Evidence map›Paper›PMID 41142787›Full record

ArticleFrontiers in immunology2025

Mass spectrometry-based analysis of rheumatoid factor.

Jonas De Leeuw, Birthe Michiels, Rita Derua, Tom Dehaemers, Doreen Dillaerts, Maaike Cockx, Glynis Frans, Sebastien Christian Carpentier, Patrick Verschueren, Xavier Bossuyt

Abstract read
In one paragraph

Article in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Jonas De LeeuwDepartment of Microbiology, Immunology and Transplantation, Clinical and Diagnostic Immunology, KU Leuven, Leuven, Belgium.
Birthe MichielsDepartment of Microbiology, Immunology and Transplantation, Clinical and Diagnostic Immunology, KU Leuven, Leuven, Belgium.
Rita DeruaLaboratory for Protein Phosphorylation and Proteomics, KU Leuven, Leuven, Belgium.
Tom DehaemersDepartment of Microbiology, Immunology and Transplantation, Clinical and Diagnostic Immunology, KU Leuven, Leuven, Belgium.
Doreen DillaertsDepartment of Microbiology, Immunology and Transplantation, Clinical and Diagnostic Immunology, KU Leuven, Leuven, Belgium.
Maaike CockxDepartment of Microbiology, Immunology and Transplantation, Clinical and Diagnostic Immunology, KU Leuven, Leuven, Belgium.
Glynis FransDepartment of Microbiology, Immunology and Transplantation, Clinical and Diagnostic Immunology, KU Leuven, Leuven, Belgium.
Sebastien Christian CarpentierSyBioMa, KU Leuven, Leuven, Belgium.
Patrick VerschuerenDepartment of Rheumatology, University Hospitals Leuven, Leuven, Belgium.
Xavier BossuytDepartment of Microbiology, Immunology and Transplantation, Clinical and Diagnostic Immunology, KU Leuven, Leuven, Belgium.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Rheumatoid factor (RF) are autoantibodies that are found in approximately two thirds of patients with rheumatoid arthritis, a chronic autoimmune disease characterized by potentially destructive inflammation of the joints. RF consists of polyclonal antibodies targeting the Fc part of immunoglobulin G. Despite its clinical relevance, RF is not specific for RA, and conventional assays for RF detection, predominantly solid-phase tests detecting IgM RF, suffer from poor harmonization and the disability to test more than one RF isotype. Methods: We studied RF using a mass-spectrometry-based approach in RF(+), RF(-) rheumatoid arthritis patients and in disease controls. This allowed evaluation of RF at the amino acid level, including the variable and hypervariable region part of RF. RF was captured on Fc coated microwell plates, isolated, digested into peptides and analyzed by liquid chromatography tandem mass spectrometry. An initial proof-of-concept analysis was conducted comprising 12 samples, followed by a larger-scale experiment comprising 86 samples. Results: Principal component analysis and sparse partial least squares discriminant analysis demonstrated that RF(+) RA patients displayed peptides that were differentially expressed compared with disease control patients. Framework region-derived peptides, variable region-derived peptides as well as de novo sequenced peptides not present in the human proteome database, were found to be enriched in RF(+) sera compared to disease control sera. Interestingly, some of these peptides were also upregulated in sera from RF(-) RA patients. Furthermore, mass spectrometry analysis revealed different RF isotypes. In addition to IgM, also IgA and IgG isotypes were observed. RF-IgG2 isotype was observed in RF(+) as well as in RF(-) RA patients. Discussion: In summary, our findings highlight that mass spectrometry provides a platform for elucidating the heterogeneity and isotypic diversity of RF autoantibodies in RA, overcoming limitations inherent to current solid-phase RF assays. Upregulated de novo peptides were found, possibly related to the hypervariable regions of RF. Further validation using integrated proteomic and genomic approaches is required to confirm these novel peptides and their localization within the RF hypervariable regions.

Indexed as

Arthritis, RheumatoidMass SpectrometryRheumatoid FactorAdultAgedAmino Acid SequenceAutoantibodiesChromatography, LiquidFemaleHumansImmunoglobulin GMaleMiddle AgedTandem Mass SpectrometryAutoantibodiesImmunoglobulin GRheumatoid Factorcomplementarity determining regionsimmunoglobulinsisotypesmass spectrometryrheumatoid factor

Identifiers

PMID41142787
PMCPMC12549570

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.