Global changes in gene expression related to antibiotic synthesis in Streptomyces hygroscopicus

Systems metabolic engineering of the primary and secondary metabolism of Streptomyces albidoflavus enhances production of the reverse antibiotic nybomycin against multi-resistant Staphylococcus aureus

Nybomycin is an antibiotic compound with proven activity against multi-resistant Staphylococcus aureus, making it an interesting candidate for combating these globally threatening pathogens. For exploring its potential, sufficient amounts of nybomycin and its derivatives must be synthetized to fully study its effectiveness, safety profile, and clinical applications. As native isolates only accumulate low amounts of the compound, superior producers are needed. The heterologous cell factory S. albidoflavus 4N24, previously derived from the cluster-free chassis S. albidoflavus Del14, produced 860 μg L-1 of nybomycin, mainly in the stationary phase. A first round of strain development modulated expression of genes involved in supply of nybomycin precursors under control of the common Perm* promoter in 4N24, but without any effect. Subsequent studies with mCherry reporter strains revealed that Perm* failed to drive expression during the product synthesis phase but that use of two synthetic promoters (PkasOP* and P41) enabled strong constitutive expression during the entire process. Using PkasOP*, several rounds of metabolic engineering successively streamlined expression of genes involved in the pentose phosphate pathway, the shikimic acid pathway, supply of CoA esters, and nybomycin biosynthesis and export, which more than doubled the nybomycin titer to 1.7 mg L-1 in the sixth-generation strain NYB-6B. In addition, we identified the minimal set of nyb genes needed to synthetize the molecule using single-gene-deletion strains. Subsequently, deletion of the regulator nybW enabled nybomycin production to begin during the growth phase, further boosting the titer and productivity. Based on RNA sequencing along the created strain genealogy, we discovered that the nyb gene cluster was unfavorably downregulated in all advanced producers. This inspired removal of a part and the entire set of the four regulatory genes at the 3'-end nyb of the cluster. The corresponding mutants NYB-8 and NYB-9 exhibited marked further improvement in production, and the deregulated cluster was combined with all beneficial targets from primary metabolism. The best strain, S. albidoflavus NYB-11, accumulated up to 12 mg L-1 nybomycin, fifteenfold more than the basic strain. The absence of native gene clusters in the host and use of a lean minimal medium contributed to a selective production process, providing an important next step toward further development of nybomycin.

Phosphoproteome Dynamics of Streptomyces rimosus during Submerged Growth and Antibiotic Production

Streptomyces rimosus is an industrial streptomycete, best known as a producer of oxytetracycline, one of the most widely used antibiotics. Despite the significant contribution of Streptomyces species to the pharmaceutical industry, most omics analyses have only been conducted on the model organism Streptomyces coelicolor. In recent years, protein phosphorylation on serine, threonine, and tyrosine (Ser, Thr, and Tyr, respectively) has been shown to play a crucial role in the regulation of numerous cellular processes, including metabolic changes leading to antibiotic production and morphological changes. In this study, we performed a comprehensive quantitative (phospho)proteomic analysis during the growth of S. rimosus under conditions of oxytetracycline production and pellet fragmentation. Liquid chromatography-tandem mass spectrometry (LC-MS/MS) analysis combined with phosphopeptide enrichment detected a total of 3,725 proteins, corresponding to 45.6% of the proteome and 417 phosphorylation sites from 230 phosphoproteins. Significant changes in abundance during three distinct growth phases were determined for 494 proteins and 98 phosphorylation sites. Functional analysis revealed changes in phosphorylation events of proteins involved in important cellular processes, including regulatory mechanisms, primary and secondary metabolism, cell division, and stress response. About 80% of the phosphoproteins detected during submerged growth of S. rimosus have not yet been reported in streptomycetes, and 55 phosphoproteins were not reported in any prokaryote studied so far. This enabled the creation of a unique resource that provides novel insights into the dynamics of (phospho)proteins and reveals many potential regulatory events during antibiotic production in liquid culture of an industrially important bacterium. IMPORTANCE Streptomyces rimosus is best known as a primary source of oxytetracycline (OTC). The significant global market value of OTC highlights the need for a better understanding of the regulatory mechanisms that lead to production of this antibiotic. Our study provides, for the first time, a detailed insight into the dynamics of (phospho)proteomic profiles during growth and antibiotic production in liquid culture of S. rimosus. Significant changes in protein synthesis and phosphorylation have been revealed for a number of important cellular proteins during the growth stages that coincide with OTC production and morphological changes of this industrially important bacterium. Most of these proteins have not been detected in previous studies. Therefore, our results significantly expand the insight into phosphorylation events associated with important cellular processes and antibiotic production; they also greatly increase the phosphoproteome of streptomycetes and contribute with newly discovered phosphoproteins to the database of prokaryotic phosphoproteomes. This can consequently lead to the design of novel research directions in elucidation of the complex regulatory network in Streptomyces.

