Direct Microbial Conversion of Biomass to Advanced Biofuels
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'Direct Microbial Conversion of Biomass to Advanced Biofuels' is a stylized text that is rich in both the basic and applied sciences. It provides a higher level summary of the most important aspects of the topic, addressing critical problems solved by deep science.
Expert users will find new, critical methods that can be applied to their work, detailed experimental plans, important outcomes given for illustrative problems, and conclusions drawn for specific studies that address broad based issues.
A broad range of readers will find this to be a comprehensive, informational text on the subject matter, including experimentalists and even CEOs deciding on new business directions.
- Describes an important new field in biotechnology, the consolidated conversion of lignocellulosic feedstocks to advanced fuels
- Up-to-date views of promising technologies used in the production of advanced biofuels
- Presents the newest ideas, well-designed experiments, and outcomes
- Provides outstanding illustrations from NREL and contributing researchers
- Contains contributions from leaders in the field that provide numerous examples and insights into the most important aspects of the topic
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Direct Microbial Conversion of Biomass to Advanced Biofuels - Michael E Himmel
Direct Microbial Conversion of Biomass to Advanced Biofuels
Editor
Michael E. Himmel
Biosciences Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Table of Contents
Cover image
Title page
Copyright
Contributors
Foreword
Part 1. Direct Microbial Conversion ofBiomass to Advanced Biofuels
Chapter 1. Feedstock Engineering and Biomass Pretreatments: New Views for a Greener Biofuels Process
Feedstock Engineering Aiming to Provide More Pretreatable and Digestable Biomass
In Planta Engineering for Reduced Recalcitrance Traits
Mild and Green Pretreatments of Biomass for Lower Toxicity in Lignocellulosic Hydrolysates and Solid Residues
A New Concept of Tailored Chemoprocessing for Individual Microorganisms
Building Unified Chemobiomass Databases and Libraries of Chemicals
Conclusions
Chapter 2. Hydrocarbon Biosynthesis in Microorganisms
Introduction
Microbiology and Hydrocarbon Products
Enzymes and Mechanisms of Hydrocarbon Biosynthesis
Aldehyde Deformylating Oxygenase (Formerly Decarbonylase)
Alpha Olefins via Cytochrome P450
Alpha Olefins via a Polyketide-Type Pathway
Conclusions
Chapter 3. Perspectives on Process Analysis for Advanced Biofuel Production
Introduction
Aerobic Bioprocess
Aerobic Bioprocess Discussion
Anaerobic Bioprocess
Consolidated Bioprocessing
Data Gaps, Uncertainties, and Research Needs
Conclusion
Part 2. Biomass Structure andRecalcitrance
Chapter 4. Tailoring Plant Cell Wall Composition and Architecture for Conversion to Liquid Hydrocarbon Biofuels
Biomass Feedstocks are Already an Abundant Resource
Chemical Structure and Physical Properties of Lignocellulosic Biomass
Biochemical, Chemical and Pyrolytic Conversion Pathways Provide Alternative Routes to Fuels
Tailoring Biomass for Downstream Conversion Processes
Adding Value to Plant Biomass Through Modification of Lignin
Redesigning Cellulose Microfibrils for Ease of Disassembly
Modification of Accessory Proteins for Altering Cellulose Microfibril Structure
Modifying Xylan Composition and Architecture in the Interstitial Space
Modulating Gene Expression Networks to Alter Lignin and Carbohydrate Composition and Architecture
Conclusions
Chapter 5. Processive Cellulases
Chapter 6. Bacterial AA10 Lytic Polysaccharide Monooxygenases Enhance the Hydrolytic Degradation of Recalcitrant Substrates
Substrate Recalcitrance and Cellulase Mixtures
Lytic Polysaccharide Monooxygenases
Conclusion
Chapter 7. New Insights into Microbial Strategies for Biomass Conversion
Introduction
Distinct Enzyme Synergy Paradigms in Cellulolytic Microorganisms
New Cellulose Digestion Strategies Promoting Interspecies Synergism
Future Perspective
Chapter 8. New Paradigms for Engineering Plant Cell Wall Degrading Enzymes
Introduction
Engineering of Single Enzymes
Cellulosome Engineering
Multifunctional Enzyme Design
Cell Wall-Anchored Paradigms
Reflections and Perspectives
Part 3. Fuels from Fungi and Yeast
Chapter 9. Expression of Fungal Hydrolases in Saccharomyces cerevisiae
Introduction
Cellulose and Hemicellulose Structure and Hydrolysis
Expression of Fungal Cellulases in Saccharomyces cerevisiae
Expression of Xylan Hydrolases in Saccharomyces cerevisiae
Expression of Mannan Hydrolases in Saccharomyces cerevisiae
Discussion
Chapter 10. Identification of Genetic Targets to Improve Lignocellulosic Hydrocarbon Production in Trichoderma reesei Using Public Genomic and Transcriptomic Datasets
Background
Materials and Methods
Results and Discussions
Conclusions and Perspectives
Chapter 11. Production of Ethanol from Engineered Trichoderma reesei
Introduction
Trichoderma reesei Produce Ethanol from Biomass Sugars
The pH during Fermentation Affects Ethanol Yield
Sugar Used during Growth Phase Affects Xylose Fermentation
Direct Conversion of Cellulose to Ethanol
Enhancing Ethanol Synthesis by Metabolic Engineering
