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Fabri JHTM, Pech-Canul A, Ziegler SJ, Burgin TE, Richardson ID, Maloney MI, Bomble YJ, Lynd LR, Olson DG. The role of AdhE mutations in Thermoanaerobacterium saccharolyticum. J Bacteriol 2025; 207:e0001525. [PMID: 40304514 PMCID: PMC12096837 DOI: 10.1128/jb.00015-25] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2025] [Accepted: 04/04/2025] [Indexed: 05/02/2025] Open
Abstract
Thermoanaerobacterium saccharolyticum is a thermophilic anaerobic bacterium that natively ferments a variety of hemicellulose substrates to organic acids and alcohols. It has recently been engineered to produce ethanol at high yield and titer; however, it uses a unique metabolic pathway for ethanol production that is poorly characterized. One of the distinctive aspects of this pathway is the presence of acetyl-CoA as an intermediate metabolite. In this organism, acetyl-CoA is converted to ethanol by a bifunctional AdhE enzyme. This enzyme has been a frequent target for mutations, and in many cases, the function of these mutations was unknown. Using a combination of genetic modifications, enzyme assays, and computational analysis, we have developed a better understanding of how mutations in AdhE affect ethanol production in the engineered homoethanologen strain. We identify a set of approximately interchangeable AdhE mutations (G544D, T597K, T597I, and T605I), whose function is to disrupt the activity of the alcohol dehydrogenase (ADH) domain of AdhE. This reduces NADH-linked ADH activity, which dramatically increases ethanol tolerance and changes the overall stoichiometry of acetaldehyde to ethanol conversion. Furthermore, our improved understanding of the function of these AdhE mutations calls into question a proposed feature of AdhE enzymes known as substrate channeling-direct transfer of acetaldehyde between the two domains of the AdhE enzyme. This improved the understanding of the role of AdhE mutations in T. saccharolyticum and provides deeper insights into the function of the unique ethanol production pathway in this organism. IMPORTANCE Many anaerobic bacteria maintain redox equilibrium by producing reduced organic compounds such as ethanol. The final two steps of ethanol production are mediated by a bifunctional enzyme, AdhE, and this enzyme is a frequent target of mutations in strains engineered for increased ethanol production. Paradoxically, these mutations increase ethanol production by eliminating the activity of one domain of the AdhE enzyme (the ADH domain). This provides additional support for a redox-imbalance theory of alcohol tolerance, which challenges the prevailing hypothesis that alcohol tolerance is associated with cell membrane effects.
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Affiliation(s)
- João Henrique T. M. Fabri
- Centro de Biologia Molecular e Engenharia Genética (CBMEG), Universidade Estadual de Campinas (UNICAMP), Campinas, State of São Paulo, Brazil
| | - Angel Pech-Canul
- Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire, USA
- Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Samantha J. Ziegler
- Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
- Biosciences Center, National Renewable Energy Laboratory, Golden, Colorado, USA
| | - Tucker Emme Burgin
- Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire, USA
| | - Isaiah D. Richardson
- Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire, USA
- Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Marybeth I. Maloney
- Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire, USA
- Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
| | - Yannick J. Bomble
- Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
- Biosciences Center, National Renewable Energy Laboratory, Golden, Colorado, USA
| | - Lee R. Lynd
- Centro de Biologia Molecular e Engenharia Genética (CBMEG), Universidade Estadual de Campinas (UNICAMP), Campinas, State of São Paulo, Brazil
- Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire, USA
- Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
- Terragia Corporation, Hanover, New Hampshire, USA
| | - Daniel G. Olson
- Centro de Biologia Molecular e Engenharia Genética (CBMEG), Universidade Estadual de Campinas (UNICAMP), Campinas, State of São Paulo, Brazil
- Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire, USA
- Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA
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2
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Ren M, Gao Y, Liu F, Kong Q, Sang H. From waste to wonder: Biomass-derived nanocellulose and lignin-based nanomaterials in biomedical applications. Int J Biol Macromol 2025; 307:142373. [PMID: 40122417 DOI: 10.1016/j.ijbiomac.2025.142373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2025] [Revised: 03/10/2025] [Accepted: 03/19/2025] [Indexed: 03/25/2025]
Abstract
Cellulose and lignin, as the most abundant biomass resources in nature, have been widely utilized in conventional industry. While their high-value potential remained underexplored for decades, recent advancements in nanotechnology and processing techniques have revealed their unique physicochemical properties, biocompatibility, and optical characteristics at the nanoscale, sparking significant interest in biomedical applications. Nanocellulose (NC), characterized by its high surface area, superior mechanical strength, and excellent biocompatibility, holds great promise in drug delivery, wound dressing, and tissue engineering. Similarly, lignin nanoparticles (LNPs) and lignin-based carbon quantum dots (L-CQDs), known for their multi-functionality, low toxicity, and outstanding fluorescence properties, emerge as sustainable alternatives for bio-imaging and bioanalytical detection. This review provides an overview of the hierarchical structure of biomass resources, details the preparation methods of cellulose- and lignin-based nanomaterials, and highlights their advancements in biomedical applications. Furthermore, it addresses the challenges and limitations associated with the clinical applications of these nanomaterials, offering insights and guidance for future research and development.
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Affiliation(s)
- Manni Ren
- College of Food and Bioengineering, Qiqihar University, Qiqihar 161006, China.
| | - Yingjun Gao
- Department of Dermatology, Jinling Hospital, Nanjing Medical University, Nanjing 210029, China
| | - Fang Liu
- Department of Dermatology, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, 210008, China
| | - Qingtao Kong
- Department of Dermatology, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, 210008, China
| | - Hong Sang
- Department of Dermatology, Jinling Hospital, Nanjing Medical University, Nanjing 210029, China.
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3
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Abdel-Haleem H, Masterson S, Sedivy A, Mitchell R. Phenotypic Diversity in Cell Wall Lignocellulosic Constituents and Ethanol Yield of USDA Guayule and Mariola Germplasm. PLANTS (BASEL, SWITZERLAND) 2025; 14:1239. [PMID: 40284127 PMCID: PMC12030453 DOI: 10.3390/plants14081239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/18/2025] [Revised: 04/14/2025] [Accepted: 04/16/2025] [Indexed: 04/29/2025]
Abstract
Guayule (Parthenium argentatum A. Gray) is a valuable domestic source for rubber and resin. At its center of origin in the Northern Mexico and Southern Texas deserts, guayule, a perennial shrub, is hybridized with its relative species mariola (Parthenium incanum Kunth). As rubber and resin are the main products derived from guayule, there is interest in using guayule bagasse as a bioenergy feedstock to meet the growing bioenergy and biofuel demands. This study aimed to explore and characterize phenotypic diversity in cell wall constituents (lignin, cellulose, and hemicellulose) and their yields among 51 guayule and mariola genotypes under two irrigation regimes (well-watered and water-stressed). Significant genotypic and environmental effects were observed for lignin, cellulose and hemicellulose concentrations, and yields, indicating the wide genetic variability of the collection for bioenergy-related traits. Moderate to high entry-mean heritability values for lignin, cellulose, and hemicellulose suggest that selection is feasible to enhance genetic gain. Significant positive correlations were found among cellulose and hemicellulose concentrations and yields, indicating the possibility to select multiple traits together during breeding cycles. High positive correlations between rubber and resin and lignin, cellulose, and hemicellulose yields highlight the opportunity to develop guayule germplasm with enhanced multi-use traits for industrial applications. Wide variations in drought stress indices (stress tolerance index, yield index, and yield stability index) underscore the environmental impact on the lignocellulosic traits. Several genotypes were identified with high stress index scores and could be parental candidates for improving guayule for arid and semi-arid sustainable agricultural systems. The current study is the first to characterize the phenotypic diversities in guayule and mariola for lignocellulosic components and yield, providing the foundation for future breeding efforts aimed at enhancing guayule's value for diverse production goals and environmental conditions.
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Affiliation(s)
| | - Steve Masterson
- Wheat, Sorghum and Forage Research Unit, USDA–ARS, University of Nebraska-Lincoln East Campus, Lincoln, NE 68503, USA
| | - Aaron Sedivy
- Wheat, Sorghum and Forage Research Unit, USDA–ARS, University of Nebraska-Lincoln East Campus, Lincoln, NE 68503, USA
| | - Rob Mitchell
- Wheat, Sorghum and Forage Research Unit, USDA–ARS, University of Nebraska-Lincoln East Campus, Lincoln, NE 68503, USA
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4
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Petrášek Z, Nidetzky B. The Effect of Accessibility of Insoluble Substrate on the Overall Kinetics of Enzymatic Degradation. Biotechnol Bioeng 2025; 122:895-907. [PMID: 39763056 PMCID: PMC11895425 DOI: 10.1002/bit.28921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Revised: 12/14/2024] [Accepted: 12/22/2024] [Indexed: 03/12/2025]
Abstract
The enzymatic reaction kinetics on cellulose and other solid substrates is limited by the access of the enzyme to the reactive substrate sites. We introduce a general model in which the reaction rate is determined by the active surface area, and the resulting kinetics consequently reflects the evolving relationship between the exposed substrate surface and the remaining substrate volume. Two factors influencing the overall surface-to-volume ratio are considered: the shape of the substrate particles, characterized by a single numerical parameter related to its dimensionality, and the distribution of the particle sizes. The model is formulated in a form of simple analytical equations, enabling fast and efficient application to experimental data, and facilitating its incorporation into more detailed and complex models. The application of the introduced formalism exploring its potential to account for the observed reaction rate is demonstrated on two examples: the derivation of particle size distribution from experimentally determined reaction kinetics, and the prediction of reaction slowdown from experimental particle size distribution.
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Affiliation(s)
- Zdeněk Petrášek
- Institute of Biotechnology and Biochemical EngineeringGraz University of TechnologyGrazAustria
| | - Bernd Nidetzky
- Institute of Biotechnology and Biochemical EngineeringGraz University of TechnologyGrazAustria
- Austrian Centre of Industrial BiotechnologyGrazAustria
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Ali SM, Noby N, Soliman NA, Omar SH. Isolation, expression, and in silico profiling of a thermostable xylanase from Geobacillus stearothermophilus strain NASA267: insights into structural features and agro-waste valorization. Microb Cell Fact 2025; 24:69. [PMID: 40119336 PMCID: PMC11927323 DOI: 10.1186/s12934-025-02672-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2024] [Accepted: 02/06/2025] [Indexed: 03/24/2025] Open
Abstract
BACKGROUND Xylanase is an industrial enzyme with diverse applications, including nutritional supplements, agro-waste valorization, and paper pulp bleaching. This study aims to investigate the production of recombinant thermostable xylanase for converting plant biomass into fermentable sugars, a key step in various industrial processes. RESULTS Geobacillus stearothermophilus strain NASA267, a Gram-positive, thermophilic bacterium, was identified as the top xylanase producer from samples collected in Egypt and Saudi Arabia. The xylanase gene xyl267 was successfully cloned from the NASA267 strain and heterologously expressed in E. coli under the control of a Lambda promoter. Optimal expression conditions were determined, with the highest enzyme activity (40 U/ml) achieved after 4 h of induction at 42 ℃. SDS-PAGE analysis revealed that the molecular weight of the recombinant xylanase was approximately 40 kDa, consistent with the calculated molecular weight (38.6 kDa) based on its amino acid sequence (331 aa). Enzyme sequence and structural analysis revealed that xyl267 shows typical TIM barrel fold where Glu134 and Glu241 constitute the enzyme active site. The xyl267 demonstrated optimal activity at 65 ℃ and maintained full stability up to 60 ℃, while it displayed a half-life of 8 min at 80 ℃. It remained stable at - 20 ℃ for up to 50 days and was most active at pH 8. Although the enzyme was active in presence of various salts, solvents, and cations, the exposure to Cu2⁺, Zn2⁺, Mn2⁺, and methanol reduced the enzyme activity by 47%, 37%, 31%, and 8%, respectively. The enzyme was effective in saccharifying agro-waste, particularly pretreated banana peel, which produced the highest sugar content. These findings highlight xyl267s potential for biomass conversion and industrial applications in high-temperature and alkaline environment. CONCLUSION The xyl267 from a NASA strain was cloned and successfully overexpressed in E. coli, producing a ~ 40 kDa recombinant enzyme. It showed optimal activity at 65 ℃, and was most active at pH 8. While it retained activity in various salts and solvents, it was inhibited by some heavy metals. Xyl267 effectively released fermentable sugars from pretreated banana peel, making it a promising candidate for industrial applications in high-temperature, alkaline environments and agro-waste saccharification.
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Affiliation(s)
- Safaa M Ali
- Nucleic Acid Research Department, GEBRI, City of Scientific Research and Technological Applications, Alexandria, Egypt.
| | - Nehad Noby
- Department of Biotechnology, Institute of Graduate Studies and Research, Alexandria University, Alexandria, 21526, Egypt
| | - Nadia A Soliman
- Bioprocess Development Department, GEBRI, City of Scientific Research and Technological Applications, Alexandria, Egypt.
| | - Sanaa H Omar
- Botany and Microbiology Department, Faculty of Science, Alexandria University, Alexandria, Egypt
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6
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Kundu T, Smith JC, Gupta M. Effect of Acetylation Patterns of Xylan on Interactions with Cellulose. Biomacromolecules 2025; 26:1659-1671. [PMID: 40015992 DOI: 10.1021/acs.biomac.4c01469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2025]
Abstract
The present study demonstrates that the change in the degree of xylan acetylation significantly alters the 2-fold screw population that effectively interacts with the (100) hydrophobic cellulose, while such effects are less prominent for the (110) hydrophilic surface. All of the acetylated xylans reveal an ≈10-40% higher 2-fold population on the hydrophobic cellulose due to higher xylan-cellulose contacts. Deviations from periodic acetylation result in much lower 2-fold conformations, despite a comparable number of xylan-cellulose hydrogen bonds and contacts. Thus, it can be hypothesized that a specific and unique set of xylan: cellulose interactions mediate the formation of 2-fold xylan to interact with cellulose, which is also a 2-fold screw. Highly acetylated xylans desorb from cellulose, while low acetylated xylans show dependence on the topology of the cellulose surface. These findings provide additional insights into plant cell wall microstructure dynamics and inform future strategies for efficient biomass deconstruction in biofuel production.
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Affiliation(s)
- Tripti Kundu
- Computational Biophysics Lab, Department of Chemistry and Chemical Biology, Indian Institute of Technology (Indian School of Mines), Dhanbad 826004, India
| | - Jeremy C Smith
- UT/ORNL Center for Molecular Biophysics, Oak Ridge National Lab, Oak Ridge, Tennessee 37831, United States
- Department of Biochemistry and Cellular and Molecular Biology, University of Tennessee, Knoxville, Tennessee 37996, United States
| | - Madhulika Gupta
- Computational Biophysics Lab, Department of Chemistry and Chemical Biology, Indian Institute of Technology (Indian School of Mines), Dhanbad 826004, India
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7
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Santos CA, Morais MAB, Mandelli F, Lima EA, Miyamoto RY, Higasi PMR, Araujo EA, Paixão DAA, Junior JM, Motta ML, Streit RSA, Morão LG, Silva CBC, Wolf LD, Terrasan CRF, Bulka NR, Diogo JA, Fuzita FJ, Colombari FM, Santos CR, Rodrigues PT, Silva DB, Grisel S, Bernardes JS, Terrapon N, Lombard V, Filho AJC, Henrissat B, Bissaro B, Berrin JG, Persinoti GF, Murakami MT. A metagenomic 'dark matter' enzyme catalyses oxidative cellulose conversion. Nature 2025; 639:1076-1083. [PMID: 39939775 PMCID: PMC11946906 DOI: 10.1038/s41586-024-08553-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Accepted: 12/19/2024] [Indexed: 02/14/2025]
Abstract
The breakdown of cellulose is one of the most important reactions in nature1,2 and is central to biomass conversion to fuels and chemicals3. However, the microfibrillar organization of cellulose and its complex interactions with other components of the plant cell wall poses a major challenge for enzymatic conversion4. Here, by mining the metagenomic 'dark matter' (unclassified DNA with unknown function) of a microbial community specialized in lignocellulose degradation, we discovered a metalloenzyme that oxidatively cleaves cellulose. This metalloenzyme acts on cellulose through an exo-type mechanism with C1 regioselectivity, resulting exclusively in cellobionic acid as a product. The crystal structure reveals a catalytic copper buried in a compact jelly-roll scaffold that features a flattened cellulose binding site. This metalloenzyme exhibits a homodimeric configuration that enables in situ hydrogen peroxide generation by one subunit while the other is productively interacting with cellulose. The secretome of an engineered strain of the fungus Trichoderma reesei expressing this metalloenzyme boosted the glucose release from pretreated lignocellulosic biomass under industrially relevant conditions, demonstrating its biotechnological potential. This discovery modifies the current understanding of bacterial redox enzymatic systems devoted to overcoming biomass recalcitrance5-7. Furthermore, it enables the conversion of agro-industrial residues into value-added bioproducts, thereby contributing to the transition to a sustainable and bio-based economy.
