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Ke X, Cui JH, Ren QJ, Zheng T, Wang XX, Liu ZQ, Zheng YG. Rerouting phytosterol degradation pathway for directed androst-1,4-diene-3,17-dione microbial bioconversion. Appl Microbiol Biotechnol 2024; 108:186. [PMID: 38300290 PMCID: PMC10834601 DOI: 10.1007/s00253-023-12847-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: 05/04/2023] [Revised: 11/14/2023] [Accepted: 11/23/2023] [Indexed: 02/02/2024]
Abstract
Steroid-based drugs are now mainly produced by the microbial transformation of phytosterol, and a two-step bioprocess is adopted to reach high space-time yields, but byproducts are frequently observed during the bioprocessing. In this study, the catabolic switch between the C19- and C22-steroidal subpathways was investigated in resting cells of Mycobacterium neoaurum NRRL B-3805, and a dose-dependent transcriptional response toward the induction of phytosterol with increased concentrations was found in the putative node enzymes including ChoM2, KstD1, OpccR, Sal, and Hsd4A. Aldolase Sal presented a dominant role in the C22 steroidal side-chain cleavage, and the byproduct was eliminated after sequential deletion of opccR and sal. Meanwhile, the molar yield of androst-1,4-diene-3,17-dione (ADD) was increased from 59.4 to 71.3%. With the regard of insufficient activity of rate-limiting enzymes may also cause byproduct accumulation, a chromosomal integration platform for target gene overexpression was established supported by a strong promoter L2 combined with site-specific recombination in the engineered cell. Rate-limiting steps of ADD bioconversion were further characterized and overcome. Overexpression of the kstD1 gene further strengthened the bioconversion from AD to ADD. After subsequential optimization of the bioconversion system, the directed biotransformation route was developed and allowed up to 82.0% molar yield with a space-time yield of 4.22 g·L-1·day-1. The catabolic diversion elements and the genetic overexpression tools as confirmed and developed in present study offer new ideas of M. neoaurum cell factory development for directed biotransformation for C19- and C22-steroidal drug intermediates from phytosterol. KEY POINTS: • Resting cells exhibited a catabolic switch between the C19- and C22-steroidal subpathways. • The C22-steroidal byproduct was eliminated after sequential deletion of opccR and sal. • Rate-limiting steps were overcome by promoter engineering and chromosomal integration.
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Affiliation(s)
- Xia Ke
- National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China
| | - Jia-Hao Cui
- National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China
| | - Qi-Jie Ren
- National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China
| | - Tong Zheng
- National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China
| | - Xin-Xin Wang
- National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China
| | - Zhi-Qiang Liu
- National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China.
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China.
| | - Yu-Guo Zheng
- National and Local Joint Engineering Research Center for Biomanufacturing of Chiral Chemicals, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China
- Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China
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Wang Z, Qiu H, Chen Y, Chen X, Fu C, Yu L. Microbial metabolism of diosgenin by a novel isolated Mycolicibacterium sp. HK-90: A promising biosynthetic platform to produce 19-carbon and 21-carbon steroids. Microb Biotechnol 2024; 17:e14415. [PMID: 38381074 PMCID: PMC10880577 DOI: 10.1111/1751-7915.14415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 12/13/2023] [Accepted: 01/19/2024] [Indexed: 02/22/2024] Open
Abstract
Green manufacture of steroid precursors from diosgenin by microbial replacing multistep chemical synthesis has been elusive. It is currently limited by the lack of strain and degradation mechanisms. Here, we demonstrated the feasibility of this process using a novel strain Mycolicibacterium sp. HK-90 with efficiency in diosgenin degradation. Diosgenin degradation by strain HK-90 involves the selective removal of 5,6-spiroketal structure, followed by the oxygenolytic cleavage of steroid nuclei. Bioinformatic analyses revealed the presence of two complete steroid catabolic gene clusters, SCG-1 and SCG-2, in the genome of strain HK-90. SCG-1 cluster was found to be involved in classic phytosterols or cholesterol catabolic pathway through the deletion of key kstD1 gene, which promoted the mutant m-∆kstD1 converting phytosterols to intermediate 9α-hydroxyandrostenedione (9-OHAD). Most impressively, global transcriptomics and characterization of key genes suggested SCG-2 as a potential gene cluster encoding diosgenin degradation. The gene inactivation of kstD2 in SCG-2 resulted in the conversion of diosgenin to 9-OHAD and 9,16-dihydroxy-pregn-4-ene-3,20-dione (9,16-(OH)2 -PG) in mutant m-ΔkstD2. Moreover, the engineered strain mHust-ΔkstD1,2,3 with a triple deletion of kstDs was constructed, which can stably accumulate 9-OHAD by metabolizing phytosterols, and accumulate 9-OHAD and 9,16-(OH)2 -PG from diosgenin. Diosgenin catabolism in strain mHust-ΔkstD1,2,3 was revealed as a progression through diosgenone, 9,16-(OH)2 -PG, and 9-OHAD to 9α-hydroxytestosterone (9-OHTS). So far, this work is the first report on genetically engineered strain metabolizing diosgenin to produce 21-carbon and 19-carbon steroids. This study presents a promising biosynthetic platform for the green production of steroid precursors, and provide insights into the complex biochemical mechanism of diosgenin catabolism.
