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Xiao D, Li X, Zhang Y, Wang F. Efficient Expression of Candida antarctica Lipase B in Pichia pastoris and Its Application in Biodiesel Production. Appl Biochem Biotechnol 2023; 195:5933-5949. [PMID: 36723721 DOI: 10.1007/s12010-023-04374-4] [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] [Accepted: 01/10/2023] [Indexed: 02/02/2023]
Abstract
Lipase B from Candida antarctica (CALB) is an important biocatalyst with many potential applications. However, original CALB is usually with lower enzyme activity and also costly to produce from Candida antarctica; hence, it is often necessary to prepare recombinant CALB through gene heterologous expression. In this research, seven promoters and five signal peptides were compared respectively for expressing codon-optimized CALB in Pichia pastoris, and then recombinant P. pastoris containing 3 copies of calb gene were obtained by screening with high concentrations of antibiotics under the condition of the optimal combination. In a 1.3-L bioreactor, the maximum CALB activity and total protein content reached 444.46 ± 18.81 U/mL and 5.41 ± 0.1 g/L, respectively, after about 9 days of incubation in FM22 medium, which were 34 times and 20 times higher than the initial strains, respectively. In addition, the obtained CALB was used to catalyze the transesterification of acidified gutter oil with methanol, suggesting a promising pathway to convert waste or low quality of bio-oil feedstocks with high amount of free fatty acids into biodiesel by using recombinant CALB as catalyst. The results can provide with a good reference for efficient expression of CALB and enhancing lipase production in P. pastoris. It is supposed to bring with new possibility for the bio-production of other valuable proteins.
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Affiliation(s)
- Dunchi Xiao
- Co-Innovation Center for Efficient Processing and Utilization of Forest Resources, College of Chemical Engineering, Nanjing Forestry University, Nanjing, 210037, China
- Jiangsu Provincial Key Lab for the Chemistry and Utilization of Agro-Forest Biomass, Nanjing Forestry University, Nanjing, 210037, China
- Jiangsu Key Laboratory of Biomass-Based Green Fuels and Chemicals, Nanjing Forestry University, Nanjing, 210037, China
| | - Xun Li
- Co-Innovation Center for Efficient Processing and Utilization of Forest Resources, College of Chemical Engineering, Nanjing Forestry University, Nanjing, 210037, China
- Jiangsu Provincial Key Lab for the Chemistry and Utilization of Agro-Forest Biomass, Nanjing Forestry University, Nanjing, 210037, China
- Jiangsu Key Laboratory of Biomass-Based Green Fuels and Chemicals, Nanjing Forestry University, Nanjing, 210037, China
| | - Yu Zhang
- Co-Innovation Center for Efficient Processing and Utilization of Forest Resources, College of Chemical Engineering, Nanjing Forestry University, Nanjing, 210037, China
- Jiangsu Provincial Key Lab for the Chemistry and Utilization of Agro-Forest Biomass, Nanjing Forestry University, Nanjing, 210037, China
- Jiangsu Key Laboratory of Biomass-Based Green Fuels and Chemicals, Nanjing Forestry University, Nanjing, 210037, China
| | - Fei Wang
- Co-Innovation Center for Efficient Processing and Utilization of Forest Resources, College of Chemical Engineering, Nanjing Forestry University, Nanjing, 210037, China.
- Jiangsu Provincial Key Lab for the Chemistry and Utilization of Agro-Forest Biomass, Nanjing Forestry University, Nanjing, 210037, China.
- Jiangsu Key Laboratory of Biomass-Based Green Fuels and Chemicals, Nanjing Forestry University, Nanjing, 210037, China.
