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1.
Sensors (Basel) ; 22(11)2022 May 31.
Article in English | MEDLINE | ID: mdl-35684808

ABSTRACT

Product defect inspections are extremely important for industrial manufacturing processes. It is necessary to develop a special inspection system for each industrial product due to their complexity and diversity. Even though high-precision 3D cameras are usually used to acquire data to inspect 3D objects, it is hard to use them in real-time defect inspection systems due to their high price and long processing time. To address these problems, we propose a product inspection system that uses five 2D cameras to capture all inspection parts of the product and a deep learning-based 2D convolutional neural network (CNN) with spatial and channel attention (SCA) mechanisms to efficiently inspect 3D ball joint socket products. Channel attention (CA) in our model detects the most relevant feature maps while spatial attention (SA) finds the most important regions in the extracted feature map of the target. To build the final SCA feature vector, we concatenated the learned feature vectors of CA and SA because they complement each other. Thus, our proposed CNN with SCA provides high inspection accuracy as well as it having the potential to detect small defects of the product. Our proposed model achieved 98% classification accuracy in the experiments and proved its efficiency on product inspection in real-time.


Subject(s)
Joints , Neural Networks, Computer , Attention , Commerce , Computer Systems
2.
J Ind Microbiol Biotechnol ; 48(3-4)2021 Jun 04.
Article in English | MEDLINE | ID: mdl-33928363

ABSTRACT

Streptomyces species are soil-dwelling bacteria that produce vast numbers of pharmaceutically valuable secondary metabolites (SMs), such as antibiotics, immunosuppressants, antiviral, and anticancer drugs. On the other hand, the biosynthesis of most SMs remains very low due to tightly controlled regulatory networks. Both global and pathway-specific regulators are involved in the regulation of a specific SM biosynthesis in various Streptomyces species. Over the past few decades, many of these regulators have been identified and new ones are still being discovered. Among them, a global regulator of SM biosynthesis named WblA was identified in several Streptomyces species. The identification and understanding of the WblAs have greatly contributed to increasing the productivity of several Streptomyces SMs. This review summarizes the characteristics and applications on WblAs reported to date, which were found in various Streptomyces species and other actinobacteria.


Subject(s)
Anti-Bacterial Agents/biosynthesis , Bacterial Proteins/metabolism , Streptomyces/metabolism , Bacterial Proteins/genetics , Gene Expression Regulation, Bacterial , Streptomyces/genetics
3.
J Ind Microbiol Biotechnol ; 48(9-10)2021 Dec 23.
Article in English | MEDLINE | ID: mdl-34227672

ABSTRACT

Shikimate is a key intermediate in high demand for synthesizing valuable antiviral drugs, such as the anti-influenza drug and oseltamivir (Tamiflu®). Microbial-based shikimate production strategies have been developed to overcome the unstable and expensive supply of shikimate derived from traditional plant extraction processes. Although shikimate biosynthesis has been reported in several engineered bacterial species, the shikimate production yield is still unsatisfactory. This study designed an Escherichia coli cell factory and optimized the fed-batch culture process to achieve a high titer of shikimate production. Using the previously constructed dehydroshikimate (DHS)-overproducing E. coli strain, two genes (aroK and aroL) responsible for converting shikimate to the next step were disrupted to facilitate shikimate accumulation. The genes with negative effects on shikimate biosynthesis, including tyrR, ptsG, and pykA, were disrupted. In contrast, several shikimate biosynthetic pathway genes, including aroB, aroD, aroF, aroG, and aroE, were overexpressed to maximize the glucose uptake and intermediate flux. The shiA involved in shikimate transport was disrupted, and the tktA involved in the accumulation of both PEP and E4P was overexpressed. The rationally designed shikimate-overproducing E. coli strain grown in an optimized medium produced approximately 101 g/l of shikimate in 7-l fed-batch fermentation, which is the highest level of shikimate production reported thus far. Overall, rational cell factory design and culture process optimization for microbial-based shikimate production will play a key role in complementing traditional plant-derived shikimate production processes.


