Identification of immune cells infiltrating in hippocampus and key genes associated with Alzheimer's disease.
BMC Med Genomics
; 16(1): 53, 2023 03 13.
Article
in En
| MEDLINE
| ID: mdl-36915078
Alzheimer's disease (AD) is the most prevalent cause of dementia and is primarily associated with memory impairment and cognitive decline, but the etiology of AD has not been elucidated. In recent years, evidence has shown that immune cells play critical roles in AD pathology. In the current study, we collected the transcriptomic data of the hippocampus from gene expression omnibus database, and investigated the effect of immune cell infiltration in the hippocampus on AD, and analyzed the key genes that influence the pathogenesis of AD patients. The results revealed that the relative abundance of immune cells in the hippocampus of AD patients was altered. Of all given 28 kinds of immune cells, monocytes were the important immune cell associated with AD. We identified 4 key genes associated with both AD and monocytes, including KDELR1, SPTAN1, CDC16 and RBBP6, and they differentially expressed in 5XFAD mice and WT mice. The logistic regression and random forest models based on the 4 key genes could effectively distinguish AD from healthy samples. Our research provided a new perspective on immunotherapy for AD patients.
Key words
Full text:
1
Collection:
01-internacional
Database:
MEDLINE
Main subject:
Alzheimer Disease
/
Cognitive Dysfunction
Type of study:
Diagnostic_studies
/
Risk_factors_studies
Limits:
Animals
Language:
En
Journal:
BMC Med Genomics
Journal subject:
GENETICA MEDICA
Year:
2023
Document type:
Article
Affiliation country:
Country of publication: