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Yang Y, Lu J, Xue T, Cao Z, Li M, Zhang Z, Wang R, Wu T. Knockout of the Agrobacterium ILVC gene generates a valine-isoleucine auxotrophic strain for plant transformation. Transgenic Res 2025; 34:23. [PMID: 40316745 DOI: 10.1007/s11248-025-00442-z] [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: 11/30/2024] [Accepted: 04/07/2025] [Indexed: 05/04/2025]
Abstract
The Agrobacterium tumefaciens mediated transformation is the prevailing methodology for plant genetic manipulation; however, A. tumefaciens overgrowth is a common constraint in the process. Exploring auxotrophic A. tumefaciens could reduce overgrowth and enhance plant transformation efficiency. The ILVC gene, which encodes the ketol-acid isomeroreductase, is critical for Valine (Val) and isoleucine (Ile) biosynthesis in some microorganisms. However, its function in A. tumefaciens is unclear. To ascertain the function of ILVC and generate an auxotrophic A. tumefaciens, this study employed an allelic exchange to disrupt the ILVC in A. tumefaciens strain GV3101. This resulted in the loss of ketol-acid isomeroreductase activity and the prevention of Val and Ile biosynthesis, creating a dual-auxotrophic GV3101∆ILVC. Transient expression assays in Nicotiana benthamiana transformation demonstrated that the GV3101∆ILVC was capable of T-DNA transfer. Moreover, stable genetic transformation analysis in N. benthamiana indicated that the introduction of GV3101∆ILVC led to a reduction in overgrowth within infected plant tissues. Additionally, an enhancement in transformation efficiency was observed with the prolongation of the co-cultivation time of the explant-infected strain. This study revealed the function of ILVC and explored a dual-auxotrophic A. tumefaciens for Val and Ile, potentially broadening the utilization of auxotrophic strains in plant genetic transformation.
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Affiliation(s)
- Yanhui Yang
- School of Bioengineering, Henan University of Technology, Lianhua Street 100, Zhengzhou High-Technology Zone, Zhengzhou, 450001, Henan Province, China.
| | - Jun Lu
- School of Bioengineering, Henan University of Technology, Lianhua Street 100, Zhengzhou High-Technology Zone, Zhengzhou, 450001, Henan Province, China
| | - Tianrui Xue
- School of Bioengineering, Henan University of Technology, Lianhua Street 100, Zhengzhou High-Technology Zone, Zhengzhou, 450001, Henan Province, China
| | - Zhenli Cao
- School of Bioengineering, Henan University of Technology, Lianhua Street 100, Zhengzhou High-Technology Zone, Zhengzhou, 450001, Henan Province, China
| | - Mingjie Li
- College of Crop Sciences, Fujian Agriculture and Forestry University, Jinshan Road, Cangshan District, Fuzhou, 350002, China
| | - Zhongyi Zhang
- College of Crop Sciences, Fujian Agriculture and Forestry University, Jinshan Road, Cangshan District, Fuzhou, 350002, China
| | - Rong Wang
- School of Bioengineering, Henan University of Technology, Lianhua Street 100, Zhengzhou High-Technology Zone, Zhengzhou, 450001, Henan Province, China
| | - Tongyu Wu
- School of Bioengineering, Henan University of Technology, Lianhua Street 100, Zhengzhou High-Technology Zone, Zhengzhou, 450001, Henan Province, China
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2
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Hu H, Li Z, Chen R, Lu R, Zhou D, Zhu Y, Mu W. Enhancement of Indigo Production by a Metabolically Engineered Escherichia coli MG1655 Using Membrane Engineering and Two-Stage Cultivation. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2025; 73:9782-9792. [PMID: 40219981 DOI: 10.1021/acs.jafc.5c01400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/14/2025]
Abstract
Indigo, a natural blue pigment extensively used in the food and textile industries, faces sustainability challenges due to toxic chemicals in its industrial synthesis. In this study, an efficient E. coli MG1655 system was developed for indigo biosynthesis. The strain was engineered by genomic integration and plasmid-based expression of Methylophaga aminisulfidivorans flavin-containing monooxygenase (MaFMO) and endogenous tryptophanase (TnaA). To optimize metabolic flux toward indigo production, key competitive pathway genes were deleted, and membrane engineering genes were introduced to alleviate toxicity and improve product secretion. A two-stage fermentation strategy with controlled feeding of the tryptophan substrate and surfactants further optimized indigo production. The integrated approach achieved a maximum indigo titer of 3.9 g/L in 5 L of fed-batch fermentation. This study highlights the successful integration of genetic engineering and fermentation strategies to enhance microbial indigo production, offering a green alternative to chemical synthesis with potential applications in food-grade colorant production and the textile industries.
