- 1Associate Laboratory of the Institute for Research in Bioenergy (IPBEN)-Unesp, São Paulo State University (Unesp), Institute for Research in Bioenergy, Rio Claro, Brazil
- 2Industrial Microbiology Laboratory, General and Applied Biology, Institute of Biosciences, São Paulo State University (Unesp), Rio Claro, Brazil
- 3Laboratory of Magnetic Materials and Colloids, Institute of Chemistry, São Paulo State University (Unesp), Araraquara, Brazil
- 4Monitoring and Research Center for the Quality of Fuels, Biofuels, Petroleum and Derivatives (CEMPEQC/IQ-Unesp), Araraquara, Brazil
Environmental contamination caused by inorganic compounds is a major problem affecting soils and surface water. Most remediation techniques are costly and generally lead to incomplete removal and production of secondary waste. Nanotechnology, in this scenario with the zero-valent iron nanoparticle, represents a new generation of environmental remediation technologies. It is non-toxic, abundant, cheap, easy to produce, and its production process is simple. However, in order to decrease the aggregation tendency, the zero-iron nanoparticle is frequently coated with chemical surfactants synthesized from petrochemical sources, which are persistent or partially biodegradable. Biosurfactants (rhamnolipids), extracellular compounds produced by microorganisms from hydrophilic and hydrophobic substrates can replace synthetic surfactants. This study investigated the efficiency of a rhamnolipid biosurfactant on the aggregation of nanoscale zer-valent iron (nZVI) and its efficiency in reducing nitrate in simulated groundwater at pH 4.0. Two methods were tested: 1) adding the rhamnolipid during chemical synthesis and 2) adding the rhamnolipid after chemical synthesis of nZVI. Scanning electron microscopy field emission, X-ray diffractometry, Fourier transform infrared spectroscopy, thermogravimetric analysis, Dynamic Light Scattering, and zeta potential measurements were used to characterize bare nZVI and rhamnolipid-coated nZVI. The effects of the type of nZVI and initial NO3 concentration were examined. Nanoscale zer-valent iron with the addition of the rhamnolipid after synthesis achieved the best removal rate of nitrate (about 78%), with an initial nitrate concentration of 25 mg L−1. The results suggest that nZVI functionalized with rhamnolipids is a promising strategy for the in situ remediations of groundwater contaminated by NO3, heavy metal, and inorganic carbon.
Introduction
Due to the growing demand for food and the great use of fertilizers to obtain it, the contamination of the soil and the aquifers has demanded studies to overcome the problem. Fertilizers has caused environmental pollution with threats to agricultural productivity, food security, ecosystem health, human health, and economic prosperity (Erisman et al., 2008; Klove et al., 2011; Zhang et al., 2015; Hansen et al., 2017; Velis et al., 2017). The World Health Organization and US Environmental Protection Agency have established the maximum contaminant level for nitrate (NO3) of 10 mg L−1 in drinking water (WHO, International Program On Chemical Safety, 1996; EPA, 2002).
In recent years, nanoparticles have been used in environmental remediation because of their great reduction power and surface area. Nanoparticle zero-valent iron (nZVI) has been extensively implemented for groundwater remediation due to its low cost and the ability to reduce oxidized pollutants (Crane and Scott, 2012; Yirsaw et al., 2015; Stefaniuk et al., 2016; Magthalin et al., 2016). However, iron nanoparticles have some drawbacks that need to be solved such as the issue of cluster formation due to their interfacial energy and high surface reactivity (Zhang, 2003; Zhao et al., 2016), as well as their instability, which can be easily oxidized by water or oxygen in their environment, forming a passive layer on their surface. To diminish the tendency toward aggregation, nZVI is often coated with surfactants (NSET, 2003; Crane and Scott, 2012), which play major roles in improving particle mobility (Dutra, 2015), lowering interfacial tension, and preventing the coalescence of newly formed drops (Morsy, 2014). Xue et al. (2018) investigated the performance of nanoscale nZVI coated with rhamnolipids (RL) in the immobilization of cadmium and lead. They demonstrated the effectiveness of nZVI in transforming labile cadmium and lead into a stable fraction, with an increase of 56.40 and 43.10% in the maximum residual percentage of these metals after 42 days of incubation, decreasing the mobility of the metals. Nitrate may also be chemically reduced by nZVI (Huang et al., 2011). The efficiency of nitrate removal by Fe0 is dependent on the pH value, with rapid reduction generally occurring at pH 2–4.5 (Hausmann and Syldatk, 1998; Choe et al., 2004; Huang and Zhang, 2004). nZVI is highly reactive in water, making it an excellent electron acceptor (Sturm and Morgan, 1996). Sharma et al. (2020) explored Fe3O4 nanoparticles prepared with a coating of rhamnolipids. These materials show to be monodispersed and stable in water under environmentally relevant pH and ionic strength values. These nanoparticles were used to remove dissolved inorganic carbons from water and showed high sorption capacity at pH 6 and pH 8 in both carbonate-free and in equilibrium with the atmosphere CO2 systems. The nanoparticles are non-toxic, abundant, inexpensive, and easy to produce (Zhang, 2003; Cook, 2009; Keane, 2010). The core consists primarily of zero-valent iron, whereas the mixed-valent oxide shell is formed as a result of the oxidation of metallic iron (Cornell and Schwertmann, 2004; Li et al., 2006; Crane and Scott, 2014). With rapid advances in biotechnology and increased environmental awareness, synthetic surfactants are increasingly being replaced with biologically produced compounds (Banat et al., 2000; Gautam and Tyagi, 2006). The aim of green synthesis and the stabilization of metallic nanomaterial is to decrease the use of chemical methods (Park et al., 2011). Microbial biosurfactants are extracellular compounds produced by microorganisms, such as bacteria, yeast, and filamentous fungi, grown on hydrophobic/hydrophilic carbon sources (Nitschke et al., 2005; Pirôllo et al., 2008; Tese, 2011; Lovaglio et al., 2015). Biosurfactants are surface-active molecules with both hydrophilic and hydrophobic moieties, which enable these compounds to interact at interfaces and reduce the surface tension of the medium (Mishra et al., 2009; Fernandes, 2011; Tese, 2011). Rhamnolipids used in this study are produced by the bacteria Pseudomonas aeruginosa that have been intensively investigated and extensively reviewed for various applications (Ochsner et al., 1996; Maier and Soberón-Chávez, 2000; Nitschke et al., 2005; Akiyode and Boateng, 2018; Moutinho et al., 2021; Varjani et al., 2021; Magri and Abdel-Mawgoud, 2022). Rhamnolipids are comprised of one or two molecules of rhamnose linked to one or two molecules of β-hydroxydecanoic acid (Desai and Banat, 1997; Hausmann and Syldatk, 1998; Banat et al., 2000). Rhamnolipids are promising candidates for the stabilization of nanoparticles. These natural compounds have been used to stabilize silver nanoparticles (Xie et al., 2006; Reddy et al., 2009; Kiran et al., 2010; Kumar et al., 2010; Ravi Kumar et al., 2010; Farias et al., 2014; Salazar-Bryam et al., 2021), nickel oxide (Palanisamy, 2008; Palanisamy and Raichur, 2009), cadmium sulfide (Singhal et al., 2010), iron oxide (Liao et al., 2010) and palladium-doped nanoscale zer-valent iron particles (Basnet et al., 2013; Bhattacharjee et al., 2016). To the best of our knowledge, there are no reports in the literature of rhamnolipid-mediated synthesis, stabilization, and application of nZVI for nitrate reduction. Therefore, the aim of the present study was to report evidence for the use of a low-cost rhamnolipid biosurfactant for the stabilization of nZVI in an aqueous solution and its use for the removal of nitrate from simulated groundwater.
