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Yale JF, Major-Pedersen A, Catarig AM, Jain R, Menzen M, Holmes P. Real-world safety profile of once-weekly semaglutide in people with type 2 diabetes: Analysis of pooled data from the SemaglUtide Real-world Evidence (SURE) programme. Diabetes Obes Metab 2024; 26:4429-4440. [PMID: 39118222 DOI: 10.1111/dom.15794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 06/28/2024] [Accepted: 06/28/2024] [Indexed: 08/10/2024]
Abstract
AIM To investigate, through post hoc analysis of nine studies from the SemaglUtide Real-world Evidence (SURE) programme, the safety of once-weekly (OW) semaglutide in adults with type 2 diabetes (T2D) and in subpopulations in routine clinical practice, complementing findings from the phase 3 randomized clinical trial (RCT) SUSTAIN programme. METHODS The SURE studies had a duration of ~30 weeks and included adults with diagnosed T2D treated with OW semaglutide. Safety information, including hypoglycaemic events, were collected and analysed for the total study population and for patient subgroups based on baseline patient characteristics, baseline co-medication and prescriber specialty. RESULTS Of the total 3505 patients, 24.3% reported adverse events (AEs), with most patients reporting non-serious (22.3%) and mild (17.1%) AEs. AEs mainly belonged to the gastrointestinal disorders system organ class (16.3% of patients). In total, 5.1% of patients reported AEs that led to treatment discontinuation, 0.5% reported serious adverse drug reactions and 0.2% had an AE with a fatal outcome, reported as unrelated to treatment. Overall, 1.1% and 0.1% of patients reported level 2 and 3 hypoglycaemic events, respectively. A higher rate of level 2 hypoglycaemia was observed in patients with baseline microvascular complications treated with insulin versus those on insulin without these complications. CONCLUSIONS Safety data reported in the real-world SURE studies were generally consistent with observations in phase 3 OW semaglutide RCTs. No new safety concerns were identified, highlighting that OW semaglutide is well tolerated by adults with T2D and in subpopulations in routine clinical practice.
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Affiliation(s)
| | | | | | - Rashmi Jain
- Novo Nordisk Service Centre India Private Ltd., Bengaluru, India
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Alkhalifah M, Afsar H, Shams A, Blaibel D, Chandrabalan V, Pappachan JM. Semaglutide for the management of diabesity: The real-world experience. World J Methodol 2024; 14:91832. [PMID: 39310241 PMCID: PMC11230069 DOI: 10.5662/wjm.v14.i3.91832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2024] [Revised: 01/29/2024] [Accepted: 03/01/2024] [Indexed: 06/25/2024] Open
Abstract
BACKGROUND Diabesity (diabetes as a consequence of obesity) has emerged as a huge healthcare challenge across the globe due to the obesity pandemic. Judicious use of antidiabetic medications including semaglutide is important for optimal management of diabesity as proven by multiple randomized controlled trials. However, more real-world data is needed to further improve the clinical practice. AIM To study the real-world benefits and side effects of using semaglutide to manage patients with diabesity. METHODS We evaluated the efficacy and safety of semaglutide use in managing patients with diabesity in a large academic hospital in the United States. Several parameters were analyzed including demographic information, the data on improvement of glycated hemoglobin (HbA1c), body weight reduction and insulin dose adjustments at 6 and 12 months, as well as at the latest follow up period. The data was obtained from the electronic patient records between January 2019 to May 2023. RESULTS 106 patients (56 males) with type 2 diabetes mellitus (T2DM), mean age 60.8 ± 11.2 years, mean durations of T2DM 12.4 ± 7.2 years and mean semaglutide treatment for 2.6 ± 1.1 years were included. Semaglutide treatment was associated with significant improvement in diabesity outcomes such as mean weight reductions from baseline 110.4 ± 24.6 kg to 99.9 ± 24.9 kg at 12 months and 96.8 ± 22.9 kg at latest follow up and HbA1c improvement from baseline of 82 ± 21 mmol/mol to 67 ± 20 at 12 months and 71 ± 23 mmol/mol at the latest follow up. An insulin dose reduction from mean baseline of 95 ± 74 units to 76.5 ± 56.2 units was also observed at the latest follow up. Side effects were mild and mainly gastrointestinal like bloating and nausea improving with prolonged use of semaglutide. CONCLUSION Semaglutide treatment is associated with significant improvement in diabesity outcomes such as reduction in body weight, HbA1c and insulin doses without major adverse effects. Reviews of largescale real-world data are expected to inform better clinical practice decision making to improve the care of patients with diabesity.
