Evidence map›Paper›PMID 41680207›Full record

ArticleScientific reports2026

Integrated bioinformatics and experimental validation identify CCDC78 as a prognostic biomarker in colon adenocarcinoma.

Qiong Mo, Meiling Du, Jianping Zheng, Jiazi Yu, Zheping Ma, Songlin Zhuang, Meng Jiang

Abstract read
In one paragraph

Article in Scientific reports, 2026. 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
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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

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

7 authors.

Qiong MoDepartment of Infectious Diseases, The Affiliated People's Hospital of Ningbo University, Ningbo, People's Republic of China.
Meiling DuInternal Medicine, No. 3 Hospital of Yinzhou, Ningbo, People's Republic of China.
Jianping ZhengCixi Institute of Biomedical Engineering, Chinese Academy of Science (CAS), Ningbo Institute of Materials Technology and Engineering, CAS Ningbo, Ningbo, People's Republic of China.
Jiazi YuDepartment of General Surgery, Ningbo Medical Treatment Centre Li Huili Hospital, Ningbo, People's Republic of China.
Zheping MaResearch Institute of Intelligent Control and Systems, Harbin Institute of Technology, Harbin University of Technology, No. 92 Xidazhi Street, Nangang District, Harbin, 150001, Heilongjiang Province, People's Republic of China.
Songlin ZhuangYongjiang Laboratory, Intelligent Control and System Research Center, No. 1519 Xinghai South Road, Zhenhai District, Ningbo, 31520, Zhejiang Province, People's Republic of China. songlinzhuang@uvic.ca.
Meng JiangResearch Institute of Intelligent Control and Systems, Harbin Institute of Technology, Harbin University of Technology, No. 92 Xidazhi Street, Nangang District, Harbin, 150001, Heilongjiang Province, People's Republic of China. meng_jiang@hit.edu.cn.

Funding

Zhejiang Provincial Natural Science Foundation of China LQ24C010006
6 · The paper itself

Abstract

Colon adenocarcinoma (COAD) is the third most common malignancy globally, with recurrence and metastasis driving cancer-related mortality. Improved biomarkers and preventive strategies are urgently needed. Coiled-coil domain containing 78 (CCDC78) is believed to be linked with tumor progression, yet its specific role in COAD remains largely uncharacterized. This study elucidates the prognostic and functional roles of CCDC78 in COAD through integrated bioinformatics and experimental validation. Multi-omics data, The Cancer Genome Atlas (TCGA)-COAD cohort and GSE39582 database, revealed CCDC78 overexpression correlated with advanced TNM stages (p < 0.001), reduced drug sensitivity, and poorer overall survival (HR = 1.84, 95% CI: 1.23-2.74). Cox regression identified CCDC78 as an independent prognostic factor, integrated into a validated nomogram. Functional enrichment linked CCDC78 to cell cycle regulation, with GSCA analysis showing copy number variation (CNV)-driven pathway activation. Experimental validation demonstrated CCDC78 knockdown suppressed proliferation and migration in COAD cells. Mechanistically, CCDC78 potentially downregulates CDKN1A-CDK4 and activates E2F1 signaling. These findings establish CCDC78 as both a prognostic biomarker and therapeutic target. The study bridges computational predictions with functional evidence, proposing CCDC78 as a novel oncogenic driver in COAD through cell cycle dysregulation. Future investigations will employ in vivo models to delineate its molecular mechanisms.

Indexed as

AdenocarcinomaBiomarkers, TumorColonic NeoplasmsComputational BiologyCell Line, TumorCell MovementCell ProliferationFemaleGene Expression Regulation, NeoplasticHumansMalePrognosisSignal TransductionBiomarkers, TumorBioinformaticsBiomarkerCoiled-coil domain containing 78Colon adenocarcinomaPrognosis

Identifiers

PMID41680207
PMCPMC12972081

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.