Abstract
Free full text
Generation of a highly attenuated strain of Pseudomonas aeruginosa for commercial production of alginate
Summary
Alginate is an important polysaccharide that is commonly used as a gelling agent in foods, cosmetics and healthcare products. Currently, all alginate used commercially is extracted from brown seaweed. However, with environmental changes such as increasing ocean temperature and the increasing number of biotechnological uses of alginates with specific properties, there is an emerging need for more reliable and customizable sources of alginate. An alternative to seaweed for alginate production is Pseudomonas aeruginosa, a common Gram‐negative bacterium that can form alginate‐containing biofilms. However, P. aeruginosa is an opportunistic pathogen that can cause life‐threatening infections in immunocompromised patients. Therefore, we sought to engineer a non‐pathogenic P. aeruginosa strain that is safe for commercial production of alginate. Using a homologous recombination strategy, we sequentially deleted five key pathogenicity genes from the P. aeruginosa chromosome, resulting in the marker‐free strain PGN5. Intraperitoneal injection of mice with PGN5 resulted in 0% mortality, while injection with wild‐type P. aeruginosa resulted in 95% mortality, providing evidence that the systemic virulence of PGN5 is highly attenuated. Importantly, PGN5 produces large amounts of alginate in response to overexpression of MucE, an activator of alginate biosynthesis. The alginate produced by PGN5 is structurally identical to alginate produced by wild‐type P. aeruginosa, indicating that the alginate biosynthetic pathway remains functional in this modified strain. The genetic versatility of P. aeruginosa will allow us to further engineer PGN5 to produce alginates with specific chemical compositions and physical properties to meet different industrial and biomedical needs.
Abstract
This paper describes the development of a safe bacterial strain as a microbial cell factory for commercial production of alginate through a systemic approach to remove pathogenicity genes from the chromosome of Pseudomonas aeruginosa.
Introduction
Alginate is a commercially important biopolymer produced by brown seaweed and some species of bacteria. The polymer is a polysaccharide composed of the uronic acid stereoisomers, α‐l‐guluronic acid (G) and β‐d‐mannuronic acid (M) (Haug et al., 1966). The relative abundance and distribution, as well as chemical modification of these monomers, determine the physical characteristics of the polymer. For example, regions enriched with repeating G residues (G‐blocks) result in a more rigid alginate structure, while alginate polymers with an abundance of M residues (M‐blocks) have a more flexible structure, and acetylation of M monomers increases fluid absorption by the polymer (Smithsrød and Whittington, 1969; Stokke et al., 1993; Vold et al., 2006). The industrial utility of alginate is primarily due to its biocompatibility and its ability to form sodium and calcium gels.
Alginate is a common additive to foods and cosmetics, often used as a gelling agent, and has many applications in the medical industry as well (Helgerud et al., 2009). For example, alginate hydrogels are used in advanced wound care dressings to absorb fluid, providing a moist environment to decrease infection risk and speed up wound closure (Paul and Sharma, 2004). Alginate is also used as an excipient for tablets and is a common bio‐ink used to form biocompatible, non‐immunogenic frameworks for the 3D printing of tissues and organs (Augst et al., 2006; Andersen et al., 2012; Lee and Mooney, 2012). New studies are highlighting exciting new health benefits of alginate, especially for its antioxidant and anti‐inflammatory properties (Liu et al., 2017; Qu et al., 2017; Mortazavi‐Jahromi et al., 2018; Taeb et al., 2018). For example, a recent study in osteoporosis patients with degenerative lumbar disease showed that oral administration of alginate nanoparticles after corrective surgery increased antioxidant and anti‐inflammatory agents such as superoxide dismutase (SOD) and interleukin‐1 receptor antagonist (IL‐1ra) while decreasing markers of inflammation and oxidative stress such as alanine aminotransferase (ALT) and interleukin 1β (IL‐1β) (Qu et al., 2017). Additionally, oral administration of alginate devoid of G residues (i.e. polymannuronic acid) to mice counteracted the inflammatory and obesogenic effects of a high‐fat, high‐sucrose diet, possibly through modulating the composition of the gut microbiota (Liu et al., 2017).
Currently, all alginate used commercially is extracted from brown seaweed (Peteiro, 2018). However, increases in ocean temperature and CO2 levels as a result of climate change are a looming threat to seaweed habitats and alginate yields. While laboratory cultivation of brown seaweed is possible, it is expensive. Additionally, the ability to tailor the composition of seaweed alginate (e.g. M:G ratio) to suit specific applications is limited. Thus, there is a growing need for more reliable and customizable sources of alginate.
The only other known sources of alginate are from cultures of bacterial species of the genera Azotobacter and Pseudomonas (Gorin and Spencer, 1966; Linker and Jones, 1966; Govan et al., 1981). Though the potential for commercialization of bacterial alginate has long been recognized and researched, seaweed remains the sole source of commercially available alginate (Rehm and Valla, 1997; Remminghorst and Rehm, 2006; Hay et al., 2013). Among the bacteria that produce alginate, alginate biosynthesis has been best studied in Pseudomonas aeruginosa. P. aeruginosa is a ubiquitous Gram‐negative bacterium found in soil, water and man‐made environments. However, it is also an opportunistic pathogen that can cause life‐threatening infections in immunocompromised patients, including those with respiratory infections, urinary tract infections, bacteraemia and underlying disease such as cystic fibrosis (Lyczak et al., 2002; Driscoll et al., 2007). P. aeruginosa has a large genome and harbours genes for the production of many secreted virulence factors, including proteases, exoenzymes, exotoxins and lipases (Gellatly and Hancock, 2013). In addition to secreted toxins, the cell envelope of P. aeruginosa contains virulence factors such as flagella, adhesins and lipopolysaccharide (LPS) in its outer membrane (Gellatly and Hancock, 2013). Pseudomonas aeruginosa is also capable of forming biofilms that protect the organism from environmental stressors, including dehydration, predation, antibiotics and host defences (Schwarzmann and Boring, 1971; Govan and Fyfe, 1978; Nivens et al., 2001; Pier et al., 2001; Leid et al., 2005). The P. aeruginosa biofilm is rich in alginate (Pedersen et al., 1990).
In P. aeruginosa, alginate is polymerized, modified and secreted by a multiprotein complex that spans the inner and outer membranes of the organism (Franklin et al., 2011; Hay et al., 2013). The proteins that make up this complex are expressed from the alginate biosynthetic operon, which contains 12 coding sequences (algD, alg8, alg44, algK, algE, algG, algX, algL, algI, algJ, algF and algA), as well as one separately localized gene (algC) (Chitnis and Ohman, 1993). These genes are highly conserved between bacterial species known to produce alginate. In P. aeruginosa, expression of this operon is controlled by the autoregulating sigma factor AlgU, which is expressed from the alginate regulatory operon (algU, mucA, mucB, mucC, mucD) (Deretic et al., 1994; Firoved and Deretic, 2003). AlgU is a major regulator of alginate biosynthesis, and its activity is highly regulated. A major regulator of AlgU is MucA, a protein that binds and sequesters AlgU to the inner membrane (Schurr et al., 1996; Xie et al., 1996; Mathee et al., 1997). Positive regulators of alginate biosynthesis usually act via degradation of MucA to release AlgU, leading to expression of the biosynthetic operon and alginate production.
Extracting and using alginate produced by P. aeruginosa is problematic due to the potential pathogenicity of the organism, as well as low and inconsistent alginate yields in wild‐type strains. Our group previously reported that overexpression of a novel activator of alginate biosynthesis, MucE, induces a mucoid phenotype and consistent overproduction of alginate by activating the protease AlgW to cleave MucA, thus activating AlgU (Qiu et al., 2007). We now report that by deleting five key virulence factor genes from the chromosome of a wild‐type P. aeruginosa strain, we have created a non‐pathogenic strain, PGN5. Significantly, this strain is still able to produce large quantities of alginate upon deliberate activation of the alginate biosynthetic pathway through MucE overexpression. We have collected structural data to show that alginate produced by PGN5 is identical to that of wild‐type P. aeruginosa. Therefore, PGN5 may provide a suitable alternative to seaweed for producing alginate that is safe for human use. Additionally, further genetic manipulation of PGN5 can potentially provide a reliable source of alginates and other recombinant proteins with specific physical properties to suit different industrial and biomedical needs.