Subject(s)
Artificial Cells , Escherichia coli , Biosynthetic Pathways , Escherichia coli/genetics , Metabolic Engineering , Shikimic Acid
4.
Int J Legal Med ; 133(6): 1711-1719, 2019 Nov.
Article in English | MEDLINE | ID: mdl-31388795

ABSTRACT

Inference of ancestry from biological evidence can provide investigative information, especially for unknown DNA donors. Although tools for predicting ancestry have been developing, ancestry research focusing on populations relevant for South Korea is not common and markers are seldom chosen specifically to differentiate Koreans from other East Asian and South East Asian populations. Here, we report ancestry informative markers (AIMs) for distinguishing six East/South East Asian regional populations: China, Japan, Indonesia, Philippines, South Korea and Thailand. Individual genotypes from these six populations were available in PanSNPdb: The HUGO Pan-Asian SNP Database. To select AIMs, we calculated four population divergence metrics for each SNP: Nei's FST, Rosenberg's Informativeness (In), the average absolute allele frequency difference between populations (δFmean) and the maximum allele frequency difference between populations (δFmax). Based on these values, we selected 100 single nucleotide polymorphisms (SNPs) for distinguishing the six populations, 13 of which exhibited large allele frequency differences between Koreans and non-Koreans. To assess the performance of the AIMs, we performed principal coordinates analysis (PCoA) on the individuals from all six populations and inferred ancestral population clusters using the STRUCTURE program. In conclusion, we found that the selected AIMs can be applied to distinguish the six East/South East Asian groups and we suggest the markers in this study will be helpful to establish ancestry panels for Korea and neighbouring populations.


Subject(s)
Asian People/genetics , Genetic Markers , Genetics, Population , Polymorphism, Single Nucleotide , Asia , DNA Fingerprinting , Databases, Genetic , Gene Frequency , Genotype , Humans , Principal Component Analysis
5.
J Ind Microbiol Biotechnol ; 46(3-4): 313-317, 2019 Mar.
Article in English | MEDLINE | ID: mdl-30474768

ABSTRACT

Discovery and development of natural products (NPs) have played important roles in the fields of human medicine and other biotechnology fields for the past several decades. Recent genome-mining approaches for the isolation of novel and cryptic NP biosynthetic gene clusters (BGCs) have led to the growing interest in NP research communities including Asian NP researchers from China, Japan, and Korea. Recently, a three-nation government-sponsored program named 'A3 Foresight Network on Chemical and Synthetic Biology of NPs' has been launched with a goal of establishing an Asian hub for NP research-&-personnel exchange program. This brief commentary describes introduction, main researchers, and future perspective of A3 NP network program.


Subject(s)
Biological Products/chemistry , Synthetic Biology/trends , China , Japan , Multigene Family , Republic of Korea , Streptomyces/genetics , Streptomyces/metabolism
6.
J Ind Microbiol Biotechnol ; 46(5): 649-655, 2019 May.
Article in English | MEDLINE | ID: mdl-30798437

ABSTRACT

Pseudonocardia autotrophica was previously identified to produce a toxicity-reduced and solubility-improved disaccharide-containing anti-fungal compound belonging to the tetraene-family, Nystatin-like Pseudonocardia Polyene A1 (NPP A1). Subsequently NPP B1, a novel derivative harboring a heptaene core structure, was produced by a pathway-engineered Pseudonocardia strain through inactivation of the specific enoly reductase gene domain in the NPP biosynthetic gene cluster. Although in vitro and in vivo efficacy and toxicity studies indicate that NPP B1 is a promising lead antifungal compound, further improvement is required to increase the extremely low production yield in the pathway-engineered strain. To overcome this challenge, we performed the N-methyl-N'-nitro-N-nitrosoguanidine (NTG) iterative random mutagenesis, followed by zone-of-inhibition agar plug assay. After three rounds of the mutagenesis-and-screening protocol, the production yield of NPP B1 increased to 6.25 mg/L, which is more than an eightfold increase compared to the parental strain. The qRT-PCR analysis revealed that transcripts of the NPP B1 biosynthetic genes were increased in the mutant strain. Interestingly, an endogenous 125-kb plasmid was found to be eliminated through this mutagenesis. To further improve the NPP B1 production yield, the 32-kb NPP-specific regulatory gene cluster was cloned and overexpressed in the mutant strain. The chromosomal integration of the extra copy of the six NPP-specific regulatory genes led to an additional increase of NPP B1 yield to 31.6 mg/L, which is the highest production level of NPP B1 ever achieved by P. autotrophica strains. These results suggest that a synergistic combination of both the traditional and genetic strain improvement approaches is a very efficient strategy to stimulate the production of an extremely low-level metabolite (such as NPP B1) in a pathway-engineered rare actinomycetes strain.


