Data-driven discovery of associations between prescribed drugs and dementia risk: A systematic review

被引:0
作者
Underwood, Benjamin R. [1 ,2 ]
Lourida, Ilianna [3 ]
Gong, Jessica [4 ]
Tamburin, Stefano [5 ]
Tang, Eugene Yee Hing [6 ]
Sidhom, Emad [7 ,8 ]
Tai, Xin You [9 ]
Betts, Matthew J. [10 ,11 ]
Ranson, Janice M. [12 ]
Zachariou, Margarita [13 ]
Olaleye, Olajide E. [14 ]
Das, Saswati [15 ,16 ]
Oxtoby, Neil P. [17 ]
Chen, Shanquan [18 ]
Llewellyn, David J. [12 ,19 ]
Deep Dementia Phenotyping DEMON Network
机构
[1] Univ Cambridge, Fulbourn Hosp Cambridge, Dept Psychiat, Cambridge, England
[2] Univ Cambridge, Cambridgeshire & Peterborough NHS Fdn Trust, Fulbourn Hosp Cambridge, Windsor Unit, Cambridge, England
[3] Univ Exeter, NIHR Appl Res Collaborat South West PenARC, Exeter, England
[4] UCL, Dept Epidemiol & Publ Hlth, London, England
[5] Univ Verona, Dept Neurosci Biomed & Movement Sci, Verona, Italy
[6] Newcastle Univ, Populat Hlth Sci Inst, Newcastle, England
[7] Univ Cambridge, Dept Clin Neurosci, Cambridge, England
[8] Cambridge & Peterborough NHS Fdn Trust, Fulbourn Hosp, Windsor Unit, Cambridge, England
[9] Univ Oxford, Nuffield Dept Clin Neurosci, Oxford, England
[10] Otto von Guericke Univ, Inst Cognit Neurol & Dementia Res, Magdeburg, Germany
[11] German Ctr Neurodegenerat Dis DZNE, Magdeburg, Germany
[12] Univ Exeter, Med Sch, Dept Hlth & Community Sci, Exeter, England
[13] Cyprus Inst Neurol & Genet, Bioinformat Dept, Nicosia, Cyprus
[14] Mayo Clin, Dept Lab Med & Pathol, Rochester, MN USA
[15] Atal Bihari Vajpayee Inst Med Sci, New Delhi, India
[16] Dr Ram Manohar Lohia Hosp, New Delhi, India
[17] UCL, UCL Ctr Med Image Comp, Dept Comp Sci, London, England
[18] London Sch Hyg & Trop Med, Int Ctr Evidence Disabil, London, England
[19] Alan Turing Inst, London, England
基金
英国工程与自然科学研究理事会;
关键词
medications; drug repurposing; electronic health records; machine learning; pharmacoepidemiology; dementia; Alzheimer's disease;
D O I
10.1002/trc2.70037
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Recent clinical trials on slowing dementia progression have led to renewed focus on finding safer, more effective treatments. One approach to identify plausible candidates is to assess whether existing medications for other conditions may affect dementia risk. We conducted a systematic review to identify studies adopting a data-driven approach to investigate the association between a wide range of prescribed medications and dementia risk. We included 14 studies using administrative or medical records data for more than 130 million individuals and 1 million dementia cases. Despite inconsistencies in identifying specific drugs that may modify Alzheimer's or dementia risk, some themes emerged for drug classes with biological plausibility. Antimicrobials, vaccinations, and anti-inflammatories were associated with reduced risk, while diabetes drugs, vitamins and supplements, and antipsychotics were associated with increased risk. We found conflicting evidence for antihypertensives and antidepressants. Drug repurposing for use in dementia is an urgent priority. Our findings offer a basis for prioritizing candidates and exploring underlying mechanisms.
引用
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页数:14
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