Results
Deletion of five key pathogenicity genes in P. aeruginosa
To generate an attenuated strain of P. aeruginosa for production of alginate, the following virulence factor genes were sequentially deleted from the chromosome of the wild‐type strain PAO1: toxA, plcH, phzM, wapR and aroA. toxA encodes the secreted toxin Exotoxin A, which inhibits protein synthesis in the host by deactivating elongation factor 2 (EF‐2) (Iglewski et al., 1977; Michalska and Wolf, 2015). plcH encodes the secreted toxin haemolytic phospholipase C, which acts as a surfactant and damages host cell membranes. phzM encodes phenazine‐specific methyltransferase, an enzyme required for the production of the redox active, pro‐inflammatory, blue–green secreted pigment, pyocyanin (Rada and Leto, 2013). wapR encodes a rhamnosyltransferase involved in synthesizing O‐antigen, a component of lipopolysaccharide (LPS) of the outer membrane of the organism. aroA encodes 3‐phosphoshikimate 1‐carboxyvinyltransferase, which is required intracellularly for aromatic amino acid synthesis. Deletion of aroA from the P. aeruginosa genome has previously been shown to attenuate the pathogenicity of this bacterium (Priebe et al., 2002). Each gene was successfully deleted using a homologous recombination strategy with the pEX100T‐Not1 plasmid (Schweizer and Hoang, 1995; Damron et al., 2009). The in‐frame, marker‐less deletion of these five gene sequences was verified by Sanger sequencing and by whole‐genome re‐sequencing (Fig. 1). We have designated this engineered strain as PGN5. The whole‐genome sequence of PGN5 has been deposited to NCBI GenBank with an accession number of CP032541. Overall, the PGN5 genome was similar to PAO1 (Fig. S1, Tables S1–S3). Gaps in the PGN5 sequence included regions of the genes toxA, plcH, phzM, wapR and aroA (Table S3).
To verify gene deletion and attenuation of the PGN5 strain, the presence of the products of the deleted genes was measured and was either undetectable, or significantly reduced in the PGN5 strain. To test for the toxA gene deletion in PGN5, we performed a Western blot analysis for the presence of Exotoxin A secreted into the culture medium. The extracellular fractions of PAO1 and PGN5 were similar in their banding profiles with a Coomassie total protein stain (Fig. S2). However, extracellular Exotoxin A was detected in wild‐type PAO1 control, but not in the PGN5 strain (Fig. 2A). To confirm the loss of plcH, we assessed haemolysis on blood agar. The haemolytic assay was carried out by streaking PAO1, PGN5, P. aeruginosa mucoid strain VE2 (i.e. PAO1+mucE) and a negative control, Escherichia coli strain BL21 on blood agar plates. A clear zone was observed surrounding PAO1 and VE2 cell growth, indicating complete (β‐) haemolysis (Fig. 2B). In contrast, the blood agar remained red and opaque surrounding PGN5 and BL21 growth, indicating negligible or no haemolytic activity in these strains (Fig. 2B). To assess for deletion of phzM, we extracted and measured the amount of pyocyanin secreted by PAO1 and PGN5. The amount of pyocyanin detected was significantly reduced in PGN5 (Fig. 2C). In fact, the difference in pigment production between PAO1 and PGN5 was immediately apparent on agar plates (Fig. 3A and B). To test for wapR gene deletion, we performed an LPS extraction, followed by silver‐stained SDS‐PAGE and Western blot on the following strains: PAO1, PGN4 (PGN5 without aroA deletion), VE2 and PAO1wbpL, which serves as a negative control due to a deletion in the O‐antigen ligase gene and thus produces no O‐antigen. The presence of O‐antigen was detected in PGN4, but the level of LPS banding was significantly reduced compared to the LPS banding profile observed in PAO1 and VE2 (Fig. 2D). Lastly, to test for aroA deletion, ELISA was performed to detect the presence of 3‐phosphoshikimate 1‐carboxyvinyltransferase in cell lysates prepared from PAO1 and PGN5. The ELISA results showed that the amount of 3‐phosphoshikimate 1‐carboxyvinyltransferase was significantly reduced in PGN5, compared to that in PAO1 (Fig. 2E). Additionally, the deletion of aroA resulted in slower growth in the PGN5 strain, a growth defect that was restored with the addition of 1 mg/mL of aromatic amino acids (W, Y, F) to the culture medium (Fig. S3), consistent with previous observations (Priebe et al., 2002).
P. aeruginosa strain PGN5 produces a high amount of alginate
PAO1, the parent strain of PGN5, is a wild‐type P. aeruginosa strain that produces relatively small amounts of alginate and exhibits a non‐mucoid phenotype; thus, PGN5 is also non‐mucoid when cultured (Fig. 3A). In PAO1, the alginate biosynthetic operon, which contains genes required for alginate production, is negatively regulated. Activation of this operon leads to alginate production and a mucoid phenotype. For example, the P. aeruginosa strain VE2 (i.e. PAO1+mucE) displays high levels of alginate production and a mucoid phenotype (Fig. 3B) (Qiu et al., 2007). This strain was generated through a mariner‐based transposition mutagenesis on PAO1 and carries a gentamicin resistance cassette upstream of the mucE gene, which drives its overexpression. The mucoid phenotype in this strain is stable, with no observed reversion to non‐mucoidy after over 12 passages on non‐selective media. Thus, overexpression of MucE, an activator of the alginate biosynthetic pathway, induces a strong and stable mucoid phenotype in the PAO1 strain. The plasmid pUCP20‐pGm‐mucE, which constitutively overexpresses MucE, was used to test whether the genetically modified PGN5 strain could produce alginate (Qiu et al., 2007). Indeed, the presence of this plasmid in PGN5 (PGN5+mucE) induced a mucoid phenotype (Fig. 3B). Through over 12 passages on non‐selective media, the predominant phenotype of PGN5+mucE colonies is mucoid; however, some reversion to non‐mucoidy occurs. Thus, the mucoid phenotype in this strain is relatively less stable than VE2, presumably because overexpression of MucE occurs from a plasmid, rather than a chromosomal locus. To measure the amount of alginate produced by PGN5+mucE on a cellular level, we performed a standard carbazole assay, which showed that the PGN5+mucE and VE2 strains produce comparable amounts of alginate (Fig. 3C). Indeed, VE2 and PGN5+mucE produced averages of 24.49 ± 1.64 g l−1 and 26.41 ± 3.39 g l−1 of alginate (dry weight) respectively.
To examine whether the alginate produced by PGN5+mucE was similar in composition to alginate produced by VE2, we performed HPLC to compare the M and G content of alginate produced by each strain. The HPLC chromatograms obtained from alginate prepared from VE2 and PGN5+mucE were similar to each other and to a seaweed alginate control (FMC 8133) (Fig. 3D). The M:G ratios of VE2 and PGN5+mucE were consistently determined around 80:20, while seaweed alginate was consistently around 70:30. To confirm that the physical properties of VE2 and PGN5+mucE alginates were also similar, we prepared 2% sodium alginate gels from alginate produced by each strain, as well as two different commercial seaweed controls (Sigma 2158 and Sigma 180947) and measured the viscosity and yield stress. The average viscosities of VE2 and PGN5+mucE alginate gels were consistent and comparable at 73.58 and 72.12 mPa respectively (Fig. 3E). While the viscosities of seaweed alginate gels varied between samples, viscosities of VE2 and PGN5+mucE alginate gels were within the range of gels prepared from seaweed alginate (Fig. 3E). Likewise, the average yield stress of VE2 and PGN5+mucE alginate gels was similar at 47.34 and 47.16 Pa respectively (Fig. 3F). The average yield stress of sodium alginate gels prepared from Sigma 2158 and Sigma 180947 was 33.64 and 32.15 Pa respectively; thus, they have a lower tensile strength than gels prepared from VE2 and PGN5+mucE alginate (Fig. 3F).
