Abstract
Enzymatic production of biodiesel by transesterification of triglycerides and alcohol, catalyzed by lipases, offers an environmentally friendly and efficient alternative to the chemically catalyzed process while using low-grade feedstocks. Methanol is utilized frequently as the alcohol in the reaction due to its reactivity and low cost. However, one of the major drawbacks of the enzymatic system is the presence of high methanol concentrations which leads to methanol-induced unfolding and inactivation of the biocatalyst. Therefore, a methanol-stable lipase is of great interest for the biodiesel industry. In this study, protein engineering was applied to substitute charged surface residues with hydrophobic ones to enhance the stability in methanol of a lipase from Geobacillus stearothermophilus T6. We identified a methanol-stable variant, R374W, and combined it with a variant found previously, H86Y/A269T. The triple mutant, H86Y/A269T/R374W, had a half-life value at 70 % methanol of 324 min which reflects an 87-fold enhanced stability compared to the wild type together with elevated thermostability in buffer and in 50 % methanol. This variant also exhibited an improved biodiesel yield from waste chicken oil compared to commercial Lipolase 100L® and Novozyme® CALB. Crystal structures of the wild type and the methanol-stable variants provided insights regarding structure-stability correlations. The most prominent features were the extensive formation of new hydrogen bonds between surface residues directly or mediated by structural water molecules and the stabilization of Zn and Ca binding sites. Mutation sites were also characterized by lower B-factor values calculated from the X-ray structures indicating improved rigidity.
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Adams PD, Afonine PV, Bunkóczi G, Chen VB, Davis IW, Echols N, Headd JJ, Hung L-W, Kapral GJ, Grosse-Kunstleve RW, McCoy AJ, Moriarty NW, Oeffner R, Read RJ, Richardson DC, Richardson JS, Terwilliger TC, Zwart PH (2010) PHENIX: a comprehensive Python-based system for macromolecular structure solution. Acta Crystallogr D 66(2):213–221
Al-Zuhair S (2007) Production of biodiesel: possibilities and challenges. Biofuels Bioprod Bioref 1(1):57–66
Arnold FH (1990) Engineering enzymes for non-aqueous solvents. Trends Biotechnol 8:244–249
Badoei-Dalfard A, Khajeh K, Asghari SM, Ranjbar B, Karbalaei-Heidari HR (2010) Enhanced activity and stability in the presence of organic solvents by increased active site polarity and stabilization of a surface loop in a metalloprotease. J Biochem 148(2):231–238
Bajaj A, Lohan P, Jha PN, Mehrotra R (2010) Biodiesel production through lipase catalyzed transesterification: an overview. J Mol Catal B Enzym 62(1):9–14
Bélafi-Bakó K, Kovács F, Gubicza L, Hancsók J (2002) Enzymatic biodiesel production from sunflower oil by Candida antarctica lipase in a solvent-free system. Biocatal Biotransform 20(6):437–439
Bradford MM (1976) A rapid and sensitive method for the quantitation of microgram quantities of protein utilizing the principle of protein-dye binding. Anal Biochem 72(1–2):248–254
Chakravorty D, Parameswaran S, Dubey V, Patra S (2012) Unraveling the rationale behind organic solvent stability of lipases. Appl Biochem Biotechnol 167(3):439–461
Dizge N, Aydiner C, Imer DY, Bayramoglu M, Tanriseven A, Keskinler B (2009) Biodiesel production from sunflower, soybean, and waste cooking oils by transesterification using lipase immobilized onto a novel microporous polymer. Bioresour Technol 100(6):1983–1991
Doukyu N, Ogino H (2010) Organic solvent-tolerant enzymes. Biochem Eng J 48(3):270–282
Dror A, Shemesh E, Dayan N, Fishman A (2014) Protein engineering by random mutagenesis and structure-guided consensus of Geobacillus stearothermophilus lipase T6 for enhanced stability in methanol. Appl Environ Microbiol 80(4):1515–1527
Du W, Li W, Sun T, Chen X, Liu D (2008) Perspectives for biotechnological production of biodiesel and impacts. Appl Microbiol Biotechnol 79(3):331–337
Emsley P, Cowtan K (2004) Coot: model-building tools for molecular graphics. Acta Crystallogr D 60(12 Part 1):2126–2132
Fernandez-Lafuente R (2010) Lipase from Thermomyces lanuginosus: uses and prospects as an industrial biocatalyst. J Mol Catal B Enzym 62(3–4):197–212
Fischer K (1935) Neues Verfahren zur maßanalytischen Bestimmung des Wassergehaltes von Flüssigkeiten und festen Körpern. Angew Chem 48(26):394–396
