Three linked opposing regulatory variants under selection associate with IVD
Brown, E. A.; Kales, S.; Boyle, M. J.; Vitti, J.; Kotliar, D.; Schaffner, S. F.; Tewhey, R. S.; Sabeti, P. C.
Show abstract
While genome-wide association studies (GWAS) and selection scans identify genomic loci driving human phenotypic diversity, functional validation is required to discover the variant(s) responsible. We dissected the IVD locus, implicated by selection statistics, multiple GWAS, and clinical genetics as important to function and fitness. We combined luciferase assays, CRISPR/Cas9 genome-editing, massively parallel reporter assays (MPRA), and bashing of regulatory loci. We identified three regulatory variants, including an indel, that may underpin GWAS signals for pulmonary fibrosis and testosterone, and that are linked on a positively selected haplotype in the Japanese population. These regulatory variants exhibit synergistic and opposing effects on IVD expression experimentally. Alleles at these variants lie on a haplotype tagged by the variant most strongly associated with IVD expression and metabolites, but with no functional evidence itself. This work demonstrates how comprehensive functional investigation and multiple technologies are needed to discover the true genetic drivers of phenotypic diversity.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Leveraging phenotypic variability to identify genetic interactions in human phenotypes 96%
- Misexpression of inactive genes in whole blood is associated with nearby rare structural variants 96%
- A phenome-wide association study identifies effects of copy number variation of VNTRs and multicopy genes on multiple human traits 95%
Similar papers in this journal
- The molecular basis, genetic control and pleiotropic effects of local gene co-expression 96%
- Genetic analysis of blood molecular phenotypes reveals regulatory networks affecting complex traits: a DIRECT study 96%
- Shared and distinct molecular effects of regulatory genetic variants provide insight into mechanisms of distal enhancer-promoter communication 96%
Similar papers in this journal
- Enhancing Portability of Trans-Ancestral Polygenic Risk Scores through Tissue-Specific Functional Genomic Data Integration 95%
- Genomic profiling of active vitamin D colonic responses in African- and European-Americans identifies an ancestry-related regulatory variant of POLB 95%
- Escape from X-inactivation in twins exhibits intra- and inter-individual variability across tissues and is heritable 95%
Similar papers in this journal
- Systematic assessment of regulatory effects of human disease variants in pluripotent cells 96%
- Inferring compound heterozygosity from large-scale exome sequencing data 95%
- Leveraging functional genomic annotations and genome coverage to improve polygenic prediction of complex traits within and between ancestries 95%
Similar papers in this journal
- Multivariate adaptive shrinkage improves cross-population transcriptome prediction for transcriptome-wide association studies in underrepresented populations 95%
- Powerful eQTL mapping through low coverage RNA sequencing 95%
- Extensive co-regulation of neighbouring genes complicates the use of eQTLs in target gene prioritisation 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.