78 results on '"David B. Hodge"'
Search Results
2. Near-Infrared Spectroscopy can Predict Anatomical Abundance in Corn Stover
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Dylan S. Cousins, William G. Otto, Asif Hasan Rony, Kristian P. Pedersen, John E. Aston, and David B. Hodge
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near-infrared spectrocopy ,corn stover ,bioenergy ,biomass pre-processing ,biomass characterization ,General Works - Abstract
Feedstock heterogeneity is a key challenge impacting the deconstruction and conversion of herbaceous lignocellulosic biomass to biobased fuels, chemicals, and materials. Upstream processing to homogenize biomass feedstock streams into their anatomical components via air classification allows for a more tailored approach to subsequent mechanical and chemical processing. Here, we show that differing corn stover anatomical tissues respond differently to pretreatment and enzymatic hydrolysis and therefore, a one-size-fits-all approach to chemical processing biomass is inappropriate. To inform on-line downstream processing, a robust and high-throughput analytical technique is needed to quantitatively characterize the separated biomass. Predictive correlation of near-infrared spectra to biomass chemical composition is such a technique. Here, we demonstrate the capability of models developed using an “off-the-shelf,” industrially relevant spectrometer with limited spectral range to make strong predictions of both cell wall chemical composition and the relative abundance of anatomical components of the corn stover, the latter for the first time ever. Gaussian process regression (GPR) yields stronger correlations (average R2v = 88% for chemical composition and 95% for anatomical relative abundance) than the more commonly used partial least squares (PLS) regression (average R2v = 84% for chemical composition and 92% for anatomical relative abundance). In nearly all cases, both GPR and PLS outperform models generated using neural networks. These results highlight the potential for coupling NIRS with predictive models based on GPR due to the potential to yield more robust correlations.
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- 2022
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3. Xylan Is Critical for Proper Bundling and Alignment of Cellulose Microfibrils in Plant Secondary Cell Walls
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Jacob D. Crowe, Pengchao Hao, Sivakumar Pattathil, Henry Pan, Shi-You Ding, David B. Hodge, and Jacob Krüger Jensen
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xylan (hemicellulose) ,glucuronoxylan ,atomic force micorscopy (AFM) ,secondary cell wall (SCW) ,cell wall mechanical properties ,irregular xylan mutants (irx) ,Plant culture ,SB1-1110 - Abstract
Plant biomass represents an abundant and increasingly important natural resource and it mainly consists of a number of cell types that have undergone extensive secondary cell wall (SCW) formation. These cell types are abundant in the stems of Arabidopsis, a well-studied model system for hardwood, the wood of eudicot plants. The main constituents of hardwood include cellulose, lignin, and xylan, the latter in the form of glucuronoxylan (GX). The binding of GX to cellulose in the eudicot SCW represents one of the best-understood molecular interactions within plant cell walls. The evenly spaced acetylation and 4-O-methyl glucuronic acid (MeGlcA) substitutions of the xylan polymer backbone facilitates binding in a linear two-fold screw conformation to the hydrophilic side of cellulose and signifies a high level of molecular specificity. However, the wider implications of GX–cellulose interactions for cellulose network formation and SCW architecture have remained less explored. In this study, we seek to expand our knowledge on this by characterizing the cellulose microfibril organization in three well-characterized GX mutants. The selected mutants display a range of GX deficiency from mild to severe, with findings indicating even the weakest mutant having significant perturbations of the cellulose network, as visualized by both scanning electron microscopy (SEM) and atomic force microscopy (AFM). We show by image analysis that microfibril width is increased by as much as three times in the severe mutants compared to the wild type and that the degree of directional dispersion of the fibrils is approximately doubled in all the three mutants. Further, we find that these changes correlate with both altered nanomechanical properties of the SCW, as observed by AFM, and with increases in enzymatic hydrolysis. Results from this study indicate the critical role that normal GX composition has on cellulose bundle formation and cellulose organization as a whole within the SCWs.
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- 2021
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4. Performance of three delignifying pretreatments on hardwoods: hydrolysis yields, comprehensive mass balances, and lignin properties
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Aditya Bhalla, Charles M. Cai, Feng Xu, Sandip K. Singh, Namita Bansal, Thanaphong Phongpreecha, Tanmoy Dutta, Cliff E. Foster, Rajeev Kumar, Blake A. Simmons, Seema Singh, Charles E. Wyman, Eric L. Hegg, and David B. Hodge
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Pretreatment ,Cellulosic biofuels ,Lignin ,Aromatic monomers ,Fuel ,TP315-360 ,Biotechnology ,TP248.13-248.65 - Abstract
Abstract Background In this work, three pretreatments under investigation at the DOE Bioenergy Research Centers (BRCs) were subjected to a side-by-side comparison to assess their performance on model bioenergy hardwoods (a eucalyptus and a hybrid poplar). These include co-solvent-enhanced lignocellulosic fractionation (CELF), pretreatment with an ionic liquid using potentially biomass-derived components (cholinium lysinate or [Ch][Lys]), and two-stage Cu-catalyzed alkaline hydrogen peroxide pretreatment (Cu-AHP). For each of the feedstocks, the pretreatments were assessed for their impact on lignin and xylan solubilization and enzymatic hydrolysis yields as a function of enzyme loading. Lignins recovered from the pretreatments were characterized for polysaccharide content, molar mass distributions, β-aryl ether content, and response to depolymerization by thioacidolysis. Results All three pretreatments resulted in significant solubilization of lignin and xylan, with the CELF pretreatment solubilizing the majority of both biopolymer categories. Enzymatic hydrolysis yields were shown to exhibit a strong, positive correlation with the lignin solubilized for the low enzyme loadings. The pretreatment-derived solubles in the [Ch][Lys]-pretreated biomass were presumed to contribute to inhibition of enzymatic hydrolysis in the eucalyptus as a substantial fraction of the pretreatment liquor was carried forward into hydrolysis for this pretreatment. The pretreatment-solubilized lignins exhibited significant differences in polysaccharide content, molar mass distributions, aromatic monomer yield by thioacidolysis, and β-aryl ether content. Key trends include a substantially higher polysaccharide content in the lignins recovered from the [Ch][Lys] pretreatment and high β-aryl ether contents and aromatic monomer yields from the Cu-AHP pretreatment. For all lignins, the 13C NMR-determined β-aryl ether content was shown to be correlated with the monomer yield with a second-order functionality. Conclusions Overall, it was demonstrated that the three pretreatments highlighted in this study demonstrated uniquely different functionalities in reducing biomass recalcitrance and achieving higher enzymatic hydrolysis yields for the hybrid poplar while yielding a lignin-rich stream that may be suitable for valorization. Furthermore, modification of lignin during pretreatment, particularly cleavage of β-aryl ether bonds, is shown to be detrimental to subsequent depolymerization.
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- 2019
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5. Integrated experimental and technoeconomic evaluation of two-stage Cu-catalyzed alkaline–oxidative pretreatment of hybrid poplar
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Aditya Bhalla, Peyman Fasahati, Chrislyn A. Particka, Aline E. Assad, Ryan J. Stoklosa, Namita Bansal, Rachel Semaan, Christopher M. Saffron, David B. Hodge, and Eric L. Hegg
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Alkaline hydrogen peroxide (AHP) ,Biofuels ,Copper ,Hybrid poplar ,Lignin ,Lignocellulosic biomass ,Fuel ,TP315-360 ,Biotechnology ,TP248.13-248.65 - Abstract
Abstract Background When applied to recalcitrant lignocellulosic feedstocks, multi-stage pretreatments can provide more processing flexibility to optimize or balance process outcomes such as increasing delignification, preserving hemicellulose, and maximizing enzymatic hydrolysis yields. We previously reported that adding an alkaline pre-extraction step to a copper-catalyzed alkaline hydrogen peroxide (Cu-AHP) pretreatment process resulted in improved sugar yields, but the process still utilized relatively high chemical inputs (catalyst and H2O2) and enzyme loadings. We hypothesized that by increasing the temperature of the alkaline pre-extraction step in water or ethanol, we could reduce the inputs required during Cu-AHP pretreatment and enzymatic hydrolysis without significant loss in sugar yield. We also performed technoeconomic analysis to determine if ethanol or water was the more cost-effective solvent during alkaline pre-extraction and if the expense associated with increasing the temperature was economically justified. Results After Cu-AHP pretreatment of 120 °C NaOH-H2O pre-extracted and 120 °C NaOH-EtOH pre-extracted biomass, approximately 1.4-fold more total lignin was solubilized (78% and 74%, respectively) compared to the 30 °C NaOH-H2O pre-extraction (55%) carried out in a previous study. Consequently, increasing the temperature of the alkaline pre-extraction step to 120 °C in both ethanol and water allowed us to decrease bipyridine and H2O2 during Cu-AHP and enzymes during hydrolysis with only a small reduction in sugar yields compared to 30 °C alkaline pre-extraction. Technoeconomic analysis indicated that 120 °C NaOH-H2O pre-extraction has the lowest installed ($246 million) and raw material ($175 million) costs compared to the other process configurations. Conclusions We found that by increasing the temperature of the alkaline pre-extraction step, we could successfully lower the inputs for pretreatment and enzymatic hydrolysis. Based on sugar yields as well as capital, feedstock, and operating costs, 120 °C NaOH-H2O pre-extraction was superior to both 120 °C NaOH-EtOH and 30 °C NaOH-H2O pre-extraction.
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- 2018
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6. Identification of developmental stage and anatomical fraction contributions to cell wall recalcitrance in switchgrass
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Jacob D. Crowe, Nicholas Feringa, Sivakumar Pattathil, Brian Merritt, Cliff Foster, Dayna Dines, Rebecca G. Ong, and David B. Hodge
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Switchgrass ,Recalcitrance ,Cell wall glycans ,Alkaline pretreatment ,Fuel ,TP315-360 ,Biotechnology ,TP248.13-248.65 - Abstract
Abstract Background Heterogeneity within herbaceous biomass can present important challenges for processing feedstocks to cellulosic biofuels. Alterations to cell wall composition and organization during plant growth represent major contributions to heterogeneity within a single species or cultivar. To address this challenge, the focus of this study was to characterize the relationship between composition and properties of the plant cell wall and cell wall response to deconstruction by NaOH pretreatment and enzymatic hydrolysis for anatomical fractions (stem internodes, leaf sheaths, and leaf blades) within switchgrass at various tissue maturities as assessed by differing internode. Results Substantial differences in both cell wall composition and response to deconstruction were observed as a function of anatomical fraction and tissue maturity. Notably, lignin content increased with tissue maturity concurrently with decreasing ferulate content across all three anatomical fractions. Stem internodes exhibited the highest lignin content as well as the lowest hydrolysis yields, which were inversely correlated to lignin content. Confocal microscopy was used to demonstrate that removal of cell wall aromatics (i.e., lignins and hydroxycinnamates) by NaOH pretreatment was non-uniform across diverse cell types. Non-cellulosic polysaccharides were linked to differences in cell wall response to deconstruction in lower lignin fractions. Specifically, leaf sheath and leaf blade were found to have higher contents of substituted glucuronoarabinoxylans and pectic polysaccharides. Glycome profiling demonstrated that xylan and pectic polysaccharide extractability varied with stem internode maturity, with more mature internodes requiring harsher chemical extractions to remove comparable glycan abundances relative to less mature internodes. While enzymatic hydrolysis was performed on extractives-free biomass, extractible sugars (i.e., starch and sucrose) comprised a significant portion of total dry weight particularly in stem internodes, and may provide an opportunity for recovery during processing. Conclusions Cell wall structural differences within a single plant can play a significant role in feedstock properties and have the potential to be exploited for improving biomass processability during a biorefining process. The results from this work demonstrate that cell wall lignin content, while generally exhibiting a negative correlation with enzymatic hydrolysis yields, is not the sole contributor to cell wall recalcitrance across diverse anatomical fractions within switchgrass.