Subject(s)
Actinobacteria/metabolism , Nystatin/biosynthesis , Polyenes/metabolism , Actinobacteria/genetics , Actinomycetales/genetics , Antifungal Agents/chemistry , Disaccharides/metabolism , Genes, Regulator , Industrial Microbiology , Multigene Family , Mutagenesis , Plasmids/metabolism , Protein Engineering , Sugars
7.
Biochem Biophys Res Commun ; 499(2): 279-284, 2018 05 05.
Article in English | MEDLINE | ID: mdl-29571737

ABSTRACT

Cis,cis-muconic acid (CCM) is a biochemical material that can be used for the production of various plastics and polymers and is particularly gaining attention as an adipic acid precursor for the synthesis of nylon-6,6. In the current study, the production of CCM was first attempted by introducing a newly developed protocatechuate (PCA) decarboxylase from Corynebacterium glutamicum 13032 to inha103, which completed the biosynthetic pathway therein. To improve CCM productivity, a phosphoenol pyruvate (PEP)-dependent phosphotransferase system (PTS) that consumed the existing glucose was developed, in the form of a strain with a non-PTS that did not consume PEP. To improve glucose uptake, we developed P25 strain, in which iolR (a transcriptional regulator gene) was additionally deleted. Strain P28, a P25 derivative expressing PCA decarboxylase, produced 4.01 g/L of CCM, which was 14% more than that produced by the parental strain. Moreover, strains P29 and P30, with an active pentose phosphate pathway and overexpressing important genes (qsuB) in the metabolic pathway, produced 4.36 and 4.5 g/L of CCM, respectively. Particularly, the yield per glucose in strain P30 was similar to that of the fed-batch culture of Escherichia coli, which has the highest reported yield of 22% (mol/mol). These results are underpinned by the characteristics of the non-PTS with increased PEP availability and a strain with deletion of the iolR gene, which greatly increased glucose uptake.


Subject(s)
Corynebacterium glutamicum/enzymology , Phosphotransferases/metabolism , Sorbic Acid/analogs & derivatives , Bacterial Proteins/metabolism , Bioengineering , Carbon/metabolism , Gene Knockout Techniques , Glucose/metabolism , Hydroxybenzoates/metabolism , Membrane Transport Proteins/metabolism , Sorbic Acid/chemistry , Sorbic Acid/metabolism
8.
Antonie Van Leeuwenhoek ; 111(5): 641-648, 2018 May.
Article in English | MEDLINE | ID: mdl-28988281

ABSTRACT

Corynebacterium glutamicum WhcD plays an important regulatory role in cell division. Binding of WhcD to the promoter region of its target genes, such as ftsZ, was observed by electrophoretic mobility shift assays (EMSA) using purified fusion proteins; however, binding could only be observed in the presence of WhiA. Although WhcD alone did not bind to the DNA, it stimulated binding of WhiA to the promoter region of the cell division gene ftsZ. Binding of WhcD and WhiA to DNA did not occur in the presence of the oxidant diamide. Purified WhcD and WhiA physically interacted in vitro. The presence of diamide did not disrupt the WhcD-WhiA interaction but affected binding of WhiA to the promoter region of ftsZ. The GACAC motif and adjacent sequences were found to be important for binding of the WhcD-WhiA complex to the DNA. Collectively, our results suggest that WhcD enhances the WhiA DNA-binding activity by physically interacting with WhiA. In addition, loss of WhiA DNA-binding activity in the presence of an oxidant agent may suggest a role for this protein as a switch that controls cell division in cells under oxidative stress.


Subject(s)
Bacterial Proteins/metabolism , Cell Division/genetics , Corynebacterium glutamicum/cytology , Corynebacterium glutamicum/genetics , DNA-Binding Proteins/metabolism , Gene Expression Regulation, Bacterial , Bacterial Proteins/genetics , Binding Sites/genetics , Cytoskeletal Proteins/genetics , DNA-Binding Proteins/genetics , Diamide/pharmacology , Electrophoretic Mobility Shift Assay , Genes, Bacterial/genetics , Mutation , Oxidants/pharmacology , Promoter Regions, Genetic , Protein Binding/drug effects , Transcription Factors/genetics , Transcription Factors/metabolism
9.
Microb Cell Fact ; 16(1): 96, 2017 May 31.
Article in English | MEDLINE | ID: mdl-28569150

