Rapid estimation of sugar release from winter wheat straw during bioethanol production using FTIR-photoacoustic spectroscopy

Biotechnology for Biofuels

Volumn 8, Issue 1, 2015, Pages

  Bekiaris, Georgios ^a   Lindedam, Jane ^a   Peltre, Clément ^a   Decker, Stephen R ^b   Turner, Geoffrey B ^b   Magid, Jakob ^a   Bruun, Sander ^a  

^a UNIVERSITY OF COPENHAGEN   (Denmark)

^b NATIONAL RENEWABLE ENERGY LABORATORY   (United States)

Author keywords

Advanced chemometrics; Bioethanol production; Enzymatic hydrolysis; FTIR photoacoustic spectroscopy; High throughput assay; Prediction; Pretreatment; Sugar release

Indexed keywords

BIOETHANOL; CELLULOSE; DRUG PRODUCTS; ETHANOL; FORECASTING; FOURIER TRANSFORM INFRARED SPECTROSCOPY; GLUCOSE; HYDROLYSIS; LIGNIN; PHOTOACOUSTIC EFFECT; PHOTOACOUSTIC SPECTROSCOPY; POLYSACCHARIDES; STRAW; THROUGHPUT;

BIO-ETHANOL PRODUCTION; CHEMOMETRICS; FTIR; HIGH-THROUGHPUT ASSAYS; PRE-TREATMENT;

ENZYMATIC HYDROLYSIS;

ETHANOL; FTIR SPECTROSCOPY; HYDROLYSIS; LIGNIN; NUMERICAL MODEL; POLYSACCHARIDE; PREDICTION; REGRESSION ANALYSIS; SUGAR; WHEAT;

DENMARK; UNITED KINGDOM;

TRITICUM AESTIVUM;

EID: 84934963097     PISSN: 17546834     EISSN: None     Source Type: Journal    
DOI: 10.1186/s13068-015-0267-2     Document Type: Article

References (44)