Discussion
Chapter 12. Remaining Challenges in the Metabolic Engineering of Yeasts for Biofuels
Introduction—Yeasts as the Catalyst for Biomass Consumption and Biofuel Production
Metabolic Engineering—An Overview
Enzyme and Pathway Engineering
Gene Expression Engineering
Engineering the Metabolic Network—Classical Strain Engineering and Systems Biology
Computational Tools—Predictive Models for Metabolic Engineering
Beyond Glucose
Beyond Bioethanol
Beyond Current Capability
Beyond Saccharomyces cerevisiae
Beyond Current Yield, Titers, and Production Rates
Conclusion
Part 4. Fuels from Bacteria
Chapter 13. New Tools for the Genetic Modification of Industrial Clostridia
Introduction
Transfer of Exogenous Genetic Material
Clostridial Vector Systems
Forward Genetics by Random Mutagenesis
Reverse Genetics
Other Advanced Genetic Tools
Conclusion
Chapter 14. Outlook for the Production of Butanol from Cellulolytic Strains of Clostridia
Introduction
Cellulolytic Clostridia and the Cellulosome
Microbial n-Butanol- and Isobutanol-Producing Pathways
Progress toward Butanol CBP in Cellulolytic Clostridia
Conclusions
Chapter 15. Influence of Particle Size on Direct Microbial Conversion of Hot Water-Pretreated Poplar by Clostridium thermocellum
Introduction
Materials and Methods
Results
Conclusion
Chapter 16. Clostridium thermocellum: Engineered for the Production of Bioethanol
Biotechnological Interest in Clostridium thermocellum
C. thermocellum Characteristics
Ecology and Isolates
Physiology, Metabolism, and Ethanol Tolerance
Genome Sequences
Transcriptomics and Proteomics
C. thermocellum Genetic Tools and Metabolic Engineering
Outlook
Chapter 17. Omics Approaches for Designing Biofuel Producing Cocultures for Enhanced Microbial Conversion of Lignocellulosic Substrates
Introduction
Synergistic Cocultures for Fermentation of Lignocellulosic Substrates
Predicting Synergistic Cocultures
Conclusions
Chapter 18. Engineering Synthetic Microbial Consortia for Consolidated Bioprocessing of Ligonocellulosic Biomass into Valuable Fuels and Chemicals
Introduction
Engineering Single Microorganisms to Enable CBP
Engineered Synthetic Microbial Consortia for CBP
Emerging Methods for Designing and Regulating Synthetic Microbial Consortia
Concluding Remarks
Chapter 19. A Route from Biomass to Hydrocarbons via Depolymerization and Decarboxylation of Microbially Produced Polyhydroxybutyrate
Introduction
Experimental Section
Results and Discussion
Conclusions
Index
Copyright
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ISBN: 978-0-444-59592-8
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Contributors
Hal S. Alper
Department of Chemical Engineering, The University of Texas at Austin, Austin, Texas, USA
Institute for Cellular and Molecular Biology, The University of Texas at Austin, Austin, Texas, USA
Edward A. Bayer, Department of Biological Chemistry, The Weizmann Institute of Science, Rehovot, Israel
Mary J. Biddy, National Bioenergy Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Yannick J. Bomble, Biosciences Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Steven D. Brown
Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN, USA
Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee, Knoxville, TN, USA
Roman Brunecky, Biosciences Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Nicholas C. Carpita, Purdue University, Botany and Plant Pathology, West Lafayette, IN, USA
Ryan E. Davis, National Bioenergy Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
R. den Haan, Department of Biotechnology, University of the Western Cape, Bellville, South Africa
Bryon S. Donohoe, Biosciences Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Christopher K. Dugard, Purdue University, Botany and Plant Pathology, West Lafayette, IN, USA
Muhammad Ehsaan, Clostridia Research Group, Centre for Biomolecular Sciences, BBSRC Sustainable Bioenergy Centre, Nottingham Digestive Diseases Centre NIHR Biomedical Research Unit, School of Life Sciences, University of Nottingham, University Park, Nottingham, UK
Adam M. Guss
Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN, USA
Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee, Knoxville, TN, USA
Michael E. Himmel, Biosciences Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Sarah E. Hobdey, Biosciences Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Rumana Islam, Department of Biosystems Engineering, University of Manitoba, Winnipeg MB, Canada
David K. Johnson, Biosciences Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Katalin Kovács, Clostridia Research Group, Centre for Biomolecular Sciences, BBSRC Sustainable Bioenergy Centre, Nottingham Digestive Diseases Centre NIHR Biomedical Research Unit, School of Life Sciences, University of Nottingham, University Park, Nottingham, UK
Nathan Kruer-Zerhusen, Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, USA
Wouter Kuit, Clostridia Research Group, Centre for Biomolecular Sciences, BBSRC Sustainable Bioenergy Centre, Nottingham Digestive Diseases Centre NIHR Biomedical Research Unit, School of Life Sciences, University of Nottingham, University Park, Nottingham, UK
