MétaCan
Menu
Back to cohort
Record W4413488391 · doi:10.3389/fimmu.2025.1676002

Editorial: Immune tolerance dual role: advancements in cancer and autoimmune diseases

2025· editorial· en· W4413488391 on OpenAlexaff
Shisan Bao, Xiaoxiao Liu, Chun Jing Wang

Bibliographic record

VenueFrontiers in Immunology · 2025
Typeeditorial
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammasome and immune disorders
Canadian institutionsInstitute of Infection and Immunity
FundersScience and Technology Program of Gansu Province
KeywordsMedicineImmune systemCancerImmunologyImmune toleranceInternal medicine

Abstract

fetched live from OpenAlex

In the evolving landscape of immunology and oncology, the immune system is increasingly recognised as both a sentinel and a saboteur-capable of maintaining homeostasis or fuelling disease. Advances in immunotherapies and systems-level approaches such as multi-omics have exposed the dual nature of immune regulation: it can suppress tumours or promote their progression, preserve tolerance or incite autoimmunity. This paradox underscores the central challenge in harnessing immunity therapeutically. The studies featured in this Research Topic collectively reflect the complexity of immune modulation and highlight emerging opportunities for context-aware interventions across cancer and inflammatory diseases.Zeng et al. investigate the PYHIN family-AIM2, IFI16, IFIX, and MNDA-cytosolic DNA sensors that traditionally mediate inflammasome activation and pyroptosis (https://doi.org/10.3389/fimmu.2025.1576674). While these proteins may promote anti-tumour immunity through immune-mediated cell death, they can also enhance tumour progression in certain contexts by sustaining chronic inflammation or aiding immune evasion. Their findings caution against indiscriminate therapeutic targeting and emphasise the need for tumour-specific strategies that consider immune landscape, microenvironment, and PYHIN expression dynamics.Torniai et al. present a rare case of a patient with sarcomatoid urothelial carcinoma and preexisting dermatomyositis (DM) who responded to pembrolizumab without autoimmune exacerbation, supported by intravenous immunoglobulin (IVIG) (https://doi.org/10.3389/fimmu.2025.1558964). Although the case suggests a possible role for immunomodulatory co-therapies in managing immunerelated adverse events (irAEs), it remains anecdotal. Broader evidence is needed to establish standardised protocols and assess long-term safety of immune checkpoint inhibitors (ICIs) in autoimmune populations.The review by Huang et al. explores the immunomodulatory potential of mixed-dose radiotherapy (RT) in non-small cell lung cancer (https://doi.org/10.3389/fimmu.2024.1508007). By combining high-and low-dose RT, the authors observed enhanced chemokine expression (e.g. CCL17), increased CD8⁺ T cell infiltration, and improved synergy with ICIs. These findings reinforce RT's emerging role as an immune-modulating tool, not merely a cytotoxic one. However, optimal fractionation schedules, timing relative to immunotherapies, and tumour-specific responses require further investigation before broad clinical adoption.In the realm of microbiota and cancer, the review on Akkermansia muciniphila highlights its depletion in hepatocellular carcinoma patients with poor ICI response (https://doi.org/10.3389/fimmu.2025.1524563). Although mechanistic details remain incomplete, this commensal bacterium appears to influence anti-tumour immunity through gut-liver axis modulation. Translating this into clinical practice will require well-designed trials that carefully standardise interventions and identify optimal microbial strains or metabolites.Wu et al. report on the traditional herbal formula Yinchenhao decoction (YCHD) in an autoimmune hepatitis mouse model (https://doi.org/10.3389/fimmu.2024.1488125). Their work suggests that YCHD restores Th1/Treg balance and promotes gut-derived short-chain fatty acids, thereby enhancing immune tolerance. While mechanistically insightful, the translation of herbal medicine into clinical immunology remains hindered by challenges in formulation consistency, pharmacokinetics, and reproducibility across batches and populations.A promising therapeutic innovation is described by Song et al., who evaluate IAH0968-a first-in-class, afucosylated anti-HER2 monoclonal antibody designed to enhance antibody-dependent cellular cytotoxicity (https://doi.org/10.3389/fimmu.2024.1481326). In a heavily pretreated cohort, IAH0968 achieved a disease control rate above 50%, albeit with modest objective responses. This study reinforces the relevance of Fc-engineering in strengthening immune effector functions, though further trials in earlier treatment settings or in combination regimens are needed to realise its full potential.Chen et al. identify SPAG4 as a novel glioblastoma target associated with disulfidptosis, an emerging form of regulated cell death (https://doi.org/10.3389/fimmu.2024.1462064). Elevated SPAG4 correlated with poor prognosis and increased CD47 expression, a known immune evasion marker. While these findings introduce an intriguing biomarker, future studies must address SPAG4's tissue specificity, targetability, and functional role within the tumour-immune microenvironment to support its translational utility. Despite rapid intervention, the patient died within 16 days of diagnosis. This rare but fatal irAE illustrates the precarious immunological balance in patients with pre-existing autoimmunity and underscores the urgent need for risk stratification tools and mechanistic insights to guide immunotherapy in high-risk populations.Taken together, the studies in this Research Topic illuminate the complexity-and, at times, unpredictability-of immune modulation in cancer and inflammatory disorders. They converge on a common message: effective immunotherapy requires nuanced understanding of immune contexture, patient history, and the evolving crosstalk between tumour, host, and environment. Bridging mechanistic discovery with translational insight will be key to transforming immune complexity into therapeutic precision.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.017
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: Editorial
Teacher disagreement score0.016
Threshold uncertainty score0.054

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.017
Meta-epidemiology (narrow)0.0040.001
Meta-epidemiology (broad)0.0040.003
Bibliometrics0.0030.001
Science and technology studies0.0020.003
Scholarly communication0.0060.006
Open science0.0040.002
Research integrity0.0130.017
Insufficient payload (model declined to judge)0.0160.012

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.002
GPT teacher head0.231
Teacher spread0.229 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEditorial

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueFrontiers in ImmunologySame topicInflammasome and immune disordersFrench-language works237,207