Skip to main content
Advertisement
Browse Subject Areas
?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

  • Loading metrics

Methyl t-butyl ether-degrading bacteria for bioremediation and biocontrol purposes

  • Giada d’Errico,

    Roles Data curation, Investigation, Writing – original draft, Writing – review & editing

    Affiliation University of Naples Federico II, Department of Agricultural Sciences, Portici (NA), Italy

  • Veronica Aloj,

    Roles Data curation, Investigation, Writing – original draft, Writing – review & editing

    Affiliation University of Naples Federico II, Department of Agricultural Sciences, Portici (NA), Italy

  • Valeria Ventorino,

    Roles Data curation, Investigation, Writing – original draft, Writing – review & editing

    Affiliation University of Naples Federico II, Department of Agricultural Sciences, Portici (NA), Italy

  • Assunta Bottiglieri,

    Roles Data curation, Investigation

    Affiliation University of Naples Federico II, Department of Agricultural Sciences, Portici (NA), Italy

  • Ernesto Comite,

    Roles Data curation, Investigation

    Affiliation University of Naples Federico II, Department of Agricultural Sciences, Portici (NA), Italy

  • Alberto Ritieni,

    Roles Investigation

    Affiliation University of Naples Federico II, Department of Pharmacy, Naples, Italy

  • Roberta Marra,

    Roles Data curation, Investigation

    Affiliation University of Naples Federico II, Department of Agricultural Sciences, Portici (NA), Italy

  • Sergio Bolletti Censi,

    Roles Writing – original draft, Writing – review & editing

    Affiliation Cosvitec scarl, Naples, Italy

  • Gavin R. Flematti,

    Roles Investigation

    Affiliation School of Molecular Sciences, The University of Western Australia, Crawley, WA, Australia

  • Olimpia Pepe,

    Roles Conceptualization, Data curation, Investigation, Writing – original draft, Writing – review & editing

    Affiliation University of Naples Federico II, Department of Agricultural Sciences, Portici (NA), Italy

  • Francesco Vinale

    Roles Conceptualization, Data curation, Investigation, Writing – original draft, Writing – review & editing

    frvinale@unina.it

    Affiliations University of Naples Federico II, Department of Veterinary Medicine and Animal Production, Naples, Italy, National Research Council, Institute for Sustainable Plant Protection, Portici (NA), Italy

Abstract

A total of fifteen potential methyl t-butyl ether (MtBE)-degrading bacterial strains were isolated from contaminated soil. They have been identified as belonging to the genera Bacillus, Pseudomonas, Kocuria, Janibacter, Starkeya, Bosea, Mycolicibacterium, and Rhodovarius. Bacillus aryabhattai R1B, S. novella R8b, and M. mucogenicum R8i were able to grow using MtBE as carbon source, exhibiting different growth behavior and contaminant degradation ability. Their biocontrol ability was tested against various fungal pathogens. Both S. novella R8b and B. aryabhattai were effective in reducing the development of necrotic areas on leaves within 48 hours from Botritys cinerea and Alternaria alternata inoculation. Whereas, M. mucogenicum effectively controlled B. cinerea after 72 hours. Similar results were achieved using Pythium ultimum, in which the application of isolated bacteria increased seed germination. Only M. mucogenicum elicited tomato plants resistance against B. cinerea. This is the first report describing the occurrence of bioremediation and biocontrol activities in M. mucogenicum, B. aryabhattai and S. novella species. The production of maculosin and its antibiotic activity against Rhizoctonia solani has been reported for first time from S. novella. Our results highlight the importance of multidisciplinary approaches to achieve a consistent selection of bacterial strains useful for plant protection and bioremediation purposes.

Introduction

Methyl tertiary-butyl ether (MtBE) is widely used as an oxygenated additive to increase the octane number and the combustion efficiency of gasoline for reducing emissions of carbon monoxide and volatile organic carbon [1,2]. This chemical compound is commonly utilized for about 80% of motor vehicle fuels in the USA (10–15%) and in Europe (1–10%). Due to its high solubility (49 g L-1), low organic carbon partition coefficient Koc (11 mg L-1) and poor natural degradation, MtBE is highly persistent in the environment [3]. Therefore, MtBE is considered a serious environmental problem for the contamination of soil, surface water and groundwater [4,5]. Also, MtBE is a known animal carcinogen and a potential human carcinogen and genotoxin [4,6]. The development of technologies to treat MtBE-contaminated soil is of great importance worldwide. Different remediation technologies, such as soil flushing, soil washing, air stripping, adsorption, oxidation, phytoremediation, biodegradation processes and much more have been proposed [4,7]. Among these strategies, biodegradation processes are recognized as innovative, cost-effective and environmentally friendly options for the detoxification of MtBE-contaminated soil [4,7,8]. Some microorganisms can partially or completely degrade MtBE under aerobic or anaerobic conditions [9,10,11,12]. Hydrocarbon substrates in general are known to be selectively degraded by specific micro-organisms, consequently the use of microbial consortia can provide a broader spectrum of enzymes through co-metabolism [13]. A single microbial population can convert a compound into a metabolite that can be then degraded further by another population resulting in improved biodegradation [11]. Interestingly, several microbial agents tailored for bioremediation of contaminated soil are widely known for their ability to induce systemic resistance and in addition, promote plant growth. These include different genera and species of bacteria (Bacillus, Streptomyces, Pseudomonas, Burkholderia and Agrobacterium) or fungi (e.g. Trichoderma, Talaromyces) [14] as well as their metabolites [15,16]. The use of beneficial bacteria may be a mean of overcoming the problem of pollutants accumulated by soil and, at the same time, remediating polluted environments. The present work brings new insights on the biodegradability of MtBE by selected bacteria useful both for plant protection against various pests and diseases and for soil bioremediation, through investigations on: (1) MtBE degradation ability of bacterial strains isolated from hydrocarbon-contaminated soil; (2) in vitro and in vivo bio-control activity of selected bacterial strains; and (3) their induced systemic resistance (ISR).