Materials and Methods
Materials
Ferric chloride (FeCl3 6H2O, 98%), Sodium borohydride (NaBH4, 97%), and Potassium bromide (KBr, 99%) were purchased from Sigma-Aldrich Chemical Corporation Sodium hydroxide (NaOH, 97%), ammonium chloride (NH4Cl, 99%), and sodium nitrate (NaNO3, 99%) were purchased from Labsynth and phosphoric acid (H3PO4, 95%) was purchased from J. T. Baker, Acetone (Honeyell, 100%) and deionized water were used for nZVI synthesis. For rhamnolipid production a Ca-free mineral salt medium containing glycerol as a carbon source was used (Müller et al., 2011). All of the components are of analytical grade and used without further purification. Further de-ionized water was used in all the experiments.
Production and Extraction of Rhamnolipids
The strain Pseudomonas aeruginosa LBI 2A1, was obtained in previous work as a part of a doctoral thesis of Lovagio (Lovaglio, 2011). It was maintained in Lysogenic Broth (LB) plus 20% glycerol at −20°C. For pre-culture, the microorganism was inoculated into 25 ml of LB, then transferred to 200 ml of LB medium containing phosphate buffer solution (pH 6.8) and 1% (w/v) of glycerin. The system was kept on a rotary shaker for 48 h at 180 rpm and 32°C. The pre-inoculum culture (10% v/v) at an optical density of 0.08 (OD580) was transferred to 400 ml of production medium containing glycerol 2% (w/v). The pH of the medium was adjusted to 7 by adding NaOH 1 mol L−1. The culture was incubated on a rotatory shaker for 120 h at 200 rpm and 32°C. Cells were separated by centrifugation at 12,000 rpm for 30 min at 4°C, and the cell pellet was discarded. To the supernatant was added 85% H3PO4 1:100 (v/v) to adjust of pH of about 2-3 and ethyl acetate 1:1,25 (v/v) for extraction of rhamnolipids. The mixture was shaken for 15 min and allowed to settle down until the phase separation. The inorganic phase was removed and the operation was repeated once again with the organic phase and ethyl acetate 1:1,25 for total extraction of rhamnolipids. After that, the organic phase containing the biosurfactant was concentrated using a rotary evaporator.
Surface Activity Measurements and Structural Characterization of Rhamnolipids
Surface tension was determined by the Du-Noüy ring method with a Krüss K6 Tensiometer (Krüss, Hamburg, Germany). Ultrapure water was measured to calibrate the tensiometer. Experiments were performed at room temperature; all measurements were made in triplicate.
Synthesis and Green Stabilization of nZVI
The synthesis was based on the borohydride reduction method (Wang and Zhang, 1997. The synthesis of nZVI was conducted in a beaker by adding sodium borohydride (6 mmol) dissolved in 2 ml of purified water to 40 ml ferric iron solution (4 mmol), for the reduction of ferric iron to nZVI. The solution was vigorously stirred with a magnetic bar at room temperature. The entire process was carried out in an argon atmosphere. The reduction reaction is as follows (Wang and Zhang, 1997):
A black precipitate formed instantly. After 20 min of reaction, the solid was magnetically decanted and washed three times with acetone.
Two stabilization methodologies of nZVI (Table 1) were compared with the bare-nZVI: synthesis of nZVI with rhamnolipids addition in ferric chloride solution (nZVI-A) and nZVI stocked in rhamnolipids solution (n-ZVI-S). The rhamnolipid solution used for nZVI-A and nZVI-S was above 250 mg L−1 (CMC, critical micellar concentration). The separation of the generated iron particles was achieved with a magnet, followed by washing with acetone at least three times.
Nanoparticle Characterization
Characterization of the crystalline phase was determined by X-ray powder diffraction (XRD) using a Simiens D5005 diffractometer with a Cu Kα radiation source. The samples were recorded at 5–80° of 2θ, with a step of 0.02°. The Crystallographic Search-Match software was used to index the samples. Fourier transform infrared (FTIR) spectroscopy was used to confirm the obtainment of a rhamnolipid. Thermogravimetric analysis (TGA) was carried out to determine the total amount of nZVI and mass of the rhamnolipids, using the STA 409C/CD system from NETZSCH Instruments. Samples (15 mg) were analyzed from room temperature up to 700°C under 50 ml min−1 airflow with a heating rate of 10°C.min−1. The shape and morphology of the dried nanoparticles were determined using scanning electron microscopy (SEM) model JEOL 7500F, with an acceleration of 2kV. The hydrodynamic diameter and zeta potential measurements of the particles were evaluated by Dynamic Light Scattering (DLS) and electrophoretic mobility using laser Doppler electrophoresis in a Zeta Sizer NanoZS from Malvern Instruments.
