Identification of single eukaryotic cells with micro-Raman spectroscopy

被引:77
作者
Roesch, P.
Harz, M.
Peschke, K. -D.
Ronneberger, O.
Burkhardt, H.
Popp, J.
机构
[1] Univ Jena, Inst Phys Chem, D-07743 Jena, Germany
[2] Univ Freiburg, Inst Informat, Lehrstuhl Mustererkennung & Bildverarbt, D-79110 Freiburg, Germany
[3] Inst Phys Hochtechnol, D-07745 Jena, Germany
关键词
micro-Raman spectroscopy; eukaryotic cells; yeast; single cell identification; support vector machine;
D O I
10.1002/bip.20449
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
For a fast identification of eukaryotic cells such as yeast species without a cultivation step it should be possible to perform the investigation on only one single cell. Since yeasts as eukaryotes are heterogeneous and their Raman spectra are therefore dependent on the measuring position, one Raman spectra is not representative of the whole cell. In this contribution we demonstrate the application of average Raman spectra of a line scan over single yeast cells. These average spectra are used for classification with the help of a support vector machine. (c) 2006 Wiley Periodicals, Inc.
引用
收藏
页码:312 / 316
页数:5
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