D.C. la Grange, Department of Biochemistry, Microbiology and Biotechnology, University of Limpopo, Sovenga, South Africa
Sadhana Lal, Department of Biosystems Engineering, University of Manitoba, Winnipeg MB, Canada
Sun-Mi Lee
Department of Chemical Engineering, The University of Texas at Austin, Austin, Texas, USA
Clean Energy Research Center, Korea Institute of Science and Technology, Seongbuk-gu, Korea
David B. Levin, Department of Biosystems Engineering, University of Manitoba, Winnipeg MB, Canada
James C. Liao, Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, California, USA
Xiaoxia N. Lin, Department of Chemical Engineering, University of Michigan, Ann Arbor, MI, USA
Maureen C. McCann, Purdue University, Biological Sciences, West Lafayette, IN, USA
Nigel P. Minton, Clostridia Research Group, Centre for Biomolecular Sciences, BBSRC Sustainable Bioenergy Centre, Nottingham Digestive Diseases Centre NIHR Biomedical Research Unit, School of Life Sciences, University of Nottingham, University Park, Nottingham, UK
Jeremy J. Minty, Department of Chemical Engineering, University of Michigan, Ann Arbor, MI, USA
Ashutosh Mittal, Biosciences Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Luc Moens, National Bioenergy Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Sarah Moraïs, Department of Biological Chemistry, The Weizmann Institute of Science, Rehovot, Israel
Riffat Munir, Department of Biosystems Engineering, University of Manitoba, Winnipeg MB, Canada
Jessica Olstad, National Bioenergy Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Bryan W. Penning, Purdue University, Biological Sciences, West Lafayette, IN, USA
Heidi Pilath, National Bioenergy Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Umesh Ramachandran, Department of Biosystems Engineering, University of Manitoba, Winnipeg MB, Canada
S.H. Rose, Department of Microbiology, University of Stellenbosch, Stellenbosch, South Africa
Kyle B. Sander
Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
BioEnergy Science Center, Oak Ridge National Laboratory, Oak Ridge, TN, USA
Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee, Knoxville, TN, USA
Christopher J. Scarlata, National Bioenergy Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
John Schellenberg, Department of Microbiology, University of Manitoba, Winnipeg MB, Canada
Katrin Schwarz, Clostridia Research Group, Centre for Biomolecular Sciences, BBSRC Sustainable Bioenergy Centre, Nottingham Digestive Diseases Centre NIHR Biomedical Research Unit, School of Life Sciences, University of Nottingham, University Park, Nottingham, UK
Arjun Singh, National Bioenergy Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Richard Sparling, Department of Microbiology, University of Manitoba, Winnipeg MB, Canada
Jennifer L. Takasumi, Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, California, USA
Eric C.D. Tan, National Bioenergy Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Ling Tao, National Bioenergy Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Melvin P. Tucker, National Bioenergy Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
W.H. van Zyl, Department of Microbiology, University of Stellenbosch, Stellenbosch, South Africa
Tobin J. Verbeke, Department of Microbiology, University of Manitoba, Winnipeg MB, Canada
Todd B. Vinzant, Biosciences Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Lawrence P. Wackett, Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN, USA
Wei Wang, Biosciences Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Hui Wei, Biosciences Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Carrie M. Wilmot, Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN, USA
David B. Wilson, Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, USA
Klaus Winzer, Clostridia Research Group, Centre for Biomolecular Sciences, BBSRC Sustainable Bioenergy Centre, Nottingham Digestive Diseases Centre NIHR Biomedical Research Unit, School of Life Sciences, University of Nottingham, University Park, Nottingham, UK
Edward J. Wolfrum, National Bioenergy Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Chia-Wei Wu, Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
Qi Xu, Biosciences Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Shihui Yang, National Bioenergy Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
John M. Yarbrough, Biosciences Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Eric M. Young, Department of Chemical Engineering, The University of Texas at Austin, Austin, Texas, USA
Min Zhang, National Bioenergy Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Ying Zhang, Clostridia Research Group, Centre for Biomolecular Sciences, BBSRC Sustainable Bioenergy Centre, Nottingham Digestive Diseases Centre NIHR Biomedical Research Unit, School of Life Sciences, University of Nottingham, University Park, Nottingham, UK
Foreword
The outlook for affordable next-generation or advanced fuels from biomass is as complex and multidimensional as are the possible routes for its attainment. Advanced biofuel is defined as follows by the Cornell University Law School’s Legal Information Institute: The term ‘advanced biofuel’ means fuel derived from renewable biomass other than corn kernel starch.