Materials and methods

Culture media

The culture growth media used throughout this work were Potato Dextrose Agar (PDA), Potato Dextrose Broth (PDB), Luria Bertani Broth (LB), Luria Bertani Agar (LBA), Plate Count Agar, OXOID (PCA), Plate Count Broth, OXOID (PCB), and Malt Extract + Mycological Peptone (MEP). The SM (pH 6.6) contained (g·l-1): KH2PO4, 0.68; K2HPO4, 0.87; KCL, 0.2; NH4NO3, 1; FeSO4, 0.002; ZnSO4, 0.002; MnSO4, 0.002; CaCl2, 0.2; MgSO4, 0.2. Instead, Frankia-Tween (FTW) medium was comprised (g·l-1) of the following: K2HPO4, 0.225; KH2PO4, 0.225; (NH4)2SO4, 0.225; MgSO4×7H2O, 0.05; CaCO3, 0.005; FeCl2×4H2O, 0.005. The liquid mineral medium was sterilized by autoclaving at 121°C for 20 min. MtBE (Sigma-Aldrich, St. Louis, MO, USA; 99.9% purity) was added to media following sterilization and cooling at room temperature.

Fungal microorganisms

Fungi used for assays were obtained from the fungal culture collection of the Department of Agricultural Sciences, University of Naples Federico II (Portici, Naples, Italy), and designated as: Rhizoctonia solani, Pythium ultimum, Alternaria alternata and Botrytis cinerea. Fungal inocula were produced by individually culturing of isolates for 2 weeks on PDA (for A. alternata), on MEP (for B. cinerea) or on PDB (for R. solani and P. ultimum) with shaking (150 rpm) in darkness at 25°C. Plates were flooded with sterile distilled water and gently rubbed with a sterile, bent glass rod to release conidia. The spore suspensions were decanted through pads of sterile glass wool to remove mycelial debris. The spore concentration was determined using a Bright-line® hemocytometer (Sigma) and fungal constituents were cryopreserved with glycerol 20% (v/v) at -20°C until use.

Isolation and identification of bacteria from MtBE-contaminated soil

Microbial isolation.

MtBE-contaminated soil, collected from an industrial area in Italy, was used to isolate new potential hydrocarbon-degrading microorganisms. Briefly, 20 g of soil samples were suspendend in 180 mL of quarter strength Ringer’s solution (Oxoid, Milan, Italy) containing tetrasodium pyrophosphate (16% w/v) according to Ventorino et al. [17]. After shaking, suitable tenfold dilutions were performed and used to inoculate (100 μL) PCA plates by using the Surface Spread Plate Count Method. Plates were incubated at 28°C for 48–72 h. After incubation, single colonies were randomly isolated on the basis of their colony morphology (i.e., shape, edge, color, elevation, and dimension) by repetitive streaking on the same isolation medium, and stored at 4°C as slant cultures until their characterization.

Identification of bacterial isolates.

Bacterial isolates were identified using a polyphasic approach on the basis of their phenotypic, biochemical, and molecular characterization. Isolates were preliminarily characterized on the basis of their microscopic morphology (phase-contrast microscopy, shape, dimension, and presence of spores) and biochemical features (Gram stains and catalase activity) as previously reported [18].

Molecular identification was performed by 16S rRNA gene sequencing. Bacterial DNA was extracted using InstaGeneTM Matrix (Bio-Rad Laboratories, Hercules, CA) according to the supplier’s recommendations. Approximately 50 ng of DNA was used as template for PCR assay. The amplification of 16S rRNA gene was performed using synthetic oligonucleotide primers described by Weisburg et al. [19], fD1 (5′-AGAGTTTGATCCTGGCTCAG-3′) and rD1 (5′-AAGGAGGTGATCCAGCC-3′), Escherichia coli positions 8–17 and 1540–1524, respectively. The PCR mixture was prepared as reported by Alfonzo et al. [20]. The PCR conditions were performed as described by Viscardi et al. [21]. The PCR products were visualized by agarose (1.5% wt/vol) gel electrophoresis (100 V for 1 h) and then purified using the QIAquick gel extraction kit (Qiagen S.p.A., Milan, Italy). The DNA sequences were determined and analyzed as previously reported [22], and they were compared to the reference RNA sequences database of GenBank nucleotide data library using the Blast software at the National Centre of Biotechnology Information website (http://www.ncbi.nlm.nih.gov/Blast.cgi) [23].

Selection of bacteria for soil bioremediation

Screening in liquid medium.

Bacterial strains were pre-inoculated dissolving a single colony in 10 mL of PCB and incubated overnight at 30°C. After incubation, a volume of each culture, corresponding to 0.1 O.D.600nm, was used to inoculate 10 mL of FTW medium supplemented with 50 ppm of MtBE (Sigma-Aldrich) as the sole carbon source. The cultures were incubated at 25°C for 7 days and the growth of bacterial strains was determined by measuring the absorbance at 600 nm using a spectrophotometer (Eppendorf, Milan, Italy). All tests were performed in triplicate.

The bacterial strains able to grow in the selective FTW medium with MtBE were selected for further investigations. Pre-inoculum of selected bacterial strains was performed as above reported and used to inoculate 50 mL of FTW medium supplemented with different MtBE concentrations (50, 100 and 500 ppm). Cultures were incubated for 7 days at 25°C and 150 rpm, in a rotary shaker incubator. Samples were withdrawn periodically at 0, 3, 5, and 7 days and cell growth was determined by a spread plate count method using PCA medium.

MtBE biodegradation assays.

The degradation of MtBE was monitored by Gas Chromatography-Flame Ionization Detection (GC-FID) using a Shimadzu GC-17 (Shimadzu, Kyoto, Japan) instrument with autoinjector. Separation was achieved using a ZB-WAX column (60 m x 0.53 mm id, x 1.00 um phase thickness), split injection 1:25, injection time 2 min. The time programme was: 35°C for 6 min, to 120°C with 4°C/min and to 240°C with 40°C/min, held at 240°C for 5 min, injector and detector temperatures were 200 and 240°C, respectively, helium (0.6mL/min) was used as a carrier gas. For headspace analysis, samples (10 ml) were stirred for 30 min at 70°C in headspace vials containing 2.5 g NaCl. Gas from the headspace (1 μl) was injected into the GC-FID. For data acquisition and data processing GC Solutions software ver. 2.3 was used.

Selection of bacteria for biocontrol

Screening of bacteria for in vitro antagonistic activity towards fungal pathogens.

Selected bacteria, B. aryabhattai R1B, M. mucogenicum R8i and S. novella R8b, were tested for their ability to inhibit fungal soil pathogens (R. solani and P. ultimum) and foliar pathogens (B. cinerea and A. alternata) as described by Whipps [24]. Briefly, a single colony of each isolate was streaked on LBA plate and incubated for 3 days at 28°C. Then, two single colonies of each isolate for strain were picked and placed in 500 μL of sterile water. Fifty microliter of each solution were streaked on PDA plate and incubated at 28°C. After 24 h, a 5-mm agar disk containing actively growing margins of mycelial colonies was placed in the middle of the plate and incubated. Fungal growth inhibition was measured after 12, 24, 48 and 72 hours. Strains were tested in four replicates and the experiments were performed twice for each isolate. Untreated plates served as controls.

