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Ratzki-Leewing A, Harris SB, Rabasa-Lhoret R, Poon Y. FRONTIER-FreeStyle Libre System Use in Ontario Among People with Diabetes Mellitus in the IC/ES Database-Evidence from Real-World Practice: Patients Using Intensive Insulin. Diabetes Technol Ther 2025. [PMID: 39970010 DOI: 10.1089/dia.2024.0609] [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] [Indexed: 02/21/2025]
Abstract
Background: Diabetes mellitus is associated with significant health care resource utilization (HCRU), partly due to acute complications, including diabetic ketoacidosis (DKA) and hypoglycemia. Aim: To investigate glycated hemoglobin (HbA1c) levels and HCRU before and after adoption of FreeStyle Libre Systems (FSL) in people with diabetes on multiple daily injections of insulin (MDI). Methods: This retrospective longitudinal study used administrative health data in Ontario, Canada, housed at IC/ES. The cohort comprised people with diabetes on MDI with a first FSL claim between September 16, 2019, and August 31, 2020 (index date), who remained on FSL for 24 months. HCRU (emergency department [ED] visits and hospitalization) was measured for 12 months before the index date and the last 12 months of follow-up. HbA1c data were taken from the last tests in each period. Results: Mean HbA1c was statistically significantly reduced after FSL among people with type 1 diabetes mellitus (T1DM; n = 10,510; age <25 years, -0.8%; 25-65 years, -0.5%; >65 years, -0.1%; all P < 0.0001) or type 2 diabetes mellitus (T2DM; n = 12,668; age ≤65 years, -0.6%; >65 years, -0.3%; both P < 0.0001). Overall HCRU was statistically significantly reduced in the T1DM subgroups aged <25 and 25-65 years (ED visits only) and both T2DM age subgroups, with some subgroups having statistically significant reductions in DKA- or hypoglycemia-associated HCRU. Conclusions: Among people with T1DM or T2DM on MDI, HbA1c was statistically significantly reduced after FSL, with statistically significant reductions in HCRU in some subgroups.
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Affiliation(s)
- Alexandria Ratzki-Leewing
- Western University, London, Canada
- University of Maryland Institute for Health Computing, North Bethesda, Maryland, USA
- Division of Gerontology, Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, USA
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Harris S, Cimino S, Nguyen Y, Szafranski K, Poon Y. Cost-Effectiveness of FreeStyle Libre for Glucose Self-Management Among People with Diabetes Mellitus: A Canadian Private Payer Perspective. Diabetes Ther 2025; 16:169-186. [PMID: 39688778 PMCID: PMC11794756 DOI: 10.1007/s13300-024-01677-5] [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: 10/18/2024] [Accepted: 11/22/2024] [Indexed: 12/18/2024] Open
Abstract
INTRODUCTION For people living with diabetes, effective glucose monitoring is a key component in diabetes care, helping to reduce disease burden, complications, and healthcare utilization. Sensor-based glucose monitoring systems, which can provide more comprehensive information about glucose levels than capillary-based self-monitoring of blood glucose (SMBG), are becoming established among people living with diabetes. The objective of this study was to assess the cost-effectiveness of glucose monitoring with FreeStyle Libre systems, compared with SMBG, from the perspective of a Canadian private payer. METHODS The analysis used the validated, person-level microsimulation model DEDUCE (Determination of Diabetes Utilities, Costs, and Effects). Analyses were conducted separately for populations of people with type 1 and type 2 diabetes mellitus (T1DM; T2DM), with time horizons of 40 and 25 years, respectively. T2DM treatment was assumed to be 84% non-insulin, 10% basal insulin, and 6% multiple daily injections of insulin. The effect of FreeStyle Libre was modeled as reductions versus SMBG in glycated hemoglobin level (T1DM, - 0.42%; insulin-treated T2DM, - 0.59%; non-insulin-treated T2DM, - 0.3%) and in acute diabetic events (hypoglycemia and diabetic ketoacidosis). Costs (in 2023 Canadian dollars (Can$)) and utilities were discounted at 1.5%. Outcomes were assessed as costs and quality-adjusted life years (QALYs). RESULTS In both populations, FreeStyle Libre was dominant to SMBG, providing more QALYs at a lower cost (T1DM: + 1.25 QALYs, - Can$32,287 costs; T2DM: + 0.48 QALYs, - Can$8091 costs). Reductions were seen in the cumulative incidence of all complications (except blindness in the T1DM analysis). FreeStyle Libre was dominant to SMBG in all scenarios tested. Probabilistic sensitivity analysis showed that FreeStyle Libre had a 100% probability of being dominant to SMBG for T1DM and a 91% probability of being dominant for T2DM. CONCLUSION This economic analysis shows that, from a Canadian private payer perspective, FreeStyle Libre is cost-effective compared with SMBG for all people living with diabetes.