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Affiliation(s)
- Clelton A Santos
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Mariana A B Morais
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Fernanda Mandelli
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Evandro A Lima
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Renan Y Miyamoto
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Paula M R Higasi
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Evandro A Araujo
- Brazilian Synchrotron Light Laboratory (LNLS), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Douglas A A Paixão
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Joaquim M Junior
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Maria L Motta
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Rodrigo S A Streit
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Luana G Morão
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Claudio B C Silva
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Lucia D Wolf
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Cesar R F Terrasan
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Nathalia R Bulka
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Jose A Diogo
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Felipe J Fuzita
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Felippe M Colombari
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Camila R Santos
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Priscila T Rodrigues
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Daiane B Silva
- Brazilian Nanotechnology National Laboratory (LNNANO), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Sacha Grisel
- Biodiversité et Biotechnologie Fongiques (BBF), UMR1163, INRAE, Aix Marseille University, Marseille, France
- 3PE Platform, INRAE, Aix Marseille University, Marseille, France
| | - Juliana S Bernardes
- Brazilian Nanotechnology National Laboratory (LNNANO), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Nicolas Terrapon
- Architecture et Fonction des Macromolécules Biologiques, CNRS, Aix-Marseille University, Marseille, France
| | - Vincent Lombard
- Architecture et Fonction des Macromolécules Biologiques, CNRS, Aix-Marseille University, Marseille, France
| | - Antonio J C Filho
- Department of Physics, University of São Paulo, Ribeirão Preto, Brazil
| | - Bernard Henrissat
- Department of Biotechnology and Biomedicine (DTU Bioengineering), Technical University of Denmark, Lyngby, Denmark
| | - Bastien Bissaro
- Biodiversité et Biotechnologie Fongiques (BBF), UMR1163, INRAE, Aix Marseille University, Marseille, France
| | - Jean-Guy Berrin
- Biodiversité et Biotechnologie Fongiques (BBF), UMR1163, INRAE, Aix Marseille University, Marseille, France
| | - Gabriela F Persinoti
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil
| | - Mario T Murakami
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, Brazil.
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Hussain N, Mikolajek H, Harrison PJ, Paterson N, Akhtar MW, Sadaf S, Naismith JH. Structural and functional snapshots of a broad-specificity endoglucanase from Thermogutta terrifontis for biomass saccharification. Arch Biochem Biophys 2025; 764:110274. [PMID: 39701201 DOI: 10.1016/j.abb.2024.110274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2024] [Revised: 12/05/2024] [Accepted: 12/16/2024] [Indexed: 12/21/2024]
Abstract
Multifunctionality, processivity, and thermostability are critical for the cost-effective enzymatic saccharification of non-food plant biomass polymers such as β-glucans, celluloses, and xylans to generate biofuels and other valuable products. We present molecular insights into a processive multifunctional endo-1,3-1,4-β-d-glucanase (Tt_End5A) from the hyperthermophilic bacterium Thermogutta terrifontis. Tt_End5A demonstrated activities against a broad spectrum of β-polysaccharides, including barley glucan, lichenan, carboxymethyl cellulose, regenerated amorphous cellulose (RAC), Avicel, xylan, laminarin, mannan, curdlan, xanthan, and various chromogenic substrates at pH 7 and temperatures ranging from 70 to 80°C. The enzyme exhibited a high level of processivity on RAC and retained over 90% activity at 80°C for an extended period, indicating exceptional thermal stability. The 1.20 Å crystal structure of the Tt_End5A catalytic domain revealed an archetypal glycoside hydrolase family 5 (GH5) catalytic TIM-(β/α)8-barrel, supplemented with additional β-strands, elongated α-helices, and a rare cis-non-Pro (His481-cis-Ala482) peptide. A large central cleft was observed in the 3D structure, which is likely related to the enzyme's multifunctionality and processivity. The catalytic domain is preceded by a novel N-terminal multivalent carbohydrate-binding module (CBM) that enhances the enzymatic degradation of insoluble polysaccharides. Mutagenesis studies, ligand interaction analyses, and the structurally conserved positions of E329 and E448 in Tt_End5A suggest that these residues function as the proton donor and nucleophile in the catalytic mechanism. Owing to its multifunctionality and processivity, Tt_End5A can reduce the need for multiple saccharification enzymes to generate fermentable sugars from plant biomass for bioethanol production. Additionally, it holds promise for applications in the pharmaceutical, feed, and food industries.
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Affiliation(s)
- Naveed Hussain
- School of Biochemistry & Biotechnology, University of the Punjab, Quaid-e-Azam Campus, Lahore, 54590, Pakistan; The Division of Structural Biology, The Nuffield Department of Medicine, University of Oxford, UK; The Research Complex at Harwell, Harwell Science and Innovation Campus, Didcot, Oxfordshire, OX11 0FA, UK; The Rosalind Franklin Institute, Harwell Campus, Didcot, OX11 0QS, UK; School of Biological Sciences, University of the Punjab, Quaid-e-Azam Campus, Lahore, 54590, Pakistan
| | - Halina Mikolajek
- The Research Complex at Harwell, Harwell Science and Innovation Campus, Didcot, Oxfordshire, OX11 0FA, UK; Diamond Light Source Ltd, Diamond House, Harwell Science & Innovation Campus, Fermi Ave, Didcot, OX11 0DE, UK
| | - Peter J Harrison
- The Division of Structural Biology, The Nuffield Department of Medicine, University of Oxford, UK; The Research Complex at Harwell, Harwell Science and Innovation Campus, Didcot, Oxfordshire, OX11 0FA, UK; Diamond Light Source Ltd, Diamond House, Harwell Science & Innovation Campus, Fermi Ave, Didcot, OX11 0DE, UK
| | - Neil Paterson
- Diamond Light Source Ltd, Diamond House, Harwell Science & Innovation Campus, Fermi Ave, Didcot, OX11 0DE, UK
| | - Muhammad W Akhtar
- School of Biochemistry & Biotechnology, University of the Punjab, Quaid-e-Azam Campus, Lahore, 54590, Pakistan; School of Biological Sciences, University of the Punjab, Quaid-e-Azam Campus, Lahore, 54590, Pakistan.
| | - Saima Sadaf
- School of Biochemistry & Biotechnology, University of the Punjab, Quaid-e-Azam Campus, Lahore, 54590, Pakistan.
| | - James H Naismith
- The Division of Structural Biology, The Nuffield Department of Medicine, University of Oxford, UK; The Rosalind Franklin Institute, Harwell Campus, Didcot, OX11 0QS, UK.
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9
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Wang J, Chen J, Lv K, Gao Z, Li J, Wu B, He B, Schenk G. Structure-Guided Engineering Unveils Deeper Substrate Channel in Processive Endoglucanase EG5C-1 Contributing to Enhanced Catalytic Efficiency and Processivity. ACS Synth Biol 2024; 13:4131-4142. [PMID: 39579149 DOI: 10.1021/acssynbio.4c00562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2024]
Abstract
Processive endoglucanases have generated significant interest due to their bifunctionality in the degradation of cellulose and low product inhibition. However, enhancing their catalytic efficiency through engineering remains a formidable challenge. To address this bottleneck, our engineering efforts targeted loop regions located in the substrate channel of processive endoglucanase EG5C-1. Guided by a comparative analysis of characteristic structural features of the substrate channels in cellobiohydrolase, endoglucanase, and processive endoglucanase, a highly active triple mutant CM6 (N105H/T205S/D233L) was generated that had a 5.1- and 4.7-fold increase in catalytic efficiency toward soluble substrate carboxymethyl cellulose-Na and insoluble substrate phosphoric acid-swollen cellulose (PASC), compared with wild-type EG5C-1. Furthermore, this mutant exhibited greater processivity compared to EG5C-1. Molecular dynamics simulations unveiled that the mutations in the loop regions reshaped the substrate channel, leading to a deeper cleft, resembling the closed channel configuration of cellobiohydrolases. The increased compactness of the substrate channel induced changes in the substrate binding mode and substrate deformation, thereby enhancing both binding affinity and catalytic efficiency. Moreover, metadynamics simulations demonstrated that the processive velocity of cellulose chain through the binding channel in mutant CM6 surpassed that observed in EG5C-1.
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Affiliation(s)
- Jialing Wang
- College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, 30 Puzhunan Road, Nanjing 211816, Jiangsu, China
| | - Jie Chen
- College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, 30 Puzhunan Road, Nanjing 211816, Jiangsu, China
| | - Kemin Lv
- College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, 30 Puzhunan Road, Nanjing 211816, Jiangsu, China
| | - Zhen Gao
- College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, 30 Puzhunan Road, Nanjing 211816, Jiangsu, China
| | - Jiahuang Li
- School of Biopharmacy, China Pharmaceutical University, Nanjing 211198, Jiangsu, China
| | - Bin Wu
- College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, 30 Puzhunan Road, Nanjing 211816, Jiangsu, China
| | - Bingfang He
- School of Pharmaceutical Sciences, Nanjing Tech University, 30 Puzhunan Road, Nanjing 211816, Jiangsu, China
| | - Gerhard Schenk
- School of Chemistry and Molecular Biosciences, The University of Queensland, St. Lucia, Brisbane QLD 4072, Australia
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10
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Westh P, Kari J, Badino S, Sørensen T, Christensen S, Røjel N, Schiano-di-Cola C, Borch K. Are cellulases slow? Kinetic and thermodynamic limitations for enzymatic breakdown of cellulose. BBA ADVANCES 2024; 7:100128. [PMID: 39758504 PMCID: PMC11699605 DOI: 10.1016/j.bbadva.2024.100128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Revised: 12/04/2024] [Accepted: 12/05/2024] [Indexed: 01/07/2025] Open
Abstract
Cellulases are of paramount interest for upcoming biorefineries that utilize residue from agriculture and forestry to produce sustainable fuels and chemicals. Specifically, cellulases are used for the conversion of recalcitrant plant biomass to fermentable sugars in a so-called saccharification process. The vast literature on enzymatic saccharification frequently refers to low catalytic rates of cellulases as a main bottleneck for industrial implementation, but such statements are rarely supported by kinetic or thermodynamic considerations. In this perspective, we first discuss activation barriers and equilibrium conditions for the hydrolysis of cellulose and how these parameters influence enzymatic turnover. Next, we propose a simple framework for kinetic description of cellulolytic enzyme reactions and show how this can pave the way for comparative biochemical analyses of cellulases acting on their native, insoluble substrate. This latter analysis emphasizes that cellulases are characterized by extraordinarily low off-rate constants, while other kinetic parameters including specificity constants and rate constants for association and bond cleavage are quite like parameters reported for related enzymes acting on soluble substrates.
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Affiliation(s)
- Peter Westh
- Technical University of Denmark, Dept. of Biotechnology and Bioengineering, DK-2800 Lyngby Denmark
| | - Jeppe Kari
- Technical University of Denmark, Dept. of Biotechnology and Bioengineering, DK-2800 Lyngby Denmark
| | - Silke Badino
- Technical University of Denmark, Dept. of Biotechnology and Bioengineering, DK-2800 Lyngby Denmark
| | - Trine Sørensen
- Technical University of Denmark, Dept. of Biotechnology and Bioengineering, DK-2800 Lyngby Denmark
| | - Stefan Christensen
- Technical University of Denmark, Dept. of Biotechnology and Bioengineering, DK-2800 Lyngby Denmark
| | - Nanna Røjel
- Technical University of Denmark, Dept. of Biotechnology and Bioengineering, DK-2800 Lyngby Denmark
| | - Corinna Schiano-di-Cola
- Technical University of Denmark, Dept. of Biotechnology and Bioengineering, DK-2800 Lyngby Denmark
| | - Kim Borch
- Novonesis, 2 Biologiens Vej, DK-2800 Lyngby Denmark
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11
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Minor CM, Takayesu A, Ha SM, Salwinski L, Sawaya MR, Pellegrini M, Clubb RT. A genomic analysis reveals the diversity of cellulosome displaying bacteria. Front Microbiol 2024; 15:1473396. [PMID: 39539715 PMCID: PMC11557425 DOI: 10.3389/fmicb.2024.1473396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Accepted: 10/04/2024] [Indexed: 11/16/2024] Open
Abstract
Introduction Several species of cellulolytic bacteria display cellulosomes, massive multi-cellulase containing complexes that degrade lignocellulosic plant biomass (LCB). A greater understanding of cellulosome structure and enzyme content could facilitate the development of new microbial-based methods to produce renewable chemicals and materials. Methods To identify novel cellulosome-displaying microbes we searched 305,693 sequenced bacterial genomes for genes encoding cellulosome proteins; dockerin-fused glycohydrolases (DocGHs) and cohesin domain containing scaffoldins. Results and discussion This analysis identified 33 bacterial species with the genomic capacity to produce cellulosomes, including 10 species not previously reported to produce these complexes, such as Acetivibrio mesophilus. Cellulosome-producing bacteria primarily originate from the Acetivibrio, Ruminococcus, Ruminiclostridium, and Clostridium genera. A rigorous analysis of their enzyme, scaffoldin, dockerin, and cohesin content reveals phylogenetically conserved features. Based on the presence of a high number of genes encoding both scaffoldins and dockerin-fused GHs, the cellulosomes in Acetivibrio and Ruminococcus bacteria possess complex architectures that are populated with a large number of distinct LCB degrading GH enzymes. Their complex cellulosomes are distinguishable by their mechanism of attachment to the cell wall, the structures of their primary scaffoldins, and by how they are transcriptionally regulated. In contrast, bacteria in the Ruminiclostridium and Clostridium genera produce 'simple' cellulosomes that are constructed from only a few types of scaffoldins that based on their distinct complement of GH enzymes are predicted to exhibit high and low cellulolytic activity, respectively. Collectively, the results of this study reveal conserved and divergent architectural features in bacterial cellulosomes that could be useful in guiding ongoing efforts to harness their cellulolytic activities for bio-based chemical and materials production.
