Morphometric quantification of a pseudohyphae forming Saccharomyces cerevisiae strain using in situ microscopy and image analysis

被引:3
|
作者
Belini, Valdinei L. [1 ]
Orides, M. Junior [2 ]
Ceccato-Antonini, Sandra R. [3 ]
Suhr, Hajo [4 ]
Wiedemann, Philipp [5 ]
机构
[1] Univ Fed Sao Carlos, Dept Elect Engn, Rodovia Washington Luis,Km 235, BR-13565905 Sao Carlos, SP, Brazil
[2] Univ Fed Sao Carlos, Comp Dept, Rodovia Washington Luis,Km 235, BR-13565905 Sao Carlos, SP, Brazil
[3] Univ Fed Sao Carlos, Dept Agroind Technol & Rural Socioecon, Via Anhanguera,Km 174, BR-13600970 Araras, SP, Brazil
[4] Mannheim Univ Appl Sci, Dept Informat Technol, Paul Wittsack Str 10, D-68163 Mannheim, Germany
[5] Mannheim Univ Appl Sci, Dept Biotechnol, Paul Wittsack Str 10, D-68163 Mannheim, Germany
关键词
Yeast; Cell cluster; Fermentation; Cell counting; Bioethanol; CELL-CONCENTRATION; ETHANOL-PRODUCTION; ONLINE; YEAST; VIABILITY; SEGMENTATION; POPULATIONS; BIOREACTORS; NUCLEI;
D O I
10.1016/j.mimet.2021.106338
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Yeast morphology and counting are highly important in fermentation as they are often associated with pro-ductivity and can be influenced by process conditions. At present, time-consuming and offline methods are utilized for routine analysis of yeast morphology and cell counting using a haemocytometer. In this study, we demonstrate the application of an in situ microscope to obtain a fast stream of pseudohyphae images from agitated sample suspensions of a Saccharomyces cerevisiae strain, whose morphology in cell clusters is frequently found in the bioethanol fermentation industry. The large statistics of microscopic images allow for online determination of the principal morphological characteristics of the pseudohyphae, including the number of constituent cells, cell-size, number of branches, and length of branches. The distributions of these feature values are calculated online, constituting morphometric monitoring of the pseudohyphae population. By providing representative data, the proposed system can improve the effectiveness of morphological characterization, which in turn can help to improve the understanding and control of bioprocesses in which pseudohyphal-like mor-phologies are found.
引用
收藏
页数:11
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