High-Throughput Prediction of Eucalypt Lignin Syringyl/Guaiacyl Content using Multivariate Analysis: A Comparison Between Mid-Infrared, Near-Infrared, and Raman Spectroscopies for Model Development

Lupoi, J. S.; Singh, S.; Davis, M.; Lee, D. J.; Shepherd, M.; Simmons, B. A.; Henry, R. J.

doi:10.1186/1754-6834-7-93

Title: High-Throughput Prediction of Eucalypt Lignin Syringyl/Guaiacyl Content using Multivariate Analysis: A Comparison Between Mid-Infrared, Near-Infrared, and Raman Spectroscopies for Model Development

Journal Article · Tue Jun 17 00:00:00 EDT 2014 · Biotechnology for Biofuels

DOI:https://doi.org/10.1186/1754-6834-7-93· OSTI ID:1149208

Lupoi, J. S.; Singh, S.; Davis, M.; Lee, D. J.; Shepherd, M.; Simmons, B. A.; Henry, R. J.

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Research Organization:: National Renewable Energy Laboratory (NREL), Golden, CO (United States)

Sponsoring Organization:: USDOE Office of Science, Office of Biological and Environmental Research

DOE Contract Number:: AC36-08GO28308

OSTI ID:: 1149208

Journal Information:: Biotechnology for Biofuels, Vol. 7, Issue 6, June 2014

Country of Publication:: United States

Language:: English

References (38)

