Skip to main content
PLOS One logoLink to PLOS One
. 2021 Dec 2;16(12):e0257263. doi: 10.1371/journal.pone.0257263

Tolerance of Pseudomonas strain to the 2,4-D herbicide through a peroxidase system

Elizangela Paz de Oliveira 1, Amanda Flávia da Silva Rovida 1, Juliane Gabriele Martins 2, Sônia Alvim Veiga Pileggi 2, Zelinda Schemczssen-Graeff 3, Marcos Pileggi 2,*
Editor: Muhammad Shahid4
PMCID: PMC8638965  PMID: 34855750

Abstract

Herbicides are widely used in agricultural practices for preventing the proliferation of weeds. Upon reaching soil and water, herbicides can harm nontarget organisms, such as bacteria, which need an efficient defense mechanism to tolerate stress induced by herbicides. 2,4-Dichlorophenoxyacetic acid (2,4-D) is a herbicide that exerts increased oxidative stress among bacterial communities. Bacterial isolates were obtained from the biofilm of tanks containing washing water from the packaging of different pesticides, including 2,4-D. The Pseudomonas sp. CMA-7.3 was selected because of its tolerance against 2,4-D toxicity, among several sensitive isolates from the biofilm collection. This study aimed to evaluate the antioxidative response system of the selected strain to 2,4-D. It was analyzed the activity of superoxide dismutase (SOD), catalase (CAT), ascorbate peroxidase (APX), and guaiacol peroxidase GPX enzymes, that are poorly known in the literature for bacterial systems. The Pseudomonas sp. CMA-7.3 presented an efficient response system in balancing the production of hydrogen peroxide, even at 25x the dose of 2,4-D used in agriculture. The antioxidative system was composed of Fe–SOD enzymes, less common than Mn–SOD in bacteria, and through the activities of KatA and KatB isoforms, working together with APX and GPX, having their activities coordinated possibly by quorum sensing molecules. The peroxide control is poorly documented for bacteria, and this work is unprecedented for Pseudomonas and 2,4-D. Not all bacteria harbor efficient response system to herbicides, therefore they could affect the diversity and functionality of microbiome in contaminated soils, thereby impacting agricultural production, environment sustainability and human health.

1 Introduction

The use of herbicides in agricultural practices combats the proliferation of undesirable weeds for the crop of interest and increase productivity. Because of the continued use of these pesticides, environmental problems are increasing and subsequently cause damage to organisms that are not the target of these herbicides [1].

Given the fight against weeds, 2,4-Dichlorophenoxyacetic acid (2,4-D) has become an ingredient of the most widely used active herbicides worldwide, as it exhibits a hormonal action upon an incorrect application. Even in small amounts, it can cause damage to culture sensitive to its active principle, 2,4-D is a systemic, pre- or post-emergent herbicide that is widely used in broadleaf crops, such as dicots, soybeans, rice, corn, and sugarcane [2].

The use of herbicides in agricultural practices causes environmental imbalances because these herbicides have electronegative elements in their chemical structure. The 2,4-D molecule comprises chlorine (Cl) and hydroxyl radical (OH), which can be reactive and harmful to various biological molecules, such as genetic material, proteins, and membrane lipids [3].

Herbicides present in soil can move to aquatic ecosystems by leaching and negatively affect organisms in these environments [4].

Humans are exposed to the 2,4-D herbicide, as are 27–28% of Canadian farmers working with corn, soybeans, and other grains [5]. Traces of pesticides, including 2,4-D, were found in meat products in markets in Oman [6]. This herbicide was found in high concentrations in aquatic environments in The Kibale National Park in Uganda, with water samples inducing thyroid and estrogen axis disrupting in vivo activities in Xenopus laevis, plus affecting development and behavior of this model organism [7]. 2,4-D is a pesticide that can be found in Sinos River, Brazil, which showed cytotoxicity and genotoxicity to HEp-2 epithelioid-type cell line [8]. These data show the possible harmful effects of 2,4-D for humans, who have high exposure to this herbicide [911].

The presence of herbicides can affect microorganisms, resulting in the loss of their ecological functions in the loss of microbial diversity [12]. Many microorganisms help in maintaining soil fertility, nutrient cycling, and nitrogen fixation. Due to a decrease in microbial diversity in the soil, effective strategies are needed to adapt to these conditions and maintain ecological functionality [13].

Upon exposure to herbicides, microorganisms can produce reactive oxygen species (ROS) and induce oxidative stress [14]. ROS are produced by different physiological systems, such as aerobic metabolism, and are important in cell signaling pathways. A high concentration of ROS can exert harmful effects on cellular components, such as lipids, proteins, and nucleic acids [15].

Response systems comprising antioxidative enzymes, such as superoxide dismutase (SOD), catalase (CAT), and peroxidase, maintaining ROS at nontoxic concentrations, while coordinating the balance between their production and degradation [14]. Different studies have demonstrated that the interference of CAT activity in the tolerance of bacteria against xenobiotics, such as a strain of Escherichia coli, Pantoea ananatis and Bacillus megaterium exhibited an increased CAT activity in response to the herbicide mesotrione [13, 16, 17]. The enzymes APX and GPX in a Pseudomonas strain also showed a significant increase in the mid-log phase, evidencing the cooperative action with CAT for the control of H2O2 [18].

Therefore, this study aimed to evaluate the antioxidative response system of the Pseudomonas sp. CMA-7.3, which was isolated from the biofilm present in a tank containing washing water from the packaging of different pesticides, including 2,4-D. This system comprises little studied enzymes such as SOD, CAT, APX, and GPX in bacterial systems.

2 Material and methods

2.1 Selected strain

The bacterium Pseudomonas sp. CMA-7.3 was obtained from the Collection of Environmental Microorganisms of the Laboratory of Environmental Microbiology at the State University of Ponta Grossa, Brazil. It was isolated from water that was used for washing herbicide containers and kept in 30% glycerol at −80°C [19].

2.2 Tolerance test

Pseudomonas sp. CMA-7.3 was seeded in Petri dishes containing Agar Luria Bertani (LA) (10 g/L tryptone, 5 g/L yeast extract, 10 g/L NaCl, and 20 g/L agar) and treated with 10x (14.4 mM) and 25x (36 mM) herbicide concentrations, which were compared with the control treatment. The plates were incubated for 24 h at 30°C and the isolates that showed growth were considered as tolerant.

2.3 Bacterial growth conditions

Pseudomonas sp. CMA-7.3 was grown in Luria Bertani Broth medium (LB: 10 g/L tryptone, 5 g/L yeast extract, 10 g/L NaCl) and treated with 10x (14.4 mM) and 25x (36 mM) herbicide concentrations. These treatments were compared with the control, which contained only the culture medium and bacteria. The bacteria grew at 30°C with agitation of 120 rpm. The tests were conducted in triplicates in 250-ml flasks containing 100 mL LB. The inoculants were standardized to start at an optical density (OD) of 0.05, and the bacterial growth was evaluated in a spectrophotometer at an absorbance of 600 nm. The samples were diluted upon reaching approximately 1.0 values, and the values were multiplied by the corresponding dilution factors.

2.4 Conventional PCR reactions for the amplification of ribosomal 16S gene

For PCR, 30 ng template DNA was used. For amplification, primer forward fD1 (5′-CCGAATTCGTCGACAACAGAGTTTGATCCTGGCTCAG-3′) and rD1 (5′-CCCGGGATCCAAGCTTAAGGAGGTGATCCAGCC-3′) were used. For amplification, 5 μL Pfu DNA polymerase buffer, 0.5 U Pfu DNA polymerase, 0.2 μM dNTP mix, 0.4 μM forward and reverse primers, and sterile water were used for the final reaction volume of 20 μL. The reaction was conducted in a thermocycler under the following conditions: Initial Denaturation at 95 μC/2 min; Denaturation at 95 μC/30 s; Annealing at 57.7 μC/30 s; Extension at 72 μC/3 min (40 cycles); Final-Extension at 72 μC/5 min & 4 μC/∞.

The PCR product was analyzed using electrophoresis on 1.5% agarose gel with 0.5 μg/mL ethidium bromide in TAE buffer (40 mM Tris base and 20 mM acetate/1 mM of ethylenediaminetetraacetic acid [EDTA]). The electrophoretic run was performed in a horizontal bowl at 5 V/cm of gel. The gel was visualized, and the image was registered with the help of a Chemidoc–XRS image analysis device and Quantity One–SW software (BioRad).

2.5 Extraction of agarose gel fragments

The agarose gel was cut with a scalpel at the location of the corresponding bands. The gel fragments were placed in microtubes, and the DNA was extracted with the aid of a specific kit for DNA extraction in gel (Gel Band Purification kit, GE®).