1. Williams PRD, Inman D, Aden A, Heath GA. Environmental and sustainability factors associated with next-generation biofuels in the US: what do we really know? Environ Sci Technol. 2009;43(13):4763-75. doi: 10.1021/Es900250d.
2. Claassen PAM, van Lier JB, Contreras AML, van Niel EWJ, Sijtsma L, Stams AJM, et al. Utilisation of biomass for the supply of energy carriers. Appl Microbiol Biot. 1999;52(6):741-55.
3. Kim S, Dale BE. Global potential bioethanol production from wasted crops and crop residues. Biomass Bioenerg. 2004;26(4):361-75. doi: 10.1016/j.biombioe.2003.08.002.
4. Sanchez OJ, Cardona CA. Trends in biotechnological production of fuel ethanol from different feedstocks. Bioresource Technol. 2008;99(13):5270-95. doi: 10.1016/j.biortech.2007.11.013.
5. Sarkar N, Ghosh SK, Bannerjee S, Aikat K. Bioethanol production from agricultural wastes: an overview. Renew Energy. 2012;37(1):19-27. doi:http://dx.doi.org/ 10.1016/j.renene.2011.06.045.
6. Lindedam J, Andersen SB, DeMartini J, Bruun S, Jorgensen H, Felby C, et al. Cultivar variation and selection potential relevant to the production of cellulosic ethanol from wheat straw. Biomass Bioenerg. 2012;37:221-8. doi: 10.1016/j.biombioe.2011.12.009.
7. Decker SR, Brunecky R, Tucker MP, Himmel ME, Selig MJ. High-throughput screening techniques for biomass conversion. Bioenerg Res. 2009;2(4):179-92. doi: 10.1007/s12155-009-9051-0.
8. Studer MH, DeMartini JD, Brethauer S, McKenzie HL, Wyman CE. Engineering of a high-throughput screening system to identify cellulosic biomass, pretreatments, and enzyme formulations that enhance sugar release. Biotechnol Bioeng. 2010;105(2):231-8. doi: 10.1002/bit.22527.
9. Selig MJ, Tucker MP, Sykes RW, Reichel KL, Brunecky R, Himmel ME, et al. Original Research: Lignocellulose recalcitrance screening by integrated high-throughput hydrothermal pretreatment and enzymatic saccharification. Ind Biotechnol. 2010;6(2):104-11. doi: 10.1089/ind.2010.0009.
10. Hames BR. High-throughput NIR analysis of biomass pretreatment streams. Aqueous Pretreatment of Plant Biomass for Biological and Chemical Conversion to Fuels and Chemicals. John Wiley & Sons, Ltd; 2013. p. 355-68.
11. Hames BR, Thomas SR, Sluiter AD, Roth CJ, Templeton DW. Rapid biomass analysis: new tools for compositional analysis of corn stover feedstocks and process intermediates from ethanol production. Appl Biochem Biotechnol. 2003;105-108:5-16.
12. Lindedam J, Bruun S, DeMartini J, Jorgensen H, Felby C, Yang B, et al. Near infrared spectroscopy as a screening tool for sugar release and chemical composition of wheat straw. J Biobased Mater Bio. 2010;4(4):378-83. doi: 10.1166/jbmb.2010.1104.
13. Hou S, Li L. Rapid characterization of woody biomass digestibility and chemical composition using near-infrared spectroscopy. J Integr Plant Biol. 2011;53(2):166-75. doi: 10.1111/j.1744-7909.2010.01003.x.
14. Stenberg B, Viscarra Rossel RA, Mouazen AM, Wetterlind J. Chapter Five - Visible and near infrared spectroscopy in soil science. In: Donald LS, editor. Advances in Agronomy. Academic Press; 2010. p. 163-215.
15. Xu F, Yu J, Tesso T, Dowell F, Wang D. Qualitative and quantitative analysis of lignocellulosic biomass using infrared techniques: A mini-review. Appl Energy. 2013;104(0):801-9. doi:http://dx.doi.org/ 10.1016/j.apenergy.2012.12.019.
16. Sills DL, Gossett JM. Using FTIR to predict saccharification from enzymatic hydrolysis of alkali-pretreated biomasses. Biotechnol Bioeng. 2012;109(2):353-62. doi: 10.1002/bit.23314.
17. Coates J. Interpretation of infrared spectra: a practical approach interpretation of infrared spectra 2000 R.A. Meyers (eds)
18. Kristensen JB, Thygesen LG, Felby C, Jorgensen H, Elder T. Cell-wall structural changes in wheat straw pretreated for bioethanol production. Biotechnol Biofuels. 2008;1(1):5. doi: 10.1186/1754-6834-1-5.
19. Corgie SC, Smith HM, Walker LP. Enzymatic transformations of cellulose assessed by quantitative high-throughput Fourier transform infrared spectroscopy (QHT-FTIR). Biotechnol Bioeng. 2011;108(7):1509-20. doi: 10.1002/Bit.23098.
20. Tucker MP, Nguyen QA, Eddy FP, Kadam KL, Gedvilas LM, Webb JD. Fourier transform infrared quantitative analysis of sugars and lignin in pretreated softwood solid residues. Appl Biochem Biotechnol. 2001;91-3:51-61. doi: 10.1385/Abab:91-93:1-9:51.
21. Tamaki Y, Mazza G. Rapid determination of carbohydrates, ash, and extractives contents of straw using attenuated total reflectance Fourier transform mid-infrared spectroscopy. J Agr Food Chem. 2011;59(12):6346-52. doi: 10.1021/Jf200078h.
