A combined liquid chromatography - trapped ion mobility - tandem high-resolution mass spectrometry and multivariate analysis approach for the determination of enzymatic reactivity descriptors in biomass hydrolysates

被引:4
作者
Ramtanon, Ian [1 ]
Berlioz-Barbier, Alexandra [1 ]
Remy, Simon [2 ]
Renault, Jean-Hugues [2 ]
Le Masle, Agnes [1 ]
机构
[1] IFP Energies Nouvelles, Rond Point Echangeur Solaize, BP 3, F-69360 Solaize, France
[2] Univ Reims, CNRS, ICMR 7312, F-51097 Reims, France
关键词
Liquid chromatography; Trapped ion mobility spectrometry; High resolution mass spectrometry; Multivariate analysis; Enzymatic reactivity descriptors; METABOLOMICS; PRETREATMENT; CELLULASES; INHIBITION; LIGNIN; CELLS;
D O I
10.1016/j.chroma.2023.464277
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Intermediate products such as oxygenated compounds may interfere with bioconversion kinetics of lignocellulosic biomass into bioethanol. This work presents a multidimensional approach, based on liquid chromatography (LC), trapped ion mobility spectrometry (TIMS), tandem high-resolution mass spectrometry (HRMS/MS), and multivariate analysis, for the identification of enzymatic reactivity descriptors in 22 industrial biomass samples, called hydrolysates. The first part of the study is dedicated to the improvement of the chemical diversity assessment of the hydrolysates through an original three-dimensional Van Krevelen diagram displaying the double bond equivalent (DBE) as third dimension. In a second part, the evaluation of data by multivariate data analysis allowed the discrimination of sample according to the biomass type and the level of enzymatic reactivity. In the last part, a potential descriptor of low enzymatic reactivity was selected and used in a case study. An in-depth structural analysis was performed on the feature annotated as carbohydrate derivative. Considering the intricate fragmentation spectrum exhibited by the selected feature, trapped ion mobility was employed to enhance separation prior to the HRMS/MS experiments. This final step improved data interpretation and increased the identification confidence level leading to the characterization of xylotriose, 3,5-dimethoxy-4-hydroxybenzaldehyde and 4-hydroxy-3-methoxy-cinnamaldehyde. This is the first study to present an untargeted multidimensional approach for the identification of enzymatic hydrolysis inhibitors in industrial hydrolysate samples.
引用
收藏
页数:9
相关论文
共 46 条
[1]   The chemical nature of phenolic compounds determines their toxicity and induces distinct physiological responses in Saccharomyces cerevisiae in lignocellulose hydrolysates [J].
Adeboye, Peter Temitope ;
Bettiga, Maurizio ;
Olsson, Lisbeth .
AMB EXPRESS, 2014, 4 :1-10
[2]  
Advanced Preprocessing, 2019, ADV PREPR VAR SCAL E
[3]   Current understanding of the inhibition factors and their mechanism of action for the lignocellulosic biomass hydrolysis [J].
Agrawal, Ruchi ;
Verma, Amit ;
Singhania, Reeta Rani ;
Varjani, Sunita ;
Dong, Cheng Di ;
Patel, Anil Kumar .
BIORESOURCE TECHNOLOGY, 2021, 332
[4]  
[Anonymous], 2022, COLL CROSS SECT DAT
[5]  
[Anonymous], 2019, ADV PREPR VAR CTR EI
[6]  
[Anonymous], 2023, SMILES GEN CHECK
[7]   Effect of Varying Feedstock-Pretreatment Chemistry Combinations on the Formation and Accumulation of Potentially Inhibitory Degradation Products in Biomass Hydrolysates [J].
Du, Bowen ;
Sharma, Lekh N. ;
Becker, Christopher ;
Chen, Shou-Feng ;
Mowery, Richard A. ;
van Walsum, G. Peter ;
Chambliss, C. Kevin .
BIOTECHNOLOGY AND BIOENGINEERING, 2010, 107 (03) :430-440
[8]   Centrifugal partition chromatography as a fractionation tool for the analysis of lignocellulosic biomass products by liquid chromatography coupled to mass spectrometry [J].
Dubuis, Alexis ;
Le Masle, Agnes ;
Chahen, Ludovic ;
Destandau, Emilie ;
Charon, Nadege .
JOURNAL OF CHROMATOGRAPHY A, 2019, 1597 :159-166
[9]  
Fouquet Thierry, 2017, Mass Spectrom (Tokyo), V6, pA0055, DOI 10.5702/massspectrometry.A0055
[10]   The Kendrick analysis for polymer mass spectrometry [J].
Fouquet, Thierry N. J. .
JOURNAL OF MASS SPECTROMETRY, 2019, 54 (12) :933-947