2.6 Sequencing reaction and analysis

The sequencing protocol BigDye® Terminator v3.1 Cycle Sequencing Kit (Applied Biosystems) was used, with a total reaction volume of 10 μL. Of this 10 μL, 3 μL was the Big Dye reagent and the remaining 7 μL was the mixture of template DNA, oligonucleotide, and sterile water. The sample was subjected to two sequencing reactions: one using the forward fD1 primer (5′-CCGAATTCGTCGACAACAGAGTTTGATCCTGGCTCAG-3′) and the other using the reverse primer rD1 (5′-CCCGGGATCCAAGCTTAAGGAGGTGATCCAGCC-3′). These reactions were conducted in a conventional thermocycler at the following conditions: Denaturation at 95°C/20 min; Annealing at 50°C/15 s; Extension at 60°C/4 min (35 cycles) & 4°C/∞. For precipitation of the product to be sequenced, sodium acetate/EDTA (1.5 M/0.25 M) (1/10th of the initial reaction volume) was added, followed by chilled absolute ethanol (thrice the reaction volume); this mixture was homogenized well and incubated on ice for 10 min. Then, it was centrifuged at 4°C for 20 min at 20,000× g. The supernatant was removed, and the pellet was washed with cold 70% ethanol (500 μL) by passing the liquid through the pellet without homogenizing. It was then centrifuged at 4°C for 10 min at 20,000× g. The supernatant was removed, and the pellet was dried at room temperature within the laminar flow for 15 min for completely drying the ethanol that can interfere with sequencing.

The product was resuspended in 10 μL formamide. Sequencing was performed in a 3500xL Genetic Analyzer sequencer by capillary electrophoresis (Applied Biosystems® 3500) and the results were analyzed using Chromas Pro version 1.5 software. The alignment and analysis of the acquired sequences were conducted using Clustal (http://www.ebi.ac.uk/clustalw/). Later, the most representative sequence chosen was analyzed against the available database using the nucleotide blast tool BLAST (http://blast.ncbi.nlm.nih.gov/Blast.cgi). The string was deposited in the GenBank database of the National Center for Biotechnology Information (NCBI) under the code MW 766917.1.

2.7 Phylogenetic tree

The phylogenetic tree was constructed for comparing the sequence of the CMA-7.3 strain with sequences deposited in the NCBI. For analysis, 10 nucleotide sequences were used, in which 7 were similar and 3 were chosen randomly, which did not show similarity with the CMA-7.3 strain. The evolutionary history was inferred using the neighbor-joining method. The tree was drawn to scale, with the lengths of the branches in the same units as the evolutionary distances. These distances were calculated using the maximum compound likelihood method. The codon positions included were 1st + 2nd + 3rd + and noncoding. All ambiguous positions were removed for each pair of strings. Evolutionary analyses were conducted using the Molecular Evolutionary Genetics Analysis (MEGA) version X software.

2.8 Composition of 2,4-D herbicide

2,4-dichlorophenoxyacetate (2,4-D dimethylamine) comprises 806 g/L of the active molecule of herbicide, equivalent to 2,4-D acid corresponding to 670 g/L, and 429 g/L of other ingredients (42.9% w/v) [20].

2.9 Bacterial growth curve

The strain was grown as previously described in this study. After this period, the culture was inoculated in the following concentrations of herbicide: 0x, 10x, and 25x. The inoculants were standardized to begin with an OD of 0.05 and absorbance of 600 nm. The samples were diluted upon reaching the OD values of approximately 1.0, and the values were multiplied by the corresponding dilution factors.

2.10 Cell viability

Bacterial cultures were obtained under culture conditions with treatments with 2,4-D as previously described in this study. The cells were recovered by centrifugation and diluted in 0.9% NaCl buffer for removing the residues of herbicides. The cultures, in triplicates, were incubated in LA plates. Dilutions were made until 25–300 colonies were obtained per plate, after incubation at 30 μC for 24 h [13].

2.11 Protein extraction for oxidative stress analysis

Bacterial cultures were grown as previously described in this study. The proteins were extracted in three periods: mid-log phase, late-log phase, and stationary phase. The culture was centrifuged at 5,000 g for 15 min, and the precipitate was macerated with liquid nitrogen and homogenized in 1:10 m/v of a 100 mM solution of potassium phosphate buffer (14,520 g/L K2HPO4 and 2,260 g/L KH2PO4; pH 7.5), 0.372 g/L EDTA, 0.462 g/L DL-dithiothreitol, 5% (w/w) polyvinyl polyvinylpyrrolidone (10:1 buffer volume: sample weight) at 4 μC. The mixture was then centrifuged at 10,000 g for 30 min. The supernatant was stored at −80 μC. Protein concentrations were measured using [21] method, with bovine serum albumin as a standard. The results were expressed in μmol protein/g of fresh weight.

2.12 Hydrogen peroxide

The quantification of hydrogen peroxide (H2O2) was conducted by reacting 200 μL sample (100 mg protein extract homogenized with 1 ml 0.1% trichloroacetic acid [TCA] and centrifuged at 10,000 g for 15 min at 4 μC) with 200 μL potassium phosphate buffer (pH: 7.5) and 800 μL 1 M potassium iodide for 1 h on ice in the dark. The iodine, released in this reaction, was quantified in a spectrophotometer at 390 nm. The results were expressed in μmol/g of fresh mass [22].

2.13 Lipid peroxidation

Bacterial growth and pre-inoculation were performed as previously described in this study. Lipid peroxidation was determined in a spectrophotometer at 530 and 600 nm by measuring the amount of malondialdehyde (MDA) produced, which is a metabolite reactive to 2-thiobarbituric acid (TBA). To a volume of 250 μL of the sample (described previously in this study), 200 μL potassium phosphate buffer (pH: 7.5) and 1 mL of 20% TCA + 0.1% TBA was added, which was maintained for 30 min in a water bath at 97 μC. The sample remained in the ice for 10 min before centrifugation at 10,000 g for 10 min and the amount of MDA in the supernatant was estimated using a spectrophotometer. The amount of MDA was calculated using an extinction coefficient of 155 mM cm−1. The amount of MDA was expressed as μmol MDA g−1 of fresh weight.

2.14 Isoforms (SOD)

Superoxide dismutase (SOD) isoforms were separated using 12% nondenaturing polyacrylamide electrophoresis (PAGE) gels [13]. The gels were divided vertically into three parts and kept in the dark. The first part was immersed in 100 mM potassium phosphate buffer (pH: 7.8), the second part was immersed in 100 ml of 100 mM potassium phosphate buffer containing 2 mM KCN and 1 mM EDTA, and the third part was immersed in 100 mL of 100 mM potassium phosphate buffer with 5 mM H2O2 and 1 mM EDTA. Isoforms were classified as Mn–SOD if resistant to both inhibitors (KCN and H2O2), as Fe–SOD if resistant to KCN and inhibited by H2O2, and as Cu/Zn–SOD if inhibited by both substances [23].

2.15 SOD activity in nondenaturing PAGE

Electrophoresis was performed on 12% polyacrylamide separation gels and 4% polyacrylamide packaging gel at a current of 15 mA for 3 h using 20 μg of each protein extract per channel as previously described in this study. The gels were washed with deionized water and incubated in the dark at room temperature in 50 mM potassium phosphate buffer (pH: 7.8) comprising 1 mM EDTA, 0.05 mM riboflavin, 0.1 mM tetrazolium nitroblue (NBT), and 0,3% N, N, N′, N′-tetramethylethylenediamine (TEMED). This solution was discarded after 30 min of reaction. The gels were washed with deionized water and placed under fluorescent lighting to identify the bands.

2.16 Catalase activity in nondenaturing PAGE

CAT activity was determined using nondenaturing PAGE in 12% polyacrylamide separation gels and 4% packaging gel, as reported by [14]. A current of 15 mA per gel was applied for 17 h at 4 μC with 15 μg of protein from the samples described previously in this study. The gels were washed with deionized water (3 times for 15 min) and incubated in 0.003% H2O2 for 10 min and transferred to a 1% (w/v) FeCl3 solution and 1% K3Fe (CN6) solution (w/v) for 10 min for developing of bands.

2.17 Ascorbate Peroxidase (APX) activity

APX activity was determined in a reaction mixture using 650 μL potassium phosphate buffer (80 mM; pH: 7.0), 100 μL EDTA (1 mM), 100 μL ascorbic acid (5 mM), and 100 μL H2O2 (1 mM) and quantified in a spectrophotometer at 25 μC. The reaction was started with the addition of 50 μL protein extract as previously described in the present study and APX activity was determined following the decomposition of H2O2 at 290 nm for 1 min. The activity was expressed in μmol/min/mg protein [24].

2.18 Guaiacol Peroxidase (GPX) activity

GPX activity was determined using 390 μL citrate buffer (0.2 M dibasic disodium phosphate and 0.1 M citric acid, pH: 5.0), 25 μL guaiacol, and 25 μL H2O2 (3%). These constituents were homogenized with 25 μL of protein extract as described in Section 2.11 and incubated in a water bath at 30°C for 15 min. Then, 25 μL sodium metabisulfite (2%) was added and the GPX activity was measured in a spectrophotometer at 450 nm. The activity was expressed in μmol/min/mg protein [25].

2.19 Statistical analysis

Statistical analyses of the tests were performed using analysis of variance (two-way ANOVA), followed by Tukey’s post hoc test. Significance was set at p < 0.05 using the GraphPad Prism 6 program (GraphPad Software, San Diego, CA, USA) (S1 Appendix).