ABSTRACT

BACKGROUND: Heterologous expression of biosynthetic gene clusters of natural microbial products has become an essential strategy for titer improvement and pathway engineering of various potentially-valuable natural products. A Streptomyces artificial chromosomal conjugation vector, pSBAC, was previously successfully applied for precise cloning and tandem integration of a large polyketide tautomycetin (TMC) biosynthetic gene cluster (Nah et al. in Microb Cell Fact 14(1):1, 2015), implying that this strategy could be employed to develop a custom overexpression scheme of natural product pathway clusters present in actinomycetes. RESULTS: To validate the pSBAC system as a generally-applicable heterologous overexpression system for a large-sized polyketide biosynthetic gene cluster in Streptomyces, another model polyketide compound, the pikromycin biosynthetic gene cluster, was preciously cloned and heterologously expressed using the pSBAC system. A unique HindIII restriction site was precisely inserted at one of the border regions of the pikromycin biosynthetic gene cluster within the chromosome of Streptomyces venezuelae, followed by site-specific recombination of pSBAC into the flanking region of the pikromycin gene cluster. Unlike the previous cloning process, one HindIII site integration step was skipped through pSBAC modification. pPik001, a pSBAC containing the pikromycin biosynthetic gene cluster, was directly introduced into two heterologous hosts, Streptomyces lividans and Streptomyces coelicolor, resulting in the production of 10-deoxymethynolide, a major pikromycin derivative. When two entire pikromycin biosynthetic gene clusters were tandemly introduced into the S. lividans chromosome, overproduction of 10-deoxymethynolide and the presence of pikromycin, which was previously not detected, were both confirmed. Moreover, comparative qRT-PCR results confirmed that the transcription of pikromycin biosynthetic genes was significantly upregulated in S. lividans containing tandem clusters of pikromycin biosynthetic gene clusters. CONCLUSIONS: The 60 kb pikromycin biosynthetic gene cluster was isolated in a single integration pSBAC vector. Introduction of the pikromycin biosynthetic gene cluster into the pikromycin non-producing strains resulted in higher pikromycin production. The utility of the pSBAC system as a precise cloning tool for large-sized biosynthetic gene clusters was verified through heterologous expression of the pikromycin biosynthetic gene cluster. Moreover, this pSBAC-driven heterologous expression strategy was confirmed to be an ideal approach for production of low and inconsistent natural products such as pikromycin in S. venezuelae, implying that this strategy could be employed for development of a custom overexpression scheme of natural product biosynthetic gene clusters in actinomycetes.


Subject(s)
Chromosomes, Artificial, Bacterial/genetics , Macrolides/metabolism , Multigene Family/genetics , Streptomyces/genetics , Cloning, Molecular , Streptomyces/metabolism
10.
Appl Microbiol Biotechnol ; 101(12): 5131-5137, 2017 Jun.
Article in English | MEDLINE | ID: mdl-28488115

ABSTRACT

Polyene macrolides such as nystatin A1 and amphotericin B have been known to be potent antifungal antibiotics for several decades. Because the therapeutic application of polyenes is restricted by severe side effects such as nephrotoxicity, various chemical and biological studies to modify the polyene structure have been conducted to develop less-toxic polyene antifungals. A newly discovered nystatin-like polyene compound NPP was shown to contain an aglycone that was identical to nystatin but harbored a unique di-sugar moiety, mycosaminyl-N-acetyl-glucosamine, which led to higher solubility and reduced hemolytic toxicity. Additionally, a NPP-specific second sugar extending gene, nppY, was recently identified to be responsible for the transfer of a second sugar, N-acetyl-glucosamine, in NPP biosynthesis. In this study, we investigated biosynthesis of the glycoengineered NPP analog through genetic manipulation of the NPP A1 producer, Pseudonocardia autotrophica KCTC9441. NypY is another second sugar glycosyltransferase produced by Pseudonocardia sp. P1 that is responsible for the transfer of a mannose to the mycosaminyl sugar residue of nystatin. We blocked the transfer of a second sugar through nppY disruption, then expressed nypY in P. autotrophica △nppY mutant strain. When compared with nystain A1 and NPP A1, the newly engineered mannosylated NPP analog showed reduced in vitro antifungal activity, while exhibiting higher nephrotoxical activities against human hepatocytes. These results suggest for the first time that not only the number of sugar residues but also the type of extended second sugar moiety could affect biological activities of polyene macrolides.


