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Zhuo L, Zhang B, Yin Y, Sun Y, Shen P, Jiang Z, Zhan S, Zhao H. Use of sodium-glucose cotransporter-2 inhibitors and risk of dementia: A population-based cohort study. Diabetes Obes Metab 2025; 27:2430-2441. [PMID: 39927408 DOI: 10.1111/dom.16239] [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: 12/12/2024] [Revised: 01/22/2025] [Accepted: 01/23/2025] [Indexed: 02/11/2025]
Abstract
BACKGROUND AND AIMS The effects of sodium-glucose co-transporter 2 inhibitors (SGLT-2i) on dementia risk have not been assessed in the Chinese population. We aimed to assess the association between the use of SGLT-2i and dementia incidence in a mainland Chinese population. MATERIALS AND METHODS A target trial of SGLT-2i vs. dipeptidyl peptidase 4 inhibitors (DPP-4i) was emulated, with cohorts of type 2 diabetes mellitus patients who were new users of SGLT-2i or DPP-4i being assembled using the Yinzhou Regional Health Care Database. Inverse probability of treatment weighting (IPTW) was applied to control potential confounding, and a Cox model was used to estimate the hazard ratio (HR) of the association between the use of SGLT-2i and incident dementia. RESULTS The final cohort included 47 335 new users of DPP-4i or SGLT-2i. In the primary analysis, the incidence of dementia was 500.2 and 347.5 per 100 000 person-years in users of DPP-4i and SGLT-2i, respectively. SGLT-2i use was associated with a reduced risk of incident dementia after adjusting for potential confounding using IPTW, with an HR of 0.74 (95% CI, 0.60-0.93). The results were generally consistent in various subgroup analyses and sensitivity analyses. CONCLUSIONS The use of SGLT-2i is associated with a decreased risk of dementia incidence in the study population in mainland China.
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Affiliation(s)
- Lin Zhuo
- Research Center of Clinical Epidemiology, Peking University Third Hospital, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
| | - Baixue Zhang
- Guang'anmen Hospital, China Academy of Chinese Medical Sciences, Beijing, China
| | - Yueqi Yin
- Yinzhou District Center for Disease Control and Prevention, Ningbo, China
| | - Yexiang Sun
- Yinzhou District Center for Disease Control and Prevention, Ningbo, China
| | - Peng Shen
- Yinzhou District Center for Disease Control and Prevention, Ningbo, China
| | - Zhiqin Jiang
- Yinzhou District Center for Disease Control and Prevention, Ningbo, China
| | - Siyan Zhan
- Research Center of Clinical Epidemiology, Peking University Third Hospital, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
- Center for Intelligent Public Health, Institute for Artificial Intelligence, Peking University, Beijing, China
| | - Houyu Zhao
- Research Center of Clinical Epidemiology, Peking University Third Hospital, Beijing, China
- School of Medicine, Chongqing University, Chongqing, China
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Tang C, Hao J, Tao F, Feng Q, Song Y, Zeng B. Association of Metformin use with risk of dementia in patients with type 2 diabetes: A systematic review and meta-analysis. Diabetes Obes Metab 2025; 27:1992-2001. [PMID: 39780315 DOI: 10.1111/dom.16192] [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: 09/29/2024] [Revised: 12/17/2024] [Accepted: 12/28/2024] [Indexed: 01/11/2025]
Abstract
AIM There is ongoing debate concerning the association of metformin with the risk of dementia in type 2 diabetes mellitus (T2DM). This study was conducted to evaluate the impact of metformin therapy on dementia in patients with T2DM. MATERIALS AND METHODS PubMed, Embase, Cochrane Library, Web of Science and the ClinicalTrials.gov website were searched until 9 April 2024. Cohort studies investigating the effects of metformin therapy compared with other antidiabetic drugs or no therapy in T2DM were included. The hazard ratio (HR) and the 95% confidence interval (CI) were computed using the random effects model. RESULTS Twenty cohort studies (24 individual comparisons) involving 3 463 100 participants were identified. A meta-analysis revealed that people with T2DM who take metformin are linked to a lower incidence of all-cause dementia compared to non-user (n = 17, HR = 0.76, 95% CI = 0.65-0.91, p = 0.002, I2 = 98.9%) and sulfonylureas (n = 5, HR = 0.88, 95% CI = 0.85-0.90, p < 0.001, I2 = 9.7%), but not to thiazolidinedione (n = 2, HR = 0.53, 95% CI = 0.08-3.41, p = 0.503, I2 = 92.7%). Additionally, metformin showed favourable effects in non-specified T2DM (n = 19, HR = 0.75, 95% CI = 0.64-0.89), but not in newly diagnosed T2DM (n = 5, HR = 1.01, 95% CI = 0.81-1.27). CONCLUSION Metformin might correlate with a lower dementia incidence in people with T2DM. However, it is crucial to interpret these results with caution considering the high heterogeneity.