Temporal dynamics of the Saccharopolyspora erythraea phosphoproteome

Actinomycetes undergo a dramatic reorganization of metabolic and cellular machinery during a brief period of growth arrest ("metabolic switch") preceding mycelia differentiation and the onset of secondary metabolite biosynthesis. This study explores the role of phosphorylation in coordinating the metabolic switch in the industrial actinomycete Saccharopolyspora erythraea. A total of 109 phosphopeptides from 88 proteins were detected across a 150-h fermentation using open-profile two-dimensional LC-MS proteomics and TiO(2) enrichment. Quantitative analysis of the phosphopeptides and their unphosphorylated cognates was possible for 20 pairs that also displayed constant total protein expression. Enzymes from central carbon metabolism such as putative acetyl-coenzyme A carboxylase, isocitrate lyase, and 2-oxoglutarate dehydrogenase changed dramatically in the degree of phosphorylation during the stationary phase, suggesting metabolic rearrangement for the reutilization of substrates and the production of polyketide precursors. In addition, an enzyme involved in cellular response to environmental stress, trypsin-like serine protease (SACE_6340/NC_009142_6216), decreased in phosphorylation during the growth arrest stage. More important, enzymes related to the regulation of protein synthesis underwent rapid phosphorylation changes during this stage. Whereas the degree of phosphorylation of ribonuclease Rne/Rng (SACE_1406/NC_009142_1388) increased during the metabolic switch, that of two ribosomal proteins, S6 (SACE_7351/NC_009142_7233) and S32 (SACE_6101/NC_009142_5981), dramatically decreased during this stage of the fermentation, supporting the hypothesis that ribosome subpopulations differentially regulate translation before and after the metabolic switch. Overall, we show the great potential of phosphoproteomic studies to explain microbial physiology and specifically provide evidence of dynamic protein phosphorylation events across the developmental cycle of actinomycetes.

Molecular regulation of antibiotic biosynthesis in streptomyces

Streptomycetes are the most abundant source of antibiotics. Typically, each species produces several antibiotics, with the profile being species specific. Streptomyces coelicolor, the model species, produces at least five different antibiotics. We review the regulation of antibiotic biosynthesis in S. coelicolor and other, nonmodel streptomycetes in the light of recent studies. The biosynthesis of each antibiotic is specified by a large gene cluster, usually including regulatory genes (cluster-situated regulators [CSRs]). These are the main point of connection with a plethora of generally conserved regulatory systems that monitor the organism's physiology, developmental state, population density, and environment to determine the onset and level of production of each antibiotic. Some CSRs may also be sensitive to the levels of different kinds of ligands, including products of the pathway itself, products of other antibiotic pathways in the same organism, and specialized regulatory small molecules such as gamma-butyrolactones. These interactions can result in self-reinforcing feed-forward circuitry and complex cross talk between pathways. The physiological signals and regulatory mechanisms may be of practical importance for the activation of the many cryptic secondary metabolic gene cluster pathways revealed by recent sequencing of numerous Streptomyces genomes.

Mycelium differentiation and antibiotic production in submerged cultures of Streptomyces coelicolor

Despite the fact that most industrial processes for secondary metabolite production are performed with submerged cultures, a reliable developmental model for Streptomyces under these culture conditions is lacking. With the exception of a few species which sporulate under these conditions, it is assumed that no morphological differentiation processes take place. In this work, we describe new developmental features of Streptomyces coelicolor A3(2) grown in liquid cultures and integrate them into a developmental model analogous to the one previously described for surface cultures. Spores germinate as a compartmentalized mycelium (first mycelium). These young compartmentalized hyphae start to form pellets which grow in a radial pattern. Death processes take place in the center of the pellets, followed by growth arrest. A new multinucleated mycelium with sporadic septa (second mycelium) develops inside the pellets and along the periphery, giving rise to a second growth phase. Undecylprodigiosin and actinorhodin antibiotics are produced by this second mycelium but not by the first one. Cell density dictates how the culture will behave in terms of differentiation processes and antibiotic production. When diluted inocula are used, the growth arrest phase, emergence of a second mycelium, and antibiotic production are delayed. Moreover, pellets are less abundant and have larger diameters than in dense cultures. This work is the first to report on the relationship between differentiation processes and secondary metabolite production in submerged Streptomyces cultures.

Protein tyrosine phosphorylation in streptomycetes

Using phosphotyrosine-specific antibodies, we demonstrate that in several Streptomyces spp. a variety of proteins are phosphorylated on tyrosine residues. Tyrosine phosphorylation was found in a number of Streptomyces species including Streptomyces lividans, Streptomyces hygroscopicus and Streptomyces lavendulae. Each species exhibited a unique pattern of protein tyrosine phosphorylation. Moreover, the patterns of tyrosine phosphorylation varied during the growth phase and were also influenced by culture conditions. We suggest that metabolic shifts during the complex growth cycle of these filamentous bacteria, and possibly secondary metabolic pathways, may be controlled by the action of protein tyrosine kinases and phosphatases, as has been demonstrated in signal transduction pathways in eukaryotic organisms.