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Affiliation(s)
- Mohammed Alkhalifah
- Department of Endocrinology and Metabolism, Lancashire Teaching Hospitals NHS Trust, Preston PR2 9HT, United Kingdom
- Department of Family Medicine, King Faisal Specialist Hospital, Riyadh 11211, Saudi Arabia
| | - Hafsa Afsar
- Department of Endocrinology and Metabolism, Lancashire Teaching Hospitals NHS Trust, Preston PR2 9HT, United Kingdom
| | - Anindya Shams
- Department of Endocrinology and Metabolism, Lancashire Teaching Hospitals NHS Trust, Preston PR2 9HT, United Kingdom
| | - Dania Blaibel
- Department of Endocrinology and Metabolism, Lancashire Teaching Hospitals NHS Trust, Preston PR2 9HT, United Kingdom
| | - Vishnu Chandrabalan
- Department of Data Science, Lancashire Teaching Hospitals NHS Trust, Preston PR2 9HT, United Kingdom
| | - Joseph M Pappachan
- Department of Endocrinology and Metabolism, Lancashire Teaching Hospitals NHS Trust, Preston PR2 9HT, United Kingdom
- Faculty of Science, Manchester Metropolitan University, Manchester M15 6BH, United Kingdom
- Faculty of Biology, Medicine & Health, The University of Manchester, Manchester M13 9PL, United Kingdom
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Caballero Mateos I, García de Lucas MD, Doulatram-Gamgaram VK, Moreno-Moreno P, Jimenez-Millan AI, Botana-López M, Merino-Torres JF, Soto-Gónzalez A, Fernández-García JC, Morales-Portillo C. Real-World Evaluation of Once-Weekly Subcutaneous Semaglutide in Patients with Type 2 Diabetes Mellitus in Spain (SEMA-RW Study). Nutrients 2024; 16:2545. [PMID: 39125424 PMCID: PMC11314012 DOI: 10.3390/nu16152545] [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: 07/04/2024] [Revised: 07/24/2024] [Accepted: 08/01/2024] [Indexed: 08/12/2024] Open
Abstract
Although, in randomized clinical trials, once-weekly subcutaneous semaglutide (OW s.c.) has demonstrated superior efficacy in comparison with placebo and active controls in terms of glycemic control and body weight reduction in patients with type 2 diabetes mellitus (T2DM), these results need to be confirmed in a real-world (RW) setting. An RW ambispective study (6 months retrospective and 6 months prospective) was conducted in 10 tertiary hospitals in Spain. We evaluated changes in HbA1c and body weight in patients with T2DM treated with semaglutide OW s.c. Additionally, we analyzed different subgroups of patients treated with semaglutide OW s.c. as an add-on to glucose-lowering therapy. A total of 752 patients with a mean age of 60.2 years, a mean HbA1c level of 8.5%, a mean body weight of 101.6 kg, and a mean T2DM duration of 10 years were included. At 12 months, compared with baseline, there was a mean difference of -2.1% in HbA1c levels (p < 0.001) and a mean difference of 9.2 kg in body weight (p < 0.001). Moreover, there were statistically significant differences (p < 0.001) between baseline and month 12 in both HbA1c and body weight in the four subgroups receiving semaglutide OW s.c. as an add-on to glucose-lowering therapy. Semaglutide OW s.c. was well tolerated, with gastrointestinal disorders being the most commonly reported side effects. In this RW study, 12 months of treatment with semaglutide OW s.c. in patients with T2DM was associated with significant and clinically relevant improvements in glycemic control and weight loss, regardless of the glucose-lowering therapy received, and the overall safety profile was positive.
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Affiliation(s)
- Irene Caballero Mateos
- Endocrinology and Nutrition Department, Virgen Macarena University Hospital and Vithas Hospital, 41009 Sevilla, Spain; (I.C.M.); (C.M.-P.)
| | | | - Viyey Kishore Doulatram-Gamgaram
- Department of Endocrinology and Nutrition, Regional University Hospital of Malaga, Biomedical Research Institute of Malaga (IBIMA), Faculty of Medicine, University of Malaga, 29016 Malaga, Spain;
| | - Paloma Moreno-Moreno
- Endocrinology and Nutrition Department, Reina Sofía University Hospital, 14004 Córdoba, Spain;
| | | | - Manuel Botana-López
- Endocrinology and Nutrition Department, Lucus Augusti University Hospital, 27003 Lugo, Spain;
| | | | - Alfonso Soto-Gónzalez
- Endocrinology and Nutrition Department, A Coruña University Hospital Complex, 15006 A Coruña, Spain;
| | - José Carlos Fernández-García
- Department of Endocrinology and Nutrition, Regional University Hospital of Malaga, Biomedical Research Institute of Malaga (IBIMA), Faculty of Medicine, University of Malaga, 29016 Malaga, Spain;
| | - Cristóbal Morales-Portillo
- Endocrinology and Nutrition Department, Virgen Macarena University Hospital and Vithas Hospital, 41009 Sevilla, Spain; (I.C.M.); (C.M.-P.)
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Buenaventura-Collazos DC, García-Ramos AF, Balcázar-Valencia CM, Aguilar-Londoño C, Coronel-Restrepo N, Monsalve-Arango CY, Cuesta-Castro DP, Ramírez-Rincón A. Effectiveness and safety of once-weekly semaglutide: findings from the SEMACOL-REAL retrospective multicentric observational study in Colombia. Front Endocrinol (Lausanne) 2024; 15:1372992. [PMID: 38982987 PMCID: PMC11231389 DOI: 10.3389/fendo.2024.1372992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Accepted: 05/20/2024] [Indexed: 07/11/2024] Open
Abstract
Introduction Diabetes stands as one of the leading causes of death worldwide. Glucagon-like peptide-1 receptor agonists rank among the most effective medications for lowering blood glucose and body weight, as well as reducing cardiovascular risk in individuals with diabetes. Observational studies complement experimental evidence in new settings, different populations, and real-world healthcare practices. Methods A multicentric observational study of adults with type 2 diabetes treated with once-weekly subcutaneous semaglutide in four health centers in Colombia was conducted. The protocol for the present study was not pre-registered. Results Data from 186 patients were included. Most patients were women (57%) with a mean age of 62.8 ± 12.1 years. One year of once-weekly semaglutide usage was associated with a mean reduction in HbA1C of -1.47% (95% CI -1.76, -1.17), weight loss of -4.23 kg (95% CI -5.34, -3.12), and albumin/creatinine ratio of -18.6 mg/g (95% CI -60.2, -5.9). Approximately half the treated patients achieved a level of HbA1c ≤7% by the end of follow-up. Adverse events were rare and consistent with clinical trial safety profiles. Conclusion In Colombia, administering semaglutide subcutaneously once a week over a 1-year period led to an average weight loss of 4.2 kg and a decrease of 1.4% in HbA1c.