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Affiliation(s)
- Zhikuan Wang
- Institute of Resource Biology and Biotechnology, Department of BiotechnologyCollege of Life Science and Technology, Huazhong University of Science and TechnologyWuhanChina
- Key Laboratory of Molecular BiophysicsMinistry of EducationWuhanChina
- Hubei Engineering Research Center for Both Edible and Medicinal ResourcesWuhanChina
| | - Hailiang Qiu
- Institute of Resource Biology and Biotechnology, Department of BiotechnologyCollege of Life Science and Technology, Huazhong University of Science and TechnologyWuhanChina
- Key Laboratory of Molecular BiophysicsMinistry of EducationWuhanChina
- Hubei Engineering Research Center for Both Edible and Medicinal ResourcesWuhanChina
| | - Yulong Chen
- Institute of Resource Biology and Biotechnology, Department of BiotechnologyCollege of Life Science and Technology, Huazhong University of Science and TechnologyWuhanChina
- Key Laboratory of Molecular BiophysicsMinistry of EducationWuhanChina
- Hubei Engineering Research Center for Both Edible and Medicinal ResourcesWuhanChina
| | - Xuemin Chen
- Institute of Resource Biology and Biotechnology, Department of BiotechnologyCollege of Life Science and Technology, Huazhong University of Science and TechnologyWuhanChina
- Key Laboratory of Molecular BiophysicsMinistry of EducationWuhanChina
- Hubei Engineering Research Center for Both Edible and Medicinal ResourcesWuhanChina
| | - Chunhua Fu
- Institute of Resource Biology and Biotechnology, Department of BiotechnologyCollege of Life Science and Technology, Huazhong University of Science and TechnologyWuhanChina
- Key Laboratory of Molecular BiophysicsMinistry of EducationWuhanChina
- Hubei Engineering Research Center for Both Edible and Medicinal ResourcesWuhanChina
| | - Longjiang Yu
- Institute of Resource Biology and Biotechnology, Department of BiotechnologyCollege of Life Science and Technology, Huazhong University of Science and TechnologyWuhanChina
- Key Laboratory of Molecular BiophysicsMinistry of EducationWuhanChina
- Hubei Engineering Research Center for Both Edible and Medicinal ResourcesWuhanChina
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Zhao YQ, Liu YJ, Song L, Yu D, Liu K, Liu K, Gao B, Tao XY, Xiong LB, Wang FQ, Wei DZ. Unravelling and engineering an operon involved in the side-chain degradation of sterols in Mycolicibacterium neoaurum for the production of steroid synthons. BIOTECHNOLOGY FOR BIOFUELS AND BIOPRODUCTS 2023; 16:121. [PMID: 37533054 PMCID: PMC10398937 DOI: 10.1186/s13068-023-02376-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 07/25/2023] [Indexed: 08/04/2023]
Abstract
BACKGROUND Harnessing engineered Mycolicibacteria to convert cheap phytosterols into valuable steroid synthons is a basic way in the industry for the production of steroid hormones. Thus, C-19 and C-22 steroids are the two main types of commercial synthons and the products of C17 side chain degradation of phytosterols. During the conversion process of sterols, C-19 and C-22 steroids are often produced together, although one may be the main product and the other a minor byproduct. This is a major drawback of the engineered Mycolicibacteria for industrial application, which could be attributed to the co-existence of androstene-4-ene-3,17-dione (AD) and 22-hydroxy-23,24-bisnorchol-4-ene-3-one (HBC) sub-pathways in the degradation of the sterol C17 side chain. Since the key mechanism underlying the HBC sub-pathway has not yet been clarified, the above shortcoming has not been resolved so far. RESULTS The key gene involved in the putative HBC sub-pathway was excavated from the genome of M. neoaurum by comparative genomic analysis. Interestingly, an aldolase- encoding gene, atf1, was identified to be responsible for the first reaction of the HBC sub-pathway, and it exists as a conserved operon along with a DUF35-type gene chsH4, a reductase gene chsE6, and a transcriptional regulation gene kstR3 in the genome. Subsequently, atf1 and chsH4 were identified as the key genes involved in the HBC sub-pathway. Therefore, an updated strategy was proposed to develop engineered C-19 or C-22 steroid-producing strains by simultaneously modifying the AD and HBC sub-pathways. Taking the development of 4-HBC and 9-OHAD-producing strains as examples, the improved 4-HBC-producing strain achieved a 20.7 g/L production titer with a 92.5% molar yield and a 56.4% reduction in byproducts, and the improved 9-OHAD producing strain achieved a 19.87 g/L production titer with a 94.6% molar yield and a 43.7% reduction in byproduct production. CONCLUSIONS The excellent performances of these strains demonstrated that the primary operon involved in the HBC sub-pathway improves the industrial strains in the conversion of phytosterols to steroid synthons.