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Affiliation(s)
- Christine M. Minor
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA, United States
- UCLA-DOE Institute of Genomics and Proteomics, University of California, Los Angeles, Los Angeles, CA, United States
| | - Allen Takayesu
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA, United States
- UCLA-DOE Institute of Genomics and Proteomics, University of California, Los Angeles, Los Angeles, CA, United States
| | - Sung Min Ha
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA, United States
| | - Lukasz Salwinski
- Department of Molecular, Cell, and Developmental Biology, University of California, Los Angeles, Los Angeles, CA, United States
| | - Michael R. Sawaya
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA, United States
| | - Matteo Pellegrini
- Department of Molecular, Cell, and Developmental Biology, University of California, Los Angeles, Los Angeles, CA, United States
| | - Robert T. Clubb
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA, United States
- UCLA-DOE Institute of Genomics and Proteomics, University of California, Los Angeles, Los Angeles, CA, United States
- Molecular Biology Institute, University of California, Los Angeles, Los Angeles, CA, United States
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12
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Mahajan JS, Shokrollahzadeh Behbahani H, Green MD, Korley LTJ, Epps TH. Increased hydrophilicity of lignin-derivable vs. bisphenol-based polysulfones for potential water filtration applications. RSC SUSTAINABILITY 2024; 2:2844-2850. [PMID: 39310879 PMCID: PMC11409988 DOI: 10.1039/d4su00314d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Accepted: 09/04/2024] [Indexed: 09/25/2024]
Abstract
The functionality inherent in lignin-derivable aromatics (e.g., polar methoxy groups) can provide a potential opportunity to improve the hydrophilicity of polysulfones (PSfs) without the need for the additional processing steps and harsh reagents/conditions that are typically used in conventional PSf modifications. As determined herein, lignin-derivable PSfs without any post-polymerization modification exhibited higher hydrophilicity than comparable petroleum-based PSfs (commercial/laboratory-synthesized) and also demonstrated similar hydrophilicity to functionalized BPA-PSfs reported in the literature. Importantly, the lignin-derivable PSfs displayed improved thermal properties relative to functionalized BPA-PSfs in the literature, and the thermal properties of these bio-derivable PSfs were close to those of common non-functionalized PSfs. In particular, the glass transition temperature (T g) and degradation temperature of 5% weight loss (T d5%) of lignin-derivable PSfs (T g ∼165-170 °C, T d5% ∼400-425 °C) were significantly higher than those of typical functionalized BPA-PSfs in the literature (T g ∼110-160 °C, T d5% ∼240-260 °C) and close to those of unmodified, commercial/laboratory-synthesized BPA-/bisphenol F-PSfs (T g ∼180-185 °C, T d5% ∼420-510 °C).
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Affiliation(s)
- Jignesh S Mahajan
- Department of Materials Science and Engineering, University of Delaware Newark Delaware 19716 USA
- Center for Research in Soft matter and Polymers, University of Delaware Newark Delaware 19716 USA
| | - Hoda Shokrollahzadeh Behbahani
- Department of Chemical Engineering, School for Engineering of Matter, Transport and Energy, Arizona State University Tempe Arizona 85287 USA
| | - Matthew D Green
- Department of Chemical Engineering, School for Engineering of Matter, Transport and Energy, Arizona State University Tempe Arizona 85287 USA
| | - LaShanda T J Korley
- Department of Materials Science and Engineering, University of Delaware Newark Delaware 19716 USA
- Center for Research in Soft matter and Polymers, University of Delaware Newark Delaware 19716 USA
- Department of Chemical and Biomolecular Engineering, University of Delaware Newark Delaware 19716 USA
| | - Thomas H Epps
- Department of Materials Science and Engineering, University of Delaware Newark Delaware 19716 USA
- Center for Research in Soft matter and Polymers, University of Delaware Newark Delaware 19716 USA
- Department of Chemical and Biomolecular Engineering, University of Delaware Newark Delaware 19716 USA
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13
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Shrestha S, Goswami S, Banerjee D, Garcia V, Zhou E, Olmsted CN, Majumder ELW, Kumar D, Awasthi D, Mukhopadhyay A, Singer SW, Gladden JM, Simmons BA, Choudhary H. Perspective on Lignin Conversion Strategies That Enable Next Generation Biorefineries. CHEMSUSCHEM 2024; 17:e202301460. [PMID: 38669480 DOI: 10.1002/cssc.202301460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 03/14/2024] [Indexed: 04/28/2024]
Abstract
The valorization of lignin, a currently underutilized component of lignocellulosic biomass, has attracted attention to promote a stable and circular bioeconomy. Successful approaches including thermochemical, biological, and catalytic lignin depolymerization have been demonstrated, enabling opportunities for lignino-refineries and lignocellulosic biorefineries. Although significant progress in lignin valorization has been made, this review describes unexplored opportunities in chemical and biological routes for lignin depolymerization and thereby contributes to economically and environmentally sustainable lignin-utilizing biorefineries. This review also highlights the integration of chemical and biological lignin depolymerization and identifies research gaps while also recommending future directions for scaling processes to establish a lignino-chemical industry.
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Affiliation(s)
- Shilva Shrestha
- Joint BioEnergy Institute, Emeryville, CA 94608, United States
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, United States
- Department of Environmental Health and Engineering, Johns Hopkins University, Baltimore, MD 21205, United States
| | - Shubhasish Goswami
- Joint BioEnergy Institute, Emeryville, CA 94608, United States
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, United States
| | - Deepanwita Banerjee
- Joint BioEnergy Institute, Emeryville, CA 94608, United States
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, United States
| | - Valentina Garcia
- Joint BioEnergy Institute, Emeryville, CA 94608, United States
- Department of Biomanufacturing and Biomaterials, Sandia National Laboratories, Livermore, CA 94550, United States
| | - Elizabeth Zhou
- Joint BioEnergy Institute, Emeryville, CA 94608, United States
| | - Charles N Olmsted
- Department of Bacteriology, University of Wisconsin-Madison, Madison, WI 53706, United States
| | - Erica L-W Majumder
- Department of Bacteriology, University of Wisconsin-Madison, Madison, WI 53706, United States
| | - Deepak Kumar
- Department of Chemical Engineering, SUNY College of Environmental Science and Forestry, Syracuse, NY 13210, United States
| | - Deepika Awasthi
- Joint BioEnergy Institute, Emeryville, CA 94608, United States
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, United States
| | - Aindrila Mukhopadhyay
- Joint BioEnergy Institute, Emeryville, CA 94608, United States
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, United States
| | - Steven W Singer
- Joint BioEnergy Institute, Emeryville, CA 94608, United States
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, United States
| | - John M Gladden
- Joint BioEnergy Institute, Emeryville, CA 94608, United States
- Department of Biomanufacturing and Biomaterials, Sandia National Laboratories, Livermore, CA 94550, United States
| | - Blake A Simmons
- Joint BioEnergy Institute, Emeryville, CA 94608, United States
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, United States
| | - Hemant Choudhary
- Joint BioEnergy Institute, Emeryville, CA 94608, United States
- Department of Bioresource and Environmental Security, Sandia National Laboratories, Livermore, CA 94550, United States
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14
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Shah S, Lai J, Basuli F, Martinez-Orengo N, Patel R, Turner ML, Wang B, Shi ZD, Sourabh S, Peiravi M, Lyndaker A, Liu S, Seyedmousavi S, Williamson PR, Swenson RE, Hammoud DA. Development and preclinical validation of 2-deoxy 2-[ 18F]fluorocellobiose as an Aspergillus-specific PET tracer. Sci Transl Med 2024; 16:eadl5934. [PMID: 39141701 DOI: 10.1126/scitranslmed.adl5934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Accepted: 07/24/2024] [Indexed: 08/16/2024]
Abstract
The global incidence of invasive fungal infections (IFIs) has increased over the past few decades, mainly in immunocompromised patients, and is associated with high mortality and morbidity. Aspergillus fumigatus is one of the most common and deadliest IFI pathogens. Major hurdles to treating fungal infections remain the lack of rapid and definitive diagnosis, including the frequent need for invasive procedures to provide microbiological confirmation, and the lack of specificity of structural imaging methods. To develop an Aspergillus-specific positron emission tomography (PET) imaging agent, we focused on fungal-specific sugar metabolism. We radiolabeled cellobiose, a disaccharide known to be metabolized by Aspergillus species, and synthesized 2-deoxy-2-[18F]fluorocellobiose ([18F]FCB) by enzymatic conversion of 2-deoxy-2-[18F]fluoroglucose ([18F]FDG) with a radiochemical yield of 60 to 70%, a radiochemical purity of >98%, and 1.5 hours of synthesis time. Two hours after [18F]FCB injection in A. fumigatus pneumonia as well as A. fumigatus, bacterial, and sterile inflammation myositis mouse models, retained radioactivity was only seen in foci with live A. fumigatus infection. In vitro testing confirmed production of β-glucosidase enzyme by A. fumigatus and not by bacteria, resulting in hydrolysis of [18F]FCB into glucose and [18F]FDG, the latter being retained by the live fungus. The parent molecule was otherwise promptly excreted through the kidneys, resulting in low background radioactivity and high target-to-nontarget ratios at A. fumigatus infectious sites. We conclude that [18F]FCB is a promising and clinically translatable Aspergillus-specific PET tracer.
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Affiliation(s)
- Swati Shah
- Center for Infectious Disease Imaging (CIDI), Radiology and Imaging Sciences, Clinical Center (CC), National Institutes of Health (NIH), Bethesda, MD 20852, USA
| | - Jianhao Lai
- Center for Infectious Disease Imaging (CIDI), Radiology and Imaging Sciences, Clinical Center (CC), National Institutes of Health (NIH), Bethesda, MD 20852, USA
| | - Falguni Basuli
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute (NHLBI), NIH, Rockville, MD 20852, USA
| | - Neysha Martinez-Orengo
- Center for Infectious Disease Imaging (CIDI), Radiology and Imaging Sciences, Clinical Center (CC), National Institutes of Health (NIH), Bethesda, MD 20852, USA
| | - Reema Patel
- Center for Infectious Disease Imaging (CIDI), Radiology and Imaging Sciences, Clinical Center (CC), National Institutes of Health (NIH), Bethesda, MD 20852, USA
| | - Mitchell L Turner
- Center for Infectious Disease Imaging (CIDI), Radiology and Imaging Sciences, Clinical Center (CC), National Institutes of Health (NIH), Bethesda, MD 20852, USA
| | - Benjamin Wang
- Center for Infectious Disease Imaging (CIDI), Radiology and Imaging Sciences, Clinical Center (CC), National Institutes of Health (NIH), Bethesda, MD 20852, USA
| | - Zhen-Dan Shi
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute (NHLBI), NIH, Rockville, MD 20852, USA
| | - Suman Sourabh
- Center for Infectious Disease Imaging (CIDI), Radiology and Imaging Sciences, Clinical Center (CC), National Institutes of Health (NIH), Bethesda, MD 20852, USA
| | - Morteza Peiravi
- Center for Infectious Disease Imaging (CIDI), Radiology and Imaging Sciences, Clinical Center (CC), National Institutes of Health (NIH), Bethesda, MD 20852, USA
| | - Anna Lyndaker
- Center for Infectious Disease Imaging (CIDI), Radiology and Imaging Sciences, Clinical Center (CC), National Institutes of Health (NIH), Bethesda, MD 20852, USA
| | - Sichen Liu
- National Institute of Allergy and Infectious Diseases (NIAID), NIH, Bethesda, MD 20852, USA
| | | | - Peter R Williamson
- Laboratory of Clinical Immunology and Microbiology (LCIM), NIAID, NIH, Bethesda, MD 20852, USA
| | - Rolf E Swenson
- Chemistry and Synthesis Center, National Heart, Lung, and Blood Institute (NHLBI), NIH, Rockville, MD 20852, USA
| | - Dima A Hammoud
- Center for Infectious Disease Imaging (CIDI), Radiology and Imaging Sciences, Clinical Center (CC), National Institutes of Health (NIH), Bethesda, MD 20852, USA
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15
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Luo X, Tao X, Ran G, Deng Y, Wang H, Tan L, Pang Z. Molecular Modification Enhances Xylose Uptake by the Sugar Transporter KM_SUT5 of Kluyveromyces marxianus. Int J Mol Sci 2024; 25:8322. [PMID: 39125891 PMCID: PMC11312716 DOI: 10.3390/ijms25158322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 07/22/2024] [Accepted: 07/27/2024] [Indexed: 08/12/2024] Open
Abstract
This research cloned and expressed the sugar transporter gene KM_SUT5 from Kluyveromyces marxianus GX-UN120, which displayed remarkable sugar transportation capabilities, including pentose sugars. To investigate the impact of point mutations on xylose transport capacity, we selected four sites, predicted the suitable amino acid sites by molecular docking, and altered their codons to construct the corresponding mutants, Q74D, Y195K, S460H, and Q464F, respectively. Furthermore, we conducted site-directed truncation on six sites of KM_SUT5p. The molecular modification resulted in significant changes in mutant growth and the D-xylose transport rate. Specifically, the S460H mutant exhibited a higher growth rate and demonstrated excellent performance across 20 g L-1 xylose, achieving the highest xylose accumulation under xylose conditions (49.94 μmol h-1 gDCW-1, DCW mean dry cell weight). Notably, mutant delA554-, in which the transporter protein SUT5 is truncated at position delA554-, significantly increased growth rates in both D-xylose and D-glucose substrates. These findings offer valuable insights into potential modifications of other sugar transporters and contribute to a deeper understanding of the C-terminal function of sugar transporters.
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Affiliation(s)
| | | | | | | | | | | | - Zongwen Pang
- College of Life Science and Technology, Guangxi University, Nanning 530004, China; (X.L.)
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16
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Mandal A, Ahmed J, Singh S, Goyal A. Structure elucidation of a multi-modular recombinant endoglucanase, AtGH9C-CBM3A-CBM3B from Acetivibrio thermocellus ATCC 27405 and its substrate binding analysis. Int J Biol Macromol 2024; 273:133212. [PMID: 38897502 DOI: 10.1016/j.ijbiomac.2024.133212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 06/12/2024] [Accepted: 06/14/2024] [Indexed: 06/21/2024]
Abstract
Cellulases from GH9 family show endo-, exo- or processive endocellulase activity, but the reason behind the variation is unclear. A GH9 recombinant endoglucanase, AtGH9C-CBM3A-CBM3B from Acetivibrio thermocellus was structurally characterized for conformation, binding and dynamics assessment. Modeled AtGH9C-CBM3A-CBM3B depicted (α/α)6-barrel structure with Asp98, Asp101 and Glu489 acting as catalytic triad. CD results revealed 25.2 % α-helix, 18.4 % β-sheet and rest 56.4 % of random coils, corroborating with predictions from PSIPRED and SOPMA. MD simulation of AtGH9C-CBM3A-CBM3B bound cellotetraose showed structural stability and global compactness with lowered RMSD values (1.5 nm) as compared with only AtGH9C-CBM3A-CBM3B (1.8 nm) for 200 ns. Higher fluctuation in RMSF values in far-positioned CBM3B pointed to its redundancy in substrate binding. Docking studies showed maximum binding with cellotetraose (ΔG = -5.05 kcal/mol), with reduced affinity towards ligands with degree of polymerization (DP) lower (DP < 4) or higher than 4 (DP > 4). Processivity index displayed the enzyme to be processive with loop 3 (342-379 aa) possibly blocking the non-reducing end of cellulose chain, resulting in cellotetraose release. SAXS analysis of AtGH9C-CBM3A-CBM3B at 5 mg/mL displayed monodispersed state with fist-and-elbow shape in solution. Negative zeta potential of -24 mV at 5 mg/mL indicated stability and free from aggregation.
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Affiliation(s)
- Ardhendu Mandal
- Carbohydrate Enzyme Biotechnology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati, Guwahati, Assam, India
| | - Jebin Ahmed
- Carbohydrate Enzyme Biotechnology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati, Guwahati, Assam, India
| | - Shweta Singh
- Carbohydrate Enzyme Biotechnology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati, Guwahati, Assam, India; Department of Biophysics, All India Institute of Medical Sciences, New Delhi, India
| | - Arun Goyal
- Carbohydrate Enzyme Biotechnology Laboratory, Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati, Guwahati, Assam, India.
