Evolutionary algorithms and flow cytometry to examine the parameters influencing transconjugant formation

An evolutionary algorithm was used to determine the optimal combination of parameters for transconjugant formation. As a model system, a gfp tagged TOL plasmid pWW0 was chosen to examine transfer from Pseudomonas putida to Escherichia coli. A comparison of flow cytometry results with plating and microscopy showed that the majority of transconjugants were not culturable. The transconjugant ratio therefore was determined by flow cytometry. The evolutionary algorithm showed that the optimal conditions were obtained at 28 degrees C and at the highest nutrient concentrations. This work demonstrates that evolutionary algorithms can be used to find optimal parameter interactions in environmental microbiology.     

Excision and integration of degradative pathway genes from TOL plasmid pWW0.

WR211 is a transconjugant resulting from transfer of the 117-kilobase (kb) TOL degradative plasmid pWW0 into Pseudomonas sp. strain B13. The plasmid of this strain, pWW01211, is 78 kb long, having suffered a deletion of 39 kb. We show that WR211 contains the 39 kb that is missing from its plasmid, together with at least an additional 17 kb of pWW0 DNA integrated in another part of the genome, probably the chromosome. The ability of WR211 to grow on the TOL-specific substrate m-toluate is the result of expression of the TOL genes in this alternative location, whereas its inability to grow on m-xylene is caused by insertional mutagenesis by 3 kb of DNA of unknown origin in the xylR gene of this DNA. The resident plasmid pWW01211 plays no part in the degradative phenotype of WR211 since it can be expelled by mating in incompatible IncP9 resistance plasmid R2 or pMG18 without loss of the phenotype. This alternatively located DNA can be rescued back into the R2 and pMG18 plasmids as R2::TOL and pMG18::TOL recombinants by mating out into plasmid-free recipients and selecting for Mtol+ transconjugants. In all cases examined, these plasmids contained the entire R plasmid into which is inserted 59 kb of DNA, made up of 56 kb of pWW0 DNA and the 3-kb xylR insertion. Selection for faster growth on benzoate can lead to precise excision of the 39 kb from the TOL region of an R2::TOL recombinant, leaving a residual and apparently cryptic 17-kb segment of pWW0 DNA in the R plasmid.     

Chromosomal location of TOL plasmid DNA in Pseudomonas putida.

The soil isolate Pseudomonas putida MW1000 can grow on toluene and other hydrocarbons; in this respect it is similar to strains of Pseudomonas which carry the TOL plasmid. By conjugation experiments, the genes conferring these growth abilities have been shown to be located on the bacterial chromosome, linked to vil and catB. A 56-kilobase segment of the bacterial chromosome of MW strains carrying the TOL genes can transpose to the IncP-1 plasmid R18-18. Physical analysis of these TOL R18-18 hybrids has shown that the TOL segment is almost identical to the same region found in the TOL plasmid pWW0.     

Growth dependence of conjugation explains limited plasmid invasion in biofilms: an individual-based modelling study

Plasmid invasion in biofilms is often surprisingly limited in spite of the close contact of cells in a biofilm. We hypothesized that this poor plasmid spread into deeper biofilm layers is caused by a dependence of conjugation on the growth rate (relative to the maximum growth rate) of the donor. By extending an individual-based model of microbial growth and interactions to include the dynamics of plasmid carriage and transfer by individual cells, we were able to conduct in silico tests of this and other hypotheses on the dynamics of conjugal plasmid transfer in biofilms. For a generic model plasmid, we find that invasion of a resident biofilm is indeed limited when plasmid transfer depends on growth, but not so in the absence of growth dependence. Using sensitivity analysis we also find that parameters related to timing (i.e. a lag before the transconjugant can transfer, transfer proficiency and scan speed) and spatial reach (EPS yield, conjugal pilus length) are more important for successful plasmid invasion than the recipients' growth rate or the probability of segregational loss. While this study identifies one factor that can limit plasmid invasion in biofilms, the new individual-based framework introduced in this work is a powerful tool that enables one to test additional hypotheses on the spread and role of plasmids in microbial biofilms.     