Evaluation of plant biomass resources available for replacement of fossil oil Henry, Robert J. Plant Biotechnology Journal, Vol. 8, Issue 3 https://doi.org/10.1111/j.1467-7652.2009.00482.x	journal	April 2010
Bioenergy from plants and the sustainable yield challenge Karp, Angela; Shield, Ian New Phytologist, Vol. 179, Issue 1 https://doi.org/10.1111/j.1469-8137.2008.02432.x	journal	July 2008
An overview of second generation biofuel technologies Sims, Ralph E. H.; Mabee, Warren; Saddler, Jack N. Bioresource Technology, Vol. 101, Issue 6, p. 1570-1580 https://doi.org/10.1016/j.biortech.2009.11.046	journal	March 2010
Lignin content in natural Populus variants affects sugar release Studer, M. H.; DeMartini, J. D.; Davis, M. F. Proceedings of the National Academy of Sciences, Vol. 108, Issue 15, p. 6300-6305 https://doi.org/10.1073/pnas.1009252108	journal	March 2011
Lignin monomer composition affects Arabidopsis cell-wall degradability after liquid hot water pretreatment Li, Xu; Ximenes, Eduardo; Kim, Youngmi Biotechnology for Biofuels, Vol. 3, Issue 1 https://doi.org/10.1186/1754-6834-3-27	journal	January 2010
Characterization of Woody and Herbaceous Biomasses Lignin Composition with 1064 nm Dispersive Multichannel Raman Spectroscopy Lupoi, Jason S.; Smith, Emily A. Applied Spectroscopy, Vol. 66, Issue 8 https://doi.org/10.1366/12-06621	journal	August 2012
Rapid analysis of poplar lignin monomer composition by a streamlined thioacidolysis procedure and near-infrared reflectance-based prediction modeling Robinson, Andrew R.; Mansfield, Shawn D. The Plant Journal, Vol. 58, Issue 4 https://doi.org/10.1111/j.1365-313X.2009.03808.x	journal	May 2009
Ultra Violet Resonance Raman Spectroscopy in Lignin Analysis: Determination of Characteristic Vibrations of p -Hydroxyphenyl, Guaiacyl, and Syringyl Lignin Structures Saariaho, Anna-Maija; Jääskeläinen, Anna-Stiina; Nuopponen, Mari Applied Spectroscopy, Vol. 57, Issue 1 https://doi.org/10.1366/000370203321165214	journal	January 2003
Genetic Variation in the Chemical Components of Eucalyptus globulus Wood Stackpole, Desmond J.; Vaillancourt, René E.; Alves, Ana G3: Genes\|Genomes\|Genetics, Vol. 1, Issue 2 https://doi.org/10.1534/g3.111.000372	journal	July 2011
Rapid determination of syringyl: Guaiacyl ratios using FT-Raman spectroscopy Sun, Lan; Varanasi, Patanjali; Yang, Fan Biotechnology and Bioengineering, Vol. 109, Issue 3 https://doi.org/10.1002/bit.24348	journal	November 2011
1064nm dispersive multichannel Raman spectroscopy for the analysis of plant lignin Meyer, Matthew W.; Lupoi, Jason S.; Smith, Emily A. Analytica Chimica Acta, Vol. 706, Issue 1 https://doi.org/10.1016/j.aca.2011.08.031	journal	November 2011
Cellulosic Biofuels Carroll, Andrew; Somerville, Chris Annual Review of Plant Biology, Vol. 60, Issue 1 https://doi.org/10.1146/annurev.arplant.043008.092125	journal	June 2009
Hydrogen Bonding in Lignin: A Fourier Transform Infrared Model Compound Study Kubo, Satoshi; Kadla, John F. Biomacromolecules, Vol. 6, Issue 5 https://doi.org/10.1021/bm050288q	journal	September 2005
High-Throughput Screening of Plant Cell-Wall Composition Using Pyrolysis Molecular Beam Mass Spectroscopy Sykes, Robert; Yung, Matthew; Novaes, Evandro Biofuels https://doi.org/10.1007/978-1-60761-214-8_12	book	January 2009
Estimation of Aromatic Structure Contents in Hardwood Lignins from IR Absorption Spectra Derkacheva, O. Yu. Journal of Applied Spectroscopy, Vol. 80, Issue 5 https://doi.org/10.1007/s10812-013-9825-1	journal	November 2013
Assessment of Lignocellulosic Biomass Using Analytical Spectroscopy: an Evolution to High-Throughput Techniques Lupoi, Jason S.; Singh, Seema; Simmons, Blake A. BioEnergy Research, Vol. 7, Issue 1 https://doi.org/10.1007/s12155-013-9352-1	journal	July 2013
Determining the influence of eucalypt lignin composition in paper pulp yield using Py-GC/MS del Río, José C.; Gutiérrez, Ana; Hernando, Marina Journal of Analytical and Applied Pyrolysis, Vol. 74, Issue 1-2 https://doi.org/10.1016/j.jaap.2004.10.010	journal	August 2005
Composition of non-woody plant lignins and cinnamic acids by Py-GC/MS, Py/TMAH and FT-IR del Río, José C.; Gutiérrez, Ana; Rodríguez, Isabel M. Journal of Analytical and Applied Pyrolysis, Vol. 79, Issue 1-2 https://doi.org/10.1016/j.jaap.2006.09.003	journal	May 2007
Development of the partial least squares models for the interpretation of the UV resonance Raman spectra of lignin model compounds Saariaho, Anna-Maija; Argyropoulos, Dimitris S.; Jääskeläinen, Anna-Stiina Vibrational Spectroscopy, Vol. 37, Issue 1 https://doi.org/10.1016/j.vibspec.2004.08.001	journal	January 2005