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17
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Koranchalil S, Lobo Justo Pinheiro D, Padilla R, Nielsen M. Homogeneous Catalyzed Direct Conversion of Furfural to Gamma-Valerolactone. CHEMSUSCHEM 2024; 17:e202301608. [PMID: 38415323 DOI: 10.1002/cssc.202301608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 01/18/2024] [Accepted: 02/27/2024] [Indexed: 02/29/2024]
Abstract
Herein, we report the direct conversion of biomass-derived furfural to γ-valerolactone (GVL) in a one-pot system, using the combination of Ru-MACHO-BH and a Brønsted acid (H3PO4). A GVL yield of 84 % is achieved under mild reaction conditions using 1 mol% of Ru-MACHO-BH and 3.8 M H3PO4(aq) at 100 °C for 7 hours.
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Affiliation(s)
- Sakhitha Koranchalil
- Department of Chemistry, Technical University of Denmark (DTU), Kemitorvet 207, DK-2800, Lyngby, Denmark
| | | | - Rosa Padilla
- Department of Chemistry, Technical University of Denmark (DTU), Kemitorvet 207, DK-2800, Lyngby, Denmark
| | - Martin Nielsen
- Department of Chemistry, Technical University of Denmark (DTU), Kemitorvet 207, DK-2800, Lyngby, Denmark
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18
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Hussain A, Parveen F, Saxena A, Ashfaque M. A review of nanotechnology in enzyme cascade to address challenges in pre-treating biomass. Int J Biol Macromol 2024; 270:132466. [PMID: 38761904 DOI: 10.1016/j.ijbiomac.2024.132466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 05/09/2024] [Accepted: 05/15/2024] [Indexed: 05/20/2024]
Abstract
Nanotechnology has become a revolutionary technique for improving the preliminary treatment of lignocellulosic biomass in the production of biofuels. Traditional methods of pre-treatment have encountered difficulties in effectively degrading the intricate lignocellulosic composition, thereby impeding the conversion of biomass into fermentable sugars. Nanotechnology has enabled the development of enzyme cascade processes that present a potential solution for addressing the limitations. The focus of this review article is to delve into the utilization of nanotechnology in the pretreatment of lignocellulosic biomass through enzyme cascade processes. The review commences with an analysis of the composition and structure of lignocellulosic biomass, followed by a discussion on the drawbacks associated with conventional pre-treatment techniques. The subsequent analysis explores the importance of efficient pre-treatment methods in the context of biofuel production. We thoroughly investigate the utilization of nanotechnology in the pre-treatment of enzyme cascades across three distinct sections. Nanomaterials for enzyme immobilization, enhanced enzyme stability and activity through nanotechnology, and nanocarriers for controlled enzyme delivery. Moreover, the techniques used to analyse nanomaterials and the interactions between enzymes and nanomaterials are introduced. This review emphasizes the significance of comprehending the mechanisms underlying the synergy between nanotechnology and enzymes establishing sustainable and environmentally friendly nanotechnology applications.
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Affiliation(s)
- Akhtar Hussain
- Lignocellulose & Biofuel Laboratory, Department of Biosciences, Integral University, Lucknow 226026, Uttar Pradesh, India
| | - Fouziya Parveen
- Lignocellulose & Biofuel Laboratory, Department of Biosciences, Integral University, Lucknow 226026, Uttar Pradesh, India
| | - Ayush Saxena
- Lignocellulose & Biofuel Laboratory, Department of Biosciences, Integral University, Lucknow 226026, Uttar Pradesh, India
| | - Mohammad Ashfaque
- Lignocellulose & Biofuel Laboratory, Department of Biosciences, Integral University, Lucknow 226026, Uttar Pradesh, India.
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19
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Cachafeiro L, Heiss-Blanquet S, Hudebine D. An experimental and modeling approach to describe the deactivation of cellulases at the air-liquid interface. Biotechnol Bioeng 2024; 121:1927-1936. [PMID: 38501733 DOI: 10.1002/bit.28698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 02/15/2024] [Accepted: 03/02/2024] [Indexed: 03/20/2024]
Abstract
Understanding the reaction mechanisms involved in the enzymatic hydrolysis of cellulose is important because it is kinetically the most limiting step of the bioethanol production process. The present work focuses on the enzymatic deactivation at the air-liquid interface, which is one of the aspects contributing to this global deactivation. This phenomenon has already been experimentally proven, but this is the first time that a model has been proposed to describe it. Experiments were performed by incubating Celluclast cocktail solutions on an orbital stirring system at different enzyme concentrations and different surface-to-volume ratios. A 5-day follow-up was carried out by measuring the global FPase activity of cellulases for each condition tested. The activity loss was proven to depend on both the air-liquid surface area and the enzyme concentration. Both observations suggest that the loss of activity takes place at the air-liquid surface, the total amount of enzymes varying with volume or enzyme concentration. Furthermore, tests performed using five individual enzymes purified from a Trichoderma reesei cocktail showed that the only cellulase that is deactivated at the air-liquid interface is cellobiohydrolase II. From the experimental data collected by varying the initial enzyme concentration and the ratio surface to volume, it was possible to develop, for the first time, a model that describes the loss of activity at the air-liquid interface for this configuration.
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Firrincieli A, Minuti A, Cappelletti M, Ferilli M, Ajmone-Marsan P, Bani P, Petruccioli M, Harfouche AL. Structural and functional analysis of the active cow rumen's microbial community provides a catalogue of genes and microbes participating in the deconstruction of cardoon biomass. BIOTECHNOLOGY FOR BIOFUELS AND BIOPRODUCTS 2024; 17:53. [PMID: 38589938 PMCID: PMC11003169 DOI: 10.1186/s13068-024-02495-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 03/22/2024] [Indexed: 04/10/2024]
Abstract
BACKGROUND Ruminal microbial communities enriched on lignocellulosic biomass have shown considerable promise for the discovery of microorganisms and enzymes involved in digesting cell wall compounds, a key bottleneck in the development of second-generation biofuels and bioproducts, enabling a circular bioeconomy. Cardoon (Cynara cardunculus) is a promising inedible energy crop for current and future cellulosic biorefineries and the emerging bioenergy and bioproducts industries. The rumen microbiome can be considered an anaerobic "bioreactor", where the resident microbiota carry out the depolymerization and hydrolysis of plant cell wall polysaccharides (PCWPs) through the catalytic action of fibrolytic enzymes. In this context, the rumen microbiota represents a potential source of microbes and fibrolytic enzymes suitable for biofuel production from feedstocks. In this study, metatranscriptomic and 16S rRNA sequencing were used to profile the microbiome and to investigate the genetic features within the microbial community adherent to the fiber fractions of the rumen content and to the residue of cardoon biomass incubated in the rumen of cannulated cows. RESULTS The metatranscriptome of the cardoon and rumen fibre-adherent microbial communities were dissected in their functional and taxonomic components. From a functional point of view, transcripts involved in the methanogenesis from CO2 and H2, and from methanol were over-represented in the cardoon-adherent microbial community and were affiliated with the Methanobrevibacter and Methanosphaera of the Euryarchaeota phylum. Transcripts encoding glycoside hydrolases (GHs), carbohydrate-binding modules (CBMs), carbohydrate esterases (CEs), polysaccharide lyases (PLs), and glycoside transferases (GTs) accounted for 1.5% (6,957) of the total RNA coding transcripts and were taxonomically affiliated to major rumen fibrolytic microbes, such as Oscillospiraceae, Fibrobacteraceae, Neocallimastigaceae, Prevotellaceae, Lachnospiraceae, and Treponemataceae. The comparison of the expression profile between cardoon and rumen fiber-adherent microbial communities highlighted that specific fibrolytic enzymes were potentially responsible for the breakdown of cardoon PCWPs, which was driven by specific taxa, mainly Ruminococcus, Treponema, and Neocallimastigaceae. CONCLUSIONS Analysis of 16S rRNA and metatranscriptomic sequencing data revealed that the cow rumen microbiome harbors a repertoire of new enzymes capable of degrading PCWPs. Our results demonstrate the feasibility of using metatranscriptomics of enriched microbial RNA as a potential approach for accelerating the discovery of novel cellulolytic enzymes that could be harnessed for biotechnology. This research contributes a relevant perspective towards degrading cellulosic biomass and providing an economical route to the production of advanced biofuels and high-value bioproducts.
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Affiliation(s)
- Andrea Firrincieli
- Department for Innovation in Biological, Agro-Food and Forest Systems, University of Tuscia, Via San Camillo de Lellis Snc, 01100, Viterbo, Italy
| | - Andrea Minuti
- Department of Animal Science, Food and Nutrition, Faculty of Agriculture, Food and Environmental Sciences, Università Cattolica del Sacro Cuore, Via Emilia Parmense 84, 29122, Piacenza, Italy
| | - Martina Cappelletti
- Department of Pharmacy and Biotechnology, University of Bologna, Via Irnerio 42, 40126, Bologna, Italy
| | - Marco Ferilli
- Department for Innovation in Biological, Agro-Food and Forest Systems, University of Tuscia, Via San Camillo de Lellis Snc, 01100, Viterbo, Italy
- Molecular Genetics and Functional Genomics, Ospedale Pediatrico Bambino Gesù, IRCCS, 00146, Rome, Italy
| | - Paolo Ajmone-Marsan
- Department of Animal Science, Food and Nutrition, Faculty of Agriculture, Food and Environmental Sciences, Università Cattolica del Sacro Cuore, Via Emilia Parmense 84, 29122, Piacenza, Italy
- CREI - Romeo and Enrica Invernizzi Research Center On Sustainable Dairy Production, Università Cattolica del Sacro Cuore, Via Emilia Parmense, 84, 29122, Piacenza, Italy
| | - Paolo Bani
- Department of Animal Science, Food and Nutrition, Faculty of Agriculture, Food and Environmental Sciences, Università Cattolica del Sacro Cuore, Via Emilia Parmense 84, 29122, Piacenza, Italy
| | - Maurizio Petruccioli
- Department for Innovation in Biological, Agro-Food and Forest Systems, University of Tuscia, Via San Camillo de Lellis Snc, 01100, Viterbo, Italy
| | - Antoine L Harfouche
- Department for Innovation in Biological, Agro-Food and Forest Systems, University of Tuscia, Via San Camillo de Lellis Snc, 01100, Viterbo, Italy.
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Pappa CP, Cailotto S, Gigli M, Crestini C, Triantafyllidis KS. Kraft (Nano)Lignin as Reactive Additive in Epoxy Polymer Bio-Composites. Polymers (Basel) 2024; 16:553. [PMID: 38399931 PMCID: PMC10893208 DOI: 10.3390/polym16040553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 01/27/2024] [Accepted: 01/30/2024] [Indexed: 02/25/2024] Open
Abstract
The demand for high-performance bio-based materials towards achieving more sustainable manufacturing and circular economy models is growing significantly. Kraft lignin (KL) is an abundant and highly functional aromatic/phenolic biopolymer, being the main side product of the pulp and paper industry, as well as of the more recent 2nd generation biorefineries. In this study, KL was incorporated into a glassy epoxy system based on the diglycidyl ether of bisphenol A (DGEBA) and an amine curing agent (Jeffamine D-230), being utilized as partial replacement of the curing agent and the DGEBA prepolymer or as a reactive additive. A D-230 replacement by pristine (unmodified) KL of up to 14 wt.% was achieved while KL-epoxy composites with up to 30 wt.% KL exhibited similar thermo-mechanical properties and substantially enhanced antioxidant properties compared to the neat epoxy polymer. Additionally, the effect of the KL particle size was investigated. Ball-milled kraft lignin (BMKL, 10 μm) and nano-lignin (NLH, 220 nm) were, respectively, obtained after ball milling and ultrasonication and were studied as additives in the same epoxy system. Significantly improved dispersion and thermo-mechanical properties were obtained, mainly with nano-lignin, which exhibited fully transparent lignin-epoxy composites with higher tensile strength, storage modulus and glass transition temperature, even at 30 wt.% loadings. Lastly, KL lignin was glycidylized (GKL) and utilized as a bio-based epoxy prepolymer, achieving up to 38 wt.% replacement of fossil-based DGEBA. The GKL composites exhibited improved thermo-mechanical properties and transparency. All lignins were extensively characterized using NMR, TGA, GPC, and DLS techniques to correlate and justify the epoxy polymer characterization results.
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Affiliation(s)
- Christina P. Pappa
- Department of Chemistry, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece;
| | - Simone Cailotto
- Department of Molecular Sciences and Nanosystems, Ca’ Foscari University of Venice, 30170 Venice Mestre, Italy (C.C.)
| | - Matteo Gigli
- Department of Molecular Sciences and Nanosystems, Ca’ Foscari University of Venice, 30170 Venice Mestre, Italy (C.C.)
| | - Claudia Crestini
- Department of Molecular Sciences and Nanosystems, Ca’ Foscari University of Venice, 30170 Venice Mestre, Italy (C.C.)
| | - Konstantinos S. Triantafyllidis
- Department of Chemistry, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece;
- Center for Interdisciplinary Research and Innovation (CIRI-AUTH), 57001 Thessaloniki, Greece
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22
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Palumbo CT, Gu NX, Bleem AC, Sullivan KP, Katahira R, Stanley LM, Kenny JK, Ingraham MA, Ramirez KJ, Haugen SJ, Amendola CR, Stahl SS, Beckham GT. Catalytic carbon-carbon bond cleavage in lignin via manganese-zirconium-mediated autoxidation. Nat Commun 2024; 15:862. [PMID: 38286984 PMCID: PMC10825196 DOI: 10.1038/s41467-024-45038-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Accepted: 01/09/2024] [Indexed: 01/31/2024] Open
Abstract
Efforts to produce aromatic monomers through catalytic lignin depolymerization have historically focused on aryl-ether bond cleavage. A large fraction of aromatic monomers in lignin, however, are linked by various carbon-carbon (C-C) bonds that are more challenging to cleave and limit the yields of aromatic monomers from lignin depolymerization. Here, we report a catalytic autoxidation method to cleave C-C bonds in lignin-derived dimers and oligomers from pine and poplar. The method uses manganese and zirconium salts as catalysts in acetic acid and produces aromatic carboxylic acids as primary products. The mixtures of the oxygenated monomers are efficiently converted to cis,cis-muconic acid in an engineered strain of Pseudomonas putida KT2440 that conducts aromatic O-demethylation reactions at the 4-position. This work demonstrates that autoxidation of lignin with Mn and Zr offers a catalytic strategy to increase the yield of valuable aromatic monomers from lignin.
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Affiliation(s)
- Chad T Palumbo
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA
| | - Nina X Gu
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA
| | - Alissa C Bleem
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA
| | - Kevin P Sullivan
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA
| | - Rui Katahira
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA
| | - Lisa M Stanley
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA
| | - Jacob K Kenny
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA
- Department of Chemical and Biological Engineering, University of Colorado Boulder, Boulder, 80303, CO, USA
| | - Morgan A Ingraham
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA
| | - Kelsey J Ramirez
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA
| | - Stefan J Haugen
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA
| | - Caroline R Amendola
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA
| | - Shannon S Stahl
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, 53706, USA.
- Great Lakes Bioenergy Research Center, University of Wisconsin-Madison, Madison, WI, 53706, USA.
| | - Gregg T Beckham
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA.
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23
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Jiang Y, Ding N, Shao Q, Stull SL, Cheng Z, Yang ZJ. Substrate Positioning Dynamics Involves a Non-Electrostatic Component to Mediate Catalysis. J Phys Chem Lett 2023; 14:11480-11489. [PMID: 38085952 PMCID: PMC11211065 DOI: 10.1021/acs.jpclett.3c02444] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2023]
Abstract
Substrate positioning dynamics (SPD) orients the substrate in the active site, thereby influencing catalytic efficiency. However, it remains unknown whether SPD effects originate primarily from electrostatic perturbation inside the enzyme or can independently mediate catalysis with a significant non-electrostatic component. In this work, we investigated how the non-electrostatic component of SPD affects transition state (TS) stabilization. Using high-throughput enzyme modeling, we selected Kemp eliminase variants with similar electrostatics inside the enzyme but significantly different SPD. The kinetic parameters of these mutants were experimentally characterized. We observed a valley-shaped, two-segment linear correlation between the TS stabilization free energy (converted from kinetic parameters) and substrate positioning index (a metric to quantify SPD). The energy varies by approximately 2 kcal/mol. Favorable SPD was observed for the distal mutant R154W, increasing the proportion of reactive conformations and leading to the lowest activation free energy. These results indicate the substantial contribution of the non-electrostatic component of SPD to enzyme catalytic efficiency.
