Evidence map›Paper›PMID 40993621›Full record

ArticleBMC cancer2025

CDC6 as a pan-cancer immunological and prognostic biomarker and its role in suppressing melanoma malignancy.

Lijun Mo, Min Jia, Qian Wu, Qingqing Xu, Zhida Mai, Bo Fu, Zhengqiang He, Mingchang Huang, Yinyuan Lan, Qiaozhen Xu and 3 more

Abstract read
In one paragraph

Article in BMC cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

13 authors.

Lijun Mo *Department of Clinical Laboratory, Dermatology Hospital, Southern Medical University, Guangzhou, Guangdong, 510095, China. molijun@smu.edu.cn.
Min Jia *Department of Clinical Laboratory, Dermatology Hospital, Southern Medical University, Guangzhou, Guangdong, 510095, China.
Qian WuDepartment of Clinical Laboratory, Dermatology Hospital, Southern Medical University, Guangzhou, Guangdong, 510095, China.
Qingqing XuDepartment of Clinical Laboratory, Dermatology Hospital, Southern Medical University, Guangzhou, Guangdong, 510095, China.
Zhida MaiDepartment of Clinical Laboratory, Dermatology Hospital, Southern Medical University, Guangzhou, Guangdong, 510095, China.
Bo FuDepartment of Clinical Laboratory, Dermatology Hospital, Southern Medical University, Guangzhou, Guangdong, 510095, China.
Zhengqiang HeDepartment of Clinical Laboratory, Dermatology Hospital, Southern Medical University, Guangzhou, Guangdong, 510095, China.
Mingchang HuangDepartment of Clinical Laboratory, Dermatology Hospital, Southern Medical University, Guangzhou, Guangdong, 510095, China.
Yinyuan LanDepartment of Clinical Laboratory, Dermatology Hospital, Southern Medical University, Guangzhou, Guangdong, 510095, China.
Qiaozhen XuDepartment of Clinical Laboratory, Dermatology Hospital, Southern Medical University, Guangzhou, Guangdong, 510095, China.
Zhenmou XieDepartment of Clinical Laboratory, Dermatology Hospital, Southern Medical University, Guangzhou, Guangdong, 510095, China.
Xiaoni HeDepartment of Obstetrics, Foshan Maternal and Child Health Hospital, Foshan, China.
Yaohua XueDepartment of Clinical Laboratory, Dermatology Hospital, Southern Medical University, Guangzhou, Guangdong, 510095, China. xueyaohua@smu.edu.cn.

Funding

Guangdong Basic and Applied Basic Research Foundation 2024A1515220022Guangzhou Basic and Applied Basic Research Project No.SL2023A04J01702the Intramural Postdoctoral Research Initiation Fund No.230327
6 · The paper itself

Abstract

backgroundCell division cycle 6 (CDC6) is a key licensing factor for DNA replication in the G1 and S phases. Besides initiating replication, CDC6 also helps establish and maintain the S-M checkpoint, ensuring genomic stability. Emerging evidence highlights its dysregulation in various cancers, implicating CDC6 in tumor progression and therapy resistance. However, a comprehensive pan-cancer analysis evaluating its diagnostic, prognostic and immunomodulatory potential remains lacking, underscoring the need for further investigation.

methodsBy integrating multi-omics datasets from The Cancer Genome Atlas (TCGA), Genotype-Tissue Expression Project (GTEx), cBioPortal, Human Protein Atlas (HPA), UALCAN and SangerBox, we employed systematic bioinformatics approaches to investigate the oncogenic role of CDC6 across multiple cancer types. Our analysis encompassed prognostic associations, mutational landscapes, tumor immune microenvironment (TIME) infiltration patterns and epigenetic regulation via DNA methylation, providing a pan-cancer perspective on CDC6’s potential role in tumorigenesis. In addition, CDC6’s role in melanoma cell proliferation, invasion and migration was experimentally assessed.

resultsPan-cancer analysis demonstrated CDC6 as a consistently upregulated oncogene across multiple malignancies, exhibiting significantly elevated expression compared to normal tissues. Notably, CDC6 is closely associated with prognosis across various cancer types. Our investigation further revealed robust correlations between CDC6 expression and immune cell infiltration patterns. Epigenetic profiling identified significant associations between CDC6 expression and DNA methylation alterations in nine cancer types. Functional studies validated CDC6’s oncogenic role, where its overexpression significantly promoted cellular proliferation, migration and invasion in melanoma.

conclusionsOur study demonstrates that CDC6 serves as a crucial oncogenic driver across diverse tumor types, establishing its dual utility as a diagnostic biomarker and independent prognostic indicator. Importantly, we identified a significant correlation between elevated CDC6 expression and specific immune microenvironment alterations, suggesting its potential as a predictive biomarker for immunotherapy response. These findings demonstrate CDC6’s dual role in cancer development and immune regulation, warranting further investigation into its mechanisms and therapeutic potential.

Indexed as

Biomarkers, TumorCell Cycle ProteinsMelanomaNuclear ProteinsCell Line, TumorCell ProliferationDNA MethylationGene Expression Regulation, NeoplasticHumansPrognosisTumor MicroenvironmentBiomarkers, TumorCDC6 protein, humanCell Cycle ProteinsNuclear ProteinsCell division cycle 6 (CDC6)Pan-cancer analysisPrognostic biomarkerSkin cutaneous melanoma (SKCM)Tumor immune microenvironment (TME)

Identifiers

PMID40993621
PMCPMC12462267

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

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.