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Identifying the causal allele in the CD40 autoimmune locus enables discovery of context-specific trans-effects in B cells

Created on 06 Aug 2026

Authors

Tomofuji, Y., Mu, Z., Mire, H., Zhao, Y., Liu, C., Jayanthi, V., Sugiarto, N., Accelerating Medicines Partnership: RA/SLE Network,, Sparks, J. A., Raychaudhuri, S.

Abstract

Thousands of genetic variants are associated with autoimmune diseases, but causal variants, their mechanisms, and the pathogenic context in which they act are elusive. Knowledge of pathogenic contexts may enable effective targeted therapies, instead of broad immunosuppressive approaches. First, to focus on the genetics of immune response, we used surface marker CITE-seq data from 1,055,857 peripheral blood mononuclear cells from 356 individuals. We defined genetic associations to 148 surface proteins across eight cell types. We observed a signal in the CD40 locus, implicated in rheumatoid arthritis (RA) and other autoimmune conditions. RA risk variants increased CD40 protein expression by ~20% on B cells, but with minimal mRNA effects. Second, we deployed base-resolution genome editing, with CRAFT-seq, capturing genomic DNA sequence at the edited site and multimodal phenotypes at single-cell resolution. We defined a single causal allele, rs1883832, within the Kozak motif. Third, we edited this allele, in primary B cells and conducted CRAFTseq to demonstrate trans-effects in >200 genes. These effects were only in the light zone germinal center-like state. Importantly, these trans-effects were not seen in population-scale cohorts of unstimulated B cells. This represents a framework to define disease causal alleles, their cis- and trans-effects. It demonstrates the power of defining causal genetic variation to find trans-effects through editing, which cannot easily be found in population studies.

Preprint server: bioRxiv
The authors list and abstract were imported from bioRxiv on 06 Aug 2026.

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