Direct microbial conversion (DMC), also referred to as consolidated bioprocessing, is a promising biomass processing strategy originally introduced by Professor L. Lynd (Dartmouth College) because it reduces process complexity and energy input requirements compared with classical simultaneous saccharification and fermentation. Although a powerful strategy, DMC is currently limited by three key process engineering and scientific considerations: (1) the titers of biomass-degrading enzymes produced by aerobic, non-naturally cellulolytic DMC microorganisms have not yet reached that of dedicated enzyme production hosts; (2) aerobic DMC production pathways, required primarily for high-yield biosynthesis of hydrocarbons and lipids, may be difficult to economically scale up to large volumes (e.g., >1 ML aerobic bioreactors) because of challenging gas–liquid mass transfer requirements at such scales; and (3) metabolic pathways in anaerobic, naturally cellulolytic DMC microbes are not optimized for fuel production. For example, it is not known if for DMC processes cellulase titers must rival the ultra-high levels obtainable by dedicated enzyme production strains. One envisioned process scheme for a DMC-capable fungus or yeast would be a high volumetric inoculation into an aerobic culture containing biomass slurry to produce sufficient hydrolytic enzymes, followed by forced anaerobiosis for fermentation of the biomass sugars to ethanol or related products. Another DMC process scheme envisions large-scale anaerobic cultures of primarily cellulolytic thermophiles engineered to produce ethanol or butanol at economically relevant titers. Moreover, to date, highly reduced, deoxygenated products requiring cellular respiration (Krebs cycle) for their production have been produced only in modest titers and scales; challenges also remain in economically recovering such products.
To outline the current state of the art, this book is composed of three sections. First, overviews of the benefits from consolidated fermentations are discussed in the context of green processes (Wei et al., Chapter 1), followed by a detailed review of microbial hydrocarbon production (Wackett et al., Chapter 2) and then by a technoeconomic analysis of advanced biofuels production (Scarlata et al., Chapter 3). In the second section, Biomass Structure and Recalcitrance, the outlook for engineering biomass for advanced fuels production is presented (McCann et al., Chapter 4), which sets the stage for four reviews highlighting recent advances in understanding and engineering improved cellulase enzymes (Wilson, Kruer-Zerhusen, and Wilson; Hobdey et al., and Morais et al., Chapters 5–8, respectively). In the third section, Fuels from Fungi and Yeast, van Zyl et al. review advances in engineering cellulase production in yeast (Chapter 9), followed by Chapters by Yang et al. and Xu et al., Chapters 10 and 11, respectively, discussing the suitability of the cellulolytic fungus, Trichoderma reesei, as a DMC host. In Chapter 12 by Lee et al., metabolic engineering challenges for yeasts are presented. In the final section, Fuels from Bacteria, Schwarz et al. (Chapter 13) discuss in considerable detail the recent development and outlook for new tools for genetic manipulation of Clostridia. On a related topic, Takasumi and Liao present the outlook specifically for butanol production from cellulolytic Clostridia in Chapter 14. Yarbrough et al. (Chapter 15) next report the effects of particle size on DMC of poplar wood by Clostridium thermocellum, followed by a review from Brown et al. regarding the metabolic pathway engineering required for DMC to ethanol by C. thermocellum (Chapter 16). The next two chapters describe the challenges and potential solutions for advanced fuels production using co-cultures, first from an omics
perspective (Levin et al., Chapter 17) and then from a pathway engineering and fermentation model point of view (Minty et al., Chapter 18). A novel route to hydrocarbons via chemical synthesis from microbially produced polyhydroxybutyrate closes the book (Chapter 19).
The editor thanks the authors for their contributions, as well as the Department of Energy (DOE) Bioenergy Technologies Office and the DOE Office of Biological and Environmental Research through the BioEnergy Science Center for research support. I also acknowledge Peter Ciesielski (National Renewable Energy Laboratory) for the original art used for the cover of this book.
Michael E. Himmel, Biosciences Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Part 1
Direct Microbial Conversion ofBiomass to Advanced Biofuels
Outline
Chapter 1. Feedstock Engineering and Biomass Pretreatments: New Views for a Greener Biofuels Process
Chapter 2. Hydrocarbon Biosynthesis in Microorganisms
Chapter 3. Perspectives on Process Analysis for Advanced Biofuel Production
Chapter 1
Feedstock Engineering and Biomass Pretreatments
New Views for a Greener Biofuels Process
Hui Wei¹, Wei Wang¹, Melvin P. Tucker², Michael E. Himmel¹, and Roman Brunecky¹ ¹Biosciences Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA ²National Bioenergy Center, National Renewable Energy Laboratory (NREL), Golden, CO, USA
Abstract
In the future, three crucial factors will determine the likelihood of success for the direct microbial conversion of biomass to advanced biofuels: the properties of the lignocellulosic biomass feedstock, the pretreatment process, and the specific microbial processing strategy selected. Each step accounts for a substantial portion of total process cost. Here, we extend the technical umbrella for advanced biofuels to technologies including and beyond the scope of the book, such as (1) upstream—new concepts for feedstocks, (2) midstream—specialized pretreatments and cotreatments, and (3) downstream—processing of biomass sugars. The aim of this chapter is not to provide a review of specialized fields, but to highlight new concepts and approaches related to biomass processing. We emphasize the important new trends in green production
of feedstocks, technologies for green pretreatment
of biomass, and propose new concepts for tailored chemoprocessing—databases/libraries customized for specific microorganisms applied to specific processes.
