A systems biology approach uncovers cell-specific gene regulatory effects of genetic associations in multiple sclerosis
Articolo
Data di Pubblicazione:
2019
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 intraindividual 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.
Tipologia CRIS:
1.1 Articolo in rivista
Keywords:
Genes, Regulator; Genotype; Humans; Multiple Sclerosis; Polymorphism, Single Nucleotide; Systems Biology; Gene Expression Regulation; Genetic Predisposition to Disease; Genome-Wide Association Study
Elenco autori:
Madireddy, L; Patsopoulos, Na; Cotsapas, C; Bos, Sd; Beecham, A; Mccauley, J; Kim, K; Jia, Xm; Santaniello, A; Caillier, Sj; Andlauer, Tfm; Barcellos, Lf; Berge, T; Bernardinelli, L; Martinelli-Boneschi, F; Booth, Dr; Briggs, F; Celius, Eg; Comabella, M; Comi, G; Cree, Bac; D'Alfonso, S; Dedham, K; Duquette, P; Efthimios, D; Esposito, F; Fontaine, B; Gasperi, C; Goris, A; Dubois, B; Gourraud, Pa; Hadjigeorgiou, G; Haines, J; Hawkins, C; Hemmer, B; Hintzen, R; Horakova, D; Isobe, N; Kalra, S; Kira, J; Khalil, M; Kockum, I; Lill, Cm; Lincoln, Mr; Luessi, F; Martin, R; Oturai, A; Palotie, A; Pericak-Vance, Ma; Henry, R; Saarela, J; Ivinson, A; Olsson, T; Taylor, Bv; Stewart, Gj; Harbo, Hf; Compston, A; Hauser, Sl; Hafler, Da; Zipp, F; De Jager, P; Sawcer, S; Oksenberg, Jr; Baranzini, Se
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