Evidence map›Paper›PMID 40496619›Full record

ArticleFrontiers in oncology2025

GNG7 as a tumor-suppressor gene in lung adenocarcinoma: implications for prognosis and immune-based therapies.

Kexin Luo, Meihan Liu, Zhongqin Peng, Haiyang Zhao, Guoyi Li, Yuanze Cai, Yumeng Lei, Hongpan Zhang, Yongsheng Zhao

Abstract read
In one paragraph

Article in Frontiers in oncology, 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

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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

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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. Characterization and pathogenic mechanisms of aFrontiers in microbiology · 2026
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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

9 authors.

Kexin Luo *Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China.
Meihan Liu *Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China.
Zhongqin Peng *Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China.
Haiyang ZhaoAffiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China.
Guoyi LiAffiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China.
Yuanze CaiDepartment of Clinical Medicine, North Sichuan Medical College, Nanchong, China.
Yumeng LeiDepartment of Clinical Medicine, Guizhou Medical University, Guiyang, China.
Hongpan ZhangAffiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China.
Yongsheng ZhaoAffiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Lung adenocarcinoma (LUAD) is among the most prevalent and lethal forms of cancer worldwide, largely due to the lack of early symptoms and frequent late-stage diagnosis. G protein γ subunit 7 (GNG7) has been implicated in the regulation of cell proliferation, apoptosis, and migration across various cancers. However, its immunological role in LUAD progression remains poorly understood. Methods: We analyzed The Cancer Genome Atlas (TCGA) database to assess the relationship between GNG7 expression and clinical outcomes in LUAD. Immune cell infiltration and immune-related gene expression were evaluated in association with GNG7 levels. In vitro functional assays, including proliferation, migration, invasion, and apoptosis assays, were performed following GNG7 overexpression. A prognostic model was constructed based on immune-related genes regulated by GNG7 and validated using the GSE31210 and IMvigor210 cohorts. Results: Low GNG7 expression was associated with enhanced tumor growth and poor prognosis in LUAD patients. GNG7 expression correlated significantly with immune cell infiltration and key immune regulatory markers. In vitro, GNG7 overexpression suppressed LUAD cell proliferation, migration, and invasion, while promoting apoptosis. The developed GNG7-related immune gene prognostic model effectively predicted both patient prognosis and immunotherapy response. Discussion: Our findings highlight the critical role of GNG7 in LUAD progression and its modulation of the tumor immune microenvironment. GNG7 shows promise as a prognostic biomarker and potential therapeutic target for immune-based LUAD treatment strategies.

Indexed as

GNG7immune infiltrationimmunotherapylung adenocarcinomaprognostic model

Identifiers

PMID40496619
PMCPMC12148889

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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.