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Affiliation(s)
- Chunbian Tang
- Medical School of Tianjin University, Tianjin, China
- Department of General Medicine, Peking University Binhai Hospital (Tianjin Fifth Central Hospital), Tianjin, China
| | - Jiayi Hao
- Medical School of Tianjin University, Tianjin, China
| | - Fengran Tao
- Office of the President, Peking University Binhai Hospital (Tianjin Fifth Central Hospital), Tianjin, China
| | - Qingguo Feng
- Medical School of Tianjin University, Tianjin, China
- Department of Emergency, Peking University Binhai Hospital (Tianjin Fifth Central Hospital), Tianjin, China
| | - Ying Song
- Medical School of Tianjin University, Tianjin, China
- Department of General Medicine, Peking University Binhai Hospital (Tianjin Fifth Central Hospital), Tianjin, China
- Office of the President, Peking University Binhai Hospital (Tianjin Fifth Central Hospital), Tianjin, China
| | - Baoqi Zeng
- Department of Emergency, Peking University Binhai Hospital (Tianjin Fifth Central Hospital), Tianjin, China
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
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Siddiqi S, Ortiz Z, Simard S, Li J, Lawrence K, Redmond M, Tomlinson JJ, Schlossmacher MG, Salmaso N. Race and ethnicity matter! Moving Parkinson's risk research towards diversity and inclusiveness. NPJ Parkinsons Dis 2025; 11:45. [PMID: 40050644 PMCID: PMC11885646 DOI: 10.1038/s41531-025-00891-7] [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: 02/29/2024] [Accepted: 02/21/2025] [Indexed: 03/09/2025] Open
Abstract
Parkinson's disease (PD) is a prevalent neurodegenerative disorder that shows considerable heterogeneity of risk factors however, the degree to which race/ethnicity has been actively pursued in PD risk research is unknown. We examined PD literature from 2000-24 and found that less than half accounted for race/ethnicity and only 4.8% of n = 1142 articles included ethno-racial factors as an integral part of the analysis. This demonstrates that race/ethnicity has been critically understudied in PD and further studies that examine ethno-racial contributions to risk for PD are warranted.
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Affiliation(s)
- Sara Siddiqi
- Department of Neuroscience, Carleton University, Ottawa, ON, Canada
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
| | - Zoe Ortiz
- Department of Neuroscience, Carleton University, Ottawa, ON, Canada
| | - Stephanie Simard
- Department of Neuroscience, Carleton University, Ottawa, ON, Canada
| | - Juan Li
- Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, ON, Canada
- Neuroscience Program, Ottawa Hospital Research Institute, University of Ottawa Brain & Mind Research Institute, Ottawa, ON, Canada
| | - Kamaya Lawrence
- Department of Neuroscience, Carleton University, Ottawa, ON, Canada
| | - Melissa Redmond
- School of Social Work, Carleton University, Ottawa, ON, Canada
| | - Julianna J Tomlinson
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada
| | - Michael G Schlossmacher
- School of Social Work, Carleton University, Ottawa, ON, Canada
- Division of Neurology, The Ottawa Hospital, Ottawa, ON, Canada
| | - Natalina Salmaso
- Department of Neuroscience, Carleton University, Ottawa, ON, Canada.
- Department of Health Sciences, Carleton University, Ottawa, ON, Canada.
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Chele D, Sirbu CA, Mitrica M, Toma M, Vasiliu O, Sirbu AM, Authier FJ, Mischianu D, Munteanu AE. Metformin's Effects on Cognitive Function from a Biovariance Perspective: A Narrative Review. Int J Mol Sci 2025; 26:1783. [PMID: 40004246 PMCID: PMC11855408 DOI: 10.3390/ijms26041783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2024] [Revised: 02/01/2025] [Accepted: 02/17/2025] [Indexed: 02/27/2025] Open
Abstract
This study examines the effects of metformin on brain functions focusing on the variability of the results reported in the literature. While some studies suggest that metformin may have neuroprotective effects in diabetic patients, others report an insignificant impact of metformin on cognitive function, or even a negative effect. We propose that this inconsistency may be due to intrinsic cellular-level variability among individuals, which we term "biovariance". Biovariance persists even in demographically homogeneous samples due to complex and stochastic biological processes. Additionally, the complex metabolic actions of metformin, including its influence on neuroenergetics and neuronal survival, may produce different effects depending on individual metabolic characteristics.
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Affiliation(s)
- Dimitrie Chele
- Department of Neurology, Elias Emergency University Hospital, 011461 Bucharest, Romania;
| | - Carmen-Adella Sirbu
- Clinical Neurosciences Department, University of Medicine and Pharmacy “Carol Davila” Bucharest, 050474 Bucharest, Romania; (M.M.); (O.V.)
- Academy of Romanian Scientists, 050045 Bucharest, Romania
| | - Marian Mitrica
- Clinical Neurosciences Department, University of Medicine and Pharmacy “Carol Davila” Bucharest, 050474 Bucharest, Romania; (M.M.); (O.V.)
| | - Mihai Toma
- Department of Medical-Surgical and Prophylactical Disciplines, Faculty of Medicine, ‘Titu Maiorescu’ University, 031593 Bucharest, Romania; (M.T.); (A.E.M.)
| | - Octavian Vasiliu
- Clinical Neurosciences Department, University of Medicine and Pharmacy “Carol Davila” Bucharest, 050474 Bucharest, Romania; (M.M.); (O.V.)
- Department of Psychiatry, ‘Dr. Carol Davila’ Central Military Emergency University Hospital, 010825 Bucharest, Romania
| | - Anca-Maria Sirbu
- National Institute of Medical Expertise and Recovery of Work Capacity, Panduri 22, 050659 Bucharest, Romania
| | - Francois Jerome Authier
- Neuromuscular Reference Center, Henri Mondor University Hospital, Assistance Publique–Hôpitaux de Paris, 94000 Créteil, France
- INSERM U955-Team Relaix, Faculty of Health, Paris Est-Creteil University, 94010 Créteil, France
| | - Dan Mischianu
- Academy of Romanian Scientists, 050045 Bucharest, Romania
- Department No. 3, University of Medicine and Pharmacy “Carol Davila” Bucharest, 050474 Bucharest, Romania
| | - Alice Elena Munteanu
- Department of Medical-Surgical and Prophylactical Disciplines, Faculty of Medicine, ‘Titu Maiorescu’ University, 031593 Bucharest, Romania; (M.T.); (A.E.M.)