The truth about antibiotics

Microbes produce millions of organic compounds of low molecular weight--a world of very diverse chemical and biological ecology. We propose that, at the low concentrations likely to be found in the environment, the majority of these compounds play important roles in the modulation of metabolic function in natural microbial communities. The biological diversity is reflected by distinct target responses affecting a variety of transcription regulatory networks by different mechanisms. This provides the basis of chemical signalling processes in the microbial world and may well extend into many prokaryote-eukaryote interactions.

Characterization of Streptomyces scabies mutants deficient in melanin biosynthesis

Streptomyces scabies, a causal agent of common scab, produces both melanin and a secondary metabolite called thaxtomin A. To establish a possible relation between melanin and thaxtomin A production in S. scabies, we carried out N-methyl-N′-nitro-N-nitrosoguanidine (NTG) mutagenesis and isolated 11 melanin-negative mutants of S. scabies EF-35. These mutants were characterized for thaxtomin A production, pathogenicity, sporulation, and stress resistance. Nine of these mutants showed a significant reduction in thaxtomin A production when compared with the wild strain. However, only a few mutants exhibited a reduced level of virulence or a loss in their ability to induce common scab symptoms on potato tubers. Other pleiotrophic effects, such as higher sensitivity to heavy metals and incapacity to sporulate under certain stress conditions, were also associated with a deficiency in melanin production.Key words: common scab, potato, secondary metabolism, stress, thaxtomin.

Gathering No Moss

I never imagined that I would be asked to write an autobiography in a microbiology tome. For that matter, little did I think that I would consider microbiology the most intriguing subject in the life sciences and the only field I wanted to study. My formal scientific training was in chemistry. This is a recounting of my conversion and the opportunities I have had to work in the microbial sciences with some of the major figures (and characters) during a period of marvelous intensity and productivity. I want to recognize and thank my many distinguished colleagues for the ways in which they have helped me to experience a fruitful and stimulating life as a microbiologist.

Streptomyces genetics: a genomic perspective

Streptomycetes are gram-positive, soil-inhabiting bacteria of the order Actinomycetales. These organisms exhibit an unusual, developmentally complex life cycle and produce many economically important secondary metabolites, such as antibiotics, immunosuppressants, insecticides, and anti-tumor agents. Streptomyces species have been the subject of genetic investigation for over 50 years, with many studies focusing on the developmental cycle and the production of secondary metabolites. This information provides a solid foundation for the application of structural and functional genomics to the actinomycetes. The complete DNA sequence of the model organism, Streptomyces coelicolor M145, has been published recently, with others expected to follow soon. As more genomic sequences become available, the rational genetic manipulation of these organisms to elucidate metabolic and regulatory networks, to increase the production of commercially important compounds, and to create novel secondary metabolites will be greatly facilitated. This review presents the current state of the field of genomics as it is being applied to the actinomycetes.

Proteomic studies of diauxic lag in the differentiating prokaryote Streptomyces coelicolor reveal a regulatory network of stress-induced proteins and central metabolic enzymes

Bacteria typically undergo intermittent periods of starvation and adaptation, emulated as diauxic growth in the laboratory. In association with growth arrest elicited by metabolic stress, the differentiating eubacterium Streptomyces coelicolor not only adapts its primary metabolism, but can also activate developmental programmes leading to morphogenesis and antibiotic biosynthesis. Here, we report combined proteomic and metabolomic data of S. coelicolor used to analyse global changes in gene expression during diauxic growth in a defined liquid medium. Cultures initially grew on glutamate, providing the nitrogen source and feeding carbon (as 2-oxoglutarate) into the TCA cycle, followed by a diauxic delay allowing reorientation of metabolism and a second round of growth supported by NH4+, formed during prediauxic phase, and maltose, a glycolytic substrate. Cultures finally entered stationary phase as a result of nitrogen starvation. These four physiological states had previously been defined statistically by their distinct patterns of protein synthesis and heat shock responses. Together, these data demonstrated that the rates of synthesis of heat shock proteins are determined not only by temperature increase but also by the patterns and rates of metabolic flux in certain pathways. Synthesis profiles for metabolic- and stress-induced proteins can now be interpreted by the identification of 204 spots (SWICZ database presented at http://proteom.biomed.cas.cz). Cluster analysis showed that the activity of central metabolic enzymes involved in glycolysis, the TCA cycle, starvation or proteolysis each displayed identifiable patterns of synthesis that logically underlie the metabolic state of the culture. Diauxic lag was accompanied by a structured regulatory programme involving the sequential activation of heat-, salt-, cold- and bacteriostatic antibiotic (pristinamycin I, PI)-induced stimulons. Although stress stimulons presumably provide protection during environmental- or starvation-induced stress, their identities did not reveal any coherent adaptive or developmental functions. These studies revealed interactive regulation of metabolic and stress response systems including some proteins known to support developmental programmes in S. coelicolor.

