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Jiao P, Zhang X, Wei Y, Wang P. Simulation of Adsorption Process of l-Tryptophan on Mixed-Mode Resin HD-1 with Combined Physical Adsorption and Ion Exchange. ACS OMEGA 2022; 7:35331-35338. [PMID: 36211030 PMCID: PMC9535704 DOI: 10.1021/acsomega.2c05194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 09/19/2022] [Indexed: 06/16/2023]
Abstract
The mass-transfer process of l-tryptophan (l-Trp) in the hydrophobic interaction/ion-exchange mixed-mode resin HD-1 particles and fixed bed was studied experimentally and theoretically. The adsorption kinetics of l-Trp in single-component and multicomponent adsorption systems was investigated under different pH conditions. The co-adsorption of sodium ions (Na+) and l-Trp anions was found to be negligible. A modified liquid-film linear driving force model considering the physical adsorption of l-Trp zwitterions and anions as well as ion exchange of l-Trp cations was proposed. The dissociation equilibria of l-Trp molecules and functional groups on the resin were introduced in the model. The model could well fit the kinetic adsorption curves of l-Trp at different pH values. The presence of Na+ and the impurity amino acid l-glutamic acid (l-Glu) did not significantly affect the mass-transfer rate of l-Trp. The dynamic adsorption processes of l-Trp under different pH and concentration conditions were studied. A modified transport-dispersive model considering axial diffusion, liquid-film mass transfer, and a combined physical adsorption and ion-exchange equilibrium was established, which could predict the adsorption breakthrough curves of l-Trp well. During the dynamic adsorption process, the pH of mobile phase in the fixed bed changed with changing the l-Trp concentration in the mobile phase. l-Trp was well separated from Na+ and l-Glu with the purity of l-Trp higher than 99%, the recovery rate higher than 95%, and a concentration of 4.69 × 10-3 mol/L. The elution chromatographic peaks of l-Trp, l-Glu, and Na+ and the pH of the outlet solution were predicted satisfactorily.
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Affiliation(s)
- Pengfei Jiao
- . Phone +86-0377-63513605. Fax: +86-0377-63512517
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2
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Jiao P, Zhang X, Wei Y, Meng Y. Adsorption Equilibria, Kinetics, and Column Dynamics of L-Tryptophan on Mixed-Mode Resin HD-1. ACS OMEGA 2022; 7:9614-9621. [PMID: 35350352 PMCID: PMC8945088 DOI: 10.1021/acsomega.1c06960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 02/28/2022] [Indexed: 06/14/2023]
Abstract
The adsorption amount and selectivity of L-tryptophan (l-Trp) on the hydrophobic interaction and ion exchange mixed-mode chromatography medium HD-1 were studied as well as the salt resistance of the resin via adsorption equilibrium experiments. The adsorption mechanisms of l-Trp were illuminated by combining adsorption equilibria and a kinetics analysis. The separation effect was studied by dynamic separation experiments in a fixed-bed. The results indicate that an increase of the concentration proportion of l-Trp zwitterion benefits the adsorption of l-Trp. The resin shows a high adsorption selectivity for l-Trp at different pH values. The adsorption amount of l-Trp is not affected significantly by NaCl. Various groups play a role in the adsorption of l-Trp. An adsorption energy lower than 8 kJ/mol indicates that the adsorption of l-Trp is mainly based on non-electrostatic interactions, with an electrostatic interaction as a supplement. The adsorption equilibrium model considering the dissociation equilibrium of the resin and l-Trp proposed in this work can simulate the adsorption equilibrium data of l-Trp at different pH values as well. The mass transfer rate of l-Trp is controlled by intraparticle and liquid film diffusion simultaneously. The fixed-bed packed with resin HD-1 can separate l-Trp with the purity of l-Trp higher than 99%, recovery rate higher than 95%, and concentration of 4.69 × 10-3 mol/L.