Nitrate Reduction Tests
Batch experiments were conducted using 1 L bottles at room temperature under light-excluding conditions. To create an anaerobic environment, the deionized water used for the preparation of the nitrate solution was boiled and the bottles were then purged with nitrogen gas to remove dissolved oxygen. Each bottle was filled with 1 L of initial NaNO3 concentrations (C0) of about 25, 50, and 100 mg L−1 NO3. At the onset of the experiment, the pH was adjusted to 4 using HCl 1 mol L−1 and 5 g of nZVI-S, nZVI-A, or bare nZVI were added to each bottle. Control experiments without the addition of nZVI nanoparticles were carried out in parallel. Samples (10 ml) were withdrawn every 15 min for 2 h. All experiments were performed in triplicate. The removal efficiency was calculated according to Eq. 2
in which C0 is the initial NO3 concentration and Cf is the final NO3 concentration. Nitrate and ammonium were quantified with a Thermo Scientific™ Orion™ nitrate electrode and ammonia electrode, respectively. A kinetic model for nitrate reduction by nZVI can be described by pseudo-first-order reaction kinetics (kobs). According to this model, the reaction rate is proportional to the nitrate concentration, as given in the following Eq. 3:
in which C0 is the initial NO3 concentration and C is the NO3 concentration at time t.
Results and Discussion
Rhamnolipid Production
The biosurfactant from P. aeruginosa LBI 2A1 was cultivated in a low-cost medium and formulated using an agro-industrial substrate based on 2% (w/v) glycerol as a carbon source. The biosurfactant was produced for 120 h at 32°C. The CMC of the crude biosurfactant was evaluated by the Du-Noüy ring method and its value was determined at 250 mg L−1. Although other authors have obtained 40.7 g/L, using soybean oil and ammonium nitrate (Sun et al., 2021), the use of a hydrophobic carbon source is observed, which for the strain used in this article, we have already reached up to 70.9 g/L using sunflower oil as carbon source (data not shown). This work concern to use of a by-product of the Biodiesel industry, such as glycerol. The FTIR analysis of the pure rhamnolipid is shown in Figure 1. The double bands at 2,922 and 2,854 cm−1 are assigned to C-H stretching vibrations of aliphatic groups. The band at 1,735 cm−1 corresponds to C=O stretching bonds of ester and carboxylic acid groups. The bands between 1,230 and 1,450 cm−1 are typical of C-H and O-H vibrations of carbohydrates, i.e., rhamnose units (Leitermann et al., 2008).
Characterization of nZVI
The diffractograms of the synthesized samples are shown in Figure 2. After synthesized, the samples were evaluated immediately and submitted to XRD analysis after 30 days. The bare nZVI sample was indexed as metallic iron (PDF 87-7194), the peaks of which correspond to (1 1 0) and (2 0 0) crystalline planes. After 30 days, it was observed the decreasing of the (1 1 0) crystalline iron plane and the arising of the (3 1 1) plane from the magnetite phase (PDF 74–419) indicates sample oxidation. The diffractogram of the nZVI-A sample revealed the presence of different crystalline phases. Besides metallic iron, magnetite (3 1 1) was also observed. Oxidation was also observed after 30 days, in which the characteristic peaks of metallic iron disappeared, and the sample was indexed as a mixture of magnetite and lepidocrocite (PDF 8–98) phases. On the contrary, the nZVI-S sample had better stabilization by rhamnolipids, and the metallic iron phase was present on freshly synthesized and 30-day old samples. Therefore, adding the metallic iron nanoparticles to the rhamnolipids solution results in a more effective surface functionalization protocol against oxidation. Scherrer’s equation was used to calculate the average crystallite diameter (DXRD). Table 2 corroborates the SEM data, demonstrating the nanometric size. The desired crystallinity phase was obtained. The estimated DXRD of the nanoparticles shows different sizes among the methods used. The DXRD increased as follows: nZVI-A< nZVI-S< nZVI.
![www.frontiersin.org](https://www.frontiersin.org/files/Articles/794460/fbioe-10-794460-HTML/image_m/fbioe-10-794460-g002.jpg)
FIGURE 2. X-ray diffraction peaks associated with nZVI particles were recorded: freshly synthesized samples (lighter colour) and 30-day old samples (darker colour). The Pattern Diffraction File (PDF) of metallic iron (PDF 87-7194), lepidocrocite (PDF 8-98) and, magnetite (PDF 74-419) were displayed as well.
![www.frontiersin.org](https://www.frontiersin.org/files/Articles/794460/fbioe-10-794460-HTML/image_m/fbioe-10-794460-t002.jpg)
TABLE 2. Average crystallite diameter according to Scherrer’s equation. * Crystallographic plane (1 1 0) and ** (3 1 1).
The surface features of the nanoparticles were evaluated through zeta potential measurements. A zeta potential greater than ±30 mV indicates reasonably stable nanoparticles with low aggregation capacity due to charge equilibrium (Lowry et al., 2016; Hunter, 1988). Figure 3 shows different isoelectric points according to the method used to functionalize the surface nanoparticles. The bare nZVI and nZVI-A samples exhibited the same profile curve with an isoelectric point (point of zero charge) (pHpzc) at 7.8, which is compatible with the range of values found in the literature (7.5–8.9) (Su et al., 2011; Markova et al., 2014; Wen et al., 2014; Arancibia-Miranda et al., 2016; Habish et al., 2017). However, a shift was observed for nZVI-S, with a reduction in pHpzc to 6, which shows that the nZVI-S sample had more adequate coating when the iron nanoparticle was functionalized after synthesis due to the similarity between the rhamnolipid pKa and pHpzc values. The pKa of the rhamnolipid is 5.6 (Sousa et al., 2014), while the observed pHpzc was 6, demonstrating that the surface corresponds to the rhamnolipid rather than the nanoparticles. Regarding colloidal stability, pH 4 was chosen to evaluate the zeta potential, once this is the point which materials will be applied. The results show that the bare nZVI sample had the highest value (37.2 mV), followed by nZVI-A (35.1 mV) and nZVI-S (6.3 mV). Although the nZVI-S sample had the lowest zeta potential value, the coating of the magnetic core by the rhamnolipids conferred steric stability to the compound.
