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Enzyme and Microbial Technology 147 (2021) 109767 Contents lists available at ScienceDirect Enzyme and Microbial Technology journal homepage: www.elsevier.com/locate/enzmictec Characterization of a biosurfactant producing electroactive Bacillus sp. for enhanced Microbial Fuel Cell dye decolourisation Ola M. Gomaa a, *, Nabila Selim b, Reham Fathy a, Heba Hamed Maghrawy a, Marwa Gamal a, Hussein Abd El Kareem a, Godfrey Kyazze c, Tajalli Keshavarz c a b c Radiation Microbiology Department, Egypt Radiation Physics Department, National Center for Radiation Research and Technology (NCRRT), Egyptian Atomic Energy Authority (EAEA), Cairo, Egypt School of Life Sciences, University of Westminster, London, United Kingdom A R T I C L E I N F O A B S T R A C T Keywords: Gram positive bacteria Biofilm Permeability Bacillus sp. Microbial Fuel Cell Biosurfactant A biosurfactant producing Gram positive bacterium isolated from anodic biofilm of textile wastewater fed MFC was identified as Bacillus sp. MFC (Accession number: MT322244). Scanning Electron Microscopy of the bacterium showed appendages, the bacterium forms biofilm on Congo red agar medium. The obtained results showed that the addition of 5 mg/l endogenous biosurfactant to the bacterial cells resulted in 19-fold increase in bacterial surface-bound exopolysaccharides (EPS) and 1.94-fold increase in biofilm. However, when the biosurfactant concentration increased to 20 and 40 mg/l, EPS and biofilm decreased and the cells lost their colony forming ability. The dielectric properties of the bacterial cells showed increase in conductivity and relative permittivity with increasing biosurfactant concentrations. The shape of the voltammogram currents peak, their location and Electrochemical impedance spectroscopy (EIS) suggest the involvement of biofilm as direct electron transfer pathway. The average voltage obtained was 0.65 V as compared to 0.45 V for the control MFC. Decolourization was tested for Congo red in a double chamber Microbial Fuel Cell (MFC), the results showed 2fold increase in decolourization when biosurfactant is added post biofilm formation. The results confirm that Bacillus sp. MFC possess electrogenic properties and that adding low concentrations of endogenous biosurfactant to 24 h biofilm accelerates electron transfer by inducing perforations in the cell wall and increasing EPS as an electron transfer transient medium. Therefore, MFC performance can be enhanced. 1. Introduction Microbial Fuel cells (MFC) depend on microorganisms, as biocatalysts, that drive oxidation/ reduction reactions at electrode surfaces. The electron transfer from microorganisms to electrodes is considered one of the key aspects that controls MFC operation and sustainability [1]. MFC anodic electron transfer is one of the rate-limiting steps in the process, therefore, biofilm formation on anode plays a key role in electron transfer. Electrogenic microbes are present in different ecosystems and have been found to belong to diverse families of Gram negative and Gram positive bacteria [2,3]. Gram negative bacteria have been extensively studied with their electron transfer pathway categorized as direct (via membrane associated cytochromes, or conductive through pili) or mediated (by redox mediators) [4]. However, little has been reported on electron transfer in Gram positive bacteria. Gram