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Affiliation(s)
| | | | - Yen Nguyen
- Synergyx Consulting, Montréal, QC, Canada
| | | | - Yeesha Poon
- Abbott Diabetes Care, 6925 Century Ave, Suite 100, Mississauga, ON, L5N 7K2, Canada.
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Conway RB, Snell-Bergeon J, Honda-Kohmo K, Peddi AK, Isa SB, Sulong S, Sibomana L, Gerard Gonzalez A, Song J, Lomax KE, Lo CN, Kim W, Haynes A, de Bock M, Burckhardt MA, Schwab S, Hong K. Disparities in Diabetes Technology Uptake in Youth and Young Adults With Type 1 Diabetes: A Global Perspective. J Endocr Soc 2024; 9:bvae210. [PMID: 39703363 PMCID: PMC11655873 DOI: 10.1210/jendso/bvae210] [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: 05/23/2024] [Indexed: 12/21/2024] Open
Abstract
Globally, nearly 9 million people are living with type 1 diabetes (T1D). Although the incidence of T1D is not affected by socioeconomic status, the development of complications and limited access to modern therapy is overrepresented in vulnerable populations. Diabetes technology, specifically continuous glucose monitoring and automated insulin delivery systems, are considered the gold standard for management of T1D, yet access to these technologies varies widely across countries and regions, and varies widely even within high-income countries. This review focuses on disparities in diabetes technology use among adolescents and young adults with T1D, barriers to access and use, and summarizes common themes emerging across countries and regions. We conducted a survey among medical technology manufacturers and physicians in various countries across diverse geographical regions and performed extensive literature searches. Across all countries and regions, economic barriers stand out as the largest and most common barriers, either preventing market penetrance of technology into a country or limiting its access to the individual with diabetes due to high out of pocket costs. Other common barriers include structural or accessibility barriers, such as stringent eligibility requirements by insurance providers, regardless of whether the insurance was private or government-based, and provider/individual level barriers. Based on the evidence presented, we suggest the need for a joint effort involving governments, private health insurers, technology manufacturers, and healthcare providers to address the global disparities of diabetic technology utilization and ensure equitable access for all individuals living with T1D worldwide.
