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通过质谱法对小细胞群体进行原位单细胞成像和分析。

In situ cell-by-cell imaging and analysis of small cell populations by mass spectrometry.

机构信息

Department of Chemistry, W. M. Keck Institute for Proteomics Technology and Applications, The George Washington University, Washington, District of Columbia 20052, USA.

出版信息

Anal Chem. 2011 Apr 15;83(8):2947-55. doi: 10.1021/ac102958x. Epub 2011 Mar 9.

Abstract

Molecular imaging by mass spectrometry (MS) is emerging as a tool to determine the distribution of proteins, lipids, and metabolites in tissues. The existing imaging methods, however, mostly rely on predefined rectangular grids for sampling that ignore the natural cellular organization of the tissue. Here we demonstrate that laser ablation electrospray ionization (LAESI) MS can be utilized for in situ cell-by-cell imaging of plant tissues. The cell-by-cell molecular image of the metabolite cyanidin, the ion responsible for purple pigmentation in onion (Allium cepa) epidermal cells, correlated well with the color of cells in the tissue. Chemical imaging using single-cells as voxels reflects the spatial distribution of biochemical differences within a tissue without the distortion stemming from sampling multiple cells within the laser focal spot. Microsampling by laser ablation also has the benefit of enabling the analysis of very small cell populations for biochemical heterogeneity. For example, with a ∼30 μm ablation spot we were able to analyze 3-4 achlorophyllous cells within an oil gland on a sour orange (Citrus aurantium) leaf. To explore cell-to-cell variations within and between tissues, multivariate statistical analysis on LAESI-MS data from epidermal cells of an A. cepa bulb and a C. aurantium leaf and from human buccal epithelial cell populations was performed using the method of orthogonal projections to latent structures discriminant analysis (OPLS-DA). The OPLS-DA analysis of mass spectra, containing over 300 peaks each, provided guidance in identifying a small number of metabolites most responsible for the variance between the cell populations. These metabolites can be viewed as promising candidates for biomarkers that, however, require further verification.

摘要

质谱(MS)分子成像是一种用于确定组织中蛋白质、脂质和代谢物分布的新兴工具。然而,现有的成像方法大多依赖于用于采样的预设矩形网格,而忽略了组织的自然细胞结构。在这里,我们证明了激光烧蚀电喷雾电离(LAESI)MS 可用于植物组织的原位逐个细胞成像。负责洋葱(Allium cepa)表皮细胞中紫色色素形成的代谢物矢车菊素的逐个细胞分子图像与组织中细胞的颜色非常吻合。使用单细胞作为体素的化学成像反映了组织内生化差异的空间分布,而不会因在激光焦点内采样多个细胞而产生扭曲。激光烧蚀的微采样还有助于分析生化异质性的非常小的细胞群体。例如,使用约 30 μm 的烧蚀点,我们能够分析酸橙(Citrus aurantium)叶片上油腺内的 3-4 个无叶绿素细胞。为了探索组织内和组织间的细胞间变化,使用正交投影到潜在结构判别分析(OPLS-DA)方法对洋葱鳞茎表皮细胞和酸橙叶片以及人颊上皮细胞群体的 LAESI-MS 数据进行了多元统计分析。对包含每个超过 300 个峰的质谱的 OPLS-DA 分析为鉴定对细胞群体之间的差异最有影响的少数代谢物提供了指导。这些代谢物可以被视为有前途的生物标志物候选物,但仍需要进一步验证。

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