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Lipase-Catalyzed Biodiesel Production from Grease Trap. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING 2022. [DOI: 10.1007/s13369-021-05965-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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3
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Bhatt C, Nielsen PM, Rancke-Madsen A, Woodley JM. Combining technology with liquid-formulated lipases for in-spec biodiesel production. Biotechnol Appl Biochem 2020; 69:7-19. [PMID: 33179313 DOI: 10.1002/bab.2074] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 10/15/2020] [Indexed: 01/02/2023]
Abstract
Enzymatic biodiesel production has been at the forefront of biofuels research in recent decades because of the significant environmental advantages it offers, while having the potential to be as effective as conventional chemically catalyzed biodiesel production. However, the higher capital cost, longer reaction time, and sensitivity of enzyme processes have restricted their widespread industrial adoption so far. It is also posited that the lack of research to bring the biodiesel product into final specification has scuppered industrial confidence in the viability of the enzymatic process. Furthermore, the vast majority of literature has focused on the development of immobilized enzyme processes, which seem too costly (and risky) to be used industrially. There has been little focus on liquid lipase formulations such as the Eversa Transform 2.0, which is in fact already used commercially for triglyceride transesterification. It is the objective of this review to highlight new research that focuses on bringing enzymatically produced biodiesel into specification via a liquid lipase polishing process, and the process considerations that come with it.
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Affiliation(s)
- Chinmayi Bhatt
- Department of Chemical and Biochemical Engineering, Technical University of Denmark (DTU), Kgs Lyngby, Denmark
| | | | | | - John M Woodley
- Department of Chemical and Biochemical Engineering, Technical University of Denmark (DTU), Kgs Lyngby, Denmark
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4
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Rhizopus oryzae Lipase, a Promising Industrial Enzyme: Biochemical Characteristics, Production and Biocatalytic Applications. Catalysts 2020. [DOI: 10.3390/catal10111277] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Lipases are biocatalysts with a significant potential to enable a shift from current pollutant manufacturing processes to environmentally sustainable approaches. The main reason of this prospect is their catalytic versatility as they carry out several industrially relevant reactions as hydrolysis of fats in water/lipid interface and synthesis reactions in solvent-free or non-aqueous media such as transesterification, interesterification and esterification. Because of the outstanding traits of Rhizopus oryzae lipase (ROL), 1,3-specificity, high enantioselectivity and stability in organic media, its application in energy, food and pharmaceutical industrial sector has been widely studied. Significant advances have been made in the biochemical characterisation of ROL particularly in how its activity and stability are affected by the presence of its prosequence. In addition, native and heterologous production of ROL, the latter in cell factories like Escherichia coli, Saccharomyces cerevisiae and Komagataella phaffii (Pichia pastoris), have been thoroughly described. Therefore, in this review, we summarise the current knowledge about R. oryzae lipase (i) biochemical characteristics, (ii) production strategies and (iii) potential industrial applications.
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Yuan X, Wang L, Zhang P, Xu W, Tang K. Enantioselective esterification of (R,S)-2-(4-methylphenyl) propionic acid via Novozym 435: Optimization and application. Chin J Chem Eng 2020. [DOI: 10.1016/j.cjche.2019.09.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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6
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Abstract
Most Combi-lipases (CL) are based on mixtures of different lipases immobilized on different supports. The increased CL efficiency has been attributed solely to the complementary selectivity of lipases. However, the role of the immobilization support in CL or in co-immobilized systems (coCL) and the application of kinetic models to account CL composition effects, have not been assessed. In this work, commercial lipases from Thermomyces lunuginosus (TLL), Candida antarctica (CALB) and Rhizomocur miehei (RML) and supports as Lewatit®VPOC1600 (LW) and Purolite®ECR1604 (PU), were combined to produce new CL systems for the production of fatty acid ethyl esters (EE) which are the main component of ethylic biodiesel: Co-immobilization slightly altered palm olein EE yields with regard to that of equivalent CL systems, e.g., the best coCL of TLL and CALB in LW (89.5%) and the respective CL (81.8%). The support did affect CL behavior: (i) The best coCL of TLL and RML on LW produced 80.0% EE while on PU 76.4%; (ii) CL based on mixtures of the same enzyme, but immobilized on different supports (semiCL) show complementarity: The best TLL semiCL produced 86.1% EE while its constituents (LW) and (PU) produced individually 78.2 and 70.3%, respectively. The proposed model accounts adequately the EE production properties for CL systems based on TLL, CALB and LW. This work expands the tools to obtain new CL systems for EE production.