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Affiliation(s)
- Rebecca Baqiyyah Conway
- Department of Epidemiology, University of Colorado, Aurora, CO 80045, USA
- American Academy of Epidemiology, Inc., Tyler, TX 75701, USA
| | - Janet Snell-Bergeon
- Department of Pediatrics, Barbara Davis Center for Diabetes, University of Colorado, Aurora, CO 80045, USA
| | - Kyoko Honda-Kohmo
- Division of Preventative Healthcare, National Cerebral and Cardiovascular Center, Suita, Osaka 564-8565, Japan
| | | | - Salbiah Binti Isa
- Universiti Sains Malaysia, Advanced Medical and Dental Institute, 130200 Pulau, Pinang, Malaysia
| | - Shakira Sulong
- Division of Medical Operations, Metro Sihat Sdn Bhd, 60000 Kuala Lumpur, Malaysia
| | - Laurien Sibomana
- Department of the Director, Pillar of Health, Pittsburgh, PA 15237, USA
| | - Andrea Gerard Gonzalez
- Department of Pediatrics, Barbara Davis Center for Diabetes, University of Colorado, Aurora, CO 80045, USA
| | - Jooyoun Song
- Department of Psychiatry, Jooyoun's Psychiatry, 07938 Seoul, Korea
| | - Kate Elizabeth Lomax
- Department of Endocrinology and Diabetes, Perth Children's Hospital, Nedlands, WA 6909, Australia
- Children's Diabetes Centre, Telethon Kids Institute, The University of Western Australia, Nedlands, WA 6909, Australia
| | - Ching-Nien Lo
- GM Office, EPS BIO Technology Corp., Hsinchu 30076, Taiwan
| | - Wondong Kim
- Management (Including R&D Director), CareforU Co., Ltd., 14042 Anyang, Korea
| | - Aveni Haynes
- Children's Diabetes Centre, Telethon Kids Institute, The University of Western Australia, Nedlands, WA 6909, Australia
| | - Martin de Bock
- Department of Pediatrics, University of Otago, Christchurch 8140, New Zealand
| | - Marie-Anne Burckhardt
- University Children's Hospital Basel UKBB, Pediatric Endocrinology and Diabetology, 4056 Basel, Switzerland
| | - Savannah Schwab
- Department of Epidemiology, University of Colorado, Aurora, CO 80045, USA
| | - Kwanho Hong
- Management (Marketing & Development), CareforU Co., Ltd., 14042 Anyang, Korea
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Gaid D, Giasson G, Gaboury I, Houle L, Layani G, Menear M, de Tilly VN, Pomey MP, Vachon B. Quality priorities related to the management of type 2 diabetes in primary care: results from the COMPAS + quality improvement collaborative. BMC PRIMARY CARE 2024; 25:397. [PMID: 39550565 PMCID: PMC11568624 DOI: 10.1186/s12875-024-02641-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Accepted: 10/25/2024] [Indexed: 11/18/2024]
Abstract
BACKGROUND This study aims to describe the main type 2 diabetes mellitus (T2DM) quality improvement (QI) challenges identified by primary care teams in the province of Quebec who participated in the COMPAS + QI collaborative. METHODS A qualitative descriptive design was used to analyse the results of 8 COMPAS + workshops conducted in 4 regions of the province between 2016 and 2020. Deductive content analysis was performed to classify the reported QI priorities under the Consolidated Framework for Implementation Research domains; and proposed change strategies under the Behavior Change Wheel (BCW) intervention functions. RESULTS A total of 177 participants attended the T2DM COMPAS + workshops. Three QI priorities were identified: (1) lack of coordination and integration of T2DM care and services; (2) lack of preventive services for pre-diabetes and T2DM; and (3) lack of integration of the patients-as-partners approach to support T2DM self-management. The proposed QI strategies to address those priorities were classified under the education, training, persuasion, habilitation and restructuring BCW intervention functions. CONCLUSION This study provides insights on how QI collaboratives can support the identification of QI priorities and strategies to improve T2DM management in primary care.
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Affiliation(s)
- Dina Gaid
- School of Rehabilitation, Faculty of Medicine, Université de Montréal, CP 6128 Succursale Centre-Ville, Montreal, QC, H3C 3J7, Canada
| | - Guylaine Giasson
- Department of Family Emergency Medicine, Faculty of Medicine and Health Sciences, Centre de recherche Charles-LeMoyne (CR-CRCLM), Université de Sherbrooke - Campus de Longueuil, Longueuil, QC, Canada
| | - Isabelle Gaboury
- Department of Family and Emergency Medicine, Faculty of Medicine and Health Sciences, Centre de recherche Charles-LeMoyne (CR-CRCLM), Université de Sherbrooke Campus de Longueuil, Longueuil, QC, Canada
| | - Lise Houle
- Institut national d'excellence en santé et en services sociaux (INESSS), Montreal, QC, Canada
| | - Géraldine Layani
- Department of Family Medicine and Emergency Medicine, Université de Montréal, Montreal, QC, Canada
- Centre de recherche du Centre hospitalier universitaire de l'Université de Montréal, Montreal, QC, Canada
| | - Matthew Menear
- Department of Family Medicine and Emergency Medicine, Université Laval, Quebec, QC, Canada
- VITAM - Centre de recherche en santé durable, Quebec, QC, Canada
| | | | - Marie-Pascale Pomey
- Centre de recherche du Centre hospitalier universitaire de l'Université de Montréal, Montreal, QC, Canada
- Public Health School, Department of Management, evaluation and health policy, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada
| | - Brigitte Vachon
- School of Rehabilitation, Faculty of Medicine, Université de Montréal, CP 6128 Succursale Centre-Ville, Montreal, QC, H3C 3J7, Canada.