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Affiliation(s)
- Yun-Qiu Zhao
- State Key Laboratory of Bioreactor Engineering, Newworld Institute of Biotechnology, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China
| | - Yong-Jun Liu
- State Key Laboratory of Bioreactor Engineering, Newworld Institute of Biotechnology, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China
| | - Lu Song
- State Key Laboratory of Bioreactor Engineering, Newworld Institute of Biotechnology, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China
| | - Dingyan Yu
- State Key Laboratory of Bioreactor Engineering, Newworld Institute of Biotechnology, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China
| | - Kun Liu
- State Key Laboratory of Bioreactor Engineering, Newworld Institute of Biotechnology, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China
| | - Ke Liu
- State Key Laboratory of Bioreactor Engineering, Newworld Institute of Biotechnology, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China
| | - Bei Gao
- State Key Laboratory of Bioreactor Engineering, Newworld Institute of Biotechnology, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China
| | - Xin-Yi Tao
- State Key Laboratory of Bioreactor Engineering, Newworld Institute of Biotechnology, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China
| | - Liang-Bin Xiong
- State Key Laboratory of Bioreactor Engineering, Newworld Institute of Biotechnology, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China
- Shanghai Key Laboratory of Molecular Imaging, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
| | - Feng-Qing Wang
- State Key Laboratory of Bioreactor Engineering, Newworld Institute of Biotechnology, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China.
| | - Dong-Zhi Wei
- State Key Laboratory of Bioreactor Engineering, Newworld Institute of Biotechnology, East China University of Science and Technology, 130 Meilong Road, Shanghai, 200237, China
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Jin Y, Peng J, Tian W, Chang Z. A Keto Reductase Involved in Steroid Degradation in Mycolicibacterium neoaurum. Chem Biodivers 2023; 20:e202200800. [PMID: 36564340 DOI: 10.1002/cbdv.202200800] [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: 08/25/2022] [Revised: 12/23/2022] [Accepted: 12/23/2022] [Indexed: 12/25/2022]
Abstract
Phytosterols can be used by microorganisms as carbon and energy sources and completely degraded into CO2 and H2 O. The catabolic pathway of phytosterols was well characterized in many microorganisms. Blocking the steroid core ring degradation by deletions of fadE30 and fadD3 genes, two important steroid intermediates, 3aα-H-4α-(3'-Propionic acid)-5α-hydroxy-7aβ-methylhexahydro-1-indanone-δ-lactone (sitolactone, or HIL) and 3aα-H-4α-(3'-propionic acid)-7aβ-methylhexahydro-1,5-indanedione (HIP) can be accumulated. They are currently used to synthesize nor-steroid drugs with an α-methyl group or without the methyl group at the C10 -position, such as estrone and norethindrone. In this study, a key gene involved in the bioconversion of HIP to HIL was identified in Mycolicibacterium neoaurum. Through heterologous expression, gene hipR was found to be involved in the reduction of the C5 keto group of HIP to a hydroxy group, leading to spontaneously lactonization into HIL in vitro. Through gene complementation and knockout, HipR functions were verified and two HIP degradation pathways in vivo were elucidated. The finding of this research facilitated the understanding of the metabolic pathway of sterols, and was directly applied to engineering robust production strains by overexpression or knockout of related genes.
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Affiliation(s)
- Ying Jin
- School of Life Science and Biopharmaceuticals, Shenyang Pharmaceutical University, 103 Wenhua Road, Shenhe District, Shenyang, 110016, P. R. China
- Shenyang Botai Pharmaceutical Ltd., 7 Xihe Shibei Street, Tiexi District, Shenyang, 110000, P. R. China
| | - Jinjin Peng
- School of Life Science and Biopharmaceuticals, Shenyang Pharmaceutical University, 103 Wenhua Road, Shenhe District, Shenyang, 110016, P. R. China
| | - Wei Tian
- School of Life Science and Biopharmaceuticals, Shenyang Pharmaceutical University, 103 Wenhua Road, Shenhe District, Shenyang, 110016, P. R. China
| | - Zunxue Chang
- School of Life Science and Biopharmaceuticals, Shenyang Pharmaceutical University, 103 Wenhua Road, Shenhe District, Shenyang, 110016, P. R. China
- Shenyang Botai Pharmaceutical Ltd., 7 Xihe Shibei Street, Tiexi District, Shenyang, 110000, P. R. China
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The unusual convergence of steroid catabolic pathways in Mycobacterium abscessus. Proc Natl Acad Sci U S A 2022; 119:e2207505119. [PMID: 36161908 DOI: 10.1073/pnas.2207505119] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Mycobacterium abscessus, an opportunistic pathogen responsible for pulmonary infections, contains genes predicted to encode two steroid catabolic pathways: a cholesterol catabolic pathway similar to that of Mycobacterium tuberculosis and a 4-androstenedione (4-AD) catabolic pathway. Consistent with this prediction, M. abscessus grew on both steroids. In contrast to M. tuberculosis, Rhodococcus jostii RHA1, and other Actinobacteria, the cholesterol and 4-AD catabolic gene clusters of the M. abscessus complex lack genes encoding HsaD, the meta-cleavage product (MCP) hydrolase. However, M. abscessus ATCC 19977 harbors two hsaD homologs elsewhere in its genome. Only one of the encoded enzymes detectably transformed steroid metabolites. Among tested substrates, HsaDMab and HsaDMtb of M. tuberculosis had highest substrate specificities for MCPs with partially degraded side chains thioesterified with coenzyme A (kcat/KM = 1.9 × 104 and 5.7 × 103 mM-1s-1, respectively). Consistent with a dual role in cholesterol and 4-AD catabolism, HsaDMab also transformed nonthioesterified substrates efficiently, and a ΔhsaD mutant of M. abscessus grew on neither steroid. Interestingly, both steroids prevented growth of the mutant on acetate. The ΔhsaD mutant of M. abscessus excreted cholesterol metabolites with a fully degraded side chain, while the corresponding RHA1 mutant excreted metabolites with partially degraded side chains. Finally, the ΔhsaD mutant was not viable in macrophages. Overall, our data establish that the cholesterol and 4-AD catabolic pathways of M. abscessus are unique in that they converge upstream of where this occurs in characterized steroid-catabolizing bacteria. The data further indicate that cholesterol is a substrate for intracellular bacteria and that cholesterol-dependent toxicity is not strictly dependent on coenzyme A sequestration.
