Evidence map›Paper›PMID 41570162›Full record

ArticleMolecular carcinogenesis2026

The 5-Methylcytosine RNA Modification in Hepatitis B Virus-Negative Hepatocellular Carcinoma: Insights From Long-Read Nanopore Sequencing.

Tianhan Sun, Liying Zhou, XiaoQing Li, Ryan Xiao, Gaoyuan Sun, Lili Zhang, Yifei Li, Wei Huang, Yayu Li, Lu Kuai and 3 more

Abstract read
In one paragraph

Article in Molecular carcinogenesis, 2026. 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.

Tianhan SunDepartment of General Surgery, Department of Hepato-bilio-pancreatic Surgery, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.ORCID 0009-0006-1301-8164
Liying ZhouSchool of Life Science, Beijing Institute of Technology, Beijing, China.
XiaoQing LiDepartment of Scientific Research and Education, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, China.
Ryan XiaoSt. John's Northwestern Academy, Delafield, Wisconsin, USA.
Gaoyuan SunClinical Biobank, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
Lili ZhangClinical Biobank, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
Yifei LiClinical Biobank, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
Wei HuangThe Key Laboratory of Geriatrics, Beijing Institute of Geriatrics, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing Hospital/National Center of Gerontology of National Health Commission, Beijing, China.
Yayu LiClinical Biobank, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
Lu KuaiClinical Biobank, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
Xuanmei LuoClinical Biobank, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
Hongyuan CuiDepartment of General Surgery, Department of Hepato-bilio-pancreatic Surgery, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China.
Meng ChenCancer Data Center, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.

Funding

Beijing Natural Science Foundation IS23101CAMS Innovation Fund for Medical Sciences (CIFMS) 2021-I2M-1-066National High Level Hospital Clinical Research BJ-2025-129National Key Research and Development Program of China 2022YFC2705000
6 · The paper itself

Abstract

5-Methylcytosine (m5C) RNA modification contributes to tumor initiation and progression. However, its transcriptome-wide distribution patterns and biological implications in hepatitis B virus (HBV)-negative hepatocellular carcinoma (HCC) remain poorly understood. Therefore, this study employs long-read Nanopore direct RNA sequencing to systematically elucidate the mechanisms of m5C-mediated epigenetic reprogramming in HBV-negative HCC. Paired tumor and adjacent normal tissues from three HBV-negative HCC patients were collected for Nanopore sequencing. Transcriptome-wide m5C sites were profiled using the CHEUI tool, followed by a comprehensive comparison between tumor and adjacent normal tissue groups regarding the number of m5C sites, their genomic distribution characteristics, and the expression levels of m5C regulators. Finally, an integrated analysis of transcriptomic and methylation data was conducted to identify m5C-related prognostic indicators in HCC. Tumor tissues exhibited a global increase in m5C sites abundance, with differential modifications enriched on chromosomes 1-3. Genes harboring m5C modifications were significantly enriched in immune and inflammatory pathways, suggesting a potential role for this epitranscriptomic mark in remodeling the tumor immune microenvironment. Consistent upregulation of m5C regulators, including NSUN family members and ALYREF, at both gene and isoform levels, correlated with increased methylation activity. Elevated m5C coupled with decreased CES3 expression were associated with poorer overall survival. Additionally, TMEM234 showed prognostic significance despite unchanged bulk expression in public datasets. m5C modifications are globally altered in HBV-negative HCC and may contribute to post-transcriptional regulation and aberrant expression. These findings highlight the potential of m5C as both a prognostic biomarker and a therapeutic target in HBV-negative HCC.

Indexed as

5-MethylcytosineCarcinoma, HepatocellularLiver NeoplasmsNanopore SequencingBiomarkers, TumorEpigenesis, GeneticEpitranscriptomeEpitranscriptomicsFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHepatitis B virusHumansMaleMiddle AgedPrognosis5-MethylcytosineBiomarkers, Tumorhepatocellular carcinomananopore sequencingRNA 5‐methylcytidine methylation

Identifiers

PMID41570162
PMCPMC12973161

What OpenQuestion holds

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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.