Keywords
Cellulases; Feedstock engineering; Glycoside hydrolases; In planta enzymes; Pretreatment
Feedstock Engineering Aiming to Provide More Pretreatable and Digestable Biomass
Throughout this book, authors discuss microbial processing technologies for biomass conversion to fuels and chemicals as well as challenges and opportunities for biomass production. Concepts regarding green technologies have not been emphasized. In general, a green process is defined as a production process with the lowest consumption of resources while also avoiding or minimizing the use and generation of chemicals hazardous to the environment.¹,²
Note that the use of colors to describe this terminology is not restricted to the case of biomass conversion. In fact, because of today’s communication needs with the media, government, and the public, color-coding has been used to distinguish different topics in biotechnology. Whereas green biotechnology refers to technologies applied to Agri-food processes, other colors are used to describe the application to marine and aquatic processes (blue biotechnology), medical processes (red biotechnology), and general industrial processes (white biotechnology), respectively.³–⁵ Of note, the principles of the above-mentioned green process and green chemistry are important for effective, sound-bite
style communication to the public and the government necessary for raising their awareness and rallying their support.
The aforementioned definition of green processes prompts us to propose that the green biofuels process should include at least the following components:
1. Green production
of feedstocks, with low consumption of water, fertilizer, and energy and yet generating biomass with maximal pretreatability and digestibility.
2. Green pretreatment
of biomass, with low energy consumption, little or no use of hazardous chemicals, and no generation of hazardous waste.
Figure 1 Scheme of project flow for integrating feedstock engineering and chemical/microbial processes that enable more efficient biomass conversion to biofuels.
Feedstock engineering is an integral part of the green biofuels process. The goal of feedstock engineering is to generate novel bioenergy crops to produce biomass with traits designed for easier downstream processing of biomass during pretreatment and/or digestion steps in a bioconversion process (Figure 1). Traditional methods for introducing exogenous enzymes to biomass particles, as used today in simultaneous saccharification and fermentation (SSF) processes are limited by multilength scale diffusion barriers, from the level of the biomass chip to the cellular structure of the plant cell wall. There are multiple macroscale and microscale factors believed to contribute to the recalcitrance of lignocellulosic feedstocks to thermochemical pretreatment and subsequent enzymatic saccharification. On the gross anatomical level, macroscale factors include plant structural effects, such as the epidermal tissue protecting the plant stem, the arrangement and density of the vascular bundles in cell walls, and the relative amount of sclerenchymatous (thick wall) plant tissues. On a microscale, important factors include the degree of lignification as well as the structural heterogeneity and complexity of cell-wall constituents, such as cellulose microfibrils and matrixing polymers, including the hemicelluloses and pectins. In the context of the biorefinery, these chemical and structural features of biomass affect liquid penetration and/or enzyme accessibility and activity and ultimately, conversion costs.⁶
The current state of the art for the biofuels industry relies on multiple processing steps to achieve the conversion of lignocellulosic biomass to a liquid fuel, such as but not limited to ethanol. Each processing step also has a cost-per-gallon fuel cost associated with it. The two primary processing steps under consideration today—thermochemical pretreatment and the enzymatic conversion—are significant contributors to the overall minimum selling price of biofuels and can be affected by reduced recalcitrance plant technology.⁷–⁹
These two bottlenecks for cost-effective conversion are detailed in a 2009 report that states, In order to further reduce costs, process improvements must be made in several areas, including pretreatment, enzymatic hydrolysis, and fermentation.
⁷ Furthermore, in their very recent article, Klein-Marcuschamer et al. stated, Analysis shows that, in general, the vast majority of the literature to date has significantly underestimated the contribution of enzyme costs to biofuel production.
⁹ This highlights the sensitivity of the current industry to enzyme and pretreatment costs, and although there have been significant advances in enzyme technology over the years, the cost of enzymes remains a key issue and the cost of pretreatment remains high.
In Planta Engineering for Reduced Recalcitrance Traits
To date, no recombinant plant technology with reduced recalcitrance traits is utilized by the biofuels industry on a commercial scale. However, there have been early attempts to reduce the enzyme costs associated with a biorefinery. The primary idea has been to express large amounts of glycoside hydrolase (GH) enzymes in planta, thus shifting the cost of enzyme production from expensive fungal sources, which is the current method of production, to a cheaper, plant biofactory model in which the enzymes necessary for enzymatic deconstruction are expressed within the plants themselves.¹⁰–¹² Although an interesting approach thus far, it has not met with commercial success and remains problematic in several senses. For example, the large amounts of enzymes required place metabolic burdens on the plant and require additional inputs of nitrogenous fertilizers. Furthermore, it is logical that expression of large amounts of highly active plant deconstructing enzymes is deleterious to plant health and is a critical consideration when expressing active GHs in planta. In addition, from a process prospective, this approach incurs additional capital and operating costs by adding the very expensive extra processing steps of having to first extract the GH enzymes from the plant factories
intact and active and then add them back in at a later step.