22. Gollapalli LE, Dale BE, Rivers DM. Predicting digestibility of ammonia fiber explosion (AFEX)-treated rice straw. Appl Biochem Biotechnol. 2002;98:23-35. doi: 10.1385/Abab:98-100:1-9:23.
23. Martin AP, Palmer WM, Byrt CS, Furbank RT, Grof CP. A holistic high-throughput screening framework for biofuel feedstock assessment that characterises variations in soluble sugars and cell wall composition in Sorghum bicolor. Biotechnol Biofuels. 2013;6(1):186. doi: 10.1186/1754-6834-6-186.
24. Schmidt K, Beckmann D. Biomass monitoring using the photoacoustic effect. Sens Actuators B. 1998;51(1-3):261-7. doi: http://dx.doi.org/10.1016/S0925-4005(98)00229-9.
25. McClelland J.F., Jones R.W., Bajic S.J. FT-IR Photoacoustic spectroscopy 2002 J.M. Chalmers R. Griffiths (eds)
26. Kizil R.,Irudayaraj J. Fourier transform infrared photoacoustic spectroscopy (FTIR-PAS) 2013 G. Roberts (eds)
27. Ciolacu D, Ciolacu F, Popa VI. Amorphous cellulose-structure and characterization. Cell Chem Technol. 2011;45(1-2):13-21.
28. Pandey KK, Pitman AJ. FTIR studies of the changes in wood chemistry following decay by brown-rot and white-rot fungi. Int Biodeter Biodegr. 2003;52(3):151-60. doi: 10.1016/S0964-8305(03)00052-0.
29. Castillo RD, Baeza J, Rubilar J, Rivera A, Freer J. Infrared spectroscopy as alternative to wet chemical analysis to characterize Eucalyptus globulus pulps and predict their ethanol yield for a simultaneous saccharification and fermentation process. Appl Biochem Biotechnol. 2012;168(7):2028-42. doi: 10.1007/s12010-012-9915-1.
30. Bruun S, Jensen JW, Magid J, Lindedam J, Engelsen SB. Prediction of the degradability and ash content of wheat straw from different cultivars using near infrared spectroscopy. Ind Crop Prod. 2010;31(2):321-6. doi: 10.1016/j.indcrop.2009.11.011.
31. -1. J Polym Sci. 1959;39(135):269-78. doi: 10.1002/pol.1959.1203913521.
32. Marchessault RH, Liang CY. Infrared spectra of crystalline polysaccharides. 8. Xylans. J Polym Sci. 1962;59(168):357-78. doi: 10.1002/pol.1962.1205916813.
33. Kaushik A, Singh M. Isolation and characterization of cellulose nanofibrils from wheat straw using steam explosion coupled with high shear homogenization. Carbohydr Res. 2011;346(1):76-85. doi: 10.1016/j.carres.2010.10.020.
34. Fengel D. Characterization of cellulose by deconvoluting the OH valency range in FTIR spectra. Holzforschung - International Journal of the Biology, Chemistry, Physics and Technology of Wood; 1992. p. 283.
35. Beguin P. Molecular biology of cellulose degradation. Annu Rev Microbiol. 1990;44:219-48. doi: 10.1146/annurev.mi.44.100190.001251.
36. Perez J, Munoz-Dorado J, de la Rubia T, Martinez J. Biodegradation and biological treatments of cellulose, hemicellulose and lignin: an overview. Int Microbiol. 2002;5(2):53-63. doi: 10.1007/s10123-002-0062-3.
37. Kubo S, Kadla JF. Hydrogen bonding in lignin: a Fourier transform infrared model compound study. Biomacromolecules. 2005;6(5):2815-21. doi: 10.1021/bm050288q.
38. Gwon JG, Lee SY, Doh GH, Kim JH. Characterization of chemically modified wood fibers using FTIR spectroscopy for biocomposites. J Appl Polym Sci. 2010;116(6):3212-9. doi: 10.1002/App.31746.
39. Yang B, Dai Z, Ding S-Y, Wyman CE. Enzymatic hydrolysis of cellulosic biomass. Biofuels. 2011;2(4):421-49. doi: 10.4155/bfs.11.116.
40. Murozuka E, Laursen KH, Lindedam J, Shield IF, Bruun S, Magid J, et al. Nitrogen fertilization affects silicon concentration, cell wall composition and biofuel potential of wheat straw. Biomass Bioenerg. 2014;64:291-8. doi: 10.1016/j.biombioe.2014.03.034.
41. Lindedam J, Bruun S, Jorgensen H, Decker SR, Turner GB, DeMartini JD, et al. Evaluation of high throughput screening methods in picking up differences between cultivars of lignocellulosic biomass for ethanol production. Biomass Bioenerg. 2014;66:261-7. doi: 10.1016/j.biombioe.2014.03.006.
42. Savitzky A, Golay MJE. Smoothing and differentiation of data by simplified least squares procedures. Anal Chem. 1964;36(8):1627-39. doi: 10.1021/Ac60214a047.
43. Martens H, Martens M. Modified jack-knife estimation of parameter uncertainty in bilinear modelling by partial least squares regression (PLSR). Food Qual Prefer. 2000;11(1-2):5-16. doi: 10.1016/S0950-3293(99)00039-7.
44. Chen H, Ferrari C, Angiuli M, Yao J, Raspi C, Bramanti E. Qualitative and quantitative analysis of wood samples by Fourier transform infrared spectroscopy and multivariate analysis. Carbohydrate Polymers. 2010;82:772-8.