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Pintos C, Burgos MA, Pasik NI, Piccioli S, Grande Ratti MF, Russo MP. [Real-world evidence on pharmacological appropriateness in type 2 diabetes mellitus and cardiovascular disease]. REVISTA DE LA FACULTAD DE CIENCIAS MÉDICAS 2023; 80:335-351. [PMID: 38150199 PMCID: PMC10851389 DOI: 10.31053/1853.0605.v80.n4.42272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 10/13/2023] [Indexed: 12/28/2023] Open
Abstract
Objective To estimate the proportion of individuals with established Type 2 Diabetes Mellitus (T2DM) and Cardiovascular Disease (CVD) who are receiving pharmacological anti-diabetic treatment with evidence of cardiovascular benefit at a hospital in Argentina. Materials and Methods Cross-sectional study conducted at the Italian Hospital of Buenos Aires. A consecutive sample of adult patients affiliated with the institutional prepaid health plan active in March 2020, diagnosed with T2DM and established CVD, was included. Data were collected from the Electronic Health Record. The proportion of pharmacological adequacy (combined use of metformin plus sodium-glucose co-transporter 2 inhibitors and/or glucagon-like peptide 1 receptor agonists) was reported along with its respective 95% confidence interval (CI). Results A total of 1539 patients were included, with a mean age of 76.2 years; 65.3% were male, and 81.6% were overweight or obese. Hemoglobin A1c levels were recorded in the past year for 74.9% of patients, with an average value of 6.9% (SD 1.2). The most prescribed drugs were metformin (61.3%), insulin (26.7%), and gliptins (11%). Out of the total included patients, 82 exhibited pharmacotherapeutic adequacy for diabetes treatment, with a prevalence of 5.3% (95% CI 4.2-6.5). Conclusions The prevalence of prescribing anti-diabetic drugs with evidence of cardiovascular benefit was 5.3% (95% CI 4.2-6.5). This real-world evidence highlights the low frequency of prescribing this type of medication at the time of the study in a high cardiovascular risk population.
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Affiliation(s)
- Carolina Pintos
- Hospital Italiano de Buenos Aires, Ciudad de Buenos Aires, Argentina..
| | | | | | - Sofía Piccioli
- Hospital Italiano de Buenos Aires, Ciudad de Buenos Aires, Argentina..
| | | | - María Paula Russo
- Hospital Italiano de Buenos Aires, Ciudad de Buenos Aires, Argentina..
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Giorgino F, Guerci B, Füchtenbusch M, Lebrec J, Boye K, Orsini Federici M, Heitmann E, Dib A, Yu M, Sapin H, García-Pérez LE. The real-world observational prospective study of health outcomes with dulaglutide and liraglutide in patients with type 2 diabetes (TROPHIES): Final, 24-month analysis of time to first significant treatment change, treatment persistence and clinical outcomes. Diabetes Obes Metab 2023; 25:3465-3477. [PMID: 37700627 DOI: 10.1111/dom.15244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 07/24/2023] [Accepted: 07/25/2023] [Indexed: 09/14/2023]
Abstract
AIMS To present the final results of the TROPHIES study (The real-world observational prospective study of health outcomes with dulaglutide and liraglutide in patients with type 2 diabetes). MATERIALS AND METHODS The prospective, real-world TROPHIES study included patients with type 2 diabetes initiating their first injectable glucose-lowering medication (GLM), dulaglutide or liraglutide, in France, Germany and Italy. The primary endpoint was the time spent on dulaglutide or liraglutide until a significant treatment change over 24 months. Other endpoints measured persistence with treatment, clinical outcomes (glycated haemoglobin [HbA1c] and weight) and treatment patterns. Kaplan-Meier estimates of time to first significant treatment change and persistence with treatment were generated. Propensity-score-based inverse probability of treatment weighting (IPTW) was used to adjust for baseline imbalances in the comparison between cohorts. RESULTS The 286 of 1014 patients (28.2%) in the dulaglutide cohort and 448 of 991 patients (45.2%) in the liraglutide cohort had a significant treatment change over 24 months. By IPTW analysis, dulaglutide-initiating patients were less likely to have a significant treatment change (hazard ratio [HR] 0.54, 95% confidence interval [CI] 0.46-0.63) and more likely to be persistent with treatment (HR 0.69, 95% CI 0.56-0.86) over 24 months than liraglutide-initiating patients. Dulaglutide and liraglutide yielded similar HbA1c (-11.80 mmol/mol [1.08%] and -11.91 mmol/mol [1.09%]) and weight (-3.5 kg and -3.3 kg) reductions from baseline to 24 months. Few changes in patterns of treatment with other GLMs were observed in the two cohorts. CONCLUSIONS Dulaglutide-initiating patients had a longer time spent without any significant treatment change and higher persistence than those initiating liraglutide. Treatment with either glucagon-like peptide-1 receptor agonist yielded similar and clinically meaningful reductions in HbA1c and body weight.
