Evidence map›Paper›PMID 38635107›Full record

ArticleMolecular biotechnology2025

Mechanisms of Ferroptosis-Related Genes in Gallbladder Cancer Based on Bioinformatics Analysis.

Miao Li, Hang Shi, Jing Dong, Ning Lu, Jinjie Lou, Yangbo Xu

Open access · hybridAbstract read
In one paragraph

Article in Molecular biotechnology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact, top 90% of its field
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

3 citing papers in PubMed, 0 citations in OpenAlex.

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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

6 authors at 1 institution in 1 country.

Miao Li *Department of Oncology, Ningbo TCM Hospital Affiliated to Zhejiang Chinese Medical University (Ningbo Hospital of Traditional Chinese Medicine), No. 819, Liyuan North Road, Ningbo, 315000, Zhejiang, China. nbzyylimiao@163.com.ORCID http://orcid.org/0009-0009-4396-6132
Hang Shi *Department of Oncology, Ningbo TCM Hospital Affiliated to Zhejiang Chinese Medical University (Ningbo Hospital of Traditional Chinese Medicine), No. 819, Liyuan North Road, Ningbo, 315000, Zhejiang, China.
Jing DongDepartment of Oncology, Ningbo TCM Hospital Affiliated to Zhejiang Chinese Medical University (Ningbo Hospital of Traditional Chinese Medicine), No. 819, Liyuan North Road, Ningbo, 315000, Zhejiang, China.
Ning LuDepartment of Oncology, Ningbo TCM Hospital Affiliated to Zhejiang Chinese Medical University (Ningbo Hospital of Traditional Chinese Medicine), No. 819, Liyuan North Road, Ningbo, 315000, Zhejiang, China.
Jinjie LouDepartment of Oncology, Ningbo TCM Hospital Affiliated to Zhejiang Chinese Medical University (Ningbo Hospital of Traditional Chinese Medicine), No. 819, Liyuan North Road, Ningbo, 315000, Zhejiang, China.
Yangbo XuDepartment of Oncology, Ningbo TCM Hospital Affiliated to Zhejiang Chinese Medical University (Ningbo Hospital of Traditional Chinese Medicine), No. 819, Liyuan North Road, Ningbo, 315000, Zhejiang, China.
Zhejiang Chinese Medical University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Gallbladder Cancer (GBC) is a lethal malignancy with limited treatment options and poor prognosis. Recent studies have emphasized the role of ferroptosis, a regulated form of cell death, in various cancers, including GBC. We applied bioinformatics methodologies on four GBC datasets to identify differentially expressed genes (DEGs). An intersection of DEGs from the four datasets with ferroptosis and GBC-associated genes was done to identify key ferroptosis-related genes in GBC. GSVA pathway enrichment analysis and immune cell infiltration assessment were conducted to explore their functional roles and interactions. Seven ferroptosis-related genes, EZH2, MUC1, PVT1, GOT1, CDO1, LIFR, and TFAP2A, were identified to be related to GBC. These genes were associated with vital signaling pathways like the G2/M checkpoint and DNA repair and showed significant correlations with immune cell infiltration in GBC. Receiver Operating Characteristic (ROC) curve analysis revealed their high diagnostic potential, with Area Under the Curve (AUC) values ranging from 0.796 to 0.953. Our findings underscore the pivotal role of ferroptosis in GBC and the potential of ferroptosis-related genes as diagnostic biomarkers. This study lays a foundation for further research into ferroptosis-based therapeutic strategies for GBC.

Indexed as

Computational BiologyFerroptosisGallbladder NeoplasmsBiomarkers, TumorDatabases, GeneticGene Expression ProfilingGene Expression Regulation, NeoplasticGene Regulatory NetworksHumansROC CurveSignal TransductionBiomarkers, TumorBioinformaticsDiagnosticFerroptosisGallbladder cancerImmune cell infiltration

Identifiers

PMID38635107
PMCPMC11982096
OpenAlexW4394920540

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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.