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Sjöholm Å, Bennet L, Nilsson PM. Cognitive dysfunction in diabetes - the 'forgotten' diabetes complication: a narrative review. Scand J Prim Health Care 2025:1-7. [PMID: 39876043 DOI: 10.1080/02813432.2025.2455136] [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: 08/12/2024] [Accepted: 01/10/2025] [Indexed: 01/30/2025] Open
Abstract
BACKGROUND In addition to peripheral neuropathy of various kinds, diabetes can also cause central neuropathy, which among other things can manifest itself as premature cognitive dysfunction, often linked to vascular dysfunction. Although the link between diabetes and cognitive dysfunction was discovered more than 100 years ago and has important clinical implications, this diabetes complication remains relatively unknown. Recent years have seen research that has clarified cerebral insulin resistance and defective insulin signaling as examples of pathogenic factors behind this cognitive impairment in diabetes. METHOD We provide a narrative review of select and contemporary publications with relevance for the interface between diabetes/prediabetes and cognitive function. RESULTS Recently published studies show that physical activity can reverse insulin resistance in the brain as well as cognitive impairment and pathological appetite regulation. Pharmacological interventions with, for example, nasal insulin, GLP-1 receptor agonists, SGLT-2 inhibitors, or PPAR-γ agonists have also shown promising results. CONCLUSION Optimization of lifestyle factors (e.g. physical activity), as well as several pharmaceutical agents already in clinical use against diabetes, have shown promising results in improving cognitive function in diabetic patients. An important task for primary health care, where most patients with type 2 diabetes are diagnosed, treated, and followed, is to increase awareness and early detection of cognitive dysfunction in these patients for optimizing risk factor control.
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Affiliation(s)
- Åke Sjöholm
- Department of Internal Medicine, Division of Endocrinology and Diabetology, Gävle Hospital and University of Gävle, Gävle, Sweden
| | - Louise Bennet
- Department of Clinical Sciences, Lund University, Clinical Studies Sweden, Forum South, Skåne University Hospital, Lund, Sweden
| | - Peter M Nilsson
- Department of Clinical Sciences, Lund University, Skåne University Hospital, Malmö, Sweden
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Abdullah Z, Cui Y, Platt RW, Renoux C, Azoulay L, Xia C, Yu OHY. Association between use of sodium-glucose co-transporter-2 inhibitor and the risk of incident dementia: a population-based cohort study. BMJ Open Diabetes Res Care 2025; 13:e004541. [PMID: 39842866 PMCID: PMC11751778 DOI: 10.1136/bmjdrc-2024-004541] [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: 08/19/2024] [Accepted: 12/22/2024] [Indexed: 01/24/2025] Open
Abstract
OBJECTIVES To assess the association between sodium-glucose co-transporter-2 inhibitor (SGLT-2i) use and the risk of incident dementia compared with dipeptidyl peptidase-4 inhibitors (DPP-4i) use among individuals with type 2 diabetes. DESIGN A population-based retrospective cohort study. SETTING The Clinical Practice Research Datalink (CPRD) Aurum database from the UK. PARTICIPANTS Individuals with type 2 diabetes, aged 40 years or older, newly prescribed SGLT-2i or DPP-4i on or after 2013-2021, registered in the CPRD Aurum database. MAIN OUTCOME MEASURE The primary outcome was incident dementia, and the secondary outcome was incident mild cognitive impairment (MCI). Cox proportional hazard models were used to estimate the HR and corresponding 95% CI for the primary and secondary outcomes. Propensity score fine stratification weights were used to adjust for confounding. RESULTS Among a cohort of 118 006 individuals, the incident rate (IR) of dementia was 0.56/1000 person-years over a median follow-up period of 1.54 years among SGLT-2i users compared with 2.67/1000 person-years in DPP-4i users, over a median follow-up period of 1.79 years. The adjusted HR for SGLT-2i use compared with DPP-4i use for dementia was 0.78 (95% CI 0.55 to 1.12), while for MCI was 0.86 (95% CI 0.80 to 0.92). The age-specific stratified analysis demonstrated the adjusted HR for SGLT-2i use compared with DPP-4i use for the risk of incident dementia among elderly, aged ≥65 years, was 0.50 (95% CI 0.31 to 0.80). CONCLUSION Primary findings did not yield conclusive evidence to infer an association between SGLT-2i use and the risk of incident dementia.
