Heterogeneous treatment effects of metformin on risk of dementia in patients with type 2 diabetes: A longitudinal observational study

被引:14
作者
Tang, Huilin [1 ]
Guo, Jingchuan [1 ,2 ]
Shaaban, C. Elizabeth [3 ,4 ]
Feng, Zheng [5 ]
Wu, Yonghui [5 ]
Magoc, Tanja [6 ]
Hu, Xia [7 ]
Donahoo, William T. [8 ]
DeKosky, Steven T. [9 ,10 ,11 ]
Bian, Jiang [5 ]
机构
[1] Univ Florida, Dept Pharmaceut Outcomes & Policy, Coll Pharm, Gainesville, FL 32610 USA
[2] Univ Florida, Ctr Drug Evaluat & Safety, Gainesville, FL USA
[3] Univ Pittsburgh, Sch Publ Hlth, Dept Epidemiol, Pittsburgh, PA USA
[4] Univ Pittsburgh, Alzheimers Dis Res Ctr, Pittsburgh, PA USA
[5] Univ Florida, Dept Hlth Outcomes & Biomed Informat, Coll Med, Gainesville, FL USA
[6] Univ Florida, Clin & Translat Sci Inst, Gainesville, FL USA
[7] Rice Univ, Dept Comp Sci, DATA Lab, Houston, TX USA
[8] Univ Florida, Dept Med, Coll Med, Gainesville, FL USA
[9] Univ Florida, Dept Neurol, Gainesville, FL USA
[10] Univ Florida, McKnight Brain Inst, Coll Med, Gainesville, FL USA
[11] Univ Florida, Florida Alzheimers Dis Res Ctr ADRC, Gainesville, FL USA
关键词
dementia; diabetes; heterogeneous treatment effect; metformin; ALZHEIMERS-DISEASE; ANTIINFLAMMATORY DRUGS; COGNITIVE DECLINE; TASK-FORCE; POPULATION; DIAGNOSIS; CONSENSUS; MELLITUS; CRITERIA; HEALTH;
D O I
10.1002/alz.13480
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
INTRODUCTION: Little is known about the heterogeneous treatment effects of metformin on dementia risk in people with type 2 diabetes (T2D). METHODS: Participants (>= 50 years) with T2D and normal cognition at baseline were identified from the National Alzheimer's Coordinating Center database (2005-2021). We applied a doubly robust learning approach to estimate risk differences (RD) with a 95% confidence interval (CI) for dementia risk between metformin use and no use in the overall population and subgroups identified through a decision tree model. RESULTS: Among 1393 participants, 104 developed dementia over a 4-year median follow-up. Metformin was significantly associated with a lower risk of dementia in the overall population (RD, -3.2%; 95% CI, -6.2% to -0.2%). We identified four subgroups with varied risks for dementia, defined by neuropsychiatric disorders, non-steroidal anti-inflammatory drugs, and antidepressant use. DISCUSSION: Metformin use was significantly associated with a lower risk of dementia in individuals with T2D, with significant variability among subgroups.
引用
收藏
页码:975 / 985
页数:11
相关论文
共 56 条
[1]   Neuropsychiatric symptoms as risk factors of dementia in a Mexican population: A 10/66 Dementia Research Group study [J].
Acosta, Isaac ;
Borges, Guilherme ;
Aguirre-Hernandez, Rebeca ;
Luisa Sosa, Ana ;
Prince, Martin .
ALZHEIMERS & DEMENTIA, 2018, 14 (03) :271-279
[2]   Diabetes mellitus and Alzheimer's disease: shared pathology and treatment? [J].
Akter, Kawser ;
Lanza, Emily A. ;
Martin, Stephen A. ;
Myronyuk, Natalie ;
Rua, Melanie ;
Raffa, Robert B. .
BRITISH JOURNAL OF CLINICAL PHARMACOLOGY, 2011, 71 (03) :365-376
[3]   9. Pharmacologic Approaches to Glycemic Treatment: Standards of Medical Care in Diabetes-2022 [J].
American Diabetes Association Professional Practice Committee .
DIABETES CARE, 2022, 45 :S125-S143
[4]   2021 Alzheimer's disease facts and figures [J].
不详 .
ALZHEIMERS & DEMENTIA, 2021, 17 (03) :327-406
[5]   Predicting Cognitive Impairment and Dementia: A Machine Learning Approach [J].
Aschwanden, Damaris ;
Aichele, Stephen ;
Ghisletta, Paolo ;
Terracciano, Antonio ;
Kliegel, Matthias ;
Sutin, Angelina R. ;
Brown, Justin ;
Allemand, Mathias .
JOURNAL OF ALZHEIMERS DISEASE, 2020, 75 (03) :717-728
[6]   Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples [J].
Austin, Peter C. .
STATISTICS IN MEDICINE, 2009, 28 (25) :3083-3107
[7]   Characteristics Associated With Decreased or Increased Mortality Risk From Glycemic Therapy Among Patients With Type 2 Diabetes and High Cardiovascular Risk: Machine Learning Analysis of the ACCORD Trial [J].
Basu, Sanjay ;
Raghavan, Sridharan ;
Wexler, Deborah J. ;
Berkowitz, Seth A. .
DIABETES CARE, 2018, 41 (03) :604-612
[8]   Risk of dementia in diabetes mellitus: a systematic review [J].
Biessels, GJ ;
Staekenborg, S ;
Brunner, E ;
Brayne, C ;
Scheltens, P .
LANCET NEUROLOGY, 2006, 5 (01) :64-74
[9]   Anti-inflammatory drugs protect against Alzheimer disease at low doses [J].
Broe, GA ;
Grayson, DA ;
Creasey, HM ;
Waite, LM ;
Casey, BJ ;
Bennett, HP ;
Brooks, WS ;
Halliday, GM .
ARCHIVES OF NEUROLOGY, 2000, 57 (11) :1586-1591
[10]   Metformin Use Associated with Reduced Risk of Dementia in Patients with Diabetes: A Systematic Review and Meta-Analysis [J].
Campbell, Jared M. ;
Stephenson, Matthew D. ;
de Courten, Barbora ;
Chapman, Ian ;
Bellman, Susan M. ;
Aromataris, Edoardo .
JOURNAL OF ALZHEIMERS DISEASE, 2018, 65 (04) :1225-1236