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Affiliation(s)
- Yaoyukun Jiang
- Department of Chemistry, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Ning Ding
- Department of Chemistry, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Qianzhen Shao
- Department of Chemistry, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Sebastian L. Stull
- Department of Chemistry, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Zihao Cheng
- Department of Chemistry, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Zhongyue J. Yang
- Department of Chemistry, Vanderbilt University, Nashville, Tennessee 37235, United States
- Center for Structural Biology, Vanderbilt University, Nashville, Tennessee 37235, United States
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, Tennessee 37235, United States
- Data Science Institute, Vanderbilt University, Nashville, Tennessee 37235, United States
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
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24
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Rodriguez-Quiroz ES, Olivares-Xometl O, Santacruz-Vázquez V, Santacruz-Vázquez C, Arellanes-Lozada P, Rubio-Rosas E. Production of Cellulosic Microfibers from Coffee Pulp via Alkaline Treatment, Bleaching and Acid Hydrolysis. MATERIALS (BASEL, SWITZERLAND) 2023; 16:7607. [PMID: 38138748 PMCID: PMC10744440 DOI: 10.3390/ma16247607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Revised: 11/27/2023] [Accepted: 12/08/2023] [Indexed: 12/24/2023]
Abstract
The present work deals with the production of cellulosic microfibers (CMFs) from coffee pulp. The experimental development corresponds to an experimental design of three variables (concentration, temperature and time) of alkaline treatment for delignification, finding that concentration, temperature and time were the most representative variables. Higher delignification was achieved by bleaching cellulosic fibers, followed by acid hydrolysis, thus producing cellulosic fibers with an average diameter of 5.2 µm, which was confirmed using scanning electron microscopy-energy-dispersive X-ray spectroscopy (SEM-EDS). An X-ray diffraction (XRD) analysis revealed, via the crystallinity index, the presence of Type I cellulose and removal of lignocellulosic compounds through chemical treatments. The proximate chemical analysis (PChA) of coffee pulp helped to identify 17% of the crude fiber corresponding to the plant cell wall consisting of lignocellulosic compounds. The initial cellulose content of 26.06% increased gradually to 48.74% with the alkaline treatment, to 57.5% with bleaching, and to 64.7% with acid hydrolysis. These results attested to the rich cellulosic content in the coffee pulp.
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Affiliation(s)
- Eliud S. Rodriguez-Quiroz
- Facultad de Ingeniería Química, Benemérita Universidad Autónoma de Puebla, Av. San Claudio y Blvd. 18 sur, Puebla 72570, Mexico; (E.S.R.-Q.); (O.O.-X.); (V.S.-V.)
| | - Octavio Olivares-Xometl
- Facultad de Ingeniería Química, Benemérita Universidad Autónoma de Puebla, Av. San Claudio y Blvd. 18 sur, Puebla 72570, Mexico; (E.S.R.-Q.); (O.O.-X.); (V.S.-V.)
| | - Verónica Santacruz-Vázquez
- Facultad de Ingeniería Química, Benemérita Universidad Autónoma de Puebla, Av. San Claudio y Blvd. 18 sur, Puebla 72570, Mexico; (E.S.R.-Q.); (O.O.-X.); (V.S.-V.)
| | - Claudia Santacruz-Vázquez
- Facultad de Ingeniería Química, Benemérita Universidad Autónoma de Puebla, Av. San Claudio y Blvd. 18 sur, Puebla 72570, Mexico; (E.S.R.-Q.); (O.O.-X.); (V.S.-V.)
| | - Paulina Arellanes-Lozada
- Facultad de Ingeniería Química, Benemérita Universidad Autónoma de Puebla, Av. San Claudio y Blvd. 18 sur, Puebla 72570, Mexico; (E.S.R.-Q.); (O.O.-X.); (V.S.-V.)
| | - Efraín Rubio-Rosas
- Centro Universitario de Vinculación y Transferencia de Tecnología, Benemérita Universidad Autónoma de Puebla, Prol. 24 sur y Av. San Claudio, Puebla 72570, Mexico;
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25
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Hackl M, Power Z, Chundawat SPS. Oriented display of cello-oligosaccharides for pull-down binding assays to distinguish binding preferences of glycan binding proteins. Carbohydr Res 2023; 534:108943. [PMID: 37783054 DOI: 10.1016/j.carres.2023.108943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 09/13/2023] [Accepted: 09/13/2023] [Indexed: 10/04/2023]
Abstract
The production of biofuels from lignocellulosic biomass using carbohydrate-active enzymes like cellulases is key to a sustainable energy production. Understanding the adsorption mechanism of cellulases and associated binding domain proteins down to the molecular level details will help in the rational design of improved cellulases. In nature, carbohydrate-binding modules (CBMs) from families 17 and 28 often appear in tandem appended to the C-terminus of several endocellulases. Both CBMs are known to bind to the amorphous regions of cellulose non-competitively and show similar binding affinity towards soluble cello-oligosaccharides. Based on the available crystal structures, these CBMs may display a uni-directional binding preference towards cello-oligosaccharides (based on how the oligosaccharide was bound within the CBM binding cleft). However, molecular dynamics (MD) simulations have indicated no such clear preference. Considering that most soluble oligosaccharides are not always an ideal substrate surrogate to study the binding of CBMs to the native cell wall or cell surface displayed glycans, it is critical to use alternative reagents or substrates. To better understand the binding of type B CBMs towards smaller cello-oligosaccharides, we have developed a simple solid-state depletion or pull-down binding assay. Here, we specifically orient azido-labeled carbohydrates from the reducing end to alkyne-labeled micron-sized bead surfaces, using click chemistry, to mimic insoluble cell wall surface-displayed glycans. Our results reveal that both family 17 and 28 CBMs displayed a similar binding affinity towards cellohexaose-modified beads, but not cellopentaose-modified beads, which helps rationalize previously reported crystal structure and MD data. This may indicate a preferred uni-directional binding of specific CBMs and could explain their co-evolution as tandem constructs appended to endocellulases to increase amorphous cellulose substrate targeting efficiency. Overall, our proposed workflow can be easily translated to measure the affinity of glycan-binding proteins to click-chemistry based immobilized surface-displayed carbohydrates or antigens.
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Affiliation(s)
- Markus Hackl
- Department of Chemical and Biochemical Engineering, Rutgers, The State University of New Jersey, Piscataway, NJ, 08854, USA
| | - Zachary Power
- Department of Chemical and Biochemical Engineering, Rutgers, The State University of New Jersey, Piscataway, NJ, 08854, USA
| | - Shishir P S Chundawat
- Department of Chemical and Biochemical Engineering, Rutgers, The State University of New Jersey, Piscataway, NJ, 08854, USA.
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26
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Procópio DP, Lee JW, Shin J, Tramontina R, Ávila PF, Brenelli LB, Squina FM, Damasio A, Rabelo SC, Goldbeck R, Franco TT, Leak D, Jin YS, Basso TO. Metabolic engineering of Saccharomyces cerevisiae for second-generation ethanol production from xylo-oligosaccharides and acetate. Sci Rep 2023; 13:19182. [PMID: 37932303 PMCID: PMC10628280 DOI: 10.1038/s41598-023-46293-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 10/30/2023] [Indexed: 11/08/2023] Open
Abstract
Simultaneous intracellular depolymerization of xylo-oligosaccharides (XOS) and acetate fermentation by engineered Saccharomyces cerevisiae offers significant potential for more cost-effective second-generation (2G) ethanol production. In the present work, the previously engineered S. cerevisiae strain, SR8A6S3, expressing enzymes for xylose assimilation along with an optimized route for acetate reduction, was used as the host for expressing two β-xylosidases, GH43-2 and GH43-7, and a xylodextrin transporter, CDT-2, from Neurospora crassa, yielding the engineered SR8A6S3-CDT-2-GH34-2/7 strain. Both β-xylosidases and the transporter were introduced by replacing two endogenous genes, GRE3 and SOR1, that encode aldose reductase and sorbitol (xylitol) dehydrogenase, respectively, and catalyse steps in xylitol production. The engineered strain, SR8A6S3-CDT-2-GH34-2/7 (sor1Δ gre3Δ), produced ethanol through simultaneous XOS, xylose, and acetate co-utilization. The mutant strain produced 60% more ethanol and 12% less xylitol than the control strain when a hemicellulosic hydrolysate was used as a mono- and oligosaccharide source. Similarly, the ethanol yield was 84% higher for the engineered strain using hydrolysed xylan, compared with the parental strain. Xylan, a common polysaccharide in lignocellulosic residues, enables recombinant strains to outcompete contaminants in fermentation tanks, as XOS transport and breakdown occur intracellularly. Furthermore, acetic acid is a ubiquitous toxic component in lignocellulosic hydrolysates, deriving from hemicellulose and lignin breakdown. Therefore, the consumption of XOS, xylose, and acetate expands the capabilities of S. cerevisiae for utilization of all of the carbohydrate in lignocellulose, potentially increasing the efficiency of 2G biofuel production.
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Affiliation(s)
- Dielle Pierotti Procópio
- Department of Chemical Engineering, Escola Politécnica, Universidade de São Paulo (USP), São Paulo, SP, 05508-010, Brazil
- Departamento de Química Fundamental, Instituto de Química, Universidade de São Paulo), São Paulo, SP, 05508-900, Brazil
| | - Jae Won Lee
- DOE Center for Advanced Bioenergy and Bioproducts Innovation (CABER), University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
- Department of Food Science and Human Nutrition, University of Illinois at Urbana-Champaign (UIUC), Urbana, IL, 61801, USA
| | - Jonghyeok Shin
- DOE Center for Advanced Bioenergy and Bioproducts Innovation (CABER), University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
- Department of Food Science and Human Nutrition, University of Illinois at Urbana-Champaign (UIUC), Urbana, IL, 61801, USA
- Synthetic Biology & Bioengineering Research Center, Korea Research Institute of Bioscience and Biotechnology, Daejeon, 34141, Republic of Korea
| | - Robson Tramontina
- Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas (UNICAMP), Campinas, SP, 13083-862, Brazil
- Environment and Technological Processes Program, University of Sorocaba (UNISO), Sorocaba, SP, 18023-000, Brazil
| | - Patrícia Felix Ávila
- School of Food Engineering, University of Campinas (UNICAMP), Campinas, SP, 13083-862, Brazil
| | - Lívia Beatriz Brenelli
- Interdisciplinary Centre of Energy Planning, University of Campinas (UNICAMP), Campinas, SP, 13083-896, Brazil
| | - Fabio Márcio Squina
- Environment and Technological Processes Program, University of Sorocaba (UNISO), Sorocaba, SP, 18023-000, Brazil
| | - André Damasio
- Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas (UNICAMP), Campinas, SP, 13083-862, Brazil
| | - Sarita Cândida Rabelo
- Departament of Bioprocesses and Biotechnology, School of Agriculture, Sao Paulo State University (UNESP), Botucatu, SP, 18618-687, Brazil
| | - Rosana Goldbeck
- School of Food Engineering, University of Campinas (UNICAMP), Campinas, SP, 13083-862, Brazil
| | - Telma Teixeira Franco
- Interdisciplinary Centre of Energy Planning, University of Campinas (UNICAMP), Campinas, SP, 13083-896, Brazil
- School of Chemical Engineering, University of Campinas (UNICAMP), Campinas, SP, 13083-852, Brazil
| | - David Leak
- Department of Biology and Biochemistry, University of Bath, Claverton Down, Bath, BA2 7AY, UK
| | - Yong-Su Jin
- DOE Center for Advanced Bioenergy and Bioproducts Innovation (CABER), University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
- Department of Food Science and Human Nutrition, University of Illinois at Urbana-Champaign (UIUC), Urbana, IL, 61801, USA
| | - Thiago Olitta Basso
- Department of Chemical Engineering, Escola Politécnica, Universidade de São Paulo (USP), São Paulo, SP, 05508-010, Brazil.
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Vasconcelos Rissi D, Ijaz M, Baschien C. Comparative genome analysis of the freshwater fungus Filosporella fistucella indicates potential for plant-litter degradation at cold temperatures. G3 (BETHESDA, MD.) 2023; 13:jkad190. [PMID: 37619983 PMCID: PMC10627260 DOI: 10.1093/g3journal/jkad190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 08/03/2023] [Accepted: 08/09/2023] [Indexed: 08/26/2023]
Abstract
Freshwater fungi play an important role in the decomposition of organic matter of leaf litter in rivers and streams. They also possess the necessary mechanisms to endure lower temperatures caused by habitat and weather variations. This includes the production of cold-active enzymes and antifreeze proteins. To better understand the physiological activities of freshwater fungi in their natural environment, different methods are being applied, and genome sequencing is one in the spotlight. In our study, we sequenced the first genome of the freshwater fungus Filosporella fistucella (45.7 Mb) and compared the genome with the evolutionary close-related species Tricladium varicosporioides (48.2 Mb). The genomes were annotated using the carbohydrate-active enzyme database where we then filtered for leaf-litter degradation-related enzymes (cellulase, hemicellulase, laccase, pectinase, cutinase, amylase, xylanase, and xyloglucanase). Those enzymes were analyzed for antifreeze properties using a machine-learning approach. We discovered that F. fistucella has more enzymes to participate in the breakdown of sugar, leaf, and wood than T. varicosporioides (855 and 719, respectively). Filosporella fistucella shows a larger set of enzymes capable of resisting cold temperatures than T. varicosporioides (75 and 66, respectively). Our findings indicate that in comparison with T. varicosporioides, F. fistucella has a greater capacity for aquatic growth, adaptability to freshwater environments, and resistance to low temperatures.
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Affiliation(s)
- Daniel Vasconcelos Rissi
- Leibniz - Institute DSMZ, German Collection of Microorganisms and Cell Cultures, 38124 Braunschweig, Germany
| | - Maham Ijaz
- Leibniz - Institute DSMZ, German Collection of Microorganisms and Cell Cultures, 38124 Braunschweig, Germany
| | - Christiane Baschien
- Leibniz - Institute DSMZ, German Collection of Microorganisms and Cell Cultures, 38124 Braunschweig, Germany
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DeChellis A, Nemmaru B, Sammond D, Douglass J, Patil N, Reste O, Chundawat SPS. Supercharging carbohydrate-binding module alone enhances endocellulase thermostability, binding, and activity on cellulosic biomass. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.09.557007. [PMID: 37745483 PMCID: PMC10515785 DOI: 10.1101/2023.09.09.557007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/26/2023]
Abstract
Lignocellulosic biomass recalcitrance to enzymatic degradation necessitates high enzyme loadings incurring large processing costs for industrial-scale biofuels or biochemicals production. Manipulating surface charge interactions to minimize non-productive interactions between cellulolytic enzymes and plant cell wall components (e.g., lignin or cellulose) via protein supercharging has been hypothesized to improve biomass biodegradability, but with limited demonstrated success to date. Here we characterize the effect of introducing non-natural enzyme surface mutations and net charge on cellulosic biomass hydrolysis activity by designing a library of supercharged family-5 endoglucanase Cel5A and its native family-2a carbohydrate binding module (CBM) originally belonging to an industrially relevant thermophilic microbe Thermobifida fusca . A combinatorial library of 33 mutant constructs containing different CBM and Cel5A designs spanning a net charge range of -52 to 37 was computationally designed using Rosetta macromolecular modelling software. Activity for all mutants was rapidly characterized as soluble cell lysates and promising mutants (containing mutations either on the CBM, Cel5A catalytic domain, or both CBM and Cel5A domains) were then purified and systematically characterized. Surprisingly, often endocellulases with mutations on the CBM domain alone resulted in improved activity on cellulosic biomass, with three top-performing supercharged CBM mutants exhibiting between 2-5-fold increase in activity, compared to native enzyme, on both pretreated biomass enriched in lignin (i.e., corn stover) and isolated crystalline/amorphous cellulose. Furthermore, we were able to clearly demonstrate that endocellulase net charge can be selectively fine-tuned using protein supercharging protocol for targeting distinct substrates and maximizing biocatalytic activity. Additionally, several supercharged CBM containing endocellulases exhibited a 5-10 °C increase in optimal hydrolysis temperature, compared to native enzyme, which enabled further increase in hydrolytic yield at higher operational reaction temperatures. This study demonstrates the first successful implementation of enzyme supercharging of cellulolytic enzymes to increase hydrolytic activity towards complex lignocellulosic biomass derived substrates.