Bacterial plasmid conjugation on semi-solid surfaces monitored with the green fluorescent protein (GFP) from Aequorea victoria as a marker

Horizontal transfer of the TOL plasmid was examined in Pseudomonas putida (Pp) KT2442 micro-colonies on semi-solid agar surfaces. Horizontal gene transfer is usually studied in large populations where all information is based on average estimates of the transfer events in the entire population. We have used the green fluorescent protein (GFP) from the jellyfish Aequorea victoria as a plasmid marker, in combination with single-cell observations. This provided hitherto unknown details on the distribution of cells active in conjugation. In the present study, donor cells containing the gfp gene expressed from the bacteriophage T7 Φ10 promoter on the TOL plasmid, and recipient cells expressing the corresponding phage RNA polymerase allowed us to monitor the occurrence of ex-conjugants as green fluorescent cells upon illumination with blue light (470–490 nm). Further, the recipients were labeled with the luxAB genes to distinguish micro-colonies of donor cells from recipient cells. We conclude that conjugal plasmid transfer in Pp KT2442 cells on semi-solid surfaces occurs mainly during a short period of time after the initial contact of donors and recipients, indicating that spread of the TOL plasmid is limited in static, but viable cultures.     

Retrotransfer of DNA in the rhizosphere

Retrotransfer of DNA refers to the phenomenon by which a plasmid travels from a host strain to a recipient one and returns to the original host, bringing with it DNA from the recipient. The resultant host strain with DNA from the recipient is called a retrotransconjugant. The retrotransfer phenomenon mediated by the TOL plasmid pWW0 and other plasmids has been documented on plates under optimal laboratory culture conditions, but never under natural conditions. In this work, we show that retrotransfer mediated by the IncP9 TOL pWW0 plasmid occurs in the rhizosphere, a niche in which the continuous supply of nutrients via root exudates allows cells to reach a high density. This suggests that this unusual sexual fertilization may be of great importance in lateral gene transfer. We also show that retrotransfer of DNA seems to require co-integration of the plasmid and the host chromosome and subsequent resolution, because a TOL plasmid with a mutation in the tnpR gene, encoding the resolvase of the Tn 4653 of the TOL plasmid, was self-transferred between Pseudomonas strains, but unable to mobilize chromosome.     

Conjugal TOL transfer from Pseudomonas putida to Pseudomonas aeruginosa: effects of restriction proficiency, toxicant exposure, cell density ratios, and conjugation detection method on observed transfer efficiencies

The effects of restriction proficiency and premating exposure to toxicants on conjugal transfer of the TOL plasmid between Pseudomonas spp. was investigated by examinations of filter matings. A Pseudomonas putida KT2442-derived strain carrying a gfp-tagged variant of the TOL plasmid was used as a donor, and both restriction-deficient (PAO1162N) and -proficient (PAO2002N) Pseudomonas aeruginosa strains were used as recipients. The in situ enumeration of conjugation events allowed us to obtain frequency estimates that were unbiased by transconjugant growth or plasmid retransfer. We observed a strong dependence of the plasmid transfer frequency on the initial donor-to-recipient ratio of surface matings, which invalidated the use of mass action-based plasmid transfer kinetic estimators. Careful control of the initial parental cell densities permitted evaluations of the true effects of restriction proficiency and toxicant exposure on TOL transfer. At standard donor-to-recipient ratios (10(-3) for PAO1162N and 2 x 10(1) for PAO2002N) and total cell densities (10(5) cells/mm(2) for PAO1162N and 10(6) cells/mm(2) for PAO2002N), plasmid transfer frequencies without toxicant exposure were approximately 10(-7) (events/mm(2))(-1) for PAO1162N and 10(-11) (events/mm(2))(-1) for PAO2002N based on in situ observations of conjugation events. The enumeration of transconjugants via selective plating yielded transfer frequencies that were up to 1 order of magnitude lower. Premating exposure to sodium dodecyl sulfate (1 to 10 mM) significantly increased the transfer frequency for the restriction-proficient strain PAO2002N (P < 0.05) but not for the restriction-deficient strain PAO1162N. On the other hand, premating exposure to ethanol, toluene, or phenol had no positive effect on the plasmid transfer frequency. Clearly, restriction proficiency provides a strong barrier to interspecific transfer of the TOL plasmid, and this barrier was only marginally attenuated by recipient exposure to toxicants within the ranges examined.     

