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Identification and Analysis of the Paulomycin Biosynthetic Gene Cluster and Titer Improvement of the Paulomycins in Streptomyces paulus NRRL 8115

  • Jine Li,

    Affiliation State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences (CAS), Beijing, 100101, P. R. China

  • Zhoujie Xie,

    Affiliation State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences (CAS), Beijing, 100101, P. R. China

  • Min Wang,

    Affiliation State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences (CAS), Beijing, 100101, P. R. China

  • Guomin Ai,

    Affiliation State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences (CAS), Beijing, 100101, P. R. China

  • Yihua Chen

    chenyihua@im.ac.cn

    Affiliation State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences (CAS), Beijing, 100101, P. R. China

Abstract

The paulomycins are a group of glycosylated compounds featuring a unique paulic acid moiety. To locate their biosynthetic gene clusters, the genomes of two paulomycin producers, Streptomyces paulus NRRL 8115 and Streptomyces sp. YN86, were sequenced. The paulomycin biosynthetic gene clusters were defined by comparative analyses of the two genomes together with the genome of the third paulomycin producer Streptomyces albus J1074. Subsequently, the identity of the paulomycin biosynthetic gene cluster was confirmed by inactivation of two genes involved in biosynthesis of the paulomycose branched chain (pau11) and the ring A moiety (pau18) in Streptomyces paulus NRRL 8115. After determining the gene cluster boundaries, a convergent biosynthetic model was proposed for paulomycin based on the deduced functions of the pau genes. Finally, a paulomycin high-producing strain was constructed by expressing an activator-encoding gene (pau13) in S. paulus, setting the stage for future investigations.

Introduction

Natural products from Streptomyces are a prolific source of therapeutic agents. Many of them have already been used clinically as antibiotics, immunosuppressants and antitumor drugs. Typically, the structure, regulatory and resistance genes of those compounds are clustered in the genomes, which significantly facilitates biosynthetic investigations [1]. Over the past three decades, the biosynthetic and regulatory mechanisms of a great number of Streptomyces natural products have been deciphered, which enables us to generate novel compounds through combinatorial biosynthesis or synthetic biology approaches and to improve their titers in a strategic manner [2, 3].

The paulomycins are a group of glycosylated compounds isolated from several different Streptomyces strains (Fig. 1). Before Argoudelis et al. solved the structures of paulomycin A and B from Streptomyces paulus sp. 273 and named them in 1982 [4], these compounds were reported using various names, such as U-43120 [5], NSC-163500 [6] and volonomycins [7]. Paulomycin A is composed of a quinone-like ring A, an acetylated D-allose, an unusual eight-carbon sugar paulomycose esterified by 2-methylbutyric acid at the branched hydroxyl group, and a unique paulic acid moiety containing a rare isothiocyanate group. Unlike paulomycin A, the paulomycose branched hydroxyl group is decorated by isobutyric acid in paulomycin B. A series of paulomycins with various modifications at the two-carbon branched chain of paulomycose were isolated subsequently from several S. paulus strains and Streptomyces albus J1074 (Fig. 1) [810]. In addition, there are some paulomycin analogs modified at the paulomycose 3″-methoxyl group, such as O-demethylpaulomycins (lack the 3″-O-methyl group) [11] and senfolomycins. Although the senfolomycins were discovered much earlier than paulomycins [12], their structures were not determined until 1988. Senfolomycin A and B are identical to paulomycin E and F respectively, but possess reversed configuration at the 3″-methoxyl groups [13]. This structural diversity is further expanded by a variety of paulomycin analogs such as the paulomenols (lacking the paulic acid moiety) U-77802 and U-77803 (the hydrogen sulfide adducts of paulomycin A and B) and the paldimycins (with N-acetyl-L-cysteine attached at the isothiocyanate moiety) [14] (Fig. 1). All paulomycins and their analogs have shown excellent antibiotic activity against Gram-positive bacteria [11, 15, 16], and some exhibit substantial activity against a range of other microorganisms that may be useful for treating urethritis and Chlamydia infections [17].

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Fig 1. Structures of the paulomycins, paulomenols and two of their analogs decorated at the paulic acid moiety, paldimycin A and U-77802.

https://doi.org/10.1371/journal.pone.0120542.g001

To our knowledge, all known paulomycin compounds have only been produced by Streptomyces, and no chemical synthesis has been reported. However, the limited understanding of paulomycin biosynthesis currently impedes the expansion of structural diversity through combinatorial biosynthesis. We were therefore motivated to define the paulomycin biosynthetic gene cluster by sequencing the genomes of two paulomycin producers, S. paulus NRRL 8115 [6] and Streptomyces sp. YN86 [18]. The paulomycin gene clusters were localized by comparative genomic analyses of the two strains and another paulomycin producer S. albus J1074 [10]. After determining the paulomycin gene cluster boundaries in S. paulus NRRL 8115, we proposed a putative paulomycin biosynthetic pathway based on bioinformatic analysis. Finally, production of the paulomycins in S. paulus NRRL 8115 was improved considerably by overexpressing an activator encoding gene pau13.

Materials and Methods

Bacterial strains, media and plasmids

The strains and plasmids used in this study are summarized in S1 Table. Escherichia coli JM109 was used as a host to prepare plasmids. E. coli ET12567/pUZ8002 was used for E. coli-Streptomyces conjugation [19]. All E. coli strains were incubated in Luria-Bertani medium at 37°C. Streptomyces paulus NRRL8115, Streptomyces sp. YN86 and Streptomyces albus J1074 were the three paulomycin producers. For spore formation, Streptomyces strains were grown on mannitol/soya (MS) agar at 28°C [19]. Liquid YEME medium was used for Streptomyces genomic DNA isolation [19]. Medium GS-7 [7] was used as the seed culture and medium R5α was used as the paulomycin production medium for S. paulus NRRL8115 [20]. Plasmids pUC119::KanR, pKC1132 and pSET152::ermE* were described previously [19, 21, 22].

DNA manipulation

Isolation of Streptomyces genomic DNAs was performed as previously described [19]. PCRs were performed with Taq DNA polymerase (TransGene, Beijing, China) or KOD-Plus DNA polymerase (Toyobo, Osaka, Japan) according to the manufacturer’s instructions. Restriction enzyme digestions, ligations and transformations were performed following the standard methods [23]. E. coli-Streptomyces conjugations were carried out following the described protocols [19].

Sequencing and bioinformatics analyses

Genomic DNA sequencing service was provided by Majorbio Company (Majorbio, Shanghai, China) using Illumina Hiseq2000 system. Analyses of the secondary metabolite gene clusters were performed with antiSMASH (http://antismash.secondarymetabolites.org/) [24]. The possible open reading frames (ORFs) were predicted by Prodigal (http://prodigal.ornl.gov/) [25]. The gene functional annotations combined the search results of NCBI and KEGG databases. Multiple alignments were performed with CLUSTALW. The sequences of the paulomycin biosynthetic gene clusters from S. paulus NRRL8115 and S. sp. YN86 have already been submitted to GenBank (accession number KJ721164 and KJ721165).

