Evidence map›Paper›PMID 41050683›Full record

ArticleFrontiers in immunology2025

TGM2 regulated by transcription factor NR3C1 drives p38 MAPK-mediated tumor progression and immune evasion in lung squamous cell carcinoma.

Chunlong Lin, Shangfu Li, Liang Yi, Huiling Zhou, Zhiyi Xiao, Zhuo Yang, Qingping Chen, Xiangyang Peng, Kanao Li, Qing Wang and 6 more

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 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
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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

16 authors.

Chunlong LinDepartment of Respiratory and Critical Care Medicine, Yueyang People's Hospital of Hunan Normal University, Yueyang, China.
Shangfu LiDepartment of Respiratory and Critical Care Medicine, Yueyang People's Hospital of Hunan Normal University, Yueyang, China.
Liang YiDepartment of Respiratory and Critical Care Medicine, Yueyang People's Hospital of Hunan Normal University, Yueyang, China.
Huiling ZhouDepartment of Respiratory and Critical Care Medicine, Yueyang People's Hospital of Hunan Normal University, Yueyang, China.
Zhiyi XiaoDepartment of Respiratory and Critical Care Medicine, Yueyang People's Hospital of Hunan Normal University, Yueyang, China.
Zhuo YangDepartment of Respiratory and Critical Care Medicine, Yueyang People's Hospital of Hunan Normal University, Yueyang, China.
Qingping ChenDepartment of Respiratory and Critical Care Medicine, Yueyang People's Hospital of Hunan Normal University, Yueyang, China.
Xiangyang PengDepartment of Respiratory and Critical Care Medicine, Yueyang People's Hospital of Hunan Normal University, Yueyang, China.
Kanao LiDepartment of Respiratory and Critical Care Medicine, Yueyang People's Hospital of Hunan Normal University, Yueyang, China.
Qing WangDepartment of Respiratory and Critical Care Medicine, Yueyang People's Hospital of Hunan Normal University, Yueyang, China.
Wei LiuDepartment of Pathology, Yueyang People's Hospital of Hunan Normal University, Yueyang, China.
Ni LiDepartment of Pathology, Yueyang People's Hospital of Hunan Normal University, Yueyang, China.
Lun LiDepartment of Respiratory and Critical Care Medicine, Yueyang People's Hospital of Hunan Normal University, Yueyang, China.
Duanlin DuDepartment of Respiratory and Critical Care Medicine, Yueyang People's Hospital of Hunan Normal University, Yueyang, China.
Qi XuDepartment of Respiratory and Critical Care Medicine, Yueyang People's Hospital of Hunan Normal University, Yueyang, China.
Lingge YangDepartment of Respiratory and Critical Care Medicine, Yueyang People's Hospital of Hunan Normal University, Yueyang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Lung squamous cell carcinoma (LUSC) is highly malignant with limited therapeutic targets. Prior studies indicate transglutaminase 2 (TGM2) regulates the tumor microenvironment, but its mechanisms in driving LUSC progression and immune evasion remain unclear. Methods: The prognostic value of TGM2 was analyzed using the TCGA LUSC cohort. Key genes were screened Results: TGM2 was an independent prognostic factor for LUSC. High TGM2 expression correlated with reduced overall survival (OS, P = 0.00018) and disease-free survival (DFS, P = 0.00019). TGM2 promoted proliferation, migration, invasion, clonogenicity, and suppressed apoptosis in LUSC cells by activating p38 MAPK signaling. Elevated TGM2 levels were associated with an immunosuppressive microenvironment: decreased Th1 (R = -0.186, P < 0.0001) and NK cell infiltration (R = -0.116, P = 0.0092), and increased M2 macrophage (R = 0.164-0.528, P < 0.0001) and cancer-associated fibroblast infiltration (R = 0.469, P < 0.0001). NR3C1 was identified as a key transcription factor regulating TGM2. ChIP-qPCR analysis confirmed that NR3C1 binds to a specific site (921-935) within the TGM2 promoter, and their expression showed a strong positive correlation (R = 0.53, P < 0.0001). Conclusion: TGM2 drives LUSC progression

Indexed as

Carcinoma, Squamous CellGTP-Binding ProteinsImmune EvasionLung Neoplasmsp38 Mitogen-Activated Protein KinasesTransglutaminasesTumor EscapeCell Line, TumorDisease ProgressionFemaleGene Expression Regulation, NeoplasticHumansMalePrognosisProtein Glutamine gamma Glutamyltransferase 2Tumor MicroenvironmentGTP-Binding Proteinsp38 Mitogen-Activated Protein KinasesProtein Glutamine gamma Glutamyltransferase 2TGM2 protein, humanTransglutaminasesimmune evasionlung squamous cell carcinomaNR3C1p38 MAPK signalingTGM2tumor microenvironment

Identifiers

PMID41050683
PMCPMC12488625

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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 OpenQuestion graph.