P. aeruginosa strain PGN5 did not cause mortality in mice
To test whether the pathogenesis of PGN5 was attenuated, C57BL/6 mice were challenged with intraperitoneal injection of 5 × 108 cells of the PCR‐ and phenotype‐validated strains VE2, PGN5+mucE or E. coli BL21, or PBS as a negative control. Injection with the VE2 strain was fatal in 95% of mice within 48 h (Fig. 4). In contrast, injection with BL21 cells resulted in 20% mortality within 48 h, while no mortality was observed from injection with either the PGN5+mucE strain or PBS (Fig. 4). The mice were monitored for 4 weeks post‐injection, and no change in mortality was observed.
A bioluminescent construct of PGN5 did not disseminate in mice
Since no mortality was observed of mice injected with PGN5+mucE, we wanted to determine whether cells of this strain might localize differently than VE2 cells within the mice post‐injection. To test this, we used the luxCDABEG operon to tag each strain with bioluminescence (Choi and Schweizer, 2006). VE2 and PGN5+mucE both carry gentamicin resistance genes, while the plasmids we used for labelling with bioluminescence required gentamicin sensitivity. Thus, we first incorporated the luxCDABEG operon into the chromosome of PAO1 and PGN5, and then introduced the pUCP20‐pGm‐mucE plasmid into each strain to induce alginate production and mucoidy, generating the bioluminescent strains PAO1+mucE (functionally equivalent to VE2) and PGN5+mucE. Intraperitoneal injection of C57BL/6 mice with bioluminescent PAO1+mucE showed either localization at the injection site or dissemination through the body, and lethality resulted in all mice injected (Fig. 5A and B). Conversely, localization at the injection site but no dissemination was observed with bioluminescent PGN5+mucE, and no mortality was observed in injected mice (Fig. 5C and D).
Discussion
We have previously reported that overexpression of a novel activator of alginate synthesis, MucE, induces high and stable production of alginate in P. aeruginosa (Qiu et al., 2007). In this study, we report the generation of P. aeruginosa strain PGN5, which was engineered by sequentially deleting five pathogenic genes. These gene deletions were verified by biochemical or immunological assays to detect the absence or significant reduction in either the gene products or their activity, as well as through multiple DNA sequencing methods, including whole‐genome re‐sequencing. Analysis of the PGN5 genome not only verified deletion of the targeted five pathogenic genes, but also uncovered small insertions/deletions, SNPs and additional gaps in the genomic sequence compared to the PAO1 reference strain. The specific effects these changes to the genome have on the PGN5 strain are uncertain, but it is clear from our data that they do not affect the ability of PGN5 to make alginate. To test whether the five gene deletions attenuated the virulence of P. aeruginosa, we performed mouse infection model studies and challenged the animals with intraperitoneal injection of mucoid PGN5 (PGN5+mucE), its wild‐type counterpart VE2 (PAO1+mucE) or the FDA‐approved strain E. coli BL21 as a negative control. These strains were validated by PCR, phenotype and viable plate counts throughout the culture preparation and mouse injection procedure to verify strain authenticity and viable cell number. Inoculation of mice with PGN5 resulted in 0% mortality. In contrast, inoculation with VE2 resulted in 95% mortality while inoculation with BL21 resulted in 20% mortality. These results suggest that PGN5 is a highly attenuated P. aeruginosa strain. Indeed, our results suggest that PGN5 is less pathogenic and less toxic than the BL21 E. coli strain, which is FDA‐approved for production of biopharmaceuticals.
We also examined the dissemination of the bacteria after intraperitoneal injections in the mouse challenge experiments by using bioluminescence‐labelled mucoid PAO1 and PGN5 strains. All mice injected with bioluminescent PAO1 succumbed to the infection, while only about 50% exhibited systemic bacterial dissemination. In the other 50%, dissemination of bacterial toxins from the injection site most likely led to septic shock. In contrast, bioluminescent PGN5 was only detected at the injection site, no dissemination was apparent, and zero mortality was observed in these mice. This suggests that the invasiveness and toxin production associated with P. aeruginosa is either absent or reduced to a level that does not affect vitality in the PGN5 strain.
Importantly, overexpression of MucE in PGN5 induced stable in vitro production of alginate that was comparable to its wild‐type counterpart in chemical structure, physical characteristics of the alginate gel and total amounts produced. Thus, the genetic modifications in PGN5 have no measurable effect upon the alginate biosynthetic pathway. The viscosities of sodium alginate gels prepared from VE2 and PGN5+mucE alginate were nearly identical, as was the yield stress, suggesting that the gels have similar a tensile strength. HPLC chromatograms from alginate produced by VE2 and PGN5 were identical and rich in M residues. This is consistent with previous reports of bacterial alginates having relatively low G content (Tatnell et al., 1996; Moradali et al., 2015). While seaweed alginate composition varies between species and plant parts, it usually ranges from about 30–75% G content (Draget et al., 2005; Fertah et al., 2017). In general, alginate with higher G content boasts a higher tensile strength, and thus, it is a more desirable medium for some medical and industrial applications, such as 3D printing.
All commercially used alginate has been produced by extraction from brown seaweed. The process of harvesting and extracting alginate from seaweed is labour‐intensive, requiring harsh acid/base treatments and yielding large amounts of contaminated wastewater. In contrast, bacterial alginate can be extracted from the culture medium via ethanol precipitation, a procedure that does not require treatment with harsh chemicals. Because five pathogenicity gene sequences were completely deleted from different parts of the PGN5 chromosome, it is unlikely for this strain to revert to its original level of virulence. In contrast, other attenuated bacterial strains are often selected naturally as a result of point mutations; thus, the pathogenicity of these strains can be restored through reversion to wild type. PGN5 is also auxotrophic for aromatic amino acids and is unlikely to survive in case of accidental release into the environment. Thus, our data suggest that preparing alginate from cultures of PGN5 is a safe and highly reproducible method that is also an environmentally conservative alternative to using seaweed for the commercial production of alginate. Similar genetic manipulations of Azotobacter or other Pseudomonas species have the potential to generate other safe strains that stably produce alginate for use as platforms for microbial alginate production.
Pseudomonas aeruginosa is a well‐studied microbe, and many tools are available for the genetic manipulation of this organism. This makes PGN5 an attractive option for producing alginates with specific properties for distinct applications and possibly other recombinant proteins that are difficult to make in E. coli. Bioengineering this bacterium can be used to produce alginates with different physical properties, improving upon the characteristics of seaweed alginates and expanding applications for these specialty biopolymers beyond the current uses of alginate.
Experimental procedures
Bacterial strains, culture, plasmids and oligonucleotides
Bacterial strains and plasmids used in this study are listed in Tables 1 and and2.2. P. aeruginosa strains were either grown on Pseudomonas isolation agar (PIA) plates or in Pseudomonas isolation broth (PIB) at 37°C (Difco, Sparks, MD, USA). E. coli strains were cultured in Luria Broth (LB) or on LB with 1% agar at 37°C (Difco). When necessary, culture medium was supplemented with antibiotic as follows: gentamicin or carbenicillin at a concentration of 300 μg ml−1 for P. aeruginosa and 30 μg ml−1 for E. coli; kanamycin at a concentration of 50 μg ml−1 for E. coli. PGN5 was cultured with media supplemented with 1 mg/mL of the aromatic amino acids (Y, W, F) unless otherwise stated. Oligonucleotides used in this study are available upon request.