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- 2017
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7. Integration of Pretreatment With Simultaneous Counter-Current Extraction of Energy Sorghum for High-Titer Mixed Sugar Production
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Daniel L. Williams, Rebecca G. Ong, John E. Mullet, and David B. Hodge
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sorghum ,sucrose extraction ,decentralized biorefining ,pretreatment ,cellulosic biofuels ,General Works - Abstract
Sorghum (Sorghum bicolor L. Moench) offers substantial potential as a feedstock for the production of sugar-derived biofuels and biochemical products from cell wall polysaccharides (i. e., cellulose and hemicelluloses) and water-extractable sugars (i.e., glucose, fructose, sucrose, and starch). A number of preprocessing schemes can be envisioned that involve processes such as sugar extraction, pretreatment, and densification that could be employed in decentralized, regional-scale biomass processing depots. In this work, an energy sorghum exhibiting a combination of high biomass productivity and high sugar accumulation was evaluated for its potential for integration into several potential biomass preprocessing schemes. This included counter-current extraction of water-soluble sugars followed by mild NaOH or liquid hot water pretreatment of the extracted bagasse. A novel processing scheme was investigated that could integrate with current diffuser-type extraction systems for sugar extraction. In this approach, mild NaOH pretreatment (i.e., 8%) at high metabolic yields without detoxification using a Saccharomyces cerevisiae strain metabolically engineered and evolved to ferment xylose.
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- 2019
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8. Lignin-Based Polyurethanes: Opportunities for Bio-Based Foams, Elastomers, Coatings and Adhesives
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Mona Alinejad, Christián Henry, Saeid Nikafshar, Akash Gondaliya, Sajad Bagheri, Nusheng Chen, Sandip K. Singh, David B. Hodge, and Mojgan Nejad
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lignin ,polyurethane ,adhesives ,foams ,coatings ,elastomers ,Organic chemistry ,QD241-441 - Abstract
Polyurethane chemistry can yield diverse sets of polymeric materials exhibiting a wide range of properties for various applications and market segments. Utilizing lignin as a polyol presents an opportunity to incorporate a currently underutilized renewable aromatic polymer into these products. In this work, we will review the current state of technology for utilizing lignin as a polyol replacement in different polyurethane products. This will include a discussion of lignin structure, diversity, and modification during chemical pulping and cellulosic biofuels processes, approaches for lignin extraction, recovery, fractionation, and modification/functionalization. We will discuss the potential of incorporation of lignins into polyurethane products that include rigid and flexible foams, adhesives, coatings, and elastomers. Finally, we will discuss challenges in incorporating lignin in polyurethane formulations, potential solutions and approaches that have been taken to resolve those issues.
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- 2019
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9. NMR relaxometry characterization of water adsorption in corn stover anatomical fractions
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Matthew C. Young, Madison L. Nelson, Dylan S. Cousins, David B. Hodge, and Joseph D. Seymour
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Polymers and Plastics - Published
- 2023
10. Lignin-Glyoxal: A Fully Biobased Formaldehyde-Free Wood Adhesive for Interior Engineered Wood Products
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Mohsen Siahkamari, Sasha Emmanuel, David B. Hodge, and Mojgan Nejad
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Renewable Energy, Sustainability and the Environment ,General Chemical Engineering ,Environmental Chemistry ,General Chemistry - Published
- 2022
11. Effect of Dilute Acid Pretreatment and Lignin Extraction Conditions on Lignin Properties and Suitability as a Phenol Replacement in Phenol-Formaldehyde Wood Adhesives
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Brian K. Saulnier, Mohsen Siahkamari, Sandip K. Singh, Mojgan Nejad, and David B. Hodge
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General Chemistry ,General Agricultural and Biological Sciences - Abstract
Corn stover was subjected to dilute sulfuric acid pretreatment to assess the impact of pretreatment conditions on lignin extractability, properties, and utility as a phenol replacement in wood phenol-formaldehyde (PF) adhesives. It was identified that both formic acid and NaOH could extract and recover 60-70% of the lignin remaining after pretreatment and enzymatic hydrolysis under the mildest pretreatment conditions while simultaneously achieving reasonable enzymatic hydrolysis yields (60%). The availability of reaction sites for the incorporation of lignins into the PF polymer matrix (i.e., unsubstituted phenolic hydroxyl groups) was shown to be strongly impacted by the pretreatment time and the recovery. Finally, a lignin-based wood adhesive was formulated by replacing 100% of the phenol with formic-acid-extracted lignin, which exhibited a dry shear strength exceeding a conventional PF adhesive. These findings suggest that both pretreatment and lignin extraction conditions can be tailored to yield lignins with properties targeted for this co-product application.
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- 2022
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12. Liquefying Lignins: Determining Phase-Transition Temperatures in the Presence of Aqueous Organic Solvents
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Graham W. Tindall, Spencer C. Temples, Mojgan Nejad, Mark C. Thies, David B. Hodge, Villő Enikő Bécsy-Jakab, and Mikhala Cooper-Robinson
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Phase transition ,chemistry.chemical_compound ,Aqueous solution ,Chemical engineering ,Chemistry ,General Chemical Engineering ,Liquid phase ,Lignin ,General Chemistry ,Solvent composition ,Industrial and Manufacturing Engineering - Abstract
Under appropriate conditions of temperature and solvent composition, single-phase aqueous organic solvents are capable of liquefying lignin to form a lignin-rich liquid phase separate from the solv...
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- 2021
13. Predictive models enhance feedstock quality of corn stover via air classification
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Dylan S. Cousins, Asif Hasan Rony, William G. Otto, Kristian P. Pedersen, Sergio Hernandez, Jeffrey A. Lacey, John E. Aston, and David B. Hodge
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Renewable Energy, Sustainability and the Environment - Published
- 2022
14. Technoeconomic Evaluation of Recent Process Improvements in Production of Sugar and High-Value Lignin Co-Products via Two-Stage Cu-Catalyzed Alkaline-Oxidative Pretreatment
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David B. Hodge, Eric L. Hegg, Bryan D. Bals, and Zhaoyang Yuan
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chemistry.chemical_compound ,chemistry ,Scientific method ,Lignin ,Organic chemistry ,Oxidative phosphorylation ,Sugar ,Catalysis - Abstract
Background A lignocellulose-to-biofuel biorefinery process that enables multiple product streams is recognized as a promising strategy to improve the economics of this biorefinery and to accelerate technology commercialization. We recently identified an innovative pretreatment technology that enables of the production of sugars at high yields while simultaneously generating a high-quality lignin stream that has been demonstrated as both a promising renewable polyol replacement for polyurethane applications and is highly susceptible to depolymerization into monomers. This technology comprises a two-stage pretreatment approach that includes an alkaline pre-extraction followed by a metal-catalyzed alkaline-oxidative pretreatment. Our recent work demonstrated that H2O2 and O2 act synergistically as co-oxidants during the alkaline-oxidative pretreatment and could significantly reduce the pretreatment chemical input while maintaining high sugar yields (~ 95% glucose and ~ 100% xylose of initial sugar composition), high lignin yields (~ 75% of initial lignin), and improvements in lignin usage. Results This study considers the economic impact of these advances and provides strategies that could lead to additional economic improvements for future commercialization. The results of the technoeconomic analysis (TEA) demonstrated that adding O2 as a co-oxidant at 50 psig for the alkaline-oxidative pretreatment and reducing the raw material input reduced the minimum fuel selling price from $1.08/L to $0.85/L, assuming recoverable lignin is used as a polyol replacement. If additional lignin can be recovered and sold as more valuable monomers, the minimum fuel selling price (MFSP) can be further reduced to $0.73/L. Conclusions The present work demonstrated that high sugar and lignin yields combined with low raw material inputs and increasing the value of lignin could greatly increase the economic viability of a poplar-based biorefinery. Continued research on integrating sugar production with lignin valorization is thus warranted to confirm this economic potential as the technology matures.
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- 2021
15. Ultraclean hybrid poplar lignins via liquid–liquid fractionation using ethanol–water solutions
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Lucas Valladares, Mark C. Thies, Zachariah Pittman, Bronson Lynn, David B. Hodge, Graham W. Tindall, Carter Fitzgerald, and Villő Enikő Bécsy-Jakab
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Ethanol ,Materials science ,Mixing (process engineering) ,Fractionation ,engineering.material ,Biorefinery ,chemistry.chemical_compound ,chemistry ,Chemical engineering ,Impurity ,Cellulosic ethanol ,engineering ,Lignin ,General Materials Science ,Biopolymer - Abstract
As recovered from the byproducts stream of a cellulosic ethanol biorefinery, the renewable biopolymer lignin is too impure and polydisperse for many proposed applications. By mixing a hybrid poplar lignin with hot ethanol–water solutions, two liquid phases, one polymer-rich and one solvent-rich, are created. This liquid–liquid equilibrium phenomenon was used to generate solvated (and thus liquefied) lignin fractions of controlled molecular weight for which the impurities analyses for sugars and ash were near or below the limits of detection. Additionally, those carbohydrates and metals impurities end up highly concentrated in a single process stream also having potential value.
- Published
- 2021
16. Transforming biorefinery designs with ‘Plug-In Processes of Lignin’ to enable economic waste valorization
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Renata Bura, Zhi-Hua Liu, Chang Dou, Arthur J. Ragauskas, Bin Yang, Bruce E. Dale, Yun-Yan Wang, Naijia Hao, Joshua S. Yuan, Rongchun Shen, Furong Lin, and David B. Hodge
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0301 basic medicine ,Bioconversion ,Science ,Carbohydrates ,General Physics and Astronomy ,Bioengineering ,01 natural sciences ,Lignin ,General Biochemistry, Genetics and Molecular Biology ,Article ,03 medical and health sciences ,chemistry.chemical_compound ,Industrial Microbiology ,Chemical engineering ,Capital cost ,Total capital ,Multidisciplinary ,010405 organic chemistry ,Pseudomonas putida ,Hydrolysis ,Polyhydroxyalkanoates ,General Chemistry ,Carbohydrate chemistry ,Biorefinery ,Pulp and paper industry ,Carbon ,0104 chemical sciences ,030104 developmental biology ,chemistry ,Cellulosic ethanol ,Environmental science ,Microbiology techniques - Abstract
Biological lignin valorization has emerged as a major solution for sustainable and cost-effective biorefineries. However, current biorefineries yield lignin with inadequate fractionation for bioconversion, yet substantial changes of these biorefinery designs to focus on lignin could jeopardize carbohydrate efficiency and increase capital costs. We resolve the dilemma by designing ‘plug-in processes of lignin’ with the integration of leading pretreatment technologies. Substantial improvement of lignin bioconversion and synergistic enhancement of carbohydrate processing are achieved by solubilizing lignin via lowering molecular weight and increasing hydrophilic groups, addressing the dilemma of lignin- or carbohydrate-first scenarios. The plug-in processes of lignin could enable minimum polyhydroxyalkanoate selling price at as low as $6.18/kg. The results highlight the potential to achieve commercial production of polyhydroxyalkanoates as a co-product of cellulosic ethanol. Here, we show that the plug-in processes of lignin could transform biorefinery design toward sustainability by promoting carbon efficiency and optimizing the total capital cost., The current biorefineries yield lignin with inadequate fractionation for bioconversion, yet substantial changes of these biorefinery designs could jeopardize carbohydrate efficiency and increase capital costs. Here the authors resolve the dilemma by designing ‘plug-in processes of lignin’ to enable economic waste valorization.
