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Differential protein expression in human knee articular cartilage and medial meniscus using two different proteomic methods: a pilot analysis

机译:使用两种不同的蛋白质组学方法在人膝关节软骨和内侧半月板中差异蛋白质表达:初步分析

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Proteomics is an emerging field in the study of joint disease. Our two aims with this pilot analysis were to compare healthy human knee articular cartilage with meniscus, two tissues both known to become affected in the osteoarthritic disease process, and to compare two mass spectrometry (MS)-based methods: data-dependent acquisition (DDA) and data-independent acquisition (DIA). Healthy knee articular cartilage taken from the medial tibial condyle and medial meniscus samples taken from the body region were obtained from three adult forensic medicine cases. Proteins were extracted from tissue pieces and prepared for MS analysis. Each sample was subjected to liquid chromatography (LC)-MS/MS analysis using an Orbitrap mass spectrometer, and run in both DDA and DIA mode. Linear mixed effects models were used for statistical analysis. A total of 653 proteins were identified in the DDA analysis, of which the majority was present in both tissue types. Only proteins with quantitation information in both tissues (n?=?90) were selected for more detailed analysis, of which the majority did not statistically significantly differ in abundance between the two tissue types, in either of the MS analyses. However, 21 proteins were statistically significantly different (p??0.05) between meniscus and cartilage in the DIA analysis. Out of these, 11 proteins were also significantly different in the DDA analysis. Aggrecan core protein was the most abundant protein in articular cartilage and significantly differed between the two tissues in both methods. The corresponding protein in meniscus was serum albumin. Dermatopontin exhibited the highest meniscus vs articular cartilage ratio among the statistically significant proteins. The DIA method led to narrower confidence intervals for the abundance differences between the two tissue types than DDA. Although articular cartilage and meniscus had similar proteomic composition, we detected several differences by MS. Between the two analyses, DIA yielded more precise estimates and more statistically significant different proteins than DDA, and had no missing values, which makes it preferable for future LC-MS/MS analyses.
机译:蛋白质组学是研究关节疾病的新兴领域。我们通过该初步分析的两个目标是比较健康的人膝关节软骨和半月板(两个已知都在骨关节炎疾病过程中受到影响的组织),并比较两个基于质谱(MS)的方法:数据依赖采集(DDA) )和独立于数据的获取(DIA)。从三个成人法医病例中获得了从胫骨内侧con中取出的健康膝关节软骨和从身体区域中取出的半月板内侧样品。从组织碎片中提取蛋白质,并准备进行MS分析。使用Orbitrap质谱仪对每个样品进行液相色谱(LC)-MS / MS分析,并以DDA和DIA模式运行。线性混合效应模型用于统计分析。在DDA分析中鉴定出总共653种蛋白质,其中大多数存在于两种组织类型中。仅选择在两个组织中均具有定量信息的蛋白质(n≥90)进行更详细的分析,在两种MS分析中,两种组织中的大多数在丰度上均无统计学差异。但是,在DIA分析中,半月板和软骨之间有21种蛋白质在统计学上有显着差异(p≤0.05)。其中的11种蛋白质在DDA分析中也显着不同。 Aggrecan核心蛋白是关节软骨中含量最丰富的蛋白,两种方法在两种组织之间存在显着差异。半月板中相应的蛋白质是血清白蛋白。在统计上重要的蛋白质中,皮肤角质素表现出最高的半月板与关节软骨比率。相对于DDA,DIA方法导致两种组织类型之间的丰度差异的置信区间更窄。尽管关节软骨和半月板具有相似的蛋白质组学组成,但我们通过MS发现了一些差异。在两次分析之间,与DDA相比,DIA产生了更精确的估计值和统计学上显着不同的蛋白质,并且没有缺失值,这使其更适合将来的LC-MS / MS分析。

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