Evidence map›Paper›PMID 41668767›Full record

ArticleFrontiers in immunology2025

Multi-omics identification of immune-related biomarkers predicting tofacitinib response in rheumatoid arthritis.

Fangyi Lu, Yanshu Shao, Qilin Chen, Qi Liu, Huaxiang Liu, Zhen Liu, Yunfeng Li

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

7 authors.

Fangyi LuDepartment of Nephrology, Qilu Hospital, Shandong University, Jinan, Shandong, China.
Yanshu ShaoDepartment of Rheumatology, Qilu Hospital, Shandong University, Jinan, Shandong, China.
Qilin ChenShandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China.
Qi LiuDepartment of Rheumatology, Qilu Hospital, Shandong University, Jinan, Shandong, China.
Huaxiang LiuDepartment of Rheumatology, Qilu Hospital, Shandong University, Jinan, Shandong, China.
Zhen LiuDepartment of Anatomy and Neurobiology, School of Basic Medical Sciences, Shandong University, Jinan, Shandong, China.
Yunfeng LiDepartment of Pediatric Surgery, Qilu Hospital, Shandong University, Jinan, Shandong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Rheumatoid arthritis (RA) is a prototypical autoimmune disease characterized by chronic inflammation and immune dysregulation. Although Janus kinase (JAK) inhibitors such as tofacitinib have expanded therapeutic options, treatment responses remain heterogeneous and reliable predictors of efficacy are lacking. Methods: Peripheral blood mononuclear cells (PBMCs) and serum samples were collected from 14 patients with active RA before initiation of tofacitinib treatment. Patients were classified as responders or non-responders according to EULAR DAS28 criteria after treatment. An integrative multi-omics approach was applied, including RNA sequencing, miRNA sequencing, proteomics, and untargeted metabolomics. Comprehensive bioinformatics analyses were performed to identify potential candidate predictors of tofacitinib response. Key findings were further assessed through internal validation in an independent cohort of tofacitinib-treated RA patients and external validation using publicly available datasets. Results: Multi-omics analyses revealed upregulation of ribosomal proteins in PBMCs of responders, with Conclusions: This study provides exploratory integrative multi-omics evidence linking immune-related transcriptomic, proteomic, and metabolic alterations to heterogeneous therapeutic responses in RA. The identified signatures improve our understanding of molecular pathways underlying JAK inhibition response and offer potential candidate biomarkers to guide personalized treatment strategies.

Indexed as

Arthritis, RheumatoidPiperidinesProtein Kinase InhibitorsPyrimidinesAdultAgedBiomarkersFemaleHumansLeukocytes, MononuclearMaleMetabolomicsMicroRNAsMiddle AgedMultiomicsProteomicsBiomarkersMicroRNAsPiperidinesProtein Kinase InhibitorsPyrimidinestofacitinibimmune-related biomarkersmulti-omicsprecision medicinerheumatoid arthritistofacitinib

Identifiers

PMID41668767
PMCPMC12884169

What Socratic holds

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Registered trials

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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 Socratic graph.