Experimental design of systems involving multiple fluorescent protein reporters

被引:2
|
作者
Bansal, Loveleena [1 ]
Nelson, Randall [1 ]
Yang, Eric [1 ]
Jayaraman, Arul [1 ]
Hahn, Juergen [2 ,3 ]
机构
[1] Texas A&M Univ, Dept Chem Engn, College Stn, TX 77843 USA
[2] Rensselaer Polytech Inst, Dept Biomed Engn, Troy, NY 12180 USA
[3] Rensselaer Polytech Inst, Dept Chem & Biol Engn, Troy, NY 12180 USA
基金
美国国家科学基金会;
关键词
Systems engineering; Optimal design; Fluorescent proteins; Parameter identification; Biological and biomolecular engineering; Mathematical modeling; MICROSCOPY; CYTOMETRY; CELLS;
D O I
10.1016/j.ces.2013.06.021
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
Fluorescent proteins have found widespread applications for analysis of biological systems as they can be used to track various events within living cells. Multiple fluorescent proteins are also simultaneously used to monitor different aspects of biological systems. However, extensive overlap in the emission spectra of the fluorescent proteins poses challenges in extracting the contribution of individual proteins to overall fluorescence intensity measurements. This work addresses this issue by deriving a computational formulation for extracting the contribution of fluorescence intensities of individual reporters to the overall measurements taken using a plate reader. Then, this formulation is used for deriving an experimental design criterion for choosing sets of fluorescent proteins such that the accuracy of the estimated contribution of different fluorescent proteins is maximized. The results are validated using two sets of experimental data involving different sets of fluorescent proteins. This work represents the first quantitative study that evaluates experimental design for selection of fluorescent proteins to use simultaneously for multiple-labeling applications. (C) 2013 Elsevier Ltd. All tights reserved.
引用
收藏
页码:191 / 198
页数:8
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