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Affiliation(s)
| | | | | | | | - Nicolás Coronel-Restrepo
- Endocrinology Department, Universidad Pontificia Bolivariana, Medellín, Colombia
- Endocrinology Department, Clínica Medellín – Quirón Salud, Medellín, Colombia
| | - Claudia Y. Monsalve-Arango
- Endocrinology Department, Universidad Pontificia Bolivariana, Medellín, Colombia
- Endocrinology Department, Clínica Las Américas – Aúna, Medellín, Colombia
| | | | - Alex Ramírez-Rincón
- Endocrinology Department, Universidad Pontificia Bolivariana, Medellín, Colombia
- Endocrinology Department, Clínica Las Américas – Aúna, Medellín, Colombia
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Frazer M, Swift C, Sargent A, Leszko M, Buysman E, Gronroos NN, Alvarez S, Dunn TJ, Noone J, Gamble CL. Real-world HbA 1c changes and prescription characteristics among type 2 diabetes mellitus patients initiating treatment with once weekly semaglutide for diabetes. J Diabetes Metab Disord 2024; 23:727-737. [PMID: 38932879 PMCID: PMC11196477 DOI: 10.1007/s40200-023-01341-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 10/31/2023] [Indexed: 06/28/2024]
Abstract
Purpose The purpose of this study was to evaluate patient, prescriber, and dose characteristics and evaluate changes in glycated hemoglobin (HbA1c) for patients prescribed once weekly semaglutide for diabetes (OW sema T2D). Methods This study was a retrospective claims-based study using the Optum Research Database. The sample included adult patients who had at least one claim for OW sema T2D between Jan 1, 2018, and Dec 31, 2019, were continuously enrolled in the health plan and had a diagnosis of type 2 diabetes (T2DM) during the pre-index or post-index periods. Demographic and clinical characteristics of patients using OW sema T2D were collected, as were the dose and prescriber specialty and the change between pre-index and post-index HbA1c measures was calculated. Results were stratified by the latest pre-index HbA1c measurement (HbA1c greater than or equal to 9.0%, uncontrolled vs. HbA1c less than 9%, controlled). Statistical comparisons between HbA1c groups were conducted. Results Most patients, 76.3%, were prescribed a 0.25/0.50 mg dose of OW sema T2D. Patients had an overall decrease in HbA1c of 0.8% and patients with uncontrolled diabetes had a greater reduction in mean HbA1c compared to those with controlled diabetes (-2.1% vs. -0.3%, p < 0.001). Most patients had their index dose of OW sema T2D prescribed by endocrinologists (27.6%) primary care providers (24.6%) and internal medicine providers (21.6%). Conclusions OW sema T2D is an effective real-world T2DM treatment. Future research should further investigate real-world use patterns of this medication.
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Affiliation(s)
- Monica Frazer
- QualityMetric, Johnston, RI USA
- Optum, 11000 Optum Circle Eden Prairie, Eden Prairie, MN 55344 USA
| | | | - Andrew Sargent
- Optum, 11000 Optum Circle Eden Prairie, Eden Prairie, MN 55344 USA
| | - Michael Leszko
- Optum, 11000 Optum Circle Eden Prairie, Eden Prairie, MN 55344 USA
| | - Erin Buysman
- Optum, 11000 Optum Circle Eden Prairie, Eden Prairie, MN 55344 USA
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Serpa-Díaz D, Llanos-Florez CA, Uribe RS, de Salazar DIM, Giraldo-Gonzalez GC, Urina-Triana M, Suarez-Rodriguez AF, Alzate-Vinasco MA. Glycemic Control and Body Weight Reduction with Once-Weekly Semaglutide in Colombian Adults with Type 2 Diabetes: Findings from the COLIBRI Study. Diabetes Ther 2024; 15:1451-1460. [PMID: 38691323 PMCID: PMC11096134 DOI: 10.1007/s13300-024-01586-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Accepted: 04/09/2024] [Indexed: 05/03/2024] Open
Abstract
INTRODUCTION Type 2 diabetes is a prevalent condition. The change in glucose control and body weight with the use of once-weekly semaglutide was evaluated in individuals with Type 2 diabetes in Colombia. METHODS This was a real-world, multi-centre, single-arm study involving adults in Colombia with Type 2 diabetes treated with once-weekly subcutaneous semaglutide for approximately 26 weeks. The primary endpoint assessed the change in glycated hemoglobin (HbA1c) from baseline to end of study. Secondary endpoints included changes in body weight from baseline to end of study. The study also explored the proportion of participants achieving predefined HbA1c targets and weight-loss responses at the end of the study. RESULTS Data from 225 patients across 11 centers were collected. Most patients were women (65%), and the mean age of the population was 57 years with a median HbA1c of 7.6% and a median body weight of 86 kg. After approximately 26 weeks, semaglutide was associated with a significant reduction in HbA1c of - 0.88 and a body weight reduction of - 4.04kg. The proportion of patients with HbA1c < 7% increased from 32 to 66% at end of study. CONCLUSION Patients treated with once-weekly semaglutide experienced a clinically significant reduction in HbA1c and body weight. These results are in line with previous clinical trials.