- Centre de recherche du CIUSSS de l'Est de l'Île de Montréal, Montreal, QC, Canada.
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Lau D, Manca DP, Singh P, Perry T, Olu-Jordan I, Ryan Zhang J, Rahim G, Hagen EM, Yeung RO. The effectiveness of continuous glucose monitoring with remote telemonitoring-enabled virtual educator visits in adults with non-insulin dependent type 2 diabetes: A randomized trial. Diabetes Res Clin Pract 2024; 217:111899. [PMID: 39433218 DOI: 10.1016/j.diabres.2024.111899] [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: 08/02/2024] [Revised: 09/24/2024] [Accepted: 10/16/2024] [Indexed: 10/23/2024]
Abstract
AIMS Estimate the effectiveness of continuous glucose monitoring (CGM) with remote telemonitoring-enabled virtual diabetes educator visits for improving glycemic management in adults with type 2 diabetes, not on insulin. METHODS Participants with type 2 diabetes, not on insulin, and HbA1c > 7.0 % were enrolled in an open-label randomized trial of 6 weeks of CGM with telemonitoring versus enhanced usual care. Both groups received educator visits. HbA1c was assessed at 12 weeks. RESULTS Of 105 participants (mean age 57.3 years, 49.5 % females, mean baseline HbA1c 8.0 %), 86 remained at follow-up. Change in HbA1c was -0.69 % (CGM) versus -0.33 % (enhanced usual care). Adjusting for baseline HbA1c, CGM was superior (0.65 % greater HbA1c reduction [95 % CI 0.17-1.12 %], p = 0.008). CGM participants were 92 % (RR = 1.92, 1.19-3.06, p = 0.007) more likely to have an HbA1c reduction ≥ 0.5 %, lost more weight (difference in weight reduction 2.17 kg, 0.22-4.11, p = 0.029) and were more satisfied with their treatment. No treatment-related adverse events were observed. CONCLUSIONS CGM with virtual diabetes educator visits is effective, safe, and acceptable in adults with type 2 diabetes not on insulin and should be considered as an alternative to drug therapy for improving blood glucose.
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Affiliation(s)
- Darren Lau
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada; Physician Learning Program, University of Alberta, Edmonton, Alberta, Canada.