Principles of microbial alchemy: insights from the Streptomyces coelicolor genome sequence

The world's most creative producers of natural pharmaceutical compounds are soil-dwelling bacteria classified as Streptomyces. The availability of the recently completed Streptomyces coelicolor genome sequence provides a link between the folklore of antibiotics and other bioactive compounds to underlying biochemical, molecular genetic and evolutionary principles.

Growth phase-associated changes in protein expression in Mycobacterium smegmatis identify a new low molecular weight heat shock protein

De novo protein synthesis and the heat-shock response during different stages of bacterial culture of Mycobacterium smegmatis LR222 were investigated. A discontinuance in the increase in number of colony forming units occurred at mid-exponential phase of growth. This coincided with a plateau in the ATP content of the culture, a reduction in the synthesis of exponential phase proteins (58, 30.5, and 20 kDa), a transitory synthesis of a 32 kDa protein and the induction of stationary-phase proteins (48, 46, 31, 25, and 20 kDa). The response to heat shock showed a growth-phase dependency, with the highest fold-induction of the 75 kDa (DnaK) protein occurring during the transitory cessation in the increase in CFU, while the greatest increase of the 95 kDa, 66 kDa (GroEL), and approximately 17 kDa (a doublet) proteins occurred during stationary phase. The approximately 17 kDa doublet was resolved into four polypeptides by two-dimensional electrophoresis. Mass spectrometric analysis of the sequence of one polypeptide (named Hsp17-2, 16.8 kDa) revealed significant homology to a conserved, 16.2 kDa, hypothetical protein of unknown function in Mycobacterium tuberculosis H37Rv. The increased synthesis of Hsp17-2 in response to heat shock suggests that it may represent a new low molecular weight heat shock protein.

Genome resource utilization during prokaryotic development

The distributions of synthesis rates of expressed proteins in a liquid batch culture of the prokaryote S. coelicolor during 3 days' growth have been analyzed by using a law governing the relation between the synthesis rates and the corresponding ranks in a list of rates (the so-called simplified canonical law, scl), which we have found previously to characterize the distribution of prokaryotic protein expression. The scl remains valid throughout development and the two parameters of the distribution, q and r, evolve in a highly characteristic and revealing way. q is a measure of the degree to which available genomic resources are used, in the sense of exploiting their potential diversity. The passage from one developmental phase to another is marked by a sharp peak in q, as these resources are fully mobilized to deal with a crisis (i.e., exhaustion of the habitual food supply). This is followed by an even more pronounced trough, as the organism briefly focuses its resources on synthesizing just those proteins most essential for survival, especially those hitherto unavailable and needed for metabolizing the new nutrient source. The parameter r indicates redundancy among the most abundantly expressed proteins: higher r corresponds to more diversity; i.e., less duplication of function, hence less robustness. This parameter is relatively steady throughout the development of the culture, except for a pronounced peak during the developmental phase transition. This corresponds to the "emergency mode" characterized by extremely low q, during which a minimum repertoire of proteins is expressed.

Identification of a growth phase-dependent promoter in the rplJL operon of Streptomyces coelicolor A3(2)

A single promoter, rplJp (P(L10)), has been identified in the rplJL operon from Streptomyces coelicolor A3(2) by promoter probe and primer extension analyses. P(L10) is located upstream of the rplL gene and of the DNA encoding the mRNA leader region that contains the putative L10 (or L10.L12(4)) binding site for translational autogenous regulation. The potential start point for transcription was found 239 nucleotides upstream of the predicted translational start codon of rplJ. The promoter sequence shows -35 and -10 hexamers that resemble those of Streptomyces consensus Escherichia coli sigma(70)-like promoters and the rplJp from Streptomyces griseus. The amount of the transcript detected by primer extension analysis decreases during growth immediately after the transition phase, a slowdown in growth occurring during exponential phase associated with increases in ppGpp level. The temporal pattern of transcripts shows a clear correlation with the temporal pattern of L10 and L7/L12 protein synthesis reported in previous kinetic studies. This indicates that P(L10) is a growth phase-dependent promoter which may contribute, together with translational regulation, to the decrease in the synthesis of L10 and L7/L12 observed in liquid minimal medium. This is supported by results of promoter probe experiments. Although no significant promoter activity has been found by promoter probing in the rplJ and rplL intergenic region, an additional 5'-transcript end was detected by primer extension, probably as a result of mRNA processing event from a longer transcript. This may be required to maintain the 1:4 ratio observed for L10 and L7/L12 in the ribosomes.

Developmental control of stress stimulons in Streptomyces coelicolor revealed by statistical analyses of global gene expression patterns

Stress-induced regulatory networks coordinated with a procaryotic developmental program were revealed by two-dimensional gel analyses of global gene expression. Four developmental stages were identified by their distinctive protein synthesis patterns using principal component analysis. Statistical analyses focused on five stress stimulons (induced by heat, cold, salt, ethanol, or antibiotic shock) and their synthesis during development. Unlike other bacteria, for which various stresses induce expression of similar sets of protein spots, in Streptomyces coelicolor heat, salt, and ethanol stimulons were composed of independent sets of proteins. This suggested independent control by different physiological stress signals and their corresponding regulatory systems. These stress proteins were also under developmental control. Cluster analysis of stress protein synthesis profiles identified 10 different developmental patterns or "synexpression groups." Proteins induced by cold, heat, or salt shock were enriched in three developmental synexpression groups. In addition, certain proteins belonging to the heat and salt shock stimulons were coregulated during development. Thus, stress regulatory systems controlling these stimulons were implicated as integral parts of the developmental program. This correlation suggested that thermal shock and salt shock stress response regulatory systems either allow the cell to adapt to stresses associated with development or directly control the developmental program.