Evolutionary conservation of genes coding for meta pathway enzymes within TOL plasmids pWW0 and pWW53.

Pseudomonas putida MT53 contains a TOL plasmid, pWW53, that encodes toluene-xylene catabolism. pWW53 is nonconjugative, is about 105 to 110 kilobase pairs (kbp) in size, and differs significantly in its restriction endonuclease digestion pattern and incompatibility group from the archetypal TOL plasmid pWW0. An RP4::pWW53 cointegrate plasmid, pWW53-4, containing about 35 kbp of pWW53 DNA, including the entire catabolic pathway genes, was formed, and a restriction map for KpnI, HindIII, and BamHI was derived. The entire regulated meta pathway genes for the catabolism of m-toluate were cloned into pKT230 from pWW53 on a 17.5-kbp HindIII fragment. The recombinant plasmid supported growth on m-toluate when mobilized into plasmid-free P. putida PaW130. A restriction map of the insert for 10 restriction enzymes was derived, and the locations of xylD, xylL, xylE, xylG, and xylF were determined by subcloning and assaying for their gene products in both Escherichia coli and P. putida hosts. Good induction of the enzymes by m-toluate and m-methylbenzyl alcohol but not by m-xylene was measured in P. putida, but little or no regulation was found in E. coli. The restriction map and the gene order showed strong similarities with published maps of the DNA encoding both the entire meta pathway operon (xylDLEGFJIH) and the regulatory genes xylS and xylR on the archetype TOL plasmid pWW0, suggesting a high degree of conservation in DNA structure for the catabolic operon on the two different plasmids.     

Genetic analysis of chromosomal operons involved in degradation of aromatic hydrocarbons in Pseudomonas putida TMB.

The catabolic pathway for the degradation of aromatic hydrocarbons encoded by Pseudomonas putida TMB differs from the TOL plasmid-encoded pathway as far as regulation of the upper pathway is concerned. We found, by analyzing Tn5-induced mutants and by Southern blot hybridization with appropriate probes derived from the TOL plasmid pWW0, that the catabolic genes of strain TMB were located on the bacterial chromosome and not on the 84-kb plasmid harbored by this strain. The catabolic genes of TMB and pWW0 had sequence homology, as shown by Southern blot hybridization, but differed significantly in their restriction patterns. The analysis of the mutants suggests that a regulatory mechanism similar to that present in pWW0 coexists in TMB with a second mode of regulation which is epistatic on the former and that the chromosomal region carrying the catabolic genes is prone to rearrangements and deletions.     

Establishment of New Genetic Traits in a Microbial Biofilm Community

Conjugational transfer of the TOL plasmid (pWWO) was analyzed in a flow chamber biofilm community engaged in benzyl alcohol degradation. The community consisted of three species, Pseudomonas putida RI, Acinetobacter sp. strain C6, and an unidentified isolate, D8. Only P. putida RI could act as a recipient for the TOL plasmid. Cells carrying a chromosomally integrated lacI^q gene and a lacp-gfp-tagged version of the TOL plasmid were introduced as donor strains in the biofilm community after its formation. The occurrence of plasmid-carrying cells was analyzed by viable-count-based enumeration of donors and transconjugants. Upon transfer of the plasmids to the recipient cells, expression of green fluorescence was activated as a result of zygotic induction of the gfp gene. This allowed a direct in situ identification of cells receiving the gfp-tagged version of the TOL plasmid. Our data suggest that the frequency of horizontal plasmid transfer was low, and growth (vertical transfer) of the recipient strain was the major cause of plasmid establishment in the biofilm community. Employment of scanning confocal laser microscopy on fixed biofilms, combined with simultaneous identification of P. putida cells and transconjugants by 16S rRNA hybridization and expression of green fluorescence, showed that transconjugants were always associated with noninfected P. putida RI recipient microcolonies. Pure colonies of transconjugants were never observed, indicating that proliferation of transconjugant cells preferentially took place on preexisting P. putida RI microcolonies in the biofilm.     