Subject(s)
Actinomycetales/metabolism , Anti-Bacterial Agents/chemistry , Antifungal Agents/chemistry , Disaccharides/metabolism , Polyenes/chemistry , Amphotericin B/chemistry , Anti-Bacterial Agents/metabolism , Biosynthetic Pathways , Glycosylation , Glycosyltransferases/metabolism , Metabolic Engineering/methods , Nystatin/chemistry , Polyenes/metabolism
11.
J Ind Microbiol Biotechnol ; 44(4-5): 555-561, 2017 05.
Article in English | MEDLINE | ID: mdl-27734184

ABSTRACT

Tautomycetin (TMC) is a natural product with a linear structure that includes an ester bond connecting a dialkylmaleic moiety to a type I polyketide chain. Although TMC was originally identified as an antifungal antibiotic in the late 1980s, follow-up studies revealed its novel immunosuppressant activity. Specifically, TMC exhibited a mechanistically unique immunosuppressant activity about 100 times higher than that of cyclosporine A, a widely used immunosuppressant drug. Interestingly, a structurally close relative, tautomycin (TTM), was reported to not possess TMC-like immunosuppressant activity, suggesting that a distinctive polyketide moiety of TMC plays a critical role in immunosuppressant activity. Cloning and engineering of a TMC polyketide biosynthetic gene cluster generated several derivatives showing different biological activities. TMC was also found to be biosynthesized as a linear structure without forming a lactone ring, unlike the most polyketide-based compounds, implying the presence of a unique polyketide thioesterase in the cluster. Although TMC biosynthesis was limited due to its tight regulation by two pathway-specific regulatory genes located in the cluster, its production was significantly stimulated through homologous and heterologous expression of its entire biosynthetic gene cluster using a Streptomyces artificial chromosome vector system. In this mini-review, we summarize recent advances in the biosynthesis, regulation, and pathway engineering of a linear polyketide, TMC, in Streptomyces sp. CK4412.


Subject(s)
Gene Expression Regulation, Bacterial , Immunosuppressive Agents/chemistry , Lipids/biosynthesis , Streptomyces/chemistry , Streptomyces/genetics , Antifungal Agents/chemistry , Chromosomes, Artificial, Bacterial/genetics , Furans/chemistry , Genes, Regulator , Lipids/chemistry , Microorganisms, Genetically-Modified , Multigene Family , Polyketides/chemistry , Protein Engineering
12.
J Ind Microbiol Biotechnol ; 44(9): 1293-1299, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28555391

ABSTRACT

NPP A1 produced by Pseudonocardia autotrophica is a unique disaccharide-containing polyene macrolide. NPP A1 was reported to have higher water solubility and lower hemolytic toxicity than nystatin A1 while retaining its antifungal activity. An engineered NPP A1 analogue, NPP A2, was generated by inactivation of the nppL gene, encoding a P450 monooxygenase in P. autotrophica. The resulting compound exhibited the corresponding chemical structure of NPP A1 but lacked a C10 hydroxyl group. In this study, newly developed crystallization recovery methods for NPP A2 purification, followed by an evaluation of in vitro antifungal activity and hemolytic activity, were performed. The crystallization methods were designed to eliminate the undesired viscous impurities encountered during the NPP A2 purification process, resulting in improved purity from 5.3 to 83.5% w/w. NPP A2 isolated from the improved purification process also exhibited two times higher antifungal activity and 1.8 times higher hemolytic toxicity than those of NPP A1. These results suggest that the minor structural modification of disaccharide-containing polyene macrolides, such as removing a C10 hydroxyl group, might require an alternative recovery process, such as crystallization, to confirm its improved biological activity.


