Novel autoantibodies help diagnose anti-SSA antibody negative Sjogrens disease and predict abnormal labial salivary gland pathology
Parker, M.; Zheng, Z.; Lasarev, M.; Alexandridis, R. A.; Newton, M. A.; Shelef, M. A.; McCoy, S. S.
Show abstract
ObjectivesSj{square}grens disease (SjD) diagnosis requires either positive anti-SSA antibodies or a labial salivary gland biopsy with a positive focus score (FS). One-third of SjD patients lack anti-SSA antibodies (SSA-), requiring a positive FS for diagnosis. Our objective was to identify novel autoantibodies to diagnose seronegative SjD. MethodsIgG binding to a high density whole human peptidome array was quantified using sera from SSA- SjD cases and matched non-autoimmune controls. We identified the highest bound peptides using empirical Bayesian statistical filters, which we confirmed in an independent cohort comprising SSA- SjD (n=76), sicca controls without autoimmunity (n=75), and autoimmune controls (SjD features but not meeting SjD criteria; n=41). In this external validation, we used non-parametric methods for peptide abundance and controlled false discovery rate in group comparisons. For predictive modeling, we used logistic regression, model selection methods, and cross-validation to identify clinical and peptide variables that predict SSA- SjD and FS positivity. ResultsIgG against a peptide from D-aminoacyl-tRNA deacylase (DTD2) was bound more in SSA- SjD than sicca controls (p=.004) and more than combined controls (sicca and autoimmune controls combined; p=0.003). IgG against peptides from retroelement silencing factor-1 (RESF1) and DTD2, were bound more in FS-positive than FS-negative participants (p=.010; p=0.012). A predictive model incorporating clinical variables showed good discrimination between SjD versus control (AUC 74%) and between FS-positive versus FS-negative (AUC 72%). ConclusionWe present novel autoantibodies in SSA- SjD that have good predictive value for SSA- SjD and FS-positivity. KEY MESSAGESO_LIWhat is already known on this topic - Seronegative (anti-SSA antibody negative [SSA-]) Sjogrens disease (SjD) requires a labial salivary gland biopsy for diagnosis, which is challenging to obtain and interpret. C_LIO_LIWhat this study adds - We identified novel autoantibodies in SSA- SjD that, when combined with readily available clinical variables, provide good predictive ability to discriminate 1) SSA- SjD from control participants and 2) abnormal salivary gland biopsies from normal salivary gland biopsies. C_LIO_LIHow this study might affect research, practice or policy - This study provides novel diagnostic antibodies addressing the critical need for improvement of SSA- SjD diagnostic tools. C_LI
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Definition of naturally processed peptides reveals convergent presentation of autoantigenic topoisomerase-I epitopes in scleroderma 93%
- Serum proteome analysis of systemic JIA and related pulmonary alveolar proteinosis identifies distinct inflammatory programs 92%
- Activation of a Latent Epitope Causing Differential Binding of Anti-Neutrophil Cytoplasmic Antibodies to Proteinase 3 91%
Similar papers in this journal
- Integrating circulating T follicular memory cells and autoantibody repertoires for characterization of autoimmune disorders 92%
- Systemic and mucosal antibody secretion specific to SARS-CoV-2 during mild versus severe COVID-19 90%
- Accurate determination of house dust mite sensitization in asthma and allergic rhinitis through cytometric detection of Der p 1 and Der p 2 binding on Basophils (CytoBas) 89%
Similar papers in this journal
- Protein-based Immunome Wide Association Studies (PIWAS) for the discovery of significant disease-associated antigens 94%
- Axial spondyloarthritis patients have altered mucosal IgA response to oral and fecal microbiota 92%
- High-dimensional analysis reveals abnormal B cell subsets associated with specific changes to circulating T and myeloid cell populations in patients with idiopathic inflammatory myopathies 92%
Similar papers in this journal
- Autoantigenic properties of the aminoacyl tRNA synthetase family in idiopathic inflammatory myopathies 94%
- Polyautoimmunity Clusters as a New Taxonomy of Autoimmune Diseases 93%
- Anti-MDA5 monoclonal antibodies from patients with dermatomyositis - B cell characteristics and differential targeting of the helicase domains 93%
Similar papers in this journal
- Association between gene expression profiling of skin lesion and autoantibody in patients with systemic sclerosis 89%
- Childhood-onset of primary Sjogren syndromePhenotypic characterization at diagnosis of 158 children 88%
- Anti-nuclear matrix protein 2 antibody-positive idiopathic inflammatory myopathies represent extensive myositis without dermatomyositis-specific rash 87%
"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.