A recent workaround to the problems of expressing large amounts of GH enzymes is to use GH enzymes that are expressed in planta in an inactive form using intein self-excising elements in an attempt to avoid negative effects from the heterologous GH enzymes. In this case, enzymes are not extracted from the plant tissue, as in the previous approach. Rather, after the plant is fully grown and senesced, a low-temperature and low-pressure pretreatment from which the enzymes can survive is used. Pretreatment then activates
the enzymes utilizing various intein-trigger
mechanisms, which then deconstruct the plant.¹³
Another promising example of reduced recalcitrance technology is to utilize plants that express low levels of GH enzymes that are expressed and targeted to cell walls during plant growth and development. Brunecky et al. demonstrated a 15% reduction in the recalcitrance of corn stover and tobacco plants by expressing the thermostable endoglucanse E1 in planta at very low enzyme titers (ng cellulase/mg tissue) in the wall.¹⁴ This approach provided significant improvements in the digestibility of the engineered plants, and by utilizing very low levels of expressed cellulase, no negative phenotypes were observed in the growing plants.
Another recent direction in feedstock research is the demonstration that modifying or reducing the level of lignin in the plant also reduces pretreatment requirements. By altering the lignin content and composition by independently targeting multiple steps of the lignin pathway, it was shown that lignin content in alfalfa is inversely related to recalcitrance.¹⁵ By targeting caffeic acid O-methyltransferase (COMT), it was possible to improve cell-wall enzymatic saccharification efficiency without a reduction in postharvest biomass yield in switchgrass,¹⁶ and this technology has been extended to target transcriptional regulators of the lignin pathway (PvMYB4, Panicum virgatum MYB4) with even greater reductions in recalcitrance.¹⁷ The COMT lines are already in commercial field trials, and both the COMT and MYB4 lines have been shown to possess reduced recalcitrance and support enhanced ethanol yields at reduced enzyme loadings. Note that in general, ‘classical’ MYB (myeloblastosis) transcription factors are involved in the control of the cell cycle in higher eukaryotes, whereas plant MYB transcription factors can be involved in many aspects of plant secondary metabolism, as well as cell morphogenesis or cell fate.
Chen et al. have reported that various modifications to the lignin biosynthesis pathway in the model crop alfalfa yielded on the order of 20–40% improvements in enzymatic hydrolysis efficiency after a mild acid pretreatment, and perhaps a 5% improvement in sugar release improvement using only a mild acid pretreatment.¹⁵ Some of these lignin modifications have also been reported in bioenergy crops; in their recent paper, Fu et al. showed that compared with control plants, transgenic switchgrass with COMT downregulation showed significant increases in saccharification efficiency with or without mild acid pretreatment.¹⁶ They showed that the transgenic plants had a 16.5–21.5% increase in saccharification efficiency with mild pretreatment and a 29.2–38.3% increase without any pretreatment.
Furthermore, in a traditional SSF fermentation scheme, these plants yielded 30–38% more ethanol by SSF compared with control plants. Overexpression of the MYB4 lignin repressor in switchgrass gives even greater reductions in recalcitrance.¹⁷ Given that the approaches utilize unique and distinct mechanisms of action, we believe that in the future expressing GHs in a COMT-switchgrass-deficient plant should result in a significant improvement in saccharification efficiency, even when assuming that these effects are nonsynergistic. However, it is well known that delignification of biomass is highly synergistic with our proposed combination of GH expression and lignin modification; thus, the actual improvement may be higher.¹⁸
Therefore, we support the notion that the introduction of reduced recalcitrance feedstocks would have a transformational, not incremental, effect on reducing the overall costs of the bioconversion of lignocellulosic feedstocks. A key advantage of this solution is that it is a downstream drop-in fit for current and proposed future bio-based fuel production processes, requiring only minimal changes to plant design and operating procedures.
Mild and Green Pretreatments of Biomass for Lower Toxicity in Lignocellulosic Hydrolysates and Solid Residues
Current pretreatment technologies are designed to achieve the highest yield of fermentable substrates (including simple sugars) from biomass. To achieve this goal, the so-called pretreatment severity factor, based on treatment pH, temperature, and reaction time, is tailored to the process objectives.¹⁹,²⁰ For example, most pretreatment schemes strive to improve substrate accessibility,
now known to be a key factor affecting substrate–enzyme interactions.²¹–²⁶ Going forward, another goal of pretreatment technology will be to improve substrate fractionation, depending upon the needs of new process designs. In addition to producing fermentable substrates, most pretreatment processes today also generate compounds inhibitory or toxic to fermentative organisms. These compounds are generally the products of sugar and lignin degradation that include furfural, hydroxymethyl furfural, soluble phenolics, and a host of sugar-lignin condensation products that are not fully characterized.²⁷
Another dilemma is that the higher severity of pretreatments will also result in a higher extent of degradation of sugars that inhibit the downstream enzymatic hydrolysis and fermentation steps. Therefore, there is a delicate balance in controlling the pretreatment conditions between maximizing the sugar yield and minimizing the sugar degradation and inhibitory compound formation. Therefore, from the standpoint of toxicity mitigation and cost, a mild and environmentally benign pretreatment process would be a promising future improvement.