Subject(s)
Actinomycetales/metabolism , Polyenes/chemistry , Polyenes/metabolism , Actinomycetales/chemistry , Actinomycetales/genetics , Antifungal Agents/chemistry , Antifungal Agents/metabolism , Disaccharides/metabolism , Hemolysis , Macrolides/chemistry , Macrolides/metabolism , Nystatin/metabolism
13.
J Ind Microbiol Biotechnol ; 44(2): 161-166, 2017 02.
Article in English | MEDLINE | ID: mdl-27888364

ABSTRACT

The cytochrome P450 enzymes (CYPs) CYP-sb21 from Sebekia benihana and CYP-pa1 from Pseudonocardia autotrophica are able to hydroxylate the immunosuppressant cyclosporin A (CsA) in a regioselective manner, giving rise to the production of two hair-stimulating agents (with dramatically attenuated immunosuppressant activity), γ-hydroxy-N-methyl-L-Leu4-CsA (CsA-4-OH) and γ-hydroxy-N-methyl-L-Leu9-CsA (CsA-9-OH). Recently, the in vitro activity of CYP-sb21 was identified using several surrogate redox partner proteins. Herein, we reconstituted the in vitro activity of CYP-pa1 for the first time via a similar strategy. Moreover, the supporting activities of a set of ferredoxin (Fdx)/ferredoxin reductase (FdR) pairs from the cyanobacterium Synechococcus elongatus PCC 7942 were comparatively analyzed to identify the optimal redox systems for these two CsA hydroxylases. The results suggest the great value of cyanobacterial redox partner proteins for both academic research and industrial application of P450 biocatalysts.


Subject(s)
Actinomycetales/genetics , Cyclosporine/chemistry , Cytochrome P-450 Enzyme System/metabolism , Gene Expression Regulation, Bacterial , Actinomycetales/classification , Cytochrome P-450 Enzyme System/genetics , DNA, Bacterial/genetics , Immunosuppressive Agents/chemistry , Oxidation-Reduction , Sequence Analysis, DNA
14.
Sensors (Basel) ; 17(4)2017 Apr 13.
Article in English | MEDLINE | ID: mdl-28406469

ABSTRACT

In this study, we developed a pore size/pore area-controlled optical biosensor-based anodic aluminum oxide (AAO) nanostructure. As the pore size of AAO increases, the unit cell of AAO increases, which also increases the non-pore area to which the antibody binds. The increase in the number of antibodies immobilized on the surface of the AAO enables effective detection of trace amounts of antigen, because increased antigen-antibody bonding results in a larger surface refractive index change. High sensitivity was thus achieved through amplification of the interference wave of two vertically-incident reflected waves through the localized surface plasmon resonance phenomenon. The sensitivity of the fabricated sensor was evaluated by measuring the change in wavelength with the change in the refractive index of the device surface, and sensitivity was increased with increasing pore-size and non-pore area. The sensitivity of the fabricated sensor was improved and up to 11.8 ag/mL serum amyloid A1 antigen was detected. In addition, the selectivity of the fabricated sensor was confirmed through a reaction with a heterogeneous substance, C-reactive protein antigen. By using hard anodization during fabrication of the AAO, the fabrication time of the device was reduced and the AAO chip was fabricated quickly and easily.


Subject(s)
Nanostructures , Aluminum Oxide , C-Reactive Protein , Electrodes , Surface Plasmon Resonance
15.
J Ind Microbiol Biotechnol ; 43(8): 1189-93, 2016 08.
Article in English | MEDLINE | ID: mdl-27277081

ABSTRACT

Tautomycetin (TMC) is a linear polyketide metabolite produced by Streptomyces sp. CK4412 that has been reported to possess multiple biological functions including T cell-specific immunosuppressive and anticancer activities that occur through a mechanism of differential inhibition of protein phosphatases such as PP1, PP2A, and SHP2. We previously reported the characterization of the entire TMC biosynthetic gene cluster constituted by multifunctional type I polyketide synthase (PKS) assembly and suggested that the linear form of TMC could be generated via free acid chain termination by a narrow TMC thioesterase (TE) pocket. The modular nature of the assembly presents a unique opportunity to alter or interchange the native biosynthetic domains to produce targeted variants of TMC. Herein, we report swapping of the TMC TE domain sequence with the exact counterpart of the macrocyclic polyketide pikromycin (PIK) TE. PIK TE-swapped Streptomyces sp. CK4412 mutant produced not only TMC, but also a cyclized form of TMC, implying that the bioengineering based in vivo custom construct can be exploited to produce engineered macrolactones with new structural functionality.