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Affiliation(s)
- Heng Hu
- State Key Laboratory of Food Science and Resources, School of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Zeyu Li
- State Key Laboratory of Food Science and Resources, School of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Roulin Chen
- State Key Laboratory of Food Science and Resources, School of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Rui Lu
- State Key Laboratory of Food Science and Resources, School of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Dingjie Zhou
- Jiangsu Huacheng Biotechnology Co., Ltd., Wuxi, Jiangsu 214122, China
| | - Yingying Zhu
- State Key Laboratory of Food Science and Resources, School of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Wanmeng Mu
- State Key Laboratory of Food Science and Resources, School of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu 214122, China
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Wang Y, Zhou J, Zhang Z, Huang L, Zhang B, Liu Z, Zheng Y. Efficient carbon flux allocation towards D-pantothenic acid production via growth-decoupled strategy in Escherichia coli. BIORESOURCE TECHNOLOGY 2024; 411:131325. [PMID: 39179135 DOI: 10.1016/j.biortech.2024.131325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 08/20/2024] [Accepted: 08/20/2024] [Indexed: 08/26/2024]
Abstract
For industrial strain construction, rational allocation of carbon flux is of paramount importance especially for decoupling cell growth and chemical productions to get maximum titer, rate, yield (TRY), which become Gordian Knot. Here, a temperature-sensitive switch and genetic circuits was used for effectively decoupling cell growth from D-pantothenic acid (DPA) production, along with systematically metabolic engineering including blocking redundant pathways of pyruvate and enhancing DPA driving force. Afterwards, rapid biomass accumulation only happened during growth stage, and subsequent high-efficient DPA production was initiated with reducing fermentation temperature. Finally, 97.20 g/L DPA and 0.64 g/g glucose conversion rate were achieved in 5-liter fed-batch fermentation. These undisputedly represent a milestone for the biosynthesis of DPA. With using strategies for decoupling cell growth from chemical productions, it would serve as "Alexander's sword" to cut Gordian Knot to get industrial chassis cells with excellent TRY for de novo biosynthesis of valuable chemicals.
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Affiliation(s)
- Yihong Wang
- The National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou 310014, China; Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, China
| | - Junping Zhou
- The National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou 310014, China; Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, China
| | - Zheng Zhang
- The National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou 310014, China; Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, China
| | - Lianggang Huang
- The National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou 310014, China; Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, China
| | - Bo Zhang
- The National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou 310014, China; Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, China
| | - Zhiqiang Liu
- The National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou 310014, China; Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, China.
| | - Yuguo Zheng
- The National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou 310014, China; Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, China
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Kim HJ, Kim S, Lee Y, Shin Y, Choi S, Oh J, Jeong J, Park H, Ahn J, Joo JC, Choi KY, Bhatia SK, Yang YH. Production of bio-indigo from engineered Pseudomonas putida KT2440 harboring tryptophanase and flavin-containing monooxygenase. Enzyme Microb Technol 2024; 182:110529. [PMID: 39447513 DOI: 10.1016/j.enzmictec.2024.110529] [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: 07/31/2024] [Revised: 10/10/2024] [Accepted: 10/17/2024] [Indexed: 10/26/2024]
Abstract
Indigo is a unique blue dye that has been used in the textile industry for centuries and is currently mass-produced commercially through chemical synthesis. However, the use of toxic substrates and reducing agents for chemical synthesis is associated with environmental concerns, necessitating the development of eco-friendly alternatives based on microbial production. In this study, a robust industrial strategy for indigo production was developed using Pseudomonas putida KT2440 as the host strain, which is characterized by its excellent ability to degrade aromatic compounds and high resistance to environmental stress. By introducing the genes tryptophanase (tnaA) and Flavin-containing monooxygenase (FMO), a P. putida HI201 strain was constructed to produce indigo from tryptophan. To enhance the indigo yield, culture conditions, including medium composition, temperature, tryptophan concentration, and shaking speed, were optimized. Under optimal conditions such as TB medium, 15 mM tryptophan, 30°C, 200 rpm, P. putida HI201 biosynthesized 1.31 g/L indigo from tryptophan in a fed-batch fermentation system. The introduction of tnaA and FMO genes also enabled the production of indigo in various P. putida species, and the indigo-producing strain had a blue color, which served as a visual indicator. This study presents a strategy for using P. putida as a host for robust and sustainable microbial production of indigo, highlighting the strain's applicability and efficiency in environment friendly dye synthesis.
