# Inflammatory protein profiling in immune cells identifies molecular signatures for enhanced diagnostic precision in psoriatic arthritis

**Authors:** Jesús Eduardo Martín-Salazar, Iván Arias-de la Rosa, María Dolores López-Montilla, Pedro Ortiz-Buitrago, Laura Cuesta-López, María Ángeles Puche-Larrubia, Miriam Ruiz-Ponce, Carlos Pérez-Sánchez, Antonio Manuel Barranco, Adrián Santiago Ortiz, María Carmen Ábalos-Aguilera, Laura Romero-Zurita, Rafaela Ortega, Elena Moreno-Caño, Jerusalem Calvo, Alejandro Escudero-Contreras, Chary López-Pedrera, Eduardo Collantes-Estévez, Clementina López-Medina, Nuria Barbarroja

PMC · DOI: 10.1186/s43556-026-00432-5 · 2026-03-19

## TL;DR

This study identifies protein signatures in immune cells that improve the accuracy of diagnosing psoriatic arthritis and reveals biomarkers with potential clinical relevance.

## Contribution

The study introduces a five-parameter diagnostic model combining proteomic and clinical data for PsA with high accuracy.

## Key findings

- Sixty-eight proteins were found to be significantly dysregulated in PsA, indicating immune-inflammatory pathway activation.
- A five-parameter model (ESR, plaque psoriasis, LILRB4, ADGRE2, SIGLEC10) showed excellent diagnostic discrimination across three cohorts.
- Distinct proteomic signatures were observed in early versus established PsA, suggesting progression-linked molecular patterns.

## Abstract

Psoriatic arthritis (PsA) lacks reliable biomarkers to support early diagnosis and disease stratification. This study aimed to identify protein signatures associated with PsA and develop a clinically relevant model integrating molecular and clinical features. We conducted a cross-sectional study including 143 patients with PsA and 101 controls across three cohorts. The exploratory cohort included 77 patients with PsA and 50 symptomatic controls without inflammatory disease. Two independent cohorts were used for external validation: validation cohort 1 comprised PsA patients receiving conventional DMARDs, and validation cohort 2 included PsA patients receiving biological treatment. Proteomic profiling of 384 inflammation-related proteins was performed in PBMCs using Olink technology. Machine learning–based approaches were applied to identify and optimize a diagnostic biomarker model integrating proteomic and clinical variables. Functional in vitro assays were conducted to evaluate the mechanistic regulation of biomarker-associated proteins. Sixty-eight proteins were significantly dysregulated in PsA, highlighting activation of immune-inflammatory pathways. Several proteins correlated with arthritis severity, psoriasis burden, and CRP. A five-parameter diagnostic model (ESR, plaque psoriasis, LILRB4, ADGRE2, SIGLEC10) showed excellent discrimination across all three cohorts. The upregulation of LILRB4, ADGRE2, and SIGLEC10 in PBMCs exposed to PsA serum supported their mechanistic relevance. Distinct proteomic signatures differentiated early from established PsA, revealing molecular patterns linked to disease progression. This study identifies a potential protein signature associated with PsA and provides a validated diagnostic model with high accuracy. These findings advance molecularly guided diagnosis and highlight biomarkers with both mechanistic and translational relevance.

The online version contains supplementary material available at 10.1186/s43556-026-00432-5.

## Linked entities

- **Genes:** LILRB4 (leukocyte immunoglobulin like receptor B4) [NCBI Gene 11006], ADGRE2 (adhesion G protein-coupled receptor E2) [NCBI Gene 30817], SIGLEC10 (sialic acid binding Ig like lectin 10) [NCBI Gene 89790]
- **Proteins:** LILRB4 (leukocyte immunoglobulin like receptor B4), ADGRE2 (adhesion G protein-coupled receptor E2), SIGLEC10 (sialic acid binding Ig like lectin 10)
- **Diseases:** psoriatic arthritis (MONDO:0011849), psoriasis (MONDO:0005083)

## Full-text entities

- **Genes:** CRP (C-reactive protein) [NCBI Gene 1401] {aka PTX1}, LAIR1 (leukocyte associated immunoglobulin like receptor 1) [NCBI Gene 3903] {aka CD305, LAIR-1}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, LTBR (lymphotoxin beta receptor) [NCBI Gene 4055] {aka D12S370, LT-BETA-R, TNF-R-III, TNFCR, TNFR-RP, TNFR2-RP}, ADGRE2 (adhesion G protein-coupled receptor E2) [NCBI Gene 30817] {aka CD312, CD97, EMR2, VBU}, NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790] {aka CVID12, EBP-1, KBF1, NF-kB, NF-kB1, NF-kappa-B1}, VEGFA (vascular endothelial growth factor A) [NCBI Gene 7422] {aka L-VEGF, MVCD1, VEGF, VPF}, LILRB4 (leukocyte immunoglobulin like receptor B4) [NCBI Gene 11006] {aka B4, CD85K, ILT-3, ILT3, LIR-5, LIR5}, TNFSF10 (TNF superfamily member 10) [NCBI Gene 8743] {aka APO2L, Apo-2L, CD253, TANCR, TL2, TNLG6A}, TPP1 (tripeptidyl peptidase 1) [NCBI Gene 1200] {aka CLN2, GIG1, LPIC, SCAR7, TPP-1}, FSTL3 (follistatin like 3) [NCBI Gene 10272] {aka FLRG, FSRP}, TNFSF11 (TNF superfamily member 11) [NCBI Gene 8600] {aka CD254, ODF, OPGL, OPTB2, RANKL, TNLG6B}, SIGLEC10 (sialic acid binding Ig like lectin 10) [NCBI Gene 89790] {aka PRO940, SIGLEC-10, SLG2}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, BTN2A1 (butyrophilin subfamily 2 member A1) [NCBI Gene 11120] {aka BK14H9.1, BT2.1, BTF1, BTN2.1, DJ3E1.1}
- **Diseases:** Psoriasis (MESH:D011565), PsA (MESH:D015535), arthritis (MESH:D001168), plaque (MESH:D003773), uveitis (MESH:D014605), cardiovascular disease (MESH:D002318), Ankylosing Spondylitis (MESH:D013167), type II diabetes mellitus (MESH:D003924), obesity (MESH:D009765), osteoclast (MESH:D001862), enthesitis (MESH:D001171), dyslipidemia (MESH:D050171), IBD (MESH:D015212), back pain (MESH:D001416), Inflammation (MESH:D007249), immune-mediated diseases (MESH:C567355), synovitis (MESH:D013585), bone marrow edema (MESH:D004487), low back pain (MESH:D017116), hypertension (MESH:D006973), long-standing disease (MESH:D000094024), soft tissue pain (MESH:D017695), rheumatic disease (MESH:D012216), joint damage (MESH:D007592), arterial (MESH:D012078), destruction (MESH:D008105), arthralgia (MESH:D018771), ankylosis (MESH:D000844), musculoskeletal (MESH:D009140)
- **Chemicals:** sodium citrate (MESH:D000077559), phenylmethylsulfonyl fluoride (MESH:D010664), Leflunomide (MESH:D000077339), PEA (-), Sulfasalazine (MESH:D012460)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13000094/full.md

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Source: https://tomesphere.com/paper/PMC13000094