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Affiliation(s)
| | | | | | | | | | - Miguel Urina-Triana
- Facultad de Ciencias de La Salud, Universidad Simón Bolívar, Barranquilla, Colombia
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Tan X, Liang Y, Gamble C, King A. Durability of Effectiveness Between Users of Once-Weekly Semaglutide and Dipeptidyl Peptidase 4 Inhibitors (DPP-4i) in US Adults with Type 2 Diabetes. Diabetes Ther 2024; 15:427-445. [PMID: 38060149 PMCID: PMC10838880 DOI: 10.1007/s13300-023-01509-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 11/01/2023] [Indexed: 12/08/2023] Open
Abstract
INTRODUCTION Long-term effectiveness and durability of glucose-lowering medications are important considerations in managing type 2 diabetes (T2D). This study aimed to compare durability of treatment efficacy of once-weekly (OW) semaglutide for T2D with that of the dipeptidyl peptidase 4 inhibitor (DPP-4i) class. METHODS This observational cohort study used 2017-2022 data from the Optum® Clinformatics® Data Mart to compare long-term clinical outcomes associated with semaglutide or DPP-4i in US adults with T2D. The primary outcomes were HbA1c at 2-year follow-up, change in HbA1c from baseline, and the odds of achieving HbA1c targets. BMI at 2-year follow-up, change in BMI from baseline, odds of reducing BMI category, and the need for treatment augmentation were exploratory outcomes. Bivariate and multivariate analyses were conducted using inverse probability of treatment weighting (IPTW) weighted descriptive statistics. RESULTS Weighted HbA1c and BMI cohorts included 865 and 642 semaglutide users and 779 and 537 DPP-4i users, respectively. In the weighted HbA1c cohort, semaglutide and DPP-4i users had an average age of 60 years and similar baseline characteristics including HbA1c level and comorbidity status. Two-year follow-up HbA1c with semaglutide was 0.56% lower than with DPP-4i; reduction in HbA1c from baseline was 0.61% greater. Odds of achieving HbA1c level < 7% were 2.16 times greater after covariate adjustment (all, p < 0.001). Semaglutide was associated with 1.03 kg/m2 greater reduction in BMI and 2.27 times greater odds of reducing BMI category vs DPP-4i (p < 0.001). Semaglutide users were less likely to add new glucose-lowering treatment (hazard ratio [HR] 0.57; p < 0.001) or initiate insulin (HR 0.49; p < 0.001) vs DPP-4i users. CONCLUSION Compared with DPP-4i, semaglutide was associated with lower follow-up HbA1c and BMI, greater reduction in HbA1c and BMI from baseline, and reduced likelihood of requiring treatment augmentation or insulin initiation to manage T2D in US adults, suggesting better durability of semaglutide vs DPP-4i. INFOGRAPHIC.
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Affiliation(s)
- Xi Tan
- Novo Nordisk Inc., 800 Scudders Mill Rd, Plainsboro, NJ, 08536, USA.
| | - Yuanjie Liang
- Novo Nordisk Inc., 800 Scudders Mill Rd, Plainsboro, NJ, 08536, USA
| | - Cory Gamble
- Novo Nordisk Inc., 800 Scudders Mill Rd, Plainsboro, NJ, 08536, USA
| | - Aaron King
- Baptist Medical Network MedFirst Primary Care-Quarry, San Antonio, TX, USA
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Wang S, Wang S, Wang Y, Luan J. Glycemic Control, Weight Management, Cardiovascular Safety, and Cost-Effectiveness of Semaglutide for Patients with Type 2 Diabetes Mellitus: A Rapid Review and Meta-analysis of Real-World Studies. Diabetes Ther 2024; 15:497-519. [PMID: 38175486 PMCID: PMC10838895 DOI: 10.1007/s13300-023-01520-3] [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: 11/09/2023] [Accepted: 12/12/2023] [Indexed: 01/05/2024] Open
Abstract
INTRODUCTION Semaglutide is a high-profile glucose-lowering drug that medical decision-makers have acknowledged in recent years. This rapid review aims to provide evidence-based clinical recommendations for the treatment of type 2 diabetes mellitus (T2DM) with semaglutide. METHODS We conducted a rapid review of randomized controlled trial (RCT)-based meta-analyses (MAs) and systematic reviews (SRs) of cost-effectiveness analyses (CEAs) compared to other glucagon-like peptide-1 receptor agonists (GLP-1 RAs) or placebo in patients with T2DM. Prospective cohort real-world studies (RWS) were also retrieved and subjected to MA. Four databases, including PubMed, the Cochrane Library, Embase, and ISPOR, were searched from inception to 5 March 2023. The outcomes of interest were hemoglobin A1c (HbA1c), body weight, major adverse cardiovascular events (MACE), and economic outcomes such as quality-adjusted life-years and total cost. RESULTS We identified 33 publications: 22 RCT-based MAs, 1 SR of CEAs, and 10 RWS. Evidence showed that semaglutide at usual doses was associated with superior reductions in HbA1c and weight compared to most GLP-1 RAs in patients with T2DM who were drug naive, receiving basal insulin, or using oral hypoglycemic agents, and it was also associated with a lower number of MACE and was more cost-effective. Further, once-weekly semaglutide resulted in a significant reduction in HbA1c levels (-1.1%) and body weight (-4.88 kg) in routine clinical practice. CONCLUSIONS This review consolidates the positive current evidence base for prescribing semaglutide to patients with T2DM, but further rigorous studies are still urgently required to develop practice guidelines as innovative drugs become commercially available.
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Affiliation(s)
- Sihua Wang
- Department of Pharmacy, Yijishan Hospital of Wannan Medical College, 2 Zheshan W Rd, Jinghu District, Wuhu, 241001, Anhui, China
- Department of Pharmacy, Wannan Medical College, 22 Wenchang W Rd, Yijiang District, Wuhu, 241002, Anhui, China
| | - Sheng Wang
- Department of Pharmacy, Yijishan Hospital of Wannan Medical College, 2 Zheshan W Rd, Jinghu District, Wuhu, 241001, Anhui, China
- Department of Pharmacy, Wannan Medical College, 22 Wenchang W Rd, Yijiang District, Wuhu, 241002, Anhui, China
| | - Yan Wang
- Department of Pharmacy, Yijishan Hospital of Wannan Medical College, 2 Zheshan W Rd, Jinghu District, Wuhu, 241001, Anhui, China
- Department of Pharmacy, Wannan Medical College, 22 Wenchang W Rd, Yijiang District, Wuhu, 241002, Anhui, China
| | - Jiajie Luan
- Department of Pharmacy, Yijishan Hospital of Wannan Medical College, 2 Zheshan W Rd, Jinghu District, Wuhu, 241001, Anhui, China.
- Department of Pharmacy, Wannan Medical College, 22 Wenchang W Rd, Yijiang District, Wuhu, 241002, Anhui, China.