Table 1
Strain | Genotype | Relevant characteristics | Source |
---|---|---|---|
Pseudomonas aeruginosa strains | |||
PAO1 | Wild‐type serogroup O5 | Non‐mucoid, blue–green growth on PIA | Kropinski et al. (1979) |
VE2 | PAO1 with chromosomal fusion of PGm‐aacC1‐mucE | Mucoid, blue–green growth on PIA | Qiu et al. (2007) |
PA‐103 | Serogroup O11 | Positive for Exotoxin A secretion | Liu (1966) |
PGN4 |
PAO1ΔtoxAΔplcH ΔphzMΔwapR | Non‐mucoid, greenish colonies on PIA | This study |
PGN5 |
PAO1ΔtoxAΔplcH ΔphzMΔwapRΔaroA | Non‐mucoid, white/tan colonies on PIA | This study |
PGN5+mucE |
PAO1ΔtoxAΔplcH ΔphzMΔwapRΔaroA pUCP20‐pGm‐mucE | Mucoid, white/tan colonies on PIA | This study |
PAO1wbpL | PAO1ΔwbpL | Produces no O‐antigen | Rocchetta et al. (1998) |
Escherichia coli strains | |||
BL21 (DE3) | F – ompT hsdSB (rB‐ mB‐) gal dcm (DE3) | FDA‐approved for production of biopharmaceuticals; deficient in ion and ompT proteases | Lucigen, Middleton, WI, USA |
DH5α |
F− 80dlacZΔM15 Δ(lacZYA‐argF)U169 deoR recA1 endA1 hsdR17(rK − mK +) phoA supE44 λ− thi‐1 gyrA96 relA1 | Laboratory strain | |
TOP10 | F‐ mcrA Δ(mrr‐hsd RMS‐mcrBC) 80lacZΔM15 ΔlacΧ74 recA1 araD139 Δ(ara‐leu) 7697galU galK rpsL (StrR) endA1 nupG λ‐ | Ideal for cloning and plasmid propagation | Invitrogen, CA, USA |
SM10 (λpir) | thi recA thr leu tonA lacY supE RP4‐2‐ Tc::Mu1::pir Kmr | Laboratory strain |
Table 2
Plasmid | Relevant characteristics | Source |
---|---|---|
pEX100T‐NotI | Pseudomonas suicide vector with NotI restriction site fused into SmaI of pEX100T sacB oriT CbR | Damron et al. (2009) |
pRK2013 | Helper plasmid for conjugation, KmR | Figurski and Helinski (1979) |
pUCP20‐pGm‐mucE | mucE overexpression under gentamicin promoter, GmR | Qiu et al. (2007) |
pTNS2 | Helper plasmid; does not replicate in P. aeruginosa. CbR | Choi and Schweizer (2006) |
pUC18‐mini‐Tn7T‐Gm‐lux | Pseudomonas suicide vector that carries luxCDABE operon for insertion into attTn7 sites, GmR | Choi and Schweizer (2006) |
pFLP2 | Facilitates recombination between FRT sites, CbR | Choi and Schweizer (2006) |
Gene deletions
Retrieval and analysis of P. aeruginosa gene sequences were performed at the Pseudomonas Genome Database website: http://www.pseudomonas.com (Winsor et al., 2016). Five genes, toxA, plcH, phzM, wapR and aroA, were sequentially deleted from the chromosome of the wild‐type P. aeruginosa strain PAO1. The pEX100T‐NotI plasmid was used to mediate the in‐frame marker‐less deletion of each gene (Schweizer and Hoang, 1995; Damron et al., 2009). This plasmid carries the genes ampR, which confers resistance to carbenicillin, and sacB (B. subtilis), which provides sucrose sensitivity. Plasmid inserts used to delete toxA, plcH, phzM and wapR were generated by PCR amplification of 500–1000 bp of sequence directly upstream and 500‐1000 bp of sequence directly downstream of each target gene, followed by fusion of these DNA fragments via cross‐over PCR. The resultant PCR product was digested and ligated into pEX100T‐NotI. For in‐frame deletion of aroA, about 800 bp of upstream sequence adjacent to about 900 bp of downstream sequence of the target gene was synthesized, digested and ligated into pEX100T‐NotI by the company GenScript (Piscataway, NJ, USA). Each of the final plasmids was transformed into OneShotTM TOP10 Electrocomp E. coli (Invitrogen, Carlsbad, CA, USA).
For each deletion, the pEX100T‐NotI plasmid carrying its specific insert was introduced into P. aeruginosa via triparental conjugation with the helper plasmid pRK2013. The target gene was deleted with a two‐step allelic exchange procedure. Briefly, homologous recombination between one site on the plasmid and its target site on the chromosome integrated the plasmid into the P. aeruginosa chromosome (i.e. a single‐cross‐over event). Single cross‐overs were selected by plasmid‐conferred resistance to carbenicillin and sensitivity to 10% (w/v) sucrose supplemented in PIA. Single cross‐overs were grown overnight in LB broth to allow for homologous recombination between the second site on the plasmid and its target site on the chromosome (i.e. a double‐cross‐over event), which removes the entire plasmid sequence along with the target gene sequence. Double cross‐overs were selected by sensitivity to carbenicillin and resistance to sucrose, indicating that the plasmid sequence had been removed. Sucrose‐resistant, carbenicillin‐sensitive colonies were sequenced to verify the in‐frame gene deletion.
Gene sequencing
Sanger sequencing to confirm in‐frame deletions was performed by the West Virginia University (WVU) Genomics Core Facility (Morgantown, WV, USA). Whole‐genome re‐sequencing on these strains was performed by CD Genomics (Shirley, NY, USA). Genomic assembly of the data utilized the SPAdes microbial isolate assembler (Bankevich et al., 2012) followed by transfer annotation using PROKKA (Seemann, 2014). Homology‐based taxonomy assignment utilized PanGIA (Li et al., 2018), along with in‐house derived confidence level settings based on positive control DNA mixtures. Reference‐based analysis employed bowtie2 (Langmead and Salzberg, 2012) compared to the parental strain genome (GenBank accession number AE004091.2) with variant calling. bowtie2 settings include a 1000‐nt window and a 200‐nt step size. Whole‐genome sequences are available for PGN4 (GenBank accession number CP032540) and PGN5 (GenBank accession number CP032541). Pairwise genome comparison utilized the Artemis Comparison Tool for visualization (Carver et al., 2005).
Western blot for Exotoxin A
A Western blot was used to verify the deletion of toxA in PGN5 by the absence of the Exotoxin A product. Cells from 24‐h broth cultures of P. aeruginosa strains PAO1, Exotoxin A‐positive PA103 and PGN5 were removed by centrifugation. Supernatant was filter‐sterilized with a 0.2 μm syringe filter and concentrated with an Amicon Ultra‐15 Centrifugal Filter Unit with a 10‐kDa cut‐off (Sigma, St. Louis, MO, USA) according to the manufacturer's instructions. Total protein concentration of the supernatant (extracellular fraction) was quantified with the bicinchoninic acid assay (BCA) using a bovine serum albumin (BSA) standard (Pierce, Rockford, IL, USA). For Coomassie staining, equal amounts of protein (60 mg) were run with SDS‐PAGE on a TGX 4‐20% gel (Bio‐Rad, Hercules, CA, USA), stained with Coomassie R‐250 (Protea Biosciences, Morgantown, WV, USA) and imaged on a ProteinSimple Fluorochem M (San Jose, CA, USA). For Exotoxin A western blot, samples with equal total protein concentrations (0.05 μg/μL) were run on the ProteinSimple Wes automated Western blot system using the 12–230 kDa separation module and the 8 × 25 capillary cartridge (San Jose, CA, USA). Exotoxin A was detected with a polyclonal rabbit anti‐Exotoxin A antibody (Sigma, St. Louis, MO, USA) diluted 1:200 and the ProteinSimple anti‐rabbit detection module (San Jose, CA, USA).
Analysis of haemolytic activity
To verify deletion of plcH, haemolytic activity of E. coli strain BL21 and P. aeruginosa strains PAO1, VE2 and PGN5 was assessed by culturing bacterial strains for 48 h on blood agar (trypticase soy agar with 5% sheep blood; Remel, Lenexa, KS, USA). Before inoculation, plates were treated with a 1 mg ml−1 solution of aromatic amino acids and dried. Plates were imaged for the presence or absence of clear plaques indicating haemolysis surrounding bacterial growth.