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Wang XX, Ke X, Liu ZQ, Zheng YG. Rational development of mycobacteria cell factory for advancing the steroid biomanufacturing. World J Microbiol Biotechnol 2022; 38:191. [PMID: 35974205 PMCID: PMC9381402 DOI: 10.1007/s11274-022-03369-3] [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: 06/23/2022] [Accepted: 07/28/2022] [Indexed: 12/05/2022]
Abstract
Steroidal resource occupies a vital proportion in the pharmaceutical industry attributing to their important therapeutic effects on fertility, anti-inflammatory and antiviral activities. Currently, microbial transformation from phytosterol has become the dominant strategy of steroidal drug intermediate synthesis that bypasses the traditional chemical route. Mycobacterium sp. serve as the main industrial microbial strains that are capable of introducing selective functional modifications of steroidal intermediate, which has become an indispensable platform for steroid biomanufacturing. By reviewing the progress in past two decades, the present paper concentrates mainly on the microbial rational modification aspects that include metabolic pathway editing, key enzymes engineering, material transport pathway reinforcement, toxic metabolic intermediates removal and byproduct reconciliation. In addition, progress on omics analysis and direct genetic manipulation are summarized and classified that may help reform the industrial hosts with more efficiency. The paper provides an insightful present for steroid biomanufacturing especially on the current trends and prospects of mycobacteria.
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Affiliation(s)
- Xin-Xin Wang
- National and Local Joint Engineering Research Center for Biomanufacturing of Choral Chemicals, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China.,Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China
| | - Xia Ke
- National and Local Joint Engineering Research Center for Biomanufacturing of Choral Chemicals, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China.,Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China
| | - Zhi-Qiang Liu
- National and Local Joint Engineering Research Center for Biomanufacturing of Choral Chemicals, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China. .,Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China.
| | - Yu-Guo Zheng
- National and Local Joint Engineering Research Center for Biomanufacturing of Choral Chemicals, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China.,Key Laboratory of Bioorganic Synthesis of Zhejiang Province, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou, 310014, People's Republic of China
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Ye X, Peng T, Li Y, Huang T, Wang H, Hu Z. Identification of an important function of CYP123: Role in the monooxygenase activity in a novel estradiol degradation pathway in bacteria. J Steroid Biochem Mol Biol 2022; 215:106025. [PMID: 34775032 DOI: 10.1016/j.jsbmb.2021.106025] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 09/27/2021] [Accepted: 11/09/2021] [Indexed: 11/15/2022]
Abstract
Nowadays, 17β-estradiol (E2) biodegradation pathway has still not been identified in bacteria. To bridge this gap, we have described a novel E2 degradation pathway in Rhodococcus sp. P14 in this study, which showed that estradiol could be first transferred to estrone (E1) and thereby further converted into 16-hydroxyestrone, and then transformed into opened estrogen D ring. In order to identify the genes, which may be responsible for the pathway, transcriptome analysis was performed during E2 degradation in strain P14. The results showed that the expression of a short-chain dehydrogenase (SDR) gene and a CYP123 gene in the same gene cluster could be induced significantly by E2. Based on gene analysis, this gene cluster was found to play an important role in transforming E2 to 16-hydroxyestrone. The function of CYP123 was unknown before this study, and was found to harbor the activity of 16-estrone hydratase. Moreover, the global response to E2 in strain P14 was also analyzed by transcriptome analysis. It was observed that various genes involved in the metabolism processes, like the TCA cycle, lipid and amino acid metabolism, as well as glycolysis showed a significant increase in mRNA levels in response to strain P14 that can use E2 as the single carbon source. Overall, this study provides us an in depth understanding of the E2 degradation mechanisms in bacteria and also sheds light about the ability of strain P14 to effectively use E2 as the major carbon source for promoting its growth.
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Affiliation(s)
- Xueying Ye
- Department of Biology, Shantou University, Shantou, Guangdong 515063, China
| | - Tao Peng
- Department of Biology, Shantou University, Shantou, Guangdong 515063, China.
| | - Yuan Li
- Department of Biology, Shantou University, Shantou, Guangdong 515063, China
| | - Tongwang Huang
- Department of Biology, Shantou University, Shantou, Guangdong 515063, China
| | - Hui Wang
- Department of Biology, Shantou University, Shantou, Guangdong 515063, China
| | - Zhong Hu
- Department of Biology, Shantou University, Shantou, Guangdong 515063, China; Institute of Marine Sciences, Shantou University, Shantou 515063, China; Guangdong Provincial Key Laboratory of Marine Biotechnology, Shantou University, Shantou 515063, China.
