Single-cell eQTL Mendelian randomization reveals the monocyte-associated PRKCB–CTSL axis as a candidate regulatory pathway and potential therapeutic target in rheumatoid arthritis - Summary - MDSpire
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Single-cell eQTL Mendelian randomization identifies a monocyte-linked PRKCB–CTSL pathway as a potential regulatory mechanism and therapeutic target in rheumatoid arthritis
To identify immune-cell-specific genetic regulatory signals associated with rheumatoid arthritis (RA) and assess candidate genes and pathways using integrated transcriptomic, computational, and experimental evidence.
Approach:
Genetic analysis: Cell-type-specific cis-eQTLs from 17 immune-cell populations were integrated with RA GWAS summary statistics using two-sample Mendelian randomization. Single-instrument exposures used the Wald ratio; multiple-instrument exposures used inverse-variance weightin…
Integrated prioritization: The study combined transcriptomic, WGCNA, machine-learning, single-cell expression, and virtual gene-perturbation analyses to prioritize targets and examine cellular specificity and potential regulatory relationships.
Validation and translational assessment: Drug-screening analyses and in vitro experiments were used to assess candidate-pathway relevance.
Key Findings:
The article context identifies a monocyte-linked PRKCB–CTSL pathway as a potential regulatory mechanism and therapeutic target in RA.
The provided context describes the analysis framework but does not report specific effect estimates, statistical results, or experimental validation outcomes.
Interpretation:
The study uses cell-type-specific genetic instruments alongside independent molecular and experimental approaches to investigate whether genetically regulated expression is associated with RA susceptibility and to evaluate candidate pathways.
Limitations:
The supplied context does not include detailed results, effect sizes, confidence intervals, or significance values.
The supplied context does not describe the outcomes or scope of the in vitro validation or drug-screening analyses.
The described MR methods depend on the number of eligible independent cis-eQTL instruments for each cell-type–gene exposure.