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Affiliation(s)
- Hyun Jin Kim
- Department of Biological Engineering, College of Engineering, Konkuk University, Seoul, Republic of Korea
| | - Suwon Kim
- Department of Biological Engineering, College of Engineering, Konkuk University, Seoul, Republic of Korea
| | - Yeda Lee
- Department of Biological Engineering, College of Engineering, Konkuk University, Seoul, Republic of Korea
| | - Yuni Shin
- Department of Biological Engineering, College of Engineering, Konkuk University, Seoul, Republic of Korea
| | - Suhye Choi
- Department of Biological Engineering, College of Engineering, Konkuk University, Seoul, Republic of Korea
| | - Jinok Oh
- Department of Biological Engineering, College of Engineering, Konkuk University, Seoul, Republic of Korea
| | - Jaeho Jeong
- Applied biological Engineering, University of Science and Technology, 217. Gajeong-ro, Uuseong-gu, Daejeon 32113, Republic of Korea; Biotechnology Process Engineering Center, Korea Research Institute of Bioscience and Biotechology (KRIBB), Cheongju 28116, Republic of Korea
| | - HyunA Park
- Biotechnology Process Engineering Center, Korea Research Institute of Bioscience and Biotechology (KRIBB), Cheongju 28116, Republic of Korea
| | - Jungoh Ahn
- Applied biological Engineering, University of Science and Technology, 217. Gajeong-ro, Uuseong-gu, Daejeon 32113, Republic of Korea; Biotechnology Process Engineering Center, Korea Research Institute of Bioscience and Biotechology (KRIBB), Cheongju 28116, Republic of Korea
| | - Jeong Chan Joo
- Department of Chemical Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do 17104, Republic of Korea
| | - Kwon-Young Choi
- Department of Molecular Science and Technology, Ajou University, Suwon, Gyeonggi-do, Republic of Korea; Advanced College of Bio-Convergence Engineering, Ajou University, Suwon, Gyeonggi-do, Republic of Korea
| | - Shashi Kant Bhatia
- Department of Biological Engineering, College of Engineering, Konkuk University, Seoul, Republic of Korea; Institute for Ubiquitous Information Technology and Application, Konkuk University, Seoul, Republic of Korea
| | - Yung-Hun Yang
- Department of Biological Engineering, College of Engineering, Konkuk University, Seoul, Republic of Korea; Institute for Ubiquitous Information Technology and Application, Konkuk University, Seoul, Republic of Korea.
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Fan C, Xie Z, Zheng D, Zhang R, Li Y, Shi J, Cheng M, Wang Y, Zhou Y, Zhan Y, Yan Y. Overview of indigo biosynthesis by Flavin-containing Monooxygenases: History, industrialization challenges, and strategies. Biotechnol Adv 2024; 73:108374. [PMID: 38729229 DOI: 10.1016/j.biotechadv.2024.108374] [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: 01/15/2024] [Revised: 04/24/2024] [Accepted: 05/07/2024] [Indexed: 05/12/2024]
Abstract
Indigo is a natural dye extensively used in the global textile industry. However, the conventional synthesis of indigo using toxic compounds like aniline, formaldehyde, and hydrogen cyanide has led to environmental pollution and health risks for workers. This method also faces growing economic, sustainability, and environmental challenges. To address these issues, the concept of bio-indigo or indigo biosynthesis has been proposed as an alternative to aniline-based indigo synthesis. Among various enzymes, Flavin-containing Monooxygenases (FMOs) have shown promise in achieving a high yield of bio-indigo. However, the industrialization of indigo biosynthesis still encounters several challenges. This review focuses on the historical development of indigo biosynthesis mediated by FMOs. It highlights several factors that have hindered industrialization, including the use of unsuitable chassis (Escherichia coli), the toxicity of indole, the high cost of the substrate L-tryptophan, the water-insolubility of the product indigo, the requirement of reducing reagents such as sodium dithionite, and the relatively low yield and high cost compared to chemical synthesis. Additionally, this paper summarizes various strategies to enhance the yield of indigo synthesized by FMOs, including redundant sequence deletion, semi-rational design, cheap precursor research, NADPH regeneration, large-scale fermentation, and enhancement of water solubility of indigo.