Evolutionary relationships between catabolic pathways for aromatics: Conservation of gene order and nucleotide sequences of catechol oxidation genes of pWW0 and NAH7 plasmids

Summary TOL plasmid pWW0 and plasmid NAH7 encode catabolic enzymes required for oxidative degradation of toluene and naphthalene, respectively. The gene order of the catabolic operon of NAH7 for salicylate oxidation was determined to be: promoter-nahG (the structural gene for salicylate hydroxylase)-nahH (catechol 2,3-dioxygenase)-nahI (hydroxymuconic semialdehyde dehydrogenase)-nahN (hydroxymuconic semialdehyde hydrolase)-nahL (2-oxopent-4-enoate hydratase). This order is identical to that of the isofunctional genes of TOL plasmid pWW0. The complete nucleotide sequence of nahH was determined and compared with that of xylE, the isofunctional gene of TOL plasmid pWW0. There were 20% and 16% differences in their nucleotide and amino acid sequences, respectively. The homology between the NAH7 and TOL pWW0 plasmids ends upstream of the Shine-Dalgarno sequences of nahH and xylE, but the homology continues downstream of these genes. This observation suggested that genes for the catechol oxidative enzymes of NAH7 and TOL pWW0 were derived from a common ancestral sequence which was transferred as a discrete segment of DNA between plasmids.     

Naturally occurring TOL plasmids in Pseudomonas strains carry either two homologous or two nonhomologous catechol 2,3-oxygenase genes

Structural genes for catechol 2,3-oxygenase (C23O) were cloned from the TOL plasmids pWW5, pWW14, pWW74, pWW84, and pWW88 isolated from Pseudomonas strains of diverse geographical origins. Each pKT230-based C23O+ recombinant plasmid carried a 2.05-kilobase XhoI insert which showed strong homology in Southern hybridizations with the xylE gene from the archetype TOL plasmid pWW0. Fragments were mapped for restriction endonuclease sites and were classified into two closely related groups on the basis of restriction maps. C23O structural genes were located on cloned fragments by a combination of subcloning and site-specific mutagenesis. All five TOL plasmids examined yielded clones whose maps differed from that of xylE of pWW0 by only a single XbaI site, but in addition plasmids pWW5, pWW74, and pWW88 carried a second, homologous C23O gene with seven further restriction site differences. The remaining plasmids, pWW14 and pWW84, carried a second nonhomologous C23O gene related to the second C23O gene (C23OII) of TOL plasmid pWW15 described previously (H. Keil, M. R. Lebens, and P. A. Williams, J. Bacteriol. 163:248-255, 1985). Thus, each naturally occurring TOL plasmid in this study appears to carry genes for two meta cleavage dioxygenases.     

Microscopic methods for distinguishing among three cell types in TOL plasmid-carrying Pseudomonas putida cultures

Microscopic methods were developed that enable the sensitive quantification of different cell types that are generated by plasmid instability processes when Pseudomonas putida PaW164 (X+), which carries a TOL plasmid (pWW0-164), is grown in chemostat culture. Cells that have lost the structural TOL genes (X-) or the entire TOL plasmid (X0) can be quantified in a background of 6000 X+ cells using catechol agarose miniplates. X0 cells can be quantified in a background of 3500 X+ or X- cells using carbenicillin agarose miniplates. These methods represent significant improvements in sensitivity over conventional plating methods.     