3 Results and discussion

3.1 Tolerance indicators

3.1.1 Bacterial tolerance against 2,4-D

From a tank of water used to wash containers of different pesticides, including the herbicide 2,4-D, 33 bacterial strains were isolated from a biofilm, 12 of which were considered sensitive and 21 were tolerant up to 10x concentration of 2,4-D. From 21 bacterial strains that were tolerant up to 10x 2,4-D concentration, 14 of those were also tolerant up to 25x, including the Pseudomonas sp. CMA-7.3. The phylogeny of this strain with other sequences of the 16S ribosomal RNA gene is shown in the phylogenetic tree (Fig 1). Because some isolates could not grow in a medium containing 2,4-D, this herbicide was considered toxic and, therefore, capable of exerting selective pressure on bacterial cells [19].

Fig 1. Phylogenetic tree comparing the sequence of the CMA-7.3 strain with sequences deposited in the NCBI.

Fig 1

For analysis, 10 nucleotide sequences were used, in which 7 were similar and 3 were chosen randomly, which did not show similarity with the CMA-7.3 strain. The evolutionary history was inferred using the neighbor-joining method. The tree was drawn to scale, with the lengths of the branches in the same units as the evolutionary distances. These distances were calculated using the maximum compound likelihood method. The codon positions included were 1st + 2nd + 3rd + and noncoding. All ambiguous positions were removed for each pair of strings (option of exclusion in pairs). Evolutionary analyses were performed using the MEGA version X software.

Although 2,4-D influences the structure of microbiomes in soil, even with a low half-life [26], there are few studies that describe the effects of 2,4-D on bacteria of the genus Pseudomonas, reporting degradation processes, without describing bacterial systems of tolerance to the herbicide [27]. One exception is the description of the role of quorum sensing signaling molecules in the 2,4-D response to 2,4-D [28].

3.1.2 Growth curve

In the growth curve of Pseudomonas sp. CMA-7.3, the 0x concentration was used as a basis to determine the mid-log phase (11 h of incubation), late-log phase (14 h), and stationary phase (17 h) (Fig 2), during which the stress data and response systems were obtained. At the 0x concentration, the line shows greater exponential growth compared with 10x and 25x concentrations, mainly in the stationary phase, despite considerable rates in these concentrations, characterizing this line as tolerant.

Fig 2. Growth curve of Pseudomonas sp. CMA 7.3 undergoing treatments with 0x, 1x, and 25x concentrations.

Fig 2

Incubation times of 11 h, 14 h, and 17 h were stipulated for the mid-log, late-log, and stationary phases, respectively. Readings were taken at 600 nm.

The growth kinetics of bacterial strains in the presence of herbicides, in addition to the degradation kinetics, are considered indicators of degradation models, including the presence of toxic intermediates [29]. In our work, growth kinetics were used to characterize the stress response system generated by 2,4-D at different times of the growth phases.

3.2 Stress indicators

3.2.1 Cell viability

Cell viability corresponds to the number of cells with the capacity to perform cell division at certain incubation times and culture conditions. The viability of Pseudomonas sp. CMA-7.3 showed no significant differences between treatments and growth phases, thereby indicating that a response system is responsible for tolerance, despite the indication that 2,4-D is toxic at higher concentrations, as observed by the decrease in viability values at 25x concentration in the stationary phase (Fig 3).

Fig 3. Cell viability of Pseudomonas sp. CMA 7.3 undergoing treatments with 0x, 1x, and 25x concentrations in the mid-log, late-log, and stationary phases.

Fig 3

The data were obtained in triplicate for each treatment and statistically analyzed using the complete block design through the analysis of variance (two-way ANOVA), followed by Tukey’s post hoc test. Error bars represent statistically significant differences between treatments at the same time. Capital letters represent statistically significant differences between treatments at different times. Significance was set at p < 0.05.

Bacterial cells have complex mechanisms, which can increase their survival potential after meeting various stress conditions [18]. Antioxidant enzymes play a fundamental role in these situations; however, other systems can play an important role in the survival of bacterial populations against a xenobiotic agent [30]. Strains that have a metabolic response system favoring their survival in a toxic environment can maintain their cellular integrity, as they can manage to balance the production of H2O2 in the cell, while protecting themselves against toxic effects [31]. However, the antioxidant enzyme system is little explored in these organisms.

3.2.2 H2O2 quantification

The results of the H2O2 quantification of Pseudomonas sp. CMA-7.3 are shown in Fig 4. The mid-log phase is characterized by intense growth (Fig 2) and metabolism. Thus, the amounts of H2O2 are significantly higher, but they decrease progressively until the stationary phase, in all treatments, thereby indicating the functioning of the antioxidative system of this strain. However, the drop in the amount of H2O2 is more significant at 0x concentration than at 25x concentration, which suggests that the toxicity of 2,4-D at higher concentrations interferes negatively in the response system of Pseudomonas sp. CMA-7.3.

Fig 4. Quantification of peroxide in Pseudomonas sp. CMA 7.3 in treatments with 0x, 1x, and 25x concentrations in the mid-log, late-log, and stationary phases.

Fig 4

The data were obtained in triplicate for each treatment and analyzed statistically using the complete block design through the analysis of variance (two-way ANOVA), followed by Tukey’s post hoc test. Error bars represent statistically significant differences between treatments at the same time. Capital letters represent statistically significant differences between treatments at different times. Significance was set at p < 0.05.

One of the toxic effects of 2,4-D is the oxidative stress produced by the increase in ROS [32], thus defense mechanisms are important to maintain the balance of H2O2 as well as enzyme activities. H2O2 is stable in abiotic environment, at room temperature, and in neutral pH conditions, and it quickly kills any type of cell by producing highly reactive hydroxyl radicals [33].

Enzymes such as SOD and CAT help in regulating ROS to avoid cell damage, therefore [13] these characteristics have been associated with survival in stressful environments [34], as well as the activities of the enzymes APX and GPX, still little explored in the control of H2O2 induced by herbicides in bacteria [18].

3.2.3 Quantification of Malondialdehyde (MDA)

MDA is an indicator of oxidative stress in adverse environmental conditions. It is a toxic aldehyde that is released when an ROS reacts with unsaturated lipids of the cell membrane, thereby causing lipid peroxidation [35]. Lipids are responsible for maintaining the integrity of cell membranes. Lipid peroxidation exerts a toxic effect when it increases peroxide and MDA production, thus changing the structure, composition, and dynamics of membranes. The ROS linked to peroxidation that we studied was H2O2. As a result, this peroxidation in addition to affecting the membrane structure can disrupt other molecules, such as DNA and proteins [36].

The MDA quantifications (Fig 5) showed that there were no significant differences at the 0x, 10x, and 25x concentrations in the mid-log and late-log phases, thereby showing the efficient control of this stress indicator, even in the presence of high concentrations of 2,4-D. An approximate correspondence between levels of peroxide (Fig 4) and MDA (Fig 5) was found only up to the mid-log phase, which could represent lipid peroxidation.

Fig 5. Quantification of MDA in Pseudomonas sp. CMA 7.3 in treatments with 0x, 1x, and 25x concentrations in the mid-log, late-log, and stationary phases.

Fig 5

The data were obtained in triplicate for each treatment and analyzed statistically using the complete block design through the analysis of variance (two-way ANOVA), followed by Tukey’s post hoc test. Error bars represent statistically significant differences between treatments at the same time. Capital letters represent statistically significant differences between treatments at different times. Significance was set at p < 0.05.

Oxidative stress is caused by the production of uncontrolled H2O2 in cells that induce lipid peroxidation, thereby causing damage to membrane fatty acids [37]. In E. coli, it was observed that after exposure to 2,4-D, cell growth is inhibited, further suggesting that this herbicide interrupts cell division facilitated by membrane damage [38].

However, the correspondence between peroxide and MDA, as already noted, does not occur in the late-log and stationary phases of Pseudomonas sp. CMA-7.3, making the hypothesis of lipid peroxidation proportional to peroxide unfeasible. Different bacterial species show changes in their lipid composition in response to the toxicity of different herbicides, such as E. coli receiving treatment with gramoxone [22] and Pantoea ananatis treated with mesotrione [17]. Thus, it is possible that changes in the composition of membrane fatty acid residues, throughout the growth phases, may decrease the production of MDA and lipid peroxidation, as a response system to herbicides, through membrane stabilization [17].

3.3 Response enzymatic system

3.3.1 SOD enzyme activity

Antioxidative enzymes are important for controlling the amount of ROS in both stress-free and herbicide-induced metabolism conditions, without which there may be high levels of damage to the cell membranes, affecting bacterial viability.

SOD is considered the first enzyme that acts in the cellular defense against ROS because it catalyzes the dismutation of superoxide into O2 and H2O2. SOD is classified according to its metallic cofactor: manganese (Mn), Iron (Fe), and copper–zinc (Cu–Zn). These enzymes are found in several organisms, which can use one or more types of isoenzymes [39]. Fe–SOD was the isoenzyme identified in Pseudomonas sp. CMA-7.3 (Fig 6), being active in the three phases evaluated, with more intensity in the stationary phase. Fe–SOD is preferentially expressed under conditions of high concentrations of extracellular iron. At low concentrations of extracellular iron, Mn–SOD is expressed. Thus, the culture medium can induce differential expression of these isoenzymes. For example, LB medium induces the expression of Fe–SOD in P. aeruginosa [39]. The same medium was used with Pseudomonas sp. CMA-7.3.

