Hippocampal transcriptome-wide association study and pathway analysis of mitochondrial solute carriers in Alzheimer's disease.
Jing TianKun JiaTienju WangLan GuoZhenyu XuanElias K MichaelisRussell H Swerdlownull nullHeng DuPublished in: Translational psychiatry (2024)
The etiopathogenesis of late-onset Alzheimer's disease (AD) is increasingly recognized as the result of the combination of the aging process, toxic proteins, brain dysmetabolism, and genetic risks. Although the role of mitochondrial dysfunction in the pathogenesis of AD has been well-appreciated, the interaction between mitochondrial function and genetic variability in promoting dementia is still poorly understood. In this study, by tissue-specific transcriptome-wide association study (TWAS) and further meta-analysis, we examined the genetic association between mitochondrial solute carrier family (SLC25) genes and AD in three independent cohorts and identified three AD-susceptibility genes, including SLC25A10, SLC25A17, and SLC25A22. Integrative analysis using neuroimaging data and hippocampal TWAS-predicted gene expression of the three susceptibility genes showed an inverse correlation of SLC25A22 with hippocampal atrophy rate in AD patients, which outweighed the impacts of sex, age, and apolipoprotein E4 (ApoE4). Furthermore, SLC25A22 downregulation demonstrated an association with AD onset, as compared with the other two transcriptome-wide significant genes. Pathway and network analysis related hippocampal SLC25A22 downregulation to defects in neuronal function and development, echoing the enrichment of SLC25A22 expression in human glutamatergic neurons. The most parsimonious interpretation of the results is that we have identified AD-susceptibility genes in the SLC25 family through the prediction of hippocampal gene expression. Moreover, our findings mechanistically yield insight into the mitochondrial cascade hypothesis of AD and pave the way for the future development of diagnostic tools for the early prevention of AD from a perspective of precision medicine by targeting the mitochondria-related genes.
Keyphrases
- genome wide
- gene expression
- dna methylation
- late onset
- cerebral ischemia
- oxidative stress
- systematic review
- network analysis
- cognitive decline
- rna seq
- single cell
- end stage renal disease
- bioinformatics analysis
- poor prognosis
- genome wide identification
- mild cognitive impairment
- randomized controlled trial
- signaling pathway
- cell death
- subarachnoid hemorrhage
- metabolic syndrome
- cognitive impairment
- high fat diet
- climate change
- skeletal muscle
- risk assessment
- white matter
- deep learning
- big data
- patient reported
- prognostic factors
- human health
- induced pluripotent stem cells