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Nicolás P, Lassalle V, Ferreira ML. Immobilization of CALB on lysine-modified magnetic nanoparticles: influence of the immobilization protocol. Bioprocess Biosyst Eng 2017; 41:171-184. [DOI: 10.1007/s00449-017-1855-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2017] [Accepted: 10/13/2017] [Indexed: 01/17/2023]
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Andrade TA, Errico M, Christensen KV. Evaluation of Reaction Mechanisms and Kinetic Parameters for the Transesterification of Castor Oil by Liquid Enzymes. Ind Eng Chem Res 2017. [DOI: 10.1021/acs.iecr.7b02285] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Affiliation(s)
- Thalles A. Andrade
- Department of Chemical Engineering,
Biotechnology and Environmental Technology, University of Southern Denmark, Campusvej 55, 5230, Odense M, Denmark
| | - Massimiliano Errico
- Department of Chemical Engineering,
Biotechnology and Environmental Technology, University of Southern Denmark, Campusvej 55, 5230, Odense M, Denmark
| | - Knud V. Christensen
- Department of Chemical Engineering,
Biotechnology and Environmental Technology, University of Southern Denmark, Campusvej 55, 5230, Odense M, Denmark
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Torron S, Semlitsch S, Martinelle M, Johansson M. Biocatalytic Synthesis of Epoxy Resins from Fatty Acids as a Versatile Route for the Formation of Polymer Thermosets with Tunable Properties. Biomacromolecules 2016; 17:4003-4010. [PMID: 27809488 DOI: 10.1021/acs.biomac.6b01383] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
The work herein presented describes the synthesis and polymerization of series of bio-based epoxy resins prepared through lipase catalyzed transesterification. The epoxy-functional polyester resins with various architectures (linear, tri-branched, and tetra-branched) were synthesized through condensation of fatty acids derived from epoxidized soybean oil and linseed oil with three different hydroxyl cores under bulk conditions. The selectivity of the lipases toward esterification/transesterification reactions allowed the formation of macromers with up to 12 epoxides in the backbone. The high degree of functionality of the resins resulted in polymer thermosets with Tg values ranging from -25 to over 100 °C prepared through cationic polymerization. The determining parameters of the synthesis and the mechanism for the formation of the species were determined through kinetic studies by 1H NMR, SEC, and molecular modeling studies. The correlation between macromer structure and thermoset properties was studied through real-time FTIR measurements, DSC, and DMA.
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Affiliation(s)
- Susana Torron
- KTH Royal Institute of Technology , Department of Fibre and Polymer Technology, Division of Coating Technology, SE-100 44 Stockholm, Sweden
| | - Stefan Semlitsch
- KTH Royal Institute of Technology , School of Biotechnology, Division of Industrial Biotechnology, SE-106 91 Stockholm, Sweden
| | - Mats Martinelle
- KTH Royal Institute of Technology , School of Biotechnology, Division of Industrial Biotechnology, SE-106 91 Stockholm, Sweden
| | - Mats Johansson
- KTH Royal Institute of Technology , Department of Fibre and Polymer Technology, Division of Coating Technology, SE-100 44 Stockholm, Sweden
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Firdaus MY, Brask J, Nielsen PM, Guo Z, Fedosov S. Kinetic model of biodiesel production catalyzed by free liquid lipase from Thermomyces lanuginosus. ACTA ACUST UNITED AC 2016. [DOI: 10.1016/j.molcatb.2016.07.011] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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11
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Price J, Nordblad M, Martel HH, Chrabas B, Wang H, Nielsen PM, Woodley JM. Scale-up of industrial biodiesel production to 40 m(3) using a liquid lipase formulation. Biotechnol Bioeng 2016; 113:1719-28. [PMID: 26806356 DOI: 10.1002/bit.25936] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2015] [Revised: 01/12/2016] [Accepted: 01/19/2016] [Indexed: 11/12/2022]
Abstract
In this work, we demonstrate the scale-up from an 80 L fed-batch scale to 40 m(3) along with the design of a 4 m(3) continuous process for enzymatic biodiesel production catalyzed by NS-40116 (a liquid formulation of a modified Thermomyces lanuginosus lipase). Based on the analysis of actual pilot plant data for the transesterification of used cooking oil and brown grease, we propose a method applying first order integral analysis to fed-batch data based on either the bound glycerol or free fatty acid content in the oil. This method greatly simplifies the modeling process and gives an indication of the effect of mixing at the various scales (80 L to 40 m(3) ) along with the prediction of the residence time needed to reach a desired conversion in a CSTR. Suitable process metrics reflecting commercial performance such as the reaction time, enzyme efficiency, and reactor productivity were evaluated for both the fed-batch and CSTR cases. Given similar operating conditions, the CSTR operation on average, has a reaction time which is 1.3 times greater than the fed-batch operation. We also showed how the process metrics can be used to quickly estimate the selling price of the enzyme. Assuming a biodiesel selling price of 0.6 USD/kg and a one-time use of the enzyme (0.1% (w/woil ) enzyme dosage); the enzyme can then be sold for 30 USD/kg which ensures that that the enzyme cost is not more than 5% of the biodiesel revenue. Biotechnol. Bioeng. 2016;113: 1719-1728. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Jason Price
- Department of Chemical and Biochemical Engineering, Technical University of Denmark, 2800 Kgs., Lyngby, Denmark
| | - Mathias Nordblad
- Department of Chemical and Biochemical Engineering, Technical University of Denmark, 2800 Kgs., Lyngby, Denmark
| | | | | | | | - Per Munk Nielsen
- Department of Bioenergy Opportunities, Novozymes A/S, 2880 Bagsvaerd, Denmark
| | - John M Woodley
- Department of Chemical and Biochemical Engineering, Technical University of Denmark, 2800 Kgs., Lyngby, Denmark.