The TOL Plasmid pWW0 xylN Gene Product from Pseudomonas putida Is Involved in m-Xylene Uptake

The upper operon of the TOL plasmid pWW0 of Pseudomonas putida encodes a set of enzymes involved in the conversion of toluene and xylenes to their carboxylic acid derivatives. The last gene of the upper operon, xylN, encodes a 465-amino-acid polypeptide which exhibits significant sequence similarity to FadL, an outer membrane protein involved in fatty acid transport in Escherichia coli. To analyze the role of the xylN gene product, xylN on TOL plasmid pWW0 was disrupted by inserting a kanamycin resistance gene, and the phenotypes of P. putida harboring the wild-type and xylN mutant TOL plasmids were characterized. The growth of P. putida harboring the wild-type TOL plasmid was inhibited by a high concentration of m-xylene, while that of P. putida harboring the xylN mutant TOL plasmid was not. The apparent K(s) value for the oxidation of m-xylene in intact cells of the xylN mutant was fourfold higher than that of the wild-type strain, although the TOL catabolic enzyme activities in cell extracts from the two strains were almost identical. We therefore presume that the xylN gene product is a porin involved in the transport of m-xylene and its analogues across the outer membrane. Western blot analysis confirmed the localization of XylN in the outer membrane.     

Identification of chromosomally integrated TOL DNA in cured derivatives of Pseudomonas putida PAW1.

Some plasmid-free Tol- strains derived from Pseudomonas putida PAW1 (which carries the TOL plasmid pWW0) have a segment of TOL DNA located chromosomally. Of three independently isolated strains, PAW86 had an integrated TOL segment of 16 kilobases and PAW85 had two copies of this segment in different chromosomal locations, whereas the chromosomal DNA of PAW82 showed no homology with the TOL plasmid. In cultures of the parental strain, it appears that a 56-kilobase TOL DNA segment is located chromosomally in some cells.     

Survival in soils of an herbicide-resistant Pseudomonas putida strain bearing a recombinant TOL plasmid.

Pseudomonas putida EEZ15(pWW0-EB62) is a phosphinothricin (PPT)-resistant strain with a recombinant TOL plasmid which allows the strain to grow on p-ethylbenzoate. The survival of this strain in sterile agricultural soils depends on the physicochemical properties of the soil. The recombinant pWW0-EB62 plasmid and its catabolic functions were stable for periods of up to 1 month in bacteria introduced in unamended soils and only conferred selective advantage to the host bacteria without the plasmid or with the natural pWW0 plasmid when the soils were amended with low amounts of p-ethylbenzoate. The addition to soils of aromatics that are cometabolized by P. putida EEZ15(pWW0-EB62) had a detrimental effect on the survival of the bacteria, whereas low amounts of aromatics that are not metabolized by this bacterium had no effect on their survival. Survival of P. putida EEZ15(pWW0-EB62) was better at 4 and 25 degrees C than at 37 degrees C. The host bacterium carrying the recombinant pWW0-EB62 plasmid was established in unsterile soils.     

Conjugational transfer of recombinant DNA in cultures and in soils: host range of Pseudomonas putida TOL plasmids.

Recombinant TOL plasmid pWWO-EB62 allows Pseudomonas putida to grow on p-ethylbenzoate. This plasmid can be transferred to other microorganisms, and its catabolic functions for the metabolism of alkylbenzoates are expressed in a limited number of gram-negative bacteria, including members of pseudomonad rRNA group I and Escherichia coli. Transfer of the recombinant plasmid to Erwinia chrysanthemi was observed, but transconjugants failed to grow on alkylbenzoates because they lost catabolic functions. Pseudomonads belonging to rRNA groups II, III, and IV, Acinetobacter calcoaceticus, and Alcaligenes sp. could not act as recipients for TOL, either because the plasmid was not transferred or because it was not stably maintained. The frequency of transfer of pWWO-EB62 from P. putida as a donor to pseudomonads belonging to rRNA group I was on the order of 1 to 10(-2) transconjugant per recipient, while the frequency of intergeneric transfer ranged from 10(-3) to 10(-7) transconjugant per recipient. The profile of potential hosts was conserved when the donor bacterium was Escherichia coli or Erwinia chrysanthemi instead of P. putida. No intergeneric gene transfer of the recombinant TOL plasmid was observed in soils; however, intraspecies transfer did take place. Intraspecies transfer of TOL in soils was affected by the type of soil used, the initial inoculum size, and the presence of chemicals that could affect the survival of the donor or recipient bacteria.     