One approach to developing a mild, yet effective pretreatment technology is by designing the optimized pretreatment reactor vessels for this goal. From recent work, it is clear that more insights into the effects of reactor design related to biomass digestibility are needed.²⁸ For example, we reported that corn stover, acid-pretreated under the same severity but in three different types of reactors (i.e., ZipperClave, Steam gun, and Horizontal reactor), exhibited different enzymatic digestibility. The corn stover pretreated in the Horizontal reactor and Steam gun achieved much higher enzymatic digestions, 95% and 88% cellulose converted to glucose, respectively, after 96 h, compared with 69% for the ZipperClave pretreated sample. Among the chemical and physical characteristics examined, particle size varied the most among the three treated samples. The Horizontal reactor treated sample produced the smallest particle size distribution, which is directly related to cellulose conversion. Microscopic analysis showed a more delaminated and defibrillated structure for pretreated samples from the Horizontal reactor, which was likely due to the shearing effect of the reactor’s internal screws. This study indicates that reactor designs that augment the thermal and chemical energy applied to the pretreatment of biomass with mechanical energy can substantially aid in overcoming the recalcitrance of biomass through the breakdown of the physical structure of the plant cell wall. These results also support results from previous research showing that increasing substrate accessibility is critical to increasing the efficiency of enzymatic hydrolysis.
Given the aforementioned results, we conclude that it is possible to produce a highly digestible substrate at moderate chemical pretreatment severities by utilizing appropriate reactor design. For example, recalcitrance can be reduced by integrating an accessory mechanical stage into the reactor, which will increase cell wall delamination and defibrillation. An example of this approach is the integrated mild alkali pretreatment and mechanical refining process proposed recently by National Renewable Energy Laboratory researchers.²⁹ The digestibility of the feedstock generated using this process was comparable to that generated by a dilute-acid pretreatment process at higher severity.
In addition to the favorable digestibility of the feedstock, a great advantage of a green pretreatment process is that it is environmentally friendly and microorganism-benign. The use of high concentrations of chemicals in pretreatment processes leads to the corrosion of the reactors, lines, and/or pumps and the additional economic burdens of chemical recycling or disposal. Usage of high concentrations of acids and bases also leads to high process water salinity, increasing the overall plant water requirement. Milder pretreatments may also somewhat mitigate the generation of toxic compounds from biomass.
A New Concept of Tailored Chemoprocessing for Individual Microorganisms
It is known that different pretreatment processes generate various toxic compounds and that biofuel-producing microorganisms have various levels of tolerance to these inhibitory compounds. Matching the reaction design with the appropriate conversion microorganism is an obvious opportunity that is made more attractive by modern microbial genetic engineering. Here, we propose the concept of tailored chemoprocessing (TCP) using platform industrial microorganisms.
There are two layers of compatibility between pretreatments and individual microorganisms:
1. The first layer is the carbohydrate compatibility between the array of simple sugars that pretreatments generate and the set of sugars that microorganisms can utilize. This should be a straightforward analysis to perform using modern computational methods.
2. The second layer of compatibility between pretreatments and individual microorganisms is the toxicity aspect. A simplified example is that if a strain is not sensitive to phenolic compounds, then an alkaline pretreatment process could be a good viable match. However, to better match toxicity parameters between pretreatments and microorganisms, a more rational strategy is required.
One particular approach we emphasize is to replace the existing chemical(s) used in pretreatment with chemicals that have similar effectiveness during pretreatment but display lower inhibition in downstream enzymatic hydrolysis or lower toxicity to microbial growth. The assumption is that different chemicals within the same category may have similar function in targeting plant cell-wall components and cleaving certain chemical linkage bonds, but they vary in the level of toxicity to downstream microbial fermentation. For example, a recent review compiles a list of halotolerant cellulases produced by Bacillus sp. and Martelella mediter-ranea that are enhanced by some metal ions, such as Fe²+ and Cu²+, but inhibited by other metal ions, such as Cd²+ and Co²+.³⁰ These results suggest that compared with Cd²+ and Co²+, Fe²+ and Cu²+ are more suitable for use in dilute-acid/metal co-catalyzed biomass pretreatments,³¹,³² which will better match the downstream conversion of biomass to fuels using microorganisms that produce enzymes with similar metal ion sensitivity profiles.
Building Unified Chemobiomass Databases and Libraries of Chemicals
There are currently multiple public databases available related to plant cell wall-related genes and proteins; biomass chemical compositions; and the chemical reactions, interactions, and processes of general chemicals (Table 1). Among them, the databases available for plant cell wall proteins and biomass-degrading enzymes—mainly Carbohydrate-Active enZymes (CAZy)—are useful sources for identifying candidate genes and proteins for the aforementioned feedstock engineering research aimed at providing more pretreatable and digestible biomass feeding into greener conversion processes.
Other than the two generic
databases listed in Table 1 as well as the Chemical Thesaurus reaction chemistry database and the Ionic Liquids database (ILThermo), to the best of our knowledge, there are no chemical databases today designed specifically to provide information about chemical catalysts acting on biomass. To facilitate the development of the aforementioned TCP, here we propose building a unified Chemobiomass Database that focuses on an efficient collection and management of information related to the action of chemicals on biomass. To construct this database, one needs to systematically explore candidate chemical compounds and to identify all possible chemicals that can efficiently depolymerize cellulose, hemicellulose, and lignin. Especially important to target are the covalent linkages between cell wall polymers, such as the polysaccharide–polysaccharide glycosidic bonds (branching) and lignin-carbohydrate ester bonds.
