TY - JOUR
T1 - Refined mapping of autoimmune disease associated genetic variants with gene expression suggests an important role for non-coding RNAs
AU - Ricano-Ponce, Isis
AU - Zhernakova, Dania V.
AU - Deelen, Patrick
AU - Luo, Oscar
AU - Li, Xingwang
AU - Isaacs, Aaron
AU - Karjalainen, Juha
AU - Di Tommaso, Jennifer
AU - Borek, Zuzanna Agnieszka
AU - Zorro, Maria M.
AU - Gutierrez-Achury, Javier
AU - Uitterlinden, Andre G.
AU - Hofman, Albert
AU - van Meurs, Joyce
AU - Netea, Mihai G.
AU - Jonkers, Iris H.
AU - Withoff, Sebo
AU - van Duijn, Cornelia M.
AU - Li, Yang
AU - Ruan, Yijun
AU - Franke, Lude
AU - Wijmenga, Cisca
AU - Kumar, Vinod
PY - 2016/4
Y1 - 2016/4
N2 - Genome-wide association and fine-mapping studies in 14 autoimmune diseases (AID) have implicated more than 250 loci in one or more of these diseases. As more than 90% of AID-associated SNPs are intergenic or intronic, pinpointing the causal genes is challenging. We performed a systematic analysis to link 460 SNPs that are associated with 14 AID to causal genes using transcriptomic data from 629 blood samples. We were able to link 71 (39%) of the AID-SNPs to two or more nearby genes, providing evidence that for part of the AID loci multiple causal genes exist. While 54 of the AID loci are shared by one or more AID, 17% of them do not share candidate causal genes. In addition to finding novel genes such as ULK3, we also implicate novel disease mechanisms and pathways like autophagy in celiac disease pathogenesis. Furthermore, 42 of the AID SNPs specifically affected the expression of 53 non-coding RNA genes. To further understand how the non-coding genome contributes to AID, the SNPs were linked to functional regulatory elements, which suggest a model where AID genes are regulated by network of chromatin looping/non-coding RNAs interactions. The looping model also explains how a causal candidate gene is not necessarily the gene closest to the AID SNP, which was the case in nearly 50% of cases. The Authors.
AB - Genome-wide association and fine-mapping studies in 14 autoimmune diseases (AID) have implicated more than 250 loci in one or more of these diseases. As more than 90% of AID-associated SNPs are intergenic or intronic, pinpointing the causal genes is challenging. We performed a systematic analysis to link 460 SNPs that are associated with 14 AID to causal genes using transcriptomic data from 629 blood samples. We were able to link 71 (39%) of the AID-SNPs to two or more nearby genes, providing evidence that for part of the AID loci multiple causal genes exist. While 54 of the AID loci are shared by one or more AID, 17% of them do not share candidate causal genes. In addition to finding novel genes such as ULK3, we also implicate novel disease mechanisms and pathways like autophagy in celiac disease pathogenesis. Furthermore, 42 of the AID SNPs specifically affected the expression of 53 non-coding RNA genes. To further understand how the non-coding genome contributes to AID, the SNPs were linked to functional regulatory elements, which suggest a model where AID genes are regulated by network of chromatin looping/non-coding RNAs interactions. The looping model also explains how a causal candidate gene is not necessarily the gene closest to the AID SNP, which was the case in nearly 50% of cases. The Authors.
KW - Long non-coding RNAs
KW - eQTLs
KW - RNA-sequencing
KW - Genome-wide association
KW - Causal genes
U2 - 10.1016/j.jaut.2016.01.002
DO - 10.1016/j.jaut.2016.01.002
M3 - Article
C2 - 26898941
SN - 0896-8411
VL - 68
SP - 62
EP - 74
JO - Journal of Autoimmunity
JF - Journal of Autoimmunity
ER -