Subject(s)
Furans/chemistry , Lipids/chemistry , Macrolides/chemistry , Streptomyces/metabolism , Biosynthetic Pathways/genetics , Cell Engineering , Furans/metabolism , Polyketide Synthases/genetics , Streptomyces/genetics , Thiolester Hydrolases/chemistry , Thiolester Hydrolases/metabolism
16.
J Ind Microbiol Biotechnol ; 43(11): 1625-1630, 2016 11.
Article in English | MEDLINE | ID: mdl-27581440

ABSTRACT

A polyene compound NPP identified in Pseudonocardia autotrophica was shown to contain an aglycone identical to nystatin, but to harbor a unique disaccharide moiety that led to higher solubility and reduced hemolytic activity. Recently, it was revealed that the final step of NPP (nystatin-like polyene) biosynthesis is C10 regio-specific hydroxylation by the cytochrome P450 hydroxylase (CYP) NppL (Kim et al. [7]). Through mutation and cross-complementation, here we found that NppL preferred a polyene substrate containing a disaccharide moiety for C10 hydroxylation, while its orthologue NysL involved in nystatin biosynthesis showed no substrate preference toward mono- and disaccharide moieties, suggesting that two homologous polyene CYPs, NppL and NysL might possess a unique domain recognizing a sugar moiety. Two hybrid NppL constructs containing the C-terminal domain of NysL exhibited no substrate preference toward 10-deoxy NPP and 10-deoxy nystatin-like NysL, implying that the C-terminal domain plays a major role in differentiating the sugar moiety responsible for substrate specificity. Further C-terminal domain dissection of NppL revealed that the last fifty amino acids play a critical role in determining substrate specificity of polyene-specific hydroxylation, setting the stage for the biotechnological application of hydroxyl diversification for novel polyene biosynthesis in actinomycetes.


Subject(s)
Actinomycetales/enzymology , Bacterial Proteins/metabolism , Cytochrome P-450 Enzyme System/metabolism , Polyenes/metabolism , Actinomycetales/genetics , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Cytochrome P-450 Enzyme System/chemistry , Cytochrome P-450 Enzyme System/genetics , Disaccharides/chemistry , Hydroxylation , Nystatin/biosynthesis , Polyenes/chemistry , Protein Domains , Substrate Specificity
17.
Appl Environ Microbiol ; 81(18): 6268-75, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26150455

ABSTRACT

The cytochrome P450 enzyme CYP-sb21 from Sebekia benihana is capable of catalyzing the site-specific hydroxylation of the immunosuppressant cyclosporine (CsA), leading to the single product γ-hydroxy-N-methyl-l-Leu4-CsA (CsA-4-OH). Unlike authentic CsA, this hydroxylated CsA shows significantly reduced immunosuppressive activity while it retains a side effect of CsA, the hair growth stimulation effect. Although CYP-sb21 was previously identified to be responsible for CsA-specific hydroxylation in vivo, the in vitro activity of CYP-sb21 has yet to be established for a deeper understanding of this P450 enzyme and further reaction optimization. In this study, we reconstituted the in vitro activity of CYP-sb21 by using surrogate redox partner proteins of bacterial and cyanobacterial origins. The highest CsA site-specific hydroxylation activity by CYP-sb21 was observed when it was partnered with the cyanobacterial redox system composed of seFdx and seFdR from Synechococcus elongatus PCC 7942. The best bioconversion yields were obtained in the presence of 10% methanol as a cosolvent and an NADPH regeneration system. A heterologous whole-cell biocatalyst using Escherichia coli was also constructed, and the permeability problem was solved by using N-cetyl-N,N,N-trimethylammonium bromide (CTAB). This work provides a useful example for reconstituting a hybrid P450 system and developing it into a promising biocatalyst for industrial application.


Subject(s)
Actinobacteria/enzymology , Actinobacteria/metabolism , Cyclosporine/metabolism , Immunosuppressive Agents/metabolism , Mixed Function Oxygenases/metabolism , Biotransformation , Escherichia coli/enzymology , Escherichia coli/genetics , Escherichia coli/metabolism , Metabolic Engineering , Synechococcus/enzymology , Synechococcus/genetics
18.
Microb Cell Fact ; 14: 140, 2015 Sep 16.
Article in English | MEDLINE | ID: mdl-26377404

