Ethiopia
| | - Melkamsew Tesfaye
- Department of Epidemiology and Biostatistics, School of Public Health, College of Medicine and Health Sciences, Mizan-Tepi University, Mizan Aman, Ethiopia
| | - Dawit Getachew
- Department of Epidemiology and Biostatistics, School of Public Health, College of Medicine and Health Sciences, Mizan-Tepi University, Mizan Aman, Ethiopia
| | - Fekede Weldekidan
- Department of Public Health, College of Health Science, Ethiopian Defence University, Addis Ababa, Ethiopia
| | - Tewodros Yosef
- Department of Epidemiology and Biostatistics, School of Public Health, College of Medicine and Health Sciences, Mizan-Tepi University, Mizan Aman, Ethiopia
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2
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Gao CC, Espinoza Suarez NR, Toloza FJK, Malaga Zuniga AS, McCarthy SR, Boehmer KR, Yao L, Fu S, Brito JP. Patients' Perspective About the Cost of Diabetes Management: An Analysis of Online Health Communities. Mayo Clin Proc Innov Qual Outcomes 2021; 5:898-906. [PMID: 34585085 PMCID: PMC8455864 DOI: 10.1016/j.mayocpiqo.2021.07.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Objective To understand the perspectives of persons' living with diabetes about the increasing cost of diabetes management through an analysis of online health communities (OHCs) and the impact of persons' participation in OHCs on their capacity and treatment burden. Patients and Methods A qualitative study of 556 blog posts submitted between January 1, 2007 and December 31, 2017 to 4 diabetes social networking sites was conducted between March 2018 and July 2019. All posts were coded inductively using thematic analysis procedures. Eton's Burden of Treatment Framework and Boehmer's Theory of Patient Capacity directed triangulation of themes with existing theory. Results Three themes were identified: (1) cost barriers to care: participants describe individual and systemic cost barriers that inhibit prescribed therapy goals; (2) impact of financial cost on health: participants describe the financial effects of care on their physical and emotional health; and (3) saving strategies to overcome cost impact: participants discuss practical strategies that help them achieve therapy goals. Finally, we also identify that the use of OHCs serves to increase persons' capacity with the potential to decrease treatment burden, ultimately improving mental and physical health. Conclusion High cost for diabetes care generated barriers that negatively affected physical health and emotional states. Participant-shared experiences in OHCs increased participants' capacity to manage the burden. Potential solutions include cost-based shared decision-making tools and advocacy for policy change.
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Key Words
- BS, blood sugar
- BoTF, Burden of Treatment Framework
- DME, Durable Medical Equipment
- HMO, health maintenance organization
- IDDM, insulin-dependent diabetes mellitus
- IRB, institutional review board
- OHC, online health community
- PLWD, person living with diabetes
- PPA, Partnership for Prescription Assistance
- RX, prescription
- T1D, type 1 diabetes
- TPC, Theory of Patient Capacity
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Affiliation(s)
- Catherine C Gao
- Mayo Clinic Alix School of Medicine.,Knowledge and Evaluation Research Unit, Mayo Clinic, Rochester, MN
| | | | - Freddy J K Toloza
- Knowledge and Evaluation Research Unit, Mayo Clinic, Rochester, MN.,Division of Endocrinology and Metabolism, University of Arkansas for Medical Sciences, Little Rock
| | - Ariana S Malaga Zuniga
- Knowledge and Evaluation Research Unit, Mayo Clinic, Rochester, MN.,Ruprecht-Karls University of Heidelberg, Heidelberg, Germany
| | - Sarah R McCarthy
- Knowledge and Evaluation Research Unit, Mayo Clinic, Rochester, MN.,Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN
| | - Kasey R Boehmer
- Knowledge and Evaluation Research Unit, Mayo Clinic, Rochester, MN
| | - Lixia Yao
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN
| | - Sunyang Fu
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN
| | - Juan P Brito
- Knowledge and Evaluation Research Unit, Mayo Clinic, Rochester, MN.,Department of Internal Medicine, Mayo Clinic, Rochester, MN
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3
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Self-Monitoring of Blood Glucose and Hypoglycemia-Related Hospitalization in a Population-Based Cohort of Canadian Patients With Type 1 or Type 2 Diabetes. Can J Diabetes 2020; 44:335-341.e3. [DOI: 10.1016/j.jcjd.2019.10.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Revised: 08/14/2019] [Accepted: 10/21/2019] [Indexed: 11/17/2022]
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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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5
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Blonde L, Bailey TS, Chao J, Dex TA, Frias JP, Meneghini LF, Roberts M, Aroda VR. Clinical Characteristics and Glycemic Outcomes of Patients with Type 2 Diabetes Requiring Maximum Dose Insulin Glargine/Lixisenatide Fixed-Ratio Combination or Insulin Glargine in the LixiLan-L Trial. Adv Ther 2019; 36:2310-2326. [PMID: 31359368 PMCID: PMC6822975 DOI: 10.1007/s12325-019-01033-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Indexed: 11/01/2022]
Abstract
INTRODUCTION iGlarLixi is a titratable, fixed-ratio combination of insulin glargine (iGlar, 100 units/ml) and the glucagon-like peptide-1 receptor agonist lixisenatide for the treatment of patients with type 2 diabetes. This post hoc analysis of the phase 3 LixiLan-L trial (NCT02058160) investigated baseline characteristics, glycemic control, and safety outcomes in participants who received the study-specified maximum dose (60 units/day) of iGlarLixi or iGlar vs. those who received < 60 units/day. METHODS Outcomes were compared for participants receiving 60 or < 60 units/day at week 30. Endpoints analyzed included change in A1C, fasting plasma glucose (FPG), 2-h postprandial glucose (2-h PPG), body weight, proportion of participants achieving A1C < 7.0%, proportion of participants receiving rescue therapy, documented symptomatic hypoglycemia, and gastrointestinal adverse event (GI AE) incidence. RESULTS By week 30, 27% (iGlarLixi) and 31% (iGlar) of participants received the maximum dose. Participants on 60 vs. < 60 units/day were younger and had higher body weight, body mass index (BMI), FPG, and baseline insulin dose. In both dose groups, A1C change from baseline was significantly greater with iGlarLixi vs. iGlar, and more participants treated with iGlarLixi vs. iGlar achieved A1C < 7.0%. No significant differences were observed in change from baseline for A1C, FPG, 2-h PPG, or GI AE incidence between insulin dose groups, regardless of treatment. In both treatment arms, incidence of symptomatic hypoglycemia was lower in participants receiving 60 units/day vs. those receiving < 60 units/day. Participants treated with iGlarLixi (< 60 or 60 units/day) had modest weight loss over 30 weeks vs. an increase in weight compared with iGlar. CONCLUSIONS Maximum doses of iGlarLixi were required in participants with a more insulin-resistant clinical phenotype (younger, higher BMI, FPG, and insulin doses). Benefits were observed with iGlarLixi vs. iGlar, even at 60 units/day, with more participants achieving glycemic goals, no increase in symptomatic hypoglycemia, and a modest reduction in body weight. FUNDING Sanofi US, Inc.
