High-throughput label-free screening of Euglena gracilis with optofluidic time-stretch quantitative phase microscopy

被引:0
|
作者
Guo, Baoshan [1 ]
Lei, Cheng [1 ,2 ]
Ito, Takuro [3 ]
Yaxiaer, Yalikun [4 ]
Kobayashi, Hirofumi [1 ]
Jiang, Yiyue [1 ]
Tanaka, Yo [4 ]
Ozeki, Yasuyuki [5 ]
Goda, Keisuke [1 ,3 ,6 ]
机构
[1] Univ Tokyo, Dept Chem, Tokyo 1130033, Japan
[2] Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
[3] Japan Sci & Technol Agcy, Kawaguchi, Saitama 3320012, Japan
[4] RIKEN, Quantitat Biol Ctr, Lab Integrated Biodevices, Osaka 5650871, Japan
[5] Univ Tokyo, Dept Elect Engn & Informat Syst, Tokyo 1138656, Japan
[6] Univ Calif Los Angeles, Dept Elect Engn, Los Angeles, CA 90095 USA
来源
HIGH-SPEED BIOMEDICAL IMAGING AND SPECTROSCOPY: TOWARD BIG DATA INSTRUMENTATION AND MANAGEMENT II | 2017年 / 10076卷
关键词
high-throughput screening; biofuel; Euglena gracilis; global warming; microfluidics; optofluidics; single-cell analysis; quantitative phase microscopy; NITROGEN STARVATION; MICROALGAE; ACCUMULATION; DYNAMICS;
D O I
10.1117/12.2251157
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The development of reliable, sustainable, and economical sources of alternative fuels is an important, but challenging goal for the world. As an alternative to liquid fossil fuels, microalgal biofuel is expected to play a key role in reducing the detrimental effects of global warming since microalgae absorb atmospheric CO2 via photosynthesis. Unfortunately, conventional analytical methods only provide population-averaged lipid contents and fail to characterize a diverse population of microalgal cells with single-cell resolution in a non-invasive and interference-free manner. Here we demonstrate high-throughput label-free single-cell screening of lipid-producing microalgal cells with optofluidic time-stretch quantitative phase microscopy. In particular, we use Euglena gracilis -an attractive microalgal species that produces wax esters (suitable for biodiesel and aviation fuel after refinement) within lipid droplets. Our optofluidic time-stretch quantitative phase microscope is based on an integration of a hydrodynamic-focusing microfluidic chip, an optical time-stretch phase-contrast microscope, and a digital image processor equipped with machine learning. As a result, it provides both the opacity and phase contents of every single cell at a high throughput of 10,000 cells/s. We characterize heterogeneous populations of E. gracilis cells under two different culture conditions to evaluate their lipid production efficiency. Our method holds promise as an effective analytical tool for microalgae-based biofuel production.
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页数:12
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