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在对稀缺生物样本的免疫肽组学研究中区分信号与噪声:C57BL/6 小鼠胸腺中 I-A 呈递的肽。

Distinguishing Signal From Noise in Immunopeptidome Studies of Limiting-Abundance Biological Samples: Peptides Presented by I-A in C57BL/6 Mouse Thymus.

机构信息

Department of Pathology, University of Massachusetts Medical School, Worcester, MA, United States.

Department of Radiation Oncology, Weill Cornell Medicine, New York, NY, United States.

出版信息

Front Immunol. 2021 Apr 29;12:658601. doi: 10.3389/fimmu.2021.658601. eCollection 2021.

Abstract

Antigen presentation by MHC-II proteins in the thymus is central to selection of CD4 T cells, but analysis of the full repertoire of presented peptides responsible for positive and negative selection is complicated by the low abundance of antigen presenting cells. A key challenge in analysis of limiting abundance immunopeptidomes by mass spectrometry is distinguishing true MHC-binding peptides from co-eluting non-specifically bound peptides present in the mixture eluted from immunoaffinity-purified MHC molecules. Herein we tested several approaches to minimize the impact of non-specific background peptides, including analyzing eluates from isotype-control antibody-conjugated beads, considering only peptides present in nested sets, and using predicted binding motif analysis to identify core epitopes. We evaluated these methods using well-understood human cell line samples, and then applied them to analysis of the I-A presented immunopeptidome of the thymus of C57BL/6 mice, comparing this to the more easily characterized splenic B cell and dendritic cell populations. We identified a total of 3473 unique peptides eluted from the various tissues, using a data dependent acquisition strategy with a false-discovery rate of <1%. The immunopeptidomes presented in thymus as compared to splenic B cells and DCs identified shared and tissue-specific epitopes. A broader length distribution was observed for peptides presented in the thymus as compared to splenic B cells or DCs. Detailed analysis of 61 differentially presented peptides indicated a wider distribution of I-A binding affinities in thymus as compared to splenic B cells. These results suggest different constraints on antigen processing and presentation pathways in central versus peripheral tissues.

摘要

MHC-II 蛋白在胸腺中的抗原呈递对 CD4 T 细胞的选择至关重要,但分析负责阳性和阴性选择的呈递肽的全部 repertoire 受到抗原呈递细胞丰度低的限制。在质谱分析限制丰度免疫肽组时的一个关键挑战是区分真正与 MHC 结合的肽与混合物中洗脱的非特异性结合的肽,这些肽与免疫亲和纯化的 MHC 分子共洗脱。在此,我们测试了几种方法来最小化非特异性背景肽的影响,包括分析与同种型对照抗体缀合珠洗脱的洗脱液,仅考虑嵌套集中存在的肽,以及使用预测的结合基序分析来鉴定核心表位。我们使用了充分了解的人类细胞系样本评估了这些方法,然后将其应用于 C57BL/6 小鼠胸腺中 I-A 呈递免疫肽组的分析,将其与更易于表征的脾 B 细胞和树突状细胞群体进行比较。我们使用数据依赖的采集策略,假发现率<1%,从各种组织中鉴定出 3473 个独特的洗脱肽。与脾 B 细胞和 DC 相比,在胸腺中鉴定出的免疫肽组具有共享和组织特异性的表位。与脾 B 细胞或 DC 相比,在胸腺中呈递的肽的长度分布更广泛。对 61 个差异呈递肽的详细分析表明,与脾 B 细胞相比,I-A 结合亲和力在胸腺中的分布更广。这些结果表明,在中枢和外周组织中,抗原加工和呈递途径存在不同的限制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5bcb/8116589/a5a82a2dade9/fimmu-12-658601-g001.jpg

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