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Affiliation(s)
- Pengfei Jiao
- E-mail: . Phone +86-0377-63513605. Fax: +86-0377-63512517
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3
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Advances in microbial production of feed amino acid. ADVANCES IN APPLIED MICROBIOLOGY 2022; 119:1-33. [DOI: 10.1016/bs.aambs.2022.05.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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Kruyer NS, Realff MJ, Sun W, Genzale CL, Peralta-Yahya P. Designing the bioproduction of Martian rocket propellant via a biotechnology-enabled in situ resource utilization strategy. Nat Commun 2021; 12:6166. [PMID: 34697313 PMCID: PMC8546151 DOI: 10.1038/s41467-021-26393-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 10/04/2021] [Indexed: 12/26/2022] Open
Abstract
Mars colonization demands technological advances to enable the return of humans to Earth. Shipping the propellant and oxygen for a return journey is not viable. Considering the gravitational and atmospheric differences between Mars and Earth, we propose bioproduction of a Mars-specific rocket propellant, 2,3-butanediol (2,3-BDO), from CO2, sunlight and water on Mars via a biotechnology-enabled in situ resource utilization (bio-ISRU) strategy. Photosynthetic cyanobacteria convert Martian CO2 into sugars that are upgraded by engineered Escherichia coli into 2,3-BDO. A state-of-the-art bio-ISRU for 2,3-BDO production uses 32% less power and requires a 2.8-fold higher payload mass than proposed chemical ISRU strategies, and generates 44 tons of excess oxygen to support colonization. Attainable, model-guided biological and materials optimizations result in an optimized bio-ISRU that uses 59% less power and has a 13% lower payload mass, while still generating 20 tons excess oxygen. Addressing the identified challenges will advance prospects for interplanetary space travel. Returning from Mars to Earth requires propellant. The authors propose a biotechnology-enabled in situ resource utilization (bioISRU) process to produce a Mars specific rocket propellant, 2,3-butanediol, using cyanobacteria and engineered E. coli, with lower payload mass and energy usage compared to chemical ISRU strategies.
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Affiliation(s)
- Nicholas S Kruyer
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA
| | - Matthew J Realff
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA
| | - Wenting Sun
- School of Aerospace Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA
| | - Caroline L Genzale
- School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA
| | - Pamela Peralta-Yahya
- School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA, 30332, USA. .,School of Chemistry and Biochemistry, Georgia Institute of Technology, Atlanta, GA, 30332, USA.
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5
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Jiao P, Zhang X, Li N, Wei Y, Wang P, Yang P. Cooperative adsorption of L-tryptophan and sodium ion on a hyper-cross-linked resin: Experimental studies and mathematical modeling. J Chromatogr A 2021; 1648:462211. [PMID: 33992993 DOI: 10.1016/j.chroma.2021.462211] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Revised: 04/21/2021] [Accepted: 04/23/2021] [Indexed: 11/26/2022]
Abstract
The adsorption separation of L-tryptophan (L-Trp) by the weakly polar hyper-cross-linked resin XDA-200 was studied. First, the adsorption equilibria of different species of L-Trp on the resin were compared. Then, the adsorption isotherms and adsorption kinetics of L-Trp were studied at different pH values. Finally, the dynamic adsorption and separation processes of L-Trp in a packed bed of the resin were studied. The distribution coefficient of L-Trp± between the resin and an aqueous solution of L-Trp (55.69) was found to be markedly larger than that of L-Trp+ (27.53) and L-Trp- (10.42). An adsorption isotherm model depending on pH was established to simulate the adsorption equilibrium data of L-Trp. The cooperative adsorption of sodium ion (Na+) with L-Trp- cannot be ignored when the solution pH is higher than 8.0. Thus, a modified surface diffusion model considering cooperative adsorption of Na+ with L-Trp- was established. The model fitted the kinetic curves for L-Trp adsorption under different pH values satisfactorily. The surface diffusion coefficient of L-Trp first decreased and then increased as pH increased from 3 to 12. In this study, a modified film-surface diffusion model considering cooperative adsorption of Na+ with L-Trp- is proposed. Further, we show that our proposed model can predict the chromatographic peaks of L-Trp, L-glutamic acid (L-Glu), and Na+ satisfactorily.
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Affiliation(s)
- Pengfei Jiao
- School of Life Science and Agricultural Engineering, Nanyang Normal University, No. 1638 Wolong Road, Nanyang 473061, Henan Province, China.
| | - Xin Zhang
- School of Life Science and Agricultural Engineering, Nanyang Normal University, No. 1638 Wolong Road, Nanyang 473061, Henan Province, China
| | - Na Li
- School of Life Science and Agricultural Engineering, Nanyang Normal University, No. 1638 Wolong Road, Nanyang 473061, Henan Province, China
| | - Yuping Wei
- School of Life Science and Agricultural Engineering, Nanyang Normal University, No. 1638 Wolong Road, Nanyang 473061, Henan Province, China
| | - Peng Wang
- School of Life Science and Agricultural Engineering, Nanyang Normal University, No. 1638 Wolong Road, Nanyang 473061, Henan Province, China
| | - Pengpeng Yang
- College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Xin Mofan Road 5, Nanjing 210009, Jiangsu Province, China.
