A novel integrative machine learning-based prognostic model reveals lactylation regulation in hepatocellular carcinoma progression

Our study has developed a novel MRLI as a predictive marker for prognosis and therapeutic outcomes in patients with HCC. These findings indicate that lactylation promotes malignant cell phenotypes and immune microenvironment remodeling partially through metabolic regulation, suggesting it as a potential clinical therapeutic target.

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Publication Details

Journal
Cancer Cell International
Published
2026-02-10
DOI
https://doi.org/10.1186/s12935-026-04203-8
Primary Topic
Cancer, Hypoxia, and Metabolism
Type
article
Field-Weighted Citation Impact
0.00
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article

A novel integrative machine learning-based prognostic model reveals lactylation regulation in hepatocellular carcinoma progression

Xiwen Zhao, Liwen Liu, Yun Wang, Ranran Sun et al.
Cancer Cell International
Cancer, Hypoxia, and Metabolism
article

A novel integrative machine learning-based prognostic model reveals lactylation regulation in hepatocellular carcinoma progression

Xiwen Zhao, Liwen Liu, Yun Wang, Ranran Sun, Dongdong Song, Yihang Song, Zishuo Wang, Danyang Li, Zujiang Yu, Xianbin Li
article en

Abstract

Our study has developed a novel MRLI as a predictive marker for prognosis and therapeutic outcomes in patients with HCC. These findings indicate that lactylation promotes malignant cell phenotypes and immune microenvironment remodeling partially through metabolic regulation, suggesting it as a potential clinical therapeutic target.

Cancer Cell InternationalVol. 26(1)
Zhengzhou University (CN), Henan Cancer Hospital (CN), First Affiliated Hospital of Zhengzhou University (CN)
Good health and well-being
Openalex Percentile: Top 63%
Cancer, Hypoxia, and Metabolism
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