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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.
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页数:8
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