A cortical immune network map identifies distinct microglial transcriptional programs associated with β-amyloid and Tau pathologies.
Ellis PatrickMarta OlahMariko TagaHans-Ulrich KleinJishu XuCharles C WhiteDaniel FelskySonal AgrawalChris GaiteriLori B ChibnikSara MostafaviJulie A SchneiderDavid A BennettElizabeth M BradshawPhilip Lawrence De JagerPublished in: Translational psychiatry (2021)
Microglial dysfunction has been proposed as one of the many cellular mechanisms that can contribute to the development of Alzheimer's disease (AD). Here, using a transcriptional network map of the human frontal cortex, we identify five modules of co-expressed genes related to microglia and assess their role in the neuropathologic features of AD in 540 subjects from two cohort studies of brain aging. Two of these transcriptional programs-modules 113 and 114-relate to the accumulation of β-amyloid, while module 5 relates to tau pathology. We replicate these associations in brain epigenomic data and in two independent datasets. In terms of tau, we propose that module 5, a marker of activated microglia, may lead to tau accumulation and subsequent cognitive decline. We validate our model further by showing that three representative module 5 genes (ACADVL, TRABD, and VASP) encode proteins that are upregulated in activated microglia in AD.
Keyphrases
- cognitive decline
- inflammatory response
- neuropathic pain
- functional connectivity
- resting state
- cerebrospinal fluid
- mild cognitive impairment
- genome wide
- gene expression
- transcription factor
- lipopolysaccharide induced
- lps induced
- public health
- endothelial cells
- white matter
- network analysis
- bioinformatics analysis
- oxidative stress
- heat shock
- spinal cord
- electronic health record
- spinal cord injury
- big data
- working memory
- dna methylation
- multiple sclerosis
- artificial intelligence
- pluripotent stem cells
- single cell