medRxivGenetic & Genomic MedicinePreprint
Human brain single nucleus cell type enrichments in neurodegenerative diseases
Chelsea X. AlvaradoiD, Cory A. WelleriD, Nicholas JohnsoniD, Hampton L. LeonardiD, Andrew SingletoniD, Xylena ReediD, Cornelis BlauwendraatiD, Mike A. NallsiD
Abstract
Single cell RNA sequencing has opened a window into clarifying the complex underpinnings of disease, particularly in quantifying the relevance of tissue- and cell-type-specific gene expression. To identify the cell types and genes important to therapeutic target development across the neurodegenerative disease spectrum, we leveraged genome-wide association studies, recent single cell sequencing data, and bulk expression studies in a diverse series of brain region tissues. We were able to identify significant immune-related cell types in the brain across three major neurodegenerative diseases: Alzheimers Disease, Amyotrophic Lateral Sclerosis, and Parkinsons Diseases. Subsequently, we identified the major role of 30 fine-mapped loci implicating seven genes in multiple neurodegenerative diseases and their pathogenesis.
- organism: human
- assay: bulk RNA-seq
- assay: scRNA-seq
- research focus: gene regulatory network inference
- research focus: differential expression
- approach: statistical model
- Citations
- 4
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