Screening of bacteria for the in vivo biocontrol activity towards B. cinerea and A. alternata.

The ability of S. novella R8b, M. mucogenicum R8i and B. aryabhattai R1B to inhibit the growth of foliar pathogens, B. cinerea and A. alternate, was evaluated in in vivo assays. Tomato (Lycopersicum esculentum L. cv. Marmande) seeds were surface-sterilized (1% sodium hypochlorite for 2 min), rinsed several times, and sown in sterilized soil. After germination, the bacterial suspension was diluted with sterile distilled water to 1x107 CFU/mL, and then immediately applied (3 mL) to tomato leaves using an aerosol spray bottle (Nalgene Inc., Rochester, NY). After foliar application, seedlings were treated with 10μL of fungal pathogen inoculum (1x106 conidia/mL) in germination buffer (20 mM potassium phosphate and 20 mM glucose). Plants were bagged and placed in a randomized block design and then incubated at 18°C with >85% humidity for 7 days in a growth chamber (16 h/light photoperiod). Disease incidence was evaluated at 14 days after inoculation calculating the necrotic area per leaf (mm2) for treatment. The experiment was repeated twice and each treatment was replicated four times. Untreated plants served as controls.

Screening of bacteria for the in vivo biocontrol activity towards P. ultimum.

The ability of selected bacterial strains to inhibit the growth of soil pathogen P. ultimum was evaluated in in vivo assays. Tomato seeds cv. Marmande were surface-sterilized as described above. About one gram of seeds were exposed to 1 mL of each bacterial suspension (1x107 CFU/mL). After coating, seeds were sown in soil uniformly amended with the biomass of P. ultimum at a dose of 3 g/L per soil. The disease incidence was evaluated at 7 and 14 days after inoculation counting the number of germinated seeds and measuring root growth. Pots were placed in a randomized block design and then incubated at 22°C under photoperiodic lighting (16 hours of light: 8 hours of dark) program (5,000 lux). The experiment included 8 treatments: untreated pots (water control), pots without bacterial and/or fungal inoculation (controls), and P. ultimum-infected pots treated with B. aryabhattai R1B, M. mucogenicum R8i and S. novella R8b. The experiment was repeated twice and each treatment was replicated four times.

Induced systemic resistance (ISR) assays.

The capacity of B. aryabhattai R1B, M. mucogenicum R8i and S. novella R8b to induce systemic resistance in tomato plants cv. Marmande against B. cinerea was tested. Tomato seeds were sterilized (as above described) and sown in sterilized soil. Three ml of each bacterial suspension were sprayed onto true-leaf stage of the first stand growth of test plants at approximately 1x107 CFU/mL. Then, tomato leaves of the second stand growth were treated with 10μL of fungal pathogen inoculum (1x106 conidia/mL) in germination buffer. Plants were bagged and pots placed in a randomized block design at 18°C under photoperiodic lighting (16 hours of light: 8 hours of dark) program (5,000 lux). Disease incidence was evaluated at 48, 72 and 96 hours after B. cinerea inoculation measuring the necrotic area per leaf (mm2) for treatment. The experiment was repeated twice and each treatment was replicated four times. Untreated plants served as controls.

Isolation and characterization of secondary metabolites produced by selected bacterial strains.

Selected bacterial strains were pre-grown in LB medium with shaking (150 rpm) at 25°C for 2 weeks. Cultures were centrifuged (15000 rpm) for 15 min to remove bacterial cells. Then, liquid cultures of each strain were filtered through No. 4 filter paper (Whatman, Brentford, U.K.) and exhaustively extracted with ethyl acetate (EtOAc, Sigma-Aldrich, St. Louis, MO). The separated organic fractions were treated with anhydrous NaSO4 (Sigma-Aldrich) to remove water moisture and evaporated in vacuo at 35°C. The dried residue was subjected to analytical reverse-phase TLC (glass pre-coated Silica gel 60 RP-18 plates-Merck Kieselgel 60 TLC Silica gel 60 RP-18 F254s, 0.25 mm) using 8:2 v/v EtOAc: hexanes or 9:1 CHCl3:MeOH as eluents. Compounds were detected on TLC plates using UV light (254 or 366 nm) and/or by spraying the plates with 10% (w/v) CeSO4 in water or 5% (v/v) H2SO4 in EtOH followed by heating at 110° C for 10 min. The organic extracts obtained were submitted to silica gel column chromatography under atmospheric pressure (length 1.3 m and ø 4 cm). The sequence of elution step was performed using chloroform:methanol (8:2 v/v), chloroform:methanol (9:1 v/v) and methanol (MeOH 100%). Reactions were monitored by thin layer chromatography (TLC) using silica gel plates (Merck Silica Gel PF-254) and chloroform:methanol (9:1 v/v) as eluent. Homogeneous fractions were further purified by preparative TLC (Si gel; chloroform:methanol (9:1 v/v). All solvents and reagents used were supplied by Fluka (A.G. Bush, Svizzera).

Antibiosis assays against four soil-borne pathogens.

The antibiotic properties of secondary metabolites extracted from selected bacterial strains were evaluated against soil-borne pathogens P. ultimum, A. alternata, B. cinerea and R. solani. Pathogen plugs from growing edges of colonies were placed at the center of Petri plates containing one-fifths of PDA. Ten microliters of the purified metabolite at concentrations ranging from 1 to 100 μg plug-1 were applied on the top of each plug. The control was obtained by applying 10 μL of solvent alone (EtOAc). The solvent was evaporated under a laminar flow cabinet and plates were incubated at 25°C for 3 days according to Almassi et al [25]. The pathogen growth was daily measured as colony diameter. Each treatment consisted of three replicates and the experiment was repeated twice.

Statistical analysis

Statistical analysis was performed using SPSS 15.0 software (SPSS for Windows). As the results from the repeated experiments were similar, data were pooled for the analysis of variance (ANOVA). Means were compared using Student Newman Keuls multiple comparison test at P < 0.05.

