Evidence map›Paper›PMID 42250079›Full record

ArticleDiscover oncology2026

GFPT2 upregulation predicts poor prognosis and is associated with TGF-β/Smad activation in lung adenocarcinoma.

Zixu Wang, Jiang Fu, Shengjie Tang, Gang Qiu, Shoujun Tang, Tao Liu, Haiyang Hu, Haiyang Guo, Li Yang, Haining Zhou

Abstract read
In one paragraph

Article in Discover oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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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3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Zixu Wang *Department of Thoracic Surgery, Suining Central Hospital, No. 27 Dongping North Road, Hedong New District, Suining, 629000, Sichuan, China.
Jiang Fu *Department of Thoracic Surgery, Suining Central Hospital, No. 27 Dongping North Road, Hedong New District, Suining, 629000, Sichuan, China.
Shengjie TangDepartment of Thoracic Surgery, Suining Central Hospital, No. 27 Dongping North Road, Hedong New District, Suining, 629000, Sichuan, China.
Gang QiuDepartment of Thoracic Surgery, Pengxi County Hospital, Suining, 629100, Sichuan, China.
Shoujun TangDepartment of Thoracic Surgery, Suining Central Hospital, No. 27 Dongping North Road, Hedong New District, Suining, 629000, Sichuan, China.
Tao LiuDepartment of Thoracic Surgery, Suining Central Hospital, No. 27 Dongping North Road, Hedong New District, Suining, 629000, Sichuan, China.
Haiyang HuDepartment of Thoracic Surgery, Suining Central Hospital, No. 27 Dongping North Road, Hedong New District, Suining, 629000, Sichuan, China.
Haiyang GuoDepartment of Thoracic Surgery, Suining Central Hospital, No. 27 Dongping North Road, Hedong New District, Suining, 629000, Sichuan, China.
Li YangDepartment of Thoracic Surgery, Suining Central Hospital, No. 27 Dongping North Road, Hedong New District, Suining, 629000, Sichuan, China. 21463313@qq.com.
Haining ZhouDepartment of Thoracic Surgery, Suining Central Hospital, No. 27 Dongping North Road, Hedong New District, Suining, 629000, Sichuan, China. haining_zhou@zmu.edu.cn.ORCID http://orcid.org/0000-0002-4856-2809

Funding

Suining Municipal Health Commission 25ZDJB06
6 · The paper itself

Abstract

backgroundGlutamine-fructose-6-phosphate amidotransferase 2 (GFPT2) is a rate-limiting enzyme of the hexosamine biosynthetic pathway, but its protein-level expression and functional relevance in lung adenocarcinoma (LUAD) remain unclear.

methodsGFPT2 protein abundance was evaluated in Clinical Proteomic Tumor Analysis Consortium (CPTAC) LUAD proteomics and validated by Western blotting in paired LUAD and adjacent tissues. The Cancer Genome Atlas Lung Adenocarcinoma (TCGA-LUAD) transcriptomes were analyzed for differential expression and pathway enrichment, with survival assessed by Kaplan-Meier and Cox regression. Stable GFPT2 knockdown/overexpression in A549 cells was used to examine proliferation, migration, invasion, and transforming growth factor-β (TGF-β)/Smad2/3 signaling by Western blotting.

resultsGFPT2 protein was significantly upregulated in LUAD compared with adjacent tissues. TCGA-based analyses showed distinct transcriptional profiles between GFPT2 mRNA-high and GFPT2-low tumors, with enrichment of extracellular matrix organization, cell adhesion, and TGF-β-related signaling. High GFPT2 mRNA expression was associated with poorer overall survival and remained an independent adverse prognostic factor in multivariable Cox models. In A549 cells, GFPT2 overexpression was accompanied by enhanced proliferation, migration, and invasion, whereas GFPT2 knockdown showed the opposite effects. Consistently, GFPT2 upregulation was associated with increased TGF-β1 levels and Smad2/3 phosphorylation, suggesting a positive association with TGF-β/Smad signaling activity.

conclusionGFPT2 is upregulated at the protein level in LUAD and is associates with aggressive cellular phenotypes and unfavorable prognosis. Integrated multi-omics analyses and cell-based experiments support a link between GFPT2 and TGF-β/Smad2/3 pathway activation, indicating GFPT2 as a potential prognostic biomarker and therapeutic target.

Indexed as

GFPT2Lung adenocarcinomaPrognosisTGF-β signaling

Identifiers

PMID42250079
PMCPMC13457537

What Socratic holds

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LicenceCC BY-NC-ND
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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.