Production of paulomycin

For paulomycin production, 50 μL S. paulus NRRL8115 spores were inoculated into GS-7 medium and cultured at 28°C for 2 days. The resulting seed culture was inoculated into 50 mL medium R5α at 2% ratio (v/v) and cultured for 4 days. The fermentation broth was harvested by centrifugation and extracted with 50 mL ethyl acetate for three times. The ethyl acetate extraction was dried in vacuo. It was then redissolved in 1 mL acetonitrile and subjected to HPLC analysis.

Construction of mutants CIM3001 (S. paulus pau11::aph) and CIM3002 (S. paulus pau18::aph)

An allelic replacement strategy was used to inactivate the target genes individually in S. paulus NRRL 8115. The 2.4-kb fragment upstream of pau11 was PCR amplified with primer pair pau11-up-F and pau11-up-R and inserted into the PstI/XbaI sites of pUC119::KanR to construct pCIM3001 (all primers used in this study are listed in S2 Table. The restriction site used in plasmid construction is underlined and marked after each primer). The 1.1-kb fragment downstream of pau11 was obtained by PCR using primer pair pau11-down-F and pau11-down-R and cloned into the EcoRI site of pCIM3001 via a ligation-independent cloning strategy [26] to generate pCIM3002. The fidelity of all the PCR cloned fragments was confirmed by sequencing. The 4.5-kb mutant allele containing the two fragments flanking pau11 and the kanamycin resistance gene (aph) was excised by PstI/EcoRI and inserted into the same sites of pKC1132 to construct pCIM3003. Plasmid pCIM3003 was then introduced into S. paulus NRRL 8115 via E. coli-Streptomyces conjugation. Exconjugants with kanamycin resistance and apramycin sensitivity were selected as the desired S. paulus pau11::aph mutant strain CIM3001. The genotype of CIM3001 was confirmed by PCR with primers pau11-up-F and pau11-down-R. Subsequent XbaI digestions of the PCR products were carried out to clearly discriminate between mutants and wild-type (S1 Fig.).

To inactivate the pau18 gene, the 0.7-kb upstream fragment was PCR cloned with primer pair pau18-up-F and pau18-up-R, and the 1.3-kb downstream fragment was cloned with primer pair pau18-down-F and pau18-down-R. The two fragments were inserted into the PstI/BamHI and KpnI/EcoRI sites of pUC119::KanR sequentially to generate pCIM3004. The 3.9-kb mutant allele containing the two fragments flanking pau18 and the kanamycin resistance cassette was then cut off from pCIM3004 by PstI/EcoRI and inserted into the same sites of pKC1132 to construct pCIM3005. After introducing plasmid pCIM3005 into S. paulus NRRL 8115 via E. coli-Streptomyces conjugation, exconjugants that were kanamycin resistant and apramycin sensitive were selected as the desired S. paulus pau18::aph mutant strain CIM3002. The genotype of CIM3002 was confirmed by PCR with primers pau18-up-F and pau18-down-R (S1 Fig.).

Complementation of CIM3001 and CIM3002

The 1.0-kb fragment containing the whole pau11 gene was PCR-amplified from S. paulus NRRL 8115 with primer pair pau11-E-F and pau11-E-R and inserted into the NdeI/BamHI sites of pSET152::ermE* to generate plasmid pCIM3006. Introduction of pCIM3006 into S. paulus CIM3001 generated the S. paulus pau11::aph complemented strain CIM3003.

Similarly, the 2.0-kb fragment harboring the whole pau18 gene was cloned by PCR with primer pair pau18-E-F and pau18-E-R and inserted into the NdeI/BamHI sites of pSET152::ermE* to generate pCIM3007. The S. paulus pau18::aph complemented strain CIM3004 was obtained by introduction of pCIM3007 into S. paulus CIM3002.

Construction of the mutants for determination of the paulomycin gene cluster boundaries

Details are described in S1 File. The genotype of the S. paulus mutants were verified by PCR (S2S3 Figs.).

Construction and complementation of the CIM3005 (S. paulus pau13::aph) mutant strain

The two fragments flanking pau13 were amplified by PCR using primer pair pau13-up-F and pau13-up-R for the 1.1-kb upstream fragment and primer pair pau13-down-F and pau13-down-R for the 1.8-kb downstream fragment. The two fragments were cloned into the EcoRI/KpnI and BamHI/PstI sites of pUC119::KanR sequentially to generate pCIM3008. The 3.9-kb mutant allele containing both the up- and down-stream fragments and the kanamycin resistance cassette was then excised by EcoRI/PstI and inserted into the same sites of pKC1132 to generate pCIM3009. Plasmid pCIM3009 was introduced into S. paulus NRRL 8115 via E. coli-Streptomyces conjugation. Exconjugants that were kanamycin resistant and apramycin sensitive were picked out as the S. paulus pau13::aph mutant strain CIM3005, the genotype of which was then confirmed by PCR with primers pau13-up-F and pau13-down-R and subsequent BamHI digestions of the PCR products (S1 Fig.).

The 1.0-kb fragment containing the whole pau13 gene was amplified by PCR using primers pau13-E-F and pau13-E-R and inserted into the same sites of pSET152::ermE* to construct pCIM3010. The pau13 mutant complemented strain CIM1006 was constructed by introduction of pCIM3010 into CIM3005 via E. coli-Streptomyces conjugation.

Overexpression of pau13 in S. paulus NRRL8115

Introduction of pCIM3010 into S. paulus NRRL 8115 via E. coli-Streptomyces conjugation generated the recombination strain CIM3007, in which the expression of pau13 is under the control of the constitutive ermE* promoter. For comparisons of the paulomycin and paulomenol titers in wild-type and CIM3007 strains, standard error values are obtained from at least three independent cultures.

Analytical and Spectroscopic Procedures

HPLC analyses were carried out with an Apollo C18 column (5 μm, 4.6 × 250mm, Alltech, Deerfield, IL, USA) with Shimadzu HPLC system (Shimadzu, Kyoto, Japan). The column was developed with a linear gradient using acetonitrile and water with 0.1% trifluoroacetic acid at a flow rate of 0.8 mL/min. For the first 5 minutes, the ratio of acetonitrile was maintained at 5%, and it was changed linearly from 5% to 90% over 5–25 min and from 90% to 100% over 25–30 min. The detection wavelength was 320 nm.

MS and tandem MS were performed on an Agilent 1260/6460 Triple-Quadrupole LC/MS system (Agilent, Santa Clara, CA, USA) with the electrospray ionization source. The high resolution MS analysis was performed on an Aligent 1200 HPLC system and 6520 QTF-MS system (Agilent, Santa Clara, CA, USA). The mass spectrometer scanned from m/z = 100–1500 in negative ion mode.