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Mycolicibacterium cell factory for the production of steroid-based drug intermediates. Biotechnol Adv 2021; 53:107860. [PMID: 34710554 DOI: 10.1016/j.biotechadv.2021.107860] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 10/19/2021] [Accepted: 10/19/2021] [Indexed: 12/30/2022]
Abstract
Steroid-based drugs have been developed as the second largest medical category in pharmaceutics. The well-established route of steroid industry includes two steps: the conversion of natural products with a steroid framework to steroid-based drug intermediates and the synthesis of varied steroid-based drugs from steroid-based drug intermediates. The biosynthesis of steroid-based drug intermediates from phytosterols by Mycolicibacterium cell factories bypasses the potential undersupply of diosgenin in the traditional steroid chemical industry. Moreover, the biosynthesis route shows advantages on multiple steroid-based drug intermediate products, more ecofriendly processes, and consecutive reactions carried out in one operation step and in one pot. Androsta-4-ene-3,17-dione (AD), androsta-1,4-diene-3,17-dione (ADD) and 9-hydroxyandrostra-4-ene-3,17-dione (9-OH-AD) are the representative steroid-based drug intermediates synthesized by mycolicibacteria. Other steroid metabolites of mycolicibacteria, like 4-androstene-17β-ol-3-one (TS), 22-hydroxy-23,24-bisnorchol-4-ene-3-one (4-HBC), 22-hydroxy-23,24-bisnorchol-1,4-diene-3-one (1,4-HBC), 9,22-dihydroxy-23,24-bisnorchol-4-ene-3-one (9-OH-HBC), 3aα-H-4α-(3'-propionic acid)-7aβ-methylhexahydro-1,5-indanedione (HIP) and 3aα-H-4α-(3'-propionic acid)-5α-hydroxy-7aβ-methylhexahydro-1-indanone-δ-lactone (HIL), also show values as steroid-based drug intermediates. To improve the bio-production efficiency of the steroid-based drug intermediates, mycolicibacterial strains and biotransformation processes have been continuously studied in the past decades. Many mycolicibacteria that accumulate steroid drug intermediates have been isolated, and subsequently optimized by conventional mutagenesis and genetic engineering. Especially, with the clarification of the mycolicibacterial steroid metabolic pathway and the developments on gene editing technologies, rational design is becoming an important measure for the construction and optimization of engineered mycolicibacteria strains that produce steroid-based drug intermediates. Hence, by reviewing researches in the past two decades, this article updates the overall process of steroid metabolism in mycolicibacteria and provides comprehensive schemes for the rational construction of mycolicibacterial strains that accumulate steroid-based drug intermediates. In addition, the special strategies for the bioconversion of highly hydrophobic steroid in aqueous media are discussed as well.
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Liu K, Gao Y, Li ZH, Liu M, Wang FQ, Wei DZ. CRISPR-Cas12a assisted precise genome editing of Mycolicibacterium neoaurum. N Biotechnol 2021; 66:61-69. [PMID: 34653700 DOI: 10.1016/j.nbt.2021.10.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Revised: 10/09/2021] [Accepted: 10/10/2021] [Indexed: 12/27/2022]
Abstract
Efficient and convenient genetic manipulation of mycobacteria, important microorganisms in human healthcare and the pharmaceutical industry, is limited. In this study, using a model strain Mycolicibacterium neoaurum ATCC 25795, the classical bacterium for the production of valuable steroidal pharmaceuticals, a genome editing system employing CRISPR-Cas12a to achieve efficient and precise genetic manipulation has been developed. Targeted genome mutations could be easily achieved by the CRISPR-Cas12a system without exogenous donor templates, assisted by innate non-homologous end-joining (NHEJ). CRISPR-Cas12a enabled rapid one-step genomic DNA fragment deletions of 1 kb, 5 kb, 10 kb, 15 kb, 20 kb and 24 kb with efficiencies of 70 %, 30 %, 30 %, 20 %, 20 % and 10 %, respectively. Combined with the pNIL/pGOAL system, CRISPR-Cas12a successfully integrated the gene of interest into the targeted genomic site by single crossover and double crossovers with efficiencies of 100 % and 9 %, respectively, using a two-plasmid system. The robust CRISPR systems developed demonstrated strong potential for precise genome editing in M. neoaurum, including targeted deletion of DNA sequences of various lengths and integration of targeted genes into desired sites in the genome.
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Affiliation(s)
- Ke Liu
- State Key Laboratory of Bioreactor Engineering, Newworld Institute of Biotechnology, East China University of Science and Technology, Shanghai, 200237, China.
| | - Yang Gao
- State Key Laboratory of Bioreactor Engineering, Newworld Institute of Biotechnology, East China University of Science and Technology, Shanghai, 200237, China.
| | - Zhen-Hai Li
- State Key Laboratory of Bioreactor Engineering, Newworld Institute of Biotechnology, East China University of Science and Technology, Shanghai, 200237, China.
| | - Min Liu
- State Key Laboratory of Bioreactor Engineering, Newworld Institute of Biotechnology, East China University of Science and Technology, Shanghai, 200237, China.
| | - Feng-Qing Wang
- State Key Laboratory of Bioreactor Engineering, Newworld Institute of Biotechnology, East China University of Science and Technology, Shanghai, 200237, China.
| | - Dong-Zhi Wei
- State Key Laboratory of Bioreactor Engineering, Newworld Institute of Biotechnology, East China University of Science and Technology, Shanghai, 200237, China.