The average diameter size of nZVI is shown in Figure 4. The bare nZVI had a shortened peak with a large base and an average diameter of 50 nm, while the average diameter of the nZVI-A and nZVI-S samples was approximately 60 and 42 nm, respectively. The larger average diameter for nZVI-A could be related to the addition of the rhamnolipid, as this biosurfactant has acid pH, which, in this situation, led to the formation of large aggregates, as observed by Dahrazma, et al. (2008) and Ishigami, et al. (1987). The formation of these aggregates is evidenced in the DLS analysis and SEM images (Figure 5).
Figure 5 displays the SEM images of bare nZVI, nZVI-A and nZVI-S. Bare nZVI was agglomerated in large clusters (Figure 5A). The morphology of nZVI differed depending on the time of the addition of rhamnolipids. As shown in Figure 5B, nZVI-S had less dispersed and smaller nanoparticles, whereas those of nZVI-A tended to be more agglomerated and consequently slightly larger (Figure 5C). This pattern was confirmed by the DLS analysis.
The thermal behavior of samples was investigated by TGA and DTG. The results are shown in Figure 6.
It is possible to identify two different regions in the TGA curve for bare-nZVI. The first region between 50 and 120°C, corresponds to a weight loss, due to the removal of physically bounded water and acetone from synthesis (Habish et al., 2017). The region near 189°C shows a slight change in the baseline without a peak and the DTA curve shows an exothermic peak, indicating the dehydration of the sample. In the second region, over 400°C, the gain mass is continuous at approximately 3%, the DTA curve presents an exothermic peak indicating oxidation on the bulk of the nanoparticle (Földvári, 2011). For the nZVI-A and nZVI-S samples, the TGA curve show three regions and the weight percentages are shown in Table 3.
The first region of weight loss, comprising between 40 and 230°C, corresponds to the removal of residual water and acetone from synthesis (Habish et al., 2017). In this range, the DTA curve indicates an endothermic peak at 100°C, which corresponds to a dehydration reaction. The second region of weight loss occurs with a slight change in the baseline without a peak between 230 and 480°C, due to decomposition and elimination of organic backbone from rhamnolipids (Pui et al., 2013). The third region, over 480°C, is characterized by a slight gain of weight due to the oxidation of the nZVI. The DTA curve of nZVI-A and nZVI-S samples shows endothermic peaks. The DTA curve shows exothermic signals at 230 and 480°C which is in agreement with to weight loss phenomena. Over 480°C the DTA curve also show exothermic characteristic, that is associated with weight gain associated with the oxidation of the nZVI particles.
Nitrate Reduction by nZVI Under Low pH Conditions
Fe0 is thermodynamically unstable in water. Dissolved oxygen is an oxidant and causes rapid corrosion of iron [Eq. 4]. On the other hand, under anaerobic conditions, water serves as the oxidant and corrosion takes place, producing hydrogen gas and hydroxide ions [Eq. 5]. The corrosion process results in an increase in pH media. Under acidic and anoxic conditions, the corrosion rate of iron is faster than iron corrosion by water [Eq. 6].
Several pathways of nitrate reduction by nZVI have been proposed, such as the following equations.
Figure 7 compares the nitrate reduction rates achieved with bare nZVI, nZVI-S and, nZVI-A samples. The nitrate reduction was observed in the first 15 min; thereafter, the reaction remained nearly constant. The nZVI-S nanoparticles exhibited a higher kinetic constant than bare ZVI and nZVI-A, respectively, as shown in Table 4. In the first 15 min of the reaction, nZVI-S achieved nitrate efficiency removal of 78.62%, 77.65% and 68.89% for 25, 50, and 100 mg L−1 of NO3 solution, respectively. The nitrate removal with nZVI-A was comprised between 20.18 and 12.45%, while the bare nZVI were approximately 47, 57%, and 43.54%. The control group test shows no nitrate reduction in presence of the biosurfactant.
![www.frontiersin.org](https://www.frontiersin.org/files/Articles/794460/fbioe-10-794460-HTML/image_m/fbioe-10-794460-g007.jpg)
FIGURE 7. Effect of time and initial nitrates concentration on nitrates reduction using nZVI at pH 4 (A) 25 mg/L NO3 (B) 50 mg/L NO3 (C) 100 mg/L NO3 and effect of time and initial nitrates concentration on ammonia concentration using nZVI at pH 4 (D) 25 mg/L NO3 (E) 50 mg/L NO3 (F) 100 mg/L NO3.
To quantify the reaction rate, a pseudo-first-order reaction model (Eq. 3) was used to fit the kinetic data (Johnson et al., 1996). A high initial reduction rate was found when the initial concentration of nitrate was low. The observed surface reaction rate constant (kobs) (Table 4) for nZVI-S increased from 0.078 to 0.107 min−1 at a 15-min reaction time when the initial nitrate concentration was decreased from 100 to 25 mg L−1. For bare nZVI and nZVI-A, the kobs remained nearly constant, with values of 0.043 and 0.015, respectively, when the initial concentration was 25 mg L−1. The reaction did not slow down because of insufficient iron, since iron was added in stoichiometric excess in all experiments. The amount of nZVI (5 g) was not enough to react with the initial nitrate concentration according to the chemical reactions described above (Eqs 5, 6). Hausmann and Syldatk (1998), found complete nitrate reduction when the Fe0 concentration was increased to 10 g L−1.
Figures 7A–D demonstrates that the nitrate removal rate diminished substantially over time. Hydroxide ions were formed as nitrate was reduced. Since no additional acid was added, the OH− accumulated, thus reducing the nitrate removal reaction (Hausmann and Syldatk, 1998; Liu et al., 2014). This behavior is consistent with the results presented in Figure 3, indicating that there was a surface modification on the nanoparticle. The concentration of ammonia did not increase with an increase in the initial concentration of nitrate (Figures 7D–F). Approximately 45% of nitrate was transformed into ammonia using 5 g of nZVI, showing that nZVI-S followed reaction Eqs 5, 6, whereas bare nZVI and nZVI-A did not transform nitrate into ammonia, probably following only Eq. 6.
