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基于 1H-NMR 的代谢组学揭示了肝癌进展的生物标志物谱和分子机制。

1H-NMR-based metabolomics reveals the biomarker panel and molecular mechanism of hepatocellular carcinoma progression.

机构信息

Modern Research Center for Traditional Chinese Medicine, the Key Laboratory of Chemical Biology and Molecular Engineering of Ministry of Education, Shanxi University, Taiyuan, China.

Key Laboratory of Effective Substances Research and Utilization in TCM of Shanxi Province, Taiyuan, China.

出版信息

Anal Bioanal Chem. 2022 Feb;414(4):1525-1537. doi: 10.1007/s00216-021-03768-9. Epub 2022 Jan 13.

Abstract

Hepatocellular carcinoma (HCC) is one of the most extensive and most deadly cancers in the world. Biomarkers for early diagnosis of HCC are still lacking, and noninvasive and effective biomarkers are urgently needed. Metabolomics is committed to studying the changes of metabolites under stimulation, and provides a new approach for discovery of potential biomarkers. In the current work, H nuclear magnetic resonance (NMR) metabolomics approach was utilized to explore the potential biomarkers in HCC progression, and the biomarker panel was evaluated by receiver operating characteristic (ROC) curve analyses. Our results revealed that a biomarker panel consisting of hippurate, creatinine, putrescine, choline, and taurine might be involved in HCC progression. Functional pathway analysis showed that taurine and hypotaurine metabolism is markedly involved in the occurrence and development of HCC. Furthermore, our results indicated that the TPA activity and the level and expression of PKM2 were gradually increased in HCC progression. This research provides a scientific basis for screening potential biomarkers of HCC.

摘要

肝细胞癌(HCC)是世界上最广泛和最致命的癌症之一。目前仍缺乏用于 HCC 早期诊断的生物标志物,因此迫切需要寻找非侵入性且有效的生物标志物。代谢组学致力于研究刺激下代谢物的变化,为潜在生物标志物的发现提供了新途径。在本研究中,我们采用 H 核磁共振(NMR)代谢组学方法来探索 HCC 进展过程中的潜在生物标志物,并通过接受者操作特征(ROC)曲线分析评估生物标志物组合。结果表明,由马尿酸盐、肌酸、腐胺、胆碱和牛磺酸组成的生物标志物组合可能与 HCC 的进展有关。功能途径分析表明,牛磺酸和亚牛磺酸代谢明显参与了 HCC 的发生和发展。此外,我们的结果表明,TPA 活性以及 PKM2 的水平和表达在 HCC 进展过程中逐渐升高。本研究为筛选 HCC 的潜在生物标志物提供了科学依据。

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