Transcriptomic and metabolomic analyses reveal the spatial role of carnitine metabolism in the progression of hepatitis B virus cirrhosis to hepatocellular carcinoma.

IF 4 2区 生物学 Q2 MICROBIOLOGY Frontiers in Microbiology Pub Date : 2024-12-13 eCollection Date: 2024-01-01 DOI:10.3389/fmicb.2024.1461456
Pengxiang Gao, Qiuping Liu, Ziye Luo, Wenjun Pu
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Abstract

Introduction: Liver cirrhosis (LC) and hepatocellular carcinoma (HCC) resulting from chronic hepatitis B virus (HBV) infection are major health concerns. Identifying critical biomarkers and molecular targets is needed for early diagnosis, prognosis, and therapy of these diseases.

Methods: In this study, we explored the gene expression and metabolism in the liver tissues of LC, HCC, and healthy controls, to analyse and identify potential biomarkers of disease progression. Mass spectrometry imaging was used to evaluate the spatial distribution of key metabolites.

Results and discussion: The results revealed significant changes in gene expression and metabolic pathways along with disease progression. The upregulated genes were associated with extracellular matrix remodeling and cancer pathways, including LAMC1-3, COL9A2, COL1A1, MYL9, MYH11, and KAT2A. The downregulated genes were linked to immune response and fatty acid metabolism. Metabolomic analysis showed major changes in lipid and choline metabolism. Consistent changes in the expression of specific genes and metabolites were correlated with clinical data. Notably, metabolites such as L-acetylcarnitine, histamine, and 4-trimethylammoniobutanoic acid demonstrated high accuracy (AUC > 0.85) in distinguishing between healthy, LC, and HCC groups. This study identifies key gene and metabolite changes in HBV related LC and HCC, highlighting critical pathways involved in disease progression. Biomarkers like L-acetylcarnitine and KAT2A show promise for early diagnosis and prognosis, potentially improving outcomes for hepatitis liver disease patients.

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转录组和代谢组分析揭示了肉碱代谢在乙型肝炎病毒性肝硬化发展为肝细胞癌过程中的空间作用。
由慢性乙型肝炎病毒(HBV)感染引起的肝硬化(LC)和肝细胞癌(HCC)是主要的健康问题。识别关键的生物标志物和分子靶点对于这些疾病的早期诊断、预后和治疗是必要的。方法:在本研究中,我们探讨了LC、HCC和健康对照者肝脏组织中的基因表达和代谢,以分析和识别疾病进展的潜在生物标志物。质谱成像评价了关键代谢物的空间分布。结果和讨论:结果显示,随着疾病进展,基因表达和代谢途径发生了显著变化。上调的基因与细胞外基质重塑和癌症途径相关,包括LAMC1-3、COL9A2、COL1A1、MYL9、MYH11和KAT2A。下调的基因与免疫反应和脂肪酸代谢有关。代谢组学分析显示脂质和胆碱代谢发生了重大变化。特定基因和代谢物表达的一致变化与临床数据相关。值得注意的是,代谢产物如l -乙酰肉碱、组胺和4-三甲氨基丁酸在区分健康组、LC组和HCC组方面表现出很高的准确性(AUC > 0.85)。本研究确定了HBV相关LC和HCC的关键基因和代谢物变化,强调了参与疾病进展的关键途径。l -乙酰肉碱和KAT2A等生物标志物有望用于早期诊断和预后,有可能改善肝炎肝病患者的预后。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.70
自引率
9.60%
发文量
4837
审稿时长
14 weeks
期刊介绍: Frontiers in Microbiology is a leading journal in its field, publishing rigorously peer-reviewed research across the entire spectrum of microbiology. Field Chief Editor Martin G. Klotz at Washington State University is supported by an outstanding Editorial Board of international researchers. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide.
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