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Lignin Valorization: Improving Lignin Processing in the Biorefinery

Ragauskas, Arthur J., Beckham, Gregg T., Biddy, Mary J., Chandra, Richard, Chen, Fang, Davis, Mark F., Davison, Brian H., Dixon, Richard A., Gilna, Paul, Keller, Martin, Langan, Paul, Naskar, Amit K., Saddler, Jack N., Tschaplinski, Timothy J., Tuskan, Gerald A., Wyman, Charles E.·2014·Science

Abstract

Background: Lignin, nature’s dominant aromatic polymer, is found in most terrestrial plants in the approximate range of 15 to 40% dry weight and provides structural integrity. Traditionally, most large-scale industrial processes that use plant polysaccharides have burned lignin to generate the power needed to productively transform biomass. The advent of biorefineries that convert cellulosic biomass into liquid transportation fuels will generate substantially more lignin than necessary to power the operation, and therefore efforts are underway to transform it to value-added products. Advances: Bioengineering to modify lignin structure and/or incorporate atypical components has shown promise toward facilitating recovery and chemical transformation of lignin under biorefinery conditions. The flexibility in lignin monomer composition has proven useful for enhancing extraction efficiency. Both the mining of genetic variants in native populations of bioenergy crops and direct genetic manipulation of biosynthesis pathways have produced lignin feedstocks with unique properties for coproduct development. Advances in analytical chemistry and computational modeling detail the structure of the modified lignin and direct bioengineering strategies for targeted properties. Refinement of biomass pretreatment technologies has further facilitated lignin recovery and enables catalytic modifications for desired chemical and physical properties. Outlook: Potential high-value products from isolated lignin include low-cost carbon fiber, engineering plastics and thermoplastic elastomers, polymeric foams and membranes, and a variety of fuels and chemicals all currently sourced from petroleum. These lignin coproducts must be low cost and perform as well as petroleum-derived counterparts. Each product stream has its own distinct challenges. Development of renewable lignin-based polymers requires improved processing technologies coupled to tailored bioenergy crops incorporating lignin with the desired chemical and physical properties. For fuels and chemicals, multiple strategies have emerged for lignin depolymerization and upgrading, including thermochemical treatments and homogeneous and heterogeneous catalysis. The multifunctional nature of lignin has historically yielded multiple product streams, which require extensive separation and purification procedures, but engineering plant feedstocks for greater structural homogeneity and tailored functionality reduces this challenge.

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Research works printed but not linked: 115