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Affiliation(s)
| | - Bruno Guerci
- University Hospital of Nancy, Vandoeuvre Lès Nancy, France
| | | | | | - Kristina Boye
- Lilly Corporate Center, Eli Lilly and Company, Indianapolis, Indiana, USA
| | | | - Elke Heitmann
- Lilly Corporate Center, Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Anne Dib
- Lilly Corporate Center, Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Maria Yu
- Lilly Corporate Center, Eli Lilly and Company, Indianapolis, Indiana, USA
| | - Hélène Sapin
- Lilly Corporate Center, Eli Lilly and Company, Indianapolis, Indiana, USA
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Hoog M, Paczkowski R, Huang A, Halpern R, Buysman E, Stackland S, Zhang Y, Wangia-Dixon R. Glycemic and Economic Outcomes in Elderly Patients with Type 2 Diabetes Initiating Dulaglutide Versus Basal Insulin in a Real-World Setting in the United States: The DISPEL-Advance Study. Diabetes Ther 2023; 14:1947-1958. [PMID: 37740872 PMCID: PMC10570245 DOI: 10.1007/s13300-023-01473-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 09/01/2023] [Indexed: 09/25/2023] Open
Abstract
INTRODUCTION Treatments like glucagon-like peptide-1 receptor agonists carry low hypoglycemia risk and are recommended for elderly patients with type 2 diabetes (T2D), while some routine treatments, like insulin, increase hypoglycemia risk. The DISPEL-Advance (Dulaglutide vs Basal InSulin in Injection Naïve Patients with Type 2 Diabetes: Effectiveness in ReaL World) study compared glycemic outcomes, healthcare resource utilization, and costs in elderly patients with T2D who initiated treatment with dulaglutide versus those initiating treatment with basal insulin. METHODS This observational, retrospective cohort study used data from the Optum Research Database. Medicare Advantage patients (≥ 65 years) with T2D were assigned to dulaglutide or basal insulin cohorts based on pharmacy claims and propensity score matched on demographic and baseline characteristics. Change in HbA1c, 12-months follow-up HbA1c, and follow-up all-cause and diabetes-related healthcare resource utilization and costs were compared. RESULTS Propensity score matching yielded well-balanced cohorts with 1891 patients each (mean age: dulaglutide, 72.09 years; basal insulin, 72.56 years). The dulaglutide cohort had significantly greater mean HbA1c reduction from baseline to follow-up than basal insulin cohort (- 0.95% vs - 0.69%; p < 0.001). The dulaglutide cohort had significantly lower mean all-cause and diabetes-related medical costs (all-cause: $8306 vs $12,176; diabetes-related: $4681 vs $7582 respectively; p < 0.001) and lower mean all-cause total costs ($18,646 vs $20,972, respectively; p = 0.007) than basal insulin cohort. The dulaglutide cohort had significantly lower all-cause and diabetes-related total costs per 1% change in HbA1c than basal insulin cohort (all-cause: $19,729 vs $30,334; diabetes-related: $12,842 vs $17,288, respectively; p < 0.001). CONCLUSIONS Elderly patients with T2D initiating dulaglutide had greater HbA1c reduction, lower mean all-cause medical and total costs, lower diabetes-related medical costs, and lower total all-cause and diabetes-related costs per 1% change in HbA1c than patients initiating basal insulin. Future studies assessing medications that do not increase hypoglycemia risk could help inform therapeutic strategies in elderly patients.
