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Reduced insulin use and diabetes complications upon introduction of SGLT-2 inhibitors and GLP1-receptor agonists in low- and middle-income countries: A microsimulation. PLoS Med 2025; 22:e1004559. [PMID: 40245017 PMCID: PMC12005516 DOI: 10.1371/journal.pmed.1004559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Accepted: 02/11/2025] [Indexed: 04/19/2025] Open
Abstract
BACKGROUND Diabetes mellitus, particularly type 2 diabetes, is a growing health concern in low- and middle-income countries (LMICs). The potential impact of newer diabetes medications, such as glucagon-like peptide 1 (GLP-1) receptor agonists and sodium-glucose co-transporter-2 (SGLT-2) inhibitors, on insulin dosage and health outcomes in these settings is not well understood. METHODS AND FINDINGS We developed a microsimulation model to estimate the impact of treating patients with type 2 diabetes who use insulin with GLP-1 receptor agonists or SGLT-2 inhibitors in LMICs. The model utilized data from the Global Health and Population Project on Access to Care for Cardiometabolic Diseases (HPACC) dataset, encompassing surveys from 79 countries and clinical trial data to estimate insulin dose reduction. We incorporated weight-based insulin dosing formulas and hazard ratios for severe hypoglycemia, cardiovascular and renal outcomes, side effects of new therapies, and mortality. The primary outcome was the change in insulin dosage, and secondary outcomes were disability-adjusted life years (DALYs) lost per 1,000 person-years by diabetes complication (micro- and macro-vascular). Our results indicate that the addition of GLP-1 receptor agonists or SGLT-2 inhibitors could reduce insulin dosage by 8.2 IU/day (IQR: 6.9, 9.5) and 5.3 IU/day (IQR: 4.5, 6.2), respectively. The median DALYs lost per 1,000 person-years decreased from 2.20 (IQR: 1.49, 4.02) to 1.01 (IQR: 0.61, 1.86) with GLP-1 receptor agonists and 1.25 (IQR: 0.81, 2.29) with SGLT-2 inhibitors. Primary benefits arose from weight loss, decreased cardiorenal disease, and decreased mortality, with smaller DALY benefits from the prevention of severe hypoglycemia. Key limitations include the inability to differentiate between type 1 and type 2 diabetes in some datasets and reliance on assumptions from clinical trials conducted primarily in high-income countries. CONCLUSIONS The introduction of GLP-1 receptor agonists and SGLT-2 inhibitors for managing type 2 diabetes in LMICs could significantly reduce insulin dosage and associated health risks, leading to improved outcomes and reduced disability. These findings suggest that expanding access to these newer diabetes medications in LMICs could have substantial public health benefits.
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Stentebjerg LL, Madsen LR, Støving RK, Juhl CB, Vinter CA, Andersen LLT, Renault K, Jensen DM. Hypoglycemia in Pregnancies Following Gastric Bypass-a Systematic Review and Meta-analysis. Obes Surg 2022; 32:2047-2055. [PMID: 35332397 DOI: 10.1007/s11695-022-06021-z] [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: 01/20/2022] [Revised: 03/15/2022] [Accepted: 03/16/2022] [Indexed: 11/24/2022]
Abstract
The aims of this systematic review were to identify the prevalence of hypoglycemia among pregnant women treated with gastric bypass, and risk factors of hypoglycemic events in pregnancy. We searched MEDLINE, EMBASE, Cochrane, and Scopus databases from inception to April 6, 2021. Six studies investigating glucose metabolism in pregnancy following gastric bypass were included (n = 330). As assessed by the oral glucose tolerance test and continuous glucose monitoring, 57.6% (95% CI [40.1, 75.1]) of women with gastric bypass were exposed to hypoglycemia during pregnancy. No studies performed the mixed meal test, and no studies reported on risk factors associated with hypoglycemia. Further studies are required to determine the magnitude of hypoglycemia in these women's everyday-life using continuous glucose monitoring and mixed meal test.
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Affiliation(s)
- Louise L Stentebjerg
- Steno Diabetes Center Odense, Odense University Hospital, Kløvervænget 10, DK-5000, 0045 40258265, Odense C, Denmark. .,Department of Clinical Research, University of Southern Denmark, J.B. Winsløws Vej 19,3, 5000, Odense C, Denmark.