A phosphonate-induced gene which promotes Penicillium-mediated bioconversion of cis-propenylphosphonic acid to fosfomycin

Penicillium decumbens is able to epoxidize cis-propenylphosphonic acid (cPA) to produce the antibiotic fosfomycin [FOM; also referred to as phosphonomycin and (-)-cis-1,2-epoxypropylphosphonic acid], a bioconversion of considerable commercial significance. We sought to improve the efficiency of the process by overexpression of the genes involved. A conventional approach of isolating the presumed epoxidase and its corresponding gene was not possible since cPA epoxidation could not be achieved with protein extracts. As an alternative approach, proteins induced by cPA were detected by two-dimensional gel electrophoresis. The observation that a 31-kDa protein (EpoA) was both cPA induced and overaccumulated in a strain which more efficiently converted cPA suggested that it might take part in the bioconversion. EpoA was purified, its amino acid sequence was partially determined, and the corresponding gene was isolated from cosmid and cDNA libraries with oligonucleotide probes. The DNA sequence for this gene (epoA) contained two introns and an open reading frame encoding a peptide of 277 amino acids having some similarity to oxygenases. When the gene was subcloned into P. decumbens, a fourfold increase in epoxidation activity was achieved. epoA-disruption mutants which were obtained by homologous recombination could not convert cPA to FOM. To investigate the regulation of the epoA promoter, the bialaphos resistance gene (bar, encoding phosphinothricin acetyltransferase) was used to replace the epoA-coding region. In P. decumbens, expression of the bar reporter gene was induced by cPA, FOM, and phosphorous acid but not by phosphoric acid.

Pleiotropic effects of cAMP on germination, antibiotic biosynthesis and morphological development in Streptomyces coelicolor

In wild-type Streptomyces coelicolor MT1110 cultures, cyclic adenosine 3',5' monophosphate (cAMP) was synthesized throughout the developmental programme with peaks of accumulation both during germination and later when aerial mycelium and actinorhodin were being produced. Construction and characterization of an adenylate cyclase disruption mutant (BZ1) demonstrated that cAMP facilitated these developmental processes. Although pulse-labelling experiments showed that a similar germination process was initiated in BZ1 and MT1110, germ-tube emergence was severely delayed in BZ1 and never occurred in more than 85% of the spores. Studies of growth and development on solid glucose minimal medium (SMMS, buffered or unbuffered) showed that MT1110 and BZ1 produced acid during the first rapid growth phase, which generated substrate mycelium. Thereafter, on unbuffered SMMS, only MT1110 resumed growth and produced aerial mycelium by switching to an alternative metabolism that neutralized its medium, probably by reincorporating and metabolizing extracellular acids. BZ1 was not able to neutralize its medium or produce aerial mycelium on unbuffered SMMS; these defects were suppressed by high concentrations (>1 mM) of cAMP during early growth or on buffered medium. Other developmental mutants (bldA, bldB, bldC, bldD, bldG) also irreversibly acidified this medium. However, these bald mutants were not suppressed by exogenous cAMP or neutralizing buffer. BZ1 also differentiated when it was cultured in close proximity to MT1110, a property observed in cross-feeding experiments between bald mutants and commonly thought to reflect diffusion of a discrete positively acting signalling molecule. In this case, MT1110 generated a more neutral pH environment that allowed BZ1 to reinitiate growth and form aerial mycelium. The fact that actinorhodin synthesis could be induced by concentrations of cAMP (< 20 microM) found in the medium of MT1110 cultures, suggested that it may serve as a diffusible signalling molecule to co-ordinate antibiotic biosynthesis.

Acquisition of certain streptomycin-resistant (str) mutations enhances antibiotic production in bacteria

Physiological differentiation (including antibiotic production) in microorganisms usually starts when cells encounter adverse environmental conditions and is frequently accompanied by an increase in the accumulation of intracellular ppGpp. We have found that the acquisition of certain streptomycin-resistant (str) mutations enables cells to overproduce antibiotics, demonstrating an increase in productivity 5- to 50-fold greater than that of wild-type strains. The frequency of such antibiotic-overproducing strains among the str mutants was shown to range from 3 to 46%, as examined with several strains of the genera Streptomyces, Bacillus, and Pseudomonas. Analysis of str mutants from Bacillus subtilis Marburg 168 revealed that a point mutation occurred within the rpsL gene, which encodes the ribosomal protein S12, changing Lys-56 (corresponding to Lys-43 in Escherichia coli) to Asn, Arg, Thr, or Gln. Antibiotic productivity increased in a hierarchical manner depending upon which amino acid residue replaced Lys at this position. The strA1 mutation, a genetic marker frequently used for mapping, had no effect on antibiotic productivity even though it was found to result in an amino acid alteration of Lys-56 to Ile. Gene replacement experiments with the str alleles demonstrated unambiguously that the str mutation is responsible for the antibiotic overproductivity observed. These results offer a rational approach for improving the production of antibiotic (secondary metabolism) from microorganisms.

