Keele Research Repository
Explore the Repository
Kalra, S (2019) A systems biology approach uncovers cell-specific gene regulatory effects of genetic associations in multiple sclerosis. Nature Communications, 10 (1). 2236 - ?. ISSN 2041-1723
A systems biology approach uncovers cell-specific gene regulatory effects of genetic associations in multiple sclerosis.pdf - Published Version
Available under License Creative Commons Attribution.
Download (2MB) | Preview
Abstract
Genome-wide association studies (GWAS) have identified more than 50,000 unique associations with common human traits. While this represents a substantial step forward, establishing the biology underlying these associations has proven extremely difficult. Even determining which cell types and which particular gene(s) are relevant continues to be a challenge. Here, we conduct a cell-specific pathway analysis of the latest GWAS in multiple sclerosis (MS), which had analyzed a total of 47,351 cases and 68,284 healthy controls and found more than 200 non-MHC genome-wide associations. Our analysis identifies pan immune cell as well as cell-specific susceptibility genes in T cells, B cells and monocytes. Finally, genotype-level data from 2,370 patients and 412 controls is used to compute intra-individual and cell-specific susceptibility pathways that offer a biological interpretation of the individual genetic risk to MS. This approach could be adopted in any other complex trait for which genome-wide data is available.
Item Type: | Article |
---|---|
Additional Information: | This is the final published version of the article (version of record). It first appeared online via Nature Research at http://doi.org/10.1038/s41467-019-09773-y - please refer to any applicable terms of use of the publisher. |
Subjects: | R Medicine > RC Internal medicine > RC346 Neurology. Diseases of the nervous system, including speech disorders |
Divisions: | Faculty of Medicine and Health Sciences > Institute for Science and Technology in Medicine |
Related URLs: | |
Depositing User: | Symplectic |
Date Deposited: | 12 Jun 2019 10:08 |
Last Modified: | 16 Jul 2019 08:41 |
URI: | https://eprints.keele.ac.uk/id/eprint/6476 |