Department of Health Technology, Building 204, Technical University of Denmark, DK-2800 Lyngby, Denmark.
Instituto de Investigaciones Biotecnológicas, Universidad Nacional de San Martín, B 1650 HMP, Buenos Aires, Argentina.
J Leukoc Biol. 2024 Apr 29;115(5):913-925. doi: 10.1093/jleuko/qiae007.
The set of peptides processed and presented by major histocompatibility complex class II molecules defines the immunopeptidome, and its characterization holds keys to understanding essential properties of the immune system. High-throughput mass spectrometry (MS) techniques enable interrogation of the diversity and complexity of the immunopeptidome at an unprecedented scale. Here, we analyzed a large set of MS immunopeptidomics data from 40 donors, 221 samples, covering 30 unique HLA-DR molecules. We identified likely co-immunoprecipitated HLA-DR irrelevant contaminants using state-of-the-art prediction methods and unveiled novel light on the properties of HLA antigen processing and presentation. The ligandome (HLA binders) was enriched in 15-mer peptides, and the contaminome (nonbinders) in longer peptides. Classification of singletons and nested sets showed that the first were enriched in contaminants. Investigating the source protein location of ligands revealed that only contaminants shared a positional bias. Regarding subcellular localization, nested peptides were found to be predominantly of endolysosomal origin, whereas singletons shared an equal distribution between the cytosolic and endolysosomal origin. According to antigen-processing signatures, no significant differences were observed between the cytosolic and endolysosomal ligands. Further, the sensitivity of MS immunopeptidomics was investigated by analyzing overlap and saturation between biological MS replicas, concluding that at least 5 replicas are needed to identify 80% of the immunopeptidome. Moreover, the overlap in immunopeptidome between donors was found to be very low both in terms of peptides and source proteins, the latter indicating a critical HLA bias in the antigen sampling in the HLA antigen presentation. Finally, the complementarity between MS and in silico approaches for comprehensively sampling the immunopeptidome was demonstrated.
主要组织相容性复合体 II 类分子加工和呈递的肽集合定义了免疫肽组,其特征描述是理解免疫系统基本特性的关键。高通量质谱 (MS) 技术能够以前所未有的规模研究免疫肽组的多样性和复杂性。在这里,我们分析了来自 40 名供体、221 个样本、涵盖 30 个独特 HLA-DR 分子的大量 MS 免疫肽组学数据。我们使用最先进的预测方法鉴定了可能共同免疫沉淀的 HLA-DR 无关污染物,并揭示了 HLA 抗原加工和呈递特性的新亮点。配体组(HLA 结合物)富含 15 肽,而污染物组(非结合物)富含较长的肽。单体和嵌套集的分类表明,前者富含污染物。研究配体的源蛋白位置表明,只有污染物具有位置偏向性。关于亚细胞定位,嵌套肽主要来源于内溶酶体,而单体在细胞质和内溶酶体起源之间均匀分布。根据抗原加工特征,在细胞质和内溶酶体配体之间未观察到显著差异。此外,通过分析生物 MS 副本之间的重叠和饱和情况,研究了 MS 免疫肽组学的灵敏度,得出结论,至少需要 5 个副本才能识别 80%的免疫肽组。此外,供体之间的免疫肽组重叠在肽和源蛋白方面都非常低,后者表明 HLA 抗原呈递中抗原取样存在关键的 HLA 偏倚。最后,证明了 MS 和计算方法在全面采样免疫肽组方面的互补性。