Fig 6. Characterization of SOD isoforms in PAGE, which were obtained from the extracts of Pseudomonas sp. CMA 7.3 grown in LB, treated with KCN and H2O2, in the mid-log, late-log, and stationary incubation phases.

Fig 6

3.3.2 CAT enzyme activity

CAT is an enzyme that acts in the conversion process of H2O2, a product dismuted by SOD, converting it into O2 and H2O [40]. This enzyme has two isoforms: KatA and KatB (Fig 7). KatA, which is active in all growth phases and more related to the control of high concentrations of H2O2 and KatB, which is active only in the presence of H2O2 in Pseudomonas aeruginosa [41]. KatB provides resistance to exogenous hydrogen peroxide in P. aeruginosa [4143]. For Pseudomonas sp. CMA 7.3, KatB has a more intense expression than KatA, with the highest activity being achieved in the stationary phase. KatA will present its most intense activities only in treatments with 25x concentration of 2,4-D, thus characterizing the requirement of H2O2 control in this concentration.

Fig 7. Characterization of CAT isoforms in PAGE, which were obtained from the extracts of Pseudomonas sp. CMA 7.3 undergoing treatments with 0x, 1x, and 25x concentrations of 2,4-D from samples obtained in the mid-log, late-log, and stationary phases.

Fig 7

Strains of Pseudomonas aeruginosa isolated from biofilms could withstand the stress induced by H2O2 by regulating the activities of enzymes Mn-SOD, Fe-SOD, and KatA through quorum sensing signaling molecules [44]. This mechanism could explain the different levels of SOD (Fig 6) and CAT (Fig 7) activities throughout the three growth phases (Fig 2).

3.3.3 Quantification of APX enzyme activity

APX are peroxidases that metabolize H2O2 to H2O and O2 in plant cells, using ascorbate as an electron donor. APX is one of the main regulatory enzymes for ROS [45, 46]. APX activity in Pseudomonas sp. CMA-7.3 showed an increase during the growth phases, being more significant at 25x concentration than at 0x concentration (Fig 8).

Fig 8. Quantification of APX in Pseudomonas sp. CMA-7.3 undergoing treatments with 0x, 10x, and 25x concentrations of 2,4-D in the mid-log, late-log, and stationary phases.

Fig 8

The data were obtained in triplicate for each treatment and analyzed statistically using the complete block design through the analysis of variance (two-way ANOVA), followed by Tukey’s post hoc test. Error bars represent statistically significant differences between treatments at the same time. Capital letters represent statistically significant differences between treatments at different times. Significance was set at p < 0.05.

3.3.4 Quantification of GPX enzyme activity

The GPX enzyme, in the same way as CAT and APX enzymes, is important in the conversion of H2O2 into H2O, using guaiacol as an electron donor. As with the other enzymes studied in this work, the GPX enzyme showed an activity increase over the growth phases, with a higher significance at 25x concentration in the stationary phase, thereby assisting in the control of H2O2 rates (Fig 9).

Fig 9. Quantification of GPX in Pseudomonas sp. CMA-7.3 undergoing treatments with 0x, 10x, and 25x concentrations of 2,4-D in the mid-log, late-log, and stationary phases.

Fig 9

The data were obtained in triplicate for each treatment and analyzed statistically using the complete block design through the analysis of variance (two-way ANOVA), followed by Tukey’s post hoc test. Error bars represent statistically significant differences between treatments at the same time and capital letters represent statistically significant differences between treatments at different times. Significance was set at p < 0.05.

Reports have shown that the activities of APX and GPX enzymes are better known in plants than in bacteria. The closest reports in bacteria are those about symbiosis with plants. For example, when B. cepacia encountered different concentrations of the herbicide glyphosate, a decrease in the activities of CAT, APX, and GPX was observed [35]. The authors only concluded that the bacteria could be suppressing the activity of plant enzymes; they did not describe the activity of the bacterial enzymes.

Some bacterial strains, in the presence of herbicides, managed to maintain the balance of H2O2 with the aid of antioxidant enzymes. Escherichia coli K-12, a nonenvironmental strain, was found to survive in the presence of gramoxone, even without prior contact with this herbicide, implying this strain is a model of phenotypic plasticity for adaptation to this herbicide [22]. Similar mechanisms of adaptation behavior were observed in Pseudomonas sp. CMA-7.3 strain, but as an environmental strain having previous contact with the herbicide 2,4-D. The enzymatic control of H2O2 is poorly documented for bacteria, and this work is unprecedented for Pseudomonas and 2,4-D, firstly describing the enzymatic role of APX and GPX in assisting CAT in H2O2 control in response to herbicides in bacteria. Since there are reports of coordinated gene regulation between SOD and CAT isoforms in Pseudomonas through quorum sensing signaling molecules [44], and the types and number of these molecules depend on the bacterial density and the presence of herbicides, including 2,4-D [28], it is possible that the quorum sensing is also related to the coordinated activities of CAT, APX, and GPX in Pseudomonas sp. CMA-7.3.

4 Conclusions

Pseudomonas sp. CMA-7.3 was isolated from an environment with different pesticides, including 2,4-D. This herbicide is considered toxic for this strain because of the decrease in growth rates and viability with an increase in the concentration of this herbicide. In the response enzymatic system, only Fe–SOD enzymes, less common than Mn–SOD, were detected. It may be possible that due to the isolation and cultivation environment conditions, their activity in the stationary phase increased to control the ROS superoxide induced in this phase. MDA concentrations, indicating lipid peroxidation, were also controlled, but possibly more by structural systems, such as changes in the lipid composition, according to literature data. This enzyme response system, possibly associated with structural changes, is important for the survival of strains such as Pseudomonas sp. CMA-7.3 in environments contaminated with toxic substances. The most striking in this work were the fact this strain showed an efficient response system to control the amount of peroxide. This tolerance was related to the activities of CAT enzymes and their isoforms, namely, KatA and KatB, working together with APX and GPX, having their activities coordinated possibly by quorum sensing molecules. This peroxide control is poorly documented for bacteria, and this work is unprecedented for Pseudomonas and 2,4-D. Probably, not all bacteria harbor an efficient response system to herbicides: approximately 36% of the isolates obtained from the water used to wash pesticide packaging failed to grow in the 1x concentration of 2,4-D. Therefore, this herbicide affects the population structure of bacteria in contaminated soils and interferes in the diversity and functionality of microbiomes, thereby impacting agricultural production, environmental sustainability, and human health.

Supporting information

S1 Appendix. Statistical analysis.

(PDF)

S1 Raw images

(DOCX)

Acknowledgments

The authors want to thank Maria Janina Pinheiro Diniz for assisting in the preparation and execution of the experiments.

Data Availability

All relevant data are within the paper and its Supporting Information files.

Funding Statement

The authors received no specific funding for this work.