| | - Donna P Manca
- Department of Family Medicine, University of Alberta, Edmonton, Alberta, Canada; Physician Learning Program, University of Alberta, Edmonton, Alberta, Canada
| | - Pratima Singh
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | | | - Inga Olu-Jordan
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Jiawei Ryan Zhang
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Gulelala Rahim
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Evan M Hagen
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Roseanne O Yeung
- Department of Medicine, University of Alberta, Edmonton, Alberta, Canada; Physician Learning Program, University of Alberta, Edmonton, Alberta, Canada
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6
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Alshannaq H, Isitt JJ, Pollock RF, Norman GJ, Cogswell G, Lynch PM, Roze S. Cost-utility of real-time continuous glucose monitoring versus self-monitoring of blood glucose in people with insulin-treated Type 2 diabetes in Canada. J Comp Eff Res 2023; 12:e230075. [PMID: 37668608 PMCID: PMC10690435 DOI: 10.57264/cer-2023-0075] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 07/17/2023] [Indexed: 09/06/2023] Open
Abstract
Aim: Clinical trials and real-world data for Type 2 diabetes have shown that real-time continuous glucose monitoring (rt-CGM) lowers glycated hemoglobin (A1c) and reduces hypoglycemia relative to self-monitoring of blood glucose (SMBG). This analysis examined the long-term health and economic outcomes associated with using rt-CGM versus SMBG in people with insulin-treated Type 2 diabetes in Canada. Materials & methods: Clinical data were sourced from a real-world study, in which rt-CGM reduced A1C by 0.56% versus continued SMBG. The analysis was performed using the IQVIA Core Diabetes Model, from a Canadian payer perspective over a lifetime horizon for a cohort aged 65 years with an A1C of 8.3% at baseline. Future costs and clinical outcomes were discounted at 1.5% annually. Results: Projected total mean lifetime costs were CAD 207,466 for rt-CGM versus CAD 189,863 for SMBG (difference: CAD 17,602) and projected mean quality-adjusted life expectancy was 9.97 quality-adjusted life years (QALYs) for rt-CGM versus 9.02 QALYs for SMBG (difference: 0.95 QALYs), resulting in an incremental cost-utility ratio (ICUR) of CAD 18,523 per QALY gained for rt-CGM versus SMBG. Findings were sensitive to changes in the A1C treatment effect, annual cost and quality of life benefit associated with using rt-CGM, SMBG frequency, and baseline age, but ICURs remained below CAD 50,000 per QALY in all analyses. Conclusion: For people in Canada with insulin-treated Type 2 diabetes and poor glycemic control, use of rt-CGM is likely to be cost-effective relative to SMBG.
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Affiliation(s)
- Hamza Alshannaq
- Dexcom, Inc., 6340 Sequence Drive, San Diego, CA 92121, USA
- University of Cincinnati College of Medicine, 3230 Eden Avenue, Cincinnati, OH 45267, USA
| | | | - Richard F Pollock
- Covalence Research Ltd., Rivers Lodge, West Common, Harpenden, AL5 2JD, UK
| | | | - Greg Cogswell
- Dexcom, Inc., 6340 Sequence Drive, San Diego, CA 92121, USA
| | - Peter M Lynch
- Dexcom, Inc., 6340 Sequence Drive, San Diego, CA 92121, USA
| | - Stéphane Roze
- Vyoo Agency, 10 rue Yvonne, 691000, Villeurbanne, France
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Huang ES, Sinclair A, Conlin PR, Cukierman-Yaffe T, Hirsch IB, Huisingh-Scheetz M, Kahkoska AR, Laffel L, Lee AK, Lee S, Lipska K, Meneilly G, Pandya N, Peek ME, Peters A, Pratley RE, Sherifali D, Toschi E, Umpierrez G, Weinstock RS, Munshi M. The Growing Role of Technology in the Care of Older Adults With Diabetes. Diabetes Care 2023; 46:1455-1463. [PMID: 37471606 PMCID: PMC10369127 DOI: 10.2337/dci23-0021] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 05/24/2023] [Indexed: 07/22/2023]
Abstract
The integration of technologies such as continuous glucose monitors, insulin pumps, and smart pens into diabetes management has the potential to support the transformation of health care services that provide a higher quality of diabetes care, lower costs and administrative burdens, and greater empowerment for people with diabetes and their caregivers. Among people with diabetes, older adults are a distinct subpopulation in terms of their clinical heterogeneity, care priorities, and technology integration. The scientific evidence and clinical experience with these technologies among older adults are growing but are still modest. In this review, we describe the current knowledge regarding the impact of technology in older adults with diabetes, identify major barriers to the use of existing and emerging technologies, describe areas of care that could be optimized by technology, and identify areas for future research to fulfill the potential promise of evidence-based technology integrated into care for this important population.
