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Raman Spectroscopy and Chemometrics for Identification and Strain Discrimination of the Wine Spoilage Yeasts Saccharomyces cerevisiae, Zygosaccharomyces bailii, and Brettanomyces bruxellensis

机译:拉曼光谱和化学计量学用于葡萄酒变质酵母的鉴定和菌株鉴别酿酒酵母,百日咳酵母和布鲁氏酵母

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The yeasts Zygosaccharomyces bailii , Dekkera bruxellensis (anamorph, Brettanomyces bruxellensis ), and Saccharomyces cerevisiae are the major spoilage agents of finished wine. A novel method using Raman spectroscopy in combination with a chemometric classification tool has been developed for the identification of these yeast species and for strain discrimination of these yeasts. Raman spectra were collected for six strains of each of the yeasts Z. bailii , B. bruxellensis , and S. cerevisiae . The yeasts were classified with high sensitivity at the species level: 93.8% for Z. bailii , 92.3% for B. bruxellensis , and 98.6% for S. cerevisiae . Furthermore, we have demonstrated that it is possible to discriminate between strains of these species. These yeasts were classified at the strain level with an overall accuracy of 81.8%.
机译:百日酵母,布鲁克德克酵母(无脊椎动物,布鲁塔酵母)和酿酒酵母是成品酒的主要变质剂。已经开发了使用拉曼光谱结合化学计量学分类工具的新颖方法,用于鉴定这些酵母种类和用于区分这些酵母的菌株。收集了六个菌株的拉曼光谱,分别是百日酵母,布鲁氏酵母和酿酒酵母。酵母在种属水平上被高度敏感地分类:百日草为93.8%,布鲁氏菌为92.3%,酿酒酵母为98.6%。此外,我们已经证明可以区分这些物种的菌株。这些酵母在菌株水平上被分类,总体准确度为81.8%。

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