References

  • 1.Richardson JR, Fitsanakis V, Westerink RHS, Kanthasamy AG. Neurotoxicity of pesticides. Acta Neuropathologica. 2019;138: 343–362. doi: 10.1007/s00401-019-02033-9 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Qurratu A, Reehan A. A review of 2,4-Dichlorophenoxyacetic acid (2,4-D) derivatives: 2,4-D dimethylamine salt and 2,4-D butyl ester. International Journal of Applied Engineering Research. 2016;11: 9946–9955. [Google Scholar]
  • 3.Li M, Song J, Ma Q, Kong D, Zhou Y, Jiang X, et al. Insight into the Characteristics and New Mechanism of Nicosulfuron Biodegradation by a Pseudomonas sp. LAM1902. Journal of Agricultural and Food Chemistry. 2020;68: 826–837. doi: 10.1021/acs.jafc.9b06897 [DOI] [PubMed] [Google Scholar]
  • 4.Van Bruggen AHC, He MM, Shin K, Mai V, Jeong KC, Finckh MR, et al. Environmental and health effects of the herbicide glyphosate. Science of The Total Environment. 2018;616–617: 255–268. doi: 10.1016/j.scitotenv.2017.10.309 [DOI] [PubMed] [Google Scholar]
  • 5.Rydz E, Larsen K, Peters CE. Estimating Exposure to Three Commonly Used, Potentially Carcinogenic Pesticides (Chlorolathonil, 2,4-D, and Glyphosate) Among Agricultural Workers in Canada. Annals of Work Exposures and Health. 2021;65: 377–389. doi: 10.1093/annweh/wxaa109 [DOI] [PubMed] [Google Scholar]
  • 6.Al-Amri I, Kadim IT, AlKindi A, Hamaed A, Al-Magbali R, Khalaf S, et al. Determination of residues of pesticides, anabolic steroids, antibiotics, and antibacterial compounds in meat products in Oman by liquid chromatography/mass spectrometry and enzyme-linked immunosorbent assay. Veterinary World. 2021;14: 709–720. doi: 10.14202/vetworld.2021.709-720 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Spirhanzlova P, Fini J-B, Demeneix B, Lardy-Fontan S, Vaslin-Reimann S, Lalere B, et al. Composition and endocrine effects of water collected in the Kibale national park in Uganda. Environmental Pollution. 2019;251: 460–468. doi: 10.1016/j.envpol.2019.05.006 [DOI] [PubMed] [Google Scholar]
  • 8.Bianchi E, Lessing G, Brina KR, Angeli L, Andriguetti NB, Peruzzo JRS, et al. Monitoring the Genotoxic and Cytotoxic Potential and the Presence of Pesticides and Hydrocarbons in Water of the Sinos River Basin, Southern Brazil. Archives of Environmental Contamination and Toxicology. 2017;72: 321–334. doi: 10.1007/s00244-016-0334-0 [DOI] [PubMed] [Google Scholar]
  • 9.Islam F, Wang J, Farooq MA, Khan MSS, Xu L, Zhu J, et al. Potential impact of the herbicide 2,4-dichlorophenoxyacetic acid on human and ecosystems. Environment International. 2018;111: 332–351. doi: 10.1016/j.envint.2017.10.020 [DOI] [PubMed] [Google Scholar]
  • 10.Silver MK, Shao J, Li M, Ji C, Chen M, Xia Y, et al. Prenatal exposure to the herbicide 2,4-D is associated with deficits in auditory processing during infancy. Environmental Research. 2019;172: 486–494. doi: 10.1016/j.envres.2019.02.046 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Song W, Wan Y, Jiang Y, Liu Z, Wang Q. Urinary concentrations of 2,4-D in repeated samples from 0–7 year old healthy children in central and south China. Chemosphere. 2021;267: 129225. doi: 10.1016/j.chemosphere.2020.129225 [DOI] [PubMed] [Google Scholar]
  • 12.Pileggi M, Pileggi SAV, Sadowsky MJ. Herbicide bioremediation: from strains to bacterial communities. Heliyon. 2020;6: e05767. doi: 10.1016/j.heliyon.2020.e05767 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Dobrzanski T, Gravina F, Steckling B, Olchanheski LR, Sprenger RF, Espírito Santo BC, et al. Bacillus megaterium strains derived from water and soil exhibit differential responses to the herbicide mesotrione. Virolle M-J, editor. PLOS ONE. 2018;13: e0196166. doi: 10.1371/journal.pone.0196166 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Dourado MN, Franco MR, Peters LP, Martins PF, Souza LA, Piotto FA, et al. Antioxidant enzymes activities of Burkholderia spp. strains—oxidative responses to Ni toxicity. Environmental Science and Pollution Research. 2015;22: 19922–19932. doi: 10.1007/s11356-015-5204-1 [DOI] [PubMed] [Google Scholar]
  • 15.Staerck C, Yaakoub H, Vandeputte P, Tabiasco J, Godon C, Gastebois A, et al. The Glycosylphosphatidylinositol-Anchored Superoxide Dismutase of Scedosporium apiospermum Protects the Conidia from Oxidative Stress. Journal of Fungi. 2021;7: 575. doi: 10.3390/jof7070575 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Olchanheski LR, Dourado MN, Beltrame FL, Zielinski AAF, Demiate IM, Pileggi SA V., et al. Mechanisms of Tolerance and High Degradation Capacity of the Herbicide Mesotrione by Escherichia coli Strain DH5-α. Virolle M-J, editor. PLoS ONE. 2014;9: e99960. doi: 10.1371/journal.pone.0099960 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Prione LP, Olchanheski LR, Tullio LD, Santo BCE, Reche PM, Martins PF, et al. GST activity and membrane lipid saturation prevents mesotrione-induced cellular damage in Pantoea ananatis. AMB Express. 2016;6: 70. doi: 10.1186/s13568-016-0240-x [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Rovida AF da S, Costa G, Santos MI, Silva CR, Freitas PNN, Oliveira EP, et al. Herbicides Tolerance in a Pseudomonas Strain Is Associated With Metabolic Plasticity of Antioxidative Enzymes Regardless of Selection. Frontiers in Microbiology. 2021;12. doi: 10.3389/fmicb.2021.673211 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19.Lima JY, Moreira C, Nunes Freitas PN, Olchanheski LR, Veiga Pileggi SA, Etto RM, et al. Structuring biofilm communities living in pesticide contaminated water. Heliyon. 2020;6: e03996. doi: 10.1016/j.heliyon.2020.e03996 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Beffa R, Menne H, Köcher H. Herbicide Resistance Action Committee (HRAC): Herbicide Classification, Resistance Evolution, Survey, and Resistance Mitigation Activities. Modern Crop Protection Compounds. Weinheim, Germany: Wiley-VCH Verlag GmbH & Co. KGaA; 2019. pp. 5–32. doi: 10.1002/9783527699261.ch1 [DOI] [Google Scholar]
  • 21.Bradford MM. A rapid and sensitive method for the quantitation of microgram quantities of protein utilizing the principle of protein-dye binding. Analytical Biochemistry. 1976;72: 248–254. doi: 10.1006/abio.1976.9999 [DOI] [PubMed] [Google Scholar]
  • 22.Gravina F, Dobrzanski T, Olchanheski LR, Galvão CW, Reche PM, Pileggi SA, et al. Metabolic Interference of sod gene mutations on catalase activity in Escherichia coli exposed to Gramoxone® (paraquat) herbicide. Ecotoxicology and Environmental Safety. 2017;139: 89–96. doi: 10.1016/j.ecoenv.2017.01.027 [DOI] [PubMed] [Google Scholar]
  • 23.Azevedo RA, Alas RM, Smith RJ, Lea PJ. Response of antioxidant enzymes to transfer from elevated carbon dioxide to air and ozone fumigation, in the leaves and roots of wild-type and a catalase-deficient mutant of barley. Physiologia Plantarum. 1998;104: 280–292. doi: 10.1034/j.1399-3054.1998.1040217.x [DOI] [Google Scholar]
  • 24.Nakano Y AK. Hydrogen Peroxide is Scavenged by Ascorbate-specific Peroxidase in Spinach Chloroplasts. Plant and Cell Physiology. 1981. doi: 10.1093/oxfordjournals.pcp.a076232 [DOI] [Google Scholar]
  • 25.Matsuno H U. Physiological behavior of peroxidase isozymes in sweet potato root tissue injured by cutting or with black rot. Plant and Cell Physiology. 1972. doi: 10.1093/oxfordjournals.pcp.a074815 [DOI] [Google Scholar]
  • 26.Aguiar LM, dos Santos JB, Barroso GM, Laia ML de, Gonçalves JF, da Costa VAM, et al. Influence of 2,4-D residues on the soil microbial community and growth of tree species. International Journal of Phytoremediation. 2020;22: 69–77. doi: 10.1080/15226514.2019.1644289 [DOI] [PubMed] [Google Scholar]
  • 27.Yang Z, Xu X, Dai M, Wang L, Shi X, Guo R. Rapid degradation of 2,4-dichlorophenoxyacetic acid facilitated by acetate under methanogenic condition. Bioresource Technology. 2017;232: 146–151. doi: 10.1016/j.biortech.2017.01.069 [DOI] [PubMed] [Google Scholar]
  • 28.Freitas PNN, Rovida AF da S, Silva CR, Pileggi SAV, Olchanheski LR, Pileggi M. Specific quorum sensing molecules are possibly associated with responses to herbicide toxicity in a Pseudomonas strain. Environmental Pollution. 2021;289: 117896. doi: 10.1016/j.envpol.2021.117896 [DOI] [PubMed] [Google Scholar]
  • 29.Tang J, Hu Q, Lei D, Wu M, Zeng C, Zhang Q. Characterization of deltamethrin degradation and metabolic pathway by co-culture of Acinetobacter junii LH-1-1 and Klebsiella pneumoniae BPBA052. AMB Express. 2020;10: 106. doi: 10.1186/s13568-020-01043-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Ermakova IT, Kiseleva NI, Shushkova T, Zharikov M, Zharikov GA, Leontievsky AA. Bioremediation of glyphosate-contaminated soils. Applied Microbiology and Biotechnology. 2010;88: 585–594. doi: 10.1007/s00253-010-2775-0 [DOI] [PubMed] [Google Scholar]
  • 31.Green J, Paget MS. Bacterial redox sensors. Nature Reviews Microbiology. 2004;2: 954–966. doi: 10.1038/nrmicro1022 [DOI] [PubMed] [Google Scholar]
  • 32.Bukowska B. Toxicity of 2,4-dichlorophenoxyacetic acid—Molecular mechanisms. Polish Journal of Environmental Studies. 2006;15: 365–374. [Google Scholar]
  • 33.Mahaseth T, Kuzminov A. Potentiation of hydrogen peroxide toxicity: From catalase inhibition to stable DNA-iron complexes. Mutation Research/Reviews in Mutation Research. 2017;773: 274–281. doi: 10.1016/j.mrrev.2016.08.006 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Martins PF, Carvalho G, Gratão PL, Dourado MN, Pileggi M, Araújo WL, et al. Effects of the herbicides acetochlor and metolachlor on antioxidant enzymes in soil bacteria. Process Biochemistry. 2011;46: 1186–1195. doi: 10.1016/j.procbio.2011.02.014 [DOI] [Google Scholar]
  • 35.Shahid M, Khan MS. Glyphosate induced toxicity to chickpea plants and stress alleviation by herbicide tolerant phosphate solubilizing Burkholderia cepacia PSBB1 carrying multifarious plant growth promoting activities. 3 Biotech. 2018;8: 131. doi: 10.1007/s13205-018-1145-y [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Gaschler MM, Stockwell BR. Lipid peroxidation in cell death. Biochemical and Biophysical Research Communications. 2017;482: 419–425. doi: 10.1016/j.bbrc.2016.10.086 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Liu X, Chen Q, Ali N, Zhang J, Wang M, Wang Z. Single and joint oxidative stress–related toxicity of sediment-associated cadmium and lead on Bellamya aeruginosa. Environmental Science and Pollution Research. 2019;26: 24695–24706. doi: 10.1007/s11356-019-05769-9 [DOI] [PubMed] [Google Scholar]
  • 38.Bhat S V., Kamencic B, Körnig A, Shahina Z, Dahms TES. Exposure to Sub-lethal 2,4-Dichlorophenoxyacetic Acid Arrests Cell Division and Alters Cell Surface Properties in Escherichia coli. Frontiers in Microbiology. 2018;9. doi: 10.3389/fmicb.2018.00009 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39.Pedersen HL, Willassen NP, Leiros I. The first structure of a cold-adapted superoxide dismutase (SOD): biochemical and structural characterization of iron SOD from Aliivibrio salmonicida. Acta Crystallographica Section F Structural Biology and Crystallization Communications. 2009;65: 84–92. doi: 10.1107/S1744309109001110 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40.Jung IL, Kim IG. Transcription of ahpC, katG, and katE genes in Escherichia coli is regulated by polyamines: polyamine-deficient mutant sensitive to H2O2-induced oxidative damage. Biochemical and Biophysical Research Communications. 2003;301: 915–922. doi: 10.1016/s0006-291x(03)00064-0 [DOI] [PubMed] [Google Scholar]
  • 41.Pezzoni M, Tribelli PM, Pizarro RA, López NI, Costa CS. Exposure to low UVA doses increases KatA and KatB catalase activities, and confers cross-protection against subsequent oxidative injuries in Pseudomonas aeruginosa. Microbiology. 2016;162: 855–864. doi: 10.1099/mic.0.000268 [DOI] [PubMed] [Google Scholar]
  • 42.Brown SM, Howell ML, Vasil ML, Anderson AJ, Hassett DJ. Cloning and characterization of the katB gene of Pseudomonas aeruginosa encoding a hydrogen peroxide-inducible catalase: purification of KatB, cellular localization, and demonstration that it is essential for optimal resistance to hydrogen peroxide. Journal of Bacteriology. 1995;177: 6536–6544. doi: 10.1128/jb.177.22.6536-6544.1995 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43.Ochsner UA, Vasil ML, Alsabbagh E, Parvatiyar K, Hassett DJ. Role of the Pseudomonas aeruginosa oxyR-recG Operon in Oxidative Stress Defense and DNA Repair: OxyR-Dependent Regulation of katB-ankB, ahpB, and ahpC-ahpF. Journal of Bacteriology. 2000;182: 4533–4544. doi: 10.1128/JB.182.16.4533-4544.2000 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44.Hassett DJ, Ma J-F, Elkins JG, McDermott TR, Ochsner UA, West SEH, et al. Quorum sensing in Pseudomonas aeruginosa controls expression of catalase and superoxide dismutase genes and mediates biofilm susceptibility to hydrogen peroxide. Molecular Microbiology. 1999;34: 1082–1093. doi: 10.1046/j.1365-2958.1999.01672.x [DOI] [PubMed] [Google Scholar]
  • 45.Smirnoff N, Arnaud D. Hydrogen peroxide metabolism and functions in plants. New Phytologist. 2019;221: 1197–1214. doi: 10.1111/nph.15488 [DOI] [PubMed] [Google Scholar]
  • 46.Tyagi S, Shumayla, Verma PC, Singh K, Upadhyay SK. Molecular characterization of ascorbate peroxidase (APX) and APX-related (APX-R) genes in Triticum aestivum L. Genomics. 2020;112: 4208–4223. doi: 10.1016/j.ygeno.2020.07.023 [DOI] [PubMed] [Google Scholar]