Results and Discussion

Comparative genomic analyses to define the paulomycin biosynthetic gene cluster

Three Streptomyces strains (S. paulus NRRL 8115, S. albus J1074 and S. sp. YN86) were used for searching the paulomycin biosynthetic gene clusters. The genome sequence of S. albus J1074 is available in GenBank (accession No. NC_020990). By draft sequencing the genomes of S. paulus NRRL 8115 and S. sp. YN86, we now have three sequenced genomes harboring the paulomycin gene cluster. Since paulomycin contains two sugars attached by a C- or O-glycosidic bond, we searched by comparative genomic analysis and identified several conserved gene clusters containing glycosyltransferase-encoding genes in the three genomes as candidates. Furthermore, considering that paulomycin contains the eight-carbon sugar paulomycose with a two-carbon branched chain, we searched these clusters for the presence of genes involved in the two-carbon branched chain biosynthesis of high-carbon-chain sugars. To our knowledge, only two molecular mechanisms have been described for the formation of sugar’s two-carbon branched chain. One is catalyzed by the pyruvate dehydrogenase-like proteins (AviB1/AviB2) and the nonheme iron-dependent enzyme AviO2 involved in the methyleurekanate biosynthesis of avilamycin from Streptomyces viridochromogenes Tü57 [27]; the other is the TPP-dependent flavoprotein YerE involved in yersiniose biosynthesis from Yersina pseudotuberculosis [28]. Further bioinformatic analysis revealed a 61-kb DNA region containing both the AviB1/AviB2 homologs and the glycosyltransferase-encoding genes in each of the three strains, which is regarded as the putative paulomycin biosynthetic gene cluster. The 61-kb region is highly conserved in both gene organization and individual gene functions among all three paulomycin producers and the paulomycin biosynthetic gene cluster from S. paulus NRRL 8115 (named as the pau gene cluster) is depicted in Fig. 2. Functions of the 53 open reading frames (ORFs) were assigned by careful bioinformatic analyses (Table 1).

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Fig 2. Genetic organization of the pau gene cluster from S. paulus NRRL 8115.

Proposed functions for individual ORFs are coded with various patterns and summarized in Table 1.

https://doi.org/10.1371/journal.pone.0120542.g002

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Table 1. Homologous proteins of ORFs in the paulomycin biosynthetic gene clusters.

https://doi.org/10.1371/journal.pone.0120542.t001

Confirmation of the pau gene cluster in S. paulus NRRL 8115

During our study, it was observed that production of the paulomycins in S. albus J1074 is not stable. Given that the genetic manipulation in S. paulus NRRL 8115 is much easier than that in S. sp. YN86, S. paulus NRRL 8115 was used as a model system in the following paulomycin biosynthetic studies. The identities of paulomycin A, paulomycin B, paulomenol A and paulomenol B produced by S. paulus NRRL 8115 were confirmed by ultraviolet-visible absorption spectra, high resolution mass spectrometry (MS) and tandem MS (S4S7 Figs.).

To obtain direct proof that the pau cluster is crucial for the production of paulomycins in S. paulus NRRL 8115, two genes in the cluster (pau11 and pau18) were mutated individually by targeted gene replacement (S1 Fig.). The gene product of pau11 is an AviB1 homologue involved in the eight-carbon sugar paulomycose biosynthesis; the gene product of pau18 is a putative 2-amino-2-deoxyisochorismate (ADIC) synthase responsible for the biosynthesis of the ring A moiety (see the following text). The two S. paulus mutants CIM3001 (S. paulus pau11::aph), and CIM3002 (S. paulus pau18::aph) were then cultured in the same condition as that for paulomycin production in the wild-type strain and checked by HPLC (Fig. 3). The production of paulomycins (A and B) and paulomenols (A and B) was totally abolished in the two mutants confirming that the pau cluster is involved in paulomycin biosynthesis. Recent mining of the S. albus J1074 genome identified the same region for paulomycin biosynthesis by comparing the metabolic profiles of the wild-type strain and a mutant control with two genes sshg_05327 (encoding Pau18 homolog) and sshg_05328 (encoding Pau19 homolog) deleted [29]. Complementation with constitutively expressed pau11 and pau18 genes in trans restored production of paulomycins and paulomenols in the two complemented strains CIM3003 and CIM3004, respectively, excluding a possible polar effect.

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Fig 3. HPLC traces of selected S. paulus mutants and recombinant strains.

CIM3001, the pau11 inactivated mutant; CIM3003, complemented strain of CIM3001; CIM3002, the pau18 inactivated mutant; CIM3004, complemented strain of CIM3002; CIM3005, the pau13 inactivated mutant; CIM3006, complemented strain of CIM3005; CIM3007, S. paulus recombinant strain overexpressing the pau13 gene. Paulomycin A (□); Paulomycin B (○); Paulomenol A (⃟); Paulomenol B (Δ).

https://doi.org/10.1371/journal.pone.0120542.g003

Determination of the pau cluster boundaries

To determine the paulomycin biosynthetic gene cluster boundaries, selective ORFs at both ends of the pau cluster were inactivated systematically by targeted gene replacement (S2S3 Figs.). Inactivation of pau7 and pau43 dramatically reduced or blocked the production of the paulomycins and the paulomenols, implying that these genes are involved in paulomycin biosynthesis. In contrast, inactivation of pau1, pau3, pau45, pau48 and pau52 did not diminish the production of paulomycin analogs (S8 Fig.), suggesting they are outside of the pau gene cluster. Consequently, the pau gene cluster was narrowed down to a 48-kb region of DNA containing 41 ORFs, from pau4 to pau44, based on the gene inactivation data and the predicted functions of the pau genes.

Biosynthesis of the D-allose moiety

A convergent model of paulomycin biosynthesis was proposed on the basis of the deduced functions of the genes within the cluster (Fig. 4). Four genes (pau23-pau25 and pau37) in the pau cluster are suggested to be responsible for the D-allose moiety biosynthesis. A plausible biosynthetic pathway is that Pau23, a putative hexose-1-phosphate thymidylyltransferase, activates the D-glucose-1-phosphate to TDP-D-glucose, which was then epimerized by Pau37, a homolog of ribulose-5-phosphate 4-epimerase AraD from Escherichia coli [30], to form TDP-D-allose. Subsequently, the C-glycosyltransferase homolog Pau25 transfers the activated D-allose to the paulomycin ring A at the C-5 position. Pau24 is a homolog of the acyltransferase MppN from Streptomyces hygroscopicus NRRL 30439 and is suggested to be responsible for addition of the acetyl group to the 6ˊ-OH of D-allose [31].

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Fig 4. A proposed convergent model of paulomycin biosynthesis.

https://doi.org/10.1371/journal.pone.0120542.g004

Biosynthesis of the ring A moiety

It is proposed that the quinone-like ring A is derived from chorismate; six genes (pau17-pau21 and pau27) are assumed to be involved in the biosynthesis of this moiety. Pau21 is a 3-deoxy-D-arabino-heptulosonate-7-phosphate synthase responsible for condensation of phosphoenolpyruvate and erythrose 4-phosphate to 2-keto-3-deoxy-D-arabinoheptulosonate-7-phosphate, the first intermediate of the shikimate pathway [32], which is then converted to chorismate by a number of enzymes from the primary metabolic pathway. Chorismate is the branch point of the shikimate pathway, with one branch leading to phenazines through 2-amino-2-deoxyisochorismate (ADIC) and trans-2,3-dihydro-3-hydroxyanthranilic acid (DHHA) by ADIC synthase and isochorismatase [33, 34]. The early steps of the paulomycin ring A biosynthesis should follow an analogous route that includes a same set of transformations to generate DHHA by Pau18 (ADIC synthase) and Pau19 (isochorismatase). DHHA is further converted to 3,5,6-trihydroxyl-anthranilate by the dehydrogenase Pau20 (aromatization) and the two monooxygenases Pau17 and Pau27 (C-5 and C-6 hydroxylations) in an order yet to be determined.

