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通过数据非依赖采集质谱(DIA-MS)数据的启发式聚类揭示的人类白细胞抗原(HLA)B27同种异型特异性结合及候选致关节炎肽

Human Leukocyte Antigen (HLA) B27 Allotype-Specific Binding and Candidate Arthritogenic Peptides Revealed through Heuristic Clustering of Data-independent Acquisition Mass Spectrometry (DIA-MS) Data.

作者信息

Schittenhelm Ralf B, Sivaneswaran Saranjah, Lim Kam Sian Terry C C, Croft Nathan P, Purcell Anthony W

机构信息

From the ‡Department of Biochemistry and Molecular Biology, Monash University, Clayton, VIC 3800, Australia.

From the ‡Department of Biochemistry and Molecular Biology, Monash University, Clayton, VIC 3800, Australia

出版信息

Mol Cell Proteomics. 2016 Jun;15(6):1867-76. doi: 10.1074/mcp.M115.056358. Epub 2016 Feb 29.

Abstract

Expression of HLA-B27 is strongly associated with ankylosing spondylitis (AS) and other spondyloarthropathies. While this is true for the majority of HLA-B27 allotypes, HLA-B27:06 and HLA-B27:09 are not associated with AS. These two subtypes contain polymorphisms that are ideally positioned to influence the bound peptide repertoire. The existence of disease-inducing peptides (so-called arthritogenic peptides) has therefore been proposed that are exclusively presented by disease-associated HLA-B27 allotypes. However, we have recently demonstrated that this segregation of allotype-bound peptides is not the case and that many peptides that display sequence features predicted to favor binding to disease-associated subtypes are also capable of being presented naturally by protective alleles. To further probe more subtle quantitative changes in peptide presentation, we have used a combination of data-independent acquisition (DIA) and multiple reaction monitoring (MRM) mass spectrometry to quantify the abundance of 1646 HLA-B27 restricted peptides across the eight most frequent HLA-B27 allotypes (HLA-B27:02-HLA-B27:09). We utilized K means cluster analysis to group peptides with similar allelic binding preferences across the eight HLA-B27 allotypes, which enabled us to identify the most-stringent binding characteristics for each HLA-B27 allotype and further refined their existing consensus-binding motifs. Moreover, a thorough analysis of this quantitative dataset led to the identification of 26 peptides, which are presented in lower abundance by HLA-B27:06 and HLA-B27:09 compared with disease-associated HLA-B27 subtypes. Although these differences were observed to be very subtle, these 26 peptides might encompass the sought-after arthritogenic peptide(s).

摘要

HLA - B27的表达与强直性脊柱炎(AS)及其他脊柱关节病密切相关。虽然大多数HLA - B27等位基因亚型都是如此,但HLA - B27:06和HLA - B27:09与AS无关。这两种亚型包含的多态性处于理想位置,能够影响所结合的肽库。因此,有人提出存在仅由与疾病相关的HLA - B27等位基因亚型呈递的致病肽(所谓的致关节炎肽)。然而,我们最近证明,这种等位基因结合肽的分离情况并非如此,许多显示出预测有利于与疾病相关亚型结合的序列特征的肽,也能够由保护性等位基因自然呈递。为了进一步探究肽呈递中更细微的定量变化,我们结合了数据非依赖采集(DIA)和多反应监测(MRM)质谱技术,对8种最常见的HLA - B27等位基因亚型(HLA - B27:02 - HLA - B27:09)中1646种HLA - B27限制性肽的丰度进行了定量。我们利用K均值聚类分析,对8种HLA - B27等位基因亚型中具有相似等位基因结合偏好的肽进行分组,这使我们能够确定每种HLA - B27等位基因亚型最严格的结合特征,并进一步完善其现有的共有结合基序。此外,对这个定量数据集的深入分析导致鉴定出26种肽,与疾病相关的HLA - B27亚型相比,HLA - B27:06和HLA - B27:09呈递这些肽的丰度较低。尽管观察到这些差异非常细微,但这26种肽可能包含了人们所寻找的致关节炎肽。

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