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Christoff-Tempesta T, Epps TH. Ionic-Liquid-Mediated Deconstruction of Polymers for Advanced Recycling and Upcycling. ACS Macro Lett 2023; 12:1058-1070. [PMID: 37516988 PMCID: PMC10433533 DOI: 10.1021/acsmacrolett.3c00276] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Accepted: 06/26/2023] [Indexed: 08/01/2023]
Abstract
Ionic liquids (ILs) are a promising medium to assist in the advanced (chemical and biological) recycling of polymers, owing to their tunable catalytic activity, tailorable chemical functionality, low vapor pressures, and thermal stability. These unique physicochemical properties, combined with ILs' capacity to solubilize plastics waste and biopolymers, offer routes to deconstruct polymers at reduced temperatures (and lower energy inputs) versus conventional bulk and solvent-based methods, while also minimizing unwanted side reactions. In this Viewpoint, we discuss the use of ILs as catalysts and mediators in advanced recycling, with an emphasis on chemical recycling, by examining the interplay between IL chemistry and deconstruction thermodynamics, deconstruction kinetics, IL recovery, and product recovery. We also consider several potential environmental benefits and concerns associated with employing ILs for advanced recycling over bulk- or solvent-mediated deconstruction techniques, such as reduced chemical escape by volatilization, decreased energy demands, toxicity, and environmental persistence. By analyzing IL-mediated polymer deconstruction across a breadth of macromolecular systems, we identify recent innovations, current challenges, and future opportunities in IL application toward circular polymer economies.
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Affiliation(s)
- Ty Christoff-Tempesta
- Department
of Chemical and Biomolecular Engineering, University of Delaware, Newark, Delaware 19716, United States
| | - Thomas H. Epps
- Department
of Chemical and Biomolecular Engineering, University of Delaware, Newark, Delaware 19716, United States
- Department
of Materials Science and Engineering, University
of Delaware, Newark, Delaware 19716, United States
- Center
for Research in Soft matter and Polymers (CRiSP), University of Delaware, Newark, Delaware 19716, United States
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Mukherjee S, Lodha TD, Madhuprakash J. Comprehensive Genome Analysis of Cellulose and Xylan-Active CAZymes from the Genus Paenibacillus: Special Emphasis on the Novel Xylanolytic Paenibacillus sp. LS1. Microbiol Spectr 2023; 11:e0502822. [PMID: 37071006 PMCID: PMC10269863 DOI: 10.1128/spectrum.05028-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 03/24/2023] [Indexed: 04/19/2023] Open
Abstract
Xylan is the most abundant hemicellulose in hardwood and graminaceous plants. It is a heteropolysaccharide comprising different moieties appended to the xylose units. Complete degradation of xylan requires an arsenal of xylanolytic enzymes that can remove the substitutions and mediate internal hydrolysis of the xylan backbone. Here, we describe the xylan degradation potential and underlying enzyme machinery of the strain, Paenibacillus sp. LS1. The strain LS1 was able to utilize both beechwood and corncob xylan as the sole source of carbon, with the former being the preferred substrate. Genome analysis revealed an extensive xylan-active CAZyme repertoire capable of mediating efficient degradation of the complex polymer. In addition to this, a putative xylooligosaccharide ABC transporter and homologues of the enzymes involved in the xylose isomerase pathway were identified. Further, we have validated the expression of selected xylan-active CAZymes, transporters, and metabolic enzymes during growth of the LS1 on xylan substrates using qRT-PCR. The genome comparison and genomic index (average nucleotide identity [ANI] and digital DNA-DNA hybridization) values revealed that strain LS1 is a novel species of the genus Paenibacillus. Lastly, comparative genome analysis of 238 genomes revealed the prevalence of xylan-active CAZymes over cellulose across the Paenibacillus genus. Taken together, our results indicate that Paenibacillus sp. LS1 is an efficient degrader of xylan polymers, with potential implications in the production of biofuels and other beneficial by-products from lignocellulosic biomass. IMPORTANCE Xylan is the most abundant hemicellulose in the lignocellulosic (plant) biomass that requires cooperative deconstruction by an arsenal of different xylanolytic enzymes to produce xylose and xylooligosaccharides. Microbial (particularly, bacterial) candidates that encode such enzymes are an asset to the biorefineries to mediate efficient and eco-friendly deconstruction of xylan to generate products of value. Although xylan degradation by a few Paenibacillus spp. is reported, a complete genus-wide understanding of the said trait is unavailable till date. Through comparative genome analysis, we showed the prevalence of xylan-active CAZymes across Paenibacillus spp., therefore making them an attractive option towards efficient xylan degradation. Additionally, we deciphered the xylan degradation potential of the strain Paenibacillus sp. LS1 through genome analysis, expression profiling, and biochemical studies. The ability of Paenibacillus sp. LS1 to degrade different xylan types obtained from different plant species, emphasizes its potential implication in lignocellulosic biorefineries.
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Affiliation(s)
- Saumashish Mukherjee
- Department of Plant Sciences, School of Life Sciences, University of Hyderabad, Gachibowli, Hyderabad, India
| | | | - Jogi Madhuprakash
- Department of Plant Sciences, School of Life Sciences, University of Hyderabad, Gachibowli, Hyderabad, India
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Pendse DS, Deshmukh M, Pande A. Different pre-treatments and kinetic models for bioethanol production from lignocellulosic biomass: A review. Heliyon 2023; 9:e16604. [PMID: 37260877 PMCID: PMC10227349 DOI: 10.1016/j.heliyon.2023.e16604] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 05/14/2023] [Accepted: 05/22/2023] [Indexed: 06/02/2023] Open
Abstract
Lignocellulosic biomass is the generally explored substrate to produce bioethanol for environmental sustainability due to its availability in abundance. However, the complex network of cellulose-hemicellulose-lignin present in it makes its hydrolysis as a challenging task. To boost the effectiveness of conversion, biomass is pre-treated before enzymatic hydrolysis to alter or destroy its original composition. Enzymes like Cellulases are widely used for breaking down cellulose into fermentable sugars. Enzymatic hydrolysis is a complex process involving many influencing factors such as pH, temperature, substrate concentration. This review presents major four pre-treatment methods used for hydrolysing different substrates under varied reaction conditions along with their mechanism and limitations. A relative comparison of data analysis for most widely studied 10 kinetic models is briefly explained in terms of substrates used to get the brief insight about hydrolysis rates. The summary of pre-treatment methods and hydrolysis rates including cellulase enzyme kinetics will be the value addition for upcoming researchers for optimising the hydrolysis process.
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Affiliation(s)
- Dhanashri S Pendse
- Research Scholar, School of Chemical Engineering, Dr. Vishwanath Karad MIT World Peace University, Pune, 411038, India
| | - Minal Deshmukh
- School of Petroleum Engineering, Dr. Vishwanath Karad MIT World Peace University, Pune, 411038, India
| | - Ashwini Pande
- School of Petroleum Engineering, Dr Vishwanath Karad MIT World Peace University, Pune, 411038, India
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Borchert AJ, Bleem A, Beckham GT. RB-TnSeq identifies genetic targets for improved tolerance of Pseudomonas putida towards compounds relevant to lignin conversion. Metab Eng 2023; 77:208-218. [PMID: 37059293 DOI: 10.1016/j.ymben.2023.04.007] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2023] [Revised: 03/21/2023] [Accepted: 04/12/2023] [Indexed: 04/16/2023]
Abstract
Lignin-derived mixtures intended for bioconversion commonly contain high concentrations of aromatic acids, aliphatic acids, and salts. The inherent toxicity of these chemicals places a significant bottleneck upon the effective use of microbial systems for the valorization of these mixtures. Pseudomonas putida KT2440 can tolerate stressful quantities of several lignin-related compounds, making this bacterium a promising host for converting these chemicals to valuable bioproducts. Nonetheless, further increasing P. putida tolerance to chemicals in lignin-rich substrates has the potential to improve bioprocess performance. Accordingly, we employed random barcoded transposon insertion sequencing (RB-TnSeq) to reveal genetic determinants in P. putida KT2440 that influence stress outcomes during exposure to representative constituents found in lignin-rich process streams. The fitness information obtained from the RB-TnSeq experiments informed engineering of strains via deletion or constitutive expression of several genes. Namely, ΔgacAS, ΔfleQ, ΔlapAB, ΔttgR::Ptac:ttgABC, Ptac:PP_1150:PP_1152, ΔrelA, and ΔPP_1430 mutants showed growth improvement in the presence of single compounds, and some also exhibited greater tolerance when grown using a complex chemical mixture representative of a lignin-rich chemical stream. Overall, this work demonstrates the successful implementation of a genome-scale screening tool for the identification of genes influencing stress tolerance against notable compounds within lignin-enriched chemical streams, and the genetic targets identified herein offer promising engineering targets for improving feedstock tolerance in lignin valorization strains of P. putida KT2440.
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Affiliation(s)
- Andrew J Borchert
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, USA; Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, USA
| | - Alissa Bleem
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, USA; Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, USA
| | - Gregg T Beckham
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, USA; Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, USA.
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Chutturi M, Gillela S, Yadav SM, Wibowo ES, Sihag K, Rangppa SM, Bhuyar P, Siengchin S, Antov P, Kristak L, Sinha A. A comprehensive review of the synthesis strategies, properties, and applications of transparent wood as a renewable and sustainable resource. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 864:161067. [PMID: 36565890 DOI: 10.1016/j.scitotenv.2022.161067] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 12/12/2022] [Accepted: 12/16/2022] [Indexed: 06/17/2023]
Abstract
The uncertainties of the environment and the emission levels of nonrenewable resources have compelled humanity to develop sustainable energy savers and sustainable materials. One of the most abundant and versatile bio-based structural materials is wood. Wood has several promising advantages, including high toughness, low thermal conductivity, low density, high Young's modulus, biodegradability, and non-toxicity. Furthermore, while wood has many ecological and structural advantages, it does not meet optical transparency requirements. Transparent wood is ideal for use in various industries, including electronics, packaging, automotive, and construction, due to its high transparency, haze, and environmental friendliness. As a necessary consequence, current research on developing fine wood is summarized in this review. This review begins with an explanation of the history of fine wood. The concept and various synthesis strategies, such as delignification, refractive index measurement methods, and transparent lumber polymerization, are discussed. Approaches and techniques for the characterization of transparent wood are outlined, including microscopic, Fourier transform infrared (FTIR), and X-ray diffraction (XRD) analysis. Furthermore, the characterization, physical properties, mechanical properties, optical properties, and thermal conductivity of transparent wood are emphasized. Eventually, a brief overview of the various applications of fine wood is presented. The present review summarized the first necessary actions toward future transparent wood applications.
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Affiliation(s)
- Mahesh Chutturi
- Department of Forest Products and Utilization, Forest College and Research Institute, Hyderabad 502279, Telangana, India
| | - Swetha Gillela
- Department of Forest Products and Utilization, Forest College and Research Institute, Hyderabad 502279, Telangana, India
| | - Sumit Manohar Yadav
- Department of Forest Products and Utilization, Forest College and Research Institute, Hyderabad 502279, Telangana, India; Centre of Advanced Materials, University of Malaya, Kuala Lumpur 50603, Malaysia.
| | - Eko Setio Wibowo
- Research Center for Biomaterials, National Research and Innovation of Indonesia, Cibinong 16911, Indonesia; Department of Wood and Paper Sciences, Kyungpook National University, Daegu 41566, Republic of Korea
| | - Kapil Sihag
- Department of Forest Products and Utilization, Forest College and Research Institute, Hyderabad 502279, Telangana, India
| | - Sanjay Mavinkere Rangppa
- Natural Composites Research Group Lab, Department of Materials and Production Engineering, The Sirindhorn International Thai-German Graduate School of Engineering (TGGS), King Mongkut's University of Technology North Bangkok (KMUTNB), 10800 Bangkok, Thailand
| | - Prakash Bhuyar
- International College (MJU-IC), Maejo University, Chiang Mai 50290, Thailand
| | - Suchart Siengchin
- Natural Composites Research Group Lab, Department of Materials and Production Engineering, The Sirindhorn International Thai-German Graduate School of Engineering (TGGS), King Mongkut's University of Technology North Bangkok (KMUTNB), 10800 Bangkok, Thailand
| | - Petar Antov
- Faculty of Forest Industry, University of Forestry, 1797 Sofia, Bulgaria
| | - Lubos Kristak
- Faculty of Wood Sciences and Technology, Technical University in Zvolen, 96001 Zvolen, Slovakia
| | - Arijit Sinha
- Department of Wood Science and Engineering, Oregon State University, 234 Richardson Hall, Corvallis, OR 97331, USA
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Fan W, Sun X, Cui G, Li Q, Xu Y, Wang L, Li X, Hu B, Chi Z. A strategy of co-fermentation of distillers dried grains with solubles (DDGS) and lignocellulosic feedstocks as swine feed. Crit Rev Biotechnol 2023; 43:212-226. [PMID: 35658696 DOI: 10.1080/07388551.2022.2027337] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
To meet the sustainable development of the swine feed industry, it is essential to find alternative feed resources and develop new feed processing technologies. Distillers dried grains with solubles (DDGS) is a by-product from the ethanol industry consisting of adequate nutrients for swine and is an excellent choice for the swine farming industry. Here, a strategy of co-fermentation of DDGS and lignocellulosic feedstocks for production of swine feed was discussed. The potential of the DDGS and lignocellulosic feedstocks as feedstock for fermented pig feed and the complementary relationship between them were described. In order to facilitate the swine feed research in co-fermentation of DDGS and lignocellulosic feedstocks, the relevant studies on strain selection, fermentation conditions, targeted metabolism, product nutrition, as well as the growth and health of swine were collected and critically reviewed. This review proposed an approach for the production of easily digestible and highly nutritious swine feed via co-fermentation of DDGS and lignocellulosic feedstocks, which could provide a guide for cleaner swine farming, relieve stress on the increasing demand of high-value swine feed, and finally support the ever-increasing demand of the pork market.