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Affiliation(s)
- Lawrence Blonde
- Department of Endocrinology, Ochsner Medical Center, New Orleans, LA, USA.
| | | | | | | | | | - Luigi F Meneghini
- UT Southwestern Medical Center and Parkland Health and Hospital System, Dallas, TX, USA
| | | | - Vanita R Aroda
- Brigham and Women's Hospital, Boston, MA, USA
- MedStar Health Research Institute, Hyattsville, MD, USA
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6
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Johnson EL, Frias JP, Trujillo JM. Anticipatory guidance in type 2 diabetes to improve disease management; next steps after basal insulin. Postgrad Med 2018; 130:365-374. [PMID: 29569978 DOI: 10.1080/00325481.2018.1452515] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
The alarming rise in the number of people living with type 2 diabetes (T2D) presents primary care physicians with increasing challenges associated with long-term chronic disease care. Studies have shown that the majority of patients are not achieving or maintaining glycemic goals, putting them at risk of a wide range of diabetes-related complications. Disease- and self-management programs have been shown to help patients improve their glycemic control, and are likely to be of particular benefit for patients with diabetes dealing with these issues. Anticipatory guidance is an individualized, proactive approach to patient education and counseling by a health-care professional to support patients in better coping with problems before they arise. It has been shown to improve disease outcomes in a variety of chronic conditions, including diabetes. While important at all stages, anticipatory guidance may be of particular importance during changes in treatment regimens, and especially during transition to, and escalation of, insulin-based regimens. The aim of this article is to provide advice to physicians on anticipatory guidance for basal-insulin dosing, focusing on appropriate basal-insulin-dose increase and prevention of potentially deleterious basal-insulin doses, so called overbasalization. It also provides an overview of new treatment options for patients with T2D who are not well controlled on basal-insulin therapy, fixed-ratio combinations of basal insulin and glucagon-like peptide-1 receptor agonists, and advice on the type of anticipatory guidance needed to ensure safe and appropriate switching to these therapies.
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Affiliation(s)
- Eric L Johnson
- a Department of Family and Community Medicine , University of North Dakota , Grand Forks , ND , USA
| | - Juan P Frias
- b National Research Institute , Los Angeles , CA , USA
| | - Jennifer M Trujillo
- c Skaggs School of Pharmacy and Pharmaceutical Sciences , University of Colorado , Aurora , CO , USA
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7
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Bowker SL, Lin M, Eurich DT, Johnson JA. Time-Varying Risk for Breast Cancer Following Initiation of Glucose-Lowering Therapy in Women with Type 2 Diabetes: Exploring Detection Bias. Can J Diabetes 2016; 41:204-210. [PMID: 27908558 DOI: 10.1016/j.jcjd.2016.08.227] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2016] [Revised: 08/25/2016] [Accepted: 08/30/2016] [Indexed: 12/29/2022]
Abstract
OBJECTIVES To explore detection bias in the association between glucose-lowering therapies and breast cancer in a cohort of women with type 2 diabetes. METHODS This was a retrospective, population-based cohort study. We identified new users of metformin, sulfonylureas, thiazolidinediones and insulin during the index period of January 1, 2003, to December 31, 2010. The main outcome was incident breast cancer, and patients were followed up from drug exposure index date until death, diagnosis of another type of cancer, termination of medical insurance or December 31, 2010. To explore detection bias, we split follow-up time into 2 discrete time periods of 0 to 3 months and 3 months to 6 years after drug index date. We performed time-varying Cox regression analyses, including duration of cumulative drug exposure and ever/never drug exposure for each glucose-lowering therapy into our model. The reference was no use of the same drug-exposure category. RESULTS There were 22,169 women with type 2 diabetes, with a mean (SD) age of 53.0 (9.2) years and mean (SD) follow up of 2.2 (1.5) years. Hazard ratios for breast cancer in the first 3 months following initiation of metformin, sulfonylurea or thiazolidinedione were 0.66 (0.43 to 1.02), 0.74 (0.44 to 1.25) and 0.67 (0.38 to 1.18), respectively. In the later period of 3 months to 6 years following drug start, hazard ratios (95% CI) for breast cancer were 1.00 (0.98 to 1.02), 1.01 (0.98 to 1.03) and 0.98 (0.95 to 1.01) for metformin, sulfonylurea and thiazolidinedione cumulative exposure, respectively. CONCLUSIONS Our findings suggest that no detection bias exists for glucose-lowering therapies and breast cancer in this population.
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Affiliation(s)
- Samantha L Bowker
- Department of Public Health Sciences, School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - Mu Lin
- Department of Public Health Sciences, School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - Dean T Eurich
- Department of Public Health Sciences, School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - Jeffrey A Johnson
- Department of Public Health Sciences, School of Public Health, University of Alberta, Edmonton, Alberta, Canada.
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8
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The Interplay Between Continuity of Care, Multimorbidity, and Adverse Events in Patients With Diabetes. Med Care 2016; 54:386-93. [PMID: 26807539 DOI: 10.1097/mlr.0000000000000493] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES To evaluate the impact of continuity of care and multimorbidity on health outcomes in patients with diabetes. RESEARCH DESIGN Using a US claims database of insured patients, we identified those with incident diabetes between 2004 and 2008 and followed them until death, disenrollment, or December 31, 2010. Continuity of care was defined using Breslau's Usual Provider of Continuity (UPC; proportion of visits to the usual or predominant provider within 2 y of diabetes diagnosis). Multivariable logistic regression was used to determine the association between UPC in the first 2 years after diabetes diagnosis and subsequent 1-year composite primary outcome of all-cause hospitalization or death in year 3 in patients with/without multimorbidity. RESULTS Of the 285,231 patients with incident diabetes, 74% had multimorbidity; their average age was 53 years (SD=10.5) and 49% were female. A total of 77,270 (27%) individuals had a mean UPC≥75% in the first 2 years. During year 3 of follow-up, 33,632 (12%) patients died or were hospitalized for any cause. Greater continuity of care (UPC≥75%) was associated with reduced risk of subsequent death or hospitalization [7.2% vs. 13.5%; adjusted odds ratio (aOR)=0.72; 95% CI, 0.70-0.75]. Although multimorbidity was independently associated with an increased risk of our primary composite endpoint (13.4% vs. 7.2%; aOR=1.26; 95% CI, 1.21-1.30), the association between greater continuity and better outcomes was similar in those with multimorbidity (aOR=0.71; 95% CI, 0.69-0.71) as in those without (aOR=0.75; 95% CI, 0.71-0.80). CONCLUSIONS In patients with incident diabetes, greater continuity of care is associated with improved outcomes, irrespective of whether or not they have multimorbidity.
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Eurich DT, Weir DL, Simpson SH, Senthilselvan A, McAlister FA. Risk of new-onset heart failure in patients using sitagliptin: a population-based cohort study. Diabet Med 2016. [PMID: 26206341 DOI: 10.1111/dme.12867] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
AIMS To examine whether patients using sitagliptin at the time of an acute coronary syndrome event are at increased risk of incident heart failure compared with those not exposed. METHODS Using US claims data, people with diabetes without a history of heart failure in the 3 years before hospitalization for acute coronary syndrome were identified for the period 2004 to 2010. We used a nested case-control design, whereby cases were patients who developed incident heart failure <30 days after admission to hospital for acute coronary syndrome and were matched by age and sex with up to 10 controls with no heart failure. Subjects exposed or not exposed to sitagliptin in the 90 days before acute coronary syndrome admission were compared using conditional logistic regression after adjustment for clinical and laboratory data, healthcare utilization and propensity scores. RESULTS In total, 457 cases of heart failure developing de novo after diagnosis of acute coronary syndrome were matched to 4570 controls. The average age of the subjects was 55 years and 65% were male. Overall, 11 of 147 (7%) people exposed to sitagliptin developed heart failure compared with 446 of the 4880 people not exposed (9%, adjusted odds ratio 0.75, 95% CI 0.38-1.46; P=0.40). Sitagliptin exposure before acute coronary syndrome was not associated with an increased risk of death or heart failure combined (7% vs 9%, adjusted odds ratio 0.66, 95% CI 0.34-1.28). CONCLUSIONS In our sample of patients who are at high risk of heart failure after acute coronary syndrome, sitagliptin exposure was not associated with an increased risk of de novo heart failure.
