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基质辅助激光解吸电离成像引导的异质性乳腺肿瘤微蛋白质组学分析——一项初步研究

MALDI Imaging-Guided Microproteomic Analyses of Heterogeneous Breast Tumors-A Pilot Study.

作者信息

Alberts Deborah, Pottier Charles, Smargiasso Nicolas, Baiwir Dominique, Mazzucchelli Gabriel, Delvenne Philippe, Kriegsmann Mark, Kazdal Daniel, Warth Arne, De Pauw Edwin, Longuespée Rémi

机构信息

Laboratory of Mass Spectrometry (LSM) - MolSys, Department of Chemistry, University of Liège, Liege, Belgium.

Department of Pathology, GIGA Cancer, University of Liège Hospital, Liège, Belgium.

出版信息

Proteomics Clin Appl. 2018 Jan;12(1). doi: 10.1002/prca.201700062. Epub 2017 Sep 15.

Abstract

Matrix-assisted laser desorption/ionization (MALDI) imaging is an ideal tool to study intratumor heterogeneity (ITH) and its implication in prognostic stratification of patients. However, there are some drawbacks concerning protein identification. On the other hand, laser microdissection (LMD)-based microproteomics allows retrieving thousands of protein identifications from small tissue pieces. As a proof of concept, the authors combine these two complementary approaches to analyze heterogeneous regions in breast tumors. Invasive ductal breast cancer FFPE tissue sections from five patients are analyzed by MALDI imaging and the dataset is processed by segmentation. Heterogeneous regions within tumors are processed by LMD-based microproteomics, in duplicates. Liquid chromatography-tandem mass spectrometry data are classified by hierarchical clustering. Heterogeneous tissue regions are discriminated on the basis of their actual molecular heterogeneity. The dataset is correlated with MALDI imaging to identify m/z values discriminating heterogeneous regions. The molecular characterization of cell clones in tumors related to bad patient outcome could have great impact for pathology. A combined application of LMD-based microproteomics and MALDI imaging for ITH studies is presented.

摘要

基质辅助激光解吸/电离(MALDI)成像技术是研究肿瘤内异质性(ITH)及其在患者预后分层中意义的理想工具。然而,在蛋白质鉴定方面存在一些缺点。另一方面,基于激光显微切割(LMD)的微蛋白质组学能够从微小组织切片中获得数千种蛋白质的鉴定结果。作为概念验证,作者将这两种互补方法结合起来分析乳腺肿瘤中的异质性区域。对来自5例患者的浸润性导管乳腺癌福尔马林固定石蜡包埋(FFPE)组织切片进行MALDI成像分析,并对数据集进行分割处理。肿瘤内的异质性区域通过基于LMD的微蛋白质组学进行处理,重复两次。液相色谱-串联质谱数据通过层次聚类进行分类。根据实际分子异质性区分异质性组织区域。将该数据集与MALDI成像相关联,以识别区分异质性区域的质荷比(m/z)值。肿瘤中与患者不良预后相关的细胞克隆的分子特征可能对病理学产生重大影响。本文介绍了基于LMD的微蛋白质组学和MALDI成像在ITH研究中的联合应用。

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