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Multi-transcriptomic analysis points to early organelle dysfunction in human astrocytes in Alzheimer's disease
- Source :
- Neurobiol Dis, Neurobiology of Disease, Vol 166, Iss, Pp 105655-(2022), Neurobiology of Disease, Neurobiology of Disease, 2022, 166, pp.105655. ⟨10.1016/j.nbd.2022.105655⟩
- Publication Year :
- 2021
-
Abstract
- International audience; The phenotypic transformation of astrocytes in Alzheimer’s disease (AD) is still not well understood. Recentanalyses based on single-nucleus RNA sequencing of postmortem Alzheimer’s disease (AD) samples are limited bythe low number of sequenced astrocytes, small cohort sizes, and low number of differentially expressed genesdetected. To optimize the detection of astrocytic genes, we employed a novel strategy consisting of the localization of pre-determined astrocyte and neuronal gene clusters in publicly available whole-brain transcriptomes.Specifically, we used cortical transcriptomes from 766 individuals, including cognitively normal subjects(Controls), and people diagnosed with mild cognitive impairment (MCI) or dementia due to AD. Samples camefrom three independent cohorts organized by the Mount Sinai Hospital, the Mayo Clinic, and the Religious OrderStudy/Memory and Aging Project (ROSMAP). Astrocyte- and neuron-specific gene clusters were generated fromhuman brain cell-type specific RNAseq data using hierarchical clustering and cell-type enrichment scoring. Genesfrom each cluster were manually annotated according to cell-type specific functional Categories. Gene SetVariation Analysis (GSVA) and Principal Component Analysis (PCA) were used to establish changes in thesefunctional categories among clinical cohorts. We highlight three novel findings of the study. First, individualswith the same clinical diagnosis were molecularly heterogeneous. Particularly in the Mayo Clinic and ROSMAPcohorts, over 50% of Controls presented down-regulation of genes encoding synaptic proteins typical of AD,whereas 30% of patients diagnosed with dementia due to AD presented Control-like transcriptomic profiles.Second, down-regulation of neuronal genes related to synaptic proteins coincided, in astrocytes, with upregulation of genes related to perisynaptic astrocytic processes (PAP) and down-regulation of genes encoding endolysosomal and mitochondrial proteins. Third, down-regulation of astrocytic mitochondrial genes inverselycorrelated with the disease stages defined by Braak and CERAD scoring. Finally, we interpreted these changes asmaladaptive or adaptive from the point of view of astrocyte biology in a model of the phenotypical transformation of astrocytes in AD. The main prediction is that early malfunction of the astrocytic endolysosomal system, associated with progressive mitochondrial dysfunction, contribute to Alzheimer’s disease. If this prediction is correct, therapies preventing organelle dysfunction in astrocytes may be beneficial in preclinical and clinical AD.
- Subjects :
- Organelles
0303 health sciences
Gene Expression Profiling
Neurosciences. Biological psychiatry. Neuropsychiatry
Alzheimer's disease
Hierarchical clustering
MCI
Article
Mitochondria
3. Good health
03 medical and health sciences
0302 clinical medicine
Neurology
Alzheimer Disease
Perisynaptic astrocyte processes
Astrocytes
Humans
[SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC]
Cognitive Dysfunction
Transcriptome
030217 neurology & neurosurgery
RC321-571
030304 developmental biology
Subjects
Details
- ISSN :
- 1095953X and 09699961
- Volume :
- 166
- Database :
- OpenAIRE
- Journal :
- Neurobiology of disease
- Accession number :
- edsair.doi.dedup.....661f43cb4a1ab456323ac92b4b8b99a2