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10
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Further Studies on the 3-Ketosteroid 9α-Hydroxylase of Rhodococcus ruber Chol-4, a Rieske Oxygenase of the Steroid Degradation Pathway. Microorganisms 2021; 9:microorganisms9061171. [PMID: 34072338 PMCID: PMC8228715 DOI: 10.3390/microorganisms9061171] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Revised: 05/26/2021] [Accepted: 05/27/2021] [Indexed: 01/01/2023] Open
Abstract
The biochemistry and genetics of the bacterial steroid catabolism have been extensively studied during the last years and their findings have been essential to the development of biotechnological applications. For instance, metabolic engineering of the steroid-eater strains has allowed to obtain intermediaries of industrial value. However, there are still some drawbacks that must be overcome, such as the redundancy of the steroid catabolism genes in the genome and a better knowledge of its genetic regulation. KshABs and KstDs are key enzymes involved in the aerobic breakage of the steroid nucleus. Rhodococcus ruber Chol-4 contains three kshAs genes, a single kshB gene and three kstDs genes within its genome. In the present work, the growth of R. ruber ΔkshA strains was evaluated on different steroids substrates; the promoter regions of these genes were analyzed; and their expression was followed by qRT-PCR in both wild type and ksh mutants. Additionally, the transcription level of the kstDs genes was studied in the ksh mutants. The results show that KshA2B and KshA1B are involved in AD metabolism, while KshA3B and KshA1B contribute to the cholesterol metabolism in R. ruber. In the kshA single mutants, expression of the remaining kshA and kstD genes is re-organized to survive on the steroid substrate. These data give insight into the fine regulation of steroid genes when several isoforms are present.
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11
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Luo JM, Cui HL, Jia HC, Li F, Cheng HJ, Shen YB, Wang M. Identification, Biological Characteristics, and Active Site Residues of 3-Ketosteroid Δ 1-Dehydrogenase Homologues from Arthrobacter simplex. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2020; 68:9496-9512. [PMID: 32786835 DOI: 10.1021/acs.jafc.0c03360] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
3-Ketosteroid Δ1-dehydrogenase (KsdD) is the key enzyme responsible for Δ1-dehydrogenation, which is one of the most valuable reactions for steroid catabolism. Arthrobacter simplex has been widely used in the industry due to its superior bioconversion efficiency, but KsdD information is not yet fully clear. Here, five KsdD homologues were identified in A. simplex CGMCC 14539. Bioinformatic analysis indicated their distinct properties and structures. Each KsdD was functionally confirmed by transcriptional response, overexpression, and heterologous expression. The substantial difference in substrate profiles might be related to the enzyme loop structure. Two promising enzymes (KsdD3 and KsdD5) were purified and characterized, exhibiting strong organic solvent tolerance and clear preference for 4-ene-3-oxosteroids. KsdD5 seemed to be more versatile due to good activity on substrates with or without a substituent at C11 and high optimal temperature and also possessed unique residues. It is the first time that KsdDs have been comprehensively disclosed in the A. simplex industrial strain.
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Affiliation(s)
- Jian-Mei Luo
- Key Laboratory of Industrial Fermentation Microbiology (Tianjin University of Science & Technology), Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, Tianjin Engineering Research Center of Microbial Metabolism and Fermentation Process Control, College of Biotechnology, Tianjin University of Science and Technology, 89 P.O. Box, No. 29, Street No. 13, Tianjin Economic-Technological Development Area (TEDA), Tianjin 30057, P. R. China
- Ministry of Education Key Laboratory of Molecular Microbiology and Technology, Nankai University, Tianjin 300071, P. R. China
| | - Hui-Lin Cui
- Key Laboratory of Industrial Fermentation Microbiology (Tianjin University of Science & Technology), Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, Tianjin Engineering Research Center of Microbial Metabolism and Fermentation Process Control, College of Biotechnology, Tianjin University of Science and Technology, 89 P.O. Box, No. 29, Street No. 13, Tianjin Economic-Technological Development Area (TEDA), Tianjin 30057, P. R. China
| | - Hong-Chen Jia
- Key Laboratory of Industrial Fermentation Microbiology (Tianjin University of Science & Technology), Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, Tianjin Engineering Research Center of Microbial Metabolism and Fermentation Process Control, College of Biotechnology, Tianjin University of Science and Technology, 89 P.O. Box, No. 29, Street No. 13, Tianjin Economic-Technological Development Area (TEDA), Tianjin 30057, P. R. China
| | - Fang Li
- Key Laboratory of Industrial Fermentation Microbiology (Tianjin University of Science & Technology), Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, Tianjin Engineering Research Center of Microbial Metabolism and Fermentation Process Control, College of Biotechnology, Tianjin University of Science and Technology, 89 P.O. Box, No. 29, Street No. 13, Tianjin Economic-Technological Development Area (TEDA), Tianjin 30057, P. R. China