In addition to the proposed construction of a Chemobiomass Database, this approach would require a library of chemicals and a library of biomass model substrates and/or derivatives. Together, they will provide a comprehensive chemical and molecular informatics framework for optimizing the chemicals used in pretreatments, which will lead to the generation of lower toxicity hydrolysates and residues for the downstream fermentation of individual biofuel-producing microorganisms.
Overall, the conversion of biomass to biofuels is an integrated, systematic process that starts with the feedstock engineering and optimal pretreatment technologies, which then lay the foundation for development of novel microbial technologies for conversion of sugars to fuels production, as illustrated in the following chapters in this book. It is noteworthy that this biomass conversion process, at a high level, is a fully integrated, circular system in which the progress in microbial technology development will affect the direction taken by feedstock engineering, followed again by new rounds of microbial technology development until process economic targets are met.
Table 1
List of databases for plant cell wall-related genes and proteins, biomass-degrading enzymes, biomass chemical characterization, and the chemicals with potentials for biomass pretreatments.
Conclusions
The chemical and structural complexity of plant biomass contributes to the high cost of lignocellulosic biofuels produced by biochemical processes. Feedstock engineering to generate biomass with reduced recalcitrance can provide a raw materials foundation for better pretreatment and microbial conversion technologies. In addition, new green pretreatment technologies and the TCP concept, enabled by the proposed construction of new Chemobiomass Databases and physical libraries of biomass model substrates and derivatives, will enable detailed profile matching of individual biofuel-producing microorganisms and pretreatments for cost-effective advanced biofuels.
Acknowledgments
The review of in planta expression was funded by the Laboratory Directed Research and Development (LDRD) program at the National Renewable Energy Laboratory. The remainder of the work was funded by the Center for Direct Catalytic Conversion of Biomass to Biofuels (C3Bio), an Energy Frontier Research Center funded by the US Department of Energy, Office of Science, Office of Basic Energy Sciences under Award Number DE–SC0000997.
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Chapter 2
Hydrocarbon Biosynthesis in Microorganisms
Lawrence P. Wackett, and Carrie M. Wilmot Department of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN, USA
Abstract
Some microorganisms produce hydrocarbons that are similar to fuels on which industrial societies currently depend. This has given hope that renewable microbial biofuels may offer a viable alternative to fuels derived from dwindling petroleum reserves. In this chapter, a survey of microbial hydrocarbons that may provide useful future fuel sources is presented. These range from methane to compounds containing more than 100 carbons. In an effort to maximize output and tailor product profiles through bioengineering, some of the cellular biosynthetic pathways that produce hydrocarbons have begun to be studied. In particular, work on long-chain olefin, straight chain alkane, and alpha olefin biosynthesis will be summarized.
Keywords
ADO; Aldehyde deformylating oxygenase; Alkane biosynthesis; Alpha olefin biosynthesis; Cytochrome P450 monooxygenase; Fatty acids; Long-chain olefin biosynthesis; Ole; Polyketide pathway
Introduction
Fossil fuels are society’s major energy source, accounting for more than 80% of energy needs.¹ In the transportation sector, liquid petroleum-based fuels account for 95% of the market. Even with the advent of hydraulic fracturing, which has ushered in a boom of new exploration, US petroleum production is not yet close to meeting demand. While wind or solar energy can potentially be used for meeting electrical needs, there is still a pressing need for energy-dense, liquid fuels in the transportation and manufacturing sectors. Electric cars may benefit from improvements in energy storage density for batteries, but jets have an absolute requirement for liquid fuel to achieve the needed power and engine reliability. Likewise, ship transport will likely remain dependent on liquid hydrocarbon fuels for the foreseeable future.
There has been a dichotomy within the liquid fuel industries in recent years: biofuels consisting largely of ethanol plus some fatty acid esters, and petroleum-based fuels that are principally hydrocarbons. In 1925, Henry Ford called ethanol the fuel of the future.
² Since that time, ethanol has persisted as an alternative energy source, but it has never become the dominant fuel that Ford envisioned. Although ethanol from biomass is renewable and petroleum is not, the latter has significant advantages. Petroleum hydrocarbons pack more energy per unit mass, are not hygroscopic like ethanol, and provide a much higher energy return on energy invested for recovery and transport. Thus, renewable hydrocarbons represent a way to harness the best traits of both fuel classes.
Humans around the world have produced ethanol biologically for thousands of years, but there has been limited exploration, production, and repurposing of microbial hydrocarbons as renewable fuel sources. There have been numerous reports of microbial hydrocarbon production in soil and water environments over the past 70 years, and this has laid the groundwork for more recent gene discovery and metabolic engineering. The early studies largely consisted of identifying structures of hydrocarbons that partitioned with neutral lipids in solvent extractions.³ The demonstration of different structural types presaged the existence of disparate biochemical mechanisms for the biosynthesis of hydrocarbons.
Small and large companies have recognized the potential for novel processes and intellectual property derived