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Ametov AS, Shokhin IE, Rogozhina EA, Bodrova TG, Nevretdinova ME, Bely PA, Zaslavskaya KY, Scherbakova VS, Kurkin DV, Koryanova KN, Mishchenko ES, Kesova EY, Kozlov ED, Samoshkina ES, Andreev DN, Kazaishvili YG, Noskov SM, Balykova LA. Comparative analysis of physicochemical properties, bioequivalence, safety and tolerability of the first domestic semaglutide. PHARMACY & PHARMACOLOGY 2024; 11:324-346. [DOI: 10.19163/2307-9266-2023-11-4-324-346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/28/2024]
Abstract
Semaglutide is a representative of analogues of the incretin hormone human glucagon-like peptide-1 (GLP-1) and is currently used in Russia for the treatment of type 2 diabetes mellitus (T2DM; in monotherapy and in combination therapy), including patients with obesity and overweight.The aim of the work was to conduct a comparative assessment of the physicochemical properties, a biological activity, bioequivalence and safety, including tolerability and immunogenicity, of the drug Quincent® (semaglutide, 1.34 mg/ml, a solution for a subcutaneous administration, Promomed Rus LLC, Russia) and the drug Ozempic® (semaglutide, 1.34 mg/ml, a solution for a subcutaneous administration, Novo Nordisk A/S, Denmark) when administered to healthy volunteers.Materials and methods. To assess the degree of similarity of the study drug Quincenta® (semaglutide, 1.34 mg/ml, a solution for a subcutaneous administration, Promomed Rus LLC, Russia) with a chemically synthesized active substance to the original (reference) drug Ozempic® (semaglutide, 1.34 mg/ml, a solution for a subcutaneous administration, Novo Nordisk A/S, Denmark), a comparative study of physicochemical properties and a biological activity was carried out. To assess the bioequivalence of the study drug and the reference drug, an open randomized parallel comparative study with the participation of healthy volunteers (n=54), 54 participants of which had been included in the population, was conducted. The volunteers were randomized into 2 groups in a 1:1 ratio, and received a single dose subcutaneously either of the study drug (domestic semaglutide at a dose of 0.5 mg) or the reference drug (foreign semaglutide at a dose of 0.5 mg). The mode of administration was in the morning on an empty stomach. A semaglutide concentration was determined in serum samples using a previously validated enzyme-linked immunosorbent assay (ELISA) method. A quantitative determination of antibodies to semaglutide in the human serum by ELISA was carried out with a microplate photometer using ready-made kits pre-validated by the manufacturer. The conclusion about the bioequivalence of the compared drugs was made using an approach based on the assessment of 90% confidence intervals for the ratios of the geometric mean values of the parameters Cmax, AUC(0–t) of semaglutide in the measurement original units.Results. The results of the comparative analysis of the study drug and the reference drug demonstrate the comparability of their physicochemical properties and biological activity. The results of the clinical study demonstrated the bioequivalence of the test drug and the reference drug. Thus, the pharmacokinetic parameters of the drugs were comparable to each other: the Cmax value for the study drug was 42.088±8.827 ng/ml, for the reference drug Ozempic® it was 42.2556±7.84. Herewith, the half-life for the study drug and the reference drug was 168.39±39.47 and 157.99±28.57 hours, respectively. The resulting 90% confidence intervals for the ratio of the Cmax and AUC0–t values of the study drug and the reference drug were 90.89–109.15 and 91.66–111.27%, respectively. The tolerability of the drugs in the volunteers was notified as good. No adverse events were recorded during the study. No serious adverse events were reported throughout the study. According to the results of the immunogenicity analysis, no antibodies to Russian-made semaglutide were detected in the blood serum of the volunteers, which indicated the lack of Results. The results of a comparative analysis of the study drug and the reference drug demonstrate the comparability of physicochemical properties and biological activity. The results of the clinical study demonstrated the bioequivalence of the study drug and the reference drug. Thus, the pharmacokinetic parameters of the drugs were comparable to each other: the Cmax value for the study drug was 42.088±8.827 ng/ml, for the reference drug Ozempic® this figure was 42.2556±7.84. At the same time, the half-life for the study drug and the reference drug was 168.39±39.47 and 157.99±28.57 hours, respectively. The resulting 90% confidence intervals for the ratio of the Cmax and AUC0–t values of the study drug and the reference drug were 90.89–109.15 and 91.66–111.27%, respectively. Tolerability of the drugs in volunteers was noted as good. No adverse events were recorded during the study. No serious adverse events were reported throughout the study. According to the results of the immunogenicity analysis, no antibodies to Russian-made semaglutide were detected in the blood serum of the volunteers, which indicated the lack of the drug immunogenicity.Conclusion. In the course of the study, the comparability of the physicochemical properties and biological activity of the studied Russian drug with the chemically synthesized active substance Quincenta® to the reference drug Ozempic® was confirmed: the activity range of the studied drugs was within 80–120% in relation to the standard sample of semaglutide. The bioequivalence and a similar safety profile, including the immunogenicity and tolerability of the Russian drug Quincenta® (semaglutide 1.34 mg/ml, Promomed Rus LLC, Russia) were shown in comparison with the foreign drug Ozempic® (semaglutide 1.34 mg/ml, Novo Nordisk A/C, Denmark).
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Affiliation(s)
- A. S. Ametov
- Russian Medical Academy of Continuing Professional Education
| | - I. E. Shokhin
- Limited Liability Company “Center for Pharmaceutical Analytics”
| | | | - T. G. Bodrova
- Yevdokimov Moscow State Medical and Dental University
| | | | - P. A. Bely
- Yevdokimov Moscow State Medical and Dental University
| | | | | | - D. V. Kurkin
- Yevdokimov Moscow State Medical and Dental University
| | - K. N. Koryanova
- Pyatigorsk Medical and Pharmaceutical Institute – branch of Volgograd State Medical University
| | - E. S. Mishchenko
- Pyatigorsk Medical and Pharmaceutical Institute – branch of Volgograd State Medical University
| | - E. Yu. Kesova
- Sechenov First Moscow State Medical University (Sechenov University)
| | - E. D. Kozlov
- National Research Ogarev Mordovia State University
| | | | | | | | - S. M. Noskov
- Yaroslavl State Medical University.