Decision Letter 0

Muhammad Shahid

20 Oct 2021

PONE-D-21-27759Tolerance of Pseudomonas Strain to the 2,4-D Herbicide through a Peroxidase SystemPLOS ONE

Dear authors

Thank you for submitting your manuscript to PLOS ONE. After careful consideration, we feel that it has merit but does not fully meet PLOS ONE’s publication criteria as it currently stands. Therefore, we invite you to submit a revised version of the manuscript that addresses the points raised during the review process.

Please submit your revised manuscript by Dec 04 2021 11:59PM. If you will need more time than this to complete your revisions, please reply to this message or contact the journal office at plosone@plos.org. When you're ready to submit your revision, log on to https://www.editorialmanager.com/pone/ and select the 'Submissions Needing Revision' folder to locate your manuscript file.

Please include the following items when submitting your revised manuscript:

  • A rebuttal letter that responds to each point raised by the academic editor and reviewer(s). You should upload this letter as a separate file labeled 'Response to Reviewers'.

  • A marked-up copy of your manuscript that highlights changes made to the original version. You should upload this as a separate file labeled 'Revised Manuscript with Track Changes'.

  • An unmarked version of your revised paper without tracked changes. You should upload this as a separate file labeled 'Manuscript'.

If you would like to make changes to your financial disclosure, please include your updated statement in your cover letter. Guidelines for resubmitting your figure files are available below the reviewer comments at the end of this letter.

If applicable, we recommend that you deposit your laboratory protocols in protocols.io to enhance the reproducibility of your results. Protocols.io assigns your protocol its own identifier (DOI) so that it can be cited independently in the future. For instructions see: https://journals.plos.org/plosone/s/submission-guidelines#loc-laboratory-protocols. Additionally, PLOS ONE offers an option for publishing peer-reviewed Lab Protocol articles, which describe protocols hosted on protocols.io. Read more information on sharing protocols at https://plos.org/protocols?utm_medium=editorial-email&utm_source=authorletters&utm_campaign=protocols.

We look forward to receiving your revised manuscript.

Kind regards,

Muhammad Shahid, PhD

Academic Editor

PLOS ONE

Journal Requirements:

When submitting your revision, we need you to address these additional requirements.

1. Please ensure that your manuscript meets PLOS ONE's style requirements, including those for file naming. The PLOS ONE style templates can be found at

https://journals.plos.org/plosone/s/file?id=wjVg/PLOSOne_formatting_sample_main_body.pdf and

https://journals.plos.org/plosone/s/file?id=ba62/PLOSOne_formatting_sample_title_authors_affiliations.pdf

2. In your Data Availability statement, you have not specified where the minimal data set underlying the results described in your manuscript can be found. PLOS defines a study's minimal data set as the underlying data used to reach the conclusions drawn in the manuscript and any additional data required to replicate the reported study findings in their entirety. All PLOS journals require that the minimal data set be made fully available. For more information about our data policy, please see http://journals.plos.org/plosone/s/data-availability.

Upon re-submitting your revised manuscript, please upload your study’s minimal underlying data set as either Supporting Information files or to a stable, public repository and include the relevant URLs, DOIs, or accession numbers within your revised cover letter. For a list of acceptable repositories, please see http://journals.plos.org/plosone/s/data-availability#loc-recommended-repositories. Any potentially identifying patient information must be fully anonymized.

Important: If there are ethical or legal restrictions to sharing your data publicly, please explain these restrictions in detail. Please see our guidelines for more information on what we consider unacceptable restrictions to publicly sharing data: http://journals.plos.org/plosone/s/data-availability#loc-unacceptable-data-access-restrictions. Note that it is not acceptable for the authors to be the sole named individuals responsible for ensuring data access.

We will update your Data Availability statement to reflect the information you provide in your cover letter.

3. PLOS ONE now requires that authors provide the original uncropped and unadjusted images underlying all blot or gel results reported in a submission’s figures or Supporting Information files. This policy and the journal’s other requirements for blot/gel reporting and figure preparation are described in detail at https://journals.plos.org/plosone/s/figures#loc-blot-and-gel-reporting-requirements and https://journals.plos.org/plosone/s/figures#loc-preparing-figures-from-image-files. When you submit your revised manuscript, please ensure that your figures adhere fully to these guidelines and provide the original underlying images for all blot or gel data reported in your submission. See the following link for instructions on providing the original image data: https://journals.plos.org/plosone/s/figures#loc-original-images-for-blots-and-gels.

In your cover letter, please note whether your blot/gel image data are in Supporting Information or posted at a public data repository, provide the repository URL if relevant, and provide specific details as to which raw blot/gel images, if any, are not available. Email us at plosone@plos.org if you have any questions.

4. Please review your reference list to ensure that it is complete and correct. If you have cited papers that have been retracted, please include the rationale for doing so in the manuscript text, or remove these references and replace them with relevant current references. Any changes to the reference list should be mentioned in the rebuttal letter that accompanies your revised manuscript. If you need to cite a retracted article, indicate the article’s retracted status in the References list and also include a citation and full reference for the retraction notice.