Biosynthesis of the paulic acid

The paulic acid is unique and not much is known about its biosynthesis. The lack of an acyl-CoA ligase-encoding gene in the pau gene cluster indicates an unusual mechanism for the paulic acid installation. Our bioinformatic analysis of Pau29 suggests it is a ketoacylsynthase III-like acyltransferase catalyzing ester bond formation between paulic acid and the D-allose moiety. Pau29 shows 43% identity to CosE from Streptomyces olindensis [35] and 33% identity to CerJ from Streptomyces tendae [36]. CosE is a ketoacylsynthase III type condensation enzyme responsible for the propionyl-CoA starter unit loading in cosmomycin biosynthesis [35]; CerJ is a ketoacylsynthase III-like acyltransferase appending a dimethylmalonyl moiety to the hydroxyl group of the cervimycin sugar via ester bond formation [36]. A unifying feature of the CosE homologs is that they possess a highly conserved catalytic triad Cys(Ser)-His-His, in which the first residue (Cys or Ser) is essential for transacylation and the other two His residues are indispensible for the decarboxylative condensation. In CerJ, a Val substitution in the first conserved His in that catalytic triad is consistent with its loss of condensation function. Notably CerJ has a new Cys-His-Asp catalytic triad that is crucial for its acyltransferase activity [36]. Careful analysis of Pau29 revealed that it also lacks the first conserved His essential for the decarboxylative condensation in CosE homologs and features a Ser-His-Asp motif similar to CerJ (S9 Fig.), further supporting its proposed role as an acyltransferase. In addition to the aforementioned CerJ, there are several examples of condensation-like enzymes catalyzing ester bond formation including XclB/XclC [37], NonJ/NonK [38] and SgcC5 [39] involved in xenocyloin, nonactin and C-1027 biosynthesis, respectively. They all use CoA, or carrier protein-tethered fatty acids, or amino acids as substrates, indicating that Pau29 requires a CoA or ACP tethered paulic acid (or an acid intermediate) as a substrate, which may plausibly be synthesized from unknown precursors by related enzymes such as Pau28 (a putative oxidoreductase catalyzing the acyl carrier protein (ACP)-tethered ketoreduction), Pau34 (acyl-CoA synthase), Pau35 (ACP), Pau38 (phosphopantetheinyl transferase) and Pau39 (acyl-CoA dehydrogenase).

For the biosynthesis of the unusual isothiocyanate group, the only example is from plant. In crucifer vegetables such as broccoli, cabbage and wasabi, the glucosinolates are hydrolyzed by myrosinase to generate various isothiocyanate-containing compounds [40]. However, no myrosinase homolog-encoding gene exists in the pau cluster, implying a different mechanism for the isothiocyanate biosynthesis in paulomycin. The presence of Pau30 (ThiF-like enzyme) and Pau31 (cysteine desulfurase) suggests a cysteine origin of the isothiocyanate sulfur group. Gene pau31 encodes a protein similar to the cysteine desulfurase IscS, which is a pyridoxal 5ˊ-phosphate dependent enzyme that supplies sulfur by converting L-cysteine to L-alanine and sulfane sulfur [41]. The pau30 gene encoding a ThiF-like protein transfers the sulfur group released by cysteine desulfurase to the sulfur-carrier protein to form a thiocarboxylate group [42]. We propose that the sulfur group in paulomycin is supplied as in thiamin biosynthesis, in which the thiol group released from cysteine by cysteine desulfurase (IscS) is transferred to the sulfur-carrier protein (ThiS) by ThiF [43]. However, we could not find any ThiS homolog-encoding gene in the pau gene cluster, suggesting that a universal sulfur-carrier protein encoded by a gene outside the cluster is recruited in paulomycin biosynthesis, analogous to the 2-thiosugar moiety biosynthesis in BE-7585A [44]. The origins of the isothiocyanate carbon and nitrogen groups and the detailed biosynthetic logic of this unusual moiety are intriguing questions that require further investigation.

Biosynthesis of the paulomycose moiety

Twelve genes (pau6, pau7, pau11, pau12, pau14-pau16, pau22, pau23 and pau42-pau44) are proposed to be involved in the biosynthesis of the paulomycose moiety. At first, D-glucose-1-phosphate is activated to TDP-D-glucose by Pau23, the putative hexose-1-phosphate thymidylyltransferase. The following steps from TDP-D-glucose to TDP-4″-keto-L-olivose are catalyzed by Pau22 (TDP-hexose 4,6-dehydratase), Pau16 (TDP-hexose 2,3-dehydratase), Pau42 (TDP-4-keto-6-deoxyhexose 2, 3-reductase) and Pau44 (TDP-4-keto-6-deoxyhexose 3, 5-epimerase), in a route parallel to that of deoxysugar biosynthesis in the avermectin biosynthetic pathway [45]. The TDP-6-deoxy-L-hexose 3-O-methyltransferase Pau43 is responsible for the 3″-O-methylation of TDP-4″-keto-L-olivose, and the resulting deoxysugar is then attached to the 3-Oˊ position of the D-allose moiety by Pau14 and Pau15. The gene products of pau14 and pau15 show high similarities to cytochrome P450 family protein DesVIII and glycosyltransferase DesVII, both of which are required for attachment of TDP-D-desosamine in pikromycin biosynthesis [46, 47]. The gene products of pau11 and pau12 resemble AviB1 (37% identity) and AviB2 (34% identity) from Streptomyces viridochromogenes Tü57, respectively. As previously mentioned, AviB1 and AviB2 are α and β subunits of the pyruvate dehydrogenase like proteins involved in the biosynthesis of the two-carbon branched chain sugar methyleurekanate [27]. We propose that the installation of the two-carbon branched chain takes place after the hexose is attached to the D-allose moiety, analogous to methyleurekanate formation in avilamycin biosynthesis, in which the 4-ketosugar precursor of methyleurekanate is attached to the sugar chain before the two-carbon unit is appended [27]. The pyruvate dehydrogenase-like proteins Pau11 and Pau12 hijack a two-carbon unit from pyruvate, which is then loaded onto the C4″ position through an unknown mechanism. Finally, the 7″-keto is reduced to a hydroxyl group by an oxidoreductase (Pau7), and an acyltransferase (Pau6) appends a variety of fatty acids to the 7″-hydroxyl group to form different paulomycins.

Genes for resistance, regulation and unassigned functions

The pau9 gene is the only apparent candidate for self-protection within the pau gene cluster, which encodes a protein exhibiting 35% identity to a drug resistance transporter AsuM1 from the asukamycin producer Streptomyces nodosus subsp. asukaensis [48].

