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利用微量滴定板培养产油真菌并通过高通量傅里叶变换红外光谱法监测脂肪生成

Microtiter plate cultivation of oleaginous fungi and monitoring of lipogenesis by high-throughput FTIR spectroscopy.

作者信息

Kosa Gergely, Kohler Achim, Tafintseva Valeria, Zimmermann Boris, Forfang Kristin, Afseth Nils Kristian, Tzimorotas Dimitrios, Vuoristo Kiira S, Horn Svein Jarle, Mounier Jerome, Shapaval Volha

机构信息

Faculty of Science and Technology, Norwegian University of Life Sciences, Postbox 5003, 1432, Ås, Norway.

Nofima AS, Osloveien 1, 1430, Ås, Norway.

出版信息

Microb Cell Fact. 2017 Jun 9;16(1):101. doi: 10.1186/s12934-017-0716-7.

Abstract

BACKGROUND

Oleaginous fungi can accumulate lipids by utilizing a wide range of waste substrates. They are an important source for the industrial production of omega-6 polyunsaturated fatty acids (gamma-linolenic and arachidonic acid) and have been suggested as an alternative route for biodiesel production. Initial research steps for various applications include the screening of fungi in order to find efficient fungal producers with desired fatty acid composition. Traditional cultivation methods (shake flask) and lipid analysis (extraction-gas chromatography) are not applicable for large-scale screening due to their low throughput and time-consuming analysis. Here we present a microcultivation system combined with high-throughput Fourier transform infrared (FTIR) spectroscopy for efficient screening of oleaginous fungi.

RESULTS

The microcultivation system enables highly reproducible fungal fermentations throughout 12 days of cultivation. Reproducibility was validated by FTIR and HPLC data. Analysis of FTIR spectral ester carbonyl peaks of fungal biomass offered a reliable high-throughput at-line method to monitor lipid accumulation. Partial least square regression between gas chromatography fatty acid data and corresponding FTIR spectral data was used to set up calibration models for the prediction of saturated fatty acids, monounsaturated fatty acids, polyunsaturated fatty acids, unsaturation index, total lipid content and main individual fatty acids. High coefficients of determination (R = 0.86-0.96) and satisfactory residual predictive deviation of cross-validation (RPD = 2.6-5.1) values demonstrated the goodness of these models.

CONCLUSIONS

We have demonstrated in this study, that the presented microcultivation system combined with rapid, high-throughput FTIR spectroscopy is a suitable screening platform for oleaginous fungi. Sample preparation for FTIR measurements can be automated to further increase throughput of the system.

摘要

背景

产油真菌能够利用多种废弃底物积累脂质。它们是工业生产ω-6多不饱和脂肪酸(γ-亚麻酸和花生四烯酸)的重要来源,并且被认为是生物柴油生产的替代途径。各种应用的初步研究步骤包括筛选真菌,以找到具有所需脂肪酸组成的高效真菌生产者。传统的培养方法(摇瓶培养)和脂质分析方法(提取-气相色谱法)由于通量低且分析耗时,不适用于大规模筛选。在此,我们提出一种结合高通量傅里叶变换红外(FTIR)光谱的微培养系统,用于高效筛选产油真菌。

结果

该微培养系统能够在整个12天的培养过程中实现高度可重复的真菌发酵。FTIR和HPLC数据验证了可重复性。分析真菌生物质的FTIR光谱酯羰基峰提供了一种可靠的高通量在线方法来监测脂质积累。利用气相色谱脂肪酸数据与相应的FTIR光谱数据之间的偏最小二乘回归建立校准模型,以预测饱和脂肪酸、单不饱和脂肪酸、多不饱和脂肪酸、不饱和度指数、总脂质含量和主要的个别脂肪酸。高决定系数(R = 0.86 - 0.96)和令人满意的交叉验证残差预测偏差(RPD = 2.6 - 5.1)值证明了这些模型的良好性能。

结论

我们在本研究中证明,所提出的微培养系统结合快速、高通量的FTIR光谱是产油真菌的合适筛选平台。FTIR测量的样品制备可以自动化,以进一步提高系统的通量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b9f6/5466753/600733c41e2b/12934_2017_716_Fig1_HTML.jpg

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