| | - Lene R Madsen
- Steno Diabetes Center Aarhus, Aarhus University Hospital, Hedeager 3, 8200, Aarhus N, Denmark.,Department of Internal Medicine, Regional Hospital West Jutland, Gl. Landevej 61, 7400, Herning, Denmark.,Danish Diabetes Academy, Odense University Hospital, Kløvervænget 6, 5000, Odense C, Denmark
| | - René K Støving
- Department of Endocrinology, Odense University Hospital, Kløvervænget 6, 5000, Odense C, Denmark
| | - Claus B Juhl
- Steno Diabetes Center Odense, Odense University Hospital, Kløvervænget 10, DK-5000, 0045 40258265, Odense C, Denmark.,Department of Clinical Research, University of Southern Denmark, J.B. Winsløws Vej 19,3, 5000, Odense C, Denmark.,Department of Endocrinology, Hospital of South West Jutland, Finsensgade 35, 6700, Esbjerg, Denmark.,Department of Regional Health Research, University of Southern Denmark, J.B. Winsløws Vej 19,3, 5000, Odense C, Denmark
| | - Christina A Vinter
- Steno Diabetes Center Odense, Odense University Hospital, Kløvervænget 10, DK-5000, 0045 40258265, Odense C, Denmark.,Department of Clinical Research, University of Southern Denmark, J.B. Winsløws Vej 19,3, 5000, Odense C, Denmark.,Department of Gynecology and Obstetrics, Odense University Hospital, Kløvervænget 23, 5000, Odense C, Denmark
| | - Lise Lotte T Andersen
- Department of Clinical Research, University of Southern Denmark, J.B. Winsløws Vej 19,3, 5000, Odense C, Denmark.,Department of Gynecology and Obstetrics, Odense University Hospital, Kløvervænget 23, 5000, Odense C, Denmark
| | - Kristina Renault
- Department of Obstetrics, Rigshospitalet, Juliane Maries Vej 8, 2100, Copenhagen East, Denmark
| | - Dorte M Jensen
- Steno Diabetes Center Odense, Odense University Hospital, Kløvervænget 10, DK-5000, 0045 40258265, Odense C, Denmark.,Department of Clinical Research, University of Southern Denmark, J.B. Winsløws Vej 19,3, 5000, Odense C, Denmark.,Department of Gynecology and Obstetrics, Odense University Hospital, Kløvervænget 23, 5000, Odense C, Denmark
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Lehmann V, Tripyla A, Herzig D, Meier J, Banholzer N, Maritsch M, Zehetner J, Giachino D, Nett P, Feuerriegel S, Wortmann F, Bally L. The impact of postbariatric hypoglycaemia on driving performance: A randomized, single-blind, two-period, crossover study in a driving simulator. Diabetes Obes Metab 2021; 23:2189-2193. [PMID: 34081385 DOI: 10.1111/dom.14456] [Citation(s) in RCA: 1] [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] [Received: 04/01/2021] [Revised: 05/19/2021] [Accepted: 06/01/2021] [Indexed: 12/29/2022]
Abstract
Postbariatric hypoglycaemia (PBH) is an increasingly recognized complication of bariatric surgery, but its effect on daily functioning remains unclear. In this randomized, single-blind, crossover trial we assessed driving performance in patients with PBH. Ten active drivers with PBH (eight females, age 38.2 ± 14.7 years, body mass index 27.2 ± 4.6 kg/m2 ) received 75 g glucose to induce PBH in the late postprandial period and aspartame to leave glycaemia unchanged, on two different occasions. A simulator was driven during 10 minutes before (D0) and 20 (D1), 80 (D2), 125 (D3) and 140 minutes (D4) after the glucose/aspartame ingestion, reflecting the expected blood glucose (BG) increase (D1), decrease (D2) and hypoglycaemia (D3, D4). Seven driving features indicating impaired driving were integrated in a Bayesian hierarchical regression model to assess the difference in driving performance after glucose/aspartame ingestion. Mean ± standard deviation peak and nadir BG after glucose were 182 ± 24 and 47 ± 14 mg/dL, while BG was stable after aspartame (85 ± 4 mg/dL). Despite the lack of a difference in symptom perception, driving performance was significantly impaired after glucose versus aspartame during D4 (posterior probability 98.2%). Our findings suggest that PBH negatively affects driving performance.
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Affiliation(s)
- Vera Lehmann
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Afroditi Tripyla
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - David Herzig
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Jasmin Meier
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Nicolas Banholzer
- Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland
| | - Martin Maritsch
- Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland
| | - Jörg Zehetner
- Department of Visceral Surgery, Hirslanden Clinic Beau-Site, Bern, Switzerland
| | - Daniel Giachino
- Department of Visceral Surgery, Lindenhofspital, Bern, Switzerland
| | - Philipp Nett
- Department of Visceral Surgery and Medicine, Inselspital Bern, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Stefan Feuerriegel
- Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland
| | - Felix Wortmann
- Institute of Technology Management, University of St. Gallen, St. Gallen, Switzerland
| | - Lia Bally
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
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