Evidence map›Paper›PMID 42804139›Full record

ReviewIrish journal of medical science2026

Subclinical inflammation and early pathogenesis of rheumatic diseases: mechanistic insights relevant to primary care.

Wentong Wu, Yajing Liu, Xiaodong Wang, Jinxin Liu, Yuhua Su

Abstract readReview
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In one paragraph

Review in Irish journal of medical science, 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

5 authors.

Wentong Wu *Clinical Research Center, Affiliated Hospital of Shandong Second Medical University (Clinical Medical School), Weifang, China.
Yajing Liu *Clinical Research Center, Affiliated Hospital of Shandong Second Medical University (Clinical Medical School), Weifang, China.
Xiaodong WangClinical Research Center, Affiliated Hospital of Shandong Second Medical University (Clinical Medical School), Weifang, China.
Jinxin LiuClinical Research Center, Affiliated Hospital of Shandong Second Medical University (Clinical Medical School), Weifang, China. 17862970958@163.com.
Yuhua SuClinical Research Center, Affiliated Hospital of Shandong Second Medical University (Clinical Medical School), Weifang, China. suyuhua_1986@sdsmu.edu.cn.ORCID http://orcid.org/0009-0009-9093-3069

Funding

Scientific Research Development Fund of Affiliated Hospitals (Teaching Hospitals) of Shandong Second Medical University 2024FYM009Weifang Science and Technology Development Plan Project 2024YX045
6 · The paper itself

Abstract

Rheumatic diseases exhibit insidious onset and non-specific early manifestations, causing substantial diagnostic delays in primary care. This delay is closely linked to a prolonged subclinical inflammation phase, where pathogenic immune processes are active yet clinically inapparent. The mechanistic basis of this early disease concealment remains incompletely synthesized. Subclinical inflammation represents a state of persistent, low-grade immune activation in the absence of overt clinical signs, structural damage, or marked laboratory abnormalities. This phase is driven primarily by innate immune priming, sterile inflammation, and low-intensity cytokine signaling, which together sustain immune dysregulation below conventional diagnostic thresholds. Key processes include pattern recognition receptor activation, inflammasome signaling, modest but chronic cytokine production, and gradual erosion of immune tolerance. These mechanisms precede adaptive immune engagement, autoantibody maturation, and tissue-specific inflammation, thereby creating a temporal dissociation between molecular pathology and clinical expression. Disease-specific evidence from rheumatoid arthritis and systemic lupus erythematosus how subclinical inflammation constitutes a common early pathogenic state across diverse rheumatic conditions. Importantly, the heterogeneity and compartmentalization of early immune activation explain why routine clinical assessment and standard inflammatory markers frequently fail to detect active disease in primary care. By integrating current mechanistic insights, this review reframes diagnostic delay as a biologically driven phenomenon rather than a limitation of clinical practice. Understanding the mechanisms of subclinical inflammation provides a rational framework for risk-informed recognition and timely referral in primary care, with potential implications for improving long-term outcomes in rheumatic diseases.

Indexed as

Cytokine signalingDiagnostic delayEarly pathogenesisImmune toleranceInnate immunityPrimary careRheumatic diseasesSubclinical inflammation

Identifiers

What Socratic holds

Textmetadata
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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 Socratic graph.