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Multiomic iPSCORE QTLs

Posted on 2024-11-22 - 21:10 authored by Timothy Arthur

This collection contains processed data from "Multiomic QTL mapping reveals phenotypic complexity of GWAS loci and prioritizes putative causal variants" Arthur and Nguyen et al, 2025, Cell Genomics. 


In this study, we identified quantitative trait loci (QTLs) that affect gene expression (eQTLs), chromatin accessibility (caQTLs), and histone acetylation (haQTLs), using RNA-seq, ATAC-seq, and H3K27ac ChIP-seq, respectively, generated from induced pluripotent stem cells (iPSCs), and derived cardiovascular progenitor cells (CVPCs), and pancreatic progenitors (PPCs).


There are six items in this collection, including:

1) Summary statistics for the QTL analyses

2) Results from an analysis to identify temporal regulatory variation using mashr

3) Coordinate information for ATAC-seq and H3K27ac ChIP-seq peaks

4) Phenotype count matrices for the eight datasets

5) Bayesian QTL-GWAS Colocalization results

6) Transcription factor predictions in ATAC-seq peaks


Please see the descriptions in the individual items for more detail. 


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Abhandlungen aus dem Mathematischen Seminar der Universität Hamburg
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FUNDING

San Diego Biomedical Informatics Education & Research (SABER)

United States National Library of Medicine

Pancreas cell type-specific regulatory variants and T2D disease risk association

National Institute of Diabetes and Digestive and Kidney Diseases

Functional Analysis of T2D Associated Non-coding SNPs

National Institute of Diabetes and Digestive and Kidney Diseases

Fine-mapping and functional analysis of T1D-associated variants

National Institute of Diabetes and Digestive and Kidney Diseases

Diabetes Research Center (DRC)

National Institute of Diabetes and Digestive and Kidney Diseases

Cardiac stage-specific regulatory variants and their disease risk association

National Heart Lung and Blood Institute

REGULATORY GENOMIC STUDIES IN A COHORT OF IPS CELL DERIVED CARDIOMYOCYTES

National Heart Lung and Blood Institute

Genetic & Social Determinants of Health: Center for Admixture Science and Technology

National Human Genome Research Institute

Optimizing HaploSeq for whole-genome phased haplotypes in biomedical applications

National Human Genome Research Institute

Center of Excellence for Stem Cell Genomics – Salk

California Institute for Regenerative Medicine

Illumina NovaSeq 6000 Sequencing System

Office of the Director

Research Institution(s)

University of California, San Diego

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