Evidence map›Paper›PMID 40624187›Full record

ArticleScientific reports2025

Identification and validation of MMP1 as a biomarker associated with mitochondrial oxidative stress in liver hepatocellular carcinoma.

Zhihui Wang, Hao Zhou, Lie Zhang, Xin Liu, Hui Wang

Abstract read
In one paragraph

Article in Scientific reports, 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

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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. Polyporusterone E, a Key Component ofInternational journal of molecular sciences · 2026
    Article
  2. Article
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

5 authors.

Zhihui Wang *Department of Gastrointestinal Surgery, Tongji Medical College, Wuhan Central Hospital, Huazhong University of Science and Technology, No. 26 Shengli Street, Jiang'an District, Wuhan, 430000, Hubei Province, China.
Hao Zhou *Department of Gastrointestinal Surgery, Tongji Medical College, Wuhan Central Hospital, Huazhong University of Science and Technology, No. 26 Shengli Street, Jiang'an District, Wuhan, 430000, Hubei Province, China.
Lie Zhang *Department of Gastrointestinal Surgery, Tongji Medical College, Wuhan Central Hospital, Huazhong University of Science and Technology, No. 26 Shengli Street, Jiang'an District, Wuhan, 430000, Hubei Province, China.
Xin LiuDepartment of General Surgery, Tianjin Medical University General Hospital, Tianjin, 300000, China. liuxin1995@tmu.edu.cn.
Hui WangDepartment of Gastrointestinal Surgery, Tongji Medical College, Wuhan Central Hospital, Huazhong University of Science and Technology, No. 26 Shengli Street, Jiang'an District, Wuhan, 430000, Hubei Province, China. wanghuiandy@163.com.

Funding

Wuhan Central Hospital Discipline No. 2021XK065Wuhan Science and Technology Bureau Dawn Plan Project 2023020201020541
6 · The paper itself

Abstract

Mitochondrial oxidative stress plays a critical role in cancer development and progression. However, there is limited research on the relationship between mitochondrial oxidative stress and liver hepatocellular carcinoma (LIHC). Mitochondrial oxidative stress-related genes were collected from Genecards Portal. Prognosis-linked genes (PLGs) were identified by univariate Cox regression analysis. A risk model was constructed based on the PLGs using least absolute shrinkage and selection operator (LASSO) analysis. Receiver operating characteristic (ROC) curves were used to determine the predictive ability of the model. The expression levels of the prognostic genes were verified in the cell lines. Cell proliferation, apoptosis, and invasion assays were conducted to investigate the functional role of the target gene. We constructed a novel risk model based on 9 prognostic genes (CYP2C19, CASQ2, LPL, TXNRD1, CACNA1S, SLC6A3, OXTR, BIRC5, and MMP1). Survival analysis showed that patients with a low-risk score had a much better overall survival (OS). Prognostic risk score was found to be an independent predictor of prognosis. Patients in the high-risk group had a less favorable tumor microenvironment characterized by a lower degree of immune cell infiltration. Among the nine prognostic genes, MMP1, identified as the most promising candidate, demonstrated the capacity to enhance tumor cell proliferation and invasion. Our investigation reveals the oncogenic role of mitochondrial oxidative stress in LIHC. For the first time, we established a risk prediction model for mitochondrial oxidative stress in patients with LIHC. MMP1 has the potential to function as a promising biomarker in LIHC.

Indexed as

Biomarkers, TumorCarcinoma, HepatocellularLiver NeoplasmsMatrix Metalloproteinase 1MitochondriaOxidative StressApoptosisCell Line, TumorCell ProliferationFemaleGene Expression Regulation, NeoplasticHumansMaleMiddle AgedPrognosisTumor MicroenvironmentBiomarkers, TumorMatrix Metalloproteinase 1MMP1 protein, humanConsensus clusteringLiver hepatocellular carcinomaMitochondrial oxidative stressPrognosisRisk model

Identifiers

PMID40624187
PMCPMC12234982

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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.