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Jiao P, Wei Y, Zhang M, Zhang X, Zhang H, Yuan X. Adsorption Separation of l-Tryptophan Based on the Hyper-Cross-Linked Resin XDA-200. ACS OMEGA 2021; 6:2255-2263. [PMID: 33521465 PMCID: PMC7841957 DOI: 10.1021/acsomega.0c05574] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2020] [Accepted: 12/28/2020] [Indexed: 05/03/2023]
Abstract
l-Tryptophan (l-Trp) was separated from its aqueous solution by hyper-cross-linked resins. The adsorption and desorption performances of l-Trp on different resins were compared. The weakly polar resin XDA-200 was selected as an excellent adsorbent with high adsorption amount and easy elution. The resin has a high adsorption selectivity and strong salt resistance. The adsorption mechanism of l-Trp on resin XDA-200 was elucidated based on adsorption thermodynamics experiments, molecular dynamics simulations, and adsorption kinetics experiments. The dynamic separation process of l-Trp was finally studied. The adsorption of l-Trp on resin XDA-200 is a spontaneous process driven by adsorption enthalpy. l-Trp± is the most favorable form for l-Trp adsorption on resin XDA-200 because of the strongest affinity of l-Trp± to the resin and relatively low water solubility. The adsorption of l-Trp is mainly based on π-π and hydrophobic interactions. Surface diffusion is the sole rate-limiting step of l-Trp mass transfer on resin XDA-200. l-Trp was separated satisfactorily from l-glutamic acid (l-Glu) and NaCl with both the recovery rate and purity of l-Trp higher than 99% in the fixed bed packed with resin XDA-200.
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Affiliation(s)
- Pengfei Jiao
- School
of Life Science and Agricultural Engineering, Nanyang Normal University, No. 1638 Wolong Road, Nanyang 473061, China
| | - Yuping Wei
- School
of Life Science and Agricultural Engineering, Nanyang Normal University, No. 1638 Wolong Road, Nanyang 473061, China
- . Tel: +86-0377-63513605. Fax: +86-0377-63512517
| | - Man Zhang
- Department
of Oncology, Nanyang First People’s
Hospital, No. 12 Renmin
Road, Nanyang 473012, China
| | - Xin Zhang
- School
of Life Science and Agricultural Engineering, Nanyang Normal University, No. 1638 Wolong Road, Nanyang 473061, China
| | - Hao Zhang
- School
of Life Science and Agricultural Engineering, Nanyang Normal University, No. 1638 Wolong Road, Nanyang 473061, China
| | - Xin Yuan
- School
of Life Science and Agricultural Engineering, Nanyang Normal University, No. 1638 Wolong Road, Nanyang 473061, China
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Ho YY, Lu HK, Lim ZFS, Lim HW, Ho YS, Ng SK. Applications and analysis of hydrolysates in animal cell culture. BIORESOUR BIOPROCESS 2021; 8:93. [PMID: 34603939 PMCID: PMC8476327 DOI: 10.1186/s40643-021-00443-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 09/07/2021] [Indexed: 12/19/2022] Open
Abstract
Animal cells are used in the manufacturing of complex biotherapeutic products since the 1980s. From its initial uses in biological research to its current importance in the biopharmaceutical industry, many types of culture media were developed: from serum-based media to serum-free to protein-free chemically defined media. The cultivation of animal cells economically has become the ultimate goal in the field of biomanufacturing. Serum serves as a source of amino acids, lipids, proteins and most importantly growth factors and hormones, which are essential for many cell types. However, the use of serum is unfavorable due to its high price tag, increased lot-to-lot variations and potential risk of microbial contamination. Efforts are progressively being made to replace serum with recombinant proteins such as growth factors, cytokines and hormones, as well as supplementation with lipids, vitamins, trace elements and hydrolysates. While hydrolysates are more complex, they provide a diverse source of nutrients to animal cells, with potential beneficial effects beyond the nutritional value. In this review, we discuss the use of hydrolysates in animal cell culture and briefly cover the composition of hydrolysates, mode of action and potential contaminants with some perspectives on its potential role in animal cell culture media formulations in the future.