Accession numbers

The 16S rRNA gene sequences obtained from bacterial strains were deposited in the GenBank nucleotide database under accession numbers from MN206777 to MN206791 (http://www.ncbi.nlm.nih.gov).

Results

Identification and selection of bacteria isolated from MtBE-contaminated soil

A total of 15 potential MtBE-degrading bacterial strains were isolated from MtBE-contaminated soil after incubation on PCA medium. The polyphasic approach of identification resulted in bacterial isolates with different shapes, dimensions and, in some cases, spore presence and great biodiversity, as eight genera and twelve different species were found (Table 1). Bacillus spp. was the most representative genus with the species B. aryabhattai, B. stratosphericus, B. thuringensis, B. mobilis, and B. marisflavi. The other bacterial genera were represented by one species identified as Pseudomonas xanthomarina, Kocuria rosea, Janibacter melonis, Starkeya novella, Bosea eneae, Mycolicibacterium mucogenicum, and Rhodovarius lipocyclicus (Table 1).

thumbnail
Table 1. Phenotypic characterization and molecular identification of 15 bacterial strains isolated from MtBE-contaminated soil.

https://doi.org/10.1371/journal.pone.0228936.t001

Preliminary screening of all bacterial strains in the selective liquid medium showed that only the three strains B. aryabhattai R1B, S. novella R8b, and M. mucogenicum R8i, were able to grow in the FTW medium supplemented with MtBE (50 ppm) as sole carbon source (data not shown).

Bacterial soil bioremediation

Bacterial growth and MtBE biodegradation on liquid medium.

The three selected bacterial strains, B. aryabhattai R1B, S. novella R8b, and M. mucogenicum R8i, were tested for their ability to grow in the FTW medium supplemented with different concentrations of MtBE. Although all the strains were able to grow in the minimal selective medium containing different MtBE concentrations reaching values of 107−108 in 3–5 days, a different behavior in respect to chemical compound concentration was observed. In particular, the strain B. aryabhattai R1B reached a concentration of approximately 108 CFU/mL at 50 and 100 ppm of MtBE and showed the lowest growth on plates loaded with 500 ppm of MtBE (about 107 CFU/mL) exhibiting a moderate ability to degrade MtBE at 50 ppm (46%), 100 ppm (37%) and 500 ppm (15%) (Table 2). Similarly the highest cell growth of the strains M. mucogenicum R8i and S. novella R8b was observed in the cultural medium at lower concentration of MtBE (50 ppm), reaching values of about 108 CFU/mL (data not shown), exhibiting a significant degradation potential in the amount of 74 and 87%, respectively (Table 2). A lower growth, up to approximately 107 CFU/mL (data not shown) on plates with 100 and 500 ppm of MtBE, was observed for both strains with a degradation percentage ranging from 14 to 0% (Table 2).

thumbnail
Table 2. Quantification of MtBE degradation (%) produced by Bacillus aryabhattai R1B, Mycolicibacterium mucogenicum R8i and Starkeya novella R8b in the presence of MTBE at 50, 100 and 500 ppm after 14 days of incubation.

Data were obtained using Gas Chromatographic-Flame Ionization Detector (GC-FID) method.

https://doi.org/10.1371/journal.pone.0228936.t002

Bacterial biocontrol activity

Screening of bacteria for in vitro antagonistic activity towards fungal pathogens.

Antagonism was evaluated in terms of reduction of fungal radial growth. Starkeya novella R8b and B. aryabhattai R1B were effective in reducing B. cinerea, P. ultimum and A. alternata activities. Overall, strain R8b produced greater inhibition than strain R1B against B. cinerea. The inhibition caused by strain R8b was 50%, 39% and 24% for B. cinerea, P. ultimum and A. alternata, respectively (Fig 1). Whereas, strain R1B inhibited fungal radial growths of P. ultimum (25%) and A. alternata (32%). No sign of growth inhibition of B. cinerea occurred using the bacterial strain R1B (Fig 1). Mycolicibacterium mucogenicum R8i was not effective in reducing fungal activities. None of the selected bacterial strains inhibited R. solani radial growth (data not shown).

thumbnail
Fig 1. Percent fungal radial growth inhibition of Botrytis cinerea, P. ultimum and A. alternata in response to Starkeya novella R8b (R8b) and Bacillus aryabhattai R1B (R1B) on Petri plates of potato dextrose agar (PDA) at 28°C.

Inhibition area was measured after 96 hours of incubation. Values represent means of quadruplicate samples ± standard deviation. Means were compared using Student Newman Keuls multiple comparison test at P < 0.05. Different letters indicate significant difference between treatments (P < 0.05).

https://doi.org/10.1371/journal.pone.0228936.g001

Screening of bacteria for the in vivo biocontrol activity towards B. cinerea and A. alternata.

Starkeya novella R8b and B. aryabhattai R1B were effective in reducing the disease incidence caused by B. cinerea (Fig 2) and A. alternata (Fig 3). Starkeya novella R8b and B. aryabhattai R1B statistically reduced foliar damages caused by both pathogens after 48 hrs in comparison to the control. The inhibition caused by strain R1B and R8b was up to 50% and 85%, respectively, for B. cinerea in comparison to the control (Fig 2). Whereas, Fig 4 shows the fungal inhibition caused by strain R1B (ranging from 53% to 74%) and R8b (ranging from 60% to 76%) against A. alternata. No sign of growth inhibition of both tested pathogens occurred using the bacterial strain R8i (Figs 2 and 3). Mycolicibacterium mucogenicum R8i was not effective in reducing fungal activities. However, all selected bacterial strains were ineffective against R. solani (data not shown).

thumbnail
Fig 2. Mean inhibition of necrotic leaf area (mm2) of Botritys cinerea in response to Bacillus aryabhattai R1B (R1B), Mycolicibacterium mucogenicum R8i (R8i) and Starkeya novella R8b (R8b) treatments.

Diameters of the necrotic area on leaves were measured after 14 days. Values represent means of quadruplicate samples ± standard deviation. Means were compared using Student Newman Keuls multiple comparison test at P < 0.05. Different letters indicate significant difference among treatments at 48, 72 or 96 hours (P < 0.05).

https://doi.org/10.1371/journal.pone.0228936.g002

thumbnail
Fig 3. Mean inhibition of necrotic leaf area (mm2) of Alternaria alternata in response to Bacillus aryabhattai R1B (R1B), Mycolicibacterium mucogenicum R8i (R8i) and Starkeya novella R8b (R8b) treatments.