There are four putative regulatory genes (pau4, pau5, pau13 and pau32) in the pau cluster. They belong to three transcriptional regulator families including the TetR family (Pau4), the LuxR family (Pau5 and Pau32) and the Streptomyces antibiotic regulatory protein (SARP) family (Pau13).

There are seven functionally unassigned ORFs in the pau cluster including two hypothetical proteins (pau8 and pau40) and five genes with deduced functions that cannot be assigned to paulomycin biosynthesis. The proposed functions of the five remaining genes are elongation factor G (Pau10), glyoxalase (Pau26), enoyl reductase (Pau33), dihydrodipicolinate reductase (Pau36) and pyranose oxidase (Pau41).

Improving paulomycin production by overexpressing gene pau13

With the paulomycin biosynthetic gene cluster in hand, we set out to increase production of the paulomycins by manipulating its pathway regulation, which has proved to be an efficient strategy in many rational metabolic engineering efforts. The gene product of pau13 is a SARP family regulator, which is usually functional as an activator stimulating the biosynthesis of antibiotics in Streptomyces [3]. The S. paulus pau13::aph mutant CIM3005 was constructed by replacing this gene with a kanamycin resistance cassette. HPLC analysis revealed that production of the paulomycins was almost abolished in CIM3005, suggesting that Pau13 is a positive regulator. The pau13 mutant complemented strain CIM3006 was constructed by introduction of pCIM3010, in which the pau13 gene was put under the control of a constitutive promoter ermE*, into CIM3005. When fermented in medium R5α, CIM3006 restored the production of paulomycin A, paulomenol A and paulomenol B, excluding the influence of polar effect. Subsequently, pCIM3010 was introduced into S. paulus wild-type to generate a pau13 overexpressing recombination strain CIM3007. The titers of paulomycin A, paulomycin B, paulomenol A and paulomenol B were increased 3.4±0.9, 4.2±1.3, 4.1±0.8 and 4.2±1.2 fold in S. paulus CIM3006, respectively.

Conclusions

In summary, we have defined the paulomycin biosynthetic gene cluster by comparative genome mining of three paulomycin producers. A convergent model of paulomycin biosynthesis was proposed after we confirmed the identity of the pau gene cluster and determined its boundaries in S. paulus NRRL 8115. The production of paulomycins was improved significantly by rational engineering of the pathway regulation in S. paulus NRRL 8115, establishing an excellent foundation for future investigations of paulomycin biosynthesis and engineering.

Supporting Information

S1 Fig. Construction and genotype confirmation of S. paulus mutants CIM3001, CIM3002 and CIM3005.

(A) Diagram illustrating the construction of CIM3001 by replacing pau11 with a kanamycin-resistance gene (aph). (B) PCR detection of pau11 inactivation. Lane 1, fragments obtained by PCR with CIM3001 as a template and a following XbaI digestion; lane 2, fragments obtained by PCR with S. paulus NRRL 8115 as a template and a following XbaI digestion (Expected sizes of PCR fragments after restriction with the indicated enzyme are shown in panel A); Lane 3, DNA Ladder. (C) Diagram illustrating the construction of CIM3002 by replacing pau18 with a kanamycin-resistance gene. (D) PCR detection of pau18 inactivation. Lane 1, fragments obtained by PCR with S. paulus NRRL 8115 as a template; lane 2,fragments obtained by PCR with CIM3002 as a template (Expected sizes of PCR fragments are shown in panel C); Lane 3, DNA Ladder. (E) Diagram illustrating the construction of CIM3005 by replacing pau13 with a kanamycin-resistance gene. (F) PCR detection of pau13 inactivation. Lane 1, fragments obtained by PCR with CIM3005 as a template and a following BamHI digestion; lane 2, fragments obtained by PCR with S. paulus NRRL 8115 as a template and a following BamHI digestion (Expected sizes of PCR fragments after restriction with the indicated enzyme are shown in panel E); Lane 3, DNA Ladder.

https://doi.org/10.1371/journal.pone.0120542.s001

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S2 Fig. Construction and genotype confirmation of S. paulus mutants CIM3008-CIM3010.

(A) Diagram illustrating the construction of CIM3008 by replacing pau1 with an apramycin-resistance gene (aac(3)IV). (B) PCR detection of pau1 inactivation. Lane 1, fragments obtained by PCR with CIM3008 as a template; lane 2, fragments obtained by PCR with a single-cross mutant as a template; lane 3, fragments obtained by PCR with S. paulus NRRL 8115 as a template (Expected sizes of PCR fragments are shown in panel A); Lane 4, DNA Ladder. (C) Diagram illustrating the construction of CIM3009 by replacing pau3 with an apramycin-resistance gene. (D) PCR detection of pau3 inactivation. Lane 1, fragments obtained by PCR with CIM3009 as a template; lane 2, fragments obtained by PCR with S. paulus NRRL 8115 as a template (Expected sizes of PCR fragments are shown in panel C); Lane 3, DNA Ladder. (E) Diagram illustrating the construction of CIM3010 by replacing pau7 with an apramycin-resistance gene. (F) PCR detection of pau7 inactivation. Lane 1, fragments obtained by PCR with CIM3010 as a template; lane 2, fragments obtained by PCR with S. paulus NRRL 8115 as a template (Expected sizes of PCR fragments are shown in panel E); Lane 3, DNA Ladder.

https://doi.org/10.1371/journal.pone.0120542.s002

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S3 Fig. Construction and genotype confirmation of S. paulus mutants CIM3011-CIM3014.

(A) Diagram illustrating the construction of CIM3011 by replacing pau43 with a kanamycin-resistance gene (aph). (B) PCR detection of pau43 inactivation. Lane 1, fragments obtained by PCR with CIM3011 as a template; lane 2, fragments obtained by PCR with S. paulus NRRL 8115 as a template (Expected sizes of PCR fragments are shown in panel A); Lane 3, DNA Ladder. (C) Diagram illustrating the construction of CIM3012 by replacing pau45 with an apramycin-resistance gene (aac(3)IV). (D) PCR detection of pau3 inactivation. Lane 1, fragments obtained by PCR with S. paulus NRRL 8115 as a template and a following BlnI digestion; lane 2, fragments obtained by PCR with a single-cross mutant as a template and a following BlnI digestion; lane 3, fragments obtained by PCR with CIM3012 as a template and a following BlnI digestion (Expected sizes of PCR fragments after restriction with the indicated enzyme are shown in panel C); Lane 4, DNA Ladder. (E) Diagram illustrating the construction of CIM3013 by replacing pau48 with an apramycin-resistance gene. (F) PCR detection of pau48 inactivation. Lane 1, fragments obtained by PCR with CIM3013 as a template; lane 2, fragments obtained by PCR with a single-cross mutant as a template; lane 3, fragments obtained by PCR with S. paulus NRRL 8115 as a template (Expected sizes of PCR fragments are shown in panel E); Lane 4, DNA Ladder. (G) Diagram illustrating the construction of CIM3014 by replacing pau52 with an apramycin-resistance gene. (H) PCR detection of pau52 inactivation. Lane 1, fragments obtained by PCR with CIM3014 as a template; lane 2, fragments obtained by PCR with S. paulus NRRL 8115 as a template (Expected sizes of PCR fragments are shown in panel G); Lane 3, DNA Ladder.