Adaptive classification of two-dimensional gel electrophoretic spot patterns by neural networks and cluster analysis

The interpretation of two-dimensional gel electrophoresis spot profiles can be facilitated by statistical and machine learning programs. Two different approaches to classification of spot profiles - cluster analysis and neural networks - are discussed. Neural networks for two different model patterns were designed and an algorithm for training of the net for the classification was developed. It was shown that the performance of neural networks is higher compared to cluster and principal component analysis. The possibility of combining both approaches into one process can increase reliability and speed of classification. Artificially created training sets with added random noise can be used for network training. The analysis was applied on the Streptomyces coelicolor developmental two-dimensional (2-D) gel database.

Constitution of the metabolic type of streptomycetes during the first hours of cultivation

Using the examples of biosynthesis of streptomycin, bialaphos, actinorhodin, oligoketides and autoregulators during the first hours of streptomycete cultivation, it is stressed that the external environment in cooperation with the internal metabolic abilities of the cell determines the metabolic type that would develop during the life cycle of the producing streptomycetes. If we accept that a certain metabolic type (from the point of view of the production of secondary metabolites) was determined already during the first hours of cultivation of the microorganisms, we must also admit that the availability of primary metabolites in the so-called production phase of growth (stationary phase, idiophase, etc.) is to a certain extent determined by the very early stages of strain development.

Identification of procaryotic developmental stages by statistical analyses of two-dimensional gel patterns

Multivariate statistical comparisons of two-dimensional protein (2-D) gel patterns were used for the first time to define stages of a biological developmental system. The differentiating procaryote, Streptomyces coelicolor, was radiolabeled in liquid cultures at 16 intervals during development, and radioactive proteins were separated and quantified on 2-D gels. Cluster, principal component, and correlation analyses classified these gel patterns into four distinct groups, each reflecting a pattern of gene expression specific for a stage of development. These studies focused our attention on a phase of arrested growth as a key regulatory transition leading to secondary metabolism and a phase of renewed growth. Proteins whose synthesis was switched on or off during the "transitional" phase (some 21 and 18, respectively) were identified and will be the focus of future studies designed to identify their physiological or regulatory function.

A Streptomyces griseus gene (sgaA) suppresses the growth disturbance caused by high osmolality and a high concentration of A-factor during early growth

A-factor (2-isocapryloyl-3R-hydroxymethyl-gamma-butyrolactone), produced in a growth-dependent manner, switches on secondary metabolite formation and morphological differentiation in Streptomyces griseus, presumably by binding to the A-factor receptor protein (ArpA)-DNA complex and releasing the repression caused by ArpA. In the A-factor-deficient mutant strain S. griseus HH1 a large deletion includes afsA which is required for A-factor production. Growth and aerial mycelium formation of strain HH1 on media containing high concentrations of sucrose, sorbitol, mannitol, KCl or NaCl was disturbed by the presence of a large amount of A-factor supplied either exogenously or by a high-copy-number plasmid carrying afsA. This disturbance did not occur on media of normal osmolality and was observed only when A-factor was supplied during the very early stage of growth, about 8 h after inoculation. In addition, neither the wild-type strain nor S. griseus KM7 defective in ArpA exhibited the disturbance. These observations suggest that the presence of a large amount of A-factor during the very early stage of growth, probably during the A-factor-sensitive stage, triggered abrupt and disordered expression of some genes. The effect was apparently mediated through ArpA in the A-factor regulatory cascade and disturbed the physiology of strain HH1 under high osmolality. A gene that suppressed the disturbance was identified 5.5 kb upstream of the afsA locus in the wild-type strain. The gene, named sgaA, encoded a protein of 264 aa with a calculated molecular mass of 28 kDa.

The peptide synthetase gene phsA from Streptomyces viridochromogenes is not juxtaposed with other genes involved in nonribosomal biosynthesis of peptides

