Rapid lignin quantification for fungal wood pretreatment by ATR-FTIR spectroscopy

被引:13
|
作者
Wittner, Nikolett [1 ]
Slezsak, Janos [2 ]
Broos, Waut [1 ]
Geerts, Jordi [1 ]
Gergely, Szilveszter [2 ]
Vlaeminck, Siegfried E. [3 ]
Cornet, Iris [1 ]
机构
[1] Univ Antwerp, Res Grp Biochem Wastewater Valorizat & Engn, Groenenborgerlaan 171, B-2020 Antwerp, Belgium
[2] Budapest Univ Technol & Econ, Dept Appl Biotechnol & Food Sci, Szent Gellert Ter 4, H-1111 Budapest, Hungary
[3] Univ Antwerp, Res Grp Sustainable Energy Air & Water Technol, Groenenborgerlaan 171, B-2020 Antwerp, Belgium
关键词
Biobased economy; Lignin analysis; Manganese peroxidase; Phanerochaete chrysosporium; Solid-state fermentation; White-rot fungi; WHITE-ROT FUNGI; BIOLOGICAL PRETREATMENT; INFRARED-SPECTROSCOPY; POPLAR WOOD; CHEMISTRY;
D O I
10.1016/j.saa.2022.121912
中图分类号
O433 [光谱学];
学科分类号
0703 ; 070302 ;
摘要
Lignin determination in lignocellulose with the conventional two-step acid hydrolysis method is highly laborious and time-consuming. However, its quantification is crucial to monitor fungal pretreatment of wood, as the increase of acid-insoluble lignin (AIL) degradation linearly correlates with the achievable enzymatic saccharification yield. Therefore, in this study, a new attenuated total reflectance Fourier transform infrared (ATR-FTIR) spectroscopy method was developed to track fungal delignification in an easy and rapid manner. Partial least square regression (PLSR) with cross-validation (CV) was applied to correlate the ATR-FTIR spectra with the AIL content (19.9 %-27.1 %). After variable selection and normalization, a PLSR model with a high coefficient of determination (R-CV(2) = 0.87) and a low root mean square (RMSECV = 0.60 %) were obtained despite the heterogeneous nature of the fungal solid-state fermentation. These results show that ATR-FTIR can reliably predict the AIL content in fungus-treated wood while being a high-throughput method. This novel method can facilitate the transition to the wood-based economy.
引用
收藏
页数:8
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