Back

Functional and Computational Interrogation of the Juvenile Idiopathic Arthritis Risk Loci Identifies Candidate Causal SNPs and Target Genes in CD4+ T cells

Jiang, K.; Haley, E. K.; Barshad, G.; He, A.; Rogic, A.; Rice, E. J.; Sudman, M.; Thompson, S. D.; Danko, C. G.; Jarvis, J. N.

2025-12-16 genetic and genomic medicine
10.64898/2025.12.15.25342296 medRxiv
Show abstract

GWAS have identified multiple genetic regions that confer risk for juvenile idiopathic arthritis (JIA). However, identifying the single nucleotide polymorphisms (SNPs) that drive disease risk has been impeded by the fact that the SNPs used to identify risk loci are in linkage disequilibrium (LD) with hundreds of other SNPs. Since the causal SNPs remain unknown, it is difficult to identify target genes and thus use genetic information to elucidate disease biology and inform patient care. We next used existing genotyping data from 3,939 children with JIA and 14,412 healthy controls to identify SNPs on JIA risk haplotypes that: present within open chromatin in multiple immune cell types and more common in children with JIA than the controls (p<0.05) in the genotyping data sets. We identified SNPs within cis-regulatory regions (CREs) using precision run-on sequencing data, and identified likely target genes using MicroC in both resting and activated CD4+ T cells. We identified 138 SNPs within the PROseq-identified CREs, and n=41 genes with which these CREs physically interacted. Data from GTEx corroborated these analyses by showing allelic effects for SNPs within the CREs in the ERAP2 and IRF1 risk loci. We further corroborated IRF1 allelic effects using a luciferase reporter assay. Our findings significantly reduce the genomic search space for risk-driving variants and target genes and support the roles of IRF1, ERAP2 and LNPEP in driving risk for JIA.

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

1
eLife
5422 papers in training set
Top 4%
12.4%
2
The American Journal of Human Genetics
206 papers in training set
Top 0.4%
10.5%
3
Cell Genomics
162 papers in training set
Top 0.2%
10.1%
4
Human Genetics and Genomics Advances
70 papers in training set
Top 0.1%
8.5%
5
Frontiers in Genetics
197 papers in training set
Top 0.8%
6.4%
6
JCI Insight
241 papers in training set
Top 0.7%
4.9%
50% of probability mass above
7
The Lancet Rheumatology
11 papers in training set
Top 0.1%
4.9%
8
Annals of the Rheumatic Diseases
32 papers in training set
Top 0.2%
4.3%
9
Nature Communications
4913 papers in training set
Top 42%
3.3%
10
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 24%
2.7%
11
Genome Medicine
154 papers in training set
Top 3%
2.1%
12
Scientific Reports
3102 papers in training set
Top 49%
2.1%
13
Human Molecular Genetics
130 papers in training set
Top 2%
1.7%
14
Arthritis & Rheumatology
33 papers in training set
Top 0.3%
1.5%
15
Nature Genetics
240 papers in training set
Top 5%
1.3%
16
Frontiers in Immunology
586 papers in training set
Top 5%
1.2%
17
Cell
370 papers in training set
Top 14%
1.2%
18
BMC Medical Genomics
36 papers in training set
Top 0.7%
1.2%
19
Genome Biology
555 papers in training set
Top 6%
1.2%
20
Science Advances
1098 papers in training set
Top 25%
1.0%
21
PLOS Genetics
756 papers in training set
Top 13%
0.9%
22
Science Translational Medicine
111 papers in training set
Top 5%
0.8%
23
Cell Reports
1338 papers in training set
Top 32%
0.8%
24
iScience
1063 papers in training set
Top 31%
0.7%
25
Nature Immunology
71 papers in training set
Top 2%
0.7%
26
Communications Biology
886 papers in training set
Top 29%
0.6%
27
PLOS Computational Biology
1633 papers in training set
Top 27%
0.6%
28
Journal of Clinical Investigation
164 papers in training set
Top 8%
0.6%
29
Nucleic Acids Research
1128 papers in training set
Top 21%
0.5%
30
Cell Systems
167 papers in training set
Top 15%
0.5%