ABSTRACT

BACKGROUND: Direct cloning combined with heterologous expression of a secondary metabolite biosynthetic gene cluster has become a useful strategy for production improvement and pathway modification of potentially valuable natural products present at minute quantities in original isolates of actinomycetes. However, precise cloning and efficient overexpression of an entire biosynthetic gene cluster remains challenging due to the ineffectiveness of current genetic systems in manipulating large-sized gene clusters for heterologous as well as homologous expression. RESULTS: A versatile Escherichia coli-Streptomyces shuttle bacterial artificial chromosomal (BAC) conjugation vector, pSBAC, was used along with a cluster tandem integration approach to carry out homologous and heterologous overexpression of a large 80-kb polyketide biosynthetic pathway gene cluster of tautomycetin (TMC), which is a protein phosphatase PP1/PP2A inhibitor and T cell-specific immunosuppressant. Unique XbaI restriction sites were precisely inserted at both border regions of the TMC biosynthetic gene cluster within the chromosome of TMC-producing Streptomyces sp. CK4412, followed by site-specific recombination of pSBAC into the flanking region of the TMC gene cluster. The entire TMC gene cluster was then rescued as a single giant recombinant pSBAC by XbaI digestion of the chromosomal DNA as well as subsequent self-ligation. Next, the recombinant pSBAC construct containing the entire TMC cluster in E. coli was directly conjugated into model Streptomyces strains, resulting in rapid and enhanced TMC production. Moreover, introduction of the TMC cluster-containing pSBAC into wild-type Streptomyces sp. CK4412 as well as a recombinant S. coelicolor strain resulted in a chromosomal tandem repeat of the entire TMC cluster with 14-fold and 5.4-fold enhanced TMC productivities, respectively. CONCLUSIONS: The 80-kb TMC biosynthetic gene cluster was isolated in a single integration vector, pSBAC. Introduction of TMC biosynthetic gene cluster in TMC non-producing strains has resulted in similar amount of TMC production yield. Moreover, over-expression of TMC biosynthetic gene cluster in original producing strain and recombinant S. coelicolor dramatically increased TMC production. Thus, this strategy can be employed to develop a custom overexpression scheme of entire metabolite pathway clusters present in actinomycetes.


Subject(s)
Chromosomes, Artificial, Bacterial , Cloning, Molecular/methods , Escherichia coli/genetics , Multigene Family , Polyketides/metabolism , Streptomyces/genetics , Genetic Vectors , Metabolic Engineering , Recombinant Proteins/genetics , Recombinant Proteins/metabolism
20.
J Ind Microbiol Biotechnol ; 41(2): 265-73, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24113891

ABSTRACT

We previously completed whole-genome sequencing of a rare actinomycete named Sebekia benihana, and identified the complete S. benihana cytochrome P450 complement (CYPome), including 21 cytochrome P450 hydroxylase (CYP), seven ferredoxin (FD), and four ferredoxin reductase (FDR) genes. Through targeted CYPome disruption, a total of 32 S. benihana CYPome mutants were obtained. Subsequently, a novel cyclosporine A region-specific hydroxylase was successfully determined to be encoded by a CYP-sb21 gene by screening the S. benihana CYPome mutants. Here, we report that S. benihana is also able to mediate vitamin D3 (VD3) hydroxylation. Among the 32 S. benihana CYPome mutants tested, only a single S. benihana CYP mutant, ΔCYP-sb3a, failed to show regio-specific hydroxylation of VD3 to 25-hydroxyvitamin D3 and 1α,25-dihydroxyvitamin D3. Moreover, the VD3 hydroxylation activity in the ΔCYP-sb3a mutant was restored by CYP-sb3a gene complementation. Since all S. benihana FD and FDR disruption mutants maintained VD3 hydroxylation activity, we conclude that CYP-sb3a, a member of the bacterial CYP107 family, is the only essential component of the in vivo regio-specific VD3 hydroxylation process in S. benihana. Expression of the CYP-sb3a gene exhibited VD3 hydroxylation in the VD3 non-hydroxylating Streptomyces coelicolor, implying that the regio-specific hydroxylation of VD3 is carried out by a specific P450 hydroxylase in S. benihana.


Subject(s)
Actinomycetales/genetics , Cholecalciferol/metabolism , Cytochrome P-450 Enzyme System/genetics , Genome, Bacterial , Mixed Function Oxygenases/genetics , Actinomycetales/metabolism , Amino Acid Sequence , Cytochrome P-450 Enzyme System/metabolism , Hydroxylation , Mixed Function Oxygenases/metabolism , Molecular Sequence Data , Streptomyces coelicolor/genetics , Streptomyces coelicolor/metabolism
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