Conclusion
The present study presents the potential of using the rhamnolipid biosurfactant, obtained in a sustainable way (use of glycerol as a carbon source), in the preparation of nZVI as a stabilizer, increasing its stability and performance in terms of NO3 removal. Rhamnolipids are a promising alternative to synthetic surfactants for the synthesis and surface functionalization of zero valence iron nanoparticles. With the success achieved in this application, one more use of the rhamnolipid produced by P. aeruginosa LBI 2A1 is potentiated. The nanoparticles prepared with the rhamnolipid coating remained stable for 1 month, thus showing the efficiency of the process. The XRD analysis showed that the Fe0 intensity decreased gradually over time for both bare nZVI and nZVI-A, whereas a better response was found for nZVI-S, with the rhamnolipid concentration above the CMC. Compared to bare nZVI particles, nZVI-A and nZVI-S were stable in an aqueous solution and not easily oxidized and/or aggregated. Based on the efficient removal capacity and the observed first-order coefficient (kobs), NO3 removal by the different prepared materials followed the order of nZVI-S > bare nZVI > nZVI-A. In the presence of bare nZVI, most of the NO3 was not converted into NH4. For successful long-term groundwater field treatments using nZVI coated with rhamnolipids, a more detailed study of the chemical processing as well as the application of nanoparticles in situ should be carried out since the focus of this study was to verify the potential of nanoparticles obtained in the removal of nitrate from the aqueous medium. The results presented lead to the conclusion that the application of rhamnolipids as a coating for zero iron nanoparticles has potential and adds to those existing in the literature for use in the removal of metals such as cadmium and lead, since there is no mention of the use of rhamnolipids in the stabilization of zero iron nanoparticles to remove NO3 from groundwater.
Data Availability Statement
The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.
Author Contributions
CCM is responsible for conducting the rhamnolipids production experiments and nZVI. AMS-B collaborated on the bioassays carried out. RP and CCS helped in obtaining the nanoparticles as well as in the characterization analyzes of nZVI. MJ and RFCM collaborated in the discussion of obtaining the nanoparticles as well as in the analysis of the characterization of nZVI. JC wrote the manuscript, guided the students, and supported the development of the project through assistance with the Development Agencies.
Funding
The financial support provided by the São Paulo Research Foundation (Fapesp) and the Coordination for the Improvement of Higher Education Personnel (CAPES).
Conflict of Interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher’s Note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
References
Akiyode, O., and Boateng, J. (2018). Composite Biopolymer-Based Wafer Dressings Loaded with Microbial Biosurfactants for Potential Application in Chronic Wounds. Polymers 10 (8), 918. doi:10.3390/polym10080918
Arancibia-Miranda, N., Baltazar, S. E., García, A., Muñoz-Lira, D., Sepúlveda, P., Rubio, M. A., et al. (2016). Nanoscale Zer Valent Supported by Zeolite and Montmorillonite: Template Effect of the Removal of Lead Ion from an Aqueous Solution. J. Hazard. Mater. 301, 371–380. doi:10.1016/j.jhazmat.2015.09.007
Banat, I. M., Makkar, R. S., and Cameotra, S. S. (2000). Potential Commercial Applications of Microbial Surfactants. Appl. Microbiol. Biotechnol. 53 (5), 495–508. doi:10.1007/s002530051648
Basnet, M., Ghoshal, S., and Tufenkji, N. (2013). Rhamnolipid Biosurfactant and Soy Protein Act as Effective Stabilizers in the Aggregation and Transport of Palladium-Doped Zerovalent Iron Nanoparticles in Saturated Porous Media. Environ. Sci. Technol. 47 (23), 13355–13364. doi:10.1021/es402619v
Bhattacharjee, S., Basnet, M., Tufenkji, N., and Ghoshal, S. (2016). Effects of Rhamnolipid and Carboxymethylcellulose Coatings on Reactivity of Palladium-Doped Nanoscale Zer-Valent Iron Particles. Environ. Sci. Technol. 50 (4), 1812–1820. doi:10.1021/acs.est.5b05074
Choe, S., Liljestrand, H. M., and Khim, J. (2004). Nitrate Reduction by Zero-Valent Iron under Different PH Regimes. Appl. Geochem. 19 (3), 335–342. doi:10.1016/j.apgeochem.2003.08.001
Cook, S. M. (2009). Assessing the Use and Application of Zero-Valent Iron Nanoparticle Technology for Remediation at Contaminated Sites. Washington, DC: EPA Rep., 39. No. August.
Cornell, R. M., and Schwertmann, U. (2004). “Introduction to the Iron Oxides,” in The Iron Oxides. doi:10.1002/3527602097.ch1
Crane, R. A., and Scott, T. B. (2012) Nanoscale Zero-Valent Iron: Future Prospects for an Emerging Water Treatment Technology. J. Hazard. Mater. 211-212, 112, 125. doi:10.1016/j.jhazmat.2011.11.073
Crane, R. A., and Scott, T. (2014). The Removal of Uranium onto Carbon-Supported Nanoscale Zer-Valent Iron Particles. J. Nanopart Res. 16 (12). doi:10.1007/s11051-014-2813-4
Dahrazma, B., Mulligan, C. N., and Nieh, M. P. (2008). Effects of Additives on the Structure of Rhamnolipid (Biosurfactant): A Small-Angle Neutron Scattering (SANS) Study. J. Colloid Interf. Sci. doi:10.1016/j.jcis.2007.11.0410.1016/j.jcis.2007.11.045
Desai, J. D., and Banat, I. M. (1997). Microbial Production of Surfactants and Their Commercial Potential. Fuel Energ. Abstr 38 (4), 221. doi:10.1128/.61.1.47-64.1997
Dutra, M. C. (20152015). Síntese e Caracterização de Nanopartícula de Ferro-Zero Valente (Nzvi) aplicada ao tratamento de águas contaminadas com 4-Clorofenol. 78 f. Florianópolis: Dissertação (Mestrado em Engenharia Química) - Centro Tecnológico, Universidade Federal de Santa Catarina, Florianópolis, 78.
EPA (2002). Drinking Water from Household Wells. Washington, DC: U.S. Environmental Protection Agency.
