Evidence map›Paper›PMID 41798754›Full record

SynthesisFrontiers in cellular and infection microbiology2026

Antigen-specific Th1 cytokine markers and protection against tuberculosis: a systematic review and meta-analysis stratified by progression to active disease and sustained IGRA conversion.

TianYu Lin, Sheng Liu, Yan-Yu Pan

Erratum issuedAbstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in Frontiers in cellular and infection microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. 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. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors.

TianYu LinFuzong Clinical Medical College of Fujian Medical University, Fuzhou, China.
Sheng LiuThe Second Department of Infection, 900th Hospital of PLA Joint Logistic Support Force, Fuzhou, China.
Yan-Yu PanThe Second Department of Infection, 900th Hospital of PLA Joint Logistic Support Force, Fuzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Tuberculosis (TB) remains a leading global cause of infectious mortality. Accelerating vaccine development requires validated immune correlates of protection (CoPs). Mechanistic studies have long highlighted Th1 cytokines (IFN-γ, IL-2, TNF-α) as crucial for anti-mycobacterial immunity, leading to the hypothesis that antigen-specific Th1 responses, particularly polyfunctional T cells, may serve as a CoP. However, clinical evidence linking these responses to protection has been inconsistent. Methods: We conducted a systematic review and meta-analysis to evaluate antigen-specific IFN-γ, IL-2, and TNF-α as correlates of protection or risk. We searched PubMed/MEDLINE, Embase, Web of Science, and Cochrane Central up to June 30, 2025. We included human studies with longitudinal follow-up that measured these cytokines and reported progression to active TB disease (primary analysis) or sustained IGRA conversion (secondary analysis). Study selection, data extraction, and risk-of-bias assessment were performed in duplicate. Random-effects meta-analyses were conducted where feasible, pooling across different antigen classes (e.g., PPD, BCG, ESAT-6/CFP-10, vaccine antigens) and assay platforms (e.g., ICS, ELISpot, whole-blood). Although these assays and antigens differ in their ability to activate distinct immune responses, the pooled estimates reflect general trends in immune markers across various immunological contexts. This pooling approach was taken to maximize available data and evaluate broad immune responses. Where possible, we conducted subgroup and sensitivity analyses to explore the robustness of the findings across antigen and assay categories. Results: From 1, 268 records, 10 studies were included. In the primary analysis of active TB disease (n=6 studies), pooled odds ratios for IFN-γ, IL-2, TNF-α, and polyfunctional responses were all close to 1.0 (range: 0.97-1.11) with confidence intervals spanning the null and low heterogeneity (I² = 0%). In the secondary analysis of sustained IGRA conversion (n=5 studies), continuous measures of IFN-γ and IL-2 were marginally higher in converters (pooled MDs: 0.07 and 0.06, respectively). Binary analyses showed a consistent but modest trend toward positive association (pooled ORs: 1.13 for IFN-γ, 1.07 for IL-2), though confidence intervals included 1.0. Sensitivity and subgroup analyses were conducted, including stratification by antigen type (e.g., PPD, BCG, ESAT-6/CFP-10, vaccine antigens) and assay platform (e.g., ICS, ELISpot, whole-blood). While no significant effect modification was observed, this stratification underscores the importance of considering heterogeneity across different antigenic stimuli and assay methodologies when interpreting the pooled results. A Baujat plot identified specific studies (e.g., Kagina et al., Nemes et al.) as primary contributors to heterogeneity. Conclusion: Available prospective evidence does not support antigen-specific Th1 cytokine magnitudes-individually or as polyfunctional profiles-as reliable, standalone correlates of protection against progression to active TB disease. These responses appear more strongly associated with immune activation states linked to recent antigen exposure or infection risk. The findings underscore the need to look beyond peripheral Th1 cytokine levels, recognizing that the pooled estimates across different antigen types and assay platforms reflect general directional trends rather than directly comparable quantitative effects. This highlights the need for a more nuanced approach, considering the diversity of immune responses induced by varying antigens and assay techniques. Future studies should aim for standardized, harmonized assays and endpoint definitions to allow for more accurate comparisons across different study designs and populations. Systematic review registration: https://www.crd.york.ac.uk/prospero/, identifier INPLASY202610094.

Indexed as

Antigens, BacterialCytokinesTh1 CellsTuberculosisBiomarkersDisease ProgressionHumansInterferon-gammaInterferon-gamma Release TestsInterleukin-2Mycobacterium tuberculosisTumor Necrosis Factor-alphaAntigens, BacterialBiomarkersCytokinesInterferon-gammaInterleukin-2Tumor Necrosis Factor-alphacorrelate of protectioncorrelate of riskIFN-γIGRA conversionIL-2polyfunctional T cellssystematic reviewTNF-α

Identifiers

PMID41798754
PMCPMC12963246

What Socratic holds

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LicenceCC BY
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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.