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Affiliation(s)
- D T Eurich
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
- ACHORD, 2-040 Li Ka Shing Center, University of Alberta, Edmonton, Alberta, Canada
| | - D L Weir
- Department of Epidemiology and Biostatistics, McGill University, Montreal, Quebec, Canada
- Clinical and Health Informatics Research Group, Department of Epidemiology and Biostatistics, McGill University, Montreal, Quebec, Canada
| | - S H Simpson
- Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta, Edmonton, Alberta, Canada
| | - A Senthilselvan
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - F A McAlister
- Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
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Pscherer S, Chou E, Dippel FW, Rathmann W, Kostev K. Treatment persistence after initiating basal insulin in type 2 diabetes patients: A primary care database analysis. Prim Care Diabetes 2015; 9:377-384. [PMID: 25701545 DOI: 10.1016/j.pcd.2015.01.011] [Citation(s) in RCA: 12] [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: 07/23/2014] [Revised: 01/08/2015] [Accepted: 01/25/2015] [Indexed: 10/24/2022]
Abstract
AIMS To compare persistence and its predictors in type 2 diabetes patients in primary care, initiating either basal supported oral therapy (BOT) or intensified conventional therapy (ICT) with glargine, detemir, or NPH insulin. METHODS In the BOT cohort, 1398 glargine (mean age: 68 years), 292 detemir (66 years), and 874 NPH (65 years) users from 918 practices were retrospectively analyzed (Disease Analyzer, Germany: 2008-2012). The ICT group incorporated 866 glargine (64 years), 512 detemir (60 years), and 1794 NPH (64 years) new users. Persistence was defined as proportion of patients remaining on the initial basal insulin (glargine, detemir and NPH insulin) over 2 years. Persistence was evaluated by Kaplan-Meier curves (log-rank tests) and Cox regression adjusting for age, sex, diabetes duration, antidiabetic co-therapy, comorbidities, specialist care, and private health insurance. RESULTS In BOT, two-year persistence was 65%, 53%, and 59% in glargine, detemir, and NPH users, respectively (p<0.001). In ICT, persistence was higher without differences between groups: 84%, 85%, 86% in glargine, detemir, and NPH, respectively (p=0.536). In BOT, detemir and NPH users were more likely to discontinue basal insulin compared with glargine (detemir vs. glargine: adjusted Hazard Ratio; 95% CI: 1.56; 1.31-1.87; NPH vs. glargine: 1.22; 1.07-1.38). Heart failure (1.39; 1.16-1.67) was another predictor of non-persistence, whereas higher age (per year: 0.99; 0.98-0.99), metformin (0.61; 0.54-0.69), and sulfonylurea co-medication (0.86; 0.77-0.97) were associated with lower discontinuation. CONCLUSIONS In BOT, treatment persistence among type 2 diabetes patients initiating basal insulin is influenced by type of insulin, antidiabetic co-medication, and patient characteristics.
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Affiliation(s)
- Stefan Pscherer
- Klinisches Diabeteszentrum Süd-Ostbayern, Traunstein, Germany
| | | | | | - Wolfgang Rathmann
- Institute of Biometrics and Epidemiology, German Diabetes Center, Duesseldorf, Germany
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11
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Asias BD, Stock EM, Small NL, Getchell KE, Patel JR, Krause JD, Cavness S, Dzenowski CL, Ta M. Clinical and financial outcomes of switching insulin glargine to insulin detemir in a veteran population with type 2 diabetes. J Diabetes Metab Disord 2015; 14:53. [PMID: 26120575 PMCID: PMC4482160 DOI: 10.1186/s40200-015-0180-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2014] [Accepted: 06/08/2015] [Indexed: 01/20/2023]
Abstract
Background Although glargine and detemir are both FDA-approved in the U.S. as long-acting insulin analogues, inherent differences in the insulins may lead to varying outcomes. This study examined changes in clinical measures and associated costs for veterans with type 2 diabetes on insulin therapy converted from insulin glargine to insulin detemir. Methods A retrospective before-and-after comparison study was performed at a single-site medical center located in the southwestern U.S., comprising 133 Veterans diagnosed with type 2 diabetes receiving insulin therapy with glargine and converted to insulin detemir using a 1:1 unit dosage ratio. Patients’ A1c, weight, body mass index, total daily dose, and estimated monthly insulin costs during and after conversion were compared employing Wilcoxon signed-rank tests. These measures were similarly assessed in patients at A1c goal (<7 %) prior to conversion. Results When switched from insulin glargine to insulin detemir, an increase in A1c (median of 7.7 % to 8.3 %, p < 0.01) and total daily dose (TDD: 40 to 46 units/day, p < 0.01) resulted. Monthly insulin costs decreased 19 % ($47 to $38, p < 0.01), or roughly a one-year savings of $110 per patient. An increase in A1c was similarly observed for patients at-goal prior to conversion but remained at-goal post-conversion (6.5 % to 6.7 %, p = 0.02). Conclusion The increase in A1c and TDD following conversion from insulin glargine to insulin detemir suggests that glargine requires a smaller amount of units to reach the same glycemic-lowering ability compared to detemir. Despite the observed insulin cost savings associated with detemir, future studies should also determine overall costs (including indirect) and benefits associated with switching from glargine to detemir among Veteran with Type 2 diabetes.
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Affiliation(s)
- Bernadette D Asias
- Department of Pharmacy Services, Memorial Hermann Health Care System - Texas Medical Center, Houston, TX 77030 USA ; Central Texas Veterans Health Care System, Department of Veterans Affairs, Temple, TX 76504 USA
| | - Eileen M Stock
- Center for Applied Health Research, Central Texas Veterans Health Care System in collaboration with Baylor Scott & White Health, Temple, TX 76502 USA ; Texas A&M Health Science Center, College of Medicine, Bryan, TX 77807 USA
| | - Nancy L Small
- Central Texas Veterans Health Care System, Department of Veterans Affairs, Temple, TX 76504 USA
| | - Katerine E Getchell
- Central Texas Veterans Health Care System, Department of Veterans Affairs, Temple, TX 76504 USA
| | - Jagruti R Patel
- Central Texas Veterans Health Care System, Department of Veterans Affairs, Temple, TX 76504 USA
| | - Jennifer D Krause
- Central Texas Veterans Health Care System, Department of Veterans Affairs, Temple, TX 76504 USA
| | - Staci Cavness
- Central Texas Veterans Health Care System, Department of Veterans Affairs, Temple, TX 76504 USA
| | - Cassidy L Dzenowski
- Central Texas Veterans Health Care System, Department of Veterans Affairs, Temple, TX 76504 USA
| | - Mia Ta
- Central Texas Veterans Health Care System, Department of Veterans Affairs, Temple, TX 76504 USA
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12
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Levin P, Wei W, Miao R, Ye F, Xie L, Baser O, Gill J. Therapeutically interchangeable? A study of real-world outcomes associated with switching basal insulin analogues among US patients with type 2 diabetes mellitus using electronic medical records data. Diabetes Obes Metab 2015; 17:245-53. [PMID: 25359227 PMCID: PMC4383352 DOI: 10.1111/dom.12407] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2014] [Revised: 10/03/2014] [Accepted: 10/20/2014] [Indexed: 11/29/2022]
Abstract
AIMS To evaluate real-world clinical outcomes for switching basal insulin analogues [insulin glargine (GLA) and insulin detemir (DET)] among US patients with type 2 diabetes mellitus (T2DM). METHODS Using the GE Centricity Electronic Medical Records database, this retrospective study examined two cohorts: cohort 1, comprising patients previously on GLA and then either switching to DET (DET-S) or continuing with GLA (GLA-C); and cohort 2, comprising patients previously on DET and then either switching to GLA (GLA-S) or continuing with DET (DET-C). Within each cohort, treatment groups were propensity-score-matched on baseline characteristics. At 1-year follow-up, insulin treatment patterns, glycated haemoglobin (HbA1c) levels, hypoglycaemic events, weight and body mass index (BMI) were evaluated. RESULTS The analysis included 13 942 patients: cohort 1: n = 10 657 (DET-S, n = 1797 matched to GLA-C, n = 8860) and cohort 2: n = 3285 (GLA-S, n = 858 matched to DET-C, n = 2427). Baseline characteristics were similar between the treatment groups in each cohort. At 1-year follow-up, in cohort 1, patients in the DET-S subgroup were significantly less persistent with treatment, more likely to use a rapid-acting insulin analogue, had higher HbA1c values, lower HbA1c reductions and lower proportions of patients achieving HbA1c <7.0 or <8.0% compared with patients in the GLA-C subgroup, while hypoglycaemia rates and BMI/weight values and change from baseline were similar in the two subgroups. In cohort 2, overall, there were contrasting findings between patients in the GLA-S and those in the DET-C subgroup. CONCLUSIONS This study showed contrasting results when patients with T2DM switched between basal insulin analogues, although these preliminary results may be subject to limitations in the analysis. Nevertheless, this study calls into question the therapeutic interchangeability of GLA and DET, and this merits further investigation.