Erisman, J. W., Sutton, M. A., Galloway, J., Klimont, Z., and Winiwarter, W. (2008). How a Century of Ammonia Synthesis Changed the World. Nat. Geosci 1 (10), 636–639. doi:10.1038/ngeo325
Farias, C. B. B., Silva, A. F., Rufino, R. D., Luna, J. M., Souza, J. E. G., and Sarubbo, L. A. (2014). Synthesis of Silver Nanoparticles Using a Biosurfactant Produced in Low-Cost Medium as Stabilizing Agent. Electron. J. Biotechnol. 17 (3), 122–125. doi:10.1016/j.ejbt.2014.04.003
Fernandes, T. C. C. (2011). Investigação dos efeitos tóxicos do biossurfactante ramnolipídio e suas implicações quando usado na biorremediação de águas contaminadas por petróleo. Universidade Estadual Paulista, Instituto de Biociências de Rio Claro, 188.
Földvári, M. (2011). Handbook of the Thermogravimetric System of Minerals and its Use in Geological Practice. Cent. Eur. Geology. 56, 397–400. doi:10.1556/CEuGeol.56.2013.4.6
Gautam, K. K., and Tyagi, V. K. (2006). Microbial Surfactants: A Review. J. Oleo Sci. 55 (4), 155–166. doi:10.5650/jos.55.155
Habish, A. J., Lazarević, S., Janković-Častvan, I., Jokić, B., Kovač, J., Rogan, J., et al. (2017). Nanoscale Zer-Valent Iron (nZVI) Supported by Natural and Acid-Activated Sepiolites: the Effect of the nZVI/support Ratio on the Composite Properties and Cd2+ Adsorption. Environ. Sci. Pollut. Res. 24 (1), 628–643. doi:10.1007/s11356-016-7802-y
Hansen, B., Thorling, L., Schullehner, J., Termansen, M., and Dalgaard, T. (2017). Groundwater Nitrate Response to Sustainable Nitrogen Management. Sci. Rep. 7 (1), 1–12. doi:10.1038/s41598-017-07147-2
Hausmann, R., and Syldatk, C. (1998). “Types and Classification of Microbial Surfactants,” in Nitrate Reduction by Metallic Iron. Editors C. P. Huang, H. W. Wang, and P. C Chiu, 32, 2257–2264. doi:10.1016/S0043-1354(97)00464-8
Huang, Y. H., and Zhang, T. C. (2004). Effects of Low PH on Nitrate Reduction by Iron Powder. Water Res. 38 (11), 2631–2642. doi:10.1016/j.watres.2004.03.015
Hunter, R. J. (1988). in Zeta Potential in Colloid Science: Principles and Applications. Editors R. H. Ottewill, and R. L. Rowell. Third. (Academic Press), 2.
Hwang, Y.-H., Kim, D.-G., and Shin, H.-S. (2011). Mechanism Study of Nitrate Reduction by Nano Zero Valent Iron. J. Hazard. Mater. 185 (2–3), 1513–1521. doi:10.1016/j.jhazmat.2010.10.078
Ishigami, Y., Gama, Y., Nagahora, H., Yamaguchi, M., Nakahara, H., and Kamata, T. (1987). The PH-Sensitive Conversion of Molecular Aggregates of Rhamnolipid Biosurfactant. Chem. Lett. 16, 763–766. doi:10.1246/cl.1987.763
Johnson, T. L., Scherer, M. M., and Tratnyek, P. G. (1996). Kinetics of Halogenated Organic Compound Degradation by Iron Metal. Environ. Sci. Technol. 30 (8), 2634–2640. doi:10.1021/es9600901
Judia Magthalin, C., Varadharajan, A., Swarnalatha, S., and Sekaran, G. (2016). Cationic Dispersant Immobilized Matrix for Sequestering Cr (III) from Contaminated Soil. Mater. Today Proc. 3 (10), 3697–3702. doi:10.1016/j.matpr.2016.11.015
Keane, E. (2010). Fate, Transport, and Toxicity of Nanoscale Zer-Valent Iron (NZVI) Used during Superfund Remediation. Master's project, Duke University, 38. Available at: https://hdl.handle.net/10161/2172.
Kiran, G. S., Sabu, A., and Selvin, J. (2010). Synthesis of Silver Nanoparticles by Glycolipid Biosurfactant Produced from Marine Brevibacterium Casei MSA19. J. Biotechnol. 148 (4), 221–225. doi:10.1016/j.jbiotec.2010.06.012
Kløve, B., Ala-aho, P., Bertrand, G., Boukalova, Z., Ertürk, A., Goldscheider, N., et al. (2011). Groundwater Dependent Ecosystems. Part I: Hydroecological Status and Trends. Environ. Sci. Pol. 14 (7), 770–781. doi:10.1016/j.envsci.2011.04.002
Kumar, C. G., Mamidyala, K. S., Biswanath, D., Sridhar, B., Devi, G. S., and Karuna, M. S. (2010). Synthesis of Biosurfactant-Based Silver Nanoparticles with Purified Rhamnolipids Isolated from Pseudomonas Aeruginosa BS-161R. J. Microbiol. Biotechnol. 20 (7), 1061–1068. doi:10.4014/jmb.1001.01018
Leitermann, F., Syldatk, C., Hausmann, R., Sridhar, B., Sarala Devi, G., KarunaLeitermann, F., et al. (2008). Fast Quantitative Determination of Microbial Rhamnolipids from Cultivation Broths by ATR-FTIR Spectroscopy. J. Biol. Eng. 2, 1–8. doi:10.1186/1754-1611-2-13
Li, X.-q., Elliott, D. W., and Zhang, W.-x. (2006). Zero-Valent Iron Nanoparticles for Abatement of Environmental Pollutants: Materials and Engineering Aspects. Crit. Rev. Solid State. Mater. Sci. 31 (4), 111–122. doi:10.1080/10408430601057611
Liao, Z., Wang, H., Wang, X., Wang, C., Hu, X., Cao, X., et al. (2010). Biocompatible Surfactin-Stabilized Superparamagnetic Iron Oxide Nanoparticles as Contrast Agents for Magnetic Resonance Imaging. Colloids Surf. A: Physicochemical Eng. Aspects 370 (1–3), 1–5. doi:10.1016/j.colsurfa.2010.06.025
Liu, H., Guo, M., and Zhang, Y. (2014). Nitrate Removal by Fe0/Pd/Cu Nano-Composite in Groundwater. Environ. Technol. 35 (7), 917–924. doi:10.1080/09593330.2013.856926
Lovaglio, R. B. (2011). Produção de Ramnolipídios Por Mutantes de Pseudomonas Aeruginosa LBI . 2011. 148f. Rio Claro: Tese (Doutorado em Microbiologia Aplicada) - Departamento de Bioquímica e Microbiologia, Universidade Estadual Paulista, 148.
