Evidence map›Paper›PMID 41430109›Full record

ReviewBiological procedures online2025

Molecular regulatory network of glycolytic reprogramming in hepatocellular carcinoma and its clinical implications.

Hengzhou Zhu, Jiahui Li, Jiaying Zhang, Dong Niu, Weiwang Zheng, Chunhui Jin

Abstract readReview
In one paragraph

Review in Biological procedures online, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Review
  3. Frontiers in immunology · 2026
    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

6 authors.

Hengzhou Zhu *Department of Oncology, Wuxi Affiliated Hospital of Nanjing University of Chinese Medicine, Wuxi, 214071, China.
Jiahui Li *Nanjing University of Chinese Medicine, Nanjing, Jiangsu, 210023, China.
Jiaying ZhangNanjing University of Chinese Medicine, Nanjing, Jiangsu, 210023, China.
Dong NiuNanjing University of Chinese Medicine, Nanjing, Jiangsu, 210023, China.
Weiwang ZhengDepartment of Oncology, Wuxi Affiliated Hospital of Nanjing University of Chinese Medicine, Wuxi, 214071, China. 55170681@qq.com.
Chunhui JinDepartment of Oncology, Wuxi Affiliated Hospital of Nanjing University of Chinese Medicine, Wuxi, 214071, China. wxzy013@njucm.edu.cn.

Funding

National Natural Science Foundation of China 82274269National Natural Science Foundation of China 82304936Top Talent Support Program for young and middle-aged people of Wuxi Health Committee BJ2023064Top Talent Support Program for young and middle-aged people of Wuxi Health Committee HB2023069
6 · The paper itself

Abstract

Hepatocellular carcinoma (HCC) ranks among the most prevalent malignant tumors worldwide, exhibiting persistently high incidence and mortality rates. Metabolic reprogramming, particularly the 'Warburg effect' characterized by aberrantly enhanced glycolysis, serves as a hallmark feature of HCC and various other malignancies. Even under oxygen-sufficient conditions, tumor cells preferentially utilize the glycolytic pathway to convert glucose into lactate. This metabolic mode not only supplies essential energy (ATP) for rapid tumor cell proliferation but, more critically, provides key intermediate metabolites for synthesizing macromolecules such as nucleic acids, lipids, and amino acids. It concurrently regulates the pH and redox status of the tumor microenvironment, thereby robustly supporting tumor growth, invasion, and metastasis. Recent years have witnessed significant advances in research on glycolytic regulatory mechanisms in HCC, revealing an exceptionally complex regulatory network composed of diverse molecules and signaling pathways. This review aims to systematically organize and elucidate the multi-layered molecular mechanisms regulating glycolytic reprogramming in HCC. We will comprehensively examine the multidimensional regulation of key enzymes and glucose transporters within the glycolytic pathway, encompassing transcriptional control, post-translational modifications, and other regulatory layers; We will conduct an in-depth analysis of the central role played by non-coding RNAs (ncRNAs)-including long non-coding RNAs (lncRNAs), circular RNAs (circRNAs), and microRNAs (miRNAs)-within the glycolytic regulatory network of HCC; Elucidate how classical signaling pathways and key transcription factors synergistically interact to precisely regulate the glycolytic process; Analyze how post-translational modifications fine-tune the activity of glycolytic enzymes; And discuss how various components within the tumor microenvironment and intercellular communication mechanisms reshape the metabolic phenotypes of HCC. Furthermore, this review summarizes the clinical application value of positron emission tomography (PET) technology based on glycolytic activity in the diagnosis, staging, and prognostic evaluation of HCC. Through a comprehensive elucidation of these complex regulatory networks, this work aims to enhance comprehension of HCC metabolic characteristics and provide a theoretical foundation for exploring novel therapeutic targets and clinical strategies.

Indexed as

BiomarkersGlycolysisHepatocellular carcinomaMetabolic reprogrammingMolecular regulatory networkTumor microenvironmentWarburg effect

Identifiers

PMID41430109
PMCPMC12751871

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.