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Barrett A, Debackere N, Ribeiro A, Keapoletswe K, Zingel R, Coles B. Dosing Patterns of Dulaglutide and Semaglutide in Patients with Type 2 Diabetes in the United Kingdom and Germany: A Retrospective Cohort Study. Adv Ther 2023; 40:3446-3464. [PMID: 37286889 PMCID: PMC10246869 DOI: 10.1007/s12325-023-02540-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 04/28/2023] [Indexed: 06/09/2023]
Abstract
INTRODUCTION As new glucagon-like peptide 1 receptor agonist (GLP-1 RA) formulations are available, the aim of this study was to understand dulaglutide and subcutaneous (s.c.) semaglutide dosing patterns in people with type 2 diabetes mellitus (T2DM) in the UK and Germany as well as oral semaglutide in the UK. METHODS Adults with evidence of T2DM and a prescription of dulaglutide or semaglutide between August 2020 and December 2021 were identified using the IQVIA Longitudinal Prescription Data (LRx). Patients were divided into cohort 1 (incident users) and cohort 2 (prevalent users) based on previous exposure to GLP-1 RAs and were followed up to 12 months post-index. RESULTS During the patient selection window in Germany and the UK, 368,320 and 123,548 patients respectively received at least one prescription of a study GLP-1 RA. Among dulaglutide users in Germany at 12 months post-index, the 1.5-mg dosage formulation was the most common for both cohort 1 (65.6%) and 2 (71.2%). Among s.c. semaglutide users at 12 months post-index, 39.2% and 58.4% of cohort 1 received 0.5 mg and 1.0 mg, respectively. In the UK, at 12 months post-index, the most common dulaglutide dosage formulation was 1.5 mg (71.7% cohort 1 and 80.9% cohort 2). Among s.c. semaglutide users at 12 months post-index, 0.5- and 1.0-mg formulations were the most common for both cohort 1 (38.9% and 56.0%, respectively) and cohort 2 (29.5% and 67.1%, respectively). Prescribing of the more recently introduced 3.0- and 4.5-mg formulations for dulaglutide and oral semaglutide was also reported in the study. CONCLUSION Dosing patterns of GLP-1 RAs, although similar between the UK and Germany, were heterogeneous over time. Given that the higher dulaglutide doses and oral semaglutide were recently introduced to the market, additional real-world evidence studies which include clinical outcomes is required.
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Affiliation(s)
- Annabel Barrett
- Eli Lilly and Company, 8 Arlington Square West, Downshire Way, Bracknell, RG12 1PU, UK.
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Huang J, Hua F, Jiang X, Zhang X, Yang M, Wang L, Huang X, Luo K. Effects of dulaglutide combined with insulin degludec on glucose fluctuations and appetite in type 2 diabetes. Front Endocrinol (Lausanne) 2023; 14:1130470. [PMID: 37255975 PMCID: PMC10225703 DOI: 10.3389/fendo.2023.1130470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 04/27/2023] [Indexed: 06/01/2023] Open
Abstract
Introduction The aim of this study was to describe appetite and glucose fluctuation in type 2 diabetes mellitus patients initiating treatment with dulaglutide combined with insulin degludec. Methods This retrospective study of patients identified adults starting treatment with once-weekly (QW) dulaglutide combined with insulin degludec (experimental group) or insulin degludec alone (control group). Patients were followed for up to 6 months from treatment initiation. The clinical characteristics of patients, treatment patterns, CGM data, and appetite scores were obtained for the two groups. Results A total of 236 patients were included in this study. SDBG, MAGE, LAGE, and PPGE of the experimental group were lower than the control group's (P < 0.05). The proportions of patients achieving a time in range (TIR) of ≥70% in the experimental group were higher than in the control group, with 43% and 10% on the second day, 88% and 47% on the fourth day, 95% and 47% on the seventh day, and 100% and 67% on the tenth day, respectively. Significant associations existed between TIR and the prevalence of islet function. At six months, 89.2% of patients in the experimental group were still using dulaglutide. Appetite decreased significantly at 1 week and increased at 3 months after treatment with dulaglutide. Conclusion Dulaglutide combined with insulin degludec significantly reduces glucose fluctuations in patients with type 2 diabetes mellitus and improves the TIR rate. However, the treatment on appetite could decrease in the first three months.