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Affiliation(s)
- P Levin
- Model Clinical ResearchBaltimore, MD, USA
- Correspondence to: P. Levin, MODEL Clinical Research, Greater Baltimore Medical Center, 6535 North Charles Street, Suite 400, Baltimore, MD 21204, USA. E-mail:
| | - W Wei
- Sanofi US, Inc.Bridgewater, NJ, USA
| | - R Miao
- Sanofi US, Inc.Bridgewater, NJ, USA
| | - F Ye
- Sanofi US, Inc.Bridgewater, NJ, USA
| | - L Xie
- STATinMED ResearchAnn Arbor, MI, USA
| | - O Baser
- STATinMED ResearchAnn Arbor, MI, USA
- Department of Internal Medicine, University of MichiganAnn Arbor, MI, USA
- School of Economy, MEF UniversityIstanbul, Turkey
| | - J Gill
- Sanofi US, Inc.Bridgewater, NJ, USA
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Alsabbagh MW, Mansell K, Lix LM, Teare G, Shevchuk Y, Lu X, Champagne A, Blackburn DF. Trends in prevalence, incidence and pharmacologic management of diabetes mellitus among seniors newly admitted to long-term care facilities in Saskatchewan between 2003 and 2011. Can J Diabetes 2015; 39:138-45. [PMID: 25599902 DOI: 10.1016/j.jcjd.2014.10.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/06/2014] [Revised: 09/29/2014] [Accepted: 10/02/2014] [Indexed: 11/17/2022]
Abstract
OBJECTIVE We aimed to describe trends in the prevalence and incidence of diabetes mellitus and also report the overall use of diabetes medications among patients newly admitted to a long-term care facility (LTCF). METHODS A retrospective cohort study was done using health administrative databases in Saskatchewan. Eligible patients were newly admitted to LTCF in Saskatchewan between 2003 and 2011 and maintained LTCF residency for at least 6 months. Prevalence of diabetes was defined with physician or hospital claims in the 2 years preceding admission. Antihyperglycemic medication use was estimated from prescription claims data during the first 6 months after LTCF admission. All data were descriptively analyzed. RESULTS The validated case definition for diabetes (≥2 diagnostic claims) in the 2 years before or 6 months after admission was met by 16.9% of patients (2471 of 14,624). An additional 965 patients (6.6%) had a single diabetes diagnostic claim or antihyperglycemic prescriptions only. Among patients receiving antihyperglycemic therapies, 64.9% (1518 of 2338) were exclusively managed with oral medications, and metformin was the most commonly used medication. Glyburide was commonly withdrawn after LTCF admission. Insulin use was observed in 23.9% of diabetes patients, with a mean daily average consumption of 54.7 units per day. CONCLUSIONS Use of diabetes medications appear to generally align with Canadian practice recommendations as evidenced by declining use of glyburide and frequent use of metformin. Future studies should examine clinical benefits and safety of hypoglycemic agent use in LTCFs.
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Affiliation(s)
- Mhd Wasem Alsabbagh
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Kerry Mansell
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Lisa M Lix
- Department of Community Health Sciences, Faculty of Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Gary Teare
- Saskatchewan Health Quality Council, Saskatoon, Saskatchewan, Canada
| | - Yvonne Shevchuk
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Xinya Lu
- Saskatchewan Health Quality Council, Saskatoon, Saskatchewan, Canada
| | - Anne Champagne
- Drug Plan and Extended Benefits Branch, Ministry of Health, Government of Saskatchewan, Regina, Saskatchewan, Canada
| | - David F Blackburn
- College of Pharmacy and Nutrition, University of Saskatchewan, Saskatoon, Saskatchewan, Canada.
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Kostev K, Dippel FW, Rathmann W. Glycemic control after initiating basal insulin therapy in patients with type 2 diabetes: a primary care database analysis. Diabetes Metab Syndr Obes 2015; 8:45-8. [PMID: 25609990 PMCID: PMC4298311 DOI: 10.2147/dmso.s76855] [Citation(s) in RCA: 18] [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] [Indexed: 11/26/2022] Open
Abstract
BACKGROUND When target glycated hemoglobin (HbA1c) levels are not reached, basal insulin therapy should be considered in type 2 diabetes. The objective of this report was to describe the predictors of glycemic control (strict criterion: HbA1c ≤6.5%) during the first year after initiating basal insulin therapy in primary care. METHODS The study applied a retrospective approach using a nationwide database in Germany (Disease Analyzer, IMS Health, January 2008 to December 2011, including 1,024 general and internal medicine practices). Potential predictors of glycemic control considered were age, sex, duration of diabetes, type of basal insulin, comedication with short-acting insulin, baseline HbA1c, previous oral antidiabetic drugs, diabetologist care, private health insurance, macrovascular and microvascular comorbidity, and concomitant medication. Multivariable logistic regression models were fitted with glycemic control as the dependent variable. RESULTS A total of 4,062 type 2 diabetes patients started basal insulin (mean age 66 years, males 53%, diabetes duration 4.8 years, mean HbA1c 8.8%), of whom 295 (7.2%) achieved an HbA1c ≤6.5% during the one-year follow-up. Factors positively associated with HbA1c ≤6.5% in logistic regression were male sex (odds ratio 1.59, 95% confidence interval 1.23-2.04), insulin glargine (reference neutral protamine Hagedorn; odds ratio 1.43, 95% confidence interval 1.09-1.88), short-acting insulin (odds ratio 1.33, 95% confidence interval 1.01-1.76), and prior treatment with metformin, dipeptidyl peptidase-4 inhibitors, and diuretics. Lipid-lowering drugs were associated with a lower odds of reaching the glycemic target. CONCLUSION Few type 2 diabetes patients (7%) reached the glycemic target (HbA1c ≤6.5%) after one year of basal insulin therapy. Achievement of the glycemic target was associated with type of basal insulin, additional short-acting insulins, previous antidiabetic medication, and other comedication, eg, diuretics or lipid-lowering drugs.