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Affiliation(s)
- Zarin Abdullah
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Québec, Canada
- Lady Davis Institute for Medical Research Centre for Clinical Epidemiology, Montreal, Québec, Canada
| | - Ying Cui
- Lady Davis Institute for Medical Research Centre for Clinical Epidemiology, Montreal, Québec, Canada
| | - Robert W Platt
- Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Québec, Canada
- Centre for Clinical Epidemiology, Lady Davis Institute for Medical Research, Montreal, Québec, Canada
| | - Christel Renoux
- Lady Davis Institute for Medical Research Centre for Clinical Epidemiology, Montreal, Québec, Canada
- Department of Neurology and Neurosurgery, McGill University, Montreal, Québec, Canada
| | - Laurent Azoulay
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Québec, Canada
- Lady Davis Institute for Medical Research Centre for Clinical Epidemiology, Montreal, Québec, Canada
| | - Chenjie Xia
- Department of Neurology and Neurosurgery, McGill University, Montreal, Québec, Canada
| | - Oriana Hoi Yun Yu
- Lady Davis Institute for Medical Research Centre for Clinical Epidemiology, Montreal, Québec, Canada
- Department of Medicine, McGill University, Montreal, Québec, Canada
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Sunwoo Y, Park J, Choi CY, Shin S, Choi YJ. Risk of Dementia and Alzheimer's Disease Associated With Antidiabetics: A Bayesian Network Meta-Analysis. Am J Prev Med 2024; 67:434-443. [PMID: 38705542 DOI: 10.1016/j.amepre.2024.04.014] [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: 01/16/2024] [Revised: 04/29/2024] [Accepted: 04/30/2024] [Indexed: 05/07/2024]
Abstract
INTRODUCTION Dementia risk is substantially elevated in patients with diabetes. However, evidence on dementia risk associated with various antidiabetic regimens is still limited. This study aims to comprehensively investigate the risk of dementia and Alzheimer's disease (AD) associated with various antidiabetic classes. METHODS Cochrane Central Register of Controlled Trials, Embase, MEDLINE (PubMed), and Scopus were searched from inception to March 2024 (PROSPERO CRD 42022365927). Observational studies investigating dementia and AD incidences after antidiabetic initiation were identified. Bayesian network meta-analysis was performed to determine dementia and AD risks associated with antidiabetics. Preferred Reporting Items for Systematic Reviews-Network Meta-Analyses (PRISMA-NMA) guidelines were followed. Statistical analysis was performed and updated in November 2023 and March 2024, respectively. RESULTS A total of 1,565,245 patients from 16 studies were included. Dementia and AD risks were significantly lower with metformin and sodium glucose co-transporter-2 inhibitors (SGLT2i). Metformin displayed the lowest risk of dementia across diverse antidiabetics, whereas α-glucosidase inhibitors demonstrated the highest risk. SGLT2i exhibited the lowest dementia risk across second-line antidiabetics. Dementia risk was significantly higher with dipeptidyl peptidase-4 inhibitor (DPP4i), metformin, sulfonylureas, and thiazolidinediones (TZD) compared to SGLT2i in the elderly (≥75 years). Dementia risk associated with metformin was substantially lower, regardless of diabetic complication status or baseline A1C. DISCUSSION Metformin and SGLT2i demonstrated lower dementia risk than other antidiabetic classes. Patient-specific factors may affect this relationship and cautious interpretation is warranted as metformin is typically initiated at an earlier stage with fewer complications. Hence, further large-scaled clinical trials are required.
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Affiliation(s)
- Yongjun Sunwoo
- Department of Pharmacy, College of Pharmacy, Kyung Hee University, Seoul, Korea; Department of Regulatory Science, Graduate School, Kyung Hee University, Seoul, Korea; Institute of Regulatory Innovation Through Science (IRIS), Kyung Hee University, Seoul, Korea
| | - Jaeho Park
- Department of Pharmacy, College of Pharmacy, Kyung Hee University, Seoul, Korea
| | - Chang-Young Choi
- Department of Internal Medicine, Ajou University Medical Center, Suwon, Korea
| | - Sooyoung Shin
- Department of Pharmacy, College of Pharmacy, Ajou University, Suwon, Korea; Research Institute of Pharmaceutical Science and Technology (RIPST), Ajou University, Suwon, Korea
| | - Yeo Jin Choi
- Department of Pharmacy, College of Pharmacy, Kyung Hee University, Seoul, Korea; Department of Regulatory Science, Graduate School, Kyung Hee University, Seoul, Korea; Institute of Regulatory Innovation Through Science (IRIS), Kyung Hee University, Seoul, Korea.
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Aguirre-Vidal Y, Montes S, Mota-López AC, Navarrete-Vázquez G. Antidiabetic drugs in Parkinson's disease. Clin Park Relat Disord 2024; 11:100265. [PMID: 39149559 PMCID: PMC11325349 DOI: 10.1016/j.prdoa.2024.100265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 06/04/2024] [Accepted: 07/13/2024] [Indexed: 08/17/2024] Open
Abstract
This review explores the intricate connections between type 2 diabetes (T2D) and Parkinson's disease (PD), both prevalent chronic conditions that primarily affect the aging population. These diseases share common early biochemical pathways that contribute to tissue damage. This manuscript also systematically compiles potential shared cellular mechanisms between T2D and PD and discusses the literature on the utilization of antidiabetic drugs as potential therapeutic options for PD. This review encompasses studies investigating the experimental and clinical efficacy of antidiabetic drugs in the treatment of Parkinson's disease, along with the proposed mechanisms of action. The exploration of the benefits of antidiabetic drugs in PD presents a promising avenue for the treatment of this neurodegenerative disorder.
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Affiliation(s)
- Yoshajandith Aguirre-Vidal
- Red de Estudios Moleculares Avanzados, Campus III, Instituto de Ecología A.C. (INECOL), Xalapa, 91073 Veracruz, Mexico
| | - Sergio Montes
- Unidad Académica Multidisciplinaria, Reynosa-Aztlan, Reynosa 88740, Tamaulipas, Mexico
| | - Ana Carolina Mota-López
- Red de Estudios Moleculares Avanzados, Campus III, Instituto de Ecología A.C. (INECOL), Xalapa, 91073 Veracruz, Mexico
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Newby D, Taylor N, Joyce DW, Winchester LM. Optimising the use of electronic medical records for large scale research in psychiatry. Transl Psychiatry 2024; 14:232. [PMID: 38824136 PMCID: PMC11144247 DOI: 10.1038/s41398-024-02911-1] [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: 02/17/2023] [Revised: 04/13/2024] [Accepted: 04/15/2024] [Indexed: 06/03/2024] Open
Abstract
The explosion and abundance of digital data could facilitate large-scale research for psychiatry and mental health. Research using so-called "real world data"-such as electronic medical/health records-can be resource-efficient, facilitate rapid hypothesis generation and testing, complement existing evidence (e.g. from trials and evidence-synthesis) and may enable a route to translate evidence into clinically effective, outcomes-driven care for patient populations that may be under-represented. However, the interpretation and processing of real-world data sources is complex because the clinically important 'signal' is often contained in both structured and unstructured (narrative or "free-text") data. Techniques for extracting meaningful information (signal) from unstructured text exist and have advanced the re-use of routinely collected clinical data, but these techniques require cautious evaluation. In this paper, we survey the opportunities, risks and progress made in the use of electronic medical record (real-world) data for psychiatric research.