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Affiliation(s)
- Jinxin Huang
- Endocrinology Department, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Fei Hua
- Endocrinology Department, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Xiaohong Jiang
- Endocrinology Department, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Xingguang Zhang
- Endocrinology Department, The Seventh Medical Center of PLA General Hospital, Beijing, China
| | - Minxing Yang
- Endocrinology Department, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Long Wang
- Endocrinology Department, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Xiaolin Huang
- Endocrinology Department, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Kaiming Luo
- Endocrinology Department, The Third Affiliated Hospital of Soochow University, Changzhou, China
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Romera I, Rubio-de Santos M, Artola S, Suárez Fernández C, Conget I. GLP-1 RAs in Spain: A Short Narrative Review of Their Use in Real Clinical Practice. Adv Ther 2023; 40:1418-1429. [PMID: 36821026 PMCID: PMC10070220 DOI: 10.1007/s12325-023-02442-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 01/24/2023] [Indexed: 02/24/2023]
Abstract
Glucagon-like peptide 1 receptor agonists (GLP-1 RAs) are a class of drugs with potent glucose-lowering activity. Additionally, some GLP-1 RAs have demonstrated cardiovascular and renal benefits. Current guidelines recommend their use in patients with type 2 diabetes (T2D) at high risk of or with established cardiovascular disease (CVD), regardless of glycaemic control, with lifestyle modification and metformin. However, several studies have recently highlighted the limited number of patients with T2D benefiting from these medications worldwide. Given the huge burden of CVD among patients with T2D, efforts should be made to bring clinical practice closer to expert guidelines. This review describes the current situation of GLP-1 RA use in Spain and the reasons behind the gap between guidelines and real-world practice and suggests possible solutions. Administrative issues, lack of awareness of the cardiovascular benefits, clinical inertia, rejection of injectable medication and costs could be some of the reasons for the current situation. Possible strategies that could help to close the gap include encouraging a multidisciplinary approach to the treatment of diabetes which involves cardiologists, endocrinologists, nephrologists, primary care providers and pharmacists; improved awareness of comorbidities and earlier evaluation and treatment or risks; and better education of healthcare providers regarding the cardioprotective benefits of these drugs.
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Affiliation(s)
- Irene Romera
- Eli Lilly and Company, Avda. de la Industria 30, 28108, Alcobendas, Madrid, Spain.
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Cost-Effectiveness of Dulaglutide Versus Liraglutide for Management of Type 2 Diabetes Mellitus in Iran. Value Health Reg Issues 2022; 32:54-61. [PMID: 36087364 DOI: 10.1016/j.vhri.2022.07.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Revised: 06/24/2022] [Accepted: 07/25/2022] [Indexed: 11/23/2022]
Abstract
OBJECTIVES Diabetes mellitus (DM), as one of the most common metabolic diseases, is the ninth leading cause of death globally and imposes heavy costs on the health systems including both costs of treatment and management of secondary complications. This study intended to investigate the cost-effectiveness of dulaglutide compared with liraglutide in the management of patients with type 2 DM in Iran. METHOD We conducted a cost-utility analysis using a 5-state Markov model from the health system perspective, over a 10-year time horizon, in 2018 in Iran. Sensitivity of the model has been evaluated through tornado diagram and using one-way sensitivity analysis. In addition, probabilistic sensitivity analysis has been accomplished using Monte Carlo simulation. RESULTS The average costs of treatment of patients with type 2 DM using the dulaglutide and liraglutide treatment regimens are 17 577.09 and 18 517.54 US dollars per patient, respectively, over a 10-year time horizon. In terms of effectiveness, the average discounted quality-adjusted life-year rates are estimated at 5.560 and 5.403 for the dulaglutide and liraglutide treatment regimens, respectively. The model is mostly sensitive to the price of dulaglutide and liraglutide, the hemoglobin A1c reduction of liraglutide, and the utility resulting from less injection frequency of dulaglutide, respectively. CONCLUSION Dulaglutide, in addition to being more effective, providing 0.156 more quality-adjusted life-years for the patients, reduces costs by 940.45 US dollars per patient over a 10-year time horizon. Therefore, due to the greater effectiveness and lower cost, it is concludable that dulaglutide is the cost-effective (incremental cost-effectiveness ratio = -6028.52) treatment alternative from the health system perspective.
