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Spatial Querying of Mass Spectral Imaging Data Allows for Differential Analysis of Neurodegenerative Alterations in Tissue

机译:质谱成像数据的空间查询允许差异分析组织中神经变性改变的差异分析

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Mass spectral imaging (MSI) adds a spatial dimension to MS-based biochemical analysis. It delivers insight into the local distribution of biomolecules (e.g. proteins, peptides, and metabolites) throughout an organic tissue section. Current approaches for the examination of the vast amounts of data generated in a MSI experiment have either focused on providing a spatial answer to a mass-driven hypothesis (eg. ion images of a single mass species) or have focused on disassembling the measurements into a set of tissue region trends in a data-driven manner (eg. PCA). The opportunity to examine the tissue and look for ions of interest using a morphological region-driven hypothesis rather than a molecule-driven hypothesis has been unavailable due to lack of a suitable method.
机译:质谱成像(MSI)增加了基于MS的生物化学分析的空间尺寸。它能够在整个有机组织切片中提供进入整个有机组织部分的生物分子(例如蛋白质,肽和代谢物)的局部分布。检查MSI实验中产生的大量数据的电流接近,其要么聚焦地向质量驱动假设提供空间答案(例如,单个质量物种的离子图像),或者集中在拆卸测量中数据驱动方式的组织区域趋势(例如,PCA)。使用形态区域驱动的假设检查组织并寻找感兴趣的离子而不是分子驱动的假设的机会,由于缺乏合适的方法,不可用。

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