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Affiliation(s)
- Danielle Newby
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Centre for Statistics in Medicine, University of Oxford, Oxford, UK
| | - Niall Taylor
- Department of Psychiatry, University of Oxford, Oxford, UK
| | - Dan W Joyce
- Department of Primary Care and Mental Health and Civic Health, Innovation Labs, Institute of Population Health, University of Liverpool, Liverpool, UK
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Aderinto N, Olatunji G, Kokori E, Fawehinmi P, Moradeyo A, Igwe S, Ojabo R, Alabi BO, Okafor EC, Ologbe D, Olafimihan A, Olawade DB. Metformin mitigates dementia risk among individuals with type 2 diabetes. Clin Diabetes Endocrinol 2024; 10:10. [PMID: 38725077 PMCID: PMC11084076 DOI: 10.1186/s40842-024-00168-7] [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: 12/26/2023] [Accepted: 01/18/2024] [Indexed: 05/12/2024] Open
Abstract
This mini-narrative review explores the relationship between diabetes and dementia, focusing on the potential mitigating role of metformin in reducing cognitive decline among individuals with type 2 diabetes. The interplay of factors such as glycemic control, diabetic complications, and lifestyle influences characterises diabetes-related dementia. This review emphasises the significance of comprehensive diabetes management in addressing the heightened risk of dementia in this population. Methodologically, the review synthesises evidence from 23 studies retrieved through searches on PubMed, Embase, Google Scholar, and Scopus. Current evidence suggests a predominantly positive association between metformin use and a reduced risk of dementia in individuals with diabetes. However, the review shows the complex nature of these outcomes, revealing variations in results in some studies. These discrepancies show the importance of exploring dose-response relationships, long-term effects, and demographic diversity to unravel the complexities of metformin's impact on cognitive health. Limitations in the existing body of research, including methodological disparities and confounding variables, necessitate refined approaches in future studies. Large-scale prospective longitudinal studies and randomised controlled trials focusing specifically on cognitive effects are recommended. Propensity score matching and exploration of molecular mechanisms can enhance the validity of findings in clinical practice. From a clinical perspective, metformin can serve as a potential adjunctive therapy for individuals with diabetes at risk of cognitive decline.
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Affiliation(s)
- Nicholas Aderinto
- Department of Medicine and Surgery, Ladoke Akintola University of Technology, Ogbomoso, Nigeria.
| | - Gbolahan Olatunji
- Department of Medicine and Surgery, University of Ilorin, Ilorin, Nigeria
| | - Emmanuel Kokori
- Department of Medicine and Surgery, University of Ilorin, Ilorin, Nigeria
| | - Praise Fawehinmi
- Southern Illinois University Edwardsville, Edwardsville, IL, USA
| | - Abdulrahmon Moradeyo
- Department of Medicine and Surgery, Ladoke Akintola University of Technology, Ogbomoso, Nigeria
| | - Stephen Igwe
- Department of Medicine and Surgery, University of Ilorin, Ilorin, Nigeria
| | | | | | | | | | | | - David B Olawade
- Department of Allied and Public Health, School of Health, Sport and Bioscience, University of East London, London, UK
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Doran W, Tunnicliffe L, Muzambi R, Rentsch CT, Bhaskaran K, Smeeth L, Brayne C, Williams DM, Chaturvedi N, Eastwood SV, Dunachie SJ, Mathur R, Warren-Gash C. Incident dementia risk among patients with type 2 diabetes receiving metformin versus alternative oral glucose-lowering therapy: an observational cohort study using UK primary healthcare records. BMJ Open Diabetes Res Care 2024; 12:e003548. [PMID: 38272537 PMCID: PMC10823924 DOI: 10.1136/bmjdrc-2023-003548] [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: 05/23/2023] [Accepted: 12/21/2023] [Indexed: 01/27/2024] Open
Abstract
INTRODUCTION 4.2 million individuals in the UK have type 2 diabetes, a known risk factor for dementia and mild cognitive impairment (MCI). Diabetes treatment may modify this association, but existing evidence is conflicting. We therefore aimed to assess the association between metformin therapy and risk of incident all-cause dementia or MCI compared with other oral glucose-lowering therapies (GLTs). RESEARCH DESIGN AND METHODS We conducted an observational cohort study using the Clinical Practice Research Datalink among UK adults diagnosed with diabetes at ≥40 years between 1990 and 2019. We used an active comparator new user design to compare risks of dementia and MCI among individuals initially prescribed metformin versus an alternative oral GLT using Cox proportional hazards regression controlling for sociodemographic, lifestyle and clinical confounders. We assessed for interaction by age and sex. Sensitivity analyses included an as-treated analysis to mitigate potential exposure misclassification. RESULTS We included 211 396 individuals (median age 63 years; 42.8% female), of whom 179 333 (84.8%) initiated on metformin therapy. Over median follow-up of 5.4 years, metformin use was associated with a lower risk of dementia (adjusted HR (aHR) 0.86 (95% CI 0.79 to 0.94)) and MCI (aHR 0.92 (95% CI 0.86 to 0.99)). Metformin users aged under 80 years had a lower dementia risk (aHR 0.77 (95% CI 0.68 to 0.85)), which was not observed for those aged ≥80 years (aHR 0.95 (95% CI 0.87 to 1.05)). There was no interaction with sex. The as-treated analysis showed a reduced effect size compared with the main analysis (aHR 0.90 (95% CI 0.83 to 0.98)). CONCLUSIONS Metformin use was associated with lower risks of incident dementia and MCI compared with alternative GLT among UK adults with diabetes. While our findings are consistent with a neuroprotective effect of metformin against dementia, further research is needed to reduce risks of confounding by indication and assess causality.