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12
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Firdaus MY, Guo Z, Fedosov SN. Development of kinetic model for biodiesel production using liquid lipase as a biocatalyst, esterification step. Biochem Eng J 2016. [DOI: 10.1016/j.bej.2015.09.003] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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13
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14
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Mulalee S, Srisuwan P, Phisalaphong M. Influences of operating conditions on biocatalytic activity and reusability of Novozym 435 for esterification of free fatty acids with short-chain alcohols: A case study of palm fatty acid distillate. Chin J Chem Eng 2015. [DOI: 10.1016/j.cjche.2015.08.016] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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15
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Lipase-catalyzed Knoevenagel condensation in water–ethanol solvent system. Does the enzyme possess the substrate promiscuity? Biochem Eng J 2015. [DOI: 10.1016/j.bej.2015.04.021] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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16
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Price J, Nordblad M, Woodley JM, Huusom JK. Real-time model based process monitoring of enzymatic biodiesel production. Biotechnol Prog 2014; 31:585-95. [PMID: 25504750 DOI: 10.1002/btpr.2030] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2014] [Revised: 11/14/2014] [Indexed: 11/09/2022]
Abstract
In this contribution we extend our modelling work on the enzymatic production of biodiesel where we demonstrate the application of a Continuous-Discrete Extended Kalman Filter (a state estimator). The state estimator is used to correct for mismatch between the process data and the process model for Fed-batch production of biodiesel. For the three process runs investigated, using a single tuning parameter, qx = 2 × 10(-2) which represents the uncertainty in the process model, it was possible over the entire course of the reaction to reduce the overall mean and standard deviation of the error between the model and the process data for all of the five measured components (triglycerides, diglycerides, monoglycerides, fatty acid methyl esters, and free fatty acid). The most significant reduction for the three process runs, were for the monoglyceride and free fatty acid concentration. For those components, there was over a ten-fold decrease in the overall mean error for the state estimator prediction compared with the predictions from the pure model simulations. It is also shown that the state estimator can be used as a tool for detection of outliers in the measurement data. For the enzymatic biodiesel process, given the infrequent and sometimes uncertain measurements obtained we see the use of the Continuous-Discrete Extended Kalman Filter as a viable tool for real time process monitoring.
