paperKB
coga / coga-kb
Help
Sign in

Chunk #26 — Results — Accelerating the transition to functional studies in specific cell types

Source
An xQTL map integrates the genetic architecture of the human brain's transcriptome and epigenome.
Embedded
yes

Text

Using eQTL results as an example (n=494, two-tailed), we examined the potential specificity of each lead eQTL SNP for five cell types that are abundant in the cortex: neurons, microglia cells, astrocytes, oligodendrocytes, and endothelial cells. We found that assignment to a single cell type is ambiguous for most eQTLs (p-values available at http://mostafavilab.stat.ubc.ca/xQTLServe). In a minority of cases, our analysis returned an unambiguous cell type for the lead eQTL. For example, at an FDR<0.05, we identified 6 significant cell-specific eQTLs (1 astrocytic, 3 microglia, and 1 neuronal). An example is presented in Figure 5C. The CPVL locus harbors an eQTL effect (rs11971828) that is stronger in microglial cells. With a more lenient discovery strategy where we thresholded the interaction term at an FDR<0.2, we found putative cell-type specific effects in neurons (n=13) and microglia (n=22) (Figure 5B). Even though only a small number of cell-specific eQTLs were identified with multiple testing correction, our results can still be useful in prioritizing cell types for follow-up experiments based on the observation that suggestive cell-type specific eQTL genes show clear cell type