Evidence map›Paper›PMID 40047969›Full record

ArticleFunctional & integrative genomics2025

Pan-cancer investigation regarding the prognostic predictive and immunological regulation functions of PGK1 and experimental validation in esophageal squamous cell carcinoma.

Junru Chen, Xun Wu, Hongtao Luo, Dandan Wang, Meng Dong, Yuhang Wang, Yuhong Ou, Shilong Sun, Zhiqiang Liu, Qiuning Zhang and 1 more

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In one paragraph

Article in Functional & integrative genomics, 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

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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.

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4 · The record

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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

11 authors.

Junru ChenThe First School of Clinical Medicine, Lanzhou University, Lanzhou, 730000, Gansu, China.
Xun WuThe First School of Clinical Medicine, Lanzhou University, Lanzhou, 730000, Gansu, China.
Hongtao LuoRadiotherapy Department, Gansu Provincial Hospital of TCM, Lanzhou, 730000, Gansu, China.
Dandan WangThe First School of Clinical Medicine, Lanzhou University, Lanzhou, 730000, Gansu, China.
Meng DongThe First School of Clinical Medicine, Lanzhou University, Lanzhou, 730000, Gansu, China.
Yuhang WangThe First School of Clinical Medicine, Lanzhou University, Lanzhou, 730000, Gansu, China.
Yuhong OuThe First School of Clinical Medicine, Lanzhou University, Lanzhou, 730000, Gansu, China.
Shilong SunInstitute of Modern Physics, Chinese Academy of Sciences, Lanzhou, 730000, Gansu, China.
Zhiqiang LiuInstitute of Modern Physics, Chinese Academy of Sciences, Lanzhou, 730000, Gansu, China.
Qiuning ZhangInstitute of Modern Physics, Chinese Academy of Sciences, Lanzhou, 730000, Gansu, China. 523249930@qq.com.
Quanlin GuanThe First School of Clinical Medicine, Lanzhou University, Lanzhou, 730000, Gansu, China. guanql@lzu.edu.cn.

Funding

Central guidance local science and technology development program 24ZYQA029Gansu Province Project of Science and Technologies 20JR10RA680Lanzhou heavy Ion Accelerator High-end user Project HIR20GY007National Key Research and Development Program of China 2022YFC2401500Science and Technology Project of Lanzhou City 2023-1-9
6 · The paper itself

Abstract

Phosphoglycerate kinase 1 (PGK1), a pivotal enzyme in the glycolysis pathway, contributes to tumor progression through diverse biological activities like cell metabolism, angiogenesis, proliferation, and epithelial-mesenchymal transformation (EMT). Although PGK1 has been intensively researched in specific cancer types, its overarching significance in pan-cancer contexts remains underexplored. This study leveraged various public database resources, including the Cancer Genome Atlas (TCGA), Genotype-Tissue Expression (GTEx), Tumor Immune Estimation Resource (TIMER2.0), and cBioPortal, to analyze the gene expression, gene alteration characteristics, prognostic value, subcellular localization, biological function, immune characteristics, and drug sensitivity of PGK1 in 33 different cancer types. R software was used to visualize these data. Furthermore, the effects of PGK1 on the proliferation, apoptosis, migration, and invasion of esophageal squamous cell carcinoma (ESCC) cells were also examined in vitro using 5-ethynyl-2'-deoxyuridine (EdU) incorporation assay, CCK-8 assay, Annexin V-FITC/PI assay, migration assay, and invasion assay. The findings suggested that PGK1 is upregulated in various cancer types and closely associated with poor prognosis. In terms of functional enrichment analysis, PGK1 primarily plays a role in glycolysis, hypoxia, EMT, and immune-related pathways. Furthermore, PGK1 is highly expressed in immune and malignant cells in the tumor microenvironment. Notably, PGK1 expression varied significantly among immune cells with distinct activation states. The results of experiments in vitro showed that PGK1 was significantly upregulated in ESCC cells, and its knockdown led to significant inhibition of proliferation, migration, and invasion while increasing cell apoptosis; conversely, overexpression promoted proliferation, migration, and invasion while reducing apoptosis. PGK1 can serve as a prognostic biomarker and therapy target for various cancers, and it may be a promising focal point of immunological studies.

Indexed as

Biomarkers, TumorEsophageal NeoplasmsEsophageal Squamous Cell CarcinomaPhosphoglycerate KinaseApoptosisCell Line, TumorCell MovementCell ProliferationEpithelial-Mesenchymal TransitionGene Expression Regulation, NeoplasticHumansPrognosisBiomarkers, TumorPGK1 protein, humanPhosphoglycerate Kinaseesophageal squamous cell carcinomaImmune infiltrationImmunotherapyPan-cancerPGK1Prognosis

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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.