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S4 Fig. Spectroscopic analyses of paulomycin A.

(A) Plausible fragmentation pattern of paulomycin A in tandam MS detection. (B) Tandam MS of paulomycin A. (C) High resolution MS of paulomycin A. (D) UV-vis spectrum of paulomycin A.

https://doi.org/10.1371/journal.pone.0120542.s004

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S5 Fig. Spectroscopic analyses of paulomycin B.

(A) Plausible fragmentation pattern of paulomycin B in tandam MS detection. (B) Tandam MS of paulomycin B. (C) High resolution MS of paulomycin B. (D) UV-vis spectrum of paulomycin B.

https://doi.org/10.1371/journal.pone.0120542.s005

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S6 Fig. Spectroscopic analyses of paulomenol A.

(A) Plausible fragmentation pattern of paulomenol A in tandam MS detection. (B) Tandam MS of paulomenol A. (C) High resolution MS of paulomenol A. (D) UV-vis spectrum of paulomenol A.

https://doi.org/10.1371/journal.pone.0120542.s006

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S7 Fig. Spectroscopic analyses of paulomenol B.

(A) Plausible fragmentation pattern of paulomenol B in tandam MS detection. (B) Tandam MS of paulomenol B. (C) High resolution MS of paulomenol B. (D) UV-vis spectrum of paulomenol B.

https://doi.org/10.1371/journal.pone.0120542.s007

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S8 Fig. HPLC traces of S. paulus CIM3008-CIM3014 for the pau cluster boundaries determination.

The inactivated gene of each mutant is bracketed. Paulomycin A (□); Paulomycin B (○); Paulomenol A (⃟); Paulomenol B (Δ).

https://doi.org/10.1371/journal.pone.0120542.s008

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S9 Fig. Multiple alignments of Pau29 and its homologs.

The catalytic triad Cys-His-Asp for ketoacylsynthase III-like acyltransferase CerJ is marked with inverted triangles; and the conserved catalytic triad Cys(Ser)-His-His for ketoacylsynthases DpsC and CosE are marked with asterisks. It is notable that the first conserved His in ketoacylsynthases is substituted by Val in CerJ and Asn in Pau29, PauY29 and YP_007743993.

https://doi.org/10.1371/journal.pone.0120542.s009

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S1 File. Construction of the mutants for determination of the paulomycin gene cluster boundaries.

https://doi.org/10.1371/journal.pone.0120542.s010

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S1 Table. Strains and plasmids used in this study.

https://doi.org/10.1371/journal.pone.0120542.s011

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Acknowledgments

We thank Prof. Lixin Zhang, CAS Key Laboratory of Pathogenic Microbiology & Immunology, Institute of Microbiology, CAS, for the Streptomyces sp. YN86 strain; Dr. Wenzhao Wang, State Key Laboratory of Mycology, Institute of Microbiology, CAS, for high resolution MS data collection. We also thank Prof. Geoff Horsman, Wilfrid Laurier University, Waterloo, Canada, for critically reading the paper.

Author Contributions

Conceived and designed the experiments: YC JL. Performed the experiments: JL GA. Analyzed the data: YC JL MW. Contributed reagents/materials/analysis tools: JL. Wrote the paper: JL ZX YC.