By complementation of a previously described non-phosphinothricin tripeptide (PTT)-producing mutant, NTG1, which is blocked in nonribosomal synthesis of the peptide, a DNA fragment including the putative peptide synthetase gene phsA was isolated (W. Wohlleben, R. Alijah, J. Dorendorf, D. Hillemann, B. Nussbaumer, and S. Pelzer, Gene 115:127-132, 1992). Sequence analysis of phsA revealed that it encodes a protein of 622 amino acids with regions which are highly similar to core motifs characteristic for peptide synthetases. PhsA represents one functional domain of a peptide synthetase which is necessary for activation and condensation of one amino acid, probably N-acetyl-demethyl-phosphinothricin. With regard to the arrangement of the flanking genes, phsA is the first peptide synthetase gene which is not in the direct neighborhood of additional peptide synthetase genes involved in the formation of peptide antibiotics. Gene disruption mutants with internal fragments of phsA subcloned in temperature-sensitive pGM vectors were generated. Integration occurred either into the chromosomal copy of phsA or into a gene outside the known phsA locus, resulting in two classes of non-PTT-producing mutants. In cofeeding experiments the former phsA mutants showed the same phenotype as did NTG1, which confirmed participation of phsA in nonribosomal synthesis of PTT. A truncated phsA gene was overexpressed in Escherichia coli, and the resulting protein of 593 amino acids was purified for raising antibodies. By performing immunoblotting experiments, the expression of phsA could be detected in Streptomyces viridochromogenes Tü494 in the stationary-growth phase after 4 days of incubation.

Construction of thiostrepton-inducible, high-copy-number expression vectors for use in Streptomyces spp

A high-copy-number plasmid expression vector (pIJ6021) was constructed that contains a thiostrepton-inducible promoter, PtipA, from Streptomyces lividans 66. The promoter and ribosome-binding site of tipA lie immediately upstream from a multiple cloning site (MCS) which begins with a NdeI site (5'-CATATG) that includes the tipA translational start codon (ATG), allowing the synthesis of native proteins. Transcriptional terminators occur just upstream from PtipA and immediately downstream from the MCS. To demonstrate the utility of pIJ6021, two streptomycete genes and a growth hormone-encoding gene from flounder (Paralichthys olivaceus) were cloned in the vector and expressed in S. lividans or S. coelicolor A3(2). A derivative of pIJ6021, pIJ4123, has a unique NdeI site positioned downstream from a nucleotide sequence that encodes a His6 sequence and thrombin cleavage site. pIJ4123 can be used to produce His-tagged fusion proteins that can be readily purified by Ni(2+)-affinity chromatography; if necessary, the His6 tag can be removed by digestion with thrombin. The vectors contain a kanamycin-resistance-encoding gene for the selection of transformants.

Characterization of Streptomyces albus 18-kilodalton heat shock-responsive protein

In Streptomyces albus during the heat shock response, a small heat shock protein of 18 kDa is dramatically induced. This protein was purified, and internal sequences revealed that S. albus HSP18 showed a marked homology with proteins belonging to the family of small heat shock proteins. The corresponding gene was isolated and sequenced. DNA sequence analysis confirmed that the hsp18 gene product is an analog of the 18-kDa antigen of Mycobacterium leprae. No hsp18 mRNA could be detected at 30 degrees C, but transcription of this gene was strongly induced following heat shock. The transcription initiation site was determined by nuclease S1 protection. A typical streptomycete vegetative promoter sequence was identified upstream from the initiation site. Disruption mutagenesis of hsp18 showed that HSP18 is not essential for growth in the 30 to 42 degrees C temperature range. However, HSP18 is involved in thermotolerance at extreme temperatures.

Identification of cellular proteins involved in nikkomycin production in Streptomyces tendae Tü901

Expression of genes involved in nikkomycin production in Streptomyces tendae was investigated by two-dimensional gel electrophoresis of cellular proteins. Ten gene products (P1-P10) were identified that were synthesized when nikkomycin was produced; these proteins were not detected in non-producing mutants. N-terminal sequences of six of the 10 proteins were obtained by microsequencing of protein spots excised from preparative two-dimensional gels. Protein P8 was identified as L-histidine amino-transferase (HisAT), which has been previously correlated with nikkomycin production. By using oligonucleotide probes deduced from the N-terminal sequences of protein P2 and P6, we isolated an 8 kb BamHI fragment and a 6.5 kb PvuII fragment, respectively, from the genome of Streptomyces tendae Tü901. Restriction analyses revealed that both fragments overlapped within a region of 1.5 kb. Mapping of the oligonucleotide probe hybridizing sites indicated that the genes encoding protein P2 and P6 are closely spaced on the 8 kb BamHI fragment, and the latter is located on the overlapping region. DNA sequence analysis revealed that proteins P1 and P2 are encoded by a single gene, orfP1, that is translated at two initiation codons. The orfP1 gene was interrupted by homologous recombination using the integrating vector pWHM3. The gene-disrupted transformants did not produce nikkomycin, indicating that proteins P1 and P2 are essential for nikkomycin production. The data presented show that reverse genetics was successfully used to isolate genes involved in nikkomycin production.

Transcriptional analysis of groEL genes in Streptomyces coelicolor A3(2)

In Streptomyces coelicolor A3(2), synthesis of the groES, groES-groEL1 and groEL2 transcripts is induced either by heat shock or by undefined physiological stress signals present at a certain stage of growth. Under all conditions tested, transcription of groES and groES-groEL1 originated from a unique start site upstream of groES, whereas transcription of groEL2 originated from a unique site upstream of groEL2. RNA polymerase isolated either from heat-shocked or control mycelia allowed in vitro transcription from the P1 promoter of groES/EL1 and the P2 promoter of groEL2. The fact that these two RNA polymerase preparations both initiated transcription with equal efficiency from the same sites suggested that a heat shock-specific sigma factor is not responsible for the temperature-induced transcription of groE genes. Instead, regulation of these genes from vegetative-type promoters may be effected by a DNA-binding protein observed in gel retardation assays, which recognizes a motif found in the groE and dnaK promoter regions of many prokaryotic genes.