- Published
- 2021
17. Performance of three delignifying pretreatments on hardwoods: hydrolysis yields, comprehensive mass balances, and lignin properties
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Blake A. Simmons, Cliff E. Foster, Namita Bansal, Eric L. Hegg, Aditya Bhalla, David B. Hodge, Sandip K. Singh, Tanmoy Dutta, Charles E. Wyman, Feng Xu, Charles M. Cai, Thanaphong Phongpreecha, Rajeev Kumar, and Seema Singh
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Aromatic monomers ,lcsh:Biotechnology ,Ether ,Management, Monitoring, Policy and Law ,010402 general chemistry ,Polysaccharide ,01 natural sciences ,Applied Microbiology and Biotechnology ,complex mixtures ,Lignin ,lcsh:Fuel ,Industrial Biotechnology ,chemistry.chemical_compound ,Hydrolysis ,lcsh:TP315-360 ,Enzymatic hydrolysis ,lcsh:TP248.13-248.65 ,Organic chemistry ,chemistry.chemical_classification ,Molar mass ,010405 organic chemistry ,Renewable Energy, Sustainability and the Environment ,Chemistry ,Depolymerization ,Research ,Cellulosic biofuels ,food and beverages ,Chemical Engineering ,Xylan ,CE-CERT ,0104 chemical sciences ,General Energy ,Pretreatment ,Biotechnology - Abstract
BackgroundIn this work, three pretreatments under investigation at the DOE Bioenergy Research Centers (BRCs) were subjected to a side-by-side comparison to assess their performance on model bioenergy hardwoods (a eucalyptus and a hybrid poplar). These include co-solvent-enhanced lignocellulosic fractionation (CELF), pretreatment with an ionic liquid using potentially biomass-derived components (cholinium lysinate or [Ch][Lys]), and two-stage Cu-catalyzed alkaline hydrogen peroxide pretreatment (Cu-AHP). For each of the feedstocks, the pretreatments were assessed for their impact on lignin and xylan solubilization and enzymatic hydrolysis yields as a function of enzyme loading. Lignins recovered from the pretreatments were characterized for polysaccharide content, molar mass distributions, β-aryl ether content, and response to depolymerization by thioacidolysis.ResultsAll three pretreatments resulted in significant solubilization of lignin and xylan, with the CELF pretreatment solubilizing the majority of both biopolymer categories. Enzymatic hydrolysis yields were shown to exhibit a strong, positive correlation with the lignin solubilized for the low enzyme loadings. The pretreatment-derived solubles in the [Ch][Lys]-pretreated biomass were presumed to contribute to inhibition of enzymatic hydrolysis in the eucalyptus as a substantial fraction of the pretreatment liquor was carried forward into hydrolysis for this pretreatment. The pretreatment-solubilized lignins exhibited significant differences in polysaccharide content, molar mass distributions, aromatic monomer yield by thioacidolysis, and β-aryl ether content. Key trends include a substantially higher polysaccharide content in the lignins recovered from the [Ch][Lys] pretreatment and high β-aryl ether contents and aromatic monomer yields from the Cu-AHP pretreatment. For all lignins, the13C NMR-determined β-aryl ether content was shown to be correlated with the monomer yield with a second-order functionality.ConclusionsOverall, it was demonstrated that the three pretreatments highlighted in this study demonstrated uniquely different functionalities in reducing biomass recalcitrance and achieving higher enzymatic hydrolysis yields for the hybrid poplar while yielding a lignin-rich stream that may be suitable for valorization. Furthermore, modification of lignin during pretreatment, particularly cleavage of β-aryl ether bonds, is shown to be detrimental to subsequent depolymerization.
- Published
- 2019
18. Integrated Two-Stage Alkaline–Oxidative Pretreatment of Hybrid Poplar. Part 2: Impact of Cu-Catalyzed Alkaline Hydrogen Peroxide Pretreatment Conditions on Process Performance and Economics
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Zhaoyang Yuan, Bryan D. Bals, David B. Hodge, Sandip K. Singh, and Eric L. Hegg
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General Chemical Engineering ,Biomass ,chemistry.chemical_element ,02 engineering and technology ,General Chemistry ,Xylose ,021001 nanoscience & nanotechnology ,Copper ,Industrial and Manufacturing Engineering ,Catalysis ,chemistry.chemical_compound ,020401 chemical engineering ,chemistry ,Enzymatic hydrolysis ,Composition (visual arts) ,0204 chemical engineering ,0210 nano-technology ,Sugar ,Hydrogen peroxide ,Nuclear chemistry - Abstract
Two-stage alkaline/copper 2,2′-bipyridine-catalyzed alkaline hydrogen peroxide (Cu-AHP) pretreatment is an effective strategy for improving the enzymatic digestibility of hybrid poplar. To reduce the chemical inputs and processing costs associated with this process, we investigated the effect of increasing the temperature for both the alkaline pre-extraction and the Cu-AHP pretreatment stages. The results indicate that increasing the alkaline pre-extraction and the Cu-AHP pretreatment temperatures from 30 to 120 and 80 °C, respectively, allowed us to reduce both the pretreatment time of the Cu-AHP stage and the chemical loadings. Incubating alkaline pre-extracted hybrid poplar for 12 h with 10% NaOH (w/w biomass), 8% hydrogen peroxide (w/w biomass), and a Cu2+ and 2,2′-bipyridine (bpy) concentration of 1 mM yielded monomeric sugar yields of approximately 77% glucose and 66% xylose (based on the initial sugar composition) following enzymatic hydrolysis. Technoeconomic analysis (TEA) indicates that these ch...
- Published
- 2019
19. Integrated Two-Stage Alkaline-Oxidative Pretreatment of Hybrid Poplar. Part 1: Impact of Alkaline Pre-Extraction Conditions on Process Performance and Lignin Properties
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Eric L. Hegg, Zhaoyang Yuan, Anthony W. Savoy, Sandip K. Singh, Hao Luo, David B. Hodge, and Shannon S. Stahl
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General Chemical Engineering ,02 engineering and technology ,General Chemistry ,Oxidative phosphorylation ,021001 nanoscience & nanotechnology ,Pre extraction ,Pulp and paper industry ,Industrial and Manufacturing Engineering ,chemistry.chemical_compound ,020401 chemical engineering ,chemistry ,Hybrid poplar ,Scientific method ,Lignin ,Stage (hydrology) ,0204 chemical engineering ,0210 nano-technology - Abstract
We previously demonstrated that a two-stage pretreatment comprising of an alkaline pre-extraction followed by a Cu-catalyzed alkaline–oxidative treatment is effective at pretreating hardwoods under...
- Published
- 2019
20. Adsorption of Lignin β-O-4 Dimers on Metal Surfaces in Vacuum and Solvated Environments
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David B. Hodge, Jialin Liu, Thanaphong Phongpreecha, and Yue Qi
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Renewable Energy, Sustainability and the Environment ,General Chemical Engineering ,Solvation model ,Lignocellulosic biomass ,02 engineering and technology ,General Chemistry ,010402 general chemistry ,021001 nanoscience & nanotechnology ,01 natural sciences ,0104 chemical sciences ,Metal ,chemistry.chemical_compound ,Monomer ,Adsorption ,chemistry ,Chemical engineering ,Hydrogenolysis ,visual_art ,visual_art.visual_art_medium ,Environmental Chemistry ,Lignin ,0210 nano-technology ,Adsorption energy - Abstract
Lignin hydrogenolysis has recently been studied extensively as it was shown to result in high monomer yields. Most of these reactions were conducted in liquid solvents, which have shown large impac...
- Published
- 2018
21. Xylan Is Critical for Proper Bundling and Alignment of Cellulose Microfibrils in Plant Secondary Cell Walls
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Jacob Krüger Jensen, Shi You Ding, David B. Hodge, Pengchao Hao, Henry Pan, Sivakumar Pattathil, and Jacob D. Crowe
- Subjects
0106 biological sciences ,DOWN-REGULATION ,GENES ,irregular xylan mutants (irx) ,PROTEINS ,Plant Science ,atomic force micorscopy (AFM) ,HEMICELLULOSES ,01 natural sciences ,SB1-1110 ,Cell wall ,03 medical and health sciences ,chemistry.chemical_compound ,Glucuronoxylan ,Lignin ,Cellulose ,IRX10 ,MATRIX POLYSACCHARIDES ,Original Research ,030304 developmental biology ,chemistry.chemical_classification ,0303 health sciences ,xylan (hemicellulose) ,Cellulose microfibril organization ,cell wall mechanical properties ,ACETOBACTER-XYLINUM ,Plant culture ,15. Life on land ,ARABIDOPSIS ,Xylan ,cellulose arrangement ,glucuronoxylan ,chemistry ,secondary cell wall (SCW) ,GLUCURONOXYLAN BIOSYNTHESIS ,Biophysics ,X-RAY ,Microfibril ,cellulose deposition ,Secondary cell wall ,010606 plant biology & botany - Abstract
Plant biomass represents an abundant and increasingly important natural resource and it mainly consists of a number of cell types that have undergone extensive secondary cell wall (SCW) formation. These cell types are abundant in the stems of Arabidopsis, a well-studied model system for hardwood, the wood of eudicot plants. The main constituents of hardwood include cellulose, lignin, and xylan, the latter in the form of glucuronoxylan (GX). The binding of GX to cellulose in the eudicot SCW represents one of the best-understood molecular interactions within plant cell walls. The evenly spaced acetylation and 4-O-methyl glucuronic acid (MeGlcA) substitutions of the xylan polymer backbone facilitates binding in a linear two-fold screw conformation to the hydrophilic side of cellulose and signifies a high level of molecular specificity. However, the wider implications of GX–cellulose interactions for cellulose network formation and SCW architecture have remained less explored. In this study, we seek to expand our knowledge on this by characterizing the cellulose microfibril organization in three well-characterized GX mutants. The selected mutants display a range of GX deficiency from mild to severe, with findings indicating even the weakest mutant having significant perturbations of the cellulose network, as visualized by both scanning electron microscopy (SEM) and atomic force microscopy (AFM). We show by image analysis that microfibril width is increased by as much as three times in the severe mutants compared to the wild type and that the degree of directional dispersion of the fibrils is approximately doubled in all the three mutants. Further, we find that these changes correlate with both altered nanomechanical properties of the SCW, as observed by AFM, and with increases in enzymatic hydrolysis. Results from this study indicate the critical role that normal GX composition has on cellulose bundle formation and cellulose organization as a whole within the SCWs.