Identifying Softwoods and Hardwoods by Infrared Spectroscopy Barker, Brady; Owen, Noel L. Journal of Chemical Education, Vol. 76, Issue 12 https://doi.org/10.1021/ed076p1706	journal	December 1999
Achievements in forest tree genetic improvement in Australia and New Zealand 2: Development of Corymbia species and hybrids for plantations in eastern Australia Lee, David J. Australian Forestry, Vol. 70, Issue 1 https://doi.org/10.1080/00049158.2007.10676256	journal	January 2007
Characterization by Infrared Spectrometry of Lignins of Three Eucalyptus Species Bermello, A.; Valle, M. Del; Orea, U. International Journal of Polymeric Materials, Vol. 51, Issue 6 https://doi.org/10.1080/00914030209696301	journal	January 2002
FT–Raman Investigation of Milled-Wood Lignins: Softwood, Hardwood, and Chemically Modified Black Spruce Lignins Agarwal, Umesh P.; McSweeny, James D.; Ralph, Sally A. Journal of Wood Chemistry and Technology, Vol. 31, Issue 4 https://doi.org/10.1080/02773813.2011.562338	journal	October 2011
Analysis of Lignin Aromatic Structure in Wood Based on the IR Spectrum Huang, Yu; Wang, Linshan; Chao, Yuesheng Journal of Wood Chemistry and Technology, Vol. 32, Issue 4 https://doi.org/10.1080/02773813.2012.666316	journal	October 2012
Non-Destructive Determination of Lignin Syringyl/Guaiacyl Monomeric Composition in Native Wood by Fourier Transform Raman Spectroscopy Ona, T.; Sonoda, T.; Ito, K. Journal of Wood Chemistry and Technology, Vol. 18, Issue 1 https://doi.org/10.1080/02773819809350124	journal	February 1998
Interpretive Spectroscopy for Near Infrared Workman, Jerome J. Applied Spectroscopy Reviews, Vol. 31, Issue 3 https://doi.org/10.1080/05704929608000571	journal	August 1996
Determination of the Syringyl/Guaiacyl Ratio of Eucalyptus Globulus Wood Lignin by near Infrared-Based Partial Least Squares Regression Models Using Analytical Pyrolysis as the Reference Method Alves, Ana; Simões, Rita; Stackpole, Desmond J. Journal of Near Infrared Spectroscopy, Vol. 19, Issue 5 https://doi.org/10.1255/jnirs.946	journal	January 2011
A Review of Band Assignments in near Infrared Spectra of Wood and Wood Components Schwanninger, Manfred; Rodrigues, José Carlos; Fackler, Karin Journal of Near Infrared Spectroscopy, Vol. 19, Issue 5 https://doi.org/10.1255/jnirs.955	journal	January 2011
Determination of Eucalyptus Globulus Wood Extractives Content by near Infrared-Based Partial Least Squares Regression Models: Comparison between Extraction Procedures Alves, Ana M. M.; Simões, Rita F. S.; Santos, Claudia A. Journal of Near Infrared Spectroscopy, Vol. 20, Issue 2 https://doi.org/10.1255/jnirs.987	journal	January 2012
Classification of Lignins from Different Botanical Origins by FT-IR Spectroscopy Faix, O. Holzforschung, Vol. 45, Issue s1 https://doi.org/10.1515/hfsg.1991.45.s1.21	journal	January 1991
The Difference of Reactivity between Syringyl Lignin and Guaiacyl Lignin in Alkaline Systems Tsutsumi, Yuji; Kondo, Ryuichiro; Sakai, Kokki Holzforschung, Vol. 49, Issue 5 https://doi.org/10.1515/hfsg.1995.49.5.423	journal	January 1995
Eucalypts as a biofuel feedstock Shepherd, Mervyn; Bartle, John; Lee, David J. Biofuels, Vol. 2, Issue 6 https://doi.org/10.4155/bfs.11.136	journal	November 2011
Lignin content in natural Populus variants affects sugar release Studer, Michael Hans-Peter; DeMartini, J. D.; Davis, M. F. National Academy of Sciences https://doi.org/10.24451/arbor.10127	text	January 2011
Raman Spectroscopy for Chemical Analysis McCreery, Richard L. John Wiley & Sons, Inc. https://doi.org/10.1002/0471721646	book	January 2000
Fourier Transform Infrared Spectroscopy Faix, O. Methods in Lignin Chemistry https://doi.org/10.1007/978-3-642-74065-7_16	book	January 1992
Evaluation of portable Raman spectrometer with 1064nm excitation for geological and forensic applications Vítek, Petr; Ali, Esam M. A.; Edwards, Howell G. M. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, Vol. 86 https://doi.org/10.1016/j.saa.2011.10.043	journal	February 2012
Raman Spectra of Celluloses Wiley, James H.; Atalla, Rajai H. ACS Symposium Series https://doi.org/10.1021/bk-1987-0340.ch008	book	June 1987
Theoretical and Raman Spectroscopic Studies of Phenolic Lignin Model Monomers Larsen, Kiki L.; Barsberg, Søren The Journal of Physical Chemistry B, Vol. 114, Issue 23 https://doi.org/10.1021/jp1028239	journal	June 2010