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Affiliation(s)
| | | | - Paul R. Conlin
- Harvard Medical School, Boston, MA
- Veteran Affairs Boston Healthcare System, Boston, MA
| | - Tali Cukierman-Yaffe
- Division of Endocrinology, Diabetes, and Metabolism, Ramat Gan, Israel
- Sheba Medical Centre, Ramat Gan, Israel
- Epidemiology Department, Sackler Faculty of Medicine, Herczeg Institute on Aging, Tel Aviv University, Tel Aviv, Israel
| | | | | | | | | | | | - Sei Lee
- University of California San Francisco, San Francisco, CA
| | | | - Graydon Meneilly
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Naushira Pandya
- Department of Geriatrics, Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Ft. Lauderdale, FL
| | | | - Anne Peters
- University of Southern California, Los Angeles, CA
| | - Richard E. Pratley
- AdventHealth Diabetes Institute, AdventHealth Translational Research Institute, AdventHealth, Orlando, FL
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Chen Z, Luo J, Jia M, Chai Y, Bao Y. Polygonatum sibiricum saponin Exerts Beneficial Hypoglycemic Effects in Type 2 Diabetes Mice by Improving Hepatic Insulin Resistance and Glycogen Synthesis-Related Proteins. Nutrients 2022; 14:5222. [PMID: 36558381 PMCID: PMC9786127 DOI: 10.3390/nu14245222] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 12/02/2022] [Accepted: 12/06/2022] [Indexed: 12/13/2022] Open
Abstract
Type 2 diabetes mellitus (T2DM) is a systemic metabolic disorder characterized by insulin deficiency and insulin resistance. Recently, it has become a significant threat to public health. Polygonatum sibiricum saponin (PSS) has potential hypoglycemic effects, but its specific mechanism needs further study. In this study, PSS significantly decreased the level of blood glucose, water intake, and the organ index in diabetic mice. Meanwhile, PSS effectively reduced the content of total triglyceride (TG), total cholesterol (TCHO), low-density lipoprotein cholesterol (LDL-C), alanine aminotransferase (ALT), and aspartate aminotransferase (AST) in the blood, and increased the content of high-density lipoprotein cholesterol (HDL-C). This suggests that PSS could reduce the content of blood lipids and initially improve the damage of hepatocytes. We found that PSS alleviated hepatic insulin resistance, repaired islet beta cells, and enabled insulin to play its biological role normally. It also improved oral glucose tolerance and abated serum lipopolysaccharide (LPS) and glycosylated hemoglobin (HbA1c) levels in T2DM mice. Furthermore, studies have found that PSS increased the content of phosphorylated protein kinase B (AKT), thereby promoting the effect of glucose transporter 4 (GLUT-4), and activating glycogen synthase kinase 3beta (GSK-3β) and glycogen synthase (GS) proteins to promote hepatic glycogen synthesis. Finally, we found that PSS could promote the growth of beneficial bacteria such as Bifidobacterium and Lactobacillus, reduce the growth of harmful bacteria such as Enterococcus and Enterobacter, and preliminarily improve the composition of important bacteria in the intestine. These studies indicate that PSS has an excellent hypoglycemic effect, which provides a potential new treatment for T2DM and guidance for more in-depth research.