Lovaglio, R. B., Silva, V. L., Ferreira, H., Hausmann, R., and Contiero, J. (2015). Rhamnolipids Know-How: Looking for Strategies for its Industrial Dissemination. Biotechnol. Adv. 33 (8), 1715–1726. doi:10.1016/j.biotechadv.2015.09.002
Lowry, G. V., Hill, R. J., Harper, S., Rawle, A. F., Hendren, C. O., Klaessig, F., et al. (2016). Guidance to Improve the Scientific Value of Zeta-Potential Measurements in NanoEHS. Environ. Sci. Nano 3 (5), 953–965. doi:10.1039/c6en00136j
Magri, M., and Abdel-Mawgoud, A. M. (2022). Identification of Putative Producers of Rhamnolipids/glycolipids and Their Transporters Using Genome Mining. Curr. Res. Biotechnol. doi:10.1016/j.crbiot.2022.02.002
Maier, R. M., and Soberón-Chávez, G. (2000). Pseudomonas Aeruginosa Rhamnolipids: Biosynthesis and Potential Applications. Appl. Microbiol. Biotechnol. 54 (5), 625–633. doi:10.1007/s002530000443
Markova, Z., Novak, P., Kaslik, J., Plachtova, P., Brazdova, M., Jancula, D., et al. (2014). Lead Removal by Nano-Scale Zero Valent Iron: Surface Analysis and PH Effect. Mater. Res. Bull. 59, 341–348. doi:10.1016/j.materresbull.2014.07.045
Mishra, M., Muthuprasanna, P., Prabha, K. S., Rani, P. S., Babu, I. A. S., Chandiran, I. S., et al. (2009). Basics and Potential Applications of Surfactants - A Review. Int. J. Pharmtech Res. 1 (4), 1354–1365.
Morsy, S. M. I. (2014). Role of Surfactants in Nanotechnology and Their Applications. Int. J. Curr. Microbiol. App. Sci. V. 3 (5), 237–260.
Moutinho, L. F., Moura, F. R., Silvestre, R. C., and Romão-Dumaresq, A. S. (2021). Microbial Biosurfactants: A Broad Analysis of Properties, Applications, Biosynthesis, and Techno-Economical Assessment of Rhamnolipid Production. Biotechnol. Prog. 37, e3093. doi:10.1002/btpr.3093
Müller, M. M., Hörmann, B., Kugel, M., Syldatk, C., and Hausmann, R. (2011). Evaluation of Rhamnolipid Production Capacity of Pseudomonas aeruginosa PAO1 in Comparison to the Rhamnolipid Over-producer Strains DSM 7108 and DSM 2874. Appl. Microbiol. Biotechnol. 89 (3), 585–592. doi:10.1007/s00253-010-2901-z
Nitschke, M., Costa, S. G. V. A. O., Haddad, R., Goncalves, L. A. G., Eberlin, M. N., and Contiero, J. (2005). Oil Wastes as Unconventional Substrates for Rhamnolipid Biosurfactant Production by Pseudomonas aeruginosa LBI. Biotechnol. Prog. 21 (5), 1562–1566. 7 out. doi:10.1021/bp050198x
NSET (2003). “National Nanotechnology Initiative Workshop,” in Nanotechnology and the Environment (Arlington, 53.
Ochsner, U. A., Hembach, T., and Fiechter, A. (1995). Production of Rhamnolipid Biosurfactants. Adv. Biochem. Eng. Biotechnol. 53, 89–118. doi:10.1007/BFb0102326
Palanisamy, P. (2008). Biosurfactant Mediated Synthesis of NiO Nanorods. Mater. Lett. 62 (4–5), 743–746. doi:10.1016/j.matlet.2007.06.053
Palanisamy, P., and Raichur, A. M. (2009). Synthesis of Spherical NiO Nanoparticles through a Novel Biosurfactant Mediated Emulsion Technique. Mater. Sci. Eng. C 29 (1), 199–204. doi:10.1016/j.msec.2008.06.008
Park, Y., Hong, Y. N., Weyers, A., Kim, Y. S., and Linhardt, R. J. (2011). Polysaccharides and Phytochemicals: A Natural Reservoir for the Green Synthesis of Gold and Silver Nanoparticles. IET Nanobiotechnol. 5 (3), 69. doi:10.1049/iet-nbt.2010.0033
Pirôllo, M. P. S., Mariano, A. P., Lovaglio, R. B., Costa, S. G. V. A. O., Walter, V., Hausmann, R., et al. (2008). Biosurfactant Synthesis byPseudomonas aeruginosaLBI Isolated from a Hydrocarbon-Contaminated Site. J. Appl. Microbiol. 105 (5), 1484–1490. doi:10.1111/j.1365-2672.2008.03893.x
Pui, A., Gherca, D., and Cornei, N. (2013). Synthesis and Characterization of MFe2O4 (M=Mg, Mn, Ni) Nanoparticles. Mater. Res. Bull. 48 (4), 1357–1362. doi:10.1016/j.materresbull.2012.11.088
Ravi Kumar, D. V., Kasture, M., Prabhune, A. A., Ramana, C. V., Prasad, B. L. V., and Kulkarni, A. A. (2010). Continuous Flow Synthesis of Functionalized Silver Nanoparticles Using Bifunctional Biosurfactants. Green. Chem. 12 (4), 609. doi:10.1039/b919550e
Reddy, A. S., Chen, C.-Y., Baker, S. C., Chen, C.-C., Jean, J.-S., Fan, C.-W., et al. (2009). Synthesis of Silver Nanoparticles Using Surfactin: A Biosurfactant as Stabilizing Agent. Mater. Lett. 63 (15), 1227–1230. doi:10.1016/j.matlet.2009.02.028
Salazar-Bryam, A. M., Yoshimura, I., Santos, L. P., Moura, C. C., Santos, C. C., Silva, V. L., et al. (2021). Silver Nanoparticles Stabilized by Ramnolipids: Effect of pH. Colloids Surf. B: Biointerfaces 205, 111883. doi:10.1016/j.colsurfb.2021.111883
Sharma, N., Ghosh, A., Fortner, J. D., and Giammar, D. E. (2020). Modeling Performance of Rhamnolipid-Coated Engineered Magnetite Nanoparticles for U(vi) Sorption and Separation. Environ. Sci. Nano 7 (7), 2010–2020. doi:10.1039/d0en00416b
Singhal, S., Nie, S., and Wang, M. D. (2010). Nanotechnology Applications in Surgical Oncology. Annu. Rev. Med. 61, 359–373. doi:10.1146/annurev.med.60.052907.094936
Sousa, J. R., Correia, J. A. C., Melo, V. M. M., Gonçalves, L. R. B., and Cruz, A. J. G. (2014). Cinética e Caracterização de Ramnolipídeos Produzidos Por Pseudomonas Aeruginosa MSIC02 Utilizando Glicerol Como Fonte de Carbono. Quim. Nova 37 (3), 431–441. doi:10.5935/0100-4042.2014006410.5935/0100-4042.20140064
Stefaniuk, M., Oleszczuk, P., and Ok, Y. S. (2016). Review on Nano Zerovalent Iron (NZVI): From Synthesis to Environmental Applications. Chem. Eng. J. 287 (1 March), 618–632. doi:10.1016/j.cej.2015.11.046
Sturm, W., and Morgan, J. (1996). in Aquatic Chemistry Chemical Equilibria and Rates. Editor J. J. Morgan. 3rded. (John Wiley & Sons).
