Statistical analysis and biological interpretation of the flow cytometric heterogeneity observed in bacterial axenic cultures

被引:16
|
作者
Vives-Rego, J
Resina, O
Comas, J
Loren, G
Julià, O
机构
[1] Univ Barcelona, Dept Microbiol, E-08028 Barcelona, Spain
[2] Univ Barcelona, Serveis Cientif Tecnics, E-08028 Barcelona, Spain
[3] Univ Barcelona, Fac Farm, Dept Microbiol & Parasitol Sanitaries, E-08028 Barcelona, Spain
[4] Univ Barcelona, Fac Matemat, Dept Estadist, E-08007 Barcelona, Spain
关键词
flow cytometry; chi(2) test; Cramer-von Mises test; Kolmogorov-Smimov test; distribution functions; Staphylococcus aureus; Escherichia coli;
D O I
10.1016/S0167-7012(02)00219-1
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Histogram comparison and meaningful statistics in flow cytometry is probably the most widely encountered mathematical problem in flow cytometry. Ideally, a test for determining the statistical equality or difference of flow cytometric distributions will identify the significant differences or similarities of the obtained histograms. This situation is of particular interest when flow cytometry is used to study the heterogeneity of axenic bacterial populations. We have statistically measured the heterogeneity of successive cytometric measures, the modifications produced after 20 transfers from the same culture, and the differences between 20 subcultures of identical origin. The heterogeneity of the bacterial populations and the similarity of the obtained 360 histograms were analysed by standard statistical methods. We have studied bacterial axenic cultures in order to detect, quantify and interpret their cytometric heterogeneity, and to assess intrinsic differences and differences produced by laboratory manipulations. We concluded that the standard axenic cultures have a considerable intrinsic cellular and molecular heterogeneity. We suggest that the heterogeneity we have detected basically has two origins: cell size diversity and cell cycle variations. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:43 / 50
页数:8
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