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Romera I, Artime E, Ihle K, Díaz-Cerezo S, Rubio de-Santos M, de Prado A, Cebrián-Cuenca A, Conget I. A Retrospective Observational Study Examining the Generalizability of Glucagon-Like Peptide 1 Receptor Agonist Cardiovascular Outcome Trials to the Real-World Population with Type 2 Diabetes in Spain: The REPRESENT Study. Adv Ther 2022; 39:3589-3601. [PMID: 35689162 DOI: 10.1007/s12325-022-02196-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Accepted: 05/13/2022] [Indexed: 12/30/2022]
Abstract
INTRODUCTION The REPRESENT study aims to examine whether participants enrolled in glucagon-like peptide 1 receptor agonist cardiovascular outcome trials (CVOTs) LEADER (liraglutide), REWIND (dulaglutide), and SUSTAIN-6 (injectable semaglutide) are representative of the Spanish population with type 2 diabetes (T2D). METHODS This retrospective observational study used the IQVIA Electronic Medical Records database in Spain to identify adults aged 18 years and older with T2D diagnosed before/between January 2013 and December 2015. Demographic and clinical characteristics were analyzed descriptively. The proportions of individuals in the Spanish cohort who met the key selection criteria of each CVOT were calculated from individuals with available database entries for estimated glomerular filtration rate and body mass index using proxies. RESULTS A total of 24,268 adults with T2D were identified from the IQVIA database. The Spanish cohort was predominantly male (55.5%) and had a mean (± SD) age of 66.8 ± 12.5 years and HbA1c of 7.2 ± 1.5%, with 14.0% having established cardiovascular disease and 2.9% having prior myocardial infarction. The characteristics of the Spanish cohort were more similar to that of REWIND than LEADER or SUSTAIN-6. The proportions of subjects in the Spanish cohort who met the CVOTs key selection criteria were 10.1% for LEADER, 53.6% for REWIND, and 10.4% for SUSTAIN-6. CONCLUSIONS Although none of the CVOTs was fully representative of the Spanish cohort, the REWIND population was found to be more representative of the real-world Spanish population with T2D than those of LEADER and SUSTAIN-6. These findings reinforce the applicability of the results of REWIND in clinical practice.
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Affiliation(s)
- Irene Romera
- Eli Lilly and Company, Alcobendas, Madrid, Spain.
| | | | | | | | | | | | - Ana Cebrián-Cuenca
- Cartagena Casco Antiguo Primary Health Center, 30201, Cartagena, Murcia, Spain
| | - Ignacio Conget
- Endocrinology and Nutrition Unit, Hospital Clínic de Barcelona, Barcelona, Spain
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Real-world effectiveness of liraglutide versus dulaglutide in Japanese patients with type 2 diabetes: a retrospective study. Sci Rep 2022; 12:154. [PMID: 34997102 PMCID: PMC8742102 DOI: 10.1038/s41598-021-04149-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Accepted: 12/09/2021] [Indexed: 11/09/2022] Open
Abstract
Real-world data comparing the effectiveness of various glucagon-like peptide 1 receptor agonists (GLP-1 RAs) in type 2 diabetes mellitus (T2DM) are limited. We investigated the clinical effectiveness of liraglutide and dulaglutide in Japanese T2DM in a real-world setting. This retrospective study included 179 patients with T2DM who were treated with GLP-1 RA for at least 12 months (liraglutide, n = 97; dulaglutide, n = 82). We used stabilized propensity score-based inverse probability of treatment weighting (IPTW) to reduce selection bias and confounding by observed covariates. Changes in glycated hemoglobin (HbA1c) at the end of the 12-month treatment were evaluated. After adjustment by stabilized propensity score-based IPTW, no significant differences were observed in patient characteristics between the liraglutide and dulaglutide groups. HbA1c was significantly lower at 12 months in both groups (liraglutide, 8.9 to 7.4%; dulaglutide, 8.7 to 7.5%). Multivariate linear regression analysis showed no differences in the extent of changes in HbA1c at 12 months between the two agents. High baseline HbA1c, the addition of GLP-1 RA treatment modality, and in-hospital initiation of GLP-1 RA treatment were identified as significant contributing factors to HbA1c reduction. The effects of liraglutide and dulaglutide on lowering HbA1c levels at 12 months were comparable in a real-world setting.
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