Evidence map›Paper›PMID 40331946›Full record

ArticleInternational journal of molecular sciences2025

Development and Validation of a Prognostic Model for Lung Adenocarcinoma Based on CAF-Related Genes: Unveiling the Role of COX6A1 in Cancer Progression and CAF Infiltration.

Xinyu Zhu, Bo Li, Lexin Qin, Tingting Liang, Wentao Hu, Jianxiang Li, Jin Wang

Abstract read
In one paragraph

Article in International journal of molecular sciences, 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
  2. Review
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.

Xinyu ZhuSchool of Public Health, Suzhou Medicine College of Soochow University, Suzhou 215123, China.ORCID 0009-0001-1532-2710
Bo LiSchool of Public Health, Suzhou Medicine College of Soochow University, Suzhou 215123, China.
Lexin QinSchool of Public Health, Suzhou Medicine College of Soochow University, Suzhou 215123, China.
Tingting LiangSchool of Public Health, Suzhou Medicine College of Soochow University, Suzhou 215123, China.
Wentao HuSchool of Public Health, Suzhou Medicine College of Soochow University, Suzhou 215123, China.
Jianxiang LiSchool of Public Health, Suzhou Medicine College of Soochow University, Suzhou 215123, China.ORCID 0000-0001-6674-7703
Jin WangSchool of Public Health, Suzhou Medicine College of Soochow University, Suzhou 215123, China.

Funding

China Postdoctoral Science Foundation 2023M732527Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, MOE Key Laboratory of Geriatric Diseases and Immunology naNational Natural Science Foundation of China 82304184National Natural Science Foundation of China 82373613Priority Academic Program Development of Jiangsu Higher Education Institutions (PAPD) na
6 · The paper itself

Abstract

Lung adenocarcinoma (LUAD), the predominant subtype of non-small cell lung cancer (NSCLC), presents significant challenges in early diagnosis and personalized treatment. Recent research has focused on the role of the tumor microenvironment, particularly tumor-associated fibroblasts (CAFs), in tumor progression. This study systematically analyzed CAF immune infiltration-related genes to construct a prognostic model for LUAD, confirming its predictive value for patient outcomes. The risk score derived from CAF-related genes (CAFRGs) was negatively correlated with immune microenvironment scores and linked to the expression of immune checkpoint genes, indicating that high-risk patients may exhibit immune escape characteristics. Analysis via the TIDE tool revealed that low-risk patients had more active T-cell immune responses. The risk score also correlated with anti-tumor drug sensitivity, particularly to doramapimod. Notably,

Indexed as

Adenocarcinoma of LungCancer-Associated FibroblastsLung NeoplasmsBiomarkers, TumorCell Line, TumorCell MovementCell ProliferationDisease ProgressionGene Expression Regulation, NeoplasticHumansPrognosisTumor MicroenvironmentBiomarkers, TumorCOX6A1immune microenvironmentlung adenocarcinomaprognostic modeltumor-associated fibroblasts

Identifiers

PMID40331946
PMCPMC12026577

What OpenQuestion 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 OpenQuestion graph.