» Articles » PMID: 34103600

Tumor Metabolism and Associated Serum Metabolites Define Prognostic Subtypes of Asian Hepatocellular Carcinoma

Overview
Journal Sci Rep
Specialty Science
Date 2021 Jun 9
PMID 34103600
Citations 4
Authors
Affiliations
Soon will be listed here.
Abstract

Treatment effectiveness in hepatocellular carcinoma (HCC) depends on early detection and precision-medicine-based patient stratification for targeted therapies. However, the lack of robust biomarkers, particularly a non-invasive diagnostic tool, precludes significant improvement of clinical outcomes for HCC patients. Serum metabolites are one of the best non-invasive means for determining patient prognosis, as they are stable end-products of biochemical processes in human body. In this study, we aimed to identify prognostic serum metabolites in HCC. To determine serum metabolites that were relevant and representative of the tissue status, we performed a two-step correlation analysis to first determine associations between metabolic genes and tissue metabolites, and second, between tissue metabolites and serum metabolites among 49 HCC patients, which were then validated in 408 additional Asian HCC patients with mixed etiologies. We found that certain metabolic genes, tissue metabolites and serum metabolites can independently stratify HCC patients into prognostic subgroups, which are consistent across these different data types and our previous findings. The metabolic subtypes are associated with β-oxidation process in fatty acid metabolism, where patients with worse survival outcome have dysregulated fatty acid metabolism. These serum metabolites may be used as non-invasive biomarkers to define prognostic tumor molecular subtypes for HCC.

Citing Articles

Metabolomic insights into pathogenesis and therapeutic potential in adult acute lymphoblastic leukemia.

Wang J, Gui T, Jiao B, Liu X, Ma X, Wang C Proc Natl Acad Sci U S A. 2025; 122(7):e2423169122.

PMID: 39946534 PMC: 11848409. DOI: 10.1073/pnas.2423169122.


Tumor energy metabolism: implications for therapeutic targets.

Hu Y, Liu W, Fang W, Dong Y, Zhang H, Luo Q Mol Biomed. 2024; 5(1):63.

PMID: 39609317 PMC: 11604893. DOI: 10.1186/s43556-024-00229-4.


Biomarkers for immunotherapy of hepatocellular carcinoma.

Greten T, Villanueva A, Korangy F, Ruf B, Yarchoan M, Ma L Nat Rev Clin Oncol. 2023; 20(11):780-798.

PMID: 37726418 DOI: 10.1038/s41571-023-00816-4.


Gut dysbiosis in Thai intrahepatic cholangiocarcinoma and hepatocellular carcinoma.

Pomyen Y, Chaisaingmongkol J, Rabibhadana S, Pupacdi B, Sripan D, Chornkrathok C Sci Rep. 2023; 13(1):11406.

PMID: 37452065 PMC: 10349051. DOI: 10.1038/s41598-023-38307-2.


The gut-liver axis: host microbiota interactions shape hepatocarcinogenesis.

Silveira M, Bilodeau S, Greten T, Wang X, Trinchieri G Trends Cancer. 2022; 8(7):583-597.

PMID: 35331674 PMC: 9232941. DOI: 10.1016/j.trecan.2022.02.009.

References
1.
Woo H, Lee J, Yoon J, Kim C, Lee H, Jang J . Identification of a cholangiocarcinoma-like gene expression trait in hepatocellular carcinoma. Cancer Res. 2010; 70(8):3034-41. PMC: 3498758. DOI: 10.1158/0008-5472.CAN-09-2823. View

2.
Clayton T, Baker D, Lindon J, Everett J, Nicholson J . Pharmacometabonomic identification of a significant host-microbiome metabolic interaction affecting human drug metabolism. Proc Natl Acad Sci U S A. 2009; 106(34):14728-33. PMC: 2731842. DOI: 10.1073/pnas.0904489106. View

3.
Ferlay J, Colombet M, Soerjomataram I, Mathers C, Parkin D, Pineros M . Estimating the global cancer incidence and mortality in 2018: GLOBOCAN sources and methods. Int J Cancer. 2018; 144(8):1941-1953. DOI: 10.1002/ijc.31937. View

4.
Wang B, Chen D, Chen Y, Hu Z, Cao M, Xie Q . Metabonomic profiles discriminate hepatocellular carcinoma from liver cirrhosis by ultraperformance liquid chromatography-mass spectrometry. J Proteome Res. 2011; 11(2):1217-27. DOI: 10.1021/pr2009252. View

5.
Kim E, Lisby A, Ma C, Lo N, Ehmer U, Hayer K . Promotion of growth factor signaling as a critical function of β-catenin during HCC progression. Nat Commun. 2019; 10(1):1909. PMC: 6478918. DOI: 10.1038/s41467-019-09780-z. View