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Affiliation(s)
- Changxin Fan
- College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, People's Republic of China; Innovation Base of Life Science and Technology, Qiming College, Huazhong University of Science and Technology, Wuhan 430074, People's Republic of China
| | - Ziqi Xie
- College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, People's Republic of China; Innovation Base of Life Science and Technology, Qiming College, Huazhong University of Science and Technology, Wuhan 430074, People's Republic of China
| | - Da Zheng
- College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, People's Republic of China; Innovation Base of Life Science and Technology, Qiming College, Huazhong University of Science and Technology, Wuhan 430074, People's Republic of China
| | - Ruihan Zhang
- College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, People's Republic of China; Innovation Base of Life Science and Technology, Qiming College, Huazhong University of Science and Technology, Wuhan 430074, People's Republic of China
| | - Yijin Li
- Innovation Base of Life Science and Technology, Qiming College, Huazhong University of Science and Technology, Wuhan 430074, People's Republic of China
| | - Jiacheng Shi
- College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, People's Republic of China; Innovation Base of Life Science and Technology, Qiming College, Huazhong University of Science and Technology, Wuhan 430074, People's Republic of China
| | - Mingyuan Cheng
- College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, People's Republic of China; Innovation Base of Life Science and Technology, Qiming College, Huazhong University of Science and Technology, Wuhan 430074, People's Republic of China
| | - Yifei Wang
- Innovation Base of Life Science and Technology, Qiming College, Huazhong University of Science and Technology, Wuhan 430074, People's Republic of China
| | - Yu Zhou
- College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, People's Republic of China; Key Laboratory of Molecular Biophysics of the Ministry of Education, Huazhong University of Science and Technology, Wuhan 430074, People's Republic of China.
| | - Yi Zhan
- College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, People's Republic of China; Key Laboratory of Molecular Biophysics of the Ministry of Education, Huazhong University of Science and Technology, Wuhan 430074, People's Republic of China.
| | - Yunjun Yan
- College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, People's Republic of China; Key Laboratory of Molecular Biophysics of the Ministry of Education, Huazhong University of Science and Technology, Wuhan 430074, People's Republic of China.
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Kim HJ, Ham S, Shin N, Hwang JH, Oh SJ, Choi TR, Joo JC, Bhatia SK, Yang YH. Tryptophan-Based Hyperproduction of Bioindigo by Combinatorial Overexpression of Two Different Tryptophan Transporters. J Microbiol Biotechnol 2024; 34:969-977. [PMID: 38213292 PMCID: PMC11091664 DOI: 10.4014/jmb.2308.08039] [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: 08/21/2023] [Revised: 11/18/2023] [Accepted: 11/22/2023] [Indexed: 01/13/2024]
Abstract
Indigo is a valuable, natural blue dye that has been used for centuries in the textile industry. The large-scale commercial production of indigo relies on its extraction from plants and chemical synthesis. Studies are being conducted to develop methods for environment-friendly and sustainable production of indigo using genetically engineered microbes. Here, to enhance the yield of bioindigo from an E. coli whole-cell system containing tryptophanase (TnaA) and flavin-containing monooxygenase (FMO), we evaluated tryptophan transporters to improve the transport of aromatic compounds, such as indole and tryptophan, which are not easily soluble and passable through cell walls. Among the three transporters, Mtr, AroP, and TnaB, AroP enhanced indigo production the most. The combination of each transporter with AroP was also evaluated, and the combination of AroP and TnaB showed the best performance compared to the single transporters and two transporters. Bioindigo production was then optimized by examining the culture medium, temperature, isopropyl β-D-1-thiogalactopyranoside concentration, shaking speed (rpm), and pH. The novel strain containing aroP and tnaB plasmid with tnaA and FMO produced 8.77 mM (2.3 g/l) of bioindigo after 66 h of culture. The produced bioindigo was further recovered using a simple method and used as a watercolor dye, showing good mixing with other colors and color retention for a relatively long time. This study presents an effective strategy for enhancing indigo production using a combination of transporters.
