Article ; Online: Integrative multiomics analysis highlights immune-cell regulatory mechanisms and shared genetic architecture for 14 immune-associated diseases and cancer outcomes.
American journal of human genetics
2021 Volume 108, Issue 12, Page(s) 2259–2270
Abstract: Developing functional insight into the causal molecular drivers of immunological disease is a critical challenge in genomic medicine. Here, we systematically apply Mendelian randomization (MR), genetic colocalization, immune-cell-type enrichment, and ... ...
Abstract | Developing functional insight into the causal molecular drivers of immunological disease is a critical challenge in genomic medicine. Here, we systematically apply Mendelian randomization (MR), genetic colocalization, immune-cell-type enrichment, and phenome-wide association methods to investigate the effects of genetically predicted gene expression on ten immune-associated diseases and four cancer outcomes. Using whole blood-derived estimates for regulatory variants from the eQTLGen consortium (n = 31,684), we constructed genetic risk scores for 10,104 genes. Applying the inverse-variance-weighted MR method transcriptome wide while accounting for linkage disequilibrium structure identified 664 unique genes with evidence of a genetically predicted effect on at least one disease outcome (p < 4.81 × 10 |
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MeSH term(s) | Gene Expression Profiling ; Genetic Association Studies ; Genetic Predisposition to Disease ; Genomic Medicine ; Humans ; Immune System Diseases/genetics ; Linkage Disequilibrium ; Mendelian Randomization Analysis ; Neoplasms/genetics ; Outcome Assessment, Health Care ; Phenomics ; Quantitative Trait Loci ; Risk Factors ; Transcriptome |
Language | English |
Publishing date | 2021-11-05 |
Publishing country | United States |
Document type | Journal Article ; Research Support, Non-U.S. Gov't |
ZDB-ID | 219384-x |
ISSN | 1537-6605 ; 0002-9297 |
ISSN (online) | 1537-6605 |
ISSN | 0002-9297 |
DOI | 10.1016/j.ajhg.2021.10.003 |
Database | MEDical Literature Analysis and Retrieval System OnLINE |
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