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Affiliation(s)
- William Doran
- Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, UK
| | - Louis Tunnicliffe
- Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, UK
| | - Rutendo Muzambi
- Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, UK
| | - Christopher T Rentsch
- Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, UK
- Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - Krishnan Bhaskaran
- Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, UK
| | - Liam Smeeth
- Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, UK
| | - Carol Brayne
- Cambridge Public Health, University of Cambridge, Cambridge, UK
| | - Dylan M Williams
- MRC Unit for Lifelong Health and Ageing, University College London, London, UK
| | - Nish Chaturvedi
- MRC Unit for Lifelong Health and Ageing, University College London, London, UK
| | - Sophie V Eastwood
- MRC Unit for Lifelong Health and Ageing, University College London, London, UK
| | - Susanna J Dunachie
- NDM Centre for Global Health Research, Nuffield Department of Medicine, University of Oxford, Oxford, UK
- NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Rohini Mathur
- Centre for Primary Care, Wolfson Institute of Population Health, Queen Mary University of London, London, UK
| | - Charlotte Warren-Gash
- Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, UK
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12
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Tahmi M, Benitez R, Luchsinger JA. Metformin as a Potential Prevention Strategy for Alzheimer's Disease and Alzheimer's Disease Related Dementias. J Alzheimers Dis 2024; 101:S345-S356. [PMID: 39422959 DOI: 10.3233/jad-240495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Abstract
Background Metformin is a safe and effective medication for type 2 diabetes (T2D) that has been proposed to decrease the risk of aging related disorders including Alzheimer's disease (AD) and Alzheimer's disease related disorders(ADRD). Objective This review seeks to summarize findings from studies examining the association of metformin with AD/ADRD related outcomes. Methods This is a narrative review of human studies, including observational studies and clinical trials, examining the association of metformin with cognitive and brain outcomes. We used PubMed as the main database for our literature search with a focus on English language human studies including observational studies and clinical trials. We prioritized studies published from 2013 until February 15, 2024. Results Observational human studies are conflicting, but those with better study designs suggest that metformin use in persons with T2D is associated with a lower risk of dementia. However, these observational studies are limited by the use of administrative data to ascertain metformin use and/or cognitive outcomes. There are few clinical trials in persons without T2D that have small sample sizes and short durations but suggest that metformin could prevent AD/ADRD. There are ongoing studies including large clinical trials with long duration that are testing the effect of metformin on AD/ADRD outcomes in persons without T2D at risk for dementia. Conclusions Clinical trial results are needed to establish the effect of metformin on the risk of AD and ADRD.
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Affiliation(s)
- Mouna Tahmi
- Department of Neurology, State University of New York Downstate Medical Center, Brooklyn, NY, USA
| | - Richard Benitez
- Departments of Medicine, College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA
| | - José A Luchsinger
- Departments of Medicine, College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, USA
- Department of Epidemiology, Joseph P. Mailman School of Public Health, Columbia University Irving Medical Center, New York, NY, USA
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13
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Wu CY, Wang C, Saskin R, Shah BR, Kapral MK, Lanctôt KL, Herrmann N, Cogo-Moreira H, MacIntosh BJ, Edwards JD, Swardfager W. No association between metformin initiation and incident dementia in older adults newly diagnosed with diabetes. J Intern Med 2024; 295:68-78. [PMID: 37747779 DOI: 10.1111/joim.13723] [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] [Indexed: 09/26/2023]
Abstract
BACKGROUND Metformin has been suggested to reduce dementia risk; however, most epidemiologic studies have been limited by immortal time bias or confounding due to disease severity. OBJECTIVES To investigate the association of metformin initiation with incident dementia using strategies that mitigate these important sources of bias. METHODS Residents of Ontario, Canada ≥66 years newly diagnosed with diabetes from January 1, 2008 to December 31, 2017 entered this retrospective population-based cohort. To consider the indication for metformin monotherapy initiation, people with hemoglobin A1c of 6.5%-8.0% and estimated glomerular filtration rate ≥45 mL/min/1.73 m2 were selected. Using the landmark method to address immortal time bias, exposure was grouped into "metformin monotherapy initiation within 180 days after new diabetes diagnosis" or "no glucose-lowering medications within 180 days." To address disease latency, 1-year lag time was applied to the end of the 180-day landmark period. Incident dementia was defined using a validated algorithm for Alzheimer's disease and related dementias. Adjusted hazard ratios (aHR) and confidence intervals (CIs) were estimated from propensity-score weighted Cox proportional hazard models. RESULTS Over mean follow-up of 6.77 years from cohort entry, metformin initiation within 180 days after new diabetes diagnosis (N = 12,331; 978 events; 65,762 person-years) showed no association with dementia risk (aHR [95% CI] = 1.05 [0.96-1.15]), compared to delayed or no glucose-lowering medication initiation (N = 22,369; 1768 events; 117,415 person-years). CONCLUSION Early metformin initiation was not associated with incident dementia in older adults newly diagnosed with diabetes. The utility of metformin to prevent dementia was not supported.