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Affiliation(s)
- Hyun Jin Kim
- Department of Biological Engineering, College of Engineering, Konkuk University, Seoul 05029, Republic of Korea
| | - Sion Ham
- Department of Biological Engineering, College of Engineering, Konkuk University, Seoul 05029, Republic of Korea
| | - Nara Shin
- Department of Biological Engineering, College of Engineering, Konkuk University, Seoul 05029, Republic of Korea
| | - Jeong Hyeon Hwang
- Department of Biological Engineering, College of Engineering, Konkuk University, Seoul 05029, Republic of Korea
| | - Suk Jin Oh
- Department of Biological Engineering, College of Engineering, Konkuk University, Seoul 05029, Republic of Korea
| | - Tae-Rim Choi
- Department of Biological Engineering, College of Engineering, Konkuk University, Seoul 05029, Republic of Korea
| | - Jeong Chan Joo
- Department of Chemical Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do 17104, Republic of Korea
| | - Shashi Kant Bhatia
- Department of Biological Engineering, College of Engineering, Konkuk University, Seoul 05029, Republic of Korea
- Institute for Ubiquitous Information Technology and Application, Konkuk University, Seoul 05029, Republic of Korea
| | - Yung-Hun Yang
- Department of Biological Engineering, College of Engineering, Konkuk University, Seoul 05029, Republic of Korea
- Institute for Ubiquitous Information Technology and Application, Konkuk University, Seoul 05029, Republic of Korea
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Chandel N, Singh BB, Dureja C, Yang YH, Bhatia SK. Indigo production goes green: a review on opportunities and challenges of fermentative production. World J Microbiol Biotechnol 2024; 40:62. [PMID: 38182914 DOI: 10.1007/s11274-023-03871-2] [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: 10/11/2023] [Accepted: 12/11/2023] [Indexed: 01/07/2024]
Abstract
Indigo is a widely used dye in various industries, such as textile, cosmetics, and food. However, traditional methods of indigo extraction and processing are associated with environmental and economic challenges. Fermentative production of indigo using microbial strains has emerged as a promising alternative that offers sustainability and cost-effectiveness. This review article provides a critical overview of microbial diversity, metabolic pathways, fermentation strategies, and genetic engineering approaches for fermentative indigo production. The advantages and limitations of different indigo production systems and a critique of the current understanding of indigo biosynthesis are discussed. Finally, the potential application of indigo in other sectors is also discussed. Overall, fermentative production of indigo offers a sustainable and bio-based alternative to synthetic methods and has the potential to contribute to the development of sustainable and circular biomanufacturing.
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Affiliation(s)
- Neha Chandel
- School of Medical and Allied Sciences, GD Goenka University, Gurugram, Haryana, 122103, India
| | - Bharat Bhushan Singh
- Department of Genomic Medicine, Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Chetna Dureja
- Center for Inflammatory and Infectious Diseases, Texas A&M Health Science Center, Institute of Bioscience and Technology, Houston, TX, USA
| | - Yung-Hun Yang
- Department of Biological Engineering, College of Engineering, Konkuk University, Seoul, 05029, Republic of Korea
- Institute for Ubiquitous Information Technology and Applications, Seoul, 05029, Republic of Korea
| | - Shashi Kant Bhatia
- Department of Biological Engineering, College of Engineering, Konkuk University, Seoul, 05029, Republic of Korea.
- Institute for Ubiquitous Information Technology and Applications, Seoul, 05029, Republic of Korea.
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