| | - Hong-Jin Cheng
- Key Laboratory of Industrial Fermentation Microbiology (Tianjin University of Science & Technology), Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, Tianjin Engineering Research Center of Microbial Metabolism and Fermentation Process Control, College of Biotechnology, Tianjin University of Science and Technology, 89 P.O. Box, No. 29, Street No. 13, Tianjin Economic-Technological Development Area (TEDA), Tianjin 30057, P. R. China
| | - Yan-Bing Shen
- Key Laboratory of Industrial Fermentation Microbiology (Tianjin University of Science & Technology), Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, Tianjin Engineering Research Center of Microbial Metabolism and Fermentation Process Control, College of Biotechnology, Tianjin University of Science and Technology, 89 P.O. Box, No. 29, Street No. 13, Tianjin Economic-Technological Development Area (TEDA), Tianjin 30057, P. R. China
| | - Min Wang
- Key Laboratory of Industrial Fermentation Microbiology (Tianjin University of Science & Technology), Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, Tianjin Engineering Research Center of Microbial Metabolism and Fermentation Process Control, College of Biotechnology, Tianjin University of Science and Technology, 89 P.O. Box, No. 29, Street No. 13, Tianjin Economic-Technological Development Area (TEDA), Tianjin 30057, P. R. China
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12
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Kreit J. Aerobic catabolism of sterols by microorganisms: key enzymes that open the 3-ketosteroid nucleus. FEMS Microbiol Lett 2020; 366:5544764. [PMID: 31390014 DOI: 10.1093/femsle/fnz173] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Accepted: 08/06/2019] [Indexed: 01/15/2023] Open
Abstract
Aerobic degradation of the sterol tetracyclic nucleus by microorganisms comprises the catabolism of A/B-rings, followed by that of C/D-rings. B-ring rupture at the C9,10-position is a key step involving 3-ketosteroid Δ1-dehydrogenase (KstD) and 3-ketosteroid 9α-hydroxylase (KstH). Their activities lead to the aromatization of C4,5-en-containing A-ring causing the rupture of B-ring. C4,5α-hydrogenated 3-ketosteroid could be produced by the growing microorganism containing a 5α-reductase. In this case, the microorganism synthesizes, in addition to KstD and KstH, a 3-ketosteroid Δ4-(5α)-dehydrogenase (Kst4D) in order to produce the A-ring aromatization, and consequently B-ring rupture. KstD and Kst4D are FAD-dependent oxidoreductases. KstH is composed of a reductase and a monooxygenase. This last component is the catalytic unit; it contains a Rieske-[2Fe-2S] center with a non-haem mononuclear iron in the active site. Published data regarding these enzymes are reviewed.
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Affiliation(s)
- Joseph Kreit
- Mohammed V University, Laboratory of Biology of Human Pathologies, Department of Biology, Faculty of Sciences, Ibn-Batouta Avenue, P.O. Box 1014, Rabat, Morocco
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13
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Si D, Xiong Y, Yang Z, Zhang J, Ma L, Li J, Wang Y. Whole genome sequencing analysis of a dexamethasone-degrading Burkholderia strain CQ001. Medicine (Baltimore) 2019; 98:e16749. [PMID: 31415371 PMCID: PMC6831421 DOI: 10.1097/md.0000000000016749] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
This study is to analyze the functional genes and metabolic pathways of dexamethasone degradation in Burkholderia through genome sequencing.A new Burkholderia sp. CQQ001 (B. CQ001) with dexamethasone degrading activity was isolated from the hospital wastewater and sequenced using Illumina Hiseq4000 combined with the third-generation sequencing technology. The genomes were assembled, annotated, and genomically mapped. Compared with six Burkholderia strains with typical features and four Burkholderia strains with special metabolic ability, the functional genes and metabolic pathways of dexamethasone degradation were analyzed and confirmed by RT-qPCR.Genome of B. CQ001 was 7,660,596 bp long with 6 ring chromosomes. The genes related to material metabolism accounted for 80.15%. These metabolism related genes could participate in 117 metabolic pathways and cover various microbial metabolic pathways in different environments and decomposition pathways of secondary metabolites, especially the degradation of aromatic compounds. The steroidal metabolic pathway containing 1 ABC transporter and 9 key metabolic enzymes related genes were scattered in the genome. Among them, the ABC transporter, KshA, and KshB increased significantly under the culture conditions of dexamethasone sodium phosphate as carbon source.B. CQ001 is a bacterium with strong metabolic function and rich metabolic pathways. It has the potential to degrade aromatics and other exogenous chemicals and contains genes for steroid metabolism. Our study enriches the genetic information of Burkholderia and provides information for the application of Burkholderia in bioremediation and steroid medicine production.