- Published
- 2021
22. Impact of dilute acid pretreatment conditions on p-coumarate removal in diverse maize lines
- Author
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David B. Hodge, Sandip K. Singh, Brian K. Saulnier, and Thanaphong Phongpreecha
- Subjects
0106 biological sciences ,Environmental Engineering ,Dilute acid ,Bioengineering ,Fraction (chemistry) ,010501 environmental sciences ,complex mixtures ,01 natural sciences ,Lignin ,Zea mays ,Hydrolysis ,chemistry.chemical_compound ,010608 biotechnology ,Enzymatic hydrolysis ,Organic chemistry ,Biomass ,Waste Management and Disposal ,0105 earth and related environmental sciences ,Renewable Energy, Sustainability and the Environment ,technology, industry, and agriculture ,food and beverages ,General Medicine ,Xylan ,Corn stover ,chemistry ,Adhesive ,Acids - Abstract
Prior work has identified that lignins recovered from dilute acid-pretreated corn stover exhibit superior performance in phenol–formaldehyde resins used in wood adhesive applications when compared to diverse process-modified lignins derived from other sources. This improved performance is hypothesized to be due to the higher content of unsubstituted phenolic groups specifically p-coumarate lignin esters. In this work, a diverse set of corn stover samples are employed that exhibit diversity in p-coumarate content and total lignin content to explore the relationship between dilute acid pretreatment conditions, p-coumarate ester hydrolysis, xylan solubilization, and the resulting glucose enzymatic hydrolysis yields. The goal of this study is to identify pretreatment conditions that preserve a significant fraction of the p-coumarate esters while simultaneously achieving high enzymatic hydrolysis yields. Kinetic parameters for p-coumarate ester hydrolysis were quantified and pretreatment-biomass combinations were identified that result in glucose hydrolysis yields of more than 90% while retaining nearly 50 mg p-coumarate/g lignin.
- Published
- 2020
23. Physical fractionation of sweet sorghum and forage/energy sorghum for optimal processing in a biorefinery
- Author
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Muyang Li, Petria R. Russell, David B. Hodge, Guilong Yan, Shi You Ding, Lisaura Maldonado-Pereira, Aditya Bhalla, and John E. Mullet
- Subjects
0106 biological sciences ,biology ,food and beverages ,Forage ,Fractionation ,Raw material ,Biorefinery ,Sorghum ,biology.organism_classification ,complex mixtures ,01 natural sciences ,Agronomy ,010608 biotechnology ,Environmental science ,Agronomy and Crop Science ,Sweet sorghum ,010606 plant biology & botany - Abstract
Sorghum offers enormous potential as a feedstock for the production of fuels and chemicals from both water-extractable sugars and the cell wall biopolymers, while its within-plant structural and co ...
- Published
- 2018
24. Deconstruction of hybrid poplar to monomeric sugars and aromatics using ethanol organosolv fractionation
- Author
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Melisa Kral Yilmaz, Jacob D. Crowe, Janosch Bär, Cliff E. Foster, David B. Hodge, Thanaphong Phongpreecha, and Sandip K. Singh
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Molar mass ,010405 organic chemistry ,Renewable Energy, Sustainability and the Environment ,Chemistry ,Depolymerization ,fungi ,Organosolv ,technology, industry, and agriculture ,food and beverages ,macromolecular substances ,02 engineering and technology ,Fractionation ,021001 nanoscience & nanotechnology ,complex mixtures ,01 natural sciences ,0104 chemical sciences ,Solvent ,chemistry.chemical_compound ,Hydrolysis ,Lignin ,Diethyl ether ,0210 nano-technology ,Nuclear chemistry - Abstract
Acidic ethanol organosolv fractionation of hybrid poplar was investigated to determine the impact of pretreatment conditions on the resulting biomass and lignin properties and to assess the subsequent deconstruction of the cell wall biopolymers to monomeric sugars and aromatics. It was found that increasing reaction severity (i.e., time and temperature) during the organosolv fractionation increased the rate of delignification and xylan solubilization while the lignins recovered from the liquors were found to exhibit lower degrees of polymerization. Glucose hydrolysis yields > 75% at moderate enzyme loadings (30 mg/g glucan) could be obtained for the more severe pretreatment conditions. The lignins recovered from the pretreatment liquors were subjected to fractionation using a sequential extraction with solvents of increasing polarity. It was found that the low molar mass, low polydispersity lignins increased in pretreatment liquors with increasing time and temperature and were concentrated in the methanol fraction while a high molar mass fraction was extracted with the diethyl ether. We hypothesize that the extraction of the high molar mass fraction with diethyl ether is due to partial ethyl O-alkylation of lignin hydroxyl groups during pretreatment, rendering lignins more soluble in the non-polar solvent. Finally, depolymerization of unfractionated lignins by thioacidolysis resulted in mass yields of aromatic monomers ranging from 80 to 157 mg monomer per gram of lignin and that these yields exhibited strong positive correlations to the lignin β-O-4 content, molar mass, and strong negative correlations to the pretreatment temperature.
- Published
- 2018
25. Engineered Lignin in Poplar Biomass Facilitates Cu-Catalyzed Alkaline-Oxidative Pretreatment
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Chrislyn A. Particka, Steven D. Karlen, Aditya Bhalla, Namita Bansal, Wei Shen, David B. Hodge, Rachel R. Semaan, Eric L. Hegg, Sivakumar Pattathil, Shi You Ding, Thanaphong Phongpreecha, John Ralph, Muyang Li, Eliana Gonzales-Vigil, and Shawn D. Mansfield
- Subjects
0301 basic medicine ,Renewable Energy, Sustainability and the Environment ,General Chemical Engineering ,fungi ,technology, industry, and agriculture ,food and beverages ,macromolecular substances ,General Chemistry ,Xylose ,complex mixtures ,Catalysis ,03 medical and health sciences ,chemistry.chemical_compound ,Hydrolysis ,030104 developmental biology ,chemistry ,Biofuel ,Enzymatic hydrolysis ,Environmental Chemistry ,Lignin ,Sugar ,Hydrogen peroxide ,Nuclear chemistry - Abstract
Both untransformed poplar and genetically modified “zip-lignin” poplar, in which additional ester bonds were introduced into the lignin backbone, were subjected to mild alkaline and copper-catalyzed alkaline hydrogen peroxide (Cu-AHP) pretreatment. Our hypothesis was that the lignin in zip-lignin poplar would be removed more easily than lignin in untransformed poplar during this alkaline pretreatment, resulting in higher sugar yields following enzymatic hydrolysis. We observed improved glucose and xylose hydrolysis yields for zip-lignin poplar compared to untransformed poplar following both alkaline-only pretreatment (56% glucose yield for untransformed poplar compared to 67% for zip-lignin poplar) and Cu-AHP pretreatment (77% glucose yield for untransformed poplar compared to 85% for zip-lignin poplar). Compositional analysis, glycome profiling, and microscopy all supported the notion that the ester linkages increase delignification and improve sugar yields. Essentially no differences were noted in the m...
- Published
- 2018
26. Predicting lignin depolymerization yields from quantifiable properties using fractionated biorefinery lignins
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Aditya Bhalla, Nicholas C. Hool, David B. Hodge, Mark C. Thies, Cliff E. Foster, Daniel Holmes, Adam S. Klett, Ryan J. Stoklosa, and Thanaphong Phongpreecha
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010405 organic chemistry ,Depolymerization ,fungi ,technology, industry, and agriculture ,food and beverages ,Biomass ,macromolecular substances ,010402 general chemistry ,Biorefinery ,complex mixtures ,01 natural sciences ,Pollution ,0104 chemical sciences ,Catalysis ,chemistry.chemical_compound ,Monomer ,chemistry ,Hydrogenolysis ,Environmental Chemistry ,Lignin ,Organic chemistry ,Biorefining - Abstract
Lignin depolymerization to aromatic monomers with high yields and selectivity is essential for the economic feasibility of many lignin-valorization strategies within integrated biorefining processes. Importantly, the quality and properties of the lignin source play an essential role in impacting the conversion chemistry, yet this relationship between lignin properties and lignin susceptibility to depolymerization is not well established. In this study, we quantitatively demonstrate how the detrimental effect of a pretreatment process on the properties of lignins, particularly β-O-4 content, limit high yields of aromatic monomers using three lignin depolymerization approaches: thioacidolysis, hydrogenolysis, and oxidation. Through pH-based fractionation of alkali-solubilized lignin from hybrid poplar, this study demonstrates that the properties of lignin, namely β-O-4 linkages, phenolic hydroxyl groups, molecular weight, and S/G ratios exhibit strong correlations with each other even after pretreatment. Furthermore, the differences in these properties lead to discernible trends in aromatic monomer yields using the three depolymerization techniques. Based on the interdependency of alkali lignin properties and its susceptibility to depolymerization, a model for the prediction of monomer yields was developed and validated for depolymerization by quantitative thioacidolysis. These results highlight the importance of the lignin properties for their suitability for an ether-cleaving depolymerization process, since the theoretical monomer yields grows as a second order function of the β-O-4 content. Therefore, this research encourages and provides a reference tool for future studies to identify new methods for lignin-first biomass pretreatment and lignin valorization that emphasize preservation of lignin qualities, apart from focusing on optimization of reaction conditions and catalyst selection.
- Published
- 2017
27. Conversion of corn stover alkaline pre-treatment waste streams into biodiesel via Rhodococci
- Author
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Ryan J. Stoklosa, Tyrone Wells, Parthapratim Das, Joshua S. Yuan, Arthur J. Ragauskas, Xianzhi Meng, Aditya Bhalla, David B. Hodge, and Rosemary K. Le
- Subjects
Biodiesel ,Chemistry ,Bioconversion ,020209 energy ,General Chemical Engineering ,Batch reactor ,02 engineering and technology ,General Chemistry ,Pulp and paper industry ,Peroxide ,chemistry.chemical_compound ,Rhodococcus opacus ,Corn stover ,Cellulosic ethanol ,0202 electrical engineering, electronic engineering, information engineering ,Effluent - Abstract
The bioconversion of second-generation cellulosic ethanol waste streams into biodiesel via oleaginous bacteria is a novel optimization strategy for biorefineries with substantial potential for rapid development. In this study, one- and two-stage alkali/alkali-peroxide pretreatment waste streams of corn stover were separately implemented as feedstocks in 96 h batch reactor fermentations with wild-type Rhodococcus opacus PD 630, R. opacus DSM 1069, and R. jostii DSM 44719T. Here we show using 31P-NMR, HPAEC-PAD, and SEC analyses, that the more rigorous and chemically-efficient two-stage chemical pretreatment effluent provided higher concentrations of solubilized glucose and lower molecular weight (∼70–300 g mol−1) lignin degradation products thereby enabling improved cellular density, viability, and oleaginicity in each respective strain. The most significant yields were by R. opacus PD 630, which converted 6.2% of organic content with a maximal total lipid production of 1.3 g L−1 and accumulated 42.1% in oils based on cell dry weight after 48 h.