The use of protein synthesis elongation factor EF-Tu as internal calibration standard in two-dimensional electrophoretic studies of differentiation in Streptomyces

Protein synthesis elongation factor EF-Tu is presented as an internal calibration standard for quantitative analysis of two-dimensional (2-D) protein electrophoresis gels. EF-Tu was selected on the basis of concentration measurements in cell-free extracts from Streptomyces aureofaciens, grown under conditions leading to production of tetracyclines, and separated on one-dimensional (1-D) and 2-D electrophoresis gels. The results demonstrated that the amount of EF-Tu synthesized in S. aureofaciens under conditions of slow growth during production of tetracyclines is constant in proportion to all other de novo synthesized proteins regardless of their total number. This makes EF-Tu an ideal internal protein standard for quantitation of protein spots on 2-D electrophoresis gels. For such quantitative analysis we developed a computer-aided image analysis system which provides preparation of a gel image for further analysis including calibration, background subtraction and cleaning for streaking in both directions. The system can locate any resolvable spot in the gel and measure the integrated density of the spot, even in the case of irregular spot shape in crowded and overlapping spot regions.

Synthesis of ribosomal proteins during growth of Streptomyces coelicolor

Changes in expression of ribosomal protein genes during growth and stationary phase of Streptomyces coelicolor A3(2) in liquid medium were studied. Proteins being synthesized were pulse-labelled with [35S]-methionine, separated by two-dimensional polyacrylamide gel electrophoresis, and quantified using the BioImage computer software. Most of the ribosomal proteins were synthesized throughout the life cycle. Exceptions were two proteins whose synthesis drastically decreased at the approach of stationary phase. These two proteins were identified in purified ribosomes as homologues of Escherichia coli ribosomal proteins L10 and L7/L12, using antibodies raised against fusion proteins between these ribosomal proteins and Escherichia coli beta-galactosidase. The genes (rplJ and rplL) encoding the L10 and L7/L12 proteins were contained in a 1.2 kb BamHI fragment that was cloned and sequenced. The linkage and order of the genes coincide with other L10-L7/L12 operons. However, L11 and L1 genes were not present immediately upstream of the L10 gene, as is the case for E. coli and other bacteria. Instead, two open reading frames of unknown function were found immediately upstream of the L10 gene, in an adjacent 1.9 kb BamHI fragment.

Large genomic rearrangements of the unstable region in Streptomyces ambofaciens are associated with major changes in global gene expression

Global gene expression is dramatically altered by genomic rearrangements in Streptomyces ambofaciens RP181110. Partial genome mapping of two derivatives of strain RP181110 (strains NSA205 and NSA228) revealed rearrangements located in the unstable region of the genome (deletion in strain NSA228; deletion and amplification in strain NSA205). Computerized comparisons of pulse-labelled proteins separated by two-dimensional electrophoresis have revealed numerous differences in gene expression among the three strains during both exponential and stationary phases of growth: 31 proteins were absent in both mutant strains, 16 were absent only in strain NSA228, 17 were absent only in strain NSA205 and 9 were found to be present or overexpressed in strain NSA205. Thus, in spite of the scarcity of genetic markers in the unstable region and its dispensability for growth under laboratory conditions, these results suggest that it includes genes which are actively expressed. Spontaneous gene amplifications, which occur frequently in this region of the chromosome, can further activate their expression.

Accumulation of bldA-specified tRNA is temporally regulated in Streptomyces coelicolor A3(2)

Deletion of the bldA gene of Streptomyces coelicolor A3(2), which encodes the only tRNA for the rare UUA codon, had no obvious effects on primary growth but interfered with aerial mycelium formation and antibiotic production. To investigate the possible regulatory role of bldA, its transcription start point was identified, and time courses were determined for the appearance of its primary transcript, the processing of the primary transcript to give a mature 5' end, and the apparent efficiency of translation of ampC mRNA, which contains multiple UUA codons. The bldA promoter was active at all times, but processing of the 5' end of the primary transcript was comparatively inefficient in young cultures. This may perhaps involve an antisense RNA, evidence of which was provided by promoter probing and in vitro transcription. The presence of low levels of the processed form of the tRNA in young cultures followed by increased abundance in older cultures contrasted with the pattern observed for accumulation of a different, presumably typical tRNA which was approximately equally abundant throughout growth. The increased accumulation of the 5' processed form of bldA tRNA coincided with more-efficient translation of ampC mRNA in older cultures, supporting the hypothesis that in at least some physiological conditions, bldA may have a regulatory influence on events late in growth, such as morphological differentiation and antibiotic production.