Extraction and quantification of pyocyanin
To verify deletion of phzM in PGN5, a two‐step extraction procedure with chloroform and HCl was used to recover and quantify the secreted pyocyanin pigment (Essar et al., 1990). Briefly, cells from 24‐h broth cultures of P. aeruginosa strains PAO1 and PGN5 were removed by centrifugation and the supernatant was filter‐sterilized with a 0.2‐μm syringe filter. Pyocyanin was extracted from 7.5 ml samples with 4.5 ml of chloroform. Pyocyanin was re‐extracted from 3 ml of the chloroform layer with 1.5 ml of 0.2 M HCl to give a pink colour. The absorption at 520 nm (A520) of the aqueous HCl layer was measured with a SmartSpec™ 3000 spectrophotometer (Bio‐Rad, Hercules, CA, USA), and pyocyanin concentration was calculated as follows:
LPS extraction, silver staining and Western blot for O‐antigen
To verify deletion of wapR, lipopolysaccharides (LPS) were analysed for the presence of O‐antigen. LPS was extracted using the Hitchcock and Brown method (Hitchcock and Brown, 1983), resolved by electrophoresis on 12% SDS‐PAGE and stained for visualization using an ultrafast silver staining method (Fomsgaard et al., 1990). For Western immunoblotting, LPS was transferred onto BioTraceNT nitrocellulose membranes (Pall) and detected with a 1:1 mixture of monoclonal antibodies MF15‐4 (OSA specific) and 5c‐7‐4 (inner core specific) overnight at room temperature, followed by incubation with an alkaline phosphatase‐conjugated goat anti‐mouse Fab2 secondary antibody (Jackson ImmunoResearch, West Grove, PA, USA). The blots were developed using nitroblue tetrazolium (NBT) and 5‐bromo‐4‐chloro‐3‐indolylphosphate (BCIP) as described previously (Blake et al., 1984; de Kievit et al., 1995).
ELISA for AroA
An enzyme‐linked immunosorbent assay (ELISA) was used to verify deletion of aroA by determining the absence of the 3‐phosphoshikimate 1‐carboxyvinyltransferase product. A 96‐well untreated plate was coated with equal amounts of carbonate buffer and of broth culture of the P. aeruginosa strains PAO1 and PGN5. The plate was then incubated for 2 h at 37°C and blocked in skim milk overnight. A polyclonal rabbit anti‐AroA primary antibody (LifeSpan BioSciences, Inc., Seattle, WA, USA) and a polyclonal goat anti‐rabbit IgG secondary antibody (Sigma, St. Louis, MO, USA) were used to detect 3‐phosphoshikimate 1‐carboxyvinyltransferase. Samples were incubated in 1‐Step™ Ultra TMB ELISA Substrate Solution (Thermo Scientific, Rockford, IL, USA), followed by addition of acid stop solution (R&D Systems, Minneapolis, MN, USA). The absorbance was immediately measured at 450 nm (A450) on a Spectramax® i3x microplate reader (Molecular Devices, Sunnyvale, CA, USA). Absorbance reported was the relative absorbance detected between PAO1 and PGN5. Reported values represent the mean ± SD of three independent experiments. Two‐tailed Student's t‐test was used to determine statistical significance.
Growth assays
To quantify rescue of growth of the PGN5 strain by aromatic amino acid supplementation, PIB supplemented with gentamicin was inoculated with a single colony of the P. aeruginosa strains PGN5+mucE or VE2 and grown at 37°C until reaching an A600 of 1, as measured on a SmartSpec™ 3000 spectrophotometer. The seed cultures were then used to inoculate PIB supplemented with either 0, 0.5 or 1 mg ml−1 of aromatic amino acids (Y, F, W). Cultures were grown for 72 h at 37°C, and A600 measurements were taken every 24 h to estimate the total number of cells in each culture. The results presented represent three independent experiments.
Carbazole assay
The carbazole assay is a standard uronic acid detection method that was used to quantify the amount of alginate produced in culture. The P. aeruginosa strains VE2 and PGN5+mucE were grown on PIA for 48 h at 37°C. Alginate and cells were collected with 0.85% NaCl. Cell suspensions were incubated in sulfuric acid/borate solution and carbazole at 55°C. As carbazole reacts with uronic acid, the solution turns a pink to purple colour. Absorbance at 530 nm (A530) was measured on a SmartSpec™ 3000 spectrophotometer. The concentration of alginate (μg/ml OD−1 1600) was calculated using a standard curve generated with purified mannuronic alginic acid (Sigma, St. Louis, MO, USA).
Collection of alginate
Pseudomonas aeruginosa strains VE2 and PGN5+mucE were cultured for 72 h in 1 l of PIB or PIB supplemented with 1 mg ml−1 of aromatic amino acids. Alginic acid was precipitated with three volumes of ethanol, vacuum‐filtered through a Twill Dutch weave wire cloth (5 μm; Dorstener Wire Tech, Spring, TX, USA) and dried in a vacuum oven. The dried weight of alginate collected from VE2 and PGN5+mucE strains was presented as the mean ± SD of five independent experiments.
Compositional analysis of alginate via HPLC
Determination of the M:G sugar ratios was performed by HPLC analysis using an adapted pre‐column derivatization of hydrolysed alginate with 1‐phenyl‐3‐methyl‐5‐pyrazolone (PMP) (Honda et al., 1989). Seven mg of dried alginic acid was suspended in 962 μl of water and 38 μl of trifluoroacetic acid (TFA) and hydrolysed in a sealed vial at 100°C. After 4 h, the pH of the samples was adjusted to 9.5 and 0.5M PMP in methanol (0.15 ml) was added. The samples were incubated at 70°C for 1.5 h with shaking at 1000 r.p.m. The pH was adjusted to 6.5, and excess PMP reagent was removed by repeated extraction with chloroform prior to analysis. The M/G ratios were determined by HPLC using an Agilent Infinity II HPLC system equipped with a 1260 quaternary pump (G7111B), vial sampler (G7129A), multicolumn thermostat (G7116A), diode array detector (G7115A) and Openlab CDS ChemStation Edition (v. C.01.08 [210]) software. Chromatographic separation was performed using an Agilent Eclipse Plus C18 column (4.5 × 150, 3.5 μM) and a mobile phase consisting of 0.1 M phosphate buffer (pH 6.7) with acetonitrile at a ratio of 82:19 (v/v, %). The column temperature was maintained at 25°C, and elution of the derivatized M/G monomer at 1 ml min−1 was detected at 245 nm. As a control, commercially available alginate from seaweed (FMC Protanal CR 8133, Wilmington, DE, USA) was prepared and run along with P. aeruginosa alginate samples.
Physical property testing of alginate
To test the physical properties of bacterial alginates, sodium alginate gels were prepared from dried alginic acid. Briefly, alginic acid was dissolved in NaOH pH 8.5–9 to form sodium alginate, which was then precipitated with ethanol, filtered and dried in a vacuum oven. Sodium alginate gels (2% w/v) were prepared by dissolving sodium alginate in distilled water. Sodium alginate gels were prepared for comparison from seaweed alginate samples purchased from Sigma: alginic acid sodium salt, from brown algae (Sigma 2158; catalogue number A2158) and alginic acid sodium salt (Sigma 180947; catalogue number 180947). Viscosity and yield stress were measured on a HAAKE MARS I Rheometer (Thermo Scientific, Karlsruhe, Germany) using preset parameters. Results are presented as the mean ± SD of 3–5 independent experiments. Analysis and calculations were performed with RheoWin Software (version 4.82, Thermo Scientific).
Bacterial pathogenicity in mice
Pseudomonas aeruginosa strains PGN5 and VE2, and E. coli strain BL21 were grown in LB broth to generate frozen stocks for injection into C57BL/6 mice. Cell cultures were concentrated to 2.5 × 109 cells per ml, flash‐frozen in liquid nitrogen and stored at −80°C. The cultures used were strain‐verified by PCR and phenotype, and cell concentrations were verified by viable plate counts before freezing and before mouse injection. A total of eighty 10‐ to 12‐week‐old mice were divided into four groups of 10 males and 10 females. Each group received 200 μl intraperitoneal injections of one of the following: PBS, 5 × 108 cells of the P. aeruginosa strains VE2 or PGN5+mucE, or 5 × 108 cells of the E. coli strain BL21. After injection, mice were monitored for mortality every 3 h for 72 h and then every 12 h for 7 days.