Fishman A, Levy I, Cogan U, Shoseyov O (2002) Stabilization of horseradish peroxidase in aqueous-organic media by immobilization onto cellulose using a cellulose-binding-domain. J Mol Catal B Enzym 18(1–3):121–131
Guncheva M, Zhiryakova D (2011) Catalytic properties and potential applications of Bacillus lipases. J Mol Catal B Enzym 68(1):1–21
Gupta R, Gupta N, Rathi P (2004) Bacterial lipases: an overview of production, purification and biochemical properties. Appl Microbiol Biotechnol 64(6):763–781
Herman A, Tawfik DS (2007) Incorporating synthetic oligonucleotides via gene reassembly (ISOR): a versatile tool for generating targeted libraries. Protein Eng Des Sel 20(5):219–226
Hernández-Martín E, Otero C (2008) Different enzyme requirements for the synthesis of biodiesel: Novozym® 435 and Lipozyme® TL IM. Bioresour Technol 99(2):277–286
Hsu A-F, Jones K, Foglia TA, Marmer WN (2002) Immobilized lipase-catalysed production of alkyl esters of restaurant grease as biodiesel. Biotechnol Appl Biochem 36(3):181–186
Jaeger KE, Dijkstra BW, Reetz MT (1999) Bacterial biocatalysts: molecular biology, three-dimensional structures, and biotechnological applications of lipases. Annu Rev Microbiol 53(1):315–351
Jaeger KE, Ransac S, Dijkstra BW, Colson C, van Heuvel M, Misset O (1994) Bacterial lipases. FEMS Microbiol Rev 15(v15i0001):29–63
Kaewmeesri R, Srifa A, Itthibenchapong V, Faungnawakij K (2015) Deoxygenation of waste chicken fats to green diesel over Ni/Al2O3: effect of water and free fatty acid content. Energy Fuel 29(2):833–840
Kamal MZ, Yedavalli P, Deshmukh MV, Rao NM (2013) Lipase in aqueous-polar organic solvents: activity, structure, and stability. Protein Sci 22(7):904–915
Karmakar A, Karmakar S, Mukherjee S (2010) Properties of various plants and animals feedstocks for biodiesel production. Bioresour Technol 101(19):7201–7210
Kawata T, Ogino H (2009) Enhancement of the organic solvent-stability of the LST-03 lipase by directed evolution. Biotechnol Prog 25(6):1605–1611
Kim M-H, Kim H-K, Lee J-K, Park S-Y, Oh T-K (2000) Thermostable lipase of Bacillus stearothermophilus: high-level production, purification, and calcium-dependent thermostability. Biosci Biotechnol Biochem 64(2):280–286
Klibanov AM (1997) Why are enzymes less active in organic solvents than in water? Trends Biotechnol 15(3):97–101
Korman T, Sahachartsiri B, Charbonneau D, Huang G, Beauregard M, Bowie J (2013) Dieselzymes: development of a stable and methanol tolerant lipase for biodiesel production by directed evolution. Biotechnol Biofuels 6(1):70
Kulschewski T, Sasso F, Secundo F, Lotti M, Pleiss J (2013) Molecular mechanism of deactivation of C. antarctica lipase B by methanol. J Biotechnol 168(4):462–469
Leslie A, Joint C (1992) ESF-EACMB newsletter on protein crystallography No. 26. Daresbury Laboratory, Warrington
Li Y, Du W, Liu D (2014) Exploration on the effect of phospholipids on free lipase-mediated biodiesel production. J Mol Catal B Enzym 102:88–93
Liu K-S (1994) Preparation of fatty acid methyl esters for gas-chromatographic analysis of lipids in biological materials. J Am Oil Chem Soc 71(11):1179–1187
Lotti M, Pleiss J, Valero F, Ferrer P (2014) Effects of methanol on lipases: molecular, kinetic and process issues in the production of biodiesel. Biotechnol J:1–9
Maceiras R, Vega M, Costa C, Ramos P, Márquez MC (2011) Enzyme deactivation during biodiesel production. Chem Eng J 166(1):358–361
Martinez P, Arnold FH (1991) Surface charge substitutions increase the stability of α-lytic protease in organic solvents. J Am Chem Soc 113(16):6336–6337
McCoy A (2007) Solving structures of protein complexes by molecular replacement with Phaser. Acta Crystallogr D 63(1):32–41
Meher LC, Vidya Sagar D, Naik SN (2006) Technical aspects of biodiesel production by transesterification—a review. Renew Sust Energ Rev 10(3):248–268
Meshulam-Simon G (2001) Isolation and characterization of lipases from thermophilic bacteria for the preparation of optically active compounds. Ph.D. thesis, Technion—Israel Institute of technology. Haifa. Israel
Mogensen JE, Sehgal P, Otzen DE (2005) Activation, inhibition, and destabilization of Thermomyces lanuginosus lipase by detergents. Biochemistry (Mosc) 44(5):1719–1730
Nie K, Xie F, Wang F, Tan T (2006) Lipase catalyzed methanolysis to produce biodiesel: optimization of the biodiesel production. J Mol Catal B Enzym 43(1–4):142–147
Nizar NNA, NMJ M, Hashim DM (2013) Differentiation of lard, chicken fat, beef fat and mutton fat by GCMS and EA-IRMS techniques. J Oleo Sci 62(7):459–464
