bioRxivBioinformaticsPreprint
Transposable elements as new players to decipher sex differences in Parkinson Disease
Fernando GordilloiD, Cristina Galiana‐RosellóiD, Rubén Grillo-RiscoiD, Irene Soler-SáeziD, Marta R. HidalgoiD, Haruhiko SiomiiD, Mie Kobayashi‐IshiharaiD, Francisco Garcia‐GarcíaiD
Abstract
We present a novel integrative analysis of transposable elements (TEs) in 4 single cell RNA-seq (scRNA-seq) datasets of postmortem substantia nigra pars compacta samples of Parkinson Disease (PD) patients matched healthy controls, with the objective of building a cell-type specific trustworthy atlas of TEs that may clarify the role of TEs in sex differences in PD. We have used the soloTE tool to evaluate the TEs expression changes across all snRNA-seq studies identified in our previous systematic review, and then integrated the results using meta-analysis techniques. Finally, we evaluated the possible associations between TEs and protein coding genes by integrating our previous results in this matter with the information of TEs obtained, in order to propose the possible action mechanism by which some of the TEs contribute to PD.
- organism: human
- assay: scRNA-seq
- research focus: cell type annotation
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 1
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