FT-IR/ATR univariate and multivariate calibration models for in situ monitoring of sugars in complex microalgal culture media

Bioresource Technology

Volumn 144, Issue , 2013, Pages 664-668

  Girard, Jean Michel ^a,b,c   Deschênes, Jean Sébastien ^b   Tremblay, Réjean ^c   Gagnon, Jonathan ^b  

^a UNIVERSITÉ DE SHERBROOKE   (Canada)

^b UNIVERSITÉ DU QUÉBEC À RIMOUSKI   (Canada)

^c INSTITUT DES SCIENCES DE LA MER DE RIMOUSKI   (Canada)

Author keywords

FT IR ATR technology; Microalgae; Mixo heterotrophy; PLS model; Process monitoring

Indexed keywords

ALGAE; MICROORGANISMS; PROCESS MONITORING;

COMMERCIAL-SCALE PRODUCTION; FTIR/ATR; MICRO-ALGAE; MIXO/HETEROTROPHY; MULTIVARIATE CALIBRATION; PLS MODELS; PREDICTIVE ACCURACY; TOTAL DISSOLVED SOLIDS;

SUGARS;

CARBOHYDRATE DERIVATIVE; GALACTOSE; GLUCOSE; LACTOSE;

ADVANCED TECHNOLOGY; ALGAL CULTURE; CALIBRATION; FTIR SPECTROSCOPY; HETEROTROPHY; IN SITU MEASUREMENT; MICROALGA; MIXOTROPHY; SUGAR;

ARTICLE; CALIBRATION; CONTROLLED STUDY; CULTURE MEDIUM; INFRARED SPECTROSCOPY; MICROALGA; NONHUMAN; PRIORITY JOURNAL;

FT-IR/ATR TECHNOLOGY; MICROALGAE; MIXO/HETEROTROPHY; PLS MODEL; PROCESS MONITORING;

CALIBRATION; CARBOHYDRATES; CULTURE MEDIA; GALACTOSE; GAS CHROMATOGRAPHY-MASS SPECTROMETRY; GLUCOSE; LACTOSE; LEAST-SQUARES ANALYSIS; MICROALGAE; MODELS, THEORETICAL; MULTIVARIATE ANALYSIS; SCENEDESMUS; SPECTROSCOPY, FOURIER TRANSFORM INFRARED;

EID: 84881542735     PISSN: 09608524     EISSN: 18732976     Source Type: Journal    
DOI: 10.1016/j.biortech.2013.06.094     Document Type: Article

References (15)

1. Barile D., Tao N., Lebrilla C., Coisson J., Arlorio M., German J. Permeate from cheese whey ultrafiltration is a source of milk oligosaccharides. International Dairy Journal 2009, 19:524-530.
2. Bumbak F., Cook S., Zachleder V., Hauser S., Kovar K. Best practices in heterotrophic high-cell-density microalgal processes: achievements, potential and possible limitations. Applied Microbiology and Biotechnology 2011, 91(1):31-46.
3. Cerdán-Calero M., Sendra J.M., Sentandreu E. Gas chromatography coupled to mass spectrometry analysis of volatiles, sugars, organic acids and aminoacids in valencia late orange juice and reliability of the automated mass spectral deconvolution and identification system for their automatic identification and quantification. Journal of Chromatography A 2012, 1241:84-95.
4. Conzen J.P. Multivariate Calibration. A Practical Guide for Developing Methods in the Quantitative Analytical Chemistry 2006, Bruker Optik GmbH. second ed.
5. Haaland D.M., Thomas E.V. Partial least-squares methods for spectral analyses. 1. Relation to other quantitative calibration methods and the extraction of qualitative information. Analytical Chemistry 1988, 60(11):1193-1202.
6. Harrick N.J. Study of physics and chemistry of surfaces from frustrated total internal reflections. Physical Review Letters 1960, 4(5):224-226.
7. Hashimoto A., Kameoka T. Mid-infrared spectroscopic determination of sugar contents in plant-cell culture media using an ATR method. Applied Spectroscopy 2000, 54(7):1005-1011.
8. Hernández-Martínez M., Gallardo-Velázquez T., Osorio-Revilla G., Almaraz-Abarca N., Ponce-Mendoza A., Vásquez-Murrieta M.S. Prediction of total fat, fatty acid composition and nutritional parameters in fish fillets using MID-FTIR spectroscopy and chemometrics. LWT - Food Science and Technology 2013, 52(1):12-20.
9. Krasznai D.J., Champagne P., Cunningham M.F. Quantitative characterization of lignocellulosic biomass using surrogate mixtures and multivariate techniques. Bioresource Technology 2012, 110:652-661.
10. Liang Y., Sarkany N., Cui Y., Yesuf J., Trushenski J., Blackburn J.W. Use of sweet sorghum juice for lipid production by Schizochytrium limacinum SR21. Bioresource Technology 2010, 101(10):3623-3627.
11. Mitra D., van Leeuwen J., Lamsal B. Heterotrophic/mixotrophic cultivation of oleaginous Chlorella vulgaris on industrial co-products. Algal Research 2012, 1(1):40-48.
12. Solis-Oba M., Teniza-Garcia O., Rojas-Lopez M., Delgado-Macuil R., Diaz-Reyes J., Ruiz R. Application of infrared spectroscopy to the monitoring of lactose and protein from whey after ultra and nano filtration process. Journal of the Mexican Chemical Society 2011, 55(3):190-193.
13. Spolaore P., Joannis-Cassan C., Duran E., Isambert A. Commercial applications of microalgae. Journal of Bioscience and Bioengineering 2006, 101(2):87-96.
14. Stein J. Handbook of Phycological Methods. Culture Methods and Growth Measurements 1973, Cambridge University Press.
15. Suehara K.-i., Kameoka T., Hashimoto A. Sugar uptake analysis of suspension arabidopsis, tobacco, and rice cells in various media using an FT-IR/ATR method. Bioprocess and Biosystems Engineering 2012, 35(8):1259-1268.