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Affiliation(s)
- Yin Ying Ho
- grid.185448.40000 0004 0637 0221Bioprocessing Technology Institute, Agency for Science, Technology, and Research (A*STAR), 20 Biopolis Way, #06-01 Centros, Singapore, 138668 Singapore
| | - Hao Kim Lu
- grid.185448.40000 0004 0637 0221Bioprocessing Technology Institute, Agency for Science, Technology, and Research (A*STAR), 20 Biopolis Way, #06-01 Centros, Singapore, 138668 Singapore
| | - Zhi Feng Sherman Lim
- grid.185448.40000 0004 0637 0221Bioprocessing Technology Institute, Agency for Science, Technology, and Research (A*STAR), 20 Biopolis Way, #06-01 Centros, Singapore, 138668 Singapore
| | - Hao Wei Lim
- grid.185448.40000 0004 0637 0221Bioprocessing Technology Institute, Agency for Science, Technology, and Research (A*STAR), 20 Biopolis Way, #06-01 Centros, Singapore, 138668 Singapore
| | - Ying Swan Ho
- grid.185448.40000 0004 0637 0221Bioprocessing Technology Institute, Agency for Science, Technology, and Research (A*STAR), 20 Biopolis Way, #06-01 Centros, Singapore, 138668 Singapore
| | - Say Kong Ng
- grid.185448.40000 0004 0637 0221Bioprocessing Technology Institute, Agency for Science, Technology, and Research (A*STAR), 20 Biopolis Way, #06-01 Centros, Singapore, 138668 Singapore
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Lu JH, Chen C, Huang C, Lee DJ. Glucose fermentation with biochar-amended consortium: microbial consortium shift. Bioengineered 2020; 11:272-280. [PMID: 32100613 PMCID: PMC7161558 DOI: 10.1080/21655979.2020.1735668] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2020] [Revised: 02/23/2020] [Accepted: 02/24/2020] [Indexed: 11/11/2022] Open
Abstract
The effects of adding biochar rice husk (R), white popinee (WP), bamboo (BB), or coconut (CT) on microbial community in fermentation broths from glucose were investigated. The added biochars acted as biofilm carriers on which Sporolactobacillus spathodeae, Clostridium sensu stricto 11 sp., Clostridium sensu stricto 12 sp., Clostridium sensu stricto 1 sp., and Clostridium sensu stricto 5 sp. were enriched. Fermentation reactions substantially increased the amounts of acid-producers in biofilm. The homoacetogens, Clostridium carboxidivorans and Clostridium drakei, were identified in the biofilm in the first two batches of fermentation with biochars as electron conductors between acid-producers and homoacetogens to assist homoacetogenesis. The heterotrophic bacteria overcompeted the acid-producers in the biofilm in long-term fermentation.
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Affiliation(s)
- Jia-Hsun Lu
- Department of Chemical Engineering, National Taiwan University, Taipei, Taiwan
| | - Chuan Chen
- State Key Laboratory of Urban Water Resource and Environment, Harbin Institute of Technology, Harbin, China
| | - Chihpin Huang
- Institute of Environmental Engineering, National Chiao Tung University, Hsinchu, Taiwan
| | - Duu-Jong Lee
- Department of Chemical Engineering, National Taiwan University, Taipei, Taiwan
- Department of Chemical Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan
- College of Engineering, Tunghai University, Taichung, Taiwan
- College of Technology and Engineering, National Taiwan Normal University, Taipei, Taiwan
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10
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Bai F, Tian H, Ma J. Landfill leachate treatment through the combination of genetically engineered bacteria Rhodococcus erythropolis expressing Nirs and AMO and membrane filtration processes. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2020; 263:114061. [PMID: 32268229 DOI: 10.1016/j.envpol.2020.114061] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 01/20/2020] [Accepted: 01/22/2020] [Indexed: 06/11/2023]
Abstract
This study developed a process of genetically engineered bacteria Rhodococcus erythropolis expressing Nirs and AMO combined with membrane bioreactor (MBR), nanofiltration (NF) and reverse osmosis (RO) membrane (pRho-NA-MNR) for advanced treatment of landfill leachate. Results demonstrated that pRho-NA-MNR presented higher removal rate of chemical oxygen demand (COD), biological oxygen demand (BOD), ammonia nitrogen (N-NH4), total nitrogen (TN) and total organic carbon (TOC) than activated sludge (AS-MNR) system. Administration of pRho-NA increased nitrification by converting N-NH4 to nitrite (N-NO2) and Nitrate (N-NO3), and promoting denitrification by converting N-NO2 to nitrogen (N2) in the landfill leachate treatment, promoted the pH control, increased sludge activity and effluent yield, shortened phase length adaptation under alternating aerobic-anoxic conditions. pRho-NA increased the nitration and denitrifying rate in the aerobic and anaerobic stage in the system by increasing Cyt cd1 and Cyt c expression in the activated sludge. Nitrogen removal by nitrification and denitrification was positively correlated to the concentration of Nirs and AMO expression. Treatment with pRho-NA promoted pollutant removal efficiency of membrane bioreactor, nanofiltration and reverse osmosis membrane processes in landfill leachate. In conclusion, data suggest that pRho-NA-MNR facilitates the formation of granular sludge and enhances comparable removal of nitrogen and organic compounds, indicating the practice of this process should be considered in landfill leachate treatment system.