Clinical Hospital No. 3
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10
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Milenkovikj T, Chekorova Mitreva B, Jovanovska Mishevska S, Bitoska-Mileva I, Ahmeti I. Once-weekly semaglutide use in glucagon-like peptide-1 receptor agonist naïve patients with type 2 diabetes in North Macedonia: Real-world data from the MIRAGE study. Diabetes Res Clin Pract 2023; 206:111018. [PMID: 37972857 DOI: 10.1016/j.diabres.2023.111018] [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: 10/04/2023] [Revised: 11/04/2023] [Accepted: 11/13/2023] [Indexed: 11/19/2023]
Abstract
AIMS The MIRAGE study aimed to evaluate the real-world use of once weekly (OW) subcutaneous semaglutide in glucagon-like peptide-1 receptor agonist naïve type 2 diabetes patients in routine clinical practice in North Macedonia. METHODS MIRAGE was a multicentre, single-arm, retrospective and 30-weeks study, conducted in North Macedonia. Primary [change in glycated haemoglobin (HbA1c)] and secondary endpoints [change in body weight, fasting plasma glucose (FPG), lipid parameters, blood pressure, waist circumference, glycaemic and weight-loss target achievement] were evaluated between baseline and end of study (EOS). RESULTS Baseline characteristics of 314 patients enrolled in the study were, mean age: 55.5 years, HbA1c: 9.0 %, diabetes duration: 7.8 years, body weight: 105.2 kg and waist circumference: 114 cm. Patients at EOS experienced statistically significant estimated mean change in HbA1c: -2.2 % points, body weight: -9.0 kg, and FPG: -4.1 mmol/L (all p < 0.0001). At EOS, 62.1 % patients achieved HbA1c < 7 %, and 79.3 % had ≥ 1 % HbA1c reduction. A weight reduction of ≥ 3 % and ≥ 5 % was noted in 88.3 % and 73.3 % patients, respectively. No new safety concern has emerged. CONCLUSIONS Findings from MIRAGE study demonstrated glycaemic and weight-loss benefits of semaglutide, with improvements in other cardiometabolic parameters. The study supports real-world OW subcutaneous semaglutide use in North Macedonia.
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Affiliation(s)
- Tatjana Milenkovikj
- University Clinic of Endocrinology, Diabetes and Metabolic Disorders, Skopje, North Macedonia; Faculty of Medicine, Ss. Cyril and Methodius University in Skopje, 1000 Skopje, Republic of North Macedonia.
| | | | - Sasha Jovanovska Mishevska
- University Clinic of Endocrinology, Diabetes and Metabolic Disorders, Skopje, North Macedonia; Faculty of Medicine, Ss. Cyril and Methodius University in Skopje, 1000 Skopje, Republic of North Macedonia
| | - Iskra Bitoska-Mileva
- University Clinic of Endocrinology, Diabetes and Metabolic Disorders, Skopje, North Macedonia; Faculty of Medicine, Ss. Cyril and Methodius University in Skopje, 1000 Skopje, Republic of North Macedonia
| | - Irfan Ahmeti
- University Clinic of Endocrinology, Diabetes and Metabolic Disorders, Skopje, North Macedonia; Faculty of Medicine, Ss. Cyril and Methodius University in Skopje, 1000 Skopje, Republic of North Macedonia
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11
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García de Lucas MD, Caballero I, Fernández-García JC, Domínguez-Rodríguez M, Moreno-Moreno P, Jiménez-Millán A, Botana-López M, Avilés B, Merino-Torres JF, Soto A, Tejera C, Morales C. Influence of chronic kidney disease and its severity on the efficacy of semaglutide in type 2 diabetes patients: a multicenter real-world study. Front Endocrinol (Lausanne) 2023; 14:1240279. [PMID: 37955013 PMCID: PMC10634592 DOI: 10.3389/fendo.2023.1240279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 08/03/2023] [Indexed: 11/14/2023] Open
Abstract
Objectives Semaglutide is a glucagon-like peptide 1 receptor agonist that improves glycemic control and achieves weight loss in type 2 diabetes (T2D) patients. Subcutaneous (s.c.) semaglutide at 1 mg once weekly (OW) is safe in T2D patients with chronic kidney disease (CKD). Whether or not CKD and its severity influence treatment response remains undetermined. Method This is an observational, ambispective, multicenter, nationwide, real-world study designed to compare safety/efficacy of OW s.c. 1 mg semaglutide in T2D patients with or without CKD. The influence of CKD severity was also addressed. Patients were followed up for 12 months. Primary end-points were glycosylated hemoglobin (HbA1c), weight, and renal outcomes. Secondary end-points included insulin resistance, atherogenic and hepatic steatosis indexes, and changes in antihyperglycemic medications. Results A total of 296 and 190 T2D patients without or with CKD, respectively, were recruited. Baseline CKD risk was moderate, high, or very high in 82, 53, and 45 patients, respectively. Treatment reduced HbA1c by 0.90%-1.20%. Relevant differences were seen neither between non-CKD and CKD patients nor among CKD subgroups. Notable weight losses were achieved in both non-CKD and CKD patients. The median reduction was higher in the former at 6 months (5.90 kg vs. 4.50 kg, P = 0.008) and at end of study (6.90 kg vs. 5.00 kg, P = 0.087). A trend toward slightly lower weight losses as CKD severity increased was observed. CKD markers improved across all CKD subgroups. Relevant differences were not observed for other variables, either between non-CKD and CKD patients, or among CKD subgroups. Safety concerns were not reported. Conclusion The safety/efficacy of OW s.c. semaglutide to improve glycemic control and weight in T2D patients with CKD is not notably lower than that in T2D patients without renal failure. CKD severity barely influences treatment response. OW s.c. semaglutide can be useful to manage T2D patients with CKD in daily clinical practice.