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Affiliation(s)
- Zefu Chen
- School of Forestry, Northeast Forestry University, Harbin 150040, China
| | - Jiayuan Luo
- School of Forestry, Northeast Forestry University, Harbin 150040, China
| | - Mingjie Jia
- School of Forestry, Northeast Forestry University, Harbin 150040, China
| | - Yangyang Chai
- School of Forestry, Northeast Forestry University, Harbin 150040, China
- Key Laboratory of Forest Food Resources Utilization of Heilongjiang Province, Harbin 150040, China
| | - Yihong Bao
- School of Forestry, Northeast Forestry University, Harbin 150040, China
- Key Laboratory of Forest Food Resources Utilization of Heilongjiang Province, Harbin 150040, China
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Feig DS. Epidemiology and Therapeutic Strategies for Women With Preexisting Diabetes in Pregnancy: How Far Have We Come? The 2021 Norbert Freinkel Award Lecture. Diabetes Care 2022; 45:2484-2491. [PMID: 37579297 DOI: 10.2337/dci21-0027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/16/2023]
Abstract
The field of diabetes in pregnancy has witnessed tremendous changes over the past 30 years, with an explosive growth in case numbers along with new and exciting opportunities to affect outcomes. Type 1 diabetes in pregnancy has increased by 40%, but type 2 diabetes in pregnancy, rarely seen 30 years ago, has more than doubled and, in some cases, tripled in prevalence. Compared with women with type 2 diabetes, women with type 1 diabetes have higher HbA1c, more large-for-gestational-age infants, and more preterm births. Women with type 2 diabetes have more chronic hypertension, more socioeconomic deprivation, and higher rates of perinatal mortality. Large randomized trials in women with diabetes in pregnancy have helped us understand the effectiveness of new technologies (i.e., continuous glucose monitoring) in women with type 1 diabetes, and the addition of metformin to insulin in women with type 2 diabetes, in improving pregnancy outcomes. Future endeavors, including artificial pancreas systems in women with type 1 diabetes and the use of continuous glucose monitoring, a better understanding of nutrition during pregnancy, and approaches to improve preconception and pregnancy self-care in women with type 2 diabetes, may lead to further improved outcomes.
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Affiliation(s)
- Denice S Feig
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- Lunenfeld-Tanenbaum Research Institute, Toronto, Ontario, Canada
- Sinai Health System, Mount Sinai Hospital, Toronto, Canada
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Metabolomic Analysis of Serum and Tear Samples from Patients with Obesity and Type 2 Diabetes Mellitus. Int J Mol Sci 2022; 23:ijms23094534. [PMID: 35562924 PMCID: PMC9105607 DOI: 10.3390/ijms23094534] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 04/13/2022] [Accepted: 04/14/2022] [Indexed: 12/14/2022] Open
Abstract
Metabolomics strategies are widely used to examine obesity and type 2 diabetes (T2D). Patients with obesity (n = 31) or T2D (n = 26) and sex- and age-matched controls (n = 28) were recruited, and serum and tear samples were collected. The concentration of 23 amino acids and 10 biogenic amines in serum and tear samples was analyzed. Statistical analysis and Pearson correlation analysis along with network analysis were carried out. Compared to controls, changes in the level of 6 analytes in the obese group and of 10 analytes in the T2D group were statistically significant. For obesity, the energy generation, while for T2D, the involvement of NO synthesis and its relation to insulin signaling and inflammation, were characteristic. We found that BCAA and glutamine metabolism, urea cycle, and beta-oxidation make up crucial parts of the metabolic changes in T2D. According to our data, the retromer-mediated retrograde transport, the ethanolamine metabolism, and, consequently, the endocannabinoid signaling and phospholipid metabolism were characteristic of both conditions and can be relevant pathways to understanding and treating insulin resistance. By providing potential therapeutic targets and new starting points for mechanistic studies, our results emphasize the importance of complex data analysis procedures to better understand the pathomechanism of obesity and diabetes.