Diameters of the necrotic area on leaves were measured after 14 days. Values represent means of quadruplicate samples ± standard deviation. Means were compared using Student Newman Keuls multiple comparison test at P < 0.05. Different letters indicate significant difference among treatments at 48, 72 or 96 hours (P < 0.05).

https://doi.org/10.1371/journal.pone.0228936.g003

thumbnail
Fig 4. Tomato root growth infected by Pythium ultimum and treated with selected bacterial strains.

H2O (water), Pythium ultimum, Bacillus aryabhattai (R1B), Starkeya novella (R8b) and Mycolicibacterium mucogenicum (R8i) served as controls. Values represent means of triplicate samples, and error bars represent standard deviation of the mean. Means were compared using Student Newman Keuls multiple comparison test at P < 0.05. Different letters indicate significant difference between treatments at 14 days (P < 0.05).

https://doi.org/10.1371/journal.pone.0228936.g004

Screening of bacteria for the in vivo biocontrol activity towards P. ultimum.

Results indicated that in absence of P. ultimum, bacterial-treated seedlings showed a more developed root system than the untreated control (Fig 4). In P. ultimum-inoculated soil, bacterial strains were not effective on tomato root growth (Fig 4). Whereas, seed germination was positively improved by treatments using all selected bacteria (Table 3).

thumbnail
Table 3. Tomato seed germination after 7 and 13 days from Pythium inoculum.

H2O (water), Pythium, Bacillus aryabhattai (R1B), Starkeya novella (R8b) and Mycolicibacterium mucogenicum (R8i) served as controls. Values represent means of triplicate samples ± standard deviation. Means were compared using Student Newman Keuls multiple comparison test at P < 0.05. Different letters indicate significant difference between treatments at 7 and 14 days (P < 0.05).

https://doi.org/10.1371/journal.pone.0228936.t003

Induced systemic resistance (ISR) assays.

When tomato plants were inoculated with M. mucogenicum R8i, the appearance of necrotic cell death after leaf infection with B. cinerea was reduced by 50% 48 hours after pathogen challenge (Fig 5). After 72 and 96 hours strain R8i elicited systemic protection by more than 70%. B. aryabhattai R1B and S. novella R8b did not induce a resistance in tomato plants (not shown).

thumbnail
Fig 5. Effect of treatments with Mycolicibacterium mucogenicum R8i (R8i) on tomato leaves cv. Marmande infected with Botrytis cinerea.

For induced systemic resistance (ISR) test, the true-leaf stage of the first stand growth of plants was sprayed with R8i (1x107 CFU/ml) and the second stand growth was infected with Botrytis cinerea (1x106 conidia/ml). Plants were bagged and incubated at 18°C. Disease incidence was evaluated at 48, 72 and 96 hours, measuring the necrotic area per leaf (mm2). The experiment was repeated twice and each treatment was replicated four times. Means were compared using Student Newman Keuls multiple comparison test at P < 0.05. Different letters indicate significant difference between treatments at 48, 72 or 96 hours (P < 0.05).

https://doi.org/10.1371/journal.pone.0228936.g005

Isolation and characterization of secondary metabolites produced by selected bacterial strains.

Secondary metabolites obtained from culture filtrates of B. aryabhattai R1B and M. mucogenicum R8i were isolated and characterized as above reported. Oil residues of strains R1B and R8i (234.2 mg and 253 mg, respectively) were mainly composed of fatty acids and lipocarbohydrates as determined by NMR analysis. The separation of S. novella R8b extract (265.6 mg) yielded 14 different and homogeneous fractions. The main secondary metabolite of S. novella R8b was purified by the preparative TLC of fractions (2–3), (3–5)III and (6–14)d. The metabolite isolated showed chromatographic and spectroscopic properties (NMR and MS) similar to those reported in literature [26] for a compound known as maculosin (Fig 6).

Antibiosis assays against four soil-borne pathogens.

In vitro antibiotic activity of the secondary metabolite maculosin against R. solani, B. cinerea, P. ultimum and A. alternata was tested. Results showed that only R. solani was slightly inhibited by maculosin at 100 μg (data not shown). Growth of R. solani was significantly reduced (up to 30%) by the highest concentration of maculosin after 48 hours of exposure.

Discussion

Bioremediation is an innovative technology that employs the metabolic potential of the microbial soil component in the remediation of contaminated environments. Specialized bacteria are able to withstand unfavorable conditions and degrade specific pollutants such as hydrocarbons, heavy metals and various pesticides [27]. The involvement of these microorganisms in the bioremediation process have found wide application in environmental and agricultural sectors [28,29,30,31,32]. Numerous treatments exploit the opportunity to use pollutant-degrading microorganisms previously isolated from soils contaminated by the same compound [33,34]. In fact, recently, it was demonstrated the capacity of natural ecosystems to develop a microbiota adapted to polluted soil due to anthropogenic activities as release of organic xenobiotic compounds [35]. In this way, it is possible to discover well-adapted microorganisms that are potentially able to metabolize organic pollutants converting them into less toxic and/or less mobile products. Bioremediation includes different processes that could be combined or improved through genetic manipulation or by altering the physico-chemical conditions of polluted sites [31,36,37,38,39,40]. These strategies are obviously subject to legal and socio-political barriers. In addition to bioremediation, microbes have applications in other areas of biotechnology, including the biological control of plant diseases.

In recent decades, there is increasing interest in the biological control techniques of plant diseases because of the traditional chemical control is causing serious problems, not only at the environmental, but also sanitary and economic levels. The use of pesticides contributes to soil and water pollutions, produces resistant pests and interferes with beneficial microflora and/or microfauna. Thus, eco-friendly strategies for plant protection represent a valid alternative to the use of synthetic chemicals, more respectful of environment, animal and human health [41,42,43,44]. Numerous species of bacteria are used in the biological control of plant diseases [45,46,47,48,49].