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Affiliation(s)
- Fuliang Bai
- State Key Laboratory of Urban Water and Environment, Harbin Institute of Technology, Harbin, Heilongjiang, 150090, PR China; Lubin Environmental Protection Equipment (Shanghai) Co., Ltd, Shanghai, PR China
| | - Hui Tian
- School of Life Science, Harbin Institute of Technology, Harbin, 150001, PR China
| | - Jun Ma
- State Key Laboratory of Urban Water and Environment, Harbin Institute of Technology, Harbin, Heilongjiang, 150090, PR China.
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11
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Xu D, Zhang Z, Liu Z, Xu Q. Using enzymatic hydrolyzate as new nitrogen source for L-tryptophan fermentation by E.coli. Bioengineered 2019; 11:1-10. [PMID: 31795804 PMCID: PMC6961590 DOI: 10.1080/21655979.2019.1700092] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
This study presents new methods for hydrolyzing bacterial cell in cyclic utilization of waste bacterial cell for L-tryptophan production by fermentation. Using enzymatic hydrolysis of the pre-treated bacterial cells which were collected from an L-tryptophan fermentation broth, trypsin was selected as the optimal protease for hydrolyzing the bacterial cell. The optimum conditions for hydrolysis were determined by the orthogonal test. Hydrolyzate was then dealt with a compound protease to further increase its content of free amino acids. With the optimum conditions of pH = 8, temperature of 37°C, treatment time of 6 h, and E/S of 4%, the final content of free amino acids in the hydrolyzate was 500.61 mg/g. The hydrolyzate and the yeast extract were added to the medium at the proportion of 1:1, which served as an organic nitrogen source for L-tryptophan production by fermentation. The production of L-tryptophan was 53.87 g/L, and the highest biomass was 53.45 g/L. As an organic nitrogen source, this hydrolyzate satisfies the requirements for L-tryptophan production by fermentation.
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Affiliation(s)
- Da Xu
- National and Local United Engineering Lab of Metabolic Control Fermentation Technology, Tianjin University of Science and Technology, Tianjin, PR China.,Tianjin Engineering Lab of Efficient and Green Amino Acid Manufacture, Tianjin University of Science and Technology, Tianjin, PR China.,College of Biotechnology, Tianjin University of Science and Technology, Tianjin, PR China
| | - Zhen Zhang
- National and Local United Engineering Lab of Metabolic Control Fermentation Technology, Tianjin University of Science and Technology, Tianjin, PR China.,Tianjin Engineering Lab of Efficient and Green Amino Acid Manufacture, Tianjin University of Science and Technology, Tianjin, PR China.,College of Biotechnology, Tianjin University of Science and Technology, Tianjin, PR China
| | - Ziqiang Liu
- National and Local United Engineering Lab of Metabolic Control Fermentation Technology, Tianjin University of Science and Technology, Tianjin, PR China.,Tianjin Engineering Lab of Efficient and Green Amino Acid Manufacture, Tianjin University of Science and Technology, Tianjin, PR China.,College of Biotechnology, Tianjin University of Science and Technology, Tianjin, PR China
| | - Qingyang Xu
- National and Local United Engineering Lab of Metabolic Control Fermentation Technology, Tianjin University of Science and Technology, Tianjin, PR China.,Tianjin Engineering Lab of Efficient and Green Amino Acid Manufacture, Tianjin University of Science and Technology, Tianjin, PR China.,College of Biotechnology, Tianjin University of Science and Technology, Tianjin, PR China
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