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利用 SWATH/DIA-MS 生成 HLA 等位基因特异性光谱库,以鉴定和定量免疫肽组。

Generation of HLA Allele-Specific Spectral Libraries to Identify and Quantify Immunopeptidomes by SWATH/DIA-MS.

机构信息

CHU Sainte-Justine Research Center, Montreal, QC H3T 1C5, Canada.

Department of Pathology and Cellular Biology, Faculty of Medicine, Université de Montréal, Montreal, QC H3T 1J4, Canada.

出版信息

Methods Mol Biol. 2022;2420:137-147. doi: 10.1007/978-1-0716-1936-0_11.

Abstract

Developing a deep and comprehensive understanding of the collection of peptides presented by class I human leukocyte antigens (HLA ), collectively referred to as the immunopeptidome , is conducive to the success of a wide range of immunotherapies. The development of tools that enable the deconvolution of immunopeptidomes in the context of disease can help improve the specificity and effectiveness of therapeutic strategies targeting these peptides, such as adoptive T-cell therapy and vaccines. Here, we describe a computational workflow that facilitates the processing and interpretation of data-independent acquisition mass spectrometry (DIA-MS). We consider a specific variation of DIA-MS known as SWATH-MS. SWATH-MS is a promising technique that can be utilized to reproducibly characterize and quantify immunopeptidomes isolated from a wide range of biological sources. In this workflow, we use an assortment of database search engines and computational tools to build high-quality HLA allele-specific peptide spectral peptide libraries for the analysis of immunopeptidomic datasets acquired by SWATH-MS. Generating and sharing these spectral libraries are essential for the SWATH-MS technology to meet its full potential and to enable the rapid and reproducible quantification of HLA-specific peptides across multiple samples.

摘要

深入全面地了解 I 类人白细胞抗原 (HLA) 呈现的肽集合,通常被称为免疫肽组,有助于广泛的免疫疗法的成功。开发能够在疾病背景下对免疫肽组进行分解的工具,可以帮助提高针对这些肽的治疗策略的特异性和有效性,例如过继性 T 细胞疗法和疫苗。在这里,我们描述了一个计算工作流程,该流程有助于处理和解释数据非依赖性采集质谱 (DIA-MS) 数据。我们考虑了一种称为 SWATH-MS 的特定 DIA-MS 变体。SWATH-MS 是一种很有前途的技术,可以用于从广泛的生物来源中重复地表征和定量免疫肽组。在这个工作流程中,我们使用各种数据库搜索引擎和计算工具来构建高质量的 HLA 等位基因特异性肽谱肽库,用于分析通过 SWATH-MS 获得的免疫肽组数据集。生成和共享这些光谱库对于 SWATH-MS 技术充分发挥其潜力以及实现 HLA 特异性肽在多个样本中的快速和可重复的定量是至关重要的。

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