Network models suggest constitutional expression of innate immune molecules are protective against amyloid and tau propagation

We present a novel framework that enables integration of microscopic and macroscopic data in neurodegeneration. Our model suggested constitutional expression of innate immune molecules are protective against Alzheimer's pathologies' propagation, and supports a protective role of neuroinflammation in early AD.

Authors

Institutions

Publication Details

Journal
Alzheimer s & Dementia
Published
2025-12-01
DOI
https://doi.org/10.1002/alz70855_098143
Citations
1
Primary Topic
Alzheimer's disease research and treatments
Type
article
Field-Weighted Citation Impact
1.16
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Network models suggest constitutional expression of innate immune molecules are protective against amyloid and tau propagation

Fangda Leng, Paul Edison, ADNI, Yang Zhiyuan
1 citations
Alzheimer s & Dementia
Alzheimer's disease research and treatments
1.16
article

Network models suggest constitutional expression of innate immune molecules are protective against amyloid and tau propagation

Fangda Leng, Paul Edison, ADNI, Yang Zhiyuan
article en
1 citations

Abstract

We present a novel framework that enables integration of microscopic and macroscopic data in neurodegeneration. Our model suggested constitutional expression of innate immune molecules are protective against Alzheimer's pathologies' propagation, and supports a protective role of neuroinflammation in early AD.

Alzheimer s & DementiaVol. 21(S1)
University of California, San Francisco (US), Peking University (CN), Peking University First Hospital (CN), University College London (GB), Imperial College London (GB)
Peace, Justice and strong institutions
Openalex Percentile: Top 15%
Alzheimer's disease research and treatments
1.16
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.