bioRxivNeurosciencePreprint
Cell type-specific genetic regulation of expression in the granule cell layer of the human dentate gyrus
Andrew E. JaffeiD, DJ Hoeppner, Takeshi SaitoiD, Lou T. BlanpainiD, Joy Ukaigwe, EE Burke, Ran TaoiD, Katsunori TajindaiD, Amy Deep‐SoboslayiD, JH Shin, J. E. Kleinman, Daniel R. WeinbergeriD, Mitsuyuki MatsumotoiD, T. B. Hyde
- Citations
- 2
Abstract
Laser capture microdissection followed by RNA-seq (LCM-seq) was used to profile the transcriptional landscape of the granule cell layer of the dentate gyrus (DG-GCL) in human hippocampus, and contrasted to homogenate tissue. We identified widespread cell type-specific aging and genetic effects in the DG-GCL that were either missing or directionally discordant in corresponding bulk hippocampus RNA-seq data from largely the same subjects. Of the [~]9 million eQTLs in the DG-GCL, 15% were not in bulk hippocampus, including 15 schizophrenia genome-wide association study (GWAS) risk variants. We then created custom transcriptome-wide association study (TWAS) genetic weights from the DG-GCL which identified many novel schizophrenia-associated genetic signals not found in TWAS from bulk hippocampus, including GRM3 and CACNA1C. These results highlight the biological resolution of cell type-specific expression profiling using targeted sampling strategies like LCM, and complement homogenate and single nuclei approaches in human brain.
- organism: human
- assay: bulk RNA-seq
- research focus: gene regulatory network inference
- approach: statistical model
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