- Published
- 2017
28. Alkaline and Alkaline-Oxidative Pretreatment and Hydrolysis of Herbaceous Biomass for Growth of Oleaginous Microbes
- Author
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Jacob D, Crowe, Muyang, Li, Daniel L, Williams, Alex D, Smith, Tongjun, Liu, and David B, Hodge
- Subjects
Industrial Microbiology ,Glucose ,Xylose ,Phenols ,Cell Wall ,Hydrolysis ,Sodium Hydroxide ,Biomass ,Hydrogen Peroxide ,Plants ,Lignin ,Acetic Acid - Abstract
This chapter describes methods for generation of hydrolysates amenable to conversion to microbial lipids from herbaceous lignocellulosic biomass utilizing either mild alkali pretreatment with NaOH or alkaline hydrogen peroxide pretreatment with NaOH and H
- Published
- 2019
29. Integration of Pretreatment With Simultaneous Counter-Current Extraction of Energy Sorghum for High-Titer Mixed Sugar Production
- Author
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John E. Mullet, David B. Hodge, Daniel L. Williams, and Rebecca G. Ong
- Subjects
Economics and Econometrics ,sucrose extraction ,Sucrose ,020209 energy ,Energy Engineering and Power Technology ,Biomass ,cellulosic biofuels ,lcsh:A ,02 engineering and technology ,Xylose ,chemistry.chemical_compound ,0202 electrical engineering, electronic engineering, information engineering ,Sugar ,decentralized biorefining ,Renewable Energy, Sustainability and the Environment ,Extraction (chemistry) ,food and beverages ,pretreatment ,021001 nanoscience & nanotechnology ,Pulp and paper industry ,Fuel Technology ,chemistry ,Cellulosic ethanol ,Biofuel ,sorghum ,lcsh:General Works ,0210 nano-technology ,Bagasse - Abstract
Sorghum (Sorghum bicolor L. Moench) offers substantial potential as a feedstock for the production of sugar-derived biofuels and biochemical products from cell wall polysaccharides (i. e., cellulose and hemicelluloses) and water-extractable sugars (i.e., glucose, fructose, sucrose, and starch). A number of preprocessing schemes can be envisioned that involve processes such as sugar extraction, pretreatment, and densification that could be employed in decentralized, regional-scale biomass processing depots. In this work, an energy sorghum exhibiting a combination of high biomass productivity and high sugar accumulation was evaluated for its potential for integration into several potential biomass preprocessing schemes. This included counter-current extraction of water-soluble sugars followed by mild NaOH or liquid hot water pretreatment of the extracted bagasse. A novel processing scheme was investigated that could integrate with current diffuser-type extraction systems for sugar extraction. In this approach, mild NaOH pretreatment (i.e., 8%) at high metabolic yields without detoxification using a Saccharomyces cerevisiae strain metabolically engineered and evolved to ferment xylose.
- Published
- 2019
30. Alkaline and Alkaline-Oxidative Pretreatment and Hydrolysis of Herbaceous Biomass for Growth of Oleaginous Microbes
- Author
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Tongjun Liu, Muyang Li, Daniel L. Williams, Jacob D. Crowe, David B. Hodge, and Alexander R. H. Smith
- Subjects
0106 biological sciences ,chemistry.chemical_classification ,Cellulosic sugars ,010405 organic chemistry ,Chemistry ,Lignocellulosic biomass ,Xylose ,Polysaccharide ,01 natural sciences ,0104 chemical sciences ,chemistry.chemical_compound ,Hydrolysis ,010608 biotechnology ,Enzymatic hydrolysis ,Monosaccharide ,Food science ,Hydrogen peroxide - Abstract
This chapter describes methods for generation of hydrolysates amenable to conversion to microbial lipids from herbaceous lignocellulosic biomass utilizing either mild alkali pretreatment with NaOH or alkaline hydrogen peroxide pretreatment with NaOH and H2O2. This pretreatment is followed by enzymatic hydrolysis of the plant cell wall polysaccharides to yield hydrolysates. These hydrolysates are composed primarily of the monosaccharides glucose and xylose as well as acetate and phenolic monomers that may all serve as a source of renewable carbon to produce microbial lipids. Application of these mild pretreatment conditions minimizes the generation of inhibitors, enabling microbial cultivations to often be performed without the need for detoxification.
- Published
- 2019
31. Cell wall-associated transition metals improve alkaline-oxidative pretreatment in diverse hardwoods
- Author
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Sara L. Adelman, Sivakumar Pattathil, Namita Bansal, Aditya Bhalla, Michael G. Hahn, David B. Hodge, and Eric L. Hegg
- Subjects
0106 biological sciences ,0301 basic medicine ,food.ingredient ,Pectin ,01 natural sciences ,Pollution ,Xylan ,Catalysis ,Xyloglucan ,03 medical and health sciences ,chemistry.chemical_compound ,Hydrolysis ,030104 developmental biology ,food ,chemistry ,010608 biotechnology ,Enzymatic hydrolysis ,Environmental Chemistry ,Organic chemistry ,Chelation ,Hydrogen peroxide ,Nuclear chemistry - Abstract
The responses of four diverse hardwoods (hybrid poplar, silver birch, hybrid aspen, and sugar maple) to alkaline hydrogen peroxide (AHP) pretreated at ambient temperature and pressure were analyzed to gain a deeper understanding of the cell wall properties that contribute to differences in enzymatic hydrolysis efficacy following alkaline-oxidative pretreatment. The enzymatic hydrolysis yields of these diverse hardwoods increased significantly with increasing the cell wall-associated, redox-active transition metal content. These increases in hydrolysis yields were directly correlated with improved delignification. Furthermore, we demonstrated that these improvements in hydrolysis yields could be achieved either through elevated levels of naturally-occurring metals, namely Cu, Fe, and Mn, or by the addition of a homogeneous transition metal catalyst (e.g. Cu 2,2′-bipyridine complexes) capable of penetrating into the cell wall matrix. Removal of naturally-occurring cell wall-associated transition metals by chelation resulted in substantial decreases in the hydrolysis yields following AHP pretreatment, while re-addition of metals in the form of Cu 2,2′-bipyridine complexes and to a limited extent Fe 2,2′-bipyridine complexes prior to pretreatment restored the improved hydrolysis yields. Glycome profiles showed improved extractability of xylan, xyloglucan, and pectin epitopes with increasing hydrolysis yields for the diverse hardwoods subjected to the alkaline-oxidative pretreatment, demonstrating that the strength of association between cell wall matrix polymers decreased as a consequence of improved delignification.
- Published
- 2016
32. Integrated experimental and technoeconomic evaluation of two-stage Cu-catalyzed alkaline–oxidative pretreatment of hybrid poplar
- Author
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Eric L. Hegg, Rachel R. Semaan, Ryan J. Stoklosa, Namita Bansal, Christopher M. Saffron, David B. Hodge, Chrislyn A. Particka, Aditya Bhalla, Peyman Fasahati, and Aline E. Assad
- Subjects
0106 biological sciences ,lcsh:Biotechnology ,020209 energy ,Lignocellulosic biomass ,Hybrid poplar ,02 engineering and technology ,Management, Monitoring, Policy and Law ,Raw material ,Lignin ,01 natural sciences ,Applied Microbiology and Biotechnology ,lcsh:Fuel ,chemistry.chemical_compound ,Hydrolysis ,lcsh:TP315-360 ,lcsh:TP248.13-248.65 ,010608 biotechnology ,Enzymatic hydrolysis ,0202 electrical engineering, electronic engineering, information engineering ,Hemicellulose ,Hydrogen peroxide ,Sugar ,Renewable Energy, Sustainability and the Environment ,Research ,Alkaline hydrogen peroxide (AHP) ,Pulp and paper industry ,General Energy ,chemistry ,Oxidative delignification ,Technoeconomic analysis (TEA) ,Biofuel ,Biofuels ,Copper ,Biotechnology - Abstract
Background When applied to recalcitrant lignocellulosic feedstocks, multi-stage pretreatments can provide more processing flexibility to optimize or balance process outcomes such as increasing delignification, preserving hemicellulose, and maximizing enzymatic hydrolysis yields. We previously reported that adding an alkaline pre-extraction step to a copper-catalyzed alkaline hydrogen peroxide (Cu-AHP) pretreatment process resulted in improved sugar yields, but the process still utilized relatively high chemical inputs (catalyst and H2O2) and enzyme loadings. We hypothesized that by increasing the temperature of the alkaline pre-extraction step in water or ethanol, we could reduce the inputs required during Cu-AHP pretreatment and enzymatic hydrolysis without significant loss in sugar yield. We also performed technoeconomic analysis to determine if ethanol or water was the more cost-effective solvent during alkaline pre-extraction and if the expense associated with increasing the temperature was economically justified. Results After Cu-AHP pretreatment of 120 °C NaOH-H2O pre-extracted and 120 °C NaOH-EtOH pre-extracted biomass, approximately 1.4-fold more total lignin was solubilized (78% and 74%, respectively) compared to the 30 °C NaOH-H2O pre-extraction (55%) carried out in a previous study. Consequently, increasing the temperature of the alkaline pre-extraction step to 120 °C in both ethanol and water allowed us to decrease bipyridine and H2O2 during Cu-AHP and enzymes during hydrolysis with only a small reduction in sugar yields compared to 30 °C alkaline pre-extraction. Technoeconomic analysis indicated that 120 °C NaOH-H2O pre-extraction has the lowest installed ($246 million) and raw material ($175 million) costs compared to the other process configurations. Conclusions We found that by increasing the temperature of the alkaline pre-extraction step, we could successfully lower the inputs for pretreatment and enzymatic hydrolysis. Based on sugar yields as well as capital, feedstock, and operating costs, 120 °C NaOH-H2O pre-extraction was superior to both 120 °C NaOH-EtOH and 30 °C NaOH-H2O pre-extraction. Electronic supplementary material The online version of this article (10.1186/s13068-018-1124-x) contains supplementary material, which is available to authorized users.
- Published
- 2018
33. Production of single cell protein from agro-waste using Rhodococcus opacus
- Author
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Ryan J. Stoklosa, David B. Hodge, Rosemary K. Le, Arthur J. Ragauskas, Aditya Bhalla, Kristina M. Mahan, Tyrone Wells, Seth A. Anderson, and Joshua S. Yuan
- Subjects
0106 biological sciences ,0301 basic medicine ,Crops, Agricultural ,Fish farming ,Bioengineering ,Orange (colour) ,01 natural sciences ,Applied Microbiology and Biotechnology ,03 medical and health sciences ,Rhodococcus opacus ,010608 biotechnology ,Rhodococcus ,Food science ,Biomass ,Effluent ,Orange juice ,biology ,Chemistry ,biology.organism_classification ,030104 developmental biology ,Corn stover ,Fermentation ,Single-cell protein ,Dietary Proteins ,Bacteria ,Biotechnology - Abstract
Livestock and fish farming are rapidly growing industries facing the simultaneous pressure of increasing production demands and limited protein required to produce feed. Bacteria that can convert low-value non-food waste streams into singe cell protein (SCP) present an intriguing route for rapid protein production. The oleaginous bacterium Rhodococcus opacus serves as a model organism for understanding microbial lipid production. SCP production has not been explored using an organism from this genus. In the present research, R. opacus strains DSM 1069 and PD630 were fed three agro-waste streams: (1) orange pulp, juice, and peel; (2) lemon pulp, juice, and peel; and (3) corn stover effluent, to determine if these low-cost substrates would be suitable for producing a value-added product, SCP for aquafarming or livestock feed. Both strains used agro-waste carbon sources as a growth substrate to produce protein-rich cell biomass suggesting that that R. opacus can be used to produce SCP using agro-wastes as low-cost substrates.