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Affiliation(s)
| | - Irene Caballero
- Endocrinology and Nutrition Department, Virgen Macarena University Hospital, Sevilla, Spain
| | | | | | - Paloma Moreno-Moreno
- Endocrinology and Nutrition Department, Reina Sofía University Hospital, Córdoba, Spain
| | - Anabel Jiménez-Millán
- Endocrinology and Nutrition Department, University Hospital, Puerto Real, Cádiz, Spain
| | - Manuel Botana-López
- Endocrinology and Nutrition Department, Lucus Augusti University Hospital, Lugo, Spain
| | - Beatriz Avilés
- Nephrology Department, Regional University Hospital, Málaga, Spain
| | | | - Alfonso Soto
- Endocrinology and Nutrition Department, A Coruña University Hospital Complex, A Coruña, Spain
| | - Cristina Tejera
- Endocrinology and Nutrition Department, Hospital Básico da Defensa, Ferrol, A Coruña, Spain
| | - Cristóbal Morales
- Endocrinology and Nutrition Department, Virgen Macarena University Hospital, Sevilla, Spain
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12
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Kurtzhals P, Flindt Kreiner F, Singh Bindra R. The role of weight control in the management of type 2 diabetes mellitus: Perspectives on semaglutide. Diabetes Res Clin Pract 2023; 203:110881. [PMID: 37591343 DOI: 10.1016/j.diabres.2023.110881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 08/01/2023] [Accepted: 08/13/2023] [Indexed: 08/19/2023]
Abstract
Glucagon-like peptide-1 receptor agonists (GLP-1 RAs) are widely used to address multiple aspects of type 2 diabetes mellitus (T2DM) management, including glycaemic control, weight loss, and cardiovascular risk reduction. Semaglutide, a well-established GLP-1 RA approved for T2DM treatment and weight management, demonstrates marked efficacy in achieving these clinically important goals. The American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD) consensus report emphasizes the importance of a holistic approach to T2DM treatment, with weight control as a key component for improving patient outcomes. Notably, semaglutide is mentioned in the consensus report as having 'very high' efficacy for both glucose lowering and weight loss in T2DM treatment. Nevertheless, as has been observed with other weight-lowering drugs, weight loss observed with semaglutide appears less profound in individuals with T2DM than in those with obesity without T2DM, a phenomenon requiring further investigation. The semaglutide safety and tolerability profiles are well established, and it is approved in some countries to reduce cardiovascular risk in certain populations with T2DM. Thus, semaglutide offers a well-established therapeutic option that aligns well with guideline recommendations for T2DM management, emphasizing the high importance of weight control and amelioration of other cardiometabolic risk factors.
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Affiliation(s)
- Peter Kurtzhals
- Novo Nordisk A/S, Vandtaarnsvej 110-114 DK-2860, Søborg, Denmark.
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13
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Nagendra L, Bg H, Sharma M, Dutta D. Semaglutide and cancer: A systematic review and meta-analysis. Diabetes Metab Syndr 2023; 17:102834. [PMID: 37531876 DOI: 10.1016/j.dsx.2023.102834] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 07/24/2023] [Accepted: 07/25/2023] [Indexed: 08/04/2023]
Abstract
BACKGROUND French national health care insurance system database has suggested 1-3 years use of glucagon like peptide-1 receptor agonists (GLP1RA) (exenatide, liraglutide and dulaglutide) may be linked with increased occurrence of thyroid cancer. Similar data on semaglutide is not-available. Hence, we undertook this systematic review to look at the safety of semaglutide focussing on different cancers. METHODS Databases were searched for randomized controlled trials (RCTs) and real-world studies involving patients receiving semaglutide in the intervention-arm. Primary outcome was to evaluate the occurrence of pancreatic and thyroid cancers. Secondary outcomes were to the evaluate occurrence of any other malignancies or severe adverse-events. RESULTS Data from 37 RCTs and 19 real-world studies having 16,839 patients in placebo-control group, 16,550 patients in active-control group and 13,330 patients in real-world studies were analysed. Compared to placebo, occurrence of pancreatic cancer [OR 0.25 (95%CI: 0.03-2.24); P = 0.21], thyroid cancer [OR 2.04 (95%CI: 0.33-12.61); P = 0.44; I2 = 0%] and all neoplasms (benign, malignant and otherwise unspecified) [OR 0.95 (95%CI:0.62-1.45); P = 0.82; I2 = 0%] was similar in the semaglutide group. Compared to active controls, occurrence of pancreatic cancer [OR 0.40 (95%CI:0.09-1.87); P = 0.26; I2 = 0%], thyroid cancer [OR 1.19 (95%CI:0.15-9.66); P = 0.87; I2 = 0%] and all neoplasms (benign, malignant and otherwise unspecified) [OR 0.91 (95% CI: 0.44-1.89); P = 0.79; I2 = 0%] were similar in the semaglutide group. Real-world data analysis revealed single case each of pancreatic cancer and B-cell lymphoma. CONCLUSION Semaglutide use in RCTs and real-world studies was not associated with an increased risk of any types of cancer, and this conclusion is supported by a high grade of evidence.
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Affiliation(s)
- Lakshmi Nagendra
- Department of Endocrinology, JSS Academy of Higher Education and Research, Mysore, India.
| | - Harish Bg
- Department of Anaesthesiology, JSS Academy of Higher Education and Research, Mysore, India.
| | - Meha Sharma
- Department of Rheumatology, Center for Endocrinology Diabetes Arthritis & Rheumatism (CEDAR) Superspeciality Healthcare, Dwarka, New Delhi, India.
| | - Deep Dutta
- Department of Endocrinology, Center for Endocrinology Diabetes Arthritis & Rheumatism (CEDAR) Superspeciality Healthcare, Dwarka, New Delhi, India.