In view of these issues, bacteria play a key role in the bioremediation processes since they are able to degrade the organic matter producing a multiplicity of enzymes; moreover, they are characterized by a reproduction rate generally higher than other microorganisms [50]. In this work, 15 potential MtBE-degrading bacterial strains were isolated from MtBE-contaminated soil. Among these, the three strains B. aryabhattai R1B, S. novella R8b and M. mucogenicum R8i were able to grow using MtBE as carbon source, although they exhibited different growth behavior on high MtBE exposure as well as in degrading the chemical compound. Although the ability of some strains belonging to Mycobacterium genus to be involved into degradation of MtBE it was reported [51,52], this is the first known report describing the occurrence of this activity in M. mucogenicum species. Similarly, no previous works reported the ability of strains belonging to B. aryabhattai and S. novella species in degrading MtBE. However, Bacillus genus includes species that are able to degrade a wide variety of organic materials [53]. Recently, Wahla et al. [54] used a strain belonging to the B. aryabhattai species, isolated from contaminated soils, in consortium with other bacterial strains for biodegradation of the herbicide Metribuzin. It was reported that B. aryabhattai strains are also useful in arsenic bioremediation [55] as well as are able to promote rice seedlings growth and alleviate arsenic phytotoxicity [56]. Moreover, this species as well as S. novella are known to be able degrading organophosphate insecticides [57,58]. Dudášová et al. [59] reported a newly isolated bacterial strain S. novella with PCB-degrading ability in liquid medium as well as in PCB-contaminated sediment.

The biocontrol ability of selected bacteria was tested for the first time through in vitro and in vivo antagonism and ISR tests against various fungal pathogens. In vitro the most interesting results were obtained from S. novella R8b and B. aryabhattai R1B. These strains were effective in reducing the development of necrotic areas on leaves within 48 hours from the inoculation of B. cinerea and A. alternata. On the other hand, M. mucogenicum R8i effectively controlled B. cinerea after 72 hours from pathogen inoculation. Similar results were achieved using P. ultimum, in which the application of isolated bacteria increased seed germination. In our experiments, only M. mucogenicum R8i elicited tomato plants resistance against B. cinerea. The main mechanism of inhibition is due to the production of antibiotic compounds [60].

Although M. mucogenicum showed bioremediation and biocontrol proprieties, mycobacteria are dangerous human and animal pathogens, causing not only tuberculosis, leprosy and severe mycobacterioses [61]. With regard to mycobacterial diversity, investigations have revealed the presence of specific species for hydrocarbon-contaminated soils such as M. monascense and M. chlorophenolicum [62]. In particular, M. mucogenicum has been detected in the water and aerosol samples in a hospital therapy pool environment [63].

The secondary metabolite, obtained from S. novella R8b and identified as the diketopiperazine maculosin, is known as a host-specific fungal phytotoxin produced by A. alternata on Centaurea maculosa [26]. Thus, maculosin is considered as a chemical lead for developing an environmentally friendly antiknapweed herbicide [64]. However, we report for the first time that maculosin is also produced by S. novella and exhibit antibiotic activity against R. solani. These findings open interesting perspectives on the possibility of using bacterial microorganisms and/or their derivatives for the formulation of new commercial products for plant protection.

In conclusion, bioformulations are less dangerous than synthetic pesticides for human and animal health, and the environment. Our results highlight the importance of complementary screening steps through a multidisciplinary approach to obtain a more representative selection of bacterial strains for plant protection and bioremediation purposes.