Localization of bioluminescent bacteria in mice
PAO1 and PGN5 were marked with bioluminescence using the method and plasmids developed in the Schweizer laboratory (Choi and Schweizer, 2006). The pUC18 mini‐Tn7T‐Gm‐lux plasmid was used, which allows for insertion of the luxCDABE operon, along with an FRT‐flanked gentamicin resistance cassette into a neutral site downstream of the glmS gene. Briefly, electrocompetent PAO1 and PGN5 cells were prepared with 300 mM sucrose and electroporated with the pUC18 mini‐Tn7T‐Gm‐lux and pTNS2 plasmids. Pure stocks were generated from resultant gentamicin‐resistant and bioluminescent colonies. The pFLP2 plasmid was used to remove the gentamicin resistance cassette. Final stocks used for mouse injection were PCR‐verified, bioluminescent, plasmid‐cured, and gentamicin and carbenicillin‐sensitive. For mouse injection, stocks were prepared and injected as described above. Mice were imaged on an IVIS Lumina XRMS (PerkinElmer, Waltham, MA, USA) every 6 h for 18 h and monitored for 4 weeks. By 18 h post‐injection, bioluminescence was only detected at the injection site of all mice.
Statistical analyses
graphpad prism 7.02 for Windows (GraphPad Software, La Jolla, CA, USA) was used to generate graphs and perform statistical analyses.
Conflict of interest
RMN and HDY are co‐founders of Progenesis Technologies, LLC, which develops, produces and markets bacterial alginates.
Acknowledgements
This work was supported by the National Institutes of Health (NIH) grants R44GM113545 and P20GM103434. We would like to acknowledge the WVU Genomics Core Facility, Morgantown WV, for support provided to help make this publication possible. We would also like to thank Dr. Beverly Delidow's 2018 Summer Writing Group, which helped with critical review during the writing of the manuscript.
Notes
Microbial Biotechnology (2020) 13(1), 162–175 [Europe PMC free article] [Abstract] [Google Scholar]
Funding Information
This work was supported by the National Institutes of Health (NIH) grants R44GM113545 and P20GM103434.
References
- Andersen, T. , Strand, B.L. , Formo, K. , Alsberg, E. , and Christensen, B.E. (2012) Alginates as biomaterials in tissue engineering. Carbohydr Chem 37: 227–258. [Google Scholar]
- Augst, A.D. , Kong, H.J. , and Mooney, D.J. (2006) Alginate hydrogels as biomaterials. Macromol Biosci 6(8): 623–633. [Abstract] [Google Scholar]
- Bankevich, A. , Nurk, S. , Antipov, D. , Gurevich, A.A. , Dvorkin, M. , Kulikov, A.S. , et al (2012) SPAdes: a new genome assembly algorithm and its applications to single‐cell sequencing. J Comput Biol 19(5): 455–477. [Europe PMC free article] [Abstract] [Google Scholar]
- Blake, M.S. , Johnston, K.H. , Russell‐Jones, G.J. , and Gotschlich, E.C. (1984) A rapid, sensitive method for detection of alkaline phosphatase‐conjugated anti‐antibody on Western blots. Anal Biochem 136(1): 175–179. [Abstract] [Google Scholar]
- Carver, T.J. , Rutherford, K.M. , Berriman, M. , Rajandream, M.A. , Barrell, B.G. , and Parkhill, J. (2005) ACT: the Artemis Comparison Tool. Bioinformatics 21(16): 3422–3423. [Abstract] [Google Scholar]
- Chitnis, C.E. , and Ohman, D.E. (1993) Genetic analysis of the alginate biosynthetic gene cluster of Pseudomonas aeruginosa shows evidence of an operonic structure. Mol Microbiol 8(3): 583–593. [Abstract] [Google Scholar]
- Choi, K.H. , and Schweizer, H.P. (2006) mini‐Tn7 insertion in bacteria with single attTn7 sites: example Pseudomonas aeruginosa . Nat Protoc 1(1): 153–161. [Abstract] [Google Scholar]
- Damron, F.H. , Qiu, D. , and Yu, H.D. (2009) The Pseudomonas aeruginosa sensor kinase KinB negatively controls alginate production through AlgW‐dependent MucA proteolysis. J Bacteriol 191(7): 2285–2295. [Europe PMC free article] [Abstract] [Google Scholar]
- Deretic, V. , Schurr, M.J. , Boucher, J.C. , and Martin, D.W. (1994) Conversion of Pseudomonas aeruginosa to mucoidy in cystic fibrosis: environmental stress and regulation of bacterial virulence by alternative sigma factors. J Bacteriol 176(10): 2773–2780. [Europe PMC free article] [Abstract] [Google Scholar]
- Draget, K.I. , Smidsrød, O. , and Skjåk‐Bræk, G. (2005) Alginates from algae In Biopolymers Online. Steinbüchel A. (ed). Hoboken, NJ: Wiley‐VCH Verlag GmbH & Co. KGaA. [Google Scholar]
- Driscoll, J.A. , Brody, S.L. , and Kollef, M.H. (2007) The epidemiology, pathogenesis and treatment of Pseudomonas aeruginosa infections. Drugs 67(3): 351–368. [Abstract] [Google Scholar]
- Essar, D.W. , Eberly, L. , Hadero, A. , and Crawford, I.P. (1990) Identification and characterization of genes for a second anthranilate synthase in Pseudomonas aeruginosa: interchangeability of the two anthranilate synthases and evolutionary implications. J Bacteriol 172(2): 884–900. [Europe PMC free article] [Abstract] [Google Scholar]
- Fertah, M. , Belfkira, A. , Dahmane, E.M. , Taourirte, M. , and Brouillette, F. (2017) Extraction and characterization of sodium alginate from Moroccan Laminaria digitata brown seaweed. Arabian J Chem 10: S3707–S3714. [Google Scholar]
- Figurski, D.H. , and Helinski, D.R. (1979) Replication of an origin‐containing derivative of plasmid RK2 dependent on a plasmid function provided in trans. Proc Natl Acad Sci USA 76(4): 1648–1652. [Europe PMC free article] [Abstract] [Google Scholar]
- Firoved, A.M. , and Deretic, V. (2003) Microarray analysis of global gene expression in mucoid Pseudomonas aeruginosa. J Bacteriol 185(3): 1071–1081. [Europe PMC free article] [Abstract] [Google Scholar]
- Fomsgaard, A. , Freudenberg, M.A. , and Galanos, C. (1990) Modification of the silver staining technique to detect lipopolysaccharide in polyacrylamide gels. J Clin Microbiol 28(12): 2627–2631. [Europe PMC free article] [Abstract] [Google Scholar]
- Franklin, M.J. , Nivens, D.E. , Weadge, J.T. , and Howell, P.L. (2011) Biosynthesis of the Pseudomonas aeruginosa extracellular polysaccharides, alginate, Pel, and Psl. Front Microbiol 2: 167. [Europe PMC free article] [Abstract] [Google Scholar]
- Gellatly, S.L. , and Hancock, R.E. (2013) Pseudomonas aeruginosa: new insights into pathogenesis and host defenses. Pathog Dis 67(3): 159–173. [Abstract] [Google Scholar]
- Gorin, P.A.J. , and Spencer, J.F.T. (1966) Exocellular alginic acid from Azotobacter vinelandii. Can J Chem 44(9): 993–998. [Google Scholar]
- Govan, J.R. , and Fyfe, J.A. (1978) Mucoid Pseudomonas aeruginosa and cystic fibrosis: resistance of the mucoid form to carbenicillin, flucloxacillin and tobramycin and the isolation of mucoid variants in vitro . J Antimicrob Chemother 4(3): 233–240. [Abstract] [Google Scholar]