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Affiliation(s)
- Che-Yuan Wu
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario, Canada
- Sandra Black Centre for Brain Resilience and Recovery, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario, Canada
| | | | | | - Baiju R Shah
- ICES, Toronto, Ontario, Canada
- Divisions of Endocrinology and Obstetric Medicine, Department of Medicine, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Moira K Kapral
- ICES, Toronto, Ontario, Canada
- Institute for Health Policy, Management, and Evaluation, University of Toronto, Toronto, Ontario, Canada
- Division of General Internal Medicine, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Krista L Lanctôt
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario, Canada
- Sandra Black Centre for Brain Resilience and Recovery, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- KITE University Health Network Toronto Rehabilitation Institute, Toronto, Ontario, Canada
| | - Nathan Herrmann
- Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Hugo Cogo-Moreira
- Faculty of Education, ICT, and Learning, Østfold University College, Halden, Norway
| | - Bradley J MacIntosh
- Sandra Black Centre for Brain Resilience and Recovery, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario, Canada
- Department of Radiology and Nuclear Medicine, Computational Radiology & Artificial Intelligence (CRAI), Oslo University Hospital, Oslo, Norway
- Department of Medical Biophysics, University of Toronto, Toronto, Ontario, Canada
| | - Jodi D Edwards
- University of Ottawa Heart Institute, University of Ottawa, Ottawa, Ontario, Canada
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
- ICES, Ottawa, Ontario, Canada
| | - Walter Swardfager
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario, Canada
- Sandra Black Centre for Brain Resilience and Recovery, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario, Canada
- KITE University Health Network Toronto Rehabilitation Institute, Toronto, Ontario, Canada
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14
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Xie Y, Wang J, Jiang J, Liu F, Zhang Y. Do oral antidiabetic medications alter the risk of Parkinson's disease? An updated systematic review and meta-analysis. Neurol Sci 2023; 44:4193-4203. [PMID: 37500992 DOI: 10.1007/s10072-023-06965-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 07/14/2023] [Indexed: 07/29/2023]
Abstract
BACKGROUND Diabetes mellitus is a known risk factor for Parkinson's disease (PD), but does this risk vary with antidiabetic medications is still unclear. This meta-analysis aims to compile evidence from the literature to assess the risk of idiopathic PD with various oral antidiabetic medications. METHODS Databases PubMed, CENTRAL, Scopus, Web of Science, and Embase were searched till 5th April 2023. Adjusted outcomes were pooled to generate a hazard ratio (HR) on the risk of PD with different antidiabetic medications. RESULTS Fifteen studies with 2,910,405 diabetic patients were eligible. Pooled analysis failed to show any significant difference in the risk of PD among users of metformin (HR: 1.05 95% CI: 0.91, 1.22 I2 = 81%), glitazones (HR: 0.84 95% CI: 0.68, 1.05 I2 = 91%), glucagon-like peptide-1 agonists (HR: 0.63 95% CI: 0.26, 1.55 I2 = 33%), and sulfonylureas (HR: 1.13 95% CI: 0.96, 1.32 I2 = 76%). However, a meta-analysis of four studies showed that dipeptidyl peptidase-4 inhibitor use was associated with reduced risk of PD in diabetics (HR: 0.69 95% CI: 0.56, 0.86 I2 = 46%). Insufficient data was available on sodium-glucose cotransporter-2 inhibitors, α-glucosidase inhibitors, and glinides. CONCLUSIONS Limited retrospective evidence indicates that DPP4i may reduce the risk of idiopathic PD in diabetics. Metformin, sulfonylureas, glucagon-like peptide-1 agonists, and glitazones were not associated with any change in the risk of PD. Further studies taking into confounding factors and using a common comparator group are needed to strengthen present evidence.
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Affiliation(s)
- Yanna Xie
- Affiliated Hospital of Shaoxing University, NO. 999, Zhongxing South Road, Shaoxing City, Zhejiang Province, China
| | - Jialiang Wang
- Affiliated Hospital of Shaoxing University, NO. 999, Zhongxing South Road, Shaoxing City, Zhejiang Province, China
| | - Jie Jiang
- Affiliated Hospital of Shaoxing University, NO. 999, Zhongxing South Road, Shaoxing City, Zhejiang Province, China
| | - Furong Liu
- Affiliated Hospital of Shaoxing University, NO. 999, Zhongxing South Road, Shaoxing City, Zhejiang Province, China
| | - Yifang Zhang
- Affiliated Hospital of Shaoxing University, NO. 999, Zhongxing South Road, Shaoxing City, Zhejiang Province, China.
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15
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Slouha E, Ibrahim F, Rezazadah A, Esposito S, Clunes LA, Kollias TF. Anti-diabetics and the Prevention of Dementia: A Systematic Review. Cureus 2023; 15:e49515. [PMID: 38152822 PMCID: PMC10752751 DOI: 10.7759/cureus.49515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/26/2023] [Indexed: 12/29/2023] Open
Abstract
Type 2 diabetes mellitus (T2DM) is a worldwide epidemic that is only increasing as the years progress, and as of 2019, affecting over 37 million. T2DM is a chronic condition caused by reduced insulin secretion and increased insulin resistance. Due to insulin not operating at optimal conditions, blood glucose rises and remains high, thus disturbing metabolic hemostasis. Many complications can arise from T2DM, such as coronary vascular disease, kidney damage, eye damage, and, quite significantly, dementia. It is theorized that dementia from T2DM stems from the fact that the brain is susceptible to hyperglycemic conditions, which are promoted by the increase in insulin resistance of target cells in the central nervous system. This directly affects cognitive processes and memory, which correlates to decreased temporal and front lobes volume. The risk of diabetic complications can be minimized with therapeutic interventions such as oral-antidiabetic (OAD) agents and insulin. Several OADs are on the market, but the first-line agent is metformin, a biguanide that decreases glucose production and increases insulin sensitivity. This paper aims to determine if currently prescribed OADs can help slow cognitive decline and reduce the risk and incidence of dementia as a complication of T2DM. Studies found that, for the most part, all OADs except sulfonylureas (SU) significantly slowed the decline of cognitive function and reduced the risk and incidence of dementia. SU's were shown to increase the risk of dementia in most studies. Of all the OADs, thiazolidinediones may be the most beneficial drug class for reducing the risk of dementia in T2DM patients. Future research should focus on whether early intervention with specific classes of OADs can not only improve glycemic control, leading to decreased hyperglycemia but also prevent the build-up of damaged brain tissue and help to reduce the risk and incidence of dementia in patients with T2DM.