References

  1. 1. Hopwood DA. Genetic contributions to understanding polyketide synthases. Chem Rev. 1977; 97: 2465–2497.
  2. 2. Winter JM, Tang Y. Synthetic biological approaches to natural product biosynthesis. Curr Opin Biotechnol. 2012; 23: 736–743. pmid:22221832
  3. 3. Liu G, Chater KF, Chandra G, Niu G, Tan H. Molecular regulation of antibiotic biosynthesis in Streptomyces. Microbiol Mol Biol Rev. 2013, 77: 112–143. pmid:23471619
  4. 4. Argoudelis AD, Brinkley TA, Brodasky TF, Buege JA, Meyer HF, et al. Paulomycins A and B. Isolation and characterization. J Antibiot (Tokyo). 1982; 35: 285–294. pmid:7076577
  5. 5. Hanka LJ, Dietz A. U-43,120; a new antitumor antibiotic. I. Production, biological activity, microbiological assay and taxonomy of the producing microorganism. J Antibiot (Tokyo). 1976; 29: 611–617. pmid:950315
  6. 6. Wiley PF. A new antibiotic, U-43,120 (NSC-163500). J Antibiot (Tokyo). 1976; 29: 587–589. pmid:986384
  7. 7. Marshall VP, Little MS, Johnson LE. A new process and organism for the fermentation production of volonomycin. J Antibiot (Tokyo). 1981; 34: 902–904. pmid:7287593
  8. 8. Baczynskyj L, Haak WJ, Knoll WM, Mizsak SA, Shilliday FB. New paulomycins produced by Streptomyces paulus. J Antibiot (Tokyo). 1988; 41:157–169. pmid:3356604
  9. 9. Majer J, Chater KF. Streptomyces albus G produces an antibiotic complex identical to paulomycins A and B. J Gen Microbiol. 1987; 133: 2503–2507. pmid:3448155
  10. 10. Braña AF, Rodríguez M, Pahari P, Rohr J, García LA, Blanco G. Activation and silencing of secondary metabolites in Streptomyces albus and Streptomyces lividans after transformation with cosmids containing the thienamycin gene cluster from Streptomyces cattleya. Arch Microbiol. 2014; 196: 345–355. pmid:24633227
  11. 11. Argoudelis AD, Baczynskyj L, Mizsak SA, Shilliday FB. O-demethylpaulomycins A and B, U-77,802 and U-77,803, paulomenols A and B, new metabolites produced by Streptomyces paulus. J Antibiot (Tokyo). 1988; 41: 1316–1330. pmid:3192491
  12. 12. Mitscher LA, McCrae W, DeVoe SE, Shay AJ, Hausmann WK, Bohonos N. Senfolomycin A and B, new antibiotics. Antimicrob Agents Chemother. 1965; 5: 828–831. pmid:5883505
  13. 13. Argoudelis AD, Baczynskyj L, Mizsak SA, Shilliday FB, Wiley PF. Structural relationships between senfolomycins and paulomycins. J Antibiot (Tokyo). 1988; 41: 1212–1222. pmid:3141336
  14. 14. Argoudelis AD, Baczynskyj L, Mizsak SA, Shilliday FB, Spinelli PA, DeZwaan J. Paldimycins A and B and antibiotics 273a2 alpha and 273a2 beta. Synthesis and characterization. J Antibiot (Tokyo). 1987; 40: 419–436. pmid:3294773
  15. 15. Argoudelis AD, Baczynskyj L, Haak WJ, Knoll WM, Mizsak SA, Shilliday FB. New paulomycins produced by Streptomyces paulus. J Antibiot (Tokyo). 1988; 41: 157–169. pmid:3356604
  16. 16. Sanchez MS, Ford CW, Yancey RJ Jr. Evaluation of antibacterial agents in a high-volume bovine polymorphonuclear neutrophil Staphylococcus aureus intracellular killing assay. Antimicrob Agents Chemother. 1986; 29: 634–638. pmid:2871811
  17. 17. Treating chlamydia infections with paulomycin. USA Patent WO 1988002630 A2; 1987.
  18. 18. Yang N. The study of bacteria diversity from the south China sea and Xinjiang desert and chemical investigation of one Streptomyces strain. Student PhD thesis: University of Chinese Academy of Sciences (China); 2014.
  19. 19. Kieser T, Bibb MJ, Buttner MJ, Chater KF, Hopwood DA. Practical Streptomyces genetics. Norwich: The John Innes Foundation; 2000.
  20. 20. Fernández E, Weissbach U, Sánchez Reillo C, Braña AF, Méndez C, Rohr J, et al. Identification of two genes from Streptomyces argillaceus encoding glycosyltransferases involved in transfer of a disaccharide during biosynthesis of the antitumor drug mithramycin. J Bacteriol. 1998; 180: 4929–4937. pmid:9733697
  21. 21. Liu G, Tian Y, Yang H, Tan H. A pathway-specific transcriptional regulatory gene for nikkomycin biosynthesis in Streptomyces ansochromogenes that also influences colony development. Mol Microbiol. 2005; 55: 1855–1866. pmid:15752205
  22. 22. Smanski MJ, Yu Z, Casper J, Lin S, Peterson RM, Chen Y, et al. Dedicated ent-kaurene and ent-atiserene synthases for platensimycin and platencin biosynthesis. Proc Natl Acad Sci USA. 2011; 108: 13498–13503. pmid:21825154
  23. 23. Sambrook J, Russell DW. Molecular cloning: a laboratory manual. 3rd ed. Cold Spring Laboratory, NY: Cold Spring Harbor Laboratory; 2001.
  24. 24. Blin K, Medema MH, Kazempour D, Fischbach MA, Breitling R, Takano E, et al. antiSMASH 2.0—a versatile platform for genome mining of secondary metabolite producers. Nucleic Acids Res. 2013; W204-W212.
  25. 25. Hyatt D, Chen GL, Locascio PF, Land ML, Larimer FW, Hauser LJ. Prodigal: prokaryotic gene recognition and translation initiation site identification. BMC Bioinformatics. 2010; 11: 119. pmid:20211023
  26. 26. Liu Y, Li S, Zhang H, Wan Z, Zhang X, Du R. A one-step cloning method for the construction of somatic cell gene targeting vectors: application to production of human knockout cell lines. BMC Biotechnol. 2012; 12: 71. pmid:23046873
  27. 27. Treede I, Hauser G, Mühlenweg A, Hofmann C, Schmidt M, Weitnauer G, et al. Genes involved in formation and attachment of a two-carbon chain as a component of eurekanate, a branched-chain sugar moiety of avilamycin A. Appl Environ Microbiol. 2005; 71: 400–406. pmid:15640214
  28. 28. Chen H, Guo Z, Liu HW. Biosynthesis of Yersiniose: Attachment of the two-carbon branched-chain is catalyzed by a thiamine pyrophosphate-dependent flavoprotein. J Am Chem Soc. 1998; 120: 11796–11797.
  29. 29. Olano C, García I, González A, Rodriguez M, Rozas D, Rubio J, et al. Activation and identification of five clusters for secondary metabolites in Streptomyces albus J1074. Microb Biotechnol. 2014; 7: 242–256. pmid:24593309
  30. 30. Andersson A, Schneider G, Lindqvist Y. Purification and preliminary X-ray crystallographic studies of recombinant L-ribulose-5-phosphate 4-epimerase from Escherichia coli. Protein Sci. 1995; 4: 1648–1650. pmid:8520491
  31. 31. Magarvey NA, Haltli B, He M, Greenstein M, Hucul JA. Biosynthetic pathway for mannopeptimycins, lipoglycopeptide antibiotics active against drug-resistant gram-positive pathogens. Antimicrob Agents Chemother. 2006; 50: 2167–2177. pmid:16723579
  32. 32. Nelson DL, Cox MM. Lehninger Principles of Biochemistry. 3rd ed. NY: Worth Publishers; 2000. p. 834.
  33. 33. Culbertson JE, Toney MD. Expression and characterization of PhzE from P. aeruginosa PAO1: aminodeoxyisochorismate synthase involved in pyocyanin and phenazine-1-carboxylate production. Biochim Biophys Acta. 2013; 1834: 240–246. pmid:23099261
  34. 34. Pierson LS 3rd, Pierson EA. Metabolism and function of phenazines in bacteria: impacts on the behavior of bacteria in the environment and biotechnological processes. Appl Microbiol Biotechnol. 2010; 86: 1659–1670. pmid:20352425
  35. 35. Garrido LM, Lombó F, Baig I, Nur-E-Alam M, Furlan RL, Borda CC, et al. Insights in the glycosylation steps during biosynthesis of the antitumor anthracycline cosmomycin: characterization of two glycosyltransferase genes. Appl Microbiol Biotechnol. 2006; 73: 122–131. pmid:16810496
