Plasma Protein Fluctuation Trajectories Over 15 Years Before Rheumatoid Arthritis Onset

Rheumatoid arthritis (RA) causes long-term functional disability, aggravating physical and mental stress to patients. However, the dynamic pathogenesis before RA onset remains unclear. Here we examined the associations between 2923 plasma proteins and incident RA in the UK Biobank cohort. Over a 15-year follow-up period, 433 RA cases were identified, revealing 460 significant protein-RA associations. These RA-related proteins were predominantly involved in immune responses, such as leukocyte migration, T cell activation, and lymphocyte activation. Sixty five proteins were significantly associated with both long-term and near-term risk of RA. Among them, 26 proteins exhibited changes as early as over 15 years prior to RA onset with progressively fluctuating, such as IL6 and IFI30. Others, such as CDCP1 and TGFA, showed inconsistent fluctuation patterns, while proteins like GDF15 and EDA2R began to fluctuate closer to the onset of RA. Furthermore, these proteins demonstrated robust predictive performance, with an area under the curve (AUC) of 0.818 in the training set and 0.766 in the test set. When combined with demographic measures, the predictive model showed further improvement, achieving an AUC of 0.871 in the training set and 0.919 in the test set. Our findings characterise plasma protein fluctuation trajectories over 15 years before RA onset and deepen our understanding of early-stage pathogenesis.

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Publication Details

Journal
Immunology
Published
2025-11-12
DOI
https://doi.org/10.1111/imm.70066
Primary Topic
Rheumatoid Arthritis Research and Therapies
Type
article
Field-Weighted Citation Impact
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Plasma Protein Fluctuation Trajectories Over 15 Years Before Rheumatoid Arthritis Onset

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Immunology
Rheumatoid Arthritis Research and Therapies
article

Plasma Protein Fluctuation Trajectories Over 15 Years Before Rheumatoid Arthritis Onset

Junxian Tao, Qianqian Ren, Chang Wang, Yongshuai Jiang, Siyu Wei, Zhenwei Shang, Songlin Lu, Wenhua Lv, Ruilin Li, Hongchao Lyu, Yan Guo, Mingming Zhang, Haiyan Chen, Wei She, Guoping Tang, Chen Zhang, Chen Sun, Linna Yuan, Mao Ye, Ning Wang, Jing Xu, Yuping Zou, Yuan Xu, Yu Dong, Fanwu Kong, Hongmei Sun, Jiacheng Wang
article en

Abstract

Rheumatoid arthritis (RA) causes long-term functional disability, aggravating physical and mental stress to patients. However, the dynamic pathogenesis before RA onset remains unclear. Here we examined the associations between 2923 plasma proteins and incident RA in the UK Biobank cohort. Over a 15-year follow-up period, 433 RA cases were identified, revealing 460 significant protein-RA associations. These RA-related proteins were predominantly involved in immune responses, such as leukocyte migration, T cell activation, and lymphocyte activation. Sixty five proteins were significantly associated with both long-term and near-term risk of RA. Among them, 26 proteins exhibited changes as early as over 15 years prior to RA onset with progressively fluctuating, such as IL6 and IFI30. Others, such as CDCP1 and TGFA, showed inconsistent fluctuation patterns, while proteins like GDF15 and EDA2R began to fluctuate closer to the onset of RA. Furthermore, these proteins demonstrated robust predictive performance, with an area under the curve (AUC) of 0.818 in the training set and 0.766 in the test set. When combined with demographic measures, the predictive model showed further improvement, achieving an AUC of 0.871 in the training set and 0.919 in the test set. Our findings characterise plasma protein fluctuation trajectories over 15 years before RA onset and deepen our understanding of early-stage pathogenesis.

ImmunologyVol. 177(3)
Kunming University of Science and Technology (CN), Harbin Medical University (CN), Arthritis Society (CA), Second Affiliated Hospital of Harbin Medical University (CN), Zhejiang University (CN)
Openalex Percentile: Top 52%
Rheumatoid Arthritis Research and Therapies
DOISourceOpenAlex
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