Additional Editor Comments:

The manuscript 'Tolerance of Pseudomonas Strain to the 2,4-D Herbicide through a Peroxidase System' has been reviewed by two experts and both the reviewers raised concerns and asked the authors submit a revised version for re-consideration. Please revise the MS and provide a point-by-point response to each comment with the revised submission.

Reviewers' comments:

Reviewer's Responses to Questions

Comments to the Author

1. Is the manuscript technically sound, and do the data support the conclusions?

The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented.

Reviewer #1: Yes

Reviewer #2: Yes

**********

2. Has the statistical analysis been performed appropriately and rigorously?

Reviewer #1: Yes

Reviewer #2: Yes

**********

3. Have the authors made all data underlying the findings in their manuscript fully available?

The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.

Reviewer #1: Yes

Reviewer #2: Yes

**********

4. Is the manuscript presented in an intelligible fashion and written in standard English?

PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.

Reviewer #1: No

Reviewer #2: Yes

**********

5. Review Comments to the Author

Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #1: Reviewer Response

The original manuscript titled ‘Tolerance of Pseudomonas Strain to the 2,4-D Herbicide through a Peroxidase System’, manuscript number ‘PONE-D-21-27759’ is an excellent research work and written in a good manner. The manuscript can be considered for publication process after meeting out the essential inclusions and improvements in the details provided. Hence, the authors are kindly requested to do the following,

1. Abstract section needs to modified and rewritten even more effectively avoiding few unnecessary explanations.

2. Provide better keywords in maximum numbers as per journal guidelines.

3. The introduction section can be presented with information of harmful effect of 2,4-D on human health, and can be improved with good research statement.

4. The results and discussion section needs to be modified. The authors can concentrate in providing more supporting discussion for the results obtained in the study. The discussion part is insufficient for understanding the results.

5. Give details on the mechanism of how Pseudomonas Strain managed to tolerate 2,4-D herbicide using Peroxidase System with your experiments.

6. The manuscript has detailed the results captured, but the effective explanations of the research results are missing; kindly update it under each respective header.

7. Conclusion section can be made even better and reachable with your obtained results.

8. The references are needed to be concentrated and aligned properly.

9. The entire alignment of manuscript content is inappropriate, it needs to be corrected.

10. Kindly correct the tenses of language used under each section and also correct the spellings.

Reviewer #2: The manuscript needs following amendments;

Line#122: DNA polymerase is always written in Units like 0.5Units.

Line#123: Kindly, mention the total reaction mixture volume.

Line#124/125: Kindly, mention thermocycler cycles with stages like Initial Denaturation at 95℃/2mins, for 40 cycles: Denaturation at 95℃/30 sec, Annealing at 57.7℃/30sec, Extension at 72℃/3min; Final-Extension at 72℃/5mins & 4℃/∞.

Line#145: Kindly, repeat the above-mentioned suggestion for this section also.

Line#212: MDA stands for?

Line#279/298/315/340/372/412/443/457: As per Journal’s Format, Figure Legends are to be mentioned at end of the text.

Line#279: Kindly, correct the figure legend font as per Journal’s Format.

Line#392: Kindly, correct “as ah response system”, as “as response system”.

**********

6. PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files.

If you choose “no”, your identity will remain anonymous but your review may still be made public.

Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy.

Reviewer #1: No

Reviewer #2: Yes: Syeda Zahra Abbas

[NOTE: If reviewer comments were submitted as an attachment file, they will be attached to this email and accessible via the submission site. Please log into your account, locate the manuscript record, and check for the action link "View Attachments". If this link does not appear, there are no attachment files.]

While revising your submission, please upload your figure files to the Preflight Analysis and Conversion Engine (PACE) digital diagnostic tool, https://pacev2.apexcovantage.com/. PACE helps ensure that figures meet PLOS requirements. To use PACE, you must first register as a user. Registration is free. Then, login and navigate to the UPLOAD tab, where you will find detailed instructions on how to use the tool. If you encounter any issues or have any questions when using PACE, please email PLOS at figures@plos.org. Please note that Supporting Information files do not need this step.

Attachment

Submitted filename: Tolerance of Pseudomonas Strain to the 2,4-D Herbicide plos one.doc

Attachment

Submitted filename: Manuscript Number PONE-D-21-27759.docx

PLoS One. 2021 Dec 2;16(12):e0257263. doi: 10.1371/journal.pone.0257263.r002

Author response to Decision Letter 0


4 Nov 2021

Response to Reviewers

Dear Dr.

Muhammad Shahid, PhD

Academic Editor

PLOS ONE

Thank you for the work of the editor and reviewers in evaluating and for the considerations made to improve the submitted manuscript.

We are submitting this letter that responds to each point raised by the academic editor and reviewers, the marked-up copy of the manuscript that highlights changes made to the original version, and an unmarked version of the revised paper without tracked changes.

Sincerely, the authors.

Reviewer #1: Reviewer Response

The original manuscript titled ‘Tolerance of Pseudomonas Strain to the 2,4-D Herbicide through a Peroxidase System’, manuscript number ‘PONE-D-21-27759’ is an excellent research work and written in a good manner. The manuscript can be considered for publication process after meeting out the essential inclusions and improvements in the details provided. Hence, the authors are kindly requested to do the following,

Authors` response: the authors thank the reviewer for the critical evaluation of the manuscript. We realize that the suggested modifications are aimed at improving the fluidity and objectivity of the text. Therefore, we incorporated them into the manuscript with the indications of the lines where these changes were inserted in the Revised Manuscript with Track Changes.

1. Abstract section needs to modified and rewritten even more effectively avoiding few unnecessary explanations.

Authors´ response: the abstract has been rewritten, located on lines 28-65.

2. Provide better keywords in maximum numbers as per journal guidelines.

Authors´ response: The following key-words were added to PlosOne Manuscript Submission System: Oxidative stress; enzyme response; contaminated environment adaptation; bacteria response system; bacterial adaptation; phenotypic plasticity; catalase; superoxide dismutase; agriculture; herbicide tolerance; 2,4-Dichlorophenoxyacetic acid; bacterial communities; biofilm; pesticides; Pseudomonas; 2,4-D toxicity; antioxidative response system; ascorbate peroxidase; guaiacol peroxidase; hydrogen peroxide; Fe–SOD; Mn–SOD; KatA; enzyme isoforms; quorum sensing; microbiome; microbiome diversity; microbiome function; environment sustainability; human health; weeds; crop; environmental imbalances; herbicide chemical structure; chlorine; hydroxyl radical; membrane lipids; reactive oxygen species; bacterial aerobic metabolism; herbicide degradation; herbicide tolerance; bacterial growth; ribosomal 16S gene; polymerase chain reaction; DNA sequencing; cell viability; lipid peroxidation; malondialdehyde; bacterial phylogeny; stress indicators.

3. The introduction section can be presented with information of harmful effect of 2,4-D on human health, and can be improved with good research statement.

Authors´ response: a paragraph on possible effects of 2,4-D on human health has been added to the lines 87-96, with articles being inserted in the references and indicated below, and statements about this in the abstract, lines 61-62, and conclusions, to the line 552.

Rydz E, Larsen K, Peters CE. Estimating Exposure to Three Commonly Used, Potentially Carcinogenic Pesticides (Chlorolathonil, 2,4-D, and Glyphosate) Among Agricultural Workers in Canada. Ann Work Expo Health. 2021 May 3;65(4):377-389. doi: 10.1093/annweh/wxaa109. Erratum in: Ann Work Expo Health. 2021 Jul 3;65(6):740. PMID: 33336237.

Al-Amri I, Kadim IT, AlKindi A, Hamaed A, Al-Magbali R, Khalaf S, Al-Hosni K, Mabood F. Determination of residues of pesticides, anabolic steroids, antibiotics, and antibacterial compounds in meat products in Oman by liquid chromatography/mass spectrometry and enzyme-linked immunosorbent assay. Vet World. 2021 Mar;14(3):709-720. doi: 10.14202/vetworld.2021.709-720. Epub 2021 Mar 22. PMID: 33935417; PMCID: PMC8076474.

Spirhanzlova P, Fini JB, Demeneix B, Lardy-Fontan S, Vaslin-Reimann S, Lalere B, Guma N, Tindall A, Krief S. Composition and endocrine effects of water collected in the Kibale national park in Uganda. Environ Pollut. 2019 Aug;251:460-468. doi: 10.1016/j.envpol.2019.05.006. Epub 2019 May 2. PMID: 31103006.

Bianchi E, Lessing G, Brina KR, Angeli L, Andriguetti NB, Peruzzo JR, do Nascimento CA, Spilki FR, Ziulkoski AL, da Silva LB. Monitoring the Genotoxic and Cytotoxic Potential and the Presence of Pesticides and Hydrocarbons in Water of the Sinos River Basin, Southern Brazil. Arch Environ Contam Toxicol. 2017 Apr;72(3):321-334. doi: 10.1007/s00244-016-0334-0. Epub 2017 Jan 28. PMID: 28132076.