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Chen YK, Liu TT, Teia FKF, Xie MZ. Exploring the underlying mechanisms of obesity and diabetes and the potential of Traditional Chinese Medicine: an overview of the literature. Front Endocrinol (Lausanne) 2023; 14:1218880. [PMID: 37600709 PMCID: PMC10433171 DOI: 10.3389/fendo.2023.1218880] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 07/18/2023] [Indexed: 08/22/2023] Open
Abstract
Obesity and diabetes are closely related metabolic disorders that have become major public health concerns worldwide. Over the past few decades, numerous studies have explored the underlying mechanisms of these disorders and identified various risk factors, including genetics, lifestyle, and dietary habits. Traditional Chinese Medicine (TCM) has been increasingly recognized for its potential to manage obesity and diabetes. Weight loss is difficult to sustain, and several diabetic therapies, such as sulfonylureas, thiazolidinediones, and insulin, might make it harder to lose weight. While lifestyle changes should be the primary approach for people interested in lowering weight, drugs are also worth investigating. Since some of the newer glucose-lowering medications that cause weight loss, such as glucagon-like peptide-1 receptor agonists (GLP-1 RAs) and sodium-glucose cotransporter 2 inhibitors (SGLT2i), are additionally utilized or are under consideration for use as anti-obesity drugs, the frontier between glucose-lowering medication and weight loss drugs appears to be shifting. This review provides an overview of the literature on the underlying mechanisms of obesity and diabetes and the prospect of TCM in their management. We discuss the various TCM interventions, including acupuncture, herbal medicine, and dietary therapy, and their effects on metabolic health. We also highlight the potential of TCM in regulating gut microbiota, reducing inflammation, and improving insulin sensitivity. The findings suggest that TCM may provide a promising approach to preventing and managing obesity and diabetes. However, further well-designed studies are needed to confirm the efficacy and safety of TCM interventions and to elucidate their underlying mechanisms of action.
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Affiliation(s)
- Yan-kun Chen
- School of Chinese Medicine, Hunan University of Chinese Medicine, Changsha, China
- Hunan Engineering Technology Research Center for Medicinal and Functional Food, Hunan University of Chinese Medicine, Changsha, China
- Key Laboratory of TCM Heart and Lung Syndrome Differentiation and Medicated Diet and Dietotherapy, Hunan University of Chinese Medicine, Changsha, China
| | - Ting-ting Liu
- School of Chinese Medicine, Hunan University of Chinese Medicine, Changsha, China
- Hunan Engineering Technology Research Center for Medicinal and Functional Food, Hunan University of Chinese Medicine, Changsha, China
- Key Laboratory of TCM Heart and Lung Syndrome Differentiation and Medicated Diet and Dietotherapy, Hunan University of Chinese Medicine, Changsha, China
| | - Farah Khameis Farag Teia
- Department of Agro-technology, Medicinal and Aromatic Plants and Traditional Medicine Research Institute, National Centre for Research, Khartoum, Sudan
| | - Meng-zhou Xie
- School of Chinese Medicine, Hunan University of Chinese Medicine, Changsha, China
- Hunan Engineering Technology Research Center for Medicinal and Functional Food, Hunan University of Chinese Medicine, Changsha, China
- Key Laboratory of TCM Heart and Lung Syndrome Differentiation and Medicated Diet and Dietotherapy, Hunan University of Chinese Medicine, Changsha, China
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Mohammedi K, Belhatem N, Berentzen TL, Catarig AM, Potier L. Once-weekly semaglutide use in patients with type 2 diabetes: Results from the SURE France multicentre, prospective, observational study. Diabetes Obes Metab 2023. [PMID: 36869853 DOI: 10.1111/dom.15045] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 03/01/2023] [Accepted: 03/01/2023] [Indexed: 03/05/2023]
Abstract
AIMS Real-world data are required to support glucagon-like peptide-1 receptor agonist use in type 2 diabetes (T2D). SURE France assessed once-weekly semaglutide in adults with T2D in real-world clinical practice. MATERIALS AND METHODS This multicentre, prospective, open-label, single-arm study included adults with T2D and ≥1 documented glycated haemoglobin (HbA1c) value ≤12 weeks before semaglutide initiation. The primary endpoint was HbA1c change from baseline to end of study (EOS; ~30 weeks). Secondary endpoints included change from baseline to EOS in body weight (BW) and waist circumference (WC); and proportion achieving HbA1c targets. Baseline characteristics and safety were reported for the full analysis set (patients initiating semaglutide). Analysis of other endpoints was based on the effectiveness analysis set (study completers receiving semaglutide at EOS). RESULTS Of 497 patients initiating semaglutide (41.6% female, mean age 58.3 years), 348 completed the study on treatment. Baseline HbA1c, diabetes duration, BW and WC, were 8.3%, 10.0 years, 98.2 kg and 114.2 cm, respectively. The most common reasons for initiating semaglutide were to improve glycaemic control (79.7%), reduce BW (69.8%) and address cardiovascular risk (24.1%). At EOS, mean changes were: HbA1c, -1.2% points [95% confidence interval (CI) -1.32; -1.10]; BW, -4.7 kg (95% CI -5.38; -4.07); and WC, -4.9 cm (95% CI -5.94; -3.88). At EOS, 81.7%, 67.7% and 51.6% of patients achieved an HbA1c target of <8.0%, <7.5% and <7.0%, respectively. No new safety concerns were identified. CONCLUSIONS These results support the benefits of semaglutide in a real-world setting in adults with T2D in France showing a significant reduction in HbA1c and body weight.
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Affiliation(s)
| | | | | | | | - Louis Potier
- Université Paris Cité, Paris, France
- Department of Diabetology, Endocrinology and Nutrition, Assistance Publique - Hôpitaux de Paris, Bichat Hospital, Paris, France
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