  1. 10.1016/j.enpol.2004.03.026 · DOI · Paper page
  2. U.S. Department of Energy Office of the Biomass Program 30 x 30 Workshop Washington DC (2014); www.30x30workshop.biomass.govtools.us.
  3. 10.1016/j.rser.2004.02.003 · DOI
  4. 10.1126/science.1137016 · DOI · Paper page
  5. 10.1002/btpr.1575 · DOI
  6. 10.1166/jbmb.2011.1170 · doi:10.1166/jbmb.2011.1170
  7. 10.1146/annurev.arplant.54.031902.134938 · DOI · Paper page
  8. 10.1021/ef700631w · DOI · Paper page
  9. 10.1126/science.1218930 · DOI · Paper page
  10. Langholtz M., et al.., Lignin-derived carbon fiber as a co-product of refining cellulosic biomass. SAE Int. J. Mater. Manf 7, 115–121 (2014). · DOI
  11. 10.1016/j.indcrop.2007.07.008 · DOI · Paper page
  12. 10.1073/pnas.0505749102 · DOI · Paper page
  13. 10.1007/s12155-009-9041-2 · DOI · Paper page
  14. 10.1016/S1369-5266(02)00257-1 · DOI · Paper page
  15. 10.1126/science.1241602 · DOI · Paper page
  16. 10.1038/nature13084 · DOI · Paper page
  17. 10.1105/tpc.112.102574 · DOI · Paper page
  18. 10.1186/1754-6834-6-46 · DOI · Paper page
  19. 10.1073/pnas.0831166100 · DOI · Paper page
  20. 10.1046/j.1365-313X.2002.01221.x · DOI
  21. 10.1111/j.1469-8137.2011.03922.x · DOI · Paper page
  22. 10.1105/tpc.112.101287 · DOI
  23. 10.1038/nbt1316 · DOI · Paper page
  24. 10.1073/pnas.1117873108 · doi:10.1073/pnas.1117873108
  25. 10.1105/tpc.110.074161 · DOI · Paper page
  26. 10.1016/j.copbio.2012.11.004 · DOI · Paper page
  27. 10.1038/nbt0707-746 · DOI · Paper page
  28. 10.3389/fpls.2013.00050 · DOI
  29. 10.1046/j.1365-313X.2002.01267.x · DOI · Paper page
  30. 10.1074/jbc.M110.137315 · DOI
  31. 10.1111/j.1365-313X.2010.04391.x · DOI
  32. 10.1111/tpj.12012 · DOI
  33. 10.1073/pnas.1120992109 · DOI · Paper page
  34. 10.1111/j.1467-7652.2012.00692.x · DOI · Paper page
  35. 10.1105/tpc.113.113142 · DOI · Paper page
  36. 10.1104/pp.119.1.153 · DOI · Paper page
  37. 10.1104/pp.109.136408 · DOI
  38. 10.1073/pnas.1312234110 · DOI
  39. 10.1111/j.1469-8137.2012.04337.x · DOI · Paper page
  40. 10.1126/science.1250161 · DOI · Paper page
  41. 10.1186/1754-6834-3-27 · DOI
  42. 10.1007/s00425-007-0558-3 · DOI · Paper page
  43. 10.1073/pnas.1009252108 · DOI · Paper page
  44. 10.1111/nph.12014 · DOI
  45. 10.1111/j.1469-8137.2005.01496.x · DOI
  46. 10.1073/pnas.1016436107 · DOI · Paper page
  47. 10.1007/978-1-60761-214-8_12 · doi:10.1007/978-1-60761-214-8_12
  48. Y. Zeng M. E. Himmel S. Y. Ding Biomass Conversion Methods and Protocols vol. 908 of Methods in Molecular Biology (Springer New York 2012) pp. 49–60. · DOI
  49. 10.1002/anie.201205243 · DOI
  50. 10.1021/ac200903y · doi:10.1021/ac200903y
  51. 10.1111/tpj.12299 · DOI
  52. 10.1007/s00425-012-1784-x · doi:10.1007/s00425-012-1784-x
  53. 10.1089/ind.2012.0017 · DOI
  54. 10.1186/1754-6834-5-38 · DOI
  55. 10.1111/tpj.12124 · DOI
  56. 10.1186/1754-6834-6-45 · doi:10.1186/1754-6834-6-45
  57. 10.1021/jf0340411 · DOI
  58. 10.1039/c004817h · DOI
  59. 10.1104/pp.110.156489 · DOI
  60. 10.1021/bm2014763 · DOI
  61. 10.1007/s00425-011-1359-2 · DOI · Paper page
  62. 10.1021/bm100455h · DOI · Paper page
  63. 10.1021/ja206839u · DOI
  64. 10.1021/mz300045e · DOI
  65. Poursorkhabi V., Misra M., Mohanty A. K., Extraction of lignin from a co-product of the cellulosic ethanol industry and its thermal characterization. BioResources 8, 5083–5101 (2013). · doi:10.15376/biores.8.4.5083-5101
  66. 10.1016/j.indcrop.2013.08.002 · DOI
  67. P. Sannigrahi A. J. Ragauskas “Fundamentals of biomass pretreatment by fractionation ” in Aqueous Pretreatment of Plant Biomass for Biological and Chemical Conversion to Fuels and Chemicals C. E. Wyman Ed. (Wiley Oxford 2013) pp. 201–222. · DOI
  68. 10.1007/s12155-012-9208-0 · DOI · Paper page
  69. 10.1186/1754-6834-6-110 · DOI · Paper page
  70. 10.1186/1754-6834-5-49 · DOI
  71. 10.1007/s00253-009-1883-1 · DOI · Paper page
  72. 10.1016/j.cej.2008.07.036 · DOI
  73. 10.1016/j.jbiotec.2006.02.021 · DOI · Paper page
  74. 10.1016/j.biortech.2011.07.081 · DOI
  75. 10.1021/jf3051939 · DOI
  76. 10.1016/j.biortech.2013.01.081 · DOI
  77. 10.1021/bp025654l · DOI · Paper page
  78. Assessment of Fuel Economy Technologies for Light-Duty Vehicles (National Research Council National Academies Press Washington DC 2011).
  79. 10.1002/app.39273 · DOI · Paper page
  80. 10.1002/app.38588 · DOI · Paper page
  81. 10.1016/j.biombioe.2013.04.023 · DOI
  82. 10.1021/am401661f · DOI
  83. 10.1016/j.carbon.2004.09.027 · DOI · Paper page
  84. 10.1103/PhysRevB.77.144209 · doi:10.1103/physrevb.77.144209
  85. 10.1063/1.883020 · DOI
  86. 10.1016/j.carbon.2012.09.006 · DOI
  87. 10.1007/s12155-009-9056-8 · DOI
  88. 10.1680/gmat.12.00009 · DOI · Paper page
  89. J. Lora “Industrial commercial lignins: sources properties and applications ” in Monomers Polymers and Composites from Renewable Resources M. N. Belgacem A. Gandini Eds. (Elsevier Oxford 2008) pp. 225–241. · DOI · Paper page
  90. 10.1016/j.jpowsour.2008.10.090 · doi:10.1016/j.jpowsour.2008.10.090
  91. DeAngelis F., Reale S., Review – The lignin concept. Chim'Ind-Mila 88, 58–65 (2006).
  92. 10.1080/02773813.2011.652795 · DOI
  93. 10.1016/0032-3861(88)90010-9 · doi:10.1016/0032-3861(88)90010-9
  94. 10.1016/j.polymer.2013.12.070 · doi:10.1016/j.polymer.2013.12.070
  95. 10.1002/ceat.201000270 · DOI · Paper page
  96. 10.1021/cs400069z · DOI · Paper page
  97. 10.1039/c2cs35188a · DOI · Paper page
  98. 10.4155/bfs.12.5 · DOI
  99. Martínez Á. T., Speranza M., Ruiz-Dueñas F. J., Ferreira P., Camarero S., Guillén F., Martínez M. J., Gutiérrez A., del Río J. C., Biodegradation of lignocellulosics: Microbial, chemical, and enzymatic aspects of the fungal attack of lignin. Int. Microbiol. 8, 195–204 (2005). 1620049816200498
  100. 10.1016/j.copbio.2010.10.009 · DOI · Paper page
  101. 10.1016/j.biortech.2011.05.027 · DOI · Paper page
  102. 10.1002/cssc.201100133 · DOI · Paper page
  103. 10.1007/s12155-013-9314-7 · DOI · Paper page
  104. 10.1016/j.jaap.2010.02.009 · DOI · Paper page
  105. 10.1039/c3gc41951g · DOI · Paper page
  106. R. Davis et al . “Process design and economics for the conversion of lignocellulosic biomass to hydrocarbons: Dilute-acid and enzymatic Deconstruction of biomass to sugars and biological conversion of Sugars to Hydrocarbons ” NREL Report No. TP-5100-60223 Golden CO (2013). · DOI · Paper page
  107. 10.1016/j.cherd.2010.01.021 · DOI · Paper page
  108. 10.1021/jf060722v · DOI · Paper page
  109. 10.1016/j.polymdegradstab.2009.07.007 · DOI · Paper page
  110. 10.1016/j.indcrop.2012.11.025 · DOI
  111. 10.1002/bbb.206 · DOI · Paper page
  112. 10.1590/S0100-40422011000200020 · doi:10.1590/s0100-40422011000200020
  113. 10.1021/ie302242h · DOI
  114. C. E. Wyman et al . “Comparative Performance of Leading Pretreatment Technologies for Biological Conversion of Corn Stover Poplar Wood and Switchgrass to Sugars ” in Aqueous Pretreatment of Plant Biomass for Biological and Chemical Conversion to Fuels and Chemicals C. E. Wyman Ed. (Wiley Oxford 2013) pp. 239–260. · DOI
  115. 10.1515/HF.2011.133 · DOI