Faisal Islam, Jian Wang, Muhammad A. Farooq, Muhammad S.S. Khan, Ling Xu, Jinwen Zhu, Min Zhao, Stéphane Muños, Qing X. Li, Weijun Zhou,Potential impact of the herbicide 2,4-dichlorophenoxyacetic acid on human and ecosystems, Environment International, Volume 111, 2018, Pages 332-351, ISSN 0160-4120, https://doi.org/10.1016/j.envint.2017.10.020.

Wenjing Song, Yanjian Wan, Ying Jiang, Zhengdan Liu, Qi Wang, Urinary concentrations of 2,4-D in repeated samples from 0–7 year old healthy children in central and south China, Chemosphere, Volume 267, 2021, 129225, ISSN 0045-6535, https://doi.org/10.1016/j.chemosphere.2020.129225.

Monica K. Silver, Jie Shao, Mingyan Li, Chai Ji, Minjian Chen, Yankai Xia, Betsy Lozoff, John D. MeekePrenatal exposure to the herbicide 2,4-D is associated with deficits in auditory processing during infancy, Environmental Research, Volume 172, 2019, Pages 486-494, ISSN 0013-9351, https://doi.org/10.1016/j.envres.2019.02.046.

4. The results and discussion section needs to be modified. The authors can concentrate in providing more supporting discussion for the results obtained in the study. The discussion part is insufficient for understanding the results.

Authors´ response: the discussion was expanded into different topics in the article, such as in the lines 318-322; 336-340; 367; 473-477; 523-528; 545; as well as the respective references were inserted:

Aguiar LM, Dos Santos JB, Barroso GM, Laia ML, Gonçalves JF, da Costa VAM, Brito LA. Influence of 2,4-D residues on the soil microbial community and growth of tree species. Int J Phytoremediation. 2020;22(1):69-77. doi: 10.1080/15226514.2019.1644289. Epub 2019 Jul 25. PMID: 31342787.

Yang Z, Xu X, Dai M, Wang L, Shi X, Guo R. Rapid degradation of 2,4-dichlorophenoxyacetic acid facilitated by acetate under methanogenic condition. Bioresour Technol. 2017 May;232:146-151. doi: 10.1016/j.biortech.2017.01.069. Epub 2017 Feb 11. PMID: 28219052.

Freitas PNN, Rovida AFDS, Silva CR, Pileggi SAV, Olchanheski LR, Pileggi M. Specific quorum sensing molecules are possibly associated with responses to herbicide toxicity in a Pseudomonas strain. Environ Pollut. 2021 Nov 15;289:117896. doi: 10.1016/j.envpol.2021.117896. Epub 2021 Aug 2. PMID: 34358867.

Tang J, Hu Q, Lei D, Wu M, Zeng C, Zhang Q. Characterization of deltamethrin degradation and metabolic pathway by co-culture of Acinetobacter junii LH-1-1 and Klebsiella pneumoniae BPBA052. AMB Express. 2020 Jun 3;10(1):106. doi: 10.1186/s13568-020-01043-1. PMID: 32495133; PMCID: PMC7270285.

Hassett DJ, Ma JF, Elkins JG, McDermott TR, Ochsner UA, West SE, Huang CT, Fredericks J, Burnett S, Stewart PS, McFeters G, Passador L, Iglewski BH. Quorum sensing in Pseudomonas aeruginosa controls expression of catalase and superoxide dismutase genes and mediates biofilm susceptibility to hydrogen peroxide. Mol Microbiol. 1999 Dec;34(5):1082-93. doi: 10.1046/j.1365-2958.1999.01672.x. PMID: 10594832.

5. Give details on the mechanism of how Pseudomonas Strain managed to tolerate 2,4-D herbicide using Peroxidase System with your experiments.

Authors´ response: a proposal for a 2,4-D tolerance mechanism by the Pseudomonas strain is presented in lines 473-477; 523-528, Abstract and Conclusions sections.

6. The manuscript has detailed the results captured, but the effective explanations of the research results are missing; kindly update it under each respective header.

Authors´ response: the discussion was expanded into different topics in the article, such as in the lines 318-322; 336-340; 367; 473-477; 523-528; 545, as well as the respective references, already described, were inserted.

6. Conclusion section can be made even better and reachable with your obtained results.

Authors´ response: the conclusions were modified to include the reviewer's suggestions in the lines 567, 570, 572 and 576-577.

7. The references are needed to be concentrated and aligned properly.

Authors´ response: the reviewer's suggestions were followed.

8. The entire alignment of manuscript content is inappropriate, it needs to be corrected.

Authors´ response: the reviewer's suggestions were followed.

10. Kindly correct the tenses of language used under each section and also correct the spellings.

Authors´ response: a new language review was made, as suggested by the reviewer.

Reviewer #2: The manuscript needs following amendments;

Line#122: DNA polymerase is always written in Units like 0.5Units.

Authors´ response: the authors thank the reviewer for the critical evaluation of the manuscript. The text has been changed, as suggested by the reviewer.

Line#123: Kindly, mention the total reaction mixture volume.

Authors´ response: the text has been changed, as suggested by the reviewer.

Line#124/125: Kindly, mention thermocycler cycles with stages like Initial Denaturation at 95℃/2mins, for 40 cycles: Denaturation at 95℃/30 sec, Annealing at 57.7℃/30sec, Extension at 72℃/3min; Final-Extension at 72℃/5mins & 4℃/∞.

Authors´ response: the text has been changed, as suggested by the reviewer, and following the International System of Units.

Line#145: Kindly, repeat the above-mentioned suggestion for this section also.

Authors´ response: the text has been changed, as suggested by the reviewer, and following the International System of Units.

Line#212: MDA stands for?

Authors´ response: the abbreviation was explained in the text, as suggested by the reviewer.

Line#279/298/315/340/372/412/443/457: As per Journal’s Format, Figure Legends are to be mentioned at end of the text.

Authors´ response: I understand the reviewer's suggestions, but the journal's rules are as follows:

Figure captions

Figure captions must be inserted in the text of the manuscript, immediately following the paragraph in which the figure is first cited (read order). Do not include captions as part of the figure files themselves or submit them in a separate document.

Line#279: Kindly, correct the figure legend font as per Journal’s Format.

Authors´ response: the formatting of the titles of the figures were modified, as suggested by the reviewer.

Line#392: Kindly, correct “as ah response system”, as “as response system”.

Authors´ response: the text has been changed as suggested by the reviewer.

Attachment

Submitted filename: Response to Reviewers-2.docx

Decision Letter 1

Muhammad Shahid

17 Nov 2021

Tolerance of Pseudomonas Strain to the 2,4-D Herbicide through a Peroxidase System

PONE-D-21-27759R1

Dear Dr. Marcos Pileggi

We’re pleased to inform you that your manuscript has been judged scientifically suitable for publication and will be formally accepted for publication once it meets all outstanding technical requirements.

Within one week, you’ll receive an e-mail detailing the required amendments. When these have been addressed, you’ll receive a formal acceptance letter and your manuscript will be scheduled for publication.

An invoice for payment will follow shortly after the formal acceptance. To ensure an efficient process, please log into Editorial Manager at http://www.editorialmanager.com/pone/, click the 'Update My Information' link at the top of the page, and double check that your user information is up-to-date. If you have any billing related questions, please contact our Author Billing department directly at authorbilling@plos.org.

If your institution or institutions have a press office, please notify them about your upcoming paper to help maximize its impact. If they’ll be preparing press materials, please inform our press team as soon as possible -- no later than 48 hours after receiving the formal acceptance. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information, please contact onepress@plos.org.

Kind regards,

Muhammad Shahid, PhD

Academic Editor

PLOS ONE

Additional Editor Comments (optional):

Reviewers' comments:

Acceptance letter

Muhammad Shahid

23 Nov 2021

PONE-D-21-27759R1

Tolerance of Pseudomonas Strain to the 2,4-D Herbicide through a Peroxidase System

Dear Dr. Pileggi:

I'm pleased to inform you that your manuscript has been deemed suitable for publication in PLOS ONE. Congratulations! Your manuscript is now with our production department.

If your institution or institutions have a press office, please let them know about your upcoming paper now to help maximize its impact. If they'll be preparing press materials, please inform our press team within the next 48 hours. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information please contact onepress@plos.org.

If we can help with anything else, please email us at plosone@plos.org.

Thank you for submitting your work to PLOS ONE and supporting open access.

Kind regards,

PLOS ONE Editorial Office Staff

on behalf of

Dr. Muhammad Shahid

Academic Editor

PLOS ONE

Associated Data

    This section collects any data citations, data availability statements, or supplementary materials included in this article.

    Supplementary Materials

    S1 Appendix. Statistical analysis.

    (PDF)

    S1 Raw images

    (DOCX)

    Attachment

    Submitted filename: Tolerance of Pseudomonas Strain to the 2,4-D Herbicide plos one.doc

    Attachment

    Submitted filename: Manuscript Number PONE-D-21-27759.docx

    Attachment

    Submitted filename: Response to Reviewers-2.docx

    Data Availability Statement

    All relevant data are within the paper and its Supporting Information files.


    Articles from PLoS ONE are provided here courtesy of PLOS

    RESOURCES