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Affiliation(s)
- Jason Price
- Dept. of Chemical and Biochemical Engineering, Technical University of Denmark, Building 229, DK-2800 Kgs, Lyngby, Denmark
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17
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Price J, Hofmann B, Silva VTL, Nordblad M, Woodley JM, Huusom JK. Mechanistic modeling of biodiesel production using a liquid lipase formulation. Biotechnol Prog 2014; 30:1277-90. [DOI: 10.1002/btpr.1985] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2014] [Revised: 06/26/2014] [Indexed: 12/13/2022]
Affiliation(s)
- Jason Price
- Dept. of Chemical and Biochemical Engineering; Technical University of Denmark; DK-2800 Kgs Lyngby Denmark
| | - Björn Hofmann
- Dept. of Chemical and Biochemical Engineering; Technical University of Denmark; DK-2800 Kgs Lyngby Denmark
| | - Vanessa T. L. Silva
- Dept. of Chemical and Biochemical Engineering; Technical University of Denmark; DK-2800 Kgs Lyngby Denmark
| | - Mathias Nordblad
- Dept. of Chemical and Biochemical Engineering; Technical University of Denmark; DK-2800 Kgs Lyngby Denmark
| | - John M. Woodley
- Dept. of Chemical and Biochemical Engineering; Technical University of Denmark; DK-2800 Kgs Lyngby Denmark
| | - Jakob K. Huusom
- Dept. of Chemical and Biochemical Engineering; Technical University of Denmark; DK-2800 Kgs Lyngby Denmark
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18
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Li W, Fedosov SN, Tan T, Xu X, Guo Z. Kinetic Insights of DNA/RNA Segment Salts Catalyzed Knoevenagel Condensation Reaction. ACS Catal 2014. [DOI: 10.1021/cs500882r] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Weina Li
- Department
of Engineering, Faculty of Science and Technology, Aarhus University, Gustav
Wied Vej 10, Aarhus 8000, Denmark
- College of Life Science and Technology, Beijing University of Chemical Technology, Beisanhuan East Road 15, Beijing 100029, China
| | - Sergey N. Fedosov
- Department
of Engineering, Faculty of Science and Technology, Aarhus University, Gustav
Wied Vej 10, Aarhus 8000, Denmark
| | - Tianwei Tan
- College of Life Science and Technology, Beijing University of Chemical Technology, Beisanhuan East Road 15, Beijing 100029, China
| | - Xuebing Xu
- Department
of Engineering, Faculty of Science and Technology, Aarhus University, Gustav
Wied Vej 10, Aarhus 8000, Denmark
| | - Zheng Guo
- Department
of Engineering, Faculty of Science and Technology, Aarhus University, Gustav
Wied Vej 10, Aarhus 8000, Denmark
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Price J, Nordblad M, Woodley JM, Huusom JK. Fed-Batch Feeding Strategies for Enzymatic Biodiesel Production. ACTA ACUST UNITED AC 2014. [DOI: 10.3182/20140824-6-za-1003.01438] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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22
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Fedosov SN, Fernandes NA, Firdaus MY. Analysis of oil–biodiesel samples by high performance liquid chromatography using the normal phase column of new generation and the evaporative light scattering detector. J Chromatogr A 2014; 1326:56-62. [DOI: 10.1016/j.chroma.2013.12.043] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2013] [Revised: 11/14/2013] [Accepted: 12/15/2013] [Indexed: 11/30/2022]
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23
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Jin G, Zhang Y, Shen H, Yang X, Xie H, Zhao ZK. Fatty acid ethyl esters production in aqueous phase by the oleaginous yeast Rhodosporidium toruloides. BIORESOURCE TECHNOLOGY 2013; 150:266-270. [PMID: 24177160 DOI: 10.1016/j.biortech.2013.10.023] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2013] [Revised: 10/05/2013] [Accepted: 10/07/2013] [Indexed: 06/02/2023]
Abstract
Fatty acid ethyl esters (FAEEs) are attractive biofuel molecules. Conventional FAEEs production process uses triglycerides and ethanol as feedstocks and is sensitive to water contents. In this work, we show that the oleaginous yeast Rhodosporidium toruloides cells are capable of converting lipids into FAEEs intracellularly in aqueous phase. Up to 73% of cellular neutral glycerides could be converted into FAEEs when lipid-rich cells were incubated for 84 h at 35°C, pH 6.0 in a broth containing 10 vol% ethanol. It was found that neutral glycerides were first hydrolyzed to free fatty acids followed by esterification and that lipid droplets played important roles in the process. This new process provides a novel opportunity for integration of microbial lipid production technology with bioethanol fermentation for more efficient production of drop-in biofuels from renewable resources.
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Affiliation(s)
- Guojie Jin
- Dalian Institute of Chemical Physics, CAS, 457 Zhongshan Road, Dalian 116023, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China
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Fedosov SN, Brask J, Pedersen AK, Nordblad M, Woodley JM, Xu X. Kinetic model of biodiesel production using immobilized lipase Candida antarctica lipase B. ACTA ACUST UNITED AC 2013. [DOI: 10.1016/j.molcatb.2012.09.011] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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