Genome-wide studies define new genetic mechanisms of IgA vasculitis
Liu, L.; Zhu, L.; Monteiro-Martins, S.; Griffin, A.; Vlahos, L. J.; Fujita, M.; Berrouet, C.; Zanoni, F.; Marasa, M.; Zhang, J. Y.; Zhou, X.-j.; Caliskan, Y.; Akchurin, O.; Al-Akash, S.; Jankauskiene, A.; Bodria, M.; Chishti, A.; Esposito, C.; Esposito, V.; Claes, D.; Tesar, V.; Davis, T. K.; Samsonov, D.; Kaminska, D.; Hryszko, T.; Zaza, G.; Flynn, J. T.; Iorember, F.; Lugani, F.; Rizk, D.; Julian, B. A.; Hidalgo, G.; Kallash, M.; Biancone, L.; Amoroso, A.; Bono, L.; Mani, L.-Y.; Vogt, B.; Lin, F.; Sreedharan, R.; Weng, P.; Ranch, D.; Xiao, N.; Quiroga, A.; Matar, R. B.; Rheault, M.; Wenderfe
Show abstract
IgA vasculitis (IgAV) is a pediatric disease with skin and systemic manifestations. Here, we conducted genome, transcriptome, and proteome-wide association studies in 2,170 IgAV cases and 5,928 controls, generated IgAV-specific maps of gene expression and splicing from blood of 255 pediatric cases, and reconstructed myeloid-specific regulatory networks to define disease master regulators modulated by the newly identified disease driver genes. We observed significant association at the HLA-DRB1 (OR=1.55, P=1.1x10-25) and fine-mapped specific amino-acid risk substitutions in DR{beta}1. We discovered two novel non-HLA loci: FCAR (OR=1.51, P=1.0x10-20) encoding a myeloid IgA receptor FcR, and INPP5D (OR=1.34, P=2.2x10-09) encoding a known inhibitor of FcR signaling. The FCAR risk locus co-localized with a cis-eQTL increasing FCAR expression; the risk alleles disrupted a PRDM1 binding motif within a myeloid enhancer of FCAR. Another risk locus was associated with a higher genetically predicted levels of plasma IL6R. The IL6R risk haplotype carried a missense variant contributing to accelerated cleavage of IL6R into a soluble form. Using systems biology approaches, we prioritized IgAV master regulators co-modulated by FCAR, INPP5D and IL6R in myeloid cells. We additionally identified 21 shared loci in a cross-phenotype analysis of IgAV with IgA nephropathy, including novel loci PAID4, WLS, and ANKRD55.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Deep Immune Profiling of MIS-C demonstrates marked but transient immune activation compared to adult and pediatric COVID-19 95%
- A fetal wave of human type-3 γδ T cells with restricted TCR diversity persists into adulthood 94%
- Single-cell immune profiling reveals novel thymus-seeding populations, T cell commitment, and multi-lineage development in the human thymus 94%
Similar papers in this journal
- HLA autoimmune risk alleles restrict the hypervariable region of T cell receptors 97%
- Fine-mapping, trans-ancestral and genomic analyses identify causal variants, cells, genes and drug targets for type 1 diabetes 96%
- Genome-wide analyses of 200,453 individuals yields new insights into the causes and consequences of clonal hematopoiesis 96%
Similar papers in this journal
- The influence of HLA genetic variation on plasma protein expression 96%
- Identification of 38 novel loci for systemic lupus erythematosus and genetic heterogeneity that may underly population disparities in this disease 96%
- COVID-19 genetic risk variants are associated with expression of multiple genes in diverse immune cell types. 96%
Similar papers in this journal
- Peanut oral immunotherapy differentially suppresses clonally distinct subsets of T helper cells 95%
- UTX coordinates TCF1 and STAT3 to control progenitor CD8+ T cell fate in autoimmune diabetes 95%
- A pathologically expanded, clonal lineage of IL-21 producing CD4+ T cells drives Inflammatory neuropathy 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.