Conjugational transfer of recombinant DNA in cultures and in soils: host range of Pseudomonas putida TOL plasmids.

Recombinant TOL plasmid pWWO-EB62 allows Pseudomonas putida to grow on p-ethylbenzoate. This plasmid can be transferred to other microorganisms, and its catabolic functions for the metabolism of alkylbenzoates are expressed in a limited number of gram-negative bacteria, including members of pseudomonad rRNA group I and Escherichia coli. Transfer of the recombinant plasmid to Erwinia chrysanthemi was observed, but transconjugants failed to grow on alkylbenzoates because they lost catabolic functions. Pseudomonads belonging to rRNA groups II, III, and IV, Acinetobacter calcoaceticus, and Alcaligenes sp. could not act as recipients for TOL, either because the plasmid was not transferred or because it was not stably maintained. The frequency of transfer of pWWO-EB62 from P. putida as a donor to pseudomonads belonging to rRNA group I was on the order of 1 to 10(-2) transconjugant per recipient, while the frequency of intergeneric transfer ranged from 10(-3) to 10(-7) transconjugant per recipient. The profile of potential hosts was conserved when the donor bacterium was Escherichia coli or Erwinia chrysanthemi instead of P. putida. No intergeneric gene transfer of the recombinant TOL plasmid was observed in soils; however, intraspecies transfer did take place. Intraspecies transfer of TOL in soils was affected by the type of soil used, the initial inoculum size, and the presence of chemicals that could affect the survival of the donor or recipient bacteria.     

Measuring the rate of conjugal plasmid transfer in a bacterial population using quantitative PCR

Horizontal transfer of genes between species is an important mechanism for bacterial genome evolution. In Escherichia coli, conjugation is the transfer from a donor (F⁺) to a recipient (F⁻) cell through cell-to-cell contact. We demonstrate what we believe to be a novel qPCR method for quantifying the transfer kinetics of the F plasmid in a population by enumerating the relative abundance of genetic loci unique to the plasmid and the chromosome. This approach allows us to query the plasmid transfer rate without the need for selective culturing with unprecedented single locus resolution. We fit the results to a mass action model where the rate of plasmid growth includes the lag time of newly formed F⁺ transconjugants and the recovery time between successive conjugation events of the F⁺ donors. By assaying defined mixtures of genotypically identical donor and recipient cells at constant inoculation densities, we extract an F plasmid transfer rate of 5 × 10⁻¹⁰ (cells/mL · min)⁻¹. We confirm a plasmid/chromosome ratio of 1:1 in homogenous F⁺ populations throughout batch growth. Surprisingly, in some mixture experiments we observe an excess of F plasmid in the early saturation phase that equilibrates to a final ratio of one plasmid per chromosome.     

Survival in soils of an herbicide-resistant Pseudomonas putida strain bearing a recombinant TOL plasmid

Pseudomonas putida EEZ15(pWW0-EB62) is a phosphinothricin (PPT)-resistant strain with a recombinant TOL plasmid which allows the strain to grow on p-ethylbenzoate. The survival of this strain in sterile agricultural soils depends on the physicochemical properties of the soil. The recombinant pWW0-EB62 plasmid and its catabolic functions were stable for periods of up to 1 month in bacteria introduced in unamended soils and only conferred selective advantage to the host bacteria without the plasmid or with the natural pWW0 plasmid when the soils were amended with low amounts of p-ethylbenzoate. The addition to soils of aromatics that are cometabolized by P. putida EEZ15(pWW0-EB62) had a detrimental effect on the survival of the bacteria, whereas low amounts of aromatics that are not metabolized by this bacterium had no effect on their survival. Survival of P. putida EEZ15(pWW0-EB62) was better at 4 and 25 degrees C than at 37 degrees C. The host bacterium carrying the recombinant pWW0-EB62 plasmid was established in unsterile soils.