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Affiliation(s)
- Ethan Slouha
- Anatomical Sciences, St. George's University School of Medicine, True Blue, GRD
| | - Fadi Ibrahim
- Pharmacology, St. George's University School of Medicine, True Blue, GRD
| | - Atbeen Rezazadah
- Pharmacology, St. George's University School of Medicine, True Blue, GRD
| | - Sarah Esposito
- Pharmacology, St. George's University School of Medicine, True Blue, GRD
| | - Lucy A Clunes
- Pharmacology, St. George's University, St George's, GRD
| | - Theofanis F Kollias
- Microbiology, Immunology and Pharmacology, St. George's University School of Medicine, True Blue, GRD
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16
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Mantik KEK, Kim S, Gu B, Moon S, Kwak HB, Park DH, Kang JH. Repositioning of Anti-Diabetic Drugs against Dementia: Insight from Molecular Perspectives to Clinical Trials. Int J Mol Sci 2023; 24:11450. [PMID: 37511207 PMCID: PMC10380685 DOI: 10.3390/ijms241411450] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 07/12/2023] [Accepted: 07/13/2023] [Indexed: 07/30/2023] Open
Abstract
Insulin resistance as a hallmark of type 2 DM (T2DM) plays a role in dementia by promoting pathological lesions or enhancing the vulnerability of the brain. Numerous studies related to insulin/insulin-like growth factor 1 (IGF-1) signaling are linked with various types of dementia. Brain insulin resistance in dementia is linked to disturbances in Aβ production and clearance, Tau hyperphosphorylation, microglial activation causing increased neuroinflammation, and the breakdown of tight junctions in the blood-brain barrier (BBB). These mechanisms have been studied primarily in Alzheimer's disease (AD), but research on other forms of dementia like vascular dementia (VaD), Lewy body dementia (LBD), and frontotemporal dementia (FTD) has also explored overlapping mechanisms. Researchers are currently trying to repurpose anti-diabetic drugs to treat dementia, which are dominated by insulin sensitizers and insulin substrates. Although it seems promising and feasible, none of the trials have succeeded in ameliorating cognitive decline in late-onset dementia. We highlight the possibility of repositioning anti-diabetic drugs as a strategy for dementia therapy by reflecting on current and previous clinical trials. We also describe the molecular perspectives of various types of dementia through the insulin/IGF-1 signaling pathway.
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Affiliation(s)
- Keren Esther Kristina Mantik
- Department of Pharmacology, Research Center for Controlling Intercellular Communication, College of Medicine, Inha University, Incheon 22212, Republic of Korea
- Program in Biomedical Science and Engineering, Inha University, Incheon 22212, Republic of Korea
| | - Sujin Kim
- Department of Pharmacology, Research Center for Controlling Intercellular Communication, College of Medicine, Inha University, Incheon 22212, Republic of Korea
| | - Bonsang Gu
- Department of Pharmacology, Research Center for Controlling Intercellular Communication, College of Medicine, Inha University, Incheon 22212, Republic of Korea
- Program in Biomedical Science and Engineering, Inha University, Incheon 22212, Republic of Korea
| | - Sohee Moon
- Department of Pharmacology, Research Center for Controlling Intercellular Communication, College of Medicine, Inha University, Incheon 22212, Republic of Korea
| | - Hyo-Bum Kwak
- Program in Biomedical Science and Engineering, Inha University, Incheon 22212, Republic of Korea
- Department of Kinesiology, College of Arts and Sports, Inha University, Incheon 22212, Republic of Korea
| | - Dong-Ho Park
- Program in Biomedical Science and Engineering, Inha University, Incheon 22212, Republic of Korea
- Department of Kinesiology, College of Arts and Sports, Inha University, Incheon 22212, Republic of Korea
| | - Ju-Hee Kang
- Department of Pharmacology, Research Center for Controlling Intercellular Communication, College of Medicine, Inha University, Incheon 22212, Republic of Korea
- Program in Biomedical Science and Engineering, Inha University, Incheon 22212, Republic of Korea
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17
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Pantea I, Roman N, Repanovici A, Drugus D. Diabetes Patients' Acceptance of Injectable Treatment, a Scientometric Analysis. LIFE (BASEL, SWITZERLAND) 2022; 12:life12122055. [PMID: 36556420 PMCID: PMC9782907 DOI: 10.3390/life12122055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 11/23/2022] [Accepted: 12/05/2022] [Indexed: 12/13/2022]
Abstract
Diabetes is a condition associated with multiple systemic secondary risk factors, besides pancreatic dysfunctions, affecting the population worldwide and with high costs impacting the healthcare systems. This paper aims to identify the major issues in patients' adherence to injectable diabetes treatment. After the interrogation of the Web of Science database, a scientometric map was generated, from which six directions of approach were identified as essential factors influencing the patient's adherence. These directions yielded clusters of related articles. Glycemic control with the endocrinology metabolic implications, lifestyle adjustments, the healthcare services, medication therapy algorithm, healthcare services digitalization and healthcare policies seem to have a major impact on injectable diabetes therapy and patient adherence. Further research on every one of the six directions is needed to identify the potential of increasing injectable treatment adherence in diabetes patients.
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Affiliation(s)
- Ileana Pantea
- Faculty of Medicine, Transilvania University of Brasov, 500036 Brasov, Romania
| | - Nadinne Roman
- Faculty of Medicine, Transilvania University of Brasov, 500036 Brasov, Romania
| | - Angela Repanovici
- Faculty of Product Design and Environment, Transilvania University of Brasov, 500036 Brasov, Romania
- Correspondence:
| | - Daniela Drugus
- Faculty of Medicine, University of Medicine and Farmacy Grigore T. Popa, 700115 Iasi, Romania
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