Noureddini H, Gao X, Philkana RS (2005) Immobilized Pseudomonas cepacia lipase for biodiesel fuel production from soybean oil. Bioresour Technol 96(7):769–777
Otwinowski Z, Minor W (2001) DENZO and SCALEPACK. In: Rossmann MG, Arnold E (eds) International tables for crystallography volume F: crystallography of biological macromolecules. International tables for crystallography, vol F. Springer, Netherlands, pp 226–235
Park H, Joo J, Park K, Yoo Y (2012) Stabilization of Candida antarctica lipase B in hydrophilic organic solvent by rational design of hydrogen bond. Biotechnol Bioprocess Eng 17(4):722–728
Raita M, Laothanachareon T, Champreda V, Laosiripojana N (2011) Biocatalytic esterification of palm oil fatty acids for biodiesel production using glycine-based cross-linked protein coated microcrystalline lipase. J Mol Catal B Enzym 73(1–4):74–79
Reetz MT, Carballeira JD (2007) Iterative saturation mutagenesis (ISM) for rapid directed evolution of functional enzymes. Nat Protoc 2(4):891–903
Reetz MT, Soni P, Fernandez L, Gumulya Y, Carballeira JD (2010) Increasing the stability of an enzyme toward hostile organic solvents by directed evolution based on iterative saturation mutagenesis using the B-FIT method. Chem Commun 46(45):8657–8658
Rodrigues RC, Volpato G, Ayub MAZ, Wada K (2008) Lipase-catalyzed ethanolysis of soybean oil in a solvent-free system using central composite design and response surface methodology. J Chem Technol Biotechnol 83(6):849–854
Sambrook J, Russel DW (2001) Molecular cloning: a laboratory manual, 3rd edn. Cold Spring Harbor Laboratory Press, New York
Shimada Y, Watanabe Y, Samukawa T, Sugihara A, Noda H, Fukuda H, Tominaga Y (1999) Conversion of vegetable oil to biodiesel using immobilized Candida antarctica lipase. J Am Oil Chem Soc 76(7):789–793
Smith RR, Canady WJ (1992) Solvation effects upon the thermodynamic substrate activity; correlation with the kinetics of enzyme catalyzed reactions. I. Effects of added reagents such as methanol upon alpha-chymotrypsin. Biophys Chem 43(2):173–187
Soumanou MM, Bornscheuer UT (2003) Improvement in lipase-catalyzed synthesis of fatty acid methyl esters from sunflower oil. Enzym Microb Technol 33(1):97–103
Tan T, Lu J, Nie K, Deng L, Wang F (2010) Biodiesel production with immobilized lipase: a review. Biotechnol Adv 28(5):628–634
Tanaka A (1998) Differential scanning calorimetric studies on the thermal unfolding of Pseudomonas cepacia lipase in the absence and presence of alcohols. J Biochem 123(2):289–293
Tyndall JDA, Sinchaikul S, Fothergill-Gilmore LA, Taylor P, Walkinshaw MD (2002) Crystal structure of a thermostable lipase from Bacillus stearothermophilus P1. J Mol Biol 323(5):859–869
Vazquez-Figueroa E, Yeh V, Broering JM, Chaparro-Riggers JF, Bommarius AS (2008) Thermostable variants constructed via the structure-guided consensus method also show increased stability in salts solutions and homogeneous aqueous-organic media. Protein Eng Des Sel 21(11):673–680
Watanabe Y, Shimada Y, Sugihara A, Tominaga Y (2002) Conversion of degummed soybean oil to biodiesel fuel with immobilized Candida antarctica lipase. J Mol Catal B Enzym 17(3–5):151–155
Xu Y, Du W, Zeng J, Liu D (2004) Conversion of soybean oil to biodiesel fuel using lipozyme TL IM in a solvent-free medium. Biocatal Biotransform 22(1):45–48
Yagiz F, Kazan D, Akin AN (2007) Biodiesel production from waste oils by using lipase immobilized on hydrotalcite and zeolites. Chem Eng J 134(1–3):262–267
Acknowledgments
This project was funded in part by the Israel Ministry of Environmental Protection, grant number 132-2-2. This research benefited from use of the Technion Center of Structural Biology facility of the Lorry I. Lokey Center for Life Sciences and Engineering and the Russell Berrie Nanotechnology Institute. We thank Dr. Hay Dvir from the Technion Center of Structural Biology facility for assistance in diffraction data collection. We also thank the staff of the European Synchrotron Radiation Facility in France, beamline BM14, for the provision of synchrotron radiation facilities and assistance.
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Dror, A., Kanteev, M., Kagan, I. et al. Structural insights into methanol-stable variants of lipase T6 from Geobacillus stearothermophilus . Appl Microbiol Biotechnol 99, 9449–9461 (2015). https://doi.org/10.1007/s00253-015-6700-4
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DOI: https://doi.org/10.1007/s00253-015-6700-4