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Published May 2024 | Version v1.0
Dataset Open

eRNA GReX

  • 1. ROR icon Vanderbilt University
  • 2. ROR icon Vanderbilt University Medical Center
  • 3. ROR icon Vanderbilt University School of Medicine
  • 4. University of Chicago
  • 5. University of Cambridge Clare Hall

Contributors

Researcher:

  • 1. ROR icon Vanderbilt University Medical Center

Description

This dataset contains all model weights and corresponding datasets generated by Betti et al. in the manuscript Genetically regulated enhancer RNA expression predicts enhancer-promoter contact frequency and reveals genetic mechanisms at complex trait-associated loci. The following are the contents of the sub-directories in this dataset:

  • coloc: Colocalization results for genome-wide significant (p < 5 x 10-8) GWAS associations in the UK Biobank with eRNA and canonical gene eQTLs (Supplementary Tables 11 and 12).
  • contact_model_training: Input datasets from whole blood and brain, respectively, that were used to train the neural network-based models of contact frequency.
  • eqtl_mapping: eQTLs mapped across 49 cell and tissue types for both eRNAs and canonical genes.
  • scz_mr: Inputs and results for Mendelian randomization analysis of eRNA and canonical gene-based TWAS of schizophrenia.
  • scz_twas: eRNA and canonical gene-based TWAS results of schizophrenia.
  • trained_models: Model weights and SNP covariance matrices for genetically regulated eRNA expression (GReX) across 49 cell and tissue types.
  • uk_biobank_twas: eRNA-based TWAS summary statistics for 4,671 UK Biobank traits across 49 cell and tissue types.

Please cite:

Betti, M.J., Aldrich, M.C., Lin, P., & Gamazon, E.R. (2024). Genetically regulated enhancer RNA expression predicts enhancer-promoter contact frequency and reveals genetic mechanisms at complex trait-associated loci. Preprint.

Betti, M.J., Aldrich, M.C., Lin, P., & Gamazon, E.R. (2024). eRNA GReX (Version 1.0). Zenodo. 10.5281/zenodo.11212496

Files

erna-grex.zip

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Additional details

Software

Repository URL
https://github.com/mjbetti/erna-grex
Programming language
Jupyter Notebook , R
Development Status
Active