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艺术家绘画用颜料中蛋白质结合物的基质辅助激光解吸/电离飞行时间质谱分类:主成分分析(PCA)和软独立建模分类类比(SIMCA)的评估。

Classification of protein binders in artist's paints by matrix-assisted laser desorption/ionisation time-of-flight mass spectrometry: an evaluation of principal component analysis (PCA) and soft independent modelling of class analogy (SIMCA).

机构信息

Royal Institute for Cultural Heritage (KIK/IRPA), Jubelpark 1, B-1000 Brussels, Belgium.

出版信息

Rapid Commun Mass Spectrom. 2011 Jun 15;25(11):1631-40. doi: 10.1002/rcm.5027.

Abstract

Proteomics techniques are increasingly applied for the identification of protein binders in historical paints. The complex nature of paint samples, with different kinds of pigments mixed into, and degradation by long term exposure to light, humidity and temperature variations, requires solid analysis and interpretation methods. In this study matrix-assisted laser desorption/ionisation time-of-flight (MALDI-TOF) mass spectra of tryptic-digested paint replicas are subjected to principal component analysis (PCA) and soft independent modelling of class analogy (SIMCA) in order to distinguish proteinaceous binders based on animal glues, egg white, egg yolk and milk casein from each other. The most meaningful peptide peaks for a given protein class will be determined, and if possible, annotated with their corresponding amino acid sequence. The methodology was subsequently applied on egg temperas, as well as on animal glues from different species. In the latter small differences in the MALDI-TOF mass spectra can allow the determination of a mammal or sturgeon origin of the glue. Finally, paint samples from the 16(th) century altarpiece of St Margaret of Antioch (Mlynica, Slovakia) were analysed. Several expected peaks are either present in lower abundance or completely missing in these natural aged paints, due to degradation of the paints. In spite of this mammalian glue was identified in the St Margaret samples.

摘要

蛋白质组学技术越来越多地应用于鉴定历史颜料中的蛋白质结合物。由于颜料样品的复杂性质,不同种类的颜料混合在一起,并长期暴露在光照、湿度和温度变化下,因此需要坚实的分析和解释方法。在这项研究中,将经过胰蛋白酶消化的颜料复制品的基质辅助激光解吸/电离飞行时间(MALDI-TOF)质谱进行主成分分析(PCA)和软独立建模分类分析(SIMCA),以根据动物胶、蛋清、蛋黄和牛奶酪蛋白等不同的蛋白质结合物彼此区分开来。将确定给定蛋白质类别的最有意义的肽峰,并在可能的情况下,用其相应的氨基酸序列进行注释。该方法随后应用于蛋彩画,以及来自不同物种的动物胶。在后一种情况下,MALDI-TOF 质谱中的微小差异可以确定胶的哺乳动物或鲟鱼来源。最后,分析了来自 16 世纪圣玛格丽特(安提阿)祭坛(斯洛伐克米林尼察)的颜料样品。由于颜料的降解,这些天然老化的颜料中,一些预期的峰要么丰度较低,要么完全缺失。尽管如此,在圣玛格丽特的样本中仍鉴定出了哺乳动物胶。

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