Evidence map›Paper›PMID 39031628›Full record

ArticleJournal of cellular and molecular medicine2024

Identification of RFC4 as a potential biomarker for pan-cancer involving prognosis, tumour immune microenvironment and drugs.

Lei Yu, Jing Li, Mingyang Zhang, Yu Li, Jing Bai, Pengxia Liu, Jia Yan, Changshan Wang

Abstract read
In one paragraph

Article in Journal of cellular and molecular medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing 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

14 citing papers in PubMed.

  1. Article
  2. Article
  3. A bioinformatics approach to identify potential biomarkers of high-grade ovarian cancer.Journal of the Turkish German Gynecological Association · 2026
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  6. Review
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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

8 authors.

Lei YuSchool of Life Science, Inner Mongolia University, Hohhot, China.ORCID 0000-0002-8138-5605
Jing LiSchool of Life Science, Inner Mongolia University, Hohhot, China.
Mingyang ZhangSchool of Life Science, Inner Mongolia University, Hohhot, China.
Yu LiSchool of Life Science, Inner Mongolia University, Hohhot, China.
Jing BaiSchool of Life Science, Inner Mongolia University, Hohhot, China.
Pengxia LiuSchool of Life Science, Inner Mongolia University, Hohhot, China.
Jia YanSchool of Basic medical, Inner Mongolia Medical University, Hohhot, Inner Mongolia, China.ORCID 0000-0001-9924-9348
Changshan WangSchool of Life Science, Inner Mongolia University, Hohhot, China.ORCID 0000-0001-6875-3138

Funding

National Natural Science Foundation of China (CN) 32060156National Natural Science Foundation of China (CN) 81660024Natural Science Foundation of Inner Mongolia 2020MS03007Natural Science Foundation of Inner Mongolia 2020MS08096Natural Science Foundation of Inner Mongolia 2023MS08033
6 · The paper itself

Abstract

RFC4 is required for DNA polymerase δ and DNA polymerase ε to initiate DNA template expansion. Downregulated RFC4 inhibits tumour proliferation by causing S-phase arrest and inhibiting mitosis, resulting in the reduction of tumour cells. RFC4 has been implicated that it plays an important role in the initiation and progression of cancers, but a comprehensive analysis of the role of RFC4 in cancer has not been performed. We comprehensively analysed the expression, prognosis, methylation level, splicing level, relationship of RFC4 and immune infiltration, and pan-cancer immunotherapy response used various databases (including TCGA, GTEx, UALCAN, Oncosplicing, TIDE, TISCH, HPA and CAMOIP), and experimented its biological function in HCC. Through pan-cancer analysis, we found that RFC4 is significantly upregulated in most tumours. The tumour patients with high expression of RFC4 have poor prognosis. The methylation level and variable splicing level of RFC4 were abnormal in most tumours compared with the adjacent tissues. Furthermore, RFC4 was closely associated with immune cell infiltration in various cancers. RFC4 was significantly co-expressed with immune checkpoints and other immune-related genes. The expression of RFC4 could indicate the immunotherapy efficacy of some tumours. The RFC4 expression was associated with sensitivity to specific small molecule drugs. Cell experiments have shown that downregulated RFC4 can inhibit cell cycle and tumour cell proliferation. We conducted a systematic pan-cancer analysis of RFC4, and the results showed that RFC4 can serve as a biomarker for cancer diagnosis and prognosis. These findings open new perspectives for precision medicine.

Indexed as

Biomarkers, TumorGene Expression Regulation, NeoplasticNeoplasmsReplication Protein CTumor MicroenvironmentCell Line, TumorCell ProliferationDNA MethylationHumansImmunotherapyPrognosisBiomarkers, TumorReplication Protein Cbioinformatics analysisbiomarkerimmunity therapypan‐cancerprognosisRFC4

Identifiers

PMID39031628
PMCPMC11190950

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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.