- Published
- 2018
34. Cell-wall properties contributing to improved deconstruction by alkaline pre-treatment and enzymatic hydrolysis in diverse maize (Zea maysL.) lines
- Author
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David B. Hodge, Shawn M. Kaeppler, Marlies Heckwolf, Jacob D. Crowe, Muyang Li, Timothy D. Magee, Natalia de Leon, and Daniel L. Williams
- Subjects
Physiology ,Plant Science ,maize ,Zea mays ,Ferulic acid ,Cell wall ,Hydrolysis ,chemistry.chemical_compound ,Cell Wall ,Enzymatic hydrolysis ,Botany ,Lignin ,pre-treatment ,Cellulose ,2. Zero hunger ,chemistry.chemical_classification ,Chemistry ,enzymatic hydrolysis ,food and beverages ,Xylan ,cell-wall recalcitrance ,Enzyme ,Biochemistry ,Biofuels ,plant cell-wall characterization ,human activities ,Research Paper - Abstract
Highlight This work investigated the relationship between cell-wall properties in diverse maize lines that contribute to the differences in enzymatic hydrolysis yields for both untreated and mild NaOH-pre-treated biomass., A maize (Zea mays L. subsp. mays) diversity panel consisting of 26 maize lines exhibiting a wide range of cell-wall properties and responses to hydrolysis by cellulolytic enzymes was employed to investigate the relationship between cell-wall properties, cell-wall responses to mild NaOH pre-treatment, and enzymatic hydrolysis yields. Enzymatic hydrolysis of the cellulose in the untreated maize was found to be positively correlated with the water retention value, which is a measure of cell-wall susceptibility to swelling. It was also positively correlated with the lignin syringyl/guaiacyl ratio and negatively correlated with the initial cell-wall lignin, xylan, acetate, and p-coumaric acid (pCA) content, as well as pCA released from the cell wall by pre-treatment. The hydrolysis yield following pre-treatment exhibited statistically significant negative correlations to the lignin content after pre-treatment and positive correlations to the solubilized ferulic acid and pCA. Several unanticipated results were observed, including a positive correlation between initial lignin and acetate content, lack of correlation between acetate content and initial xylan content, and negative correlation between each of these three variables to the hydrolysis yields for untreated maize. Another surprising result was that pCA release was negatively correlated with hydrolysis yields for untreated maize and, along with ferulic acid release, was positively correlated with the pre-treated maize hydrolysis yields. This indicates that these properties that may negatively contribute to the recalcitrance in untreated cell walls may positively contribute to their deconstruction by alkaline pre-treatment.
- Published
- 2015
35. Fractionation and Improved Enzymatic Deconstruction of Hardwoods with Alkaline Delignification
- Author
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Ryan J. Stoklosa and David B. Hodge
- Subjects
chemistry.chemical_classification ,Renewable Energy, Sustainability and the Environment ,Depolymerization ,technology, industry, and agriculture ,food and beverages ,macromolecular substances ,Pulp and paper industry ,Xylan ,chemistry.chemical_compound ,Hydrolysis ,chemistry ,Enzymatic hydrolysis ,Soda pulping ,Organic chemistry ,Lignin ,Cellulose ,Agronomy and Crop Science ,Energy (miscellaneous) ,Glucan - Abstract
In this work, an alkaline delignification was investigated for several industrially relevant hardwoods to understand the kinetics of xylan solubilization and degradation and the role of residual lignin content in setting cell wall recalcitrance to enzymatic hydrolysis. Between 34 and 50 % of the xylan was solubilized during the heat-up stage of the pretreatment and undergoes degradation, depolymerization, as well as substantial disappearance of the glucuronic acid substitutions on the xylan during the bulk delignification phase. An important finding is that substantial xylan is still present in the liquor without degradation. Cellulose hydrolysis yields in the range of 80 to 90 % were achievable within 24–48 h for the diverse hardwoods subjected to delignification by alkali at modest enzyme loadings. It was found that substantial delignification was not necessary to achieve these high hydrolysis yields and that hybrid poplar subjected to pretreatment removing only 46 % of the lignin was capable of reaching yields comparable to hybrid poplar pretreated to 67 or 86 % lignin removal. Decreasing the lignin content was found to increase the initial rate of cellulose hydrolysis to glucose while lignin contents under approximately 70 mg/g original biomass were found to slightly decrease the maximum extent of hydrolysis, presumably due to drying-induced cellulose aggregation and pore collapse. Pretreatments were performed on woodchips, which necessitated a “disintegration” step following pretreatment. This allowed the effect of comminution method to be investigated for the three hardwoods subjected to the highest level of delignification. It was found that additional knife-milling following distintegration did not impact either the rate or extent of glucan and xylan hydrolysis.
- Published
- 2015
36. Biobutanol production by Clostridium acetobutylicum using xylose recovered from birch Kraft black liquor
- Author
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Ulrika Rova, Magnus Sjöblom, David B. Hodge, Robert Nilsson, Rasika L. Kudahettige-Nilsson, and Jonas Helmerius
- Subjects
Birch wood Kraft black liquor ,Clostridium acetobutylicum ,Environmental Engineering ,Butanols ,Bioengineering ,Chemical Fractionation ,Xylose ,Lignin ,chemistry.chemical_compound ,Botany ,Hardwood ,Waste Management and Disposal ,Betula ,biology ,Renewable Energy, Sustainability and the Environment ,Chemistry ,Hydrolysis ,food and beverages ,General Medicine ,equipment and supplies ,biology.organism_classification ,Pulp and paper industry ,Xylan ,Carbon ,Biosynthetic Pathways ,carbohydrates (lipids) ,Biofuel ,Lignin precipitation ,Fermentation ,Fermentation inhibitors ,Detoxification ,Kraft paper ,Black liquor ,Biotechnology ,ABE fermentation - Abstract
Acetone–butanol–ethanol (ABE) fermentation was studied using acid-hydrolyzed xylan recovered from hardwood Kraft black liquor by CO2 acidification as the only carbon source. Detoxification of hydrolyzate using activated carbon was conducted to evaluate the impact of inhibitor removal and fermentation. Xylose hydrolysis yields as high as 18.4% were demonstrated at the highest severity hydrolysis condition. Detoxification using active carbon was effective for removal of both phenolics (76–81%) and HMF (38–52%). Batch fermentation of the hydrolyzate and semi-defined P2 media resulted in a total solvent yield of 0.12–0.13g/g and 0.34g/g, corresponding to a butanol concentration of 1.8–2.1g/L and 7.3g/L respectively. This work is the first study of a process for the production of a biologically-derived biofuel from hemicelluloses solubilized during Kraft pulping and demonstrates the feasibility of utilizing xylan recovered directly from industrial Kraft pulping liquors as a feedstock for biological production of biofuels such as butanol.
- Published
- 2015
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37. Relating Nanoscale Accessibility within Plant Cell Walls to Improved Enzyme Hydrolysis Yields in Corn Stover Subjected to Diverse Pretreatments
- Author
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Jacob D. Crowe, David B. Hodge, and Rachael A. Zarger
- Subjects
0106 biological sciences ,0301 basic medicine ,Hot Temperature ,01 natural sciences ,Lignin ,Zea mays ,Cell wall ,03 medical and health sciences ,Hydrolysis ,chemistry.chemical_compound ,Cellulase ,Cell Wall ,Polysaccharides ,010608 biotechnology ,Enzymatic hydrolysis ,medicine ,Organic chemistry ,Hydrogen peroxide ,Porosity ,Chemistry ,Chemical modification ,Water ,General Chemistry ,Hydrogen Peroxide ,Hydrogen-Ion Concentration ,Enzyme binding ,030104 developmental biology ,Glucose ,Chemical engineering ,Swelling ,medicine.symptom ,General Agricultural and Biological Sciences - Abstract
Simultaneous chemical modification and physical reorganization of plant cell walls via alkaline hydrogen peroxide or liquid hot water pretreatment can alter cell wall structural properties impacting nanoscale porosity. Nanoscale porosity was characterized using solute exclusion to assess accessible pore volumes, water retention value as a proxy for accessible water-cell walls surface area, and solute-induced cell wall swelling to measure cell wall rigidity. Key findings concluded that delignification by alkaline hydrogen peroxide pretreatment decreased cell wall rigidity and that the subsequent cell wall swelling resulted increased nanoscale porosity and improved enzyme binding and hydrolysis compared to limited swelling and increased accessible surface areas observed in liquid hot water pretreated biomass. The volume accessible to a 90 Å dextran probe within the cell wall was found to be correlated to both enzyme binding and glucose hydrolysis yields, indicating cell wall porosity is a key contributor to effective hydrolysis yields.
- Published
- 2017
38. Water sorption in pretreated grasses as a predictor of enzymatic hydrolysis yields
- Author
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David B. Hodge, Rebecca G. Ong, Jacob D. Crowe, and Danielle L Williams
- Subjects
0106 biological sciences ,Environmental Engineering ,Biomass ,Bioengineering ,02 engineering and technology ,Raw material ,Poaceae ,complex mixtures ,01 natural sciences ,Lignin ,Zea mays ,chemistry.chemical_compound ,Hydrolysis ,010608 biotechnology ,Enzymatic hydrolysis ,Hydrogen peroxide ,Waste Management and Disposal ,Chromatography ,Renewable Energy, Sustainability and the Environment ,food and beverages ,Water ,General Medicine ,021001 nanoscience & nanotechnology ,Biorefinery ,Corn stover ,chemistry ,Agronomy ,0210 nano-technology - Abstract
This work investigated the impact of two alkaline pretreatments, ammonia fiber expansion (AFEX) and alkaline hydrogen peroxide (AHP) delignification performed over a range of conditions on the properties of corn stover and switchgrass. Changes in feedstock properties resulting from pretreatment were subsequently compared to enzymatic hydrolysis yields to examine the relationship between enzymatic hydrolysis and cell wall properties. The pretreatments function to increase enzymatic hydrolysis yields through different mechanisms; AFEX pretreatment through lignin relocalization and some xylan solubilization and AHP primarily through lignin solubilization. An important outcome of this work demonstrated that while changes in lignin content in AHP-delignified biomass could be clearly correlated to improved response to hydrolysis, compositional changes alone in AFEX-pretreated biomass could not explain differences in hydrolysis yields. We determined the water retention value, which characterizes the association of water with the cell wall of the pretreated biomass, can be used to predict hydrolysis yields for all pretreated biomass within this study.