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Affiliation(s)
- Dan Si
- The Third People's Hospital of Suining, Suining,
| | - Yuxia Xiong
- Department of Pathogenic Biology, Basic Medical College, Chongqing Medical University,
| | - Zhibang Yang
- Department of Pathogenic Biology, Basic Medical College, Chongqing Medical University,
| | - Jin Zhang
- Department of Pathogenic Biology, Basic Medical College, Chongqing Medical University,
| | - Lianju Ma
- Pharmaceutical Experimental Teaching Center, Chongqing Medical University,
| | - Jinyang Li
- Class of 2016, Clinical Medicine, Chongqing Medical University,
| | - Yi Wang
- Department of Immunology, Basic Medical College, Chongqing Medical University, Chongqing, PR China
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14
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Biochemical characterization of acyl-coenzyme A synthetases involved in mycobacterial steroid side-chain catabolism and molecular design: synthesis of an anti-mycobacterial agent. 3 Biotech 2019; 9:169. [PMID: 30997306 DOI: 10.1007/s13205-019-1703-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Accepted: 04/03/2019] [Indexed: 01/26/2023] Open
Abstract
The metabolism of host cholesterol by Mycobacterium tuberculosis is an important factor for both its virulence and pathogenesis. However, the rationale for this cholesterol metabolism has not been fully understood yet. In the present study, we characterized several previously undescribed acyl-CoA synthetases that are involved in the steroid side-chain degradation in Mycobacterium smegmatis, and an analogue of intermediate from steroid degradation, 5'-O-(lithocholoyl sulfamoyl) adenosine (LCA-AMS), was successfully designed and synthesized to be used as a specific anti-mycobacterial agent. The acyl-CoA synthetases exhibited strong preferences for the length of side chain. FadD19 homologs, including FadD19 (MSMEG_5914), FadD19-2 (MSMEG_2241), and FadD19-4 (MSMEG_3687), are unanimously favorable cholesterol with a C8 alkanoate side chain. FadD17 (MSMEG_5908) and FadD1 (MSMEG_4952) showed high preferences for steroids, containing a C5 alkanoate side chain. FadD8 (MSMEG_1098) exhibited specific activity toward cholestenoate with a C8 alkanoate side chain. An acylsulfamoyl analogue of lithocholate, 5'-O-(lithocholoyl sulfamoyl) adenosine (LCA-AMS), was designed and synthesized. As expected, the intermediate analogue not only specifically inhibited those steroid-activated acyl-CoA synthetases, but also selectively inhibited the growth of mycobacterial species, including M. tuberculosis, M. smegmatis, and Mycobacterium neoaurum. Overall, our research advanced our understanding of mycobacterial steroid degradation and provided new insights to develop novel mechanism-based anti-mycobacterial agents.
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Fernández-Cabezón L, Galán B, García JL. New Insights on Steroid Biotechnology. Front Microbiol 2018; 9:958. [PMID: 29867863 PMCID: PMC5962712 DOI: 10.3389/fmicb.2018.00958] [Citation(s) in RCA: 102] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2017] [Accepted: 04/24/2018] [Indexed: 01/10/2023] Open
Abstract
Nowadays steroid manufacturing occupies a prominent place in the pharmaceutical industry with an annual global market over $10 billion. The synthesis of steroidal active pharmaceutical ingredients (APIs) such as sex hormones (estrogens, androgens, and progestogens) and corticosteroids is currently performed by a combination of microbiological and chemical processes. Several mycobacterial strains capable of naturally metabolizing sterols (e.g., cholesterol, phytosterols) are used as biocatalysts to transform phytosterols into steroidal intermediates (synthons), which are subsequently used as key precursors to produce steroidal APIs in chemical processes. These synthons can also be modified by other microbial strains capable of introducing regio- and/or stereospecific modifications (functionalization) into steroidal molecules. Most of the industrial microbial strains currently available have been improved through traditional technologies based on physicochemical mutagenesis and selection processes. Surprisingly, Synthetic Biology and Systems Biology approaches have hardly been applied for this purpose. This review attempts to highlight the most relevant research on Steroid Biotechnology carried out in last decades, focusing specially on those works based on recombinant DNA technologies, as well as outlining trends and future perspectives. In addition, the need to construct new microbial cell factories (MCF) to design more robust and bio-sustainable bioprocesses with the ultimate aim of producing steroids à la carte is discussed.
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Affiliation(s)
- Lorena Fernández-Cabezón
- Department of Environmental Biology, Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas, Madrid, Spain.,Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Lyngby, Denmark
| | - Beatriz Galán
- Department of Environmental Biology, Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas, Madrid, Spain
| | - José L García
- Department of Environmental Biology, Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas, Madrid, Spain
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16
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Fernández-Cabezón L, Galán B, García JL. Unravelling a new catabolic pathway of C-19 steroids in Mycobacterium smegmatis. Environ Microbiol 2018; 20:1815-1827. [PMID: 29611894 DOI: 10.1111/1462-2920.14114] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2018] [Accepted: 03/22/2018] [Indexed: 11/27/2022]
Abstract
In this work, we have characterized the C-19+ gene cluster (MSMEG_2851 to MSMEG_2901) of Mycobacterium smegmatis. By in silico analysis, we have identified the genes encoding enzymes involved in the modification of the A/B steroid rings during the catabolism of C-19 steroids in certain M. smegmatis mutants mapped in the PadR-like regulator (MSMEG_2868), that constitutively express the C-19+ gene cluster. By using gene complementation assays, resting-cell biotransformations and deletion mutants, we have characterized the most critical genes of the cluster, that is, kstD2, kstD3, kshA2, kshB2, hsaA2, hsaC2 and hsaD2. These results have allowed us to propose a new catabolic route named C-19+ pathway for the mineralization of C-19 steroids in M. smegmatis. Our data suggest that the deletion of the C-19+ gene cluster may be useful to engineer more robust and efficient M. smegmatis strains to produce C-19 steroids from sterols. Moreover, the new KshA2, KshB2, KstD2 and KstD3 isoenzymes may be useful to design new microbial cell factories for the 9α-hydroxylation and/or Δ1-dehydrogenation of 3-ketosteroids.
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Affiliation(s)
- Lorena Fernández-Cabezón
- Department of Environmental Biology, Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas, Ramiro de Maeztu 9, Madrid 28040, Spain
| | - Beatriz Galán
- Department of Environmental Biology, Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas, Ramiro de Maeztu 9, Madrid 28040, Spain
| | - José L García
- Department of Environmental Biology, Centro de Investigaciones Biológicas, Consejo Superior de Investigaciones Científicas, Ramiro de Maeztu 9, Madrid 28040, Spain
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