Integrated NIRS and QTL assays reveal minor mannose and galactose as contrast lignocellulose factors for biomass enzymatic saccharification in rice
Abstract Background Identifying lignocellulose recalcitrant factors and exploring their genetic properties are essential for enhanced biomass enzymatic saccharification in bioenergy crops. Despite genetic modification of major wall polymers has been implemented for reduced recalcitrance in engineere...
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2021-06-01
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Online Access: | https://doi.org/10.1186/s13068-021-01987-x |
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DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Zhen Hu Youmei Wang Jingyuan Liu Yuqi Li Yanting Wang Jiangfeng Huang Yuanhang Ai Peng Chen Yuqing He Muhammad Nauman Aftab Lingqiang Wang Liangcai Peng |
spellingShingle |
Zhen Hu Youmei Wang Jingyuan Liu Yuqi Li Yanting Wang Jiangfeng Huang Yuanhang Ai Peng Chen Yuqing He Muhammad Nauman Aftab Lingqiang Wang Liangcai Peng Integrated NIRS and QTL assays reveal minor mannose and galactose as contrast lignocellulose factors for biomass enzymatic saccharification in rice Biotechnology for Biofuels Rice straw Monosaccharide Wall polymers Biomass saccharification NIRS modeling QTL mapping |
author_facet |
Zhen Hu Youmei Wang Jingyuan Liu Yuqi Li Yanting Wang Jiangfeng Huang Yuanhang Ai Peng Chen Yuqing He Muhammad Nauman Aftab Lingqiang Wang Liangcai Peng |
author_sort |
Zhen Hu |
title |
Integrated NIRS and QTL assays reveal minor mannose and galactose as contrast lignocellulose factors for biomass enzymatic saccharification in rice |
title_short |
Integrated NIRS and QTL assays reveal minor mannose and galactose as contrast lignocellulose factors for biomass enzymatic saccharification in rice |
title_full |
Integrated NIRS and QTL assays reveal minor mannose and galactose as contrast lignocellulose factors for biomass enzymatic saccharification in rice |
title_fullStr |
Integrated NIRS and QTL assays reveal minor mannose and galactose as contrast lignocellulose factors for biomass enzymatic saccharification in rice |
title_full_unstemmed |
Integrated NIRS and QTL assays reveal minor mannose and galactose as contrast lignocellulose factors for biomass enzymatic saccharification in rice |
title_sort |
integrated nirs and qtl assays reveal minor mannose and galactose as contrast lignocellulose factors for biomass enzymatic saccharification in rice |
publisher |
BMC |
series |
Biotechnology for Biofuels |
issn |
1754-6834 |
publishDate |
2021-06-01 |
description |
Abstract Background Identifying lignocellulose recalcitrant factors and exploring their genetic properties are essential for enhanced biomass enzymatic saccharification in bioenergy crops. Despite genetic modification of major wall polymers has been implemented for reduced recalcitrance in engineered crops, it could most cause a penalty of plant growth and biomass yield. Alternatively, it is increasingly considered to improve minor wall components, but an applicable approach is required for efficient assay of large population of biomass samples. Hence, this study collected total of 100 rice straw samples and characterized all minor wall monosaccharides and biomass enzymatic saccharification by integrating NIRS modeling and QTL profiling. Results By performing classic chemical analyses and establishing optimal NIRS equations, this study examined four minor wall monosaccharides and major wall polymers (acid-soluble lignin/ASL, acid-insoluble lignin/AIL, three lignin monomers, crystalline cellulose), which led to largely varied hexoses yields achieved from enzymatic hydrolyses after two alkali pretreatments were conducted with large population of rice straws. Correlation analyses indicated that mannose and galactose can play a contrast role for biomass enzymatic saccharification at P < 0.0 l level (n = 100). Meanwhile, we found that the QTLs controlling mannose, galactose, lignin-related traits, and biomass saccharification were co-located. By combining NIRS assay with QTLs maps, this study further interpreted that the mannose-rich hemicellulose may assist AIL disassociation for enhanced biomass enzymatic saccharification, whereas the galactose-rich polysaccharides should be effectively extracted with ASL from the alkali pretreatment for condensed AIL association with cellulose microfibrils. Conclusions By integrating NIRS assay with QTL profiling for large population of rice straw samples, this study has identified that the mannose content of wall polysaccharides could positively affect biomass enzymatic saccharification, while the galactose had a significantly negative impact. It has also sorted out that two minor monosaccharides could distinctively associate with lignin deposition for wall network construction. Hence, this study demonstrates an applicable approach for fast assessments of minor lignocellulose recalcitrant factors and biomass enzymatic saccharification in rice, providing a potential strategy for bioenergy crop breeding and biomass processing. |