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Affiliation(s)
- Karel Kostev
- IMS Health, Frankfurt, Germany
- Correspondence: Karel Kostev, IMS Health, Darmstädter Landstraße 108, 60598 Frankfurt am Main, Germany, Tel +49 69 6604 4878, Email
| | | | - Wolfgang Rathmann
- Institute of Biometrics and Epidemiology, German Diabetes Center, Düsseldorf, Germany
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Caporale JE, Pichón-Riviere A, Beratarrechea AG, Schulz-Hausmann CV, Augustovski F. A Comparison of 1-Year Treatment Costs in Patients with Type 2 Diabetes Following Initiation of Insulin Glargine or Insulin Detemir in Argentina. Value Health Reg Issues 2014; 5:14-19. [DOI: 10.1016/j.vhri.2014.02.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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16
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Xie L, Zhou S, Pinsky BW, Buysman EK, Baser O. Impact of initiating insulin glargine disposable pen versus vial/syringe on real-world glycemic outcomes and persistence among patients with type 2 diabetes mellitus in a large managed care plan: a claims database analysis. Diabetes Technol Ther 2014; 16:567-75. [PMID: 24735083 DOI: 10.1089/dia.2013.0312] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND Diabetes accounts for almost 15% of all direct healthcare expenditures. Managed care organizations try to reduce costs and improve patient outcomes. Increasing patient persistence with antidiabetes treatment could help achieve these goals. SUBJECTS AND METHODS A retrospective study was conducted using the Optum Research Database (Optum, Eden Prairie, MN) to analyze clinical and economic outcomes associated with initiation of insulin glargine via a disposable pen (GLA-P) or vial and syringe (GLA-V) among adult, insulin-naive patients with type 2 diabetes mellitus (T2DM). Propensity-matched patient cohorts were assessed for persistence with insulin therapy, glycated hemoglobin (A1C), hypoglycemic events (based on diagnosis codes), and healthcare costs (total paid amount of adjudicated claims) after follow-up at 1 year. RESULTS In 1,308 matched patients, persistence was significantly higher (P=0.011) and longer (P=0.001) with GLA-P. Follow-up A1C values were significantly lower (P=0.038), and decreases in A1C from baseline significantly larger (P=0.043), in GLA-P than in GLA-V. Significantly fewer hypoglycemic events (P=0.042) were experienced, and a lower rate of diabetes-related inpatient admissions (P=0.008) was reported in GLA-P than GLA-V. Despite higher study drug costs with GLA-P than GLA-V, all-cause and diabetes-related healthcare costs were similar. CONCLUSIONS In insulin-naive patients with T2DM, initiation of insulin glargine using the disposable pen rather than the vial and syringe is associated with higher persistence, better A1C control, and lower rates of hypoglycemia. The higher study drug costs associated with pen use do not increase total all-cause or diabetes-related healthcare costs. This may help treatment selection for patients with T2DM in a managed care setting.
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Affiliation(s)
- Lin Xie
- 1 STATinMED Research , Ann Arbor, Michigan
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17
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Weir DL, McAlister FA, Senthilselvan A, Minhas-Sandhu JK, Eurich DT. Sitagliptin use in patients with diabetes and heart failure: a population-based retrospective cohort study. JACC-HEART FAILURE 2014; 2:573-82. [PMID: 24998080 DOI: 10.1016/j.jchf.2014.04.005] [Citation(s) in RCA: 91] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2014] [Revised: 03/21/2014] [Accepted: 04/04/2014] [Indexed: 11/25/2022]
Abstract
OBJECTIVES The study objective was to evaluate the effects of sitagliptin in patients with type 2 diabetes (T2D) and heart failure (HF). BACKGROUND There is uncertainty in the literature about whether dipeptidyl peptidase (DPP)-4 inhibitors cause harm in patients with HF and T2D. METHODS We analyzed data from a national commercially insured U.S. claims database. Patients with incident HF were identified from individuals with T2D initially treated with metformin or sulfonylurea and followed over time. Subjects subsequently using sitagliptin were compared with those not using sitagliptin in the 90 days before our primary outcome of all-cause hospital admission or death using a nested case-control analysis after adjustment for demographics and clinical and laboratory data. HF-specific hospital admission or death also was assessed. RESULTS A total of 7,620 patients with diabetes and incident HF met our inclusion criteria. Mean (SD) age was 54 years (9), and 58% (3,180) were male. Overall, 887 patients (12%) were exposed to sitagliptin therapy (521 patient years of exposure) after incident HF. Our primary composite endpoint occurred in 4,137 patients (54%). After adjustment, sitagliptin users were not at an increased risk for the primary endpoint (7.1% vs. 9.2%, adjusted odds ratio [aOR]: 0.84, 95% confidence interval [CI]: 0.69 to 1.03) or each component (hospital admission 7.5% vs. 9.2%, aOR: 0.93, 95% CI: 0.76 to 1.14; death 6.9% vs. 9.3%, aOR: 1.16, 95% CI: 0.68 to 1.97). However, sitagliptin use was associated with an increased risk of HF hospitalizations (12.5% vs. 9.0%, aOR: 1.84, 95% CI: 1.16 to 2.92). CONCLUSIONS Sitagliptin use was not associated with an increased risk of all-cause hospitalizations or death, but was associated with an increased risk of HF-related hospitalizations among patients with T2D with pre-existing HF.
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Affiliation(s)
- Daniala L Weir
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada; ACHORD, 2-040 Li Ka Shing Center, University of Alberta, Edmonton, Alberta, Canada
| | - Finlay A McAlister
- Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | | | | | - Dean T Eurich
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada; ACHORD, 2-040 Li Ka Shing Center, University of Alberta, Edmonton, Alberta, Canada.
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Sorli C, Heile MK. Identifying and meeting the challenges of insulin therapy in type 2 diabetes. J Multidiscip Healthc 2014; 7:267-82. [PMID: 25061317 PMCID: PMC4086769 DOI: 10.2147/jmdh.s64084] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Type 2 diabetes mellitus (T2DM) is a chronic illness that requires clinical recognition and treatment of the dual pathophysiologic entities of altered glycemic control and insulin resistance to reduce the risk of long-term micro- and macrovascular complications. Although insulin is one of the most effective and widely used therapeutic options in the management of diabetes, it is used by less than one-half of patients for whom it is recommended. Clinician-, patient-, and health care system-related challenges present numerous obstacles to insulin use in T2DM. Clinicians must remain informed about new insulin products, emerging technologies, and treatment options that have the potential to improve adherence to insulin therapy while optimizing glycemic control and mitigating the risks of therapy. Patient-related challenges may be overcome by actively listening to the patient’s fears and concerns regarding insulin therapy and by educating patients about the importance, rationale, and evolving role of insulin in individualized self-treatment regimens. Enlisting the services of Certified Diabetes Educators and office personnel can help in addressing patient-related challenges. Self-management of diabetes requires improved patient awareness regarding the importance of lifestyle modifications, self-monitoring, and/or continuous glucose monitoring, improved methods of insulin delivery (eg, insulin pens), and the enhanced convenience and safety provided by insulin analogs. Health care system-related challenges may be improved through control of the rising cost of insulin therapy while making it available to patients. To increase the success rate of treatment of T2DM, the 2012 position statement from the American Diabetes Association and the European Association for the Study of Diabetes focused on individualized patient care and provided clinicians with general treatment goals, implementation strategies, and tools to evaluate the quality of care.
