Evidence map›Paper›PMID 41851388›Full record

ArticleMolecular biomedicine2026

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

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 and 10 more

Abstract read
In one paragraph

Article in Molecular biomedicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

20 authors.

Jesús Eduardo Martín-Salazar *Rheumatology Service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)//University of Cordoba/Reina Sofia University Hospital, Córdoba, Spain.
Iván Arias-de la RosaRheumatology Service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)//University of Cordoba/Reina Sofia University Hospital, Córdoba, Spain.
María Dolores López-MontillaRheumatology Service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)//University of Cordoba/Reina Sofia University Hospital, Córdoba, Spain.
Pedro Ortiz-BuitragoRheumatology Service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)//University of Cordoba/Reina Sofia University Hospital, Córdoba, Spain.
Laura Cuesta-LópezRheumatology Service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)//University of Cordoba/Reina Sofia University Hospital, Córdoba, Spain.
María Ángeles Puche-LarrubiaRheumatology Service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)//University of Cordoba/Reina Sofia University Hospital, Córdoba, Spain.
Miriam Ruiz-PonceRheumatology Service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)//University of Cordoba/Reina Sofia University Hospital, Córdoba, Spain.
Carlos Pérez-SánchezRheumatology Service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)//University of Cordoba/Reina Sofia University Hospital, Córdoba, Spain.
Antonio Manuel BarrancoRheumatology Service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)//University of Cordoba/Reina Sofia University Hospital, Córdoba, Spain.
Adrián Santiago OrtizBioinformatics and Biostatistics Unit, Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC), Córdoba, Spain.
María Carmen Ábalos-AguileraRheumatology Service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)//University of Cordoba/Reina Sofia University Hospital, Córdoba, Spain.
Laura Romero-ZuritaRheumatology Service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)//University of Cordoba/Reina Sofia University Hospital, Córdoba, Spain.
Rafaela OrtegaRheumatology Service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)//University of Cordoba/Reina Sofia University Hospital, Córdoba, Spain.
Elena Moreno-CañoRheumatology Service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)//University of Cordoba/Reina Sofia University Hospital, Córdoba, Spain.
Jerusalem CalvoRheumatology Service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)//University of Cordoba/Reina Sofia University Hospital, Córdoba, Spain.
Alejandro Escudero-ContrerasRheumatology Service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)//University of Cordoba/Reina Sofia University Hospital, Córdoba, Spain.
Chary López-PedreraRheumatology Service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)//University of Cordoba/Reina Sofia University Hospital, Córdoba, Spain.
Eduardo Collantes-EstévezRheumatology Service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)//University of Cordoba/Reina Sofia University Hospital, Córdoba, Spain.
Clementina López-Medina *Rheumatology Service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)//University of Cordoba/Reina Sofia University Hospital, Córdoba, Spain.
Nuria Barbarroja *Rheumatology Service/Department of Medical and Surgical Sciences, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC)//University of Cordoba/Reina Sofia University Hospital, Córdoba, Spain. barbarrojan@gmail.com.

Funding

Consejería de Salud y Consumo, Junta de Andalucía PI-0243-2022Instituto de Salud Carlos III FI21/00039Instituto de Salud Carlos III FI23/00233Instituto de Salud Carlos III IFI24/00026Instituto de Salud Carlos III PI22/00539Instituto de Salud Carlos III PMP21/00119Ministerio de Ciencia, Innovación y Universidades FPU20/06329Ministerio de Ciencia, Innovación y Universidades RYC2021-033828-I
6 · The paper itself

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.

Indexed as

Arthritis, PsoriaticInflammationProteomeProteomicsAdultBiomarkersCase-Control StudiesCross-Sectional StudiesFemaleHumansLeukocytes, MononuclearMaleMiddle AgedBiomarkersProteomeBiomarkersMachine LearningProteomicPsoriatic Arthritis

Identifiers

PMID41851388
PMCPMC13000094

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.