topic |
Rice straw Monosaccharide Wall polymers Biomass saccharification NIRS modeling QTL mapping |
url |
https://doi.org/10.1186/s13068-021-01987-x |
work_keys_str_mv |
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doaj-70529d4f23c84f9a85f0431807d152a92021-06-27T11:46:24ZengBMCBiotechnology for Biofuels1754-68342021-06-0114111310.1186/s13068-021-01987-xIntegrated NIRS and QTL assays reveal minor mannose and galactose as contrast lignocellulose factors for biomass enzymatic saccharification in riceZhen Hu0Youmei Wang1Jingyuan Liu2Yuqi Li3Yanting Wang4Jiangfeng Huang5Yuanhang Ai6Peng Chen7Yuqing He8Muhammad Nauman Aftab9Lingqiang Wang10Liangcai Peng11Biomass and Bioenergy Research Centre, College of Plant Science and Technology, Huazhong Agricultural UniversityBiomass and Bioenergy Research Centre, College of Plant Science and Technology, Huazhong Agricultural UniversityBiomass and Bioenergy Research Centre, College of Plant Science and Technology, Huazhong Agricultural UniversityLaboratory of Biomass Engineering and, Nanomaterial Application in Automobiles, College of Food Science and Chemical Engineering, Hubei University of Arts and ScienceBiomass and Bioenergy Research Centre, College of Plant Science and Technology, Huazhong Agricultural UniversityBiomass and Bioenergy Research Centre, College of Plant Science and Technology, Huazhong Agricultural UniversityBiomass and Bioenergy Research Centre, College of Plant Science and Technology, Huazhong Agricultural UniversityBiomass and Bioenergy Research Centre, College of Plant Science and Technology, Huazhong Agricultural UniversityNational Key Laboratory of Crop Genetic Improvement and National Centre of Plant Gene Research (Wuhan), Huazhong Agricultural UniversityInstitute of Industrial Biotechnology, GC UniversityBiomass and Bioenergy Research Centre, College of Plant Science and Technology, Huazhong Agricultural UniversityBiomass and Bioenergy Research Centre, College of Plant Science and Technology, Huazhong Agricultural UniversityAbstract Background Identifying lignocellulose recalcitrant factors and exploring their genetic properties are essential for enhanced biomass enzymatic saccharification in bioenergy crops. Despite genetic modification of major wall polymers has been implemented for reduced recalcitrance in engineered crops, it could most cause a penalty of plant growth and biomass yield. Alternatively, it is increasingly considered to improve minor wall components, but an applicable approach is required for efficient assay of large population of biomass samples. Hence, this study collected total of 100 rice straw samples and characterized all minor wall monosaccharides and biomass enzymatic saccharification by integrating NIRS modeling and QTL profiling. Results By performing classic chemical analyses and establishing optimal NIRS equations, this study examined four minor wall monosaccharides and major wall polymers (acid-soluble lignin/ASL, acid-insoluble lignin/AIL, three lignin monomers, crystalline cellulose), which led to largely varied hexoses yields achieved from enzymatic hydrolyses after two alkali pretreatments were conducted with large population of rice straws. Correlation analyses indicated that mannose and galactose can play a contrast role for biomass enzymatic saccharification at P < 0.0 l level (n = 100). Meanwhile, we found that the QTLs controlling mannose, galactose, lignin-related traits, and biomass saccharification were co-located. By combining NIRS assay with QTLs maps, this study further interpreted that the mannose-rich hemicellulose may assist AIL disassociation for enhanced biomass enzymatic saccharification, whereas the galactose-rich polysaccharides should be effectively extracted with ASL from the alkali pretreatment for condensed AIL association with cellulose microfibrils. Conclusions By integrating NIRS assay with QTL profiling for large population of rice straw samples, this study has identified that the mannose content of wall polysaccharides could positively affect biomass enzymatic saccharification, while the galactose had a significantly negative impact. It has also sorted out that two minor monosaccharides could distinctively associate with lignin deposition for wall network construction. Hence, this study demonstrates an applicable approach for fast assessments of minor lignocellulose recalcitrant factors and biomass enzymatic saccharification in rice, providing a potential strategy for bioenergy crop breeding and biomass processing.https://doi.org/10.1186/s13068-021-01987-xRice strawMonosaccharideWall polymersBiomass saccharificationNIRS modelingQTL mapping |