References

  1. 1. Seddigi ZS, Bumajdad A, Ansari SP, Ahmed SA, Danish EY, Yarkandi NH, et al. Preparation and characterization of Pd doped ceria-ZnO nanocomposite catalyst for methyl tert-butyl ether (MTBE) photodegradation. J Hazard Mater. 2014; 264:71–78. pmid:24275473
  2. 2. Siddiqui MN, Gondal MA. Nanocatalyst support of laser-induced photocatalytic degradation of MTBE. J Environ Sci Health. Part A-Toxic/Hazard Subst Environ Eng. 2014; 49:52–58.
  3. 3. Squillace P, Pope D, Price C. Occurrence of the Gasoline Additive MTBE in Shallow Ground Water in Urban and Agricultural Areas, U.S. Geol. Surv., National Water Quality Assessment Program (NAWQA), WRD, Rapid City, SD 57702. Fact Sheet FS-114-95. 1995; p. 4.
  4. 4. Levchuk I, Bhatnagar A, Sillanpää M. Overview of technologies for removal of methyl tert-butyl ether (MTBE) from water. Sci Total Environ. 2014; 476:415–433. pmid:24486497
  5. 5. Roslev P, Lentz T, Hesselsoe M. Microbial toxicity of methyl tert-butyl ether (MTBE) determined with fluorescent and luminescent bioassays. Chemosphere. 2014; 120:284–291. pmid:25128634
  6. 6. Lee WM, Yoon Y, An YJ. Combined toxicities of methyl tert-butyl ether and its metabolite tert-butyl alcohol on earthworms via different exposure routes. Chemosphere. 2015; 128:191–198. pmid:25706436
  7. 7. Alfonso-Gordillo G, Flores-Ortiz CM, Morales-Barrera L, Cristiani-Urbina E. Biodegradation of Methyl Tertiary Butyl Ether (MTBE) by a Microbial Consortium in a Continuous Up-Flow Packed-Bed Biofilm Reactor: Kinetic Study, Metabolite Identification and Toxicity Bioassays. PloS one. 2016; 11(12):e0167494. pmid:27907122
  8. 8. Guisado IM, Purswani J, Gonzalez-Lo´pez J, Pozo C. Physiological and genetic screening methods for the isolation of methyl tert-butyl ether-degrading bacteria for bioremediation purposes. Int Biodeterior Biodegrad. 2015; 97:67–74.
  9. 9. Deeb RA, Scow KM, Alvarez-Cohen L. Aerobic MTBE biodegradation: an examination of past studies, current challenges and future research directions. Biodegradation. 2000; 11:171–186. pmid:11440243
  10. 10. Ghazali FM, Rahaman RNZA, Salleh AB, Basri M. Biodegradation of hydrocarbon in soil by microbial consortium. Int Biodeter Biodegr. 2004; 54: 61–67.
  11. 11. Li S, Li D, Yan W. Cometabolism of methyl tert-butyl ether by a new microbial consortium ERS. Environ Sci Pollut Res. 2015; 22:10196–10205.
  12. 12. Gunasekaran V, Donmez E, Girhard M, Urlacher VB, Constantõ ÂM. Biodegradation of fuel oxygenates and their effect on the expression of a newly identified cytochrome P450 gene in Achromobacter xylosoxidans MCM2/2/1. Process Biochem. 2014; 49:124–129.
  13. 13. Li SS, Zhang D, Yan W. Enhanced biodegradation of methyl tert-butyl-ether by a microbial consortium. Curr Microbiol. 2014; 68:317–323. pmid:24162446
  14. 14. Lombardi N, Vitale S, Turrà D, Reverberi M, Fanelli C, Vinale F, et al. Root exudates of stressed plants stimulate and attract Trichoderma soil fungi. Mol Plant-Microbe Interact. 2018; 31(10):982–994. pmid:29547355
  15. 15. Vinale F, Nicoletti R, Lacatena F, Marra R, Sacco A, Lombardi N, d’Errico G, et al. Secondary metabolites from the endophytic fungus Talaromyces pinophilus. Nat Prod Res. 2017; 31(15):1778–1785. pmid:28278635
  16. 16. Kim HJ, Vinale F, Ghisalberti EL, Worth CM, Sivasithamparam K, Skelton BW, et al. An antifungal and plant growth promoting metabolite from a sterile dark ectotrophic fungus. Phytochemistry. 2006; 67(20):2277–2280. pmid:16942784
  17. 17. Ventorino V, De Marco A, Pepe O, De Santo AV, Moschetti G. Impact of innovative agricultural practices of carbon sequestration on soil microbial community. In Piccolo A, editor. Carbon Sequestration in Agricultural Soils. A Multidisciplinary Approach to Innovative Methods. Berlin, Heidelberg: Springer; 2012. p. 145–178.
  18. 18. Ventorino V, Robertiello A, Cimini D, Argenzio O, Schiraldi C, Montella S, et al. Bio-based succinate production from Arundo donax hydrolysate with the new natural succinic acid-producing strain Basfia succiniciproducens BPP7. Bioenerg Res. 2017; 10:488–498.
  19. 19. Weisburg WG, Barns SM, Pelletier DA, Lane DJ. 16S Ribosomal DNA amplification for phylogenetic study. J Bacteriol. 1991; 173(2): 697–703. pmid:1987160
  20. 20. Alfonzo A, Lo Piccolo S, Conigliaro G, Ventorino V, Burruano S, Moschetti G. Antifungal peptides produced by Bacillus amyloliquefaciens AG1 active against grapevine fungal pathogens. Ann Microbiol. 2012; 62:1593–1599.
  21. 21. Viscardi S, Ventorino V, Duran P, Maggio A, De Pascale S, Mora LM, et al. Assessment of plant growth promoting activities and abiotic stress tolerance of Azotobacter chroococcum strains for a potential use in sustainable agriculture. J Soil Sci Plant Nutr. 2016; 16:848–863.
  22. 22. Ventorino V, Ionata E, Birolo E, Montella S, Marcolongo L, De Chiaro A, et al. Lignocellulose-adapted endo-cellulase producing Streptomyces strains for bioconversion of cellulose-based materials. Front Microbiol. 2016; 7:2061. pmid:28066379
  23. 23. Altschul SF, Madden TL, Schäffer AA1, Zhang J, Zhang Z, Miller W, et al. Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Research. 1997; 25(17):3389–3402. pmid:9254694
  24. 24. Whipps JM. Effect of media on growth and interactions between a range of soilborne glasshouse pathogens and antagonistic fungi. New Phytol. 1987; 107:127–142.
  25. 25. Almassi F, Ghisalberti EL, Narbey MJ, Sivasithamparam K. New antibiotics from strains of Trichoderma harzianum. J Nat Prod. 1991; 54(2):396–402.
  26. 26. Stierle AC, Cardellina JH, Strobel GA. Maculosin, a host-specific phytotoxin for spotted knapweed from Alternaria alternata. Proceedings of the National Academy of Sciences. 1988; 85(21):8008–8011.
  27. 27. Watanabe K. Microorganisms relevant to bioremediation. Curr Opin Biotech. 2001; 12(3):237–241. pmid:11404100
  28. 28. Gadd GM. Microbial influence on metal mobility and application for bioremediation. Geoderma. 2004; 122(2–4):109–119.
  29. 29. Gadd GM, editor. Microorganisms in toxic metal-polluted soils. Microorganisms in soils: roles in genesis and functions. Berlin, Heidelberg: Springer; 2005. p. 325–356.
  30. 30. Lloyd JR, Lovley DR. Microbial detoxification of metals and radionuclides. Curr Opin Biotech. 2001; 12(3):248–253. pmid:11404102
  31. 31. Pümpel T, Paknikar KM. Bioremediation technologies for wastewaters using metabolically active microorganisms. Adv Appl Microbiol. 2001; 48:135–169. pmid:11677678
  32. 32. Lloyd JR, Renshaw JC. Bioremediation of radioactive waste: radionuclide-microbe interactions in laboratory and field-scale studies. Curr Opin Biotech. 2005; 16(3):254–260. pmid:15916892
  33. 33. Stocking AJ, Deeb RA, Flores AE, Stringfellow W, Talley J, Brownell R, et al. Bioremediation of MTBE: a review from a practical perspective. Biodegradation. 2000; 11(2–3):187–201. pmid:11440244