  36. 36. Bretschneider T, Zocher G, Unger M, Scherlach K, Stehle T, Hertweck C. A ketosynthase homolog uses malonyl units to form esters in cervimycin biosynthesis. Nat Chem Biol. 2011; 8: 154–161. pmid:22179067
  37. 37. Proschak A, Zhou Q, Schöner T, Thanwisai A, Kresovic D, Dowling A, et al. Biosynthesis of the insecticidal xenocyloins in Xenorhabdus bovienii. Chembiochem. 2014; 15: 369–372. pmid:24488732
  38. 38. Kwon HJ, Smith WC, Scharon AJ, Hwang SH, Kurth MJ, Shen B. C-O bond formation by polyketide synthases. Science. 2002; 297: 1327–1330. pmid:12193782
  39. 39. Lin S, Van Lanen SG, Shen B. A free-standing condensation enzyme catalyzing ester bond formation in C-1027 biosynthesis. Proc Natl Acad Sci USA. 2009; 106: 4183–4188. pmid:19246381
  40. 40. Bones AM, Rossiter JT. The enzymic and chemically induced decomposition of glucosinolates. Phytochemistry. 2006; 67: 1053–1067. pmid:16624350
  41. 41. Singh H, Dai Y, Outten FW, Busenlehner LS. Escherichia coli SufE sulfur transfer protein modulates the SufS cysteine desulfurase through allosteric conformational dynamics. J Biol Chem. 2013; 288: 36189–36200. pmid:24196966
  42. 42. Burns KE, Baumgart S, Dorrestein PC, Zhai H, McLafferty FW, Begley TP. Reconstitution of a new cysteine biosynthetic pathway in Mycobacterium tuberculosis. J Am Chem Soc. 2005; 127: 11602–11603. pmid:16104727
  43. 43. Mihara H, Esaki N. Bacterial cysteine desulfurases: their function and mechanisms. Appl Microbiol Biotechnol. 2002; 60: 12–23. pmid:12382038
  44. 44. Sasaki E, Zhang X, Sun HG, Lu MY, Liu TL, Ou A, et al. Co-opting sulphur-carrier proteins from primary metabolic pathways for 2-thiosugar biosynthesis. Nature. 2014; 510: 427–431. pmid:24814342
  45. 45. Ikeda H, Nonomiya T, Usami M, Ohta T, Omura S. Organization of the biosynthetic gene cluster for the polyketide anthelmintic macrolide avermectin in Streptomyces avermitilis. Proc Natl Acad Sci USA. 1999; 96: 9509–9514. pmid:10449723
  46. 46. Borisova SA, Zhao L, Melançon CE III, Kao CL, Liu HW. Characterization of the glycosyltransferase activity of desVII: analysis of and implications for the biosynthesis of macrolide antibiotics. J Am Chem Soc. 2004; 126: 6534–6535. pmid:15161264
  47. 47. Borisova SA, Liu HW. Characterization of glycosyltransferase DesVII and its auxiliary partner protein DesVIII in the methymycin/picromycin biosynthetic pathway. Biochemistry. 2010; 49: 8071–8084. pmid:20695498
  48. 48. Rui Z, Petrícková K, Skanta F, Pospísil S, Yang Y, Chen CY, et al. Biochemical and genetic insights into asukamycin biosynthesis. J Biol Chem. 2010; 285: 24915–24924. pmid:20522559
  49. 49. Suzuki T, Mochizuki S, Yamamoto S, Arakawa K, Kinashi H. Regulation of lankamycin biosynthesis in Streptomyces rochei by two SARP genes, srrY and srrZ. Biosci Biotechnol Biochem. 2010; 74: 819–827. pmid:20378964
  50. 50. Siitonen V, Claesson M, Patrikainen P, Aromaa M, Mäntsälä P, Schneider G, et al. Identification of late-stage glycosylation steps in the biosynthetic pathway of the anthracycline nogalamycin. Chembiochem. 2012; 13: 120–128. pmid:22120896
  51. 51. Gao X, Tan CL, Yeo CC, Poh CL. Molecular and biochemical characterization of the xlnD-encoded 3-hydroxybenzoate 6-hydroxylase involved in the degradation of 2,5-xylenol via the gentisate pathway in Pseudomonas alcaligenes NCIMB 9867. J Bacteriol. 2005; 187: 7696–7702. pmid:16267294
  52. 52. Silakowski B, Kunze B, Nordsiek G, Blöcker H, Höfle G, Müller R. The myxochelin iron transport regulon of the myxobacterium Stigmatella aurantiaca Sg a15. Eur J Biochem. 2000; 267: 6476–6485. pmid:11029592
  53. 53. Palaniappan N, Kim BS, Sekiyama Y, Osada H, Reynolds KA. Enhancement and selective production of phoslactomycin B, a protein phosphatase IIa inhibitor, through identification and engineering of the corresponding biosynthetic gene cluster. J Biol Chem. 2003; 278: 35552–35557. pmid:12819191
  54. 54. Kaysser L, Wemakor E, Siebenberg S, Salas JA, Sohng JK, Kammerer B, et al. Formation and attachment of the deoxysugar moiety and assembly of the gene cluster for caprazamycin biosynthesis. Appl Environ Microbiol. 2010; 76: 4008–4018. pmid:20418426
  55. 55. Xue Y, Zhao L, Liu HW, Sherman DH. A gene cluster for macrolide antibiotic biosynthesis in Streptomyces venezuelae: architecture of metabolic diversity. Proc Natl Acad Sci USA. 1998; 95: 12111–12116. pmid:9770448
  56. 56. Erb A, Luzhetskyy A, Hardter U, Bechthold A. Cloning and sequencing of the biosynthetic gene cluster for saquayamycin Z and galtamycin B and the elucidation of the assembly of their saccharide chains. Chembiochem. 2009; 10: 1392–1401. pmid:19384899
  57. 57. Thornalley PJ. Glyoxalase I—structure, function and a critical role in the enzymatic defence against glycation. Biochem Soc Trans. 2003; 31: 1343–1348. pmid:14641060
  58. 58. Shen B, Hutchinson CR. Triple hydroxylation of tetracenomycin A2 to tetracenomycin C in Streptomyces glaucescens. Overexpression of the tcmG gene in Streptomyces lividans and characterization of the tetracenomycin A2 oxygenase. J Biol Chem. 1994; 269: 30726–30733. pmid:7982994
  59. 59. Yan Y, Zhang L, Ito T, Qu X, Asakawa Y, Awakawa T, et al. Biosynthetic pathway for high structural diversity of a common dilactone core in antimycin production. Org Lett. 2012; 14: 4142–4145. pmid:22861048
  60. 60. Huang SX, Lohman JR, Huang T, Shen B. A new member of the 4-methylideneimidazole-5-one-containing aminomutase family from the enediyne kedarcidin biosynthetic pathway. Proc Natl Acad Sci USA. 2013; 110: 8069–8074. pmid:23633564
  61. 61. Girish TS, Navratna V, Gopal B. Structure and nucleotide specificity of Staphylococcus aureus dihydrodipicolinate reductase (DapB). FEMS Lett. 2011; 585: 2561–2567. pmid:21803042
  62. 62. Pang X, Aigle B, Girardet JM, Mangenot S, Pernodet JL, Decaris B, et al. Functional angucycline-like antibiotic gene cluster in the terminal inverted repeats of the Streptomyces ambofaciens linear chromosome. Antimicrob Agents Chemother. 2004; 48: 575–588. pmid:14742212
  63. 63. Zhang YX, Denoya CD, Skinner DD, Fedechko RW, McArthur HA, Morgenstern MR, et al. Genes encoding acyl-CoA dehydrogenase (AcdH) homologues from Streptomyces coelicolor and Streptomyces avermitilis provide insights into the metabolism of small branched-chain fatty acids and macrolide antibiotic production. Microbiology. 1999; 145: 2323–2334. pmid:10517585
  64. 64. Wu X, Flatt PM, Xu H, Mahmud T. Biosynthetic gene cluster of cetoniacytone A, an unusual aminocyclitol from the endosymbiotic Bacterium Actinomyces sp. Lu 9419. Chembiochem. 2009; 10: 304–314. pmid:19101977
  65. 65. Bihlmaier C, Welle E, Hofmann C, Welzel K, Vente A, Breitling E, et al. Biosynthetic gene cluster for the polyenoyltetramic acid alpha-lipomycin. Antimicrob Agents Chemother. 2006; 50: 2113–2121. pmid:16723573
  66. 66. Singh S, Chang A, Helmich KE, Bingman CA, Wrobel RL, Beebe ET, et al. Structural and functional characterization of CalS11, a TDP-rhamnose 3'-O-methyltransferase involved in calicheamicin biosynthesis. ACS Chem Biol. 2013; 8: 1632–1639. pmid:23662776