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Affiliation(s)
- Weiwei Fan
- School of Bioengineering, Dalian University of Technology, Dalian, China
| | - Xiao Sun
- Department of Bioproducts and Biosystems Engineering, University of Minnesota, Saint Paul, MN, USA
| | - Guannan Cui
- Key Laboratory of Cleaner Production and Integrated Resource Utilization of China National Light Industry, Beijing Technology and Business University, Beijing, China
| | - Qunliang Li
- School of Chemistry and Chemical Engineering, Guangxi University, Nanning, China
| | - Yongping Xu
- School of Bioengineering, Dalian University of Technology, Dalian, China
| | - Lili Wang
- School of Bioengineering, Dalian University of Technology, Dalian, China
| | - Xiaoyu Li
- School of Bioengineering, Dalian University of Technology, Dalian, China
| | - Bo Hu
- Department of Bioproducts and Biosystems Engineering, University of Minnesota, Saint Paul, MN, USA
| | - Zhanyou Chi
- School of Bioengineering, Dalian University of Technology, Dalian, China
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Sarkar D, Santiago IJ, Vermaas JV. Atomistic Origins of Biomass Recalcitrance in Organosolv Pretreatment. Chem Eng Sci 2023. [DOI: 10.1016/j.ces.2023.118587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
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36
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A Renewable Lignin-based Thermoplastic Adhesive for Steel Joining. Eur Polym J 2023. [DOI: 10.1016/j.eurpolymj.2023.111981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/11/2023]
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de Camargo BR, Steindorff AS, da Silva LA, de Oliveira AS, Hamann PRV, Noronha EF. Expression profiling of Clostridium thermocellum B8 during the deconstruction of sugarcane bagasse and straw. World J Microbiol Biotechnol 2023; 39:105. [PMID: 36840776 DOI: 10.1007/s11274-023-03546-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 02/10/2023] [Indexed: 02/26/2023]
Abstract
The gram-positive bacterium Clostridium thermocellum contains a set of carbohydrate-active enzymes that can potentially be employed to generate high-value-added products from lignocellulose. In this study, the gene expression profiling of C. thermocellum B8 was provided during growth in the presence of sugarcane bagasse and straw as a carbon source in comparison to growth using microcrystalline cellulose. A total of 625 and 509 genes were up-regulated for growth in the presence of bagasse and straw, respectively. These genes were mainly grouped into carbohydrate-active enzymes (CAZymes), cell motility, chemotaxis, quorum sensing pathway and expression control of glycoside hydrolases. These results show that type of carbon source modulates the gene expression profiling of carbohydrate-active enzymes. In addition, highlight the importance of cell motility, attachment to the substrate and communication in deconstructing complex substrates. This present work may contribute to the development of enzymatic cocktails and industrial strains for biorefineries based on sugarcane residues as feedstock.
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Affiliation(s)
- Brenda Rabello de Camargo
- Laboratory of Enzymology, Department of Cell Biology, University of Brasília, Brasilia, DF, 70910-900, Brazil
| | | | - Leonardo Assis da Silva
- Laboratory of Virology, Department of Cell Biology, University of Brasília, Brasília, DF, Brazil
| | - Athos Silva de Oliveira
- Laboratory of Virology, Department of Cell Biology, University of Brasília, Brasília, DF, Brazil
| | - Pedro Ricardo Vieira Hamann
- São Carlos Institute of Physics, University of São Paulo, Avenida Trabalhador São-Carlense,400, Parque Arnold Schimidt, São Carlos, SP, 13566-590, Brazil
| | - Eliane Ferreira Noronha
- Laboratory of Enzymology, Department of Cell Biology, University of Brasília, Brasilia, DF, 70910-900, Brazil.
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Chandrakanth NN, Zhang C, Freeman J, de Souza WR, Bartley LE, Mitchell RA. Modification of plant cell walls with hydroxycinnamic acids by BAHD acyltransferases. FRONTIERS IN PLANT SCIENCE 2023; 13:1088879. [PMID: 36733587 PMCID: PMC9887202 DOI: 10.3389/fpls.2022.1088879] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Accepted: 12/28/2022] [Indexed: 06/18/2023]
Abstract
In the last decade it has become clear that enzymes in the "BAHD" family of acyl-CoA transferases play important roles in the addition of phenolic acids to form ester-linked moieties on cell wall polymers. We focus here on the addition of two such phenolics-the hydroxycinnamates, ferulate and p-coumarate-to two cell wall polymers, glucuronoarabinoxylan and to lignin. The resulting ester-linked feruloyl and p-coumaroyl moities are key features of the cell walls of grasses and other commelinid monocots. The capacity of ferulate to participate in radical oxidative coupling means that its addition to glucuronoarabinoxylan or to lignin has profound implications for the properties of the cell wall - allowing respectively oxidative crosslinking to glucuronoarabinoxylan chains or introducing ester bonds into lignin polymers. A subclade of ~10 BAHD genes in grasses is now known to (1) contain genes strongly implicated in addition of p-coumarate or ferulate to glucuronoarabinoxylan (2) encode enzymes that add p-coumarate or ferulate to lignin precursors. Here, we review the evidence for functions of these genes and the biotechnological applications of manipulating them, discuss our understanding of mechanisms involved, and highlight outstanding questions for future research.
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Affiliation(s)
| | - Chengcheng Zhang
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK, United States
| | - Jackie Freeman
- Plant Sciences, Rothamsted Research, West Common, Harpenden, Hertfordshire, United Kingdom
| | | | - Laura E. Bartley
- Institute of Biological Chemistry, Washington State University, Pullman, WA, United States
| | - Rowan A.C. Mitchell
- Plant Sciences, Rothamsted Research, West Common, Harpenden, Hertfordshire, United Kingdom
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Jiang Y, Stull SL, Shao Q, Yang ZJ. Convergence in determining enzyme functional descriptors across Kemp eliminase variants. ELECTRONIC STRUCTURE (BRISTOL, ENGLAND) 2022; 4:044007. [PMID: 37425623 PMCID: PMC10327861 DOI: 10.1088/2516-1075/acad51] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/11/2023]
Abstract
Molecular simulations have been extensively employed to accelerate biocatalytic discoveries. Enzyme functional descriptors derived from molecular simulations have been leveraged to guide the search for beneficial enzyme mutants. However, the ideal active-site region size for computing the descriptors over multiple enzyme variants remains untested. Here, we conducted convergence tests for dynamics-derived and electrostatic descriptors on 18 Kemp eliminase variants across six active-site regions with various boundary distances to the substrate. The tested descriptors include the root-mean-square deviation of the active-site region, the solvent accessible surface area ratio between the substrate and active site, and the projection of the electric field (EF) on the breaking C-H bond. All descriptors were evaluated using molecular mechanics methods. To understand the effects of electronic structure, the EF was also evaluated using quantum mechanics/molecular mechanics methods. The descriptor values were computed for 18 Kemp eliminase variants. Spearman correlation matrices were used to determine the region size condition under which further expansion of the region boundary does not substantially change the ranking of descriptor values. We observed that protein dynamics-derived descriptors, including RMSDactive_site and SASAratio, converge at a distance cutoff of 5 Å from the substrate. The electrostatic descriptor, EFC-H, converges at 6 Å using molecular mechanics methods with truncated enzyme models and 4 Å using quantum mechanics/molecular mechanics methods with whole enzyme model. This study serves as a future reference to determine descriptors for predictive modeling of enzyme engineering.
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Affiliation(s)
- Yaoyukun Jiang
- Department of Chemistry, Vanderbilt University, Nashville, TN 37235, United States of America
| | - Sebastian L Stull
- Department of Chemistry, Vanderbilt University, Nashville, TN 37235, United States of America
| | - Qianzhen Shao
- Department of Chemistry, Vanderbilt University, Nashville, TN 37235, United States of America
| | - Zhongyue J Yang
- Department of Chemistry, Vanderbilt University, Nashville, TN 37235, United States of America
- Center for Structural Biology, Vanderbilt University, Nashville, TN 37235, United States of America
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, TN 37235, United States of America
- Data Science Institute, Vanderbilt University, Nashville, TN 37235, United States of America
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, TN 37235, United States of America
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40
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Waheed MA, Akogun OA, Enweremadu CC. An overview of torrefied bioresource briquettes: quality-influencing parameters, enhancement through torrefaction and applications. BIORESOUR BIOPROCESS 2022; 9:122. [PMID: 38647887 PMCID: PMC10992263 DOI: 10.1186/s40643-022-00608-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 11/01/2022] [Indexed: 11/29/2022] Open
Abstract
In recent years, the need for clean, viable and sustainable source of alternative fuel is on the rampage in the global space due to the challenges posed by human factors including fossil induced emissions, fuel shortage and its ever-rising prices. These challenges are the major reason to utilize alternative source of energy such as lignocellulosic biomass as domestic and industrial feedstock. However, biomass in their raw form is problematic for application, hence, a dire need for torrefaction pre-treatment is required. The torrefaction option could ameliorate biomass limitations such as low heating value, high volatile matter, low bulk density, hygroscopic and combustion behaviour, low energy density and its fibrous nature. The torrefied product in powder form could cause air pollution and make utilization, handling, transportation, and storage challenging, hence, densification into product of higher density briquettes. This paper therefore provides an overview on the performance of torrefied briquettes from agricultural wastes. The review discusses biomass and their constituents, torrefaction pre-treatment, briquetting of torrefied biomass, the parameters influencing the quality, behaviour and applications of torrefied briquettes, and way forward in the briquetting sector in the developing world.
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Affiliation(s)
- M A Waheed
- Department of Mechanical Engineering, College of Science, Engineering and Technology, University of South Africa, Science Campus, Florida, 1709, South Africa.
| | - O A Akogun
- Agricultural Mechanization and Sustainable Environment Programme, Centre of Excellence in Agricultural Development and Sustainable Environment, Federal University of Agriculture, P. M. B, Abeokuta, 2240, Nigeria
| | - C C Enweremadu
- Department of Mechanical Engineering, College of Science, Engineering and Technology, University of South Africa, Science Campus, Florida, 1709, South Africa
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41
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Effects of Biochar and Nitrogen Application on Rice Biomass Saccharification, Bioethanol Yield and Cell Wall Polymers Features. Int J Mol Sci 2022; 23:ijms232113635. [DOI: 10.3390/ijms232113635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Revised: 10/31/2022] [Accepted: 11/04/2022] [Indexed: 11/09/2022] Open
Abstract
Rice is a major food crop that produces abundant biomass wastes for biofuels. To improve rice biomass and yield, nitrogen (N) fertilizer is excessively used, which is not eco-friendly. Alternatively, biochar (B) application is favored to improve rice biomass and yield under low chemical fertilizers. To minimize the reliance on N fertilizer, we applied four B levels (0, 10, 20, and 30 t B ha−1) combined with two N rates (low-135 and high-180 kg ha−1) to improve biomass yield. Results showed that compared to control, the combined B at 20–30 t ha−1 with low N application significantly improved plant dry matter and arabinose (Ara%), while decreasing cellulose crystallinity (Crl), degree of polymerization (DP), and the ratio of xylose/arabinose (Xyl/Ara), resulting in high hexoses (% cellulose) and bioethanol yield (% dry matter). We concluded that B coupled with N can alter cell wall polymer features in paddy rice resulting in high biomass saccharification and bioethanol production.
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42
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Zhao C, Ma Z, Huang C, Wen J, Hassan M. Editorial: From biomass to bio-energy and bio-chemicals: Pretreatment, thermochemical conversion, biochemical conversion and its bio-based applications. Front Bioeng Biotechnol 2022; 10:975171. [DOI: 10.3389/fbioe.2022.975171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 10/17/2022] [Indexed: 11/13/2022] Open
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43
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Petrášek Z, Nidetzky B. Model of Processive Catalysis with Site Clustering and Blocking and Its Application to Cellulose Hydrolysis. J Phys Chem B 2022; 126:8472-8485. [PMID: 36251767 PMCID: PMC9623590 DOI: 10.1021/acs.jpcb.2c05956] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Interactions between particles moving on a linear track and their possible blocking by obstacles can lead to crowding, impeding the particles' transport kinetics. When the particles are enzymes processively catalyzing a reaction along a linear polymeric substrate, these crowding and blocking effects may substantially reduce the overall catalytic rate. Cellulose hydrolysis by exocellulases processively moving along cellulose chains assembled into insoluble cellulose particles is an example of such a catalytic transport process. The details of the kinetics of cellulose hydrolysis and the causes of the often observed reduction of hydrolysis rate over time are not yet fully understood. Crowding and blocking of enzyme particles are thought to be one of the important factors affecting the cellulose hydrolysis, but its exact role and mechanism are not clear. Here, we introduce a simple model based on an elementary transport process that incorporates the crowding and blocking effects in a straightforward way. This is achieved by making a distinction between binding and non-binding sites on the chain. The model reproduces a range of experimental results, mainly related to the early phase of cellulose hydrolysis. Our results indicate that the combined effects of clustering of binding sites together with the occupancy pattern of these sites by the enzyme molecules play a decisive role in the overall kinetics of cellulose hydrolysis. It is suggested that periodic desorption and rebinding of enzyme molecules could be a basis of a strategy to partially counter the clustering of and blocking by the binding sites and so enhance the rate of cellulose hydrolysis. The general nature of the model means that it could be applicable also to other transport processes that make a distinction between binding and non-binding sites, where crowding and blocking are expected to be relevant.
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Affiliation(s)
- Zdeněk Petrášek
- Institute
of Biotechnology and Biochemical Engineering, Graz University of Technology, NAWI Graz, Petersgasse 12, A-8010Graz, Austria,
| | - Bernd Nidetzky
- Institute
of Biotechnology and Biochemical Engineering, Graz University of Technology, NAWI Graz, Petersgasse 12, A-8010Graz, Austria,Austrian
Centre of Industrial Biotechnology, Petersgasse 14, A-8010Graz, Austria,. Phone: +43 (0)316 8738409, +43 (0)316 8738400
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44
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Zhang J, Liu Z, Sakamoto S, Mitsuda N, Ren A, Persson S, Zhang D. ETHYLENE RESPONSE FACTOR 34 promotes secondary cell wall thickening and strength of rice peduncles. PLANT PHYSIOLOGY 2022; 190:1806-1820. [PMID: 36047836 PMCID: PMC9614485 DOI: 10.1093/plphys/kiac385] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 07/15/2022] [Indexed: 06/15/2023]
Abstract
Cellulose and lignin are critical cell wall components for plant morphogenesis and adaptation to environmental conditions. The cytoskeleton supports cell wall deposition, but much of the underpinning regulatory components remain unknown. Here, we show that an APETALA2/ETHYLENE RESPONSE FACTOR (ERF) family transcription factor, OsERF34, directly promotes the expression of the actin- and microtubule-binding protein Rice Morphology Determinant (RMD) in rice (Oryza sativa) peduncles. OsERF34 and RMD are highly expressed in sclerenchymatous peduncle cells that are fortified by thick secondary cell walls (SCWs) that provide mechanical peduncle strength. erf34 and rmd-1 mutants contained lower cellulose and lignin contents and thinner SCWs, while ERF34 over-expressing (OE) lines maintained high cellulose and lignin content with thicker SCWs. These characteristics impacted peduncle mechanical strength, that is, reduced strength in erf34 and rmd-1 and increased strength of ERF34 OE plants. Taken together, our results demonstrate that the OsERF34-RMD cascade positively regulates SCW synthesis and mechanical strength in rice peduncles, which is important for yield, and provide a potential guide for improved peduncle breeding efforts in rice.