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11
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Tardif I, Guénette L, Zongo A, Demers É, Lunghi C. Depression and the risk of hospitalization in type 2 diabetes patients: A nested case-control study accounting for non-persistence to antidiabetic treatment. DIABETES & METABOLISM 2022; 48:101334. [PMID: 35231612 DOI: 10.1016/j.diabet.2022.101334] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 01/29/2022] [Accepted: 02/12/2022] [Indexed: 11/18/2022]
Abstract
INTRODUCTION Depression is one of the most common comorbidities of type 2 diabetes. The relationship between these two diseases seems to be bidirectional. Both conditions separately lead to significant morbidity and mortality, including hospitalization. Moreover, depression is associated with non-persistence with antidiabetic drugs. OBJECTIVES To measure the effect of depression on morbidity and particularly on all-cause, diabetes-related, cardiovascular-related and major cardiovascular events-related hospitalization, adjusting for non-persistence to antidiabetic drugs and other confounders. METHODS We performed a nested case-control study within a cohort of type 2 diabetic individuals initiating antidiabetic drugs. Using the health administrative data of the province of Quebec, Canada, we identified all-cause, diabetes-related, cardiovascular-related and major cardiovascular hospitalizations during a maximum follow-up of eight years after the initiation of antidiabetic drug treatment. A density sampling method matched all cases with up to 10 controls by age, sex, and the Elixhauser comorbidity index. The effect of depression on hospitalization was estimated using conditional logistic regressions adjusting for non-persistence to antidiabetic drug treatment and other variables. RESULTS We identified 41,550 all-cause hospitalized cases, of which 34,437 were related to cardiovascular (CV) diseases, 29,584 to diabetes, and 13,867 to major CV events. Depression was diagnosed in 2.51% of all-cause hospitalizations and 1.16% of matched controls. 69.11% of cases and 72.59% of controls were on metformin monotherapy. The majority (71.62% vs 75.02%, respectively) stayed on metformin monotherapy without adding or switching drugs during follow-up. Non-persistence was at similar rates (about 30%) in both groups. In the multivariable analyses, depression was associated with an increased risk for all-cause hospitalizations, with odds ratios (ORs) ranging from 2.21 (95% CI: 2.07-2.37) to 1.32 (95% CI: 1.22-1.44) according to the model adjustment (from the univariate to the fully adhjusted). CONCLUSION Depression increased the risk of all-cause hospitalizations among patients treated for diabetes, even after accounting for non-persistence and other potentially confounding factors. These results stress the impact of depression on diabetic patients' use of health care resources.
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Affiliation(s)
- Isabelle Tardif
- Faculty of Medicine, 1050 avenue de la Médecine, Université Laval, Quebec City, QC, Canada
| | - Line Guénette
- Faculty of Pharmacy, 1050 avenue de la Médecine, Université Laval, Quebec City, QC, Canada; Axe Santé des Populations et Pratiques Optimales en Santé (SP-POS), Centre de recherche du CHU de Quebec-Université Laval, 1050 chemin Ste-Foy, Quebec City, QC, Canada
| | - Arsène Zongo
- Faculty of Pharmacy, 1050 avenue de la Médecine, Université Laval, Quebec City, QC, Canada; Axe Santé des Populations et Pratiques Optimales en Santé (SP-POS), Centre de recherche du CHU de Quebec-Université Laval, 1050 chemin Ste-Foy, Quebec City, QC, Canada
| | - Éric Demers
- Axe Santé des Populations et Pratiques Optimales en Santé (SP-POS), Centre de recherche du CHU de Quebec-Université Laval, 1050 chemin Ste-Foy, Quebec City, QC, Canada
| | - Carlotta Lunghi
- Axe Santé des Populations et Pratiques Optimales en Santé (SP-POS), Centre de recherche du CHU de Quebec-Université Laval, 1050 chemin Ste-Foy, Quebec City, QC, Canada; Department of Health Sciences, Université du Québec à Rimouski, 1595 boulevard Alphonse-Desjardins, Lévis, QC, Canada.
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Glennie JL, Berard L, Levrat-Guillen F. Sensor-Based Technology: Bringing Value to People with Diabetes and the Healthcare System in an Evolving World. Clinicoecon Outcomes Res 2022; 14:75-90. [PMID: 35177913 PMCID: PMC8843785 DOI: 10.2147/ceor.s346736] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 01/15/2022] [Indexed: 02/06/2023]
Affiliation(s)
| | - Lori Berard
- Nurse Consultant, Pink Pearls Inc, Winnipeg, Manitoba, Canada
| | - Fleur Levrat-Guillen
- Abbott Diabetes Care, Maidenhead, UK
- Correspondence: Fleur Levrat-Guillen, Abbott Laboratories Ltd, Abbott House, Vanwall Business Park, Maidenhead, Berkshire, SL6 4XE, UK, Tel +44 7584108032, Email
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