Su, Y., Adeleye, A. S., Huang, Y., Sun, X., Dai, C., Zhou, X., et al. (2011). Microbial Biosurfactants: From an Environmental Application Point of View. J. Bioremed Biodegrad 02 (5), 1000104. doi:10.4172/2155-6199.1000104e
Sun, W., Zhu, B., Yang, F., Dai, M., Sehar, S., Peng, C., et al. (2021). Optimization of Biosurfactant Production from Pseudomonas Sp. CQ2 and its Application for Remediation of Heavy Metal Contaminated Soil. Chemosphere 265, 129090. doi:10.1016/j.chemosphere.2020.129090
Tese, F. (2011). Doutorado em Biologia Celular e Molecular) - Intituto de Biociências. Rio Claro: Universidade Estadual Paulista, 188.
Varjani, S., Rakholiya, P., Yong Ng, H., Taherzadeh, M. J., Hao Ngo, H., Chang, J.-S., et al. (2021). Bio-based Rhamnolipids Production and Recovery from Waste Streams: Status and Perspectives. Bioresour. Technol. 319, 124213. doi:10.1016/j.biortech.2020.124213
Velis, M., Conti, K. I., and Biermann, F. (2017). Groundwater and Human Development: Synergies and Trade-Offs within the Context of the Sustainable Development Goals. Sustain. Sci. 12 (6), 1007–1017. doi:10.1007/s11625-017-0490-9
Wang, C.-B., and Zhang, W.-x. (1997). Synthesizing Nanoscale Iron Particles for Rapid and Complete Dechlorination of TCE and PCBs. Environ. Sci. Technol. 31 (7), 2154–2156. doi:10.1021/es970039c
Wen, Z., Zhang, Y., and Dai, C. (2014). Removal of Phosphate from Aqueous Solution Using Nanoscale Zer-Valent Iron (nZVI). Colloids Surf. A: Physicochemical Eng. Aspects 457, 433–440. doi:10.1016/j.colsurfa.2014.06.017
WHO; International Programme on Chemical SafetyGuidelines for Drinking- Water Quality (1996). in Volume 2: Health Criteria and Other Supporting Information. 2nd ed. (New Jersey, USA: World Health Organization). doi:10.1016/0048-9697(87)90388-3
Xie, Y., Ye, R., and Liu, H. (2006). Synthesis of Silver Nanoparticles in Reverse Micelles Stabilized by Natural Biosurfactant. Colloids Surf. A: Physicochemical Eng. Aspects 279 (1–3), 175–178. doi:10.1016/j.colsurfa.2005.12.056
Xue, W., Huang, D., Zeng, G., Wan, J., Zhang, C., Xu, R., et al. (2018). Nanoscale Zer-Valent Iron Coated with Rhamnolipid as an Effective Stabilizer for Immobilization of Cd and Pb in River Sediments. J. Hazard. Mater. 341 (341), 381–389. doi:10.1016/j.jhazmat.2017.06.028
Yirsaw, B. D., Megharaj, M., Chen, Z., and Naidu, R. (2016). Environmental Application and Ecological Significance of Nano-Zero Valent Iron. J. Environ. Sci. 44, 88–98. doi:10.1016/j.jes.2015.07.016
Zhang, W.-x. (2003). Nanoscale Iron Particles for Environmental Remediation- an Overview.Pdf. J. Nanoparticle Res. 5, 323–332. doi:10.1023/A:1025520116015
Zhang, X., Davidson, E. A., Mauzerall, D. L., Searchinger, T. D., Dumas, P., and Shen, Y. (2015). Managing Nitrogen for Sustainable Development. Nature 528 (7580), 51–59. doi:10.1038/nature15743
Keywords: rhamnolipids, stabilizer, NZVI, nitrate removal, groundwater
Citation: Moura CC, Salazar-Bryam AM, Piazza RD, Carvalho dos Santos C, Jafelicci M, Marques RFC and Contiero J (2022) Rhamnolipids as Green Stabilizers of nZVI and Application in the Removal of Nitrate From Simulated Groundwater. Front. Bioeng. Biotechnol. 10:794460. doi: 10.3389/fbioe.2022.794460
Received: 13 October 2021; Accepted: 07 March 2022;
Published: 19 April 2022.
Edited by:
Murat Ozdal, Atatürk University, TurkeyReviewed by:
Sumeyra Gurkok, Atatürk University, TurkeySonja Kubicki, Heinrich Heine University of Düsseldorf, Germany
Copyright © 2022 Moura, Salazar-Bryam, Piazza, Carvalho dos Santos, Jafelicci, Marques and Contiero. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Jonas Contiero, jonas.contiero@unesp.br