Evidence map›Paper›PMID 41142622›Full record

ArticleFrontiers in oncology2025

Prognostic biomarker and clinical significance of PLOD gene family in clear cell renal cell carcinoma.

Xuan Shang, Liu Liu, Zhenwei Yang, Min Yan, Ruimin Ren, Kexin Guo, Jie Wang, Wei Zhang, Jiasong Chang, Jialei Li and 3 more

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. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

13 authors.

Xuan Shang *Department of Cardiology, The First Hospital and First College of Clinical Medicine, Shanxi Medical University, Taiyuan, China.
Liu Liu *Department of Cardiology, The First Hospital and First College of Clinical Medicine, Shanxi Medical University, Taiyuan, China.
Zhenwei YangDepartment of Cardiology, The First Hospital and First College of Clinical Medicine, Shanxi Medical University, Taiyuan, China.
Min YanDepartment of Cardiology, The First Hospital and First College of Clinical Medicine, Shanxi Medical University, Taiyuan, China.
Ruimin RenDepartment of Urology, Shanxi Bethune Hospital (Third Hospital of Shanxi Medical University), Taiyuan, China.
Kexin GuoDepartment of Cardiology, The First Hospital and First College of Clinical Medicine, Shanxi Medical University, Taiyuan, China.
Jie WangDepartment of Cardiology, The First Hospital and First College of Clinical Medicine, Shanxi Medical University, Taiyuan, China.
Wei ZhangDepartment of Urology, The First Hospital and First College of Clinical Medicine, Shanxi Medical University, Taiyuan, China.
Jiasong ChangDepartment of Cardiology, The First Hospital and First College of Clinical Medicine, Shanxi Medical University, Taiyuan, China.
Jialei LiDepartment of Cardiology, The First Hospital and First College of Clinical Medicine, Shanxi Medical University, Taiyuan, China.
Jimin CaoDepartment of Cardiology, The First Hospital and First College of Clinical Medicine, Shanxi Medical University, Taiyuan, China.
Guang LiDepartment of Cardiology, The Affiliated Hospital of Southwest Medical University and Key Laboratory of Medical Electrophysiology, Ministry of Education & Institute of Cardiovascular Research, Southwest Medical University, Luzhou, Sichuan, China.
Lijuan GaoDepartment of Cardiology, The First Hospital and First College of Clinical Medicine, Shanxi Medical University, Taiyuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The PLOD gene family, involved in extracellular matrix (ECM) remodeling, plays a role in tumor progression, but its comprehensive role and clinical significance in clear cell renal cell carcinoma (ccRCC) remains unclear. Methods: We integrated multi-omics bioinformatics analyses from public databases (TCGA, GEO) with experimental validation using RT-qPCR, western blotting, and functional assays to systematically evaluate the expression patterns, prognostic value, immune microenvironment associations and drug resistance of PLOD genes in ccRCC. Computational approaches, including the comparative toxicogenomics database and molecular docking, were further employed to identify potential chemical modulators. Results: Conclusions: This study underscores the pivotal role of the PLOD family in ccRCC pathogenesis through ECM remodeling, immune modulation, and therapy resistance. Our results support their utility as diagnostic and prognostic biomarkers, and acetaminophen may serve as a candidate for targeting PLOD-mediated pathways, providing a foundation for future preclinical and therapeutic investigations.

Indexed as

bioinformaticsclear cell renal cell carcinoma (ccRCC)collagen biosynthesisPLOD gene familyprognostic biomarker

Identifiers

PMID41142622
PMCPMC12549286

What Socratic holds

Textmetadata
LicenceCC BY
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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.