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Metadata

Authors
Ragauskas, A. J., Beckham, G. T., Biddy, M. J., Chandra, R., Chen, F., Davis, M. F., Davison, B. H., Dixon, R. A., Gilna, P., Keller, M., Langan, P., Naskar, A. K., Saddler, J. N., Tschaplinski, T. J., Tuskan, G. A., & Wyman, C. E.
Venue
Science
Published
2014-05-16
Volume
344
Issue
6185
Pages
1246843-1246843
ISSN
  • 0036-8075 (ISSN-L)
  • 1095-9203
OpenAlex
W1982267818
Cited by
4,125
References
6
FWCI
126.30
Type
journal article
Language
en
Open access
closed

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CoChat. (2026). Citation check: Lignin Valorization: Improving Lignin Processing in the Biorefinery. https://app.cochat.ai/papers/10.1126/science.1246843
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Ragauskas, A. J., Beckham, G. T., Biddy, M. J., Chandra, R., Chen, F., Davis, M. F., Davison, B. H., Dixon, R. A., Gilna, P., Keller, M., Langan, P., Naskar, A. K., Saddler, J. N., Tschaplinski, T. J., Tuskan, G. A., & Wyman, C. E. (2014). Lignin Valorization: Improving Lignin Processing in the Biorefinery. Science. https://doi.org/10.1126/science.1246843

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