Transcriptional landscape of human microglia reveals robust gene expression signatures that implicates age, sex and APOE-related immunometabolic pathway perturbations
biorxiv(2021)
摘要
Microglia have fundamental roles in health and disease, however effects of age, sex and genetic factors on human microglia have not been fully explored. We applied bulk and single cell approaches to comprehensively characterize human microglia transcriptomes and their associations with age, sex and APOE . We identified a novel microglial signature, characterized its expression in bulk data from 1,306 brain samples across 6 regions and in single cell microglia transcriptome. We discovered microglial co-expression network modules associated with age, sex and APOE -ε4 that are enriched for lipid and carbohydrate metabolism genes. Integrated analyses of modules with single cell transcriptomes revealed significant overlap between age-associated module genes and both pro-inflammatory and disease-associated microglial clusters. These modules and clusters harbor known neurodegenerative disease genes including APOE, PLCG2 and BIN1 . These data represent a well-characterized human microglial transcriptome resource; and highlight age, sex and APOE -related microglial immunometabolism perturbations with potential relevance in neurodegeneration.
### Competing Interest Statement
The authors have declared no competing interest.
* AD
: Alzheimer’s disease
APOE
: Apolipoprotein
EBM
: Brodmann’s area
BSA
: Bovine serum albumin
CERAD
: Consortium to Establish a Registry for Alzheimer’s Disease
CNS
: Central nervous system
CQN
: Conditional quantile normalization
DAM
: Disease-associated microglia
DPBS
: Dulbecco’s phosphate buffered saline
FACS
: Fluorescence-activated cell sorting
FPKM
: Fragments per kilobase of transcript per million mapped reads
GEM
: Gel bead-in emulsion
GO
: Gene ontology
MACS
: Magnetic-activated cell sorting
ME
: Module eigengenes
MM
: Module membership
PBS
: Phosphate buffered saline
PC
: Principal component
PCA
: Principle component analysis
PFA
: Paraformaldehyde
QC
: Quality control
RNAseq
: RNA sequencing
ROSMAP
: Rush University Religious Order Study-Memory and Aging Project
scRNAseq
: Single cell RNA sequencing
snRNAseq
: Single nuclei RNA sequencing
UMI
: Unique molecular identifier
WGCNA
: Weighted gene co-expression network analysis
更多查看译文
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要