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Wei W, Zhou S, Miao R, Pan C, Xie L, Baser O, Gill J. Much ado about nothing? A real-world study of patients with type 2 diabetes switching Basal insulin analogs. Adv Ther 2014; 31:539-60. [PMID: 24831915 PMCID: PMC4033813 DOI: 10.1007/s12325-014-0120-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2014] [Indexed: 12/02/2022]
Abstract
Introduction Type-2 diabetes mellitus (T2DM) is a progressive disease, and many patients eventually require insulin therapy. This study examined real-world outcomes of switching basal insulin analogs among patients with T2DM. Methods Using two large United States administrative claims databases (IMPACT® and Humana®), this longitudinal retrospective study examined two cohorts of adult patients with T2DM. Previously on insulin glargine, Cohort 1 either continued insulin glargine (GLA-C) or switched to insulin detemir (DET-S), while Cohort 2 was previously on insulin detemir, and either continued insulin detemir (DET-C) or switched to insulin glargine (GLA-S). One-year follow-up treatment persistence and adherence, glycated hemoglobin (HbA1c), hypoglycemia events, healthcare utilization and costs were assessed. Selection bias was minimized by propensity score matching between treatment groups within each cohort. Results A total of 5,921 patients (mean age 60 years, female 50.0%, HbA1c 8.6%) were included in the analysis (Cohort 1: IMPACT®: n = 536 DET-S matched to n = 2,668 GLA-C; Humana®: n = 256 DET-S matched to n = 1,262 GLA-C; Cohort 2: n = 419 GLA-S matched to n = 780 DET-C), with similar baseline characteristics between treatment groups in each cohort. During 1-year follow-up, in Cohort 1, DET-S patients, when compared with GLA-C patients, had lower treatment persistence/adherence with 33–40% restarting insulin glargine, higher rapid-acting insulin use, worse HbA1c outcomes, significantly higher diabetes drug costs, and similar hypoglycemia rates, health care utilization and total costs. However, in Cohort 2 overall opposite outcomes were observed and only 19.8% GLA-S patients restarted insulin detemir. Conclusions This study showed contrasting clinical and economic outcomes when patients with T2DM switched basal insulin analogs, with worse outcomes observed for patients switching from insulin glargine to insulin detemir and improved outcomes when switching from insulin detemir to insulin glargine. Further investigation into the therapeutic interchangeability of insulin glargine and insulin detemir in the real-world setting is needed. Electronic supplementary material The online version of this article (doi:10.1007/s12325-014-0120-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Wenhui Wei
- Sanofi US, Inc., Mail Stop 55C-220A, 55 Corporate Drive, Bridgewater, NJ, 08807, USA,
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20
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Suh DC, Aagren M. Cost–effectiveness of insulin detemir: a systematic review. Expert Rev Pharmacoecon Outcomes Res 2014; 11:641-55. [DOI: 10.1586/erp.11.73] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Wallace JP, Wallace JL, McFarland MS. Comparing dosing of basal insulin analogues detemir and glargine: is it really unit-per-unit and dose-per-dose? Ann Pharmacother 2014; 48:361-8. [PMID: 24396092 DOI: 10.1177/1060028013518420] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To review the available evidence regarding dosing conversion between glargine and detemir in an effort to assist clinicians in performing dosing conversion. DATA SOURCES A MEDLINE literature search was performed using the search terms glargine and detemir for articles published through August 2013. STUDY SELECTION AND DATA EXTRACTION All English-language clinical trials were reviewed for inclusion of dosing and/or pharmacokinetic data. DATA SYNTHESIS A total of 7 large (n ≥ 258) randomized controlled trials (RCTs) comparing glargine and detemir in patients with type 1 and 2 diabetes had dosing equivalency data available. In these 7 RCTs, on average, a 38% higher detemir dose was required (range = 8.0%-77.2%) to achieve glucose control comparable to that achieved with glargine. A 24-hour isoglycemic clamp study conducted in 11 patients with type 1 diabetes demonstrated that the duration of action of detemir is dose dependent, with increasing doses of detemir resulting in increased duration of action of detemir. Pharmacokinetic studies conducted in patients with type 2 diabetes are conflicting, although the majority of evidence suggests that glargine provides a longer duration of glycemic control as compared with detemir. CONCLUSIONS When performing conversion between glargine and detemir, prescribers should be aware that higher doses of detemir as compared with glargine may be necessary to achieve the same glycemic control. Additionally, twice-daily injections of detemir should be considered in clinical situations in which glucose control appears to decline after 12 hours, especially with doses ≤0.4 units/kg/d in patients with type 1 diabetes.
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Gordon J, Evans M, McEwan P, Bain S, Vora J. Evaluation of insulin use and value for money in type 2 diabetes in the United kingdom. Diabetes Ther 2013; 4:51-66. [PMID: 23296753 PMCID: PMC3687091 DOI: 10.1007/s13300-012-0018-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2012] [Indexed: 01/29/2023] Open
Abstract
INTRODUCTION It is unclear as to whether human or long-acting analog insulins represent the most efficient use of health and non-healthcare resources in the management of type 2 diabetes mellitus (T2DM). The aim of this study was to evaluate the value for money relationship associated with the use of these insulins in the UK setting. METHODS A literature search was performed for studies reporting expenditure associated with the use of human and analog insulins. Data from this review informed a budget impact assessment model. Costs were converted to a common currency and results are reported in 2011 British pounds sterling (GBP) values. RESULTS Annual diabetes-related medication expenditure and patients total expenditure associated with the management of T2DM were estimated to be £397 million and £3,901 million, respectively. Substitution of human insulin for analog insulins was associated with a drug acquisition cost saving of between £5 million and £23 million each year. Overall, though, total expenditure increased significantly with increased use of human insulin by £34 million to £136 million each year depending on the degree of substitution. CONCLUSIONS On the face of it, analog insulins are more expensive, prompting questions about potential cost savings to health services in the UK from direct substitution to the less expensive human preparation. The current analysis illustrates that the increased use of human insulin and decreased use of analog insulin would, however, increase the overall net societal cost of managing insulin-treated patients with T2DM. Governments and decision makers should consider that total healthcare expenditure would not necessarily fall when decisions are based solely on the use of cheaper products.
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Affiliation(s)
- Jason Gordon
- Department of Public Health, University of Adelaide, Level 7, 178 North Terrace, Adelaide, SA, 5005, Australia,
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Eurich DT, Simpson S, Senthilselvan A, Asche CV, Sandhu-Minhas JK, McAlister FA. Comparative safety and effectiveness of sitagliptin in patients with type 2 diabetes: retrospective population based cohort study. BMJ 2013; 346:f2267. [PMID: 23618722 PMCID: PMC3635468 DOI: 10.1136/bmj.f2267] [Citation(s) in RCA: 73] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/27/2013] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To determine if the use of sitagliptin in newly treated patients with type 2 diabetes is associated with any changes in clinical outcomes. DESIGN Retrospective population based cohort study. SETTING Large national commercially insured US claims and integrated laboratory database. PARTICIPANTS Inception cohort of new users of oral antidiabetic drugs between 2004 and 2009 followed until death, termination of medical insurance, or December 31 2010. MAIN OUTCOME MEASURE Composite endpoint of all cause hospital admission and all cause mortality, assessed with time varying Cox proportional hazards regression after adjustment for demographics, clinical and laboratory data, pharmacy claims data, healthcare use, and time varying propensity scores. RESULTS The cohort included 72,738 new users of oral antidiabetic drugs (8032 (11%) used sitagliptin; 7293 (91%) were taking it in combination with other agents) followed for a total of 182,409 patient years. The mean age was 52 (SD 9) years, 54% (39,573) were men, 11% (8111) had ischemic heart disease, and 9% (6378) had diabetes related complications at the time their first antidiabetic drug was prescribed. 14,215 (20%) patients met the combined endpoint. Sitagliptin users showed similar rates of all cause hospital admission or mortality to patients not using sitagliptin (adjusted hazard ratio 0.98, 95% confidence interval 0.91 to 1.06), including patients with a history of ischemic heart disease (adjusted hazard ratio 1.10, 0.94 to 1.28) and those with estimated glomerular filtration rate below 60 mL/min (1.11, 0.88 to 1.41). CONCLUSIONS Sitagliptin use was not associated with an excess risk of all cause hospital admission or death compared with other glucose lowering agents among newly treated patients with type 2 diabetes. Most patients prescribed sitagliptin in this cohort were concordant with clinical practice guidelines, in that it was used as add-on treatment.
