Biostatistics Division, School of Public Health, University of Minnesota, Minneapolis, MN, USA.
Department of Medicine, University of Minnesota, Minneapolis, MN, USA.
Respir Res. 2024 Sep 10;25(1):337. doi: 10.1186/s12931-024-02933-9.
Obstructive lung disease (OLD) is increasingly prevalent among persons living with HIV (PLWH). However, the role of proteases in HIV-associated OLD remains unclear.
We combined proteomics and peptidomics to comprehensively characterize protease activities. We combined mass spectrometry (MS) analysis on bronchoalveolar lavage fluid (BALF) peptides and proteins from PLWH with OLD (n = 25) and without OLD (n = 26) with a targeted Somascan aptamer-based proteomic approach to quantify individual proteases and assess their correlation with lung function. Endogenous peptidomics mapped peptides to native proteins to identify substrates of protease activity. Using the MEROPS database, we identified candidate proteases linked to peptide generation based on binding site affinities which were assessed via z-scores. We used t-tests to compare average forced expiratory volume in 1 s per predicted value (FEV1pp) between samples with and without detection of each cleaved protein and adjusted for multiple comparisons by controlling the false discovery rate (FDR).
We identified 101 proteases, of which 95 had functional network associations and 22 correlated with FEV1pp. These included cathepsins, metalloproteinases (MMP), caspases and neutrophil elastase. We discovered 31 proteins subject to proteolytic cleavage that associate with FEV1pp, with the top pathways involved in small ubiquitin-like modifier mediated modification (SUMOylation). Proteases linked to protein cleavage included neutrophil elastase, granzyme, and cathepsin D.
In HIV-associated OLD, a significant number of proteases are up-regulated, many of which are involved in protein degradation. These proteases degrade proteins involved in cell cycle and protein stability, thereby disrupting critical biological functions.
阻塞性肺疾病(OLD)在 HIV 感染者(PLWH)中越来越普遍。然而,蛋白酶在 HIV 相关 OLD 中的作用尚不清楚。
我们结合蛋白质组学和肽组学来全面描述蛋白酶的活性。我们将来自 OLD(n=25)和无 OLD(n=26)的 PLWH 的支气管肺泡灌洗液(BALF)肽和蛋白质的质谱(MS)分析与靶向基于 Somascan 适体的蛋白质组学方法相结合,以定量个体蛋白酶并评估其与肺功能的相关性。内源性肽组学将肽映射到天然蛋白质上,以鉴定蛋白酶活性的底物。使用 MEROPS 数据库,我们根据结合位点亲和力确定与肽生成相关的候选蛋白酶,并通过 z 分数评估其亲和力。我们使用 t 检验比较有和无每种切割蛋白检测的样本之间平均用力呼气量 1 秒(FEV1pp)的平均值,并通过控制假发现率(FDR)对多重比较进行调整。
我们鉴定了 101 种蛋白酶,其中 95 种具有功能网络关联,22 种与 FEV1pp 相关。这些包括组织蛋白酶、金属蛋白酶(MMP)、半胱天冬酶和中性粒细胞弹性蛋白酶。我们发现 31 种受蛋白酶切割的蛋白质与 FEV1pp 相关,涉及的主要途径包括小泛素样修饰物介导的修饰(SUMOylation)。与蛋白切割相关的蛋白酶包括中性粒细胞弹性蛋白酶、颗粒酶和组织蛋白酶 D。
在 HIV 相关 OLD 中,许多上调的蛋白酶都与蛋白降解有关。这些蛋白酶降解参与细胞周期和蛋白稳定性的蛋白,从而破坏关键的生物学功能。