- Published
- 2017
39. Identification of developmental stage and anatomical fraction contributions to cell wall recalcitrance in switchgrass
- Author
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David B. Hodge, Nicholas Feringa, Brian B. Merritt, Cliff E. Foster, Jacob D. Crowe, Dayna Dines, Rebecca G. Ong, and Sivakumar Pattathil
- Subjects
0106 biological sciences ,0301 basic medicine ,Switchgrass ,Cell wall glycans ,lcsh:Biotechnology ,Biomass ,Management, Monitoring, Policy and Law ,Biology ,Polysaccharide ,01 natural sciences ,Applied Microbiology and Biotechnology ,lcsh:Fuel ,Cell wall ,03 medical and health sciences ,chemistry.chemical_compound ,lcsh:TP315-360 ,Enzymatic hydrolysis ,lcsh:TP248.13-248.65 ,Botany ,Lignin ,Biorefining ,Alkaline pretreatment ,Plant stem ,2. Zero hunger ,chemistry.chemical_classification ,Renewable Energy, Sustainability and the Environment ,Research ,fungi ,food and beverages ,Xylan ,030104 developmental biology ,General Energy ,chemistry ,Recalcitrance ,010606 plant biology & botany ,Biotechnology - Abstract
Background Heterogeneity within herbaceous biomass can present important challenges for processing feedstocks to cellulosic biofuels. Alterations to cell wall composition and organization during plant growth represent major contributions to heterogeneity within a single species or cultivar. To address this challenge, the focus of this study was to characterize the relationship between composition and properties of the plant cell wall and cell wall response to deconstruction by NaOH pretreatment and enzymatic hydrolysis for anatomical fractions (stem internodes, leaf sheaths, and leaf blades) within switchgrass at various tissue maturities as assessed by differing internode. Results Substantial differences in both cell wall composition and response to deconstruction were observed as a function of anatomical fraction and tissue maturity. Notably, lignin content increased with tissue maturity concurrently with decreasing ferulate content across all three anatomical fractions. Stem internodes exhibited the highest lignin content as well as the lowest hydrolysis yields, which were inversely correlated to lignin content. Confocal microscopy was used to demonstrate that removal of cell wall aromatics (i.e., lignins and hydroxycinnamates) by NaOH pretreatment was non-uniform across diverse cell types. Non-cellulosic polysaccharides were linked to differences in cell wall response to deconstruction in lower lignin fractions. Specifically, leaf sheath and leaf blade were found to have higher contents of substituted glucuronoarabinoxylans and pectic polysaccharides. Glycome profiling demonstrated that xylan and pectic polysaccharide extractability varied with stem internode maturity, with more mature internodes requiring harsher chemical extractions to remove comparable glycan abundances relative to less mature internodes. While enzymatic hydrolysis was performed on extractives-free biomass, extractible sugars (i.e., starch and sucrose) comprised a significant portion of total dry weight particularly in stem internodes, and may provide an opportunity for recovery during processing. Conclusions Cell wall structural differences within a single plant can play a significant role in feedstock properties and have the potential to be exploited for improving biomass processability during a biorefining process. The results from this work demonstrate that cell wall lignin content, while generally exhibiting a negative correlation with enzymatic hydrolysis yields, is not the sole contributor to cell wall recalcitrance across diverse anatomical fractions within switchgrass. Electronic supplementary material The online version of this article (doi:10.1186/s13068-017-0870-5) contains supplementary material, which is available to authorized users.
- Published
- 2017
40. Removal and upgrading of lignocellulosic fermentation inhibitors by in situ biocatalysis and liquid-liquid extraction
- Author
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Kyle J. Tomek, Timothy A. Whitehead, Fernando Peregrino Cordoba Velasquez, David B. Hodge, Tongjun Liu, and Carlos Rafael Castillo Saldarriaga
- Subjects
chemistry.chemical_classification ,Lignocellulosic biomass ,Bioengineering ,Hydroxycinnamic acid ,Applied Microbiology and Biotechnology ,p-Coumaric acid ,Ferulic acid ,chemistry.chemical_compound ,chemistry ,Organic chemistry ,Fermentation ,Phenols ,Guaiacol ,Mixed acid fermentation ,Biotechnology - Abstract
Hydroxycinnamic acids are known to inhibit microbial growth during fermentation of lignocellulosic biomass hydrolysates, and the ability to diminish hydroxycinnamic acid toxicity would allow for more effective biological conversion of biomass to fuels and other value-added products. In this work, we provide a proof-of-concept of an in situ approach to remove these fermentation inhibitors through constituent expression of a phenolic acid decarboxylase combined with liquid-liquid extraction of the vinyl phenol products. As a first step, we confirmed using simulated fermentation conditions in two model organisms, Escherichia coli and Saccharomyces cerevisiae, that the product 4-vinyl guaiacol is more inhibitory to growth than ferulic acid. Partition coefficients of ferulic acid, p-coumaric acid, 4-vinyl guaiacol, and 4-ethyl phenol were measured for long-chain primary alcohols and alkanes, and tetradecane was identified as a co-solvent that can preferentially extract vinyl phenols relative to the acid parent and additionally had no effect on microbial growth rates or ethanol yields. Finally, E. coli expressing an active phenolic acid decarboxylase retained near maximum anaerobic growth rates in the presence of ferulic acid if and only if tetradecane was added to the fermentation broth. This work confirms the feasibility of donating catabolic pathways into fermentative microorganisms in order to ameliorate the effects of hydroxycinnamic acids on growth rates, and suggests a general strategy of detoxification by simultaneous biological conversion and extraction.
- Published
- 2014
41. Novel two-stage fermentation process for bioethanol production usingSaccharomyces pastorianus
- Author
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Sarah W. Harcum, David B. Hodge, Kristen P. Miller, Yogender Kumar Gowtham, and J. Michael Henson
- Subjects
Xylose isomerase ,Xylose ,Panicum ,Saccharomyces ,chemistry.chemical_compound ,Bioreactors ,Escherichia coli ,Hemicellulose ,Ethanol fuel ,Biomass ,Food science ,Ethanol ,biology ,food and beverages ,biology.organism_classification ,Saccharomyces pastorianus ,Glucose ,Corn stover ,chemistry ,Biochemistry ,Biofuels ,Fermentation ,Biotechnology - Abstract
Bioethanol produced from lignocellulosic materials has the potential to be economically feasible, if both glucose and xylose released from cellulose and hemicellulose can be efficiently converted to ethanol. Saccharomyces spp. can efficiently convert glucose to ethanol; however, xylose conversion to ethanol is a major hurdle due to lack of xylose-metabolizing pathways. In this study, a novel two-stage fermentation process was investigated to improve bioethanol productivity. In this process, xylose is converted into biomass via non-Saccharomyces microorganism and coupled to a glucose-utilizing Saccharomyces fermentation. Escherichia coli was determined to efficiently convert xylose to biomass, which was then killed to produce E. coli extract. Since earlier studies with Saccharomyces pastorianus demonstrated that xylose isomerase increased ethanol productivities on pure sugars, the addition of both E. coli extract and xylose isomerase to S. pastorianus fermentations on pure sugars and corn stover hydrolysates were investigated. It was determined that the xylose isomerase addition increased ethanol productivities on pure sugars but was not as effective alone on the corn stover hydrolysates. It was observed that the E. coli extract addition increased ethanol productivities on both corn stover hydrolysates and pure sugars. The ethanol productivities observed on the corn stover hydrolysates with the E. coli extract addition was the same as observed on pure sugars with both E. coli extract and xylose isomerase additions. These results indicate that the two-stage fermentation process has the capability to be a competitive alternative to recombinant Saccharomyces cerevisiae-based fermentations.
- Published
- 2014
42. Identification of features associated with plant cell wall recalcitrance to pretreatment by alkaline hydrogen peroxide in diverse bioenergy feedstocks using glycome profiling
- Author
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Muyang Li, Michael G. Hahn, David B. Hodge, and Sivakumar Pattathil
- Subjects
Cell wall ,chemistry.chemical_compound ,Corn stover ,Biochemistry ,chemistry ,Bioenergy ,General Chemical Engineering ,Hybrid poplar ,Botany ,General Chemistry ,Herbaceous plant ,Hydrogen peroxide ,Glycome - Abstract
Glycome profiling was used to provide insight into the structural basis for how a mild alkaline-oxidative pretreatment may impact the composition and structural organization of the cell walls taxonomically diverse plants.
- Published
- 2014
43. Impacts of delignification and hot water pretreatment on the water induced cell wall swelling behavior of grasses and its relation to cellulolytic enzyme hydrolysis and binding
- Author
-
Daniel L. Williams and David B. Hodge
- Subjects
Enzyme binding ,chemistry.chemical_compound ,Corn stover ,Chromatography ,Polymers and Plastics ,Chemistry ,Enzymatic hydrolysis ,food and beverages ,Biomass ,Lignin ,Dynamic vapor sorption ,Water binding ,Hydrogen peroxide - Abstract
The relationships between biomass composition, water retention value (WRV), settling volume and enzymatic glucose yield and enzyme binding is investigated in this work by employing grasses pretreated with combinations of alkaline hydrogen peroxide (AHP) delignification and liquid hot water pretreatment that result in significant alterations of cell wall properties and subsequent enzymatic hydrolysis yields. Specifically, these cell wall treatments are performed on corn stover and switchgrass to generate material with a range of lignin (6–35 %) and xylan (2–28 %) contents as well as a range of other properties such as carboxylic acid content, water binding affinity and swellability. It was determined that WRV and settling volume are predictors of glucose yield (R2 = 0.900 and 0.895 respectively) over the range of materials and treatment conditions used. It was also observed that mild AHP delignification can result in threefold increases in the WRV. Dynamic vapor sorption isotherms demonstrated that AHP-delignified corn stover exhibited an increased affinity for water sorption from the vapor phase relative to untreated corn stover. These results indicate that these water properties may be useful proxies for biomass susceptibility to enzymatic deconstruction.
- Published
- 2013
44. Techno-economic comparison of centralized versus decentralized biorefineries for two alkaline pretreatment processes
- Author
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Leonardo da Costa Sousa, David B. Hodge, Daniel L. Williams, Nirmal Uppugundla, Ryan J. Stoklosa, Bruce E. Dale, Venkatesh Balan, and Andrea Orjuela
- Subjects
0106 biological sciences ,Environmental Engineering ,020209 energy ,Biomass ,Bioengineering ,02 engineering and technology ,01 natural sciences ,Zea mays ,Ammonia ,chemistry.chemical_compound ,010608 biotechnology ,Enzymatic hydrolysis ,0202 electrical engineering, electronic engineering, information engineering ,Sodium Hydroxide ,Hydrogen peroxide ,Sugar ,Waste Management and Disposal ,Waste management ,Ethanol ,Renewable Energy, Sustainability and the Environment ,Chemistry ,Hydrolysis ,Monosaccharides ,General Medicine ,Hydrogen Peroxide ,Biorefinery ,Enzymes ,Corn stover ,Cellulosic ethanol ,Costs and Cost Analysis ,Plant Shoots ,Biotechnology - Abstract
In this work, corn stover subjected to ammonia fiber expansion (AFEX™)1 pretreatment or alkaline pre-extraction followed by hydrogen peroxide post-treatment (AHP pretreatment) were compared for their enzymatic hydrolysis yields over a range of solids loadings, enzymes loadings, and enzyme combinations. Process techno-economic models were compared for cellulosic ethanol production for a biorefinery that handles 2000tons per day of corn stover employing a centralized biorefinery approach with AHP or a de-centralized AFEX pretreatment followed by biomass densification feeding a centralized biorefinery. A techno-economic analysis (TEA) of these scenarios shows that the AFEX process resulted in the highest capital investment but also has the lowest minimum ethanol selling price (MESP) at $2.09/gal, primarily due to good energy integration and an efficient ammonia recovery system. The economics of AHP could be made more competitive if oxidant loadings were reduced and the alkali and sugar losses were also decreased.
