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使用PCT-SWATH技术鉴定肝细胞癌组织中的蛋白质丰度变化

Identification of Protein Abundance Changes in Hepatocellular Carcinoma Tissues Using PCT-SWATH.

作者信息

Zhu Yi, Zhu Jiang, Lu Cong, Zhang Qiushi, Xie Wei, Sun Ping, Dong Xiaochuan, Yue Liang, Sun Yaoting, Yi Xiao, Zhu Tiansheng, Ruan Guan, Aebersold Ruedi, Huang Shi'ang, Guo Tiannan

机构信息

Westlake Institute for Advanced Study, Westlake University, Hangzhou, Zhejiang, P. R. China.

Department of Biology, Institute of Molecular Systems Biology, Eidgenössische Technische Hochschule (ETH) Zurich, Zurich, Switzerland.

出版信息

Proteomics Clin Appl. 2019 Jan;13(1):e1700179. doi: 10.1002/prca.201700179. Epub 2018 Nov 19.

Abstract

PURPOSE

To rapidly identify protein abundance changes in biopsy-level fresh-frozen hepatocellular carcinoma (HCC).

EXPERIMENTAL DESIGN

The pressure-cycling technology (PCT) is applied and sequential window acquisition of all theoretical mass spectra (SWATH-MS) workflow is optimized to analyze 38 biopsy-level tissue samples from 19 HCC patients. Each proteome is analyzed with 45 min LC gradient. MCM7 is validated using immunohistochemistry (IHC).

RESULTS

A total of 11 787 proteotypic peptides from 2579 SwissProt proteins are quantified with high confidence. The coefficient of variation (CV) of peptide yield using PCT is 32.9%, and the R of peptide quantification is 0.9729. Five hundred forty-one proteins showed significant abundance change between the tumor area and its adjacent benign area. From 24 upregulated pathways and 13 suppressed ones, enhanced biomolecule synthesis and suppressed small molecular metabolism in liver tumor tissues are observed. Protein changes based on α-fetoprotein expression and hepatitis B virus infection are further analyzed. The data altogether highlight 16 promising tumor marker candidates. The upregulation of minichromosome maintenance complex component 7 (MCM7) is further observed in multiple HCC tumor tissues by IHC.

CONCLUSIONS AND CLINICAL RELEVANCE

The practicality of rapid proteomic analysis of biopsy-level fresh-frozen HCC tissue samples with PCT-SWATH has been demonstrated and promising tumor marker candidates including MCM7 are identified.

摘要

目的

快速鉴定活检水平的新鲜冷冻肝细胞癌(HCC)中蛋白质丰度的变化。

实验设计

应用压力循环技术(PCT),并优化了所有理论质谱的序列窗口采集(SWATH-MS)工作流程,以分析来自19例HCC患者的38个活检水平的组织样本。每个蛋白质组采用45分钟的液相色谱梯度进行分析。使用免疫组织化学(IHC)对微小染色体维持蛋白7(MCM7)进行验证。

结果

共对来自2579个SwissProt蛋白的11787个蛋白型肽段进行了高可信度定量。使用PCT时肽产量的变异系数(CV)为32.9%,肽定量的R值为0.9729。541种蛋白质在肿瘤区域与其相邻良性区域之间显示出显著的丰度变化。在24条上调通路和13条下调通路中,观察到肝肿瘤组织中生物分子合成增强和小分子代谢受到抑制。进一步分析了基于甲胎蛋白表达和乙型肝炎病毒感染的蛋白质变化。这些数据共突出了16个有前景的肿瘤标志物候选物。通过免疫组化在多个HCC肿瘤组织中进一步观察到微小染色体维持复合物成分7(MCM7)的上调。

结论与临床意义

已证明使用PCT-SWATH对活检水平的新鲜冷冻HCC组织样本进行快速蛋白质组分析的实用性,并鉴定出包括MCM7在内的有前景的肿瘤标志物候选物。

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