对水疱和血浆的多组学分析揭示了肝细胞癌的病因特异性特征。

IF 14 1区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY
Clinical and Molecular Hepatology Pub Date : 2024-07-01 Epub Date: 2024-03-15 DOI:10.3350/cmh.2024.0042
Jiwon Hong, Jung Woo Eun, Geum Ok Baek, Jae Youn Cheong, Seryoung Park, Soon Sun Kim, Hyo Jung Cho, Su Bin Lim
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引用次数: 0

摘要

背景/目的:肝细胞癌(HCC)是全球癌症死亡的主要原因。尽管已经发现了几种诊断 HCC 的生物标志物,但灵敏度低和肿瘤内异质性等挑战阻碍了早期检测,这凸显了对病因特异性血液生物标志物的需求:我们从HCC患者的水溶液和血浆样本中获得了全转录组测序(WTS)和靶向蛋白质组数据。通过整合病毒感染的病因学信息,我们研究了血液水平的病因学特异性基因表达图谱。我们利用公开的 RNA-seq 数据集和 qRT-PCR 以及 AUC 分析对差异表达基因(DEGs)进行了验证:结果:利用多组学数据进行的差异表达分析表明,HBV相关性HCC和非病毒性HCC之间存在不同的基因表达谱,这表明血液中存在病因特异性生物标志物。所发现的 DEGs 在多个独立数据集中得到了验证,突出了它们作为生物标志物的效用。此外,HCC的单细胞RNA-seq分析证实了不同免疫细胞类型中DEG表达的差异:我们的水衣WTS数据和血浆蛋白质组数据可作为鉴定HCC病因特异性血液生物标志物的可靠来源,并可能有助于发现不同病因的HCC治疗靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multiomics profiling of buffy coat and plasma unveils etiology-specific signatures in hepatocellular carcinoma.

Background/aims: Hepatocellular carcinoma (HCC) is a leading cause of cancer mortality worldwide. Despite identification of several biomarkers for HCC diagnosis, challenges such as low sensitivity and intratumoral heterogeneity have impeded early detection, highlighting the need for etiology-specific blood biomarkers.

Methods: We generated whole-transcriptome sequencing (WTS) and targeted proteome data from buffy coat and plasma samples from HCC patients. By integrating etiological information on viral infection, we investigated the etiology-specific gene expression landscape at the blood level. Validation of differentially expressed genes (DEGs) was performed using publicly available RNA-seq datasets and qRT‒PCR with AUC analyses.

Results: Differential expression analyses with multiomics data revealed distinct gene expression profiles between HBV-associated HCC and nonviral HCC, indicating the presence of etiology-specific blood biomarkers. The identified DEGs were validated across multiple independent datasets, underscoring their utility as biomarkers. Additionally, single-cell RNA-seq analysis of HCC confirmed differences in DEG expression across distinct immune cell types.

Conclusion: Our buffy coat WTS data and plasma proteome data may serve as reliable sources for identifying etiology-specific blood biomarkers of HCC and might contribute to discovery of therapeutic targets for HCC across different etiologies.

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来源期刊
Clinical and Molecular Hepatology
Clinical and Molecular Hepatology Medicine-Hepatology
CiteScore
15.60
自引率
9.00%
发文量
89
审稿时长
10 weeks
期刊介绍: Clinical and Molecular Hepatology is an internationally recognized, peer-reviewed, open-access journal published quarterly in English. Its mission is to disseminate cutting-edge knowledge, trends, and insights into hepatobiliary diseases, fostering an inclusive academic platform for robust debate and discussion among clinical practitioners, translational researchers, and basic scientists. With a multidisciplinary approach, the journal strives to enhance public health, particularly in the resource-limited Asia-Pacific region, which faces significant challenges such as high prevalence of B viral infection and hepatocellular carcinoma. Furthermore, Clinical and Molecular Hepatology prioritizes epidemiological studies of hepatobiliary diseases across diverse regions including East Asia, North Asia, Southeast Asia, Central Asia, South Asia, Southwest Asia, Pacific, Africa, Central Europe, Eastern Europe, Central America, and South America. The journal publishes a wide range of content, including original research papers, meta-analyses, letters to the editor, case reports, reviews, guidelines, editorials, and liver images and pathology, encompassing all facets of hepatology.
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