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Affiliation(s)
- D T Eurich
- Department of Public Health Sciences, School of Public Health, University of Alberta, Edmonton, AB, Canada T6G 2G3.
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Wu N, Aagren M, Boulanger L, Friedman M, Wilkey K. Assessing achievement and maintenance of glycemic control by patients initiating basal insulin. Curr Med Res Opin 2012; 28:1647-56. [PMID: 22937724 DOI: 10.1185/03007995.2012.722989] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
OBJECTIVE Describe characteristics of diabetic patients who initiated basal insulin and assess their glycemic control. RESEARCH DESIGN AND METHODS Physician encounters in the General Electric EMR Database (2005-2010) were assessed for patients with type II diabetes (T2DM) who initiated basal insulin between February 2006 and August 2009, with initiation defined as no prescription record of insulin in prior 15 months. Patients were followed for an average 2.5 years after insulin initiation. The proportion and time to achieving HbA1c ≤ 7% ('goal') were assessed. Among patients who reached goal, the proportion and time to HbA1c increasing above 7% were analyzed. Cox proportional hazard models were estimated to identify predictors of HbA1c goal achievement and goal sustainability. RESULTS Basal insulin initiators with T2DM (n = 13,373) were on average 60 years old, 50.5% were females, and 59.5% had HbA1c > 8%; 5840 (44%) patients reached goal within one year and 7699 (58%) reached goal during the ∼2.5-year follow-up. Being older, white or male, lower baseline HbA1c values, and no OAD use before insulin initiation were associated with significantly higher rates of reaching goal. Among patients who reached goal, 57.6% could not sustain the goal. Being Hispanic, higher baseline HbA1c values, and baseline OAD use were associated with significantly lower rates of goal sustainment. CONCLUSION A high proportion of T2DM patients did not have adequate glycemic control after initiating basal insulin. Various factors existing prior to insulin initiation were related to successful treatment of T2DM. Further research on how to improve glycemic control is encouraged.
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Affiliation(s)
- Ning Wu
- United BioSource Corporation, Lexington, MA, USA.
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Jakobsen M, Dalsgaard M, Hørmann M, Møller DV. Insulin analogues dosing and costs - comparing real-life daily doses of insulin detemir and insulin glargine in type 2 diabetes patients. BMC Endocr Disord 2012; 12:21. [PMID: 23009558 PMCID: PMC3512463 DOI: 10.1186/1472-6823-12-21] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2012] [Accepted: 09/20/2012] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The uncertainties regarding dose similarities between basal long-acting insulin analogues remain. Recent real-world studies indicate dose similarities between insulin detemir and insulin glargine, but further studies are still warranted.The aim of this study was to compare real-life daily doses of insulin detemir and insulin glargine in type 2 diabetes patients when administered once daily. METHODS We analysed 536 patient cases from general practice (63%) and endocrinological outpatient clinics (37%). A self-administered questionnaire completed by the treating physician was used to obtain data on patient characteristics (gender, age, weight, height, latest HbA1c-value), daily doses, administration of and number of years treated with insulin detemir and insulin glargine, concomitant insulin use and use of non-insulin anti-diabetic medication. Both bivariate analyses and multivariate regression analyses were applied to examine whether there were differences in the daily doses of insulin detemir and insulin glargine. RESULTS There was no significant difference in the mean daily doses of insulin detemir (0.414 U/kg) and insulin glargine (0.416 U/kg) (p = 0.4341). In multivariate regression analyses, age and BMI had a significant influence on daily insulin dose with the dose increasing 0.003 U/kg (p = 0.0375) and 0.008 U/kg (p = 0.0003) with every 1 increment in age and BMI, respectively. CONCLUSIONS Dose similarities between insulin detemir and insulin glargine were seen in type 2 diabetes patients when administered once daily. Thus, the use of insulin detemir and insulin glargine is not associated with different medical costs if the price and treating algorithm are similar.
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Affiliation(s)
- Marie Jakobsen
- COWI A/S, Parallelvej 2, Kongens Lyngby, DK-2800, Denmark
| | | | - Morten Hørmann
- COWI A/S, Parallelvej 2, Kongens Lyngby, DK-2800, Denmark
| | - Daniél Vega Møller
- Novo Nordisk Scandinavia AB, Arne Jacobsens Allé 17, 9, København, DK-2300, Denmark
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Asche CV, Bode B, Busk AK, Nair SR. The economic and clinical benefits of adequate insulin initiation and intensification in people with type 2 diabetes mellitus. Diabetes Obes Metab 2012; 14:47-57. [PMID: 21834876 DOI: 10.1111/j.1463-1326.2011.01487.x] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
AIM To study the clinical and economic benefits associated with adequate and early initiation and intensification of insulin in people with type 2 diabetes mellitus (T2DM). METHODS A systematic review was performed using published articles from January 2000 to August 2010 that linked intervention, disease, study design and outcomes. Studies were further classified as initiation and intensification based on predefined criteria. Individual studies in systematic reviews and meta-analysis were searched and included if relevant. RESULTS A total of 2690 articles were screened with 76 (40 initiation and 36 intensification) studies included. Most initiation studies had mean baseline HbA1c values of >8.5%. The endpoint HbA1c values were reduced with insulin treatment in these studies, with endpoint values ranging from 6.6 to 9.8%. Similar results were seen with the intensification studies (endpoint HbA1c: 6.4-9.6%). Addition of insulin to oral antidiabetics (OADs) resulted in better glycaemic control in most studies. Blood glucose levels reduced substantially with OADs + insulin compared with OADs alone. Quality of life outcomes and treatment satisfaction were reported in six studies and not significantly different for insulin vs. OADs. Hypoglycaemic events were manageable with insulin initiation. However, all insulin types were associated with weight gain although the comparison with OADs elicited varying results. CONCLUSIONS Proactive management with early insulin initiation and intensification should be considered in people with T2DM in inadequate glycaemic control. The economic benefits with early initiation and intensification have to be fully explored.
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Affiliation(s)
- C V Asche
- Centre for Health Outcomes Research, Department of Medicine, University of Illinois College of Medicine, Peoria, IL 61656-1649, USA.
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Young JR, McAdam-Marx C. Treatment of type 1 and type 2 diabetes mellitus with insulin detemir, a long-acting insulin analog. Clin Med Insights Endocrinol Diabetes 2010; 3:65-80. [PMID: 22879788 PMCID: PMC3411520 DOI: 10.4137/cmed.s5330] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Insulin detemir is a long-acting basal insulin approved for use in patients with type 1 (T1DM) or type 2 diabetes (T2DM). Insulin detemir has demonstrated equivalent glycemic control and hypoglycemic risk when compared to insulin glargine, and insulin detemir has generally but not consistently demonstrated less weight gain than insulin glargine in T2DM. The benefits of basal insulin analogs relative to NPH insulin are well recognized, including less FBG variability, lower risk of hypoglycemia, and less weight gain specifically with insulin detemir. However, NPH insulin continues to be widely prescribed, which may be due in part to economic considerations. While NPH insulin generally costs less per prescription, insulin detemir has been shown to be cost effective compared to NPH insulin as well as insulin glargine. Therefore, insulin detemir is an effective option from both clinical and economic perspectives for patients with T1DM or T2DM who require basal insulin to achieve glycemic control.