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Infrared and Raman spectra of lignin substructures: Coniferyl alcohol, abietin, and coniferyl aldehyde Bock, Peter; Gierlinger, Notburga Journal of Raman Spectroscopy https://doi.org/10.1002/jrs.5588	journal	April 2019
Near-infrared-based models for lignin syringyl/guaiacyl ratio of Eucalyptus benthamii and E. pellita using a streamlined thioacidolysis procedure as the reference method Diniz, Carolina Pinto; Grattapaglia, Dario; Mansfield, Shawn D. Wood Science and Technology, Vol. 53, Issue 3 https://doi.org/10.1007/s00226-019-01090-3	journal	April 2019
High-Throughput Prediction of Acacia and Eucalypt Lignin Syringyl/Guaiacyl Content Using FT-Raman Spectroscopy and Partial Least Squares Modeling Lupoi, Jason S.; Healey, Adam; Singh, Seema BioEnergy Research, Vol. 8, Issue 3 https://doi.org/10.1007/s12155-015-9578-1	journal	January 2015
Advanced spectroscopy-based phenotyping offers a potential solution to the ash dieback epidemic Villari, Caterina; Dowkiw, Arnaud; Enderle, Rasmus Scientific Reports, Vol. 8, Issue 1 https://doi.org/10.1038/s41598-018-35770-0	journal	November 2018
Evaluation of the two-step treatment with ionic liquids and alkali for enhancing enzymatic hydrolysis of Eucalyptus: chemical and anatomical changes Li, Han-Yin; Chen, Xue; Wang, Chen-Zhou Biotechnology for Biofuels, Vol. 9, Issue 1 https://doi.org/10.1186/s13068-016-0578-y	journal	August 2016
A precise and consistent assay for major wall polymer features that distinctively determine biomass saccharification in transgenic rice by near-infrared spectroscopy Huang, Jiangfeng; Li, Ying; Wang, Yanting Biotechnology for Biofuels, Vol. 10, Issue 1 https://doi.org/10.1186/s13068-017-0983-x	journal	December 2017
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Prediction of Cell Wall Properties and Response to Deconstruction Using Alkaline Pretreatment in Diverse Maize Genotypes Using Py-MBMS and NIR Li, Muyang; Williams, Daniel L.; Heckwolf, Marlies BioEnergy Research, Vol. 10, Issue 2 https://doi.org/10.1007/s12155-016-9798-z	journal	October 2016
Recent innovations in analytical methods for the qualitative and quantitative assessment of lignin Lupoi, Jason S.; Singh, Seema; Parthasarathi, Ramakrishnan Renewable and Sustainable Energy Reviews, Vol. 49 https://doi.org/10.1016/j.rser.2015.04.091	journal	September 2015
Evaluating Lignocellulosic Biomass, Its Derivatives, and Downstream Products with Raman Spectroscopy Lupoi, Jason S.; Gjersing, Erica; Davis, Mark F. Frontiers in Bioengineering and Biotechnology, Vol. 3 https://doi.org/10.3389/fbioe.2015.00050	journal	April 2015
Application of Infrared and Raman Spectroscopy for the Identification of Disease Resistant Trees Conrad, Anna O.; Bonello, Pierluigi Frontiers in Plant Science, Vol. 6 https://doi.org/10.3389/fpls.2015.01152	journal	January 2016
Evaluation of Relationships between Growth Rate, Tree Size, Lignocellulose Composition, and Enzymatic Saccharification in Interspecific Corymbia Hybrids and Parental Taxa Healey, Adam L.; Lee, David J.; Lupoi, Jason S. Frontiers in Plant Science, Vol. 7 https://doi.org/10.3389/fpls.2016.01705	journal	November 2016
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Title: High-Throughput Prediction of Eucalypt Lignin Syringyl/Guaiacyl Content using Multivariate Analysis: A Comparison Between Mid-Infrared, Near-Infrared, and Raman Spectroscopies for Model Development

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