Unravelling the matrix effect of fresh sampled cells for in vivo unbiased FTIR determination of the absolute concentration of total lipid content of microalgae

被引:16
作者
Coat, Remy [1 ]
Montalescot, Valeria [1 ]
Leon, Esteban Serrano [1 ]
Kucma, Delphine [1 ]
Perrier, Candice [1 ]
Jubeau, Sebastien [1 ]
Thouand, Gerald [1 ]
Legrand, Jack [1 ]
Pruvost, Jeremy [1 ]
Goncalves, Olivier [1 ]
机构
[1] Univ Nantes, GEPEA UMR CNRS 6144, F-44602 St Nazaire, France
关键词
Fourier transform infrared spectroscopy; High-throughput screening eXTension; Partial least square regression; GC-FID total lipids quantification; Nannochloropsis oculata; Photobioreactors; NANNOCHLOROPSIS-OCULATA; BIOCHEMICAL-COMPOSITION; BIOMASS COMPOSITION; FATTY-ACIDS; SPECTROSCOPY; THIOCYANATE; NITROGEN; IR;
D O I
10.1007/s00449-014-1194-5
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Over the past years, the substitution of the classical biochemical quantification techniques by Fourier transform infrared (FTIR) spectroscopy has been widely studied on microalgae because of its tremendous application potential for bioprocess monitoring. In the present work, mandatory aspects that have never been approached by FTIR end-users working onto fresh biomass were assessed. We demonstrated first that fresh cells' FTIR spectra main characteristics could be severely and unspecifically altered when the properties of the sampled biomass were not monitored. Microscopy indicated that important cell reorganization could occur when diminishing the cells density of the sample. Molecular probing approach suggested that such a modification could provoke an alteration of the hydrogen-bonding network of the sample. The sample heterogeneity was found to impact also the shape and intensity of the recorded FTIR bands, participating then to a matrix effect uncharacterized until now. In the second part of our study, we selected FTIR spectra not influenced by this matrix effect and the corresponding accurate calibration data obtained by the whole cell analytical procedure to elaborate an optimized total lipid quantification PLS-R model. Results demonstrated that our strategy could provide a small volume sampling (1 mL of fresh culture), rapid (within minutes), robust (physiological condition independent), and accurate (as accurate as the reference method could be) FTIR absolute quantification method to determine the fresh microalgae intracellular total lipid content. To validate our unbiased FTIR approach, a photobioprocess monitoring pipeline was developed and allowed assessing the effect of light attenuation on total lipid production by the marine microalga Nannochloropsis oculata.
引用
收藏
页码:2175 / 2187
页数:13
相关论文
共 31 条
[1]  
ASTM, 2005, E96/E96M-05,i (, P1
[2]  
BLIGH EG, 1959, CAN J BIOCHEM PHYS, V37, P911
[3]  
Davis R., 2010, Current Research, Technology and Education Topics in Applied Microbiology and Microbial Biotechnology, V2, P1582
[4]   Evaluation of FT-IR and Nile Red methods for microalgal lipid characterization and biomass composition determination [J].
Feng, Guo-Dong ;
Zhang, Fang ;
Cheng, Li-Hua ;
Xu, Xin-Hua ;
Zhang, Lin ;
Chen, Huan-Lin .
BIORESOURCE TECHNOLOGY, 2013, 128 :107-112
[5]   RELATIONS BETWEEN CARBON AND NITROGEN DURING GROWTH OF NANNOCHLOROPSIS-OCULATA (DROOP) HIBBERD UNDER CONTINUOUS ILLUMINATION [J].
FLYNN, KJ ;
DAVIDSON, K ;
CUNNINGHAM, A .
NEW PHYTOLOGIST, 1993, 125 (04) :717-722
[6]  
FOLCH J, 1957, J BIOL CHEM, V226, P497
[7]   Linking microalgae and cyanobacteria culture conditions and key-enzymes for carbohydrate accumulation [J].
Gonzalez-Fernandez, Cristina ;
Ballesteros, Mercedes .
BIOTECHNOLOGY ADVANCES, 2012, 30 (06) :1655-1661
[8]   On-line monitoring of large cultivations of microalgae and cyanobacteria [J].
Havlik, Ivo ;
Lindner, Patrick ;
Scheper, Thomas ;
Reardon, Kenneth F. .
TRENDS IN BIOTECHNOLOGY, 2013, 31 (07) :406-414
[9]   Coherent anti-Stokes Raman scattering and spontaneous Raman spectroscopy and microscopy of microalgae with nitrogen depletion [J].
He, X. N. ;
Allen, J. ;
Black, P. N. ;
Baldacchini, T. ;
Huang, X. ;
Huang, H. ;
Jiang, L. ;
Lu, Y. F. .
BIOMEDICAL OPTICS EXPRESS, 2012, 3 (11) :2896-2906
[10]   Microalgae biofuels: A critical review of issues, problems and the way forward [J].
Lam, Man Kee ;
Lee, Keat Teong .
BIOTECHNOLOGY ADVANCES, 2012, 30 (03) :673-690