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基质辅助激光解吸/电离飞行时间质谱(MALDI-TOF MS)显示出花粉组成的适应性变化。

Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) shows adaptation of grass pollen composition.

机构信息

Department of Chemistry, Humboldt-Universität zu Berlin, Brook-Taylor-Straße 2, 12489, Berlin, Germany.

BAM Federal Institute for Materials Research and Testing, Richard-Willstätter-Straße 11, 12489, Berlin, Germany.

出版信息

Sci Rep. 2018 Nov 8;8(1):16591. doi: 10.1038/s41598-018-34800-1.

Abstract

MALDI time-of-flight mass spectrometry (MALDI-TOF MS) has become a widely used tool for the classification of biological samples. The complex chemical composition of pollen grains leads to highly specific, fingerprint-like mass spectra, with respect to the pollen species. Beyond the species-specific composition, the variances in pollen chemistry can be hierarchically structured, including the level of different populations, of environmental conditions or different genotypes. We demonstrate here the sensitivity of MALDI-TOF MS regarding the adaption of the chemical composition of three Poaceae (grass) pollen for different populations of parent plants by analyzing the mass spectra with partial least squares discriminant analysis (PLS-DA) and principal component analysis (PCA). Thereby, variances in species, population and specific growth conditions of the plants were observed simultaneously. In particular, the chemical pattern revealed by the MALDI spectra enabled discrimination of the different populations of one species. Specifically, the role of environmental changes and their effect on the pollen chemistry of three different grass species is discussed. Analysis of the group formation within the respective populations showed a varying influence of plant genotype on the classification, depending on the species, and permits conclusions regarding the respective rigidity or plasticity towards environmental changes.

摘要

基质辅助激光解吸电离飞行时间质谱(MALDI-TOF MS)已成为一种广泛用于生物样本分类的工具。花粉粒的复杂化学成分导致其具有高度特异性的指纹状质谱,这与花粉种类有关。除了物种特异性组成之外,花粉化学的变化还可以分层结构,包括不同种群、环境条件或不同基因型的水平。我们通过使用偏最小二乘判别分析(PLS-DA)和主成分分析(PCA)对三个禾本科(草)花粉的化学组成因不同亲本植物种群的适应而产生的变化进行分析,从而证明了 MALDI-TOF MS 的敏感性。由此可以同时观察到物种、种群和植物特定生长条件的差异。特别是 MALDI 光谱所揭示的化学模式能够区分一个物种的不同种群。具体而言,讨论了环境变化及其对三种不同草类花粉化学的影响。对各种群内群体形成的分析表明,植物基因型对分类的影响因物种而异,并允许对环境变化的相应刚性或可塑性做出结论。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/08f8/6224550/2a735dc79cef/41598_2018_34800_Fig1_HTML.jpg

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