- Published
- 2016
45. Isolation and Characterization of Organosolv and Alkaline Lignins from Hardwood and Softwood Biomass
- Author
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Christos Nitsos, Claudia Crestini, Dimitrij Vörös, Ryan J. Stoklosa, David B. Hodge, Anthi Karnaouri, Ulrika Rova, Paul Christakopoulos, Heikko Lange, Nitsos, Christo, Stoklosa, Ryan, Karnaouri, Anthi, Vörös, Dimitrij, Lange, Heiko, Hodge, David, Crestini, Claudia, Rova, Ulrika, Christakopoulos, Paul, Nitsos, C, Stoklosa, R, Karnaouri, A, Voros, D, Lange, H, Hodge, D, Crestini, C, Rova, U, and Christakopoulos, P
- Subjects
Alkaline ,Softwood ,General Chemical Engineering ,Organosolv ,Biomass ,02 engineering and technology ,Fractionation ,Lignin ,complex mixtures ,01 natural sciences ,chemistry.chemical_compound ,Hardwood ,Environmental Chemistry ,Organic chemistry ,Chemical Engineering (all) ,Pretreatment ,Chemistry (all) ,Renewable Energy, Sustainability and the Environment ,Renewable Energy ,Dissolution ,Settore CHIM/03 - Chimica Generale e Inorganica ,Sustainability and the Environment ,010405 organic chemistry ,Chemistry ,food and beverages ,General Chemistry ,Carbohydrate ,021001 nanoscience & nanotechnology ,0104 chemical sciences ,Lignin, Alkaline, Organosolv, Pretreatment, Fractionation, Bioma ,0210 nano-technology ,Nuclear chemistry - Abstract
Isolation of lignins from hardwood and softwood biomass samples, containing 26.1% and 28.1% lignin, respectively, has been performed with the use of alkaline and organosolv pretreatment methods. The effect of catalyst loading, ethanol content, particle size, and pretreatment time on the yields and properties of the isolated lignins were investigated. Alkaline lignins had higher carbohydrate content - up to 30% - and exhibited higher molecular weights in the range of 3000 Da, with a maximum phenolic hydroxyl content of 1 mmol g−1 for birch and 2 mmol g−1 for spruce. Organosolv lignins, on the other hand, showed high purity - 93% or higher - despite the more extensive biomass dissolution into the pretreatment medium; they also exhibited a lower range of molecular weights between 600 and 1600 Da depending on the source and pretreatment conditions. Due to the lower molecular weight, phenolic hydroxyl content was also increased, reaching as high as 4 mmol g−1 with a simultaneous decrease in aliphatic hydroxyl content as low as 0.6 mmol g−1. Efficient lignin dissolution of 62% for spruce and 69% for birch, achieved at optimal pretreatment conditions, was combined with extensive hemicellulose removal.
- Published
- 2016
46. Extraction, Recovery, and Characterization of Hardwood and Grass Hemicelluloses for Integration into Biorefining Processes
- Author
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Ryan J. Stoklosa and David B. Hodge
- Subjects
Maple ,Chemistry ,General Chemical Engineering ,Extraction (chemistry) ,General Chemistry ,engineering.material ,Pulp and paper industry ,Industrial and Manufacturing Engineering ,Hybrid poplar ,Hardwood ,engineering ,Cultivar ,Biorefining ,Sugar - Abstract
For this work, four hardwoods (silver birch, sugar maple, a hybrid poplar, and a hybrid aspen) and one cultivar of switchgrass were treated with increasing levels of NaOH. The recovered cell wall b...
- Published
- 2012
47. Growth promotive conditions for enhanced eritadenine production during submerged cultivation of Lentinus edodes
- Author
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Kris A. Berglund, Josefine Enman, David B. Hodge, and Ulrika Rova
- Subjects
Growth promoting ,biology ,Renewable Energy, Sustainability and the Environment ,Chemistry ,business.industry ,General Chemical Engineering ,Organic Chemistry ,Biomass ,equipment and supplies ,biology.organism_classification ,Pollution ,Biotechnology ,Inorganic Chemistry ,Fuel Technology ,Blood cholesterol ,Bioreactor ,Lentinus ,Potential source ,Food science ,Eritadenine ,business ,Waste Management and Disposal ,Mycelium - Abstract
BACKGROUND: Mycelium of the medicinal mushroom shiitake, Lentinus edodes, is a potential source for production of the blood cholesterol reducing compound eritadenine. To increase the mycelial biomass and in turn the production of eritadenine, a potential growth promoting substance in the form of a water extract of distillers dried grains with solubles (DDGS) was added to the culture media. RESULTS: The hot water extract of DDGS was shown to considerably increase the growth of shiitake mycelia in bioreactor cultivations; the mycelial yield was 2–3 times higher than in the control, and the highest final biomass concentration obtained was 3.4 g L−1. Further, by using shake flask cultures as inoculums the bioreactor cultivation time could be reduced by 1 week for some of the experiments. The highest final titer of eritadenine in the present study was 25.1 mg L−1, which was about 2 times higher than in the control, and was also obtained when a water extract of DDGS was added to the culture medium. CONCLUSION: It was demonstrated that a water extract of DDGS promoted the growth of shiitake mycelia in bioreactor cultivations, along with enhanced eritadenine production. Copyright © 2012 Society of Chemical Industry
- Published
- 2012
48. Impact of hemicellulose pre-extraction for bioconversion on birch Kraft pulp properties
- Author
-
David B. Hodge, Jonas Helmerius, Kris A. Berglund, Jonas Vinblad von Walter, and Ulrika Rova
- Subjects
Paper ,Hot Temperature ,Environmental Engineering ,Bioengineering ,engineering.material ,Xylose ,chemistry.chemical_compound ,Polysaccharides ,Tensile Strength ,Ultimate tensile strength ,Hemicellulose ,White liquor ,Waste Management and Disposal ,Betula ,Waste management ,Renewable Energy, Sustainability and the Environment ,Pulp (paper) ,Solid Phase Extraction ,food and beverages ,General Medicine ,Pulp and paper industry ,Wood ,chemistry ,Kraft process ,Soda pulping ,engineering ,Kraft paper - Abstract
The combination of hemicellulose extraction with chemical pulping processes is one approach to generate a sugar feedstock amenable to biochemical transformation to fuels and chemicals. Extractions of hemicellulose from silver birch (Betula pendula) wood chips using either water or Kraft white liquor (NaOH, Na(2)S, and Na(2)CO(3)) were performed under conditions compatible with Kraft pulping, using times ranging between 20 and 90 min, temperatures of 130-160 degrees C, and effective alkali (EA) charges of 0-7%. The chips from select extractions were subjected to subsequent Kraft pulping and the refined pulps were made into handsheets. Several metrics for handsheet strength properties were compared with a reference pulp made without an extraction step. This study demonstrated that white liquor can be utilized to extract xylan from birch wood chips prior to Kraft cooking without decreasing the pulp yield and paper strength properties, while simultaneously impregnating cooking alkali into the wood chips. However, for the alkaline conditions tested extractions above pH 10 resulted in low concentrations of xylan. Water extractions resulted in the highest final concentrations of xylan; yielding a liquor without the presence of toxic or inhibitory inorganics and minimal soluble aromatics that we demonstrate can be successfully enzymatically hydrolyzed to monomeric xylose and fermented to succinic acid. However, water extractions were found to negatively impact some pulp properties including decreases in compression strength, bursting strength, tensile strength, and tensile stiffness while exhibiting minimal impact on elongation and slight improvement in tearing strength index.
- Published
- 2010
49. Detoxification requirements for bioconversion of softwood dilute acid hydrolyzates to succinic acid
- Author
-
Kris A. Berglund, David B. Hodge, Ulrika Rova, and Christian Andersson
- Subjects
Bioconversion ,Lignocellulosic biomass ,Bioengineering ,Sulfuric acid ,Applied Microbiology and Biotechnology ,Biochemistry ,Hydrolysate ,chemistry.chemical_compound ,chemistry ,Succinic acid ,medicine ,Organic chemistry ,Fermentation ,Food science ,Sugar ,Biotechnology ,Activated carbon ,medicine.drug - Abstract
In this work an Escherichia coli metabolically engineered to ferment lignocellulosic biomass sugars to succinic acid was tested for growth and fermentation of detoxified softwood dilute sulfuric acid hydrolyzates, and the minimum detoxification requirements were investigated with activated carbon and/or overliming treatments. Detoxified hydrolyzates supported fast growth and complete fermentation of all hydrolyzate sugars to succinate at yields comparable to pure sugar, while untreated hydrolyzates were unable to support either growth or fermentation. Activated carbon treatment was able to remove significantly more HMF and phenolics than overliming. However, in some cases, overliming treatment was capable of generating a fermentable hydrolyzate where activated carbon treatment was not. The implications of this are that in addition to the known organic inhibitors, the changes in the inorganic content and/or composition due to overliming are significant to the hydrolyzate toxicity. It was also found that any HMF remaining after detoxification was completely metabolized during aerobic cell growth on the hydrolyzates that were capable of supporting growth.
- Published
- 2009
50. Inhibition of succinic acid production in metabolically engineeredEscherichia coliby neutralizing agent, organic acids, and osmolarity
- Author
-
Kris A. Berglund, Jonas Helmerius, David B. Hodge, Christian Andersson, and Ulrika Rova
- Subjects
Osmotic shock ,Potassium Compounds ,Carbonates ,Succinic Acid ,Alkalies ,Biology ,medicine.disease_cause ,Metabolic engineering ,chemistry.chemical_compound ,Escherichia coli ,Hydroxides ,medicine ,Sodium Hydroxide ,Viability assay ,Osmotic concentration ,Osmolar Concentration ,Gene Expression Regulation, Bacterial ,biology.organism_classification ,chemistry ,Biochemistry ,Succinic acid ,Product inhibition ,Ammonium Hydroxide ,Fermentation ,Potassium ,Acids ,Bacteria ,Biotechnology - Abstract
The economical viability of biochemical succinic acid production is a result of many processing parameters including final succinic acid concentration, recovery of succinate, and the volumetric productivity. Maintaining volumetric productivities2.5 g L(-1) h(-1) is important if production of succinic acid from renewable resources should be competitive. In this work, the effects of organic acids, osmolarity, and neutralizing agent (NH4OH, KOH, NaOH, K2CO3, and Na2CO3), and Na2CO3) on the fermentative succinic acid production by Escherichia coli AFP184 were investigated. The highest concentration of succinic acid, 77 g L(-1), was obtained with Na2CO3. In general, irrespective of the base used, succinic acid productivity per viable cell was significantly reduced as the concentration of the produced acid increased. Increased osmolarity resulting from base addition during succinate production only marginally affected the productivity per viable cell. Addition of the osmoprotectant glycine betaine to cultures resulted in an increased aerobic growth rate and anaerobic glucose consumption rate, but decreased succinic acid yield. When using NH4OH productivity completely ceased at a succinic acid concentration of approximately 40 g L(-1). Volumetric productivities remained at 2.5 g L(-1) h(-1) for up to 10 h longer when K- or Na-bases where used instead of NH4OH. The decrease in cellular succinic acid productivity observed during the anaerobic phase was found to be due to increased organic acid concentrations rather than medium osmolarity.
- Published
- 2009
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