Identification of genetic loci associated with antibodies to specific sets of citrullinated peptides in rheumatoid arthritis patients
Shchetynsky, K.; Brynedal, B.; Ramskold, D.; Israelsson, L.; Hansson, M.; Mathsson-Alm, L.; Ronnelid, J.; Viatte, S.; Holmdahl, R.; Catrina, A.; Alfredsson, L.; Malmstrom, V.; Klareskog, L.; Gomez-Cabrero, D.; Padyukov, L.
Show abstract
ObjectivesProduction of anti-citrullinated peptide/protein antibodies (ACPA) is characteristic for rheumatoid arthritis (RA) and may inform about biological pathways involved in disease development in specific subgroups. Since multiple loci in genome wide association screens have been implicated in RA risk, we investigated the association between genetic variations and the development of multiple types of ACPA in three big cohorts of RA patients from Sweden, USA and UK (EIRA, NARAC and WTCCC) with overall 6,127 individuals with RA. MethodsWe combined genotyping data from Illumina Immunochip with serological data for 16 ACPA specificities from a custom-made multiplex microarray (Thermo Fisher Scientific, ImmunoDiagnostic division). A logistic regression-based association test in each cohort was followed by meta-analysis. ResultsWe report several loci, harbouring three or more variants associated with ACPA, reaching study-wide significance (FDR<0.1) - PTPN22, LINC02341_TNFSF11, THADA and TMEM174. Most of these loci are not known to be associated with RA. Stratification by "shared epitope" (SE) alleles indicated an association between the PTPN22 locus and levels of antibodies binding to the vimentin peptide, Cit-Vim60-75, in SE positive cases, but not in SE negative cases. ConclusionOur data identifies several new loci which associate with subsets of RA characterized by presence of specific ACPA and indicate unknown disease heterogeneity. Key messagesO_ST_ABSWhat is already known about this subject?C_ST_ABSO_LIACPA define two subgroups within RA, and has been an important biomarker included in diagnostic criteria C_LIO_LICommonly used ACPA test, anti-CCP, accumulate signals from autoantibodies to several peptides and does not discriminate between multiple autoantibody specificities. C_LI What does this study add?O_LIOur study demonstrates that different sets of ACPAs in RA have distinct genetic associations. Associated variants from our study localize in known regulatory regions and have transcriptomic effects beyond the associated locus C_LIO_LIWe find that PTPN22 locus can drive positivity for multiple APCAs, while other found loci associate with specific autoantibody positivities C_LI How might this impact on clinical practice?O_LIOur study will extend personalized approach in handling of rheumatoid arthritis with focus on serologically defined subgroups of the disease. C_LI
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- The DNA methylation Profile of Undifferentiated Arthritis Patients Anticipates their Subsequent Differentiation to Rheumatoid Arthritis 96%
- Reduction of pro-inflammatory effector functions through remodeling of fatty acid metabolism in CD8 + T-cells from Rheumatoid Arthritis patients 94%
- Genetic analysis of asymptomatic antinuclear antibody production 93%
Similar papers in this journal
- Identification of a novel transcriptome signature for predicting the response to anti-TNF-α treatment in rheumatoid arthritis patients 93%
- Meta-analysis of 208,370 East Asians identifies 113 genomic loci and yields new non-immune cell relevant biological insights for systemic lupus erythematosus 93%
- Clinical Outcomes of Patients with COVID-19 and Chronic Inflammatory and Autoimmune Rheumatic Diseases: A Multicentric Matched-Cohort Study 93%
Similar papers in this journal
- The impact of education inequality on rheumatoid arthritis risk is mediated by smoking and body mass index: mendelian randomization study 94%
- Different Covid-19 Outcomes Among Systemic Rheumatic Diseases: A Nation-wide Cohort Study 94%
- Prodromal symptoms of rheumatoid arthritis in a primary care database: variation by ethnicity and socioeconomic status 93%
Similar papers in this journal
- Cross-Tissue Transcriptomic Analysis Leveraging Machine Learning Approaches Identifies New Biomarkers for Rheumatoid Arthritis 95%
- Mapping the genetic landscape of disorders on the autoimmune-autoinflammatory continuum: potential implications for classification and treatment 93%
- Immune responses and disease biomarker long-term changes following COVID-19 mRNA vaccination in a cohort of rheumatic disease patients 93%
Similar papers in this journal
- Difficult-to-treat rheumatoid arthritis (D2T RA): clinical issues at early stages of disease 94%
- Genetic dissection of HLA-DRB1*15:01 and XL9 region variants in Japanese patients with systemic lupus erythematosus: Primary role for HLA-DRB1*15:01 91%
- SARS-CoV-2 infections in children and adolescents with rheumatic musculoskeletal diseases: data from the National Pediatric Rheumatology Database in Germany 91%
"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.