Human genetics and real‐world patient data fuel target and drug discovery in Alzheimer's disease using Artificial Intelligence

Combining genetics and real-world patient data via AI/ML technologies identifies potential therapeutic targets and medicines for AD. Further functional and clinical validation of candidate targets and drugs in ethnically diverse population are warranted.

Authors

Institutions

Publication Details

Journal
Alzheimer s & Dementia
Published
2025-12-01
DOI
https://doi.org/10.1002/alz70855_101947
Primary Topic
Genetic Associations and Epidemiology
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Human genetics and real‐world patient data fuel target and drug discovery in Alzheimer's disease using Artificial Intelligence

Yuan Hou, Andrew A. Pieper, Feixiong Cheng, Jonathan L Haines et al.
Alzheimer s & Dementia
Genetic Associations and Epidemiology
article

Human genetics and real‐world patient data fuel target and drug discovery in Alzheimer's disease using Artificial Intelligence

Yuan Hou, Andrew A. Pieper, Feixiong Cheng, Jonathan L Haines, Jeffrey L. Cummings
article en

Abstract

Combining genetics and real-world patient data via AI/ML technologies identifies potential therapeutic targets and medicines for AD. Further functional and clinical validation of candidate targets and drugs in ethnically diverse population are warranted.

Alzheimer s & DementiaVol. 21(S1)
Cleveland Clinic (US), University of Nevada, Las Vegas (US), Lou Ruvo Brain Institute (US), University Hospitals Cleveland Medical Center (US), Louis Stokes Cleveland VA Medical Center (US), University School (US), Case Western Reserve University (US)
Openalex Percentile: Top 25%
Genetic Associations and Epidemiology
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.