  34. 34. Ventorino V, Sannino F, Piccolo A, Cafaro V, Carotenuto R, Pepe O. Methylobacterium populi VP2: plant growth-promoting bacterium isolated from a highly polluted environment for polycyclic aromatic hydrocarbon (PAH) biodegradation. Sci World J. 2014; 931793. pmid:25152928
  35. 35. Ventorino V, Pascale A, Adamo P, Rocco C, Fiorentino N, Mori M, et al. Comparative assessment of autochthonous bacterial and fungal communities and microbial biomarkers of polluted agricultural soils of the Terra dei Fuochi. Sci Rep. 2018; 8: 14281. pmid:30250138
  36. 36. Valls M, De Lorenzo V. Exploiting the genetic and biochemical capacities of bacteria for the remediation of heavy metal pollution. FEMS microbiology Reviews. 2002; 26(4):327–338. pmid:12413663
  37. 37. Gadd GM. Metal transformations. British Mycological Society Symposium Series. 2001; 23:359–382.
  38. 38. Barkay T, Wagner‐Döbler I. Microbial transformations of mercury: potentials, challenges, and achievements in controlling mercury toxicity in the environment. Adv Appl Microbiol. 2005; 1–52.
  39. 39. Hockin SL, Gadd GM, Barton L, Hamilton W. Bioremediation of metals and metalloids by precipitation and cellular binding. Sulphate-reducing bacteria. 2007; 405–434.
  40. 40. Gadd GM. Biosorption: critical review of scientific rationale, environmental importance and significance for pollution treatment. J Chem Technol Biotechnol. 2009; 84(1):13–28.
  41. 41. d'Errico G, Marra R, Vinale F, Landi S, Roversi PF, Woo SL. Nematicidal efficacy of new abamectin-based products used alone and in combination with indolebutyric acid against the root-knot nematode Meloidogyne incognita. Redia. 2017; 100:95–101.
  42. 42. d'Errico G, Giacometti R, Roversi PF, d'Errico FP, Woo SL. Mode of action and efficacy of iprodione against the root‐knot nematode Meloidogyne incognita. Ann appl boil. 2017; 171(3):506–510.
  43. 43. Giacometti R, d’Errico G, d’Errico FP. In vitro nematicidal activity of the experimental formulation Tequil against Meloidogyne incognita and Heterodera daverti. Nematropica. 2010; 40(2):263–268.
  44. 44. Marra R, Vinale F, Cesarano G, Lombardi N, d’Errico G, Crasto A, et al. Biochars from olive mill waste have contrasting effects on plants, fungi and phytoparasitic nematodes. PloS one. 2018; 13(6):e0198728. pmid:29879199
  45. 45. Killian M, Steiner U, Krebs B, Junge H, Schmiedeknecht G, Hain R. FZB24 Bacillus subtilis mode of action of a microbial agent enhancing plant vitality. Pflanzenschutz-Nachrichten Bayer. 2000; 73–93.
  46. 46. Domenech J, Reddy MS, Kloepper JW, Ramos B, Gutierrez-Manero J. Combined application of the biological product LS213 with Bacillus, Pseudomonas or Chryseobacterium for growth promotion and biological control of soil-borne diseases in pepper and tomato. BioControl. 2006; 51(2):245.
  47. 47. Chen H, Xiao X, Wang J, Wu L, Zheng Z, Yu Z. Antagonistic effects of volatiles generated by Bacillus subtilis on spore germination and hyphal growth of the plant pathogen, Botrytis cinerea. Biotechnology letters. 2008; 30(5):919–923. pmid:18165869
  48. 48. Zhang H, Shen Y, Bao Y, He Y, Feng F, Zheng X. Characterization and synergistic antimicrobial activities of food-grade dilution-stable microemulsions against Bacillus subtilis. Food research international. 2008; 41(5):495–499.
  49. 49. d'Errico G, Marra R, Crescenzi A, Davino SW, Fanigliulo A, Woo SL, Lorito M. Integrated management strategies of Meloidogyne incognita and Pseudopyrenochaeta lycopersici on tomato using a Bacillus firmus-based product and two synthetic nematicides in two consecutive crop cycles in greenhouse. Crop Prot. 2019; 122:159–164.
  50. 50. Fiorentino N, Ventorino V, Woo SL, Pepe O, De Rosa A, Gioia L, et al. Trichoderma-based biostimulants modulate rhizosphere microbial populations and improve N uptake efficiency, yield and nutritional quality of leafy vegetables. Front Plant Sci. 2018; 9:743. pmid:29922317
  51. 51. François A, Mathis H, Godefroy D, Piveteau P, Fayolle F, Monot F. Biodegradation of methyl tert-butyl ether and other fuel oxygenates by a new strain, Mycobacterium austroafricanum IFP 2012. Appl Environ Microbiol. 2002; 68:2754–2762. pmid:12039730
  52. 52. Smith CA O’Reilly KT, Hyman MR. Characterization of the initial reactions during the cometabolic oxidation of methyl tertbutyl ether by propane-grown Mycobacterium vaccae JOB5. Appl Environ Microbiol. 2003; 69:796–804. pmid:12570997
  53. 53. Amore A, Pepe O, Ventorino V, Aliberti A, Faraco V. Cellulolytic bacillus strains from natural habitats—A review. Chim Oggi-Chem Today. 2013; 31:49–52.
  54. 54. Wahla AQ, Iqbal S, Anwar S, Firdous S, Mueller JA. Optimizing the metribuzin degrading potential of a novel bacterial consortium based on Taguchi design of experiment. J Hazard Mat. 2019; 366:1–9.
  55. 55. Singh N, Gupta S, Marwa N, Pandey V, Verma PC, Rathaur S, et al. Arsenic mediated modifications in Bacillus aryabhattai and their biotechnological applications for arsenic bioremediation. Chemosphere. 2016; 164:524–534. pmid:27619063
  56. 56. Ghosh PK, Maiti TK, Pramanik K, Ghosh SK, Mitra S, De TK. The role of arsenic resistant Bacillus aryabhattai MCC3374 in promotion of rice seedlings growth and alleviation of arsenic phytotoxicity. Chemosphere. 2018; 211:407–419. pmid:30077937
  57. 57. Pailan S, Gupta D, Apte S, Krishnamurthi S, Saha P. Degradation of organophosphate insecticide by a novel Bacillus aryabhattai strain SanPS1, isolated from soil of agricultural field in Burdwan, West Bengal, India. Int Biodeter Biodegr. 2015; 103:191–195.
  58. 58. Sun L, Zhu S, Yang Z, Chen Q, Liu H, Zhang J, et al. Degradation of monocrotophos by Starkeya novella YW6 isolated from paddy soil. Environ Sci Pollut Res. 2016; 23:3727–3735.
  59. 59. Dudášová H, Lukáčová L, Murínová S, Puškárová A, Pangallo D, Dercová K. Bacterial strains isolated from PCB-contaminated sediments and their use for bioaugmentation strategy in microcosms. J Basic Microbiol. 2014; 54:253–260. pmid:23553615
  60. 60. Whipps JM. Developments in the biological control of soil-borne plant pathogens. Advances in botanical research. Academic Press. 1997; 26:1–134.
  61. 61. Hruska K, Kaevska M. Mycobacteria in water, soil, plants and air: a review. Vet Med. 2012; 57(12):623–679.
  62. 62. Cheung PY, Kinkle BK. Mycobacterium diversity and pyrene mineralisation in petroleum‐contaminated soil. Appl Environ Microbiol. 2001; 67:2222–2229. pmid:11319104
  63. 63. Perkins SD, Mayfield J, Fraser V, Angenent LT. Potentially pathogenic bacteria in shower water and air of a stem cell transplant unit. Appl Environ Microbiol. 2009; 75:5363–5372. pmid:19581474
  64. 64. Bobylev MM, Bobyleva LI, Strobel GA. Synthesis and bioactivity of analogs of maculosin, a host-specific phytotoxin produced by Alternaria alternata on spotted knapweed (Centaurea maculosa). J Agric Food Chem. 1996; 44(12):3960–3964.