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Affiliation(s)
- Jiao Zhang
- School of Life Sciences and Biotechnology, Joint International Research Laboratory of Metabolic and Developmental Sciences, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Zengyu Liu
- School of Life Sciences and Biotechnology, Joint International Research Laboratory of Metabolic and Developmental Sciences, Shanghai Jiao Tong University, Shanghai, 200240, China
| | | | | | - Anran Ren
- School of Life Sciences and Biotechnology, Joint International Research Laboratory of Metabolic and Developmental Sciences, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Staffan Persson
- School of Life Sciences and Biotechnology, Joint International Research Laboratory of Metabolic and Developmental Sciences, Shanghai Jiao Tong University, Shanghai, 200240, China
- Department of Plant & Environmental Sciences (PLEN), University of Copenhagen, Frederiksberg, 1870, Denmark
- Copenhagen Plant Science Center (CPSC), University of Copenhagen, Frederiksberg, 1870, Denmark
| | - Dabing Zhang
- School of Life Sciences and Biotechnology, Joint International Research Laboratory of Metabolic and Developmental Sciences, Shanghai Jiao Tong University, Shanghai, 200240, China
- School of Agriculture, Food, and Wine, University of Adelaide, Urrbrae, 5064, Australia
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45
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Acoustic force spectroscopy reveals subtle differences in cellulose unbinding behavior of carbohydrate-binding modules. Proc Natl Acad Sci U S A 2022; 119:e2117467119. [PMID: 36215467 PMCID: PMC9586272 DOI: 10.1073/pnas.2117467119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Protein adsorption to solid carbohydrate interfaces is critical to many biological processes, particularly in biomass deconstruction. To engineer more-efficient enzymes for biomass deconstruction into sugars, it is necessary to characterize the complex protein-carbohydrate interfacial interactions. A carbohydrate-binding module (CBM) is often associated with microbial surface-tethered cellulosomes or secreted cellulase enzymes to enhance substrate accessibility. However, it is not well known how CBMs recognize, bind, and dissociate from polysaccharides to facilitate efficient cellulolytic activity, due to the lack of mechanistic understanding and a suitable toolkit to study CBM-substrate interactions. Our work outlines a general approach to study the unbinding behavior of CBMs from polysaccharide surfaces using a highly multiplexed single-molecule force spectroscopy assay. Here, we apply acoustic force spectroscopy (AFS) to probe a Clostridium thermocellum cellulosomal scaffoldin protein (CBM3a) and measure its dissociation from nanocellulose surfaces at physiologically relevant, low force loading rates. An automated microfluidic setup and method for uniform deposition of insoluble polysaccharides on the AFS chip surfaces are demonstrated. The rupture forces of wild-type CBM3a, and its Y67A mutant, unbinding from nanocellulose surfaces suggests distinct multimodal CBM binding conformations, with structural mechanisms further explored using molecular dynamics simulations. Applying classical dynamic force spectroscopy theory, the single-molecule unbinding rate at zero force is extrapolated and found to agree with bulk equilibrium unbinding rates estimated independently using quartz crystal microbalance with dissipation monitoring. However, our results also highlight critical limitations of applying classical theory to explain the highly multivalent binding interactions for cellulose-CBM bond rupture forces exceeding 15 pN.
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46
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Characterization of a GH5 endoxylanase from Penicillium funiculosum and its synergism with GH16 endo-1,3(4)-glucanase in saccharification of sugarcane bagasse. Sci Rep 2022; 12:17219. [PMID: 36241677 PMCID: PMC9568505 DOI: 10.1038/s41598-022-21529-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Accepted: 09/28/2022] [Indexed: 01/06/2023] Open
Abstract
The production of second-generation fuels from lignocellulosic residues such as sugarcane bagasse (SCB) requires the synergistic interaction of key cellulose-degrading enzymes and accessory proteins for their complete deconstruction to useful monomeric sugars. Here, we recombinantly expressed and characterized unknown GH5 xylanase from P. funiculosum (PfXyn5) in Pichia pastoris, which was earlier found in our study to be highly implicated in SCB saccharification. The PfXyn5 has a molecular mass of ~ 55 kDa and showed broad activity against a range of substrates like xylan, xyloglucan, laminarin and p-nitrophenyl-β-D-xylopyranoside, with the highest specific activity of 0.7 U/mg against xylan at pH 4.5 and 50 °C. Analysis of the degradation products of xylan and SCB by PfXyn5 showed significant production of xylooligosaccharides (XOS) with a degree of polymerization (DP) ranging from two (DP2) to six (DP6), thus, suggesting that the PfXyn5 is an endo-acting enzyme. The enzyme synergistically improved the saccharification of SCB when combined with the crude cellulase cocktail of P. funiculosum with a degree of synergism up to 1.32. The PfXyn5 was further expressed individually and simultaneously with a notable GH16 endoglucanase (PfEgl16) in a catabolite-derepressed strain of P. funiculosum, PfMig188, and the saccharification efficiency of the secretomes from the resulting transformants were investigated on SCB. The secretome of PfMig188 overexpressing Xyn5 or Egl16 increased the saccharification of SCB by 9% or 7%, respectively, over the secretome of PfMig188, while the secretome of dual transformant increased SCB saccharification by ~ 15% at the same minimal protein concentration.
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47
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Wang X, Wang P, Su Y, Wang Q, Ling Z, Yong Q. Supramolecular Deconstruction of Bamboo Holocellulose via Hydrothermal Treatment for Highly Efficient Enzymatic Conversion at Low Enzyme Dosage. Int J Mol Sci 2022; 23:11829. [PMID: 36233128 PMCID: PMC9570373 DOI: 10.3390/ijms231911829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Revised: 09/30/2022] [Accepted: 10/03/2022] [Indexed: 11/16/2022] Open
Abstract
Hydrothermal pretreatment (HTP) has long been considered as an efficient and green treatment process on lignocellulosic biomass for bioconversion. However, the variations of cellulose supramolecular structures during HTP as well as their effects on subsequent enzymatic conversion are less understood. In this work, bamboo holocellulose with well-connected cellulose and hemicelluloses polysaccharides were hydrothermally treated under various temperatures. Chemical, morphological, and crystal structural determinations were performed systematically by a series of advanced characterizations. Xylan was degraded to xylooligosaccharides in the hydrolyzates accompanied by the reduced degree of polymerization for cellulose. Cellulose crystallites were found to swell anisotropically, despite the limited decrystallization by HTP. Hydrogen bond linkages between cellulose molecular chains were weakened due to above chemical and crystal variations, which therefore swelled, loosened, and separated the condensed cellulose microfibrils. Samples after HTP present notably increased surface area, favoring the adsorption and subsequent hydrolysis by cellulase enzymes. A satisfying enzymatic conversion yield (>85%) at rather low cellulase enzyme dosage (10 FPU/g glucan) was obtained, which would indicate new understandings on the green and efficient bioconversion process on lignocellulosic biomass.
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Affiliation(s)
- Xinyan Wang
- Innovation Center of Efficient Processing and Utilization of Forest Resources, College of Chemical Engineering, Nanjing Forestry University, Nanjing 210037, China
| | - Peng Wang
- Innovation Center of Efficient Processing and Utilization of Forest Resources, College of Chemical Engineering, Nanjing Forestry University, Nanjing 210037, China
| | - Yan Su
- Innovation Center of Efficient Processing and Utilization of Forest Resources, College of Chemical Engineering, Nanjing Forestry University, Nanjing 210037, China
| | - Qiyao Wang
- Innovation Center of Efficient Processing and Utilization of Forest Resources, College of Chemical Engineering, Nanjing Forestry University, Nanjing 210037, China
| | - Zhe Ling
- Innovation Center of Efficient Processing and Utilization of Forest Resources, College of Chemical Engineering, Nanjing Forestry University, Nanjing 210037, China
- State Key Laboratory of Pulp Paper Engineering, South China University of Technology, Guangzhou 510640, China
| | - Qiang Yong
- Innovation Center of Efficient Processing and Utilization of Forest Resources, College of Chemical Engineering, Nanjing Forestry University, Nanjing 210037, China
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48
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Demirel F, Germec M, Turhan I. Fermentable sugars production from wheat bran and rye bran: response surface model optimization of dilute sulfuric acid hydrolysis. ENVIRONMENTAL TECHNOLOGY 2022; 43:3779-3800. [PMID: 34029158 DOI: 10.1080/09593330.2021.1934563] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Accepted: 05/17/2021] [Indexed: 06/12/2023]
Abstract
ABSTRACTOptimization of hydrolysis conditions of lignocellulosic biomass is crucial to able to produce value-added products by fermentation. This study not only determines optimal dilute sulfuric acid (H2SO4) hydrolysis conditions of wheat bran (WB) and rye bran (RB) by using one-factor-at-a-time method and subsequently Box-Behnken design but also elucidates chemical composition of hydrolysates yielded under optimal hydrolysis conditions. Based on the results, optimal hydrolysis conditions of WB and RB were 121 and 130°C of temperature, 1/8 and 1/8 w/v of solid to liquid ratio, 2.66 and 1.58% v/v of dilute H2SO4 ratio, and 30 and 16 min of implementation time, respectively. Hydrolysates obtained from WB and RB at these conditions contained 72.7 (0.58 g sugar/g biomass) and 89.4 g/L (0.72 g sugar/g biomass) of reducing sugar concentration, respectively. Hydrolysis rates of WB and RB were 87.79 and 91.33%, respectively. Main reducing sugar in RB hydrolysate was glucose with 31.17 g/L (0.25 g glucose/g biomass) while glucose and xylose were the main monosaccharides with 20.90 (0.17 g glucose/g biomass) and 18.69 g/L (0.15 g xylose/g biomass) in WB hydrolysate, respectively. With acidic hydrolysis of WB and RB, inhibitors such as phenolics, 5-Hydroxymethylfurfural, 2-Furaldehyde (not for RB), acetic acid, and formic acid (not for WB) formed. Catalytic efficiency values of H2SO4 for WB and RB were 15.2 and 24.4 g /g, respectively, indicating that inhibitor concentration in WB hydrolysate was higher than that of RB. These results indicated that WB and RB have a high potential in production of value-added products by fermentation.
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Affiliation(s)
- Fadime Demirel
- Department of Food Engineering, Akdeniz University, Antalya, Turkey
| | - Mustafa Germec
- Department of Food Engineering, Akdeniz University, Antalya, Turkey
| | - Irfan Turhan
- Department of Food Engineering, Akdeniz University, Antalya, Turkey
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49
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Zajki-Zechmeister K, Eibinger M, Nidetzky B. Enzyme Synergy in Transient Clusters of Endo- and Exocellulase Enables a Multilayer Mode of Processive Depolymerization of Cellulose. ACS Catal 2022; 12:10984-10994. [PMID: 36082050 PMCID: PMC9442579 DOI: 10.1021/acscatal.2c02377] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Revised: 08/12/2022] [Indexed: 11/29/2022]
Abstract
Biological degradation of cellulosic materials relies on the molecular-mechanistic principle that internally chain-cleaving endocellulases work synergistically with chain end-cleaving exocellulases in polysaccharide chain depolymerization. How endo-exo synergy becomes effective in the deconstruction of a solid substrate that presents cellulose chains assembled into crystalline material is an open question of the mechanism, with immediate implications on the bioconversion efficiency of cellulases. Here, based on single-molecule evidence from real-time atomic force microscopy, we discover that endo- and exocellulases engage in the formation of transient clusters of typically three to four enzymes at the cellulose surface. The clusters form specifically at regular domains of crystalline cellulose microfibrils that feature molecular defects in the polysaccharide chain organization. The dynamics of cluster formation correlates with substrate degradation through a multilayer-processive mode of chain depolymerization, overall leading to the directed ablation of single microfibrils from the cellulose surface. Each multilayer-processive step involves the spatiotemporally coordinated and mechanistically concerted activity of the endo- and exocellulases in close proximity. Mechanistically, the cooperativity with the endocellulase enables the exocellulase to pass through its processive cycles ∼100-fold faster than when acting alone. Our results suggest an advanced paradigm of efficient multienzymatic degradation of structurally organized polymer materials by endo-exo synergetic chain depolymerization.
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Affiliation(s)
- Krisztina Zajki-Zechmeister
- Institute
of Biotechnology and Biochemical Engineering, Graz University of Technology, Petersgasse 10-12/1, 8010 Graz, Austria
| | - Manuel Eibinger
- Institute
of Biotechnology and Biochemical Engineering, Graz University of Technology, Petersgasse 10-12/1, 8010 Graz, Austria
| | - Bernd Nidetzky
- Institute
of Biotechnology and Biochemical Engineering, Graz University of Technology, Petersgasse 10-12/1, 8010 Graz, Austria
- Austrian
Centre of Industrial Biotechnology, Petersgasse 14, 8010 Graz, Austria
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50
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Ling C, Peabody GL, Salvachúa D, Kim YM, Kneucker CM, Calvey CH, Monninger MA, Munoz NM, Poirier BC, Ramirez KJ, St John PC, Woodworth SP, Magnuson JK, Burnum-Johnson KE, Guss AM, Johnson CW, Beckham GT. Muconic acid production from glucose and xylose in Pseudomonas putida via evolution and metabolic engineering. Nat Commun 2022; 13:4925. [PMID: 35995792 PMCID: PMC9395534 DOI: 10.1038/s41467-022-32296-y] [Citation(s) in RCA: 47] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 07/25/2022] [Indexed: 11/09/2022] Open
Abstract
Muconic acid is a bioprivileged molecule that can be converted into direct replacement chemicals for incumbent petrochemicals and performance-advantaged bioproducts. In this study, Pseudomonas putida KT2440 is engineered to convert glucose and xylose, the primary carbohydrates in lignocellulosic hydrolysates, to muconic acid using a model-guided strategy to maximize the theoretical yield. Using adaptive laboratory evolution (ALE) and metabolic engineering in a strain engineered to express the D-xylose isomerase pathway, we demonstrate that mutations in the heterologous D-xylose:H+ symporter (XylE), increased expression of a major facilitator superfamily transporter (PP_2569), and overexpression of aroB encoding the native 3-dehydroquinate synthase, enable efficient muconic acid production from glucose and xylose simultaneously. Using the rationally engineered strain, we produce 33.7 g L−1 muconate at 0.18 g L−1 h−1 and a 46% molar yield (92% of the maximum theoretical yield). This engineering strategy is promising for the production of other shikimate pathway-derived compounds from lignocellulosic sugars. Muconic acid is a platform chemical with wide industrial applicability. Here, the authors report efficient muconate production from glucose and xylose by engineered Pseudomonas putida strain using adaptive laboratory evolution, metabolic modeling, and rational strain engineering strategies.
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Affiliation(s)
- Chen Ling
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA.,Agile BioFoundry, Emeryville, CA, 94608, USA
| | - George L Peabody
- Agile BioFoundry, Emeryville, CA, 94608, USA.,Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA
| | - Davinia Salvachúa
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA.,Agile BioFoundry, Emeryville, CA, 94608, USA
| | - Young-Mo Kim
- Agile BioFoundry, Emeryville, CA, 94608, USA.,Pacific Northwest National Laboratory, Richland, WA, 99352, USA
| | - Colin M Kneucker
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA.,Agile BioFoundry, Emeryville, CA, 94608, USA
| | - Christopher H Calvey
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA
| | - Michela A Monninger
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA.,Agile BioFoundry, Emeryville, CA, 94608, USA
| | - Nathalie Munoz Munoz
- Agile BioFoundry, Emeryville, CA, 94608, USA.,Pacific Northwest National Laboratory, Richland, WA, 99352, USA
| | - Brenton C Poirier
- Agile BioFoundry, Emeryville, CA, 94608, USA.,Pacific Northwest National Laboratory, Richland, WA, 99352, USA
| | - Kelsey J Ramirez
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA.,Agile BioFoundry, Emeryville, CA, 94608, USA
| | - Peter C St John
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA.,Agile BioFoundry, Emeryville, CA, 94608, USA
| | - Sean P Woodworth
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA.,Agile BioFoundry, Emeryville, CA, 94608, USA
| | - Jon K Magnuson
- Agile BioFoundry, Emeryville, CA, 94608, USA.,Pacific Northwest National Laboratory, Richland, WA, 99352, USA
| | - Kristin E Burnum-Johnson
- Agile BioFoundry, Emeryville, CA, 94608, USA.,Pacific Northwest National Laboratory, Richland, WA, 99352, USA
| | - Adam M Guss
- Agile BioFoundry, Emeryville, CA, 94608, USA. .,Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA.
| | - Christopher W Johnson
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA. .,Agile BioFoundry, Emeryville, CA, 94608, USA.
| | - Gregg T Beckham
- Renewable Resources and Enabling Sciences Center, National Renewable Energy Laboratory, Golden, CO, 80401, USA. .,Agile BioFoundry, Emeryville, CA, 94608, USA.
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