- Govan, J.R. , Fyfe, J.A. , and Jarman, T.R. (1981) Isolation of alginate‐producing mutants of Pseudomonas fluorescens, Pseudomonas putida and Pseudomonas mendocina . J Gen Microbiol 125(1): 217–220. [Abstract] [Google Scholar]
- Haug, A. , Larsen, B. , and Smidsrød, O. (1966) A study on the constitution of alginic acid by partial acid hydrolysis. Acta Chem Scand 20: 271–277. [Google Scholar]
- Hay, I.D. , Ur Rehman, Z. , Moradali, M.F. , Wang, Y. , and Rehm, B.H. (2013) Microbial alginate production, modification and its applications. Microb Biotechnol 6(6): 637–650. [Europe PMC free article] [Abstract] [Google Scholar]
- Helgerud, T. , Gåserød, O. , Fjæreide, T. , Andersen, P.O. , and Larsen, C.K. (2009) Alginates In Food Stabilisers, Thickeners and Gelling Agents. Imeson A. (ed). Oxford, UK: Wiley‐Blackwell, pp. 50–72. [Google Scholar]
- Hitchcock, P.J. , and Brown, T.M. (1983) Morphological heterogeneity among Salmonella lipopolysaccharide chemotypes in silver‐stained polyacrylamide gels. J Bacteriol 154(1): 269–277. [Europe PMC free article] [Abstract] [Google Scholar]
- Honda, S. , Akao, E. , Suzuki, S. , Okuda, M. , Kakehi, K. , and Nakamura, J. (1989) High‐performance liquid chromatography of reducing carbohydrates as strongly ultraviolet‐absorbing and electrochemically sensitive 1‐phenyl‐3‐methyl‐5‐pyrazolone derivatives. Anal Biochem 180(2): 351–357. [Abstract] [Google Scholar]
- Iglewski, B.H. , Liu, P.V. , and Kabat, D. (1977) Mechanism of action of Pseudomonas aeruginosa exotoxin Aiadenosine diphosphate‐ribosylation of mammalian elongation factor 2 in vitro and in vivo. Infect Immun 15(1): 138–144. [Europe PMC free article] [Abstract] [Google Scholar]
- de Kievit, T.R. , Dasgupta, T. , Schweizer, H. , and Lam, J.S. (1995) Molecular cloning and characterization of the rfc gene of Pseudomonas aeruginosa (serotype O5). Mol Microbiol 16(3): 565–574. [Abstract] [Google Scholar]
- Kropinski, A.M. , Chan, L.C. , and Milazzo, F.H. (1979) The extraction and analysis of lipopolysaccharides from Pseudomonas aeruginosa strain PAO, and three rough mutants. Can J Microbiol 25(3): 390–398. [Abstract] [Google Scholar]
- Langmead, B. , and Salzberg, S.L. (2012) Fast gapped‐read alignment with Bowtie 2. Nat Methods 9: 357. [Europe PMC free article] [Abstract] [Google Scholar]
- Lee, K.Y. , and Mooney, D.J. (2012) Alginate: properties and biomedical applications. Prog Polym Sci 37(1): 106–126. [Europe PMC free article] [Abstract] [Google Scholar]
- Leid, J.G. , Willson, C.J. , Shirtliff, M.E. , Hassett, D.J. , Parsek, M.R. , and Jeffers, A.K. (2005) The exopolysaccharide alginate protects Pseudomonas aeruginosa biofilm bacteria from IFN‐gamma‐mediated macrophage killing. J Immunol 175(11): 7512–7518. [Abstract] [Google Scholar]
- Li, P. , Lo, C.C. , Davenport, K. , and Chain, P. (2018) PanGIA: a metagenomics analytical framework for routine biosurveillance in the clinic and beyond, in preparation.
- Linker, A. , and Jones, R.S. (1966) A new polysaccharide resembling alginic acid isolated from pseudomonads. J Biol Chem 241(16): 3845–3851. [Abstract] [Google Scholar]
- Liu, P.V. (1966) The roles of various fractions of Pseudomonas aeruginosa in its pathogenesis. 3. Identity of the lethal toxins produced in vitro and in vivo. J Infect Dis 116(4): 481–489. [Abstract] [Google Scholar]
- Liu, F. , Wang, X. , Shi, H. , Wang, Y. , Xue, C. , and Tang, Q.J. (2017) Polymannuronic acid ameliorated obesity and inflammation associated with a high‐fat and high‐sucrose diet by modulating the gut microbiome in a murine model. Br J Nutr 117(9): 1332–1342. [Abstract] [Google Scholar]
- Lyczak, J.B. , Cannon, C.L. , and Pier, G.B. (2002) Lung infections associated with cystic fibrosis. Clin Microbiol Rev 15(2): 194–222. [Europe PMC free article] [Abstract] [Google Scholar]
- Mathee, K. , McPherson, C.J. , and Ohman, D.E. (1997) Posttranslational control of the algT (algU)‐encoded sigma22 for expression of the alginate regulon in Pseudomonas aeruginosa and localization of its antagonist proteins MucA and MucB (AlgN). J Bacteriol 179(11): 3711–3720. [Europe PMC free article] [Abstract] [Google Scholar]
- Michalska, M. , and Wolf, P. (2015) Pseudomonas Exotoxin A: optimized by evolution for effective killing. Front Microbiol 6: 963. [Europe PMC free article] [Abstract] [Google Scholar]
- Moradali, M.F. , Donati, I. , Sims, I.M. , Ghods, S. , and Rehm, B.H. (2015) Alginate polymerization and modification are linked in Pseudomonas aeruginosa . MBio 6(3): e00453‐00415. [Europe PMC free article] [Abstract] [Google Scholar]
- Mortazavi‐Jahromi, S.S. , Alizadeh, S. , Javanbakht, M.H. , and Mirshafiey, A. (2018) Anti‐diabetic effect of beta‐D‐mannuronic acid (M2000) as a novel NSAID with immunosuppressive property on insulin production, blood glucose, and inflammatory markers in the experimental diabetes model. Arch Physiol Biochem: 1–6. [Abstract] [Google Scholar]
- Nivens, D.E. , Ohman, D.E. , Williams, J. , and Franklin, M.J. (2001) Role of alginate and its O acetylation in formation of Pseudomonas aeruginosa microcolonies and biofilms. J Bacteriol 183(3): 1047–1057. [Europe PMC free article] [Abstract] [Google Scholar]
- Paul, W. , and Sharma, C.P. (2004) Chitosan and alginate wound dressings: a short review. Trends Biomater Artif Organs 18(1): 18–23. [Google Scholar]
- Pedersen, S.S. , Kharazmi, A. , Espersen, F. , and Hoiby, N. (1990) Pseudomonas aeruginosa alginate in cystic fibrosis sputum and the inflammatory response. Infect Immun 58(10): 3363–3368. [Europe PMC free article] [Abstract] [Google Scholar]
- Peteiro, C. (2018) Alginate production from marine macroalgae, with emphasis on kelp farming In Alginates and Their Biomedical Applications. Springer Series in Biomaterials Science and Engineering, vol 11, Rehm B., and Moradali M. (eds). Singapore: Springer. [Google Scholar]
- Pier, G.B. , Coleman, F. , Grout, M. , Franklin, M. , and Ohman, D.E. (2001) Role of alginate O acetylation in resistance of mucoid Pseudomonas aeruginosa to opsonic phagocytosis. Infect Immun 69(3): 1895–1901. [Europe PMC free article] [Abstract] [Google Scholar]
- Priebe, G.P. , Brinig, M.M. , Hatano, K. , Grout, M. , Coleman, F.T. , Pier, G.B. , and Goldberg, J.B. (2002) Construction and characterization of a live, attenuated aroA deletion mutant of Pseudomonas aeruginosa as a candidate intranasal vaccine. Infect Immun 70(3): 1507–1517. [Europe PMC free article] [Abstract] [Google Scholar]
- Qiu, D. , Eisinger, V.M. , Rowen, D.W. , and Yu, H.D. (2007) Regulated proteolysis controls mucoid conversion in Pseudomonas aeruginosa . Proc Natl Acad Sci USA 104(19): 8107–8112. [Europe PMC free article] [Abstract] [Google Scholar]