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Affiliation(s)
- Jason R. Young
- The Pharmacotherapy Outcomes Research Center, Department of Pharmacotherapy, University of Utah, Salt Lake City, Utah 84112, USA
| | - Carrie McAdam-Marx
- The Pharmacotherapy Outcomes Research Center, Department of Pharmacotherapy, University of Utah, Salt Lake City, Utah 84112, USA
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Lee LJ, Anderson J, Foster SA, Corrigan SM, Smith DM, Curkendall S. Predictors of initiating rapid-acting insulin analog using vial/syringe, prefilled pen, and reusable pen devices in patients with type 2 diabetes. J Diabetes Sci Technol 2010; 4:547-57. [PMID: 20513319 PMCID: PMC2901030 DOI: 10.1177/193229681000400307] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Limited data are available on the predictors of insulin delivery device choice. This study assessed the patient- and health-care-system-related factors that predict the initiation of one rapid-acting insulin analog (RAIA) delivery system over another. METHODS A retrospective analysis using a claims database (January 1, 2007, through March 31, 2009) was conducted. Patients were required to be diagnosed with type 2 diabetes mellitus, and have >or=12 months of continuous eligibility prior to their first prescription of a RAIA on or after January 1, 2008. The three cohorts in the study were vial/syringe (n = 6820), prefilled pen (n = 5840), and reusable pen (n = 2052). Multiple factors were examined using stepwise logistic regression. RESULTS Factors that increased the likelihood of initiating RAIA using prefilled pen versus vial/syringe included endocrinologist visit [odds ratio (OR) = 3.13, 95% confidence interval (CI) = 2.56, 3.82], prior basal insulin use with pen (OR = 4.85, 95% CI = 4.21, 5.59), and use of >or=1 oral antihyperglycemic agents (OR = 1.32, 95% CI = 1.20, 1.45). Factors that decreased the likelihood included inpatient admission (OR = 0.76, 95% CI = 0.70, 0.83), nursing home visit (OR = 0.22, 95% CI = 0.18, 0.27), and obesity (OR = 0.67, 95% CI = 0.53, 0.83). There were fewer differences between prefilled and reusable pen initiators. Factors that increased the likelihood of initiating with prefilled versus reusable pen included endocrinologist visit (OR = 1.87, CI = 1.50, 2.34) and inpatient admission (OR = 1.46, 95% CI = 1.30, 1.64). CONCLUSION Significant differences in predictors were observed between prefilled pen and vial/syringe initiators. The differences were fewer between prefilled and reusable pen initiators. These differences should be taken into consideration when evaluating outcomes associated with specific insulin delivery systems.
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Affiliation(s)
- Lauren J Lee
- Eli Lilly and Company, Indianapolis, Indiana 46285 , USA.
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Glycemic control and long-acting insulin analog utilization in patients with type 2 diabetes. Adv Ther 2010; 27:211-22. [PMID: 20449697 DOI: 10.1007/s12325-010-0020-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2010] [Indexed: 10/19/2022]
Abstract
INTRODUCTION The objective was to compare glycemic control, insulin utilization, and body weight in patients with type 2 diabetes (T2D) initiated on insulin detemir (IDet) or insulin glargine (IGlar) in a real-life setting in the Netherlands. METHODS Insulin-naïve patients with T2D, starting treatment with IDet or IGlar between January 1, 2004 and June 30, 2008, were selected from the PHARMO data network. Glycemic control (hemoglobin A1c [HbA1c]), target rates (HbA1c <7%), daily insulin dose, and weight gain were analyzed comparing IDet and IGlar for patients with available HbA1c levels both at baseline and at 1-year follow-up. Analysis of all eligible patients (AEP) and a subgroup of patients without treatment changes (WOTC) in the follow-up period were adjusted for patient characteristics, propensity scores, and baseline HbA1c. RESULTS A total of 127 IDet users and 292 IGlar users were included in the WOTC analyses. The mean HbA1c dropped from 8.4%-8.6% at baseline to 7.4% after 1 year. Patients at HbA1c goal increased from 9% at baseline to 32% for IDet and 11% to 35% for IGlar, which was not significantly different (OR 0.75, 95% CI 0.46, 1.24). Weight gain (n=90) was less among IDet users (+0.4 kg) than among IGlar users (+1.1 kg), albeit not significant. The AEP analysis (252 IDet + 468 IGlar users) showed similar results with 33%-36% at goal (OR 0.81, 95% CI 0.57, 1.16), and median daily insulin doses of 25 IU/day (P=0.70). CONCLUSION There was no significant difference between users of IDet and IGlar with respect to glycemic control and insulin dose in a real-life setting. The low proportion of patients on target at baseline may indicate that insulin therapy is initiated too late. Moreover, the observation that one-third of the patients reached HbA1c target at follow-up may indicate that basal insulin analogs are not titrated intensively enough.
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McAdam-Marx C, Yu J, Bouchard J, Aagren M, Brixner DI. Comparison of daily insulin dose and other antidiabetic medications usage for type 2 diabetes patients treated with an analog basal insulin. Curr Med Res Opin 2010; 26:191-201. [PMID: 19919375 DOI: 10.1185/03007990903432470] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
OBJECTIVE Few comparisons of real-world insulin detemir (DET) and insulin glargine (GLAR) utilization have been conducted, which would assist payers and other healthcare decision makers assess the cost effectiveness of these treatment alternatives. The aim of this study was to compare the amount of insulin utilized in a large cohort of patients with type 2 diabetes treated with either DET or GLAR in the real-world setting considering the use of other antidiabetic agents. RESEARCH DESIGN AND METHODS A nested case-control study was conducted using data from a large US medical and pharmacy claims data warehouse. Adults with type 2 diabetes newly treated with DET or GLAR were included. From this overall cohort, a subset of DET patients were matched 1:1 to GLAR on age, baseline antidiabetic use, and comorbidities. Descriptive statistics were used to compare patient characteristics between treatment groups; a Wilcoxon rank sum test was used to compare insulin utilization in terms of the patient level daily average consumption (DACON). MAIN OUTCOMES MEASURES Mean DACON by analog basal insulin. RESULTS This study included 18,763 patients; 2215 (11.8%) were treated with DET and 16,548 (88.2%) with GLAR. DET patients were slightly younger (59.6 vs. 60.3 years; p < or = 0.01); gender did not differ (46% female). From the overall cohort, 1581 DET patients were matched to 1581 GLAR patients. Mean (median) DACON did not differ overall (35 [26] units for DET vs. 32 [27] units for GLAR; p = 0.06) or in the matched cohort (35 [26] units for DET vs. 32 [27] units for GLAR; p = 0.146). In the matched cohort, there were no differences in non-insulin antidiabetic use after DET or GLAR was started. CONCLUSIONS In a real-world setting, insulin utilization did not differ between DET and GLAR controlling for patient characteristics and considering concomitant antidiabetic treatments, which could influence insulin use. A limitation is that the dispensing data as used in this study may not accurately reflect daily insulin dose because patients may discard unused insulin portions when the vial or pre-filled syringe reaches its in-use expiration date. Additional research is warranted to determine if there are differences in DET and GLAR utilization over time.
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Affiliation(s)
- Carrie McAdam-Marx
- University of Utah Department of Pharmacotherapy, Salt Lake City, Utah 84108, USA.
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