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Abstract Number: 1240

Serum Olink Proteomics Identifies Novel Mediators of Pain in Lupus Nephritis Patients Without Extrarenal Clinical Activity

Sarah Keegan1, Philip Carlucci2, Peter Izmirly3, Erin Carter4, Sanchit Sanyal5, Brooke Cohen6, Jasmine Shwetar7, Katie Preisinger8, Devyn Zaminski6, Kristina Deonaraine6, Mala Masson9, Andrea Fava10, Judith James11, Rufei Lu11, Wade DeJager12, Chaim Putterman13, Michael Belmont14, Richard Furie15, Maria Dall'Era16, Diane Kamen17, Kenneth Kalunian18, Jennifer Anolik19, David Wofsy20, Jennifer Barnas21, Nir Hacohen22, Robert Clancy23, Joel Guthridge11, Brad Rovin24, Michelle Petri25, Jill Buyon3 and Kelly Ruggles26, 1NYU Langone, New York, 2New York University School of Medicine, New York, NY, 3NYU Grossman School of Medicine, New York, NY, 4New York University Grossman School of Medicine, New York, NY, 5Johns Hopkins University School of Medicine, Baltimore, MD, 6NYU Langone, NYC, 7New York University School of Medicine, Department of Medicine, New York, 8NYU Langone, NYU Langone, 9NYU Langone Medical Center- Division of Rheumatology, New York, NY, 10Johns Hopkins University, Baltimore, MD, 11Oklahoma Medical Research Foundation, Oklahoma City, OK, 12Oklahoma Medical Research Foundation, Oklahoma City, 13Albert Einstein College of Medicine, Safed, Israel, 14NYU Langone Health, New York, NY, 15Division of Rheumatology, Northwell Health, Great Neck, NY, 16Division of Rheumatology, University of California, San Francisco, CA, 17Medical University of South Carolina, Johns Island, SC, 18UC San Diego, La Jolla, CA, 19University of Rochester Medical Center, Rochester, NY, 20University of California San Francisco, SF, CA, 21University of Rochester, Rochester, NY, 22Broad Institute of MIT Harvard, Cambridge, MA, 23Columbia University, New York, NY, 24The Ohio State University, Columbus, OH, 25Johns Hopkins University School of Medicine, Timonium, MD, 26NYU Grossman School of Medicine, Brooklyn, NY

Meeting: ACR Convergence 2025

Keywords: Lupus nephritis, Outcome measures, pain, proteomics, Systemic lupus erythematosus (SLE)

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Session Information

Date: Monday, October 27, 2025

Title: (1221–1247) Pain in Rheumatic Disease Including Fibromyalgia Poster

Session Type: Poster Session B

Session Time: 10:30AM-12:30PM

Background/Purpose: For patients with lupus nephritis, active disease can be solely renal or include a range of extrarenal signs, such as arthritis or serositis, that can cause pain and decreased quality of life. However, the etiology of pain in the absence of extrarenal clinical activity remains in question, and no clinical trials have evaluated therapies for this potentially debilitating aspect of SLE. The Accelerating Medicines Partnership (AMP) provides an unprecedented opportunity to evaluate molecular mediators of disease in a well-phenotyped multi-ethnic multi-racial cohort of lupus patients enrolled at centers across the US. Accordingly, this study leveraged the AMP and AMP AIM lupus cohorts to evaluate serum proteins associated with patient reported pain specifically in patients without extrarenal clinical activity.

Methods: Pain was assessed using the PROMIS-29 pain interference questionnaire. To limit variability and focus on clinically meaningful outcomes, only patients without clinical extrarenal disease and PROMIS pain interference T scores < 50 (no reported pain interference) or > 55 (abnormal pain interference) were included. The AMP lupus nephritis cohort was used for the discovery analysis (n=28 without pain, n=50 with pain). The AMP AIM lupus cohort, most with renal disease but all chosen without any extrarenal clinical activity, was used for early validation (n=3 without pain, n=8 with pain). Serum proteins were measured using the Olink Explore HT platform. Assays with less than 5 values (AMP) and 1 value (AMP AIM) above limit of detection in either comparison group were excluded. Differential protein expression was evaluated using unadjusted linear models (limma) with candidate proteins considered at log2FC |1.5| and nominal p < 0.05. Pathways were assessed by gene set enrichment analysis (GSEA). An interferon signaling score was calculated by the Singscore method using the proteins in the Reactome “Interferon Signaling” pathway included in the Olink Assay.

Results: The clinical characteristics of the cohorts are described in Table 1. Differential expression analysis revealed 229 (219 up and 10 down) proteins significantly different between patients with vs. without pain and no extrarenal disease in the AMP cohort (Fig 1A). GSEA identified pathways related to innate immune signaling, including interferon, to be associated with pain (Fig 1B). In the validation AMP AIM cohort, there were 148 (101 up and 47 down) proteins significantly associated with pain in the absence of extrarenal activity (Fig 1C). Four proteins—CCL7, IL6, CXCL8, and HYDIN—were significantly elevated in the pain group across both cohorts (Fig 1D and Fig 2A), and all four have been previously linked to the expression of pain in the literature (Fig 2C). An interferon signaling score significantly associated with pain in AMP but not AMP AIM (Fig 2B).

Conclusion: These data suggest that circulating proteins may be key mediators of pain even in SLE patients without overt extrarenal clinical activity. Experimental evidence from mouse models supports the involvement of the identified candidates: CCL7 in neuropathic pain, IL6 in both neuropathic and nociceptive pain, CXCL8 in nociceptive pain, and HYDIN in nociceptive pain.

Supporting image 1 Table 1 Clinical characteristics of patients with and without reported pain in the AMP and AMP AIM lupus cohorts without extrarenal clinical activity. Data represented as median [IQR] or N (%). P-value calculated using chi-squared, Fisher’s exact, or Mann Whitney U test where appropriate. *1 biopsy with arteriosclerosis and 1 biopsy with an unknown pathology but not lupus nephritis.

Supporting image 2Figure 1 (A) Volcano plot of AMP cohort comparison for Pain vs. No Pain (|logFC| > 1.5, p-value < 0.02). (B) GSEA results for the Reactome pathway database for AMP cohort comparison. (C) Volcano plot of AMP-AIM cohort comparison for Pain vs. No Pain (|logFC| > 1.5, p-value < 0.02). (D) Venn Diagram showing overlap between AMP and AMP AIM differential analysis results (|logFC| > 1.5, p-value < 0.05).

Supporting image 3Figure 2 (A) Box plots of NPX (normalized protein expression) values for the in common differential proteins between AMP and AMP AIM cohorts when comparing Pain vs. No Pain. (B) Box plots of the Interferon Signaling Singscore for the AMP cohort. (C) Citations showing each of the four protein candidates has been previously associated with pain.


Disclosures: S. Keegan: None; P. Carlucci: None; P. Izmirly: Hansoh Bio, 2; E. Carter: None; S. Sanyal: None; B. Cohen: None; J. Shwetar: None; K. Preisinger: None; D. Zaminski: None; K. Deonaraine: None; M. Masson: None; A. Fava: Artiva, 2, AstraZeneca, 1, 2, Bain Capital, 2, Biogen, 1, Bristol-Myers Squibb(BMS), 2, Exagen, 5, 9, Quotient Therapeutics, 2, UCB, 6, Zenas, 2; J. James: GlaxoSmithKlein(GSK), 2, Progentec, 5; R. Lu: None; W. DeJager: None; C. Putterman: Cullinan, 1, Progentec, 1; M. Belmont: None; R. Furie: Bristol-Myers Squibb(BMS), 2, 12, Investigator, Genentech, Inc., 2, 12, Investigator, GlaxoSmithKline (GSK), 2, 5, Kyverna Therapeutics, 12, Investigator, Merck/MSD, 2, Novartis, 2, 12, Investigator, Regeneron, 2; M. Dall'Era: AstraZeneca, 2, Aurinia, 2, Biogen, 2, Genentech, Inc., 2, GlaxoSmithKline (GSK), 2, Janssen, 2; D. Kamen: None; K. Kalunian: AstraZeneca, 2, Bristol-Myers Squibb(BMS), 1, Eli Lilly, 1, Genentech, 1, GlaxoSmithKlein(GSK), 1, Merck/MSD, 1, Novartis, 1, Pfizer, 1, Roche, 1; J. Anolik: None; D. Wofsy: None; J. Barnas: None; N. Hacohen: Calico Biosciences, 5, Cytoreason, 1, 11, Danger Bio, 1, 11, Moderna, 5, Repertoire Immune Medicines, 1, 11, Takeda, 5; R. Clancy: None; J. Guthridge: None; B. Rovin: Alexion, 2, Artiva, 2, 11, AstraZeneca, 2, Aurinia, 2, 5, Biogen, 2, 5, Bristol Myers Squibb, 2, Cabelleta, 2, Century, 2, F. Hoffman-La Roche Ltd/Genentech, Inc., 2, GlaxoSmithKlein(GSK), 2, Novartis, 2; M. Petri: Amgen, 2, AnaptysBio, 2, Annexon Bio, 2, AstraZeneca, 2, 5, Atara Biosciences, 2, Aurinia, 2, 5, Autolus, 2, Bain Capital, 2, Baobab Therapeutics, 2, Biocryst, 2, Biogen, 2, Boxer Capital, 2, Cabaletto Bio, 2, Caribou Biosciences, 2, CTI Clinical Trial and Consulting Services, 2, CVS Health, 2, Dualitybio, 2, Eli Lilly, 2, 5, EMD Serono, 2, Emergent, 2, Escient Pharmaceuticals, 2, Exagen, 5, Exo Therapeutics, 2, Gentibio, 2, GlaxoSmithKlein(GSK), 2, 5, iCell Gene Therapeutics, 2, Innovaderm Research, 2, IQVIA, 2, Janssen, 5, Kezar Life Sciences, 2, Kira Pharmaceuticals, 2, Nexstone Immunology, 2, Nimbus Lakshmi, 2, Novartis, 2, Ono Pharma, 2, PPD Development, 2, Proviant, 2, Regeneron, 2, Seismic Therapeutic, 2, Senti Biosciences, 2, Sinomab Biosciences, 2, Steritas, 2, Takeda, 2, Tenet Medicines, 2, TG Therapeutics, 2, UCB, 2, Variant Bio, 2, Worldwide Clinical Trials, 2, Zydus, 2; J. Buyon: Artiva Biotherapeutics, 2, Biogen, 2, Bristol-Myers Squibb(BMS), 2, Celgene, 2, CLIMB Bio Operating, 2, GlaxoSmithKlein(GSK), 2, Janssen, 2, Related Sciences, 2, UCB, 2; K. Ruggles: None.

To cite this abstract in AMA style:

Keegan S, Carlucci P, Izmirly P, Carter E, Sanyal S, Cohen B, Shwetar J, Preisinger K, Zaminski D, Deonaraine K, Masson M, Fava A, James J, Lu R, DeJager W, Putterman C, Belmont M, Furie R, Dall'Era M, Kamen D, Kalunian K, Anolik J, Wofsy D, Barnas J, Hacohen N, Clancy R, Guthridge J, Rovin B, Petri M, Buyon J, Ruggles K. Serum Olink Proteomics Identifies Novel Mediators of Pain in Lupus Nephritis Patients Without Extrarenal Clinical Activity [abstract]. Arthritis Rheumatol. 2025; 77 (suppl 9). https://acrabstracts.org/abstract/serum-olink-proteomics-identifies-novel-mediators-of-pain-in-lupus-nephritis-patients-without-extrarenal-clinical-activity/. Accessed .
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