- Qu, Y. , Wang, Z. , Zhou, H. , Kang, M. , Dong, R. , and Zhao, J. (2017) Oligosaccharide nanomedicine of alginate sodium improves therapeutic results of posterior lumbar interbody fusion with cages for degenerative lumbar disease in osteoporosis patients by downregulating serum miR‐155. Int J Nanomed 12(1): 8459–8469. [Europe PMC free article] [Abstract] [Google Scholar]
- Rada, B. , and Leto, T.L. (2013) Pyocyanin effects on respiratory epithelium: relevance in Pseudomonas aeruginosa airway infections. Trends Microbiol 21(2): 73–81. [Europe PMC free article] [Abstract] [Google Scholar]
- Rehm, B.H. , and Valla, S. (1997) Bacterial alginates: biosynthesis and applications. Appl Microbiol Biotechnol 48(3): 281–288. [Abstract] [Google Scholar]
- Remminghorst, U. , and Rehm, B.H. (2006) Bacterial alginates: from biosynthesis to applications. Biotechnol Lett 28(21): 1701–1712. [Abstract] [Google Scholar]
- Rocchetta, H.L. , Burrows, L.L. , Pacan, J.C. , and Lam, J.S. (1998) Three rhamnosyltransferases responsible for assembly of the A‐band D‐rhamnan polysaccharide in Pseudomonas aeruginosa: a fourth transferase, WbpL, is required for the initiation of both A‐band and B‐band lipopolysaccharide synthesis. Mol Microbiol 28(6): 1103–1119. [Abstract] [Google Scholar]
- Schurr, M.J. , Yu, H. , Martinez‐Salazar, J.M. , Boucher, J.C. , and Deretic, V. (1996) Control of AlgU, a member of the sigma E‐like family of stress sigma factors, by the negative regulators MucA and MucB and Pseudomonas aeruginosa conversion to mucoidy in cystic fibrosis. J Bacteriol 178(16): 4997–5004. [Europe PMC free article] [Abstract] [Google Scholar]
- Schwarzmann, S. , and Boring, J.R. (1971) Antiphagocytic effect of slime from a mucoid strain of Pseudomonas aeruginosa . Infect Immun 3(6): 762–767. [Europe PMC free article] [Abstract] [Google Scholar]
- Schweizer, H.P. , and Hoang, T.T. (1995) An improved system for gene replacement and xylE fusion analysis in Pseudomonas aeruginosa . Gene 158(1): 15–22. [Abstract] [Google Scholar]
- Seemann, T. (2014) Prokka: rapid prokaryotic genome annotation. Bioinformatics 30(14): 2068–2069. [Abstract] [Google Scholar]
- Smithsrød, O. , and Whittington, S.G. (1969) Monte Carlo investigation of chemical inhomogeneity in copolymers. Macromolecules 2(1): 42–44. [Google Scholar]
- Stokke, B.T. , Smidsrød, O. , and Brant, D.A. (1993) Predicted influence of monomer sequence distribution and acetylation on the extension of naturally occurring alginates. Carbohyd Polym 22(1): 57–66. [Google Scholar]
- Taeb, M. , Jafarzadeh, A. , Mortazavi‐Jahromi, S.S. , Zainodini, N. , Mirzaei, M.R. , Jafarnezhad‐Ansariha, F. , et al (2018) Effect of beta‐D‐mannuronic acid (M2000) on oxidative stress enzymes’ gene using healthy donor peripheral blood mononuclear cells for evaluating the anti‐aging property. Curr Drug Discov Technol 15 [Abstract] [Google Scholar]
- Tatnell, P.J. , Russell, N.J. , Govan, J.R. , and Gacesa, P. (1996) Characterisation of alginates from mucoid strains of Pseudomonas aeruginosa . Biochem Soc Trans 24(3): 404S. [Abstract] [Google Scholar]
- Vold, I.M. , Kristiansen, K.A. , and Christensen, B.E. (2006) A study of the chain stiffness and extension of alginates, in vitro epimerized alginates, and periodate‐oxidized alginates using size‐exclusion chromatography combined with light scattering and viscosity detectors. Biomacromol 7(7): 2136–2146. [Abstract] [Google Scholar]
- Winsor, G.L. , Griffiths, E.J. , Lo, R. , Dhillon, B.K. , Shay, J.A. , and Brinkman, F.S. (2016) Enhanced annotations and features for comparing thousands of Pseudomonas genomes in the Pseudomonas genome database. Nucleic Acids Res 44(D1): D646–D653. [Europe PMC free article] [Abstract] [Google Scholar]
- Xie, Z.D. , Hershberger, C.D. , Shankar, S. , Ye, R.W. , and Chakrabarty, A.M. (1996) Sigma factor‐anti‐sigma factor interaction in alginate synthesis: inhibition of AlgT by MucA. J Bacteriol 178(16): 4990–4996. [Europe PMC free article] [Abstract] [Google Scholar]
Articles from Microbial Biotechnology are provided here courtesy of Wiley
Full text links
Read article at publisher's site: https://doi.org/10.1111/1751-7915.13411
Read article for free, from open access legal sources, via Unpaywall: https://sfamjournals.onlinelibrary.wiley.com/doi/pdfdirect/10.1111/1751-7915.13411
Citations & impact
Impact metrics
Article citations
Nano/Micro-Structural Supramolecular Biopolymers: Innovative Networks with the Boundless Potential in Sustainable Agriculture.
Nanomicro Lett, 16(1):147, 08 Mar 2024
Cited by: 1 article | PMID: 38457088
Review
Genome analysis of Pseudomonas strain 4B with broad antagonistic activity against toxigenic fungi.
Braz J Microbiol, 55(1):269-280, 17 Jan 2024
Cited by: 1 article | PMID: 38228937
A Review on Hydrophobically Associated Alginates: Approaches and Applications.
ACS Omega, 9(4):4246-4262, 17 Jan 2024
Cited by: 0 articles | PMID: 38313527 | PMCID: PMC10831841
Review Free full text in Europe PMC
Enhancing Soil Resilience: Bacterial Alginate Hydrogel vs. Algal Alginate in Mitigating Agricultural Challenges.
Gels, 9(12):988, 17 Dec 2023
Cited by: 0 articles | PMID: 38131972 | PMCID: PMC10743275
Two-step conversion of polyethylene into recombinant proteins using a microbial platform.
Microb Cell Fact, 22(1):214, 17 Oct 2023
Cited by: 1 article | PMID: 37848881 | PMCID: PMC10580613
Go to all (21) article citations
Data
Data behind the article
This data has been text mined from the article, or deposited into data resources.
BioStudies: supplemental material and supporting data
Nucleotide Sequences (3)
- (2 citations) ENA - CP032541
- (1 citation) ENA - AE004091
- (1 citation) ENA - CP032540
Similar Articles
To arrive at the top five similar articles we use a word-weighted algorithm to compare words from the Title and Abstract of each citation.
Effects of ambroxol on alginate of mature Pseudomonas aeruginosa biofilms.
Curr Microbiol, 57(1):1-7, 04 Apr 2008
Cited by: 20 articles | PMID: 18389310
Identification of novel genes associated with alginate production in Pseudomonas aeruginosa using mini-himar1 mariner transposon-mediated mutagenesis.
J Vis Exp, (85), 10 Mar 2014
Cited by: 6 articles | PMID: 24637508 | PMCID: PMC4145724
Pseudomonas aeruginosa biofilms: role of the alginate exopolysaccharide.
J Ind Microbiol, 15(3):162-168, 01 Sep 1995
Cited by: 99 articles | PMID: 8519473
Review
Iron-regulated expression of alginate production, mucoid phenotype, and biofilm formation by Pseudomonas aeruginosa.
mBio, 5(1):e01010-13, 04 Feb 2014
Cited by: 54 articles | PMID: 24496793 | PMCID: PMC3950519
Funding
Funders who supported this work.
NIGMS NIH HHS (2)
Grant ID: R44 GM113545
Grant ID: P20 GM103434
NIH HHS (2)
Grant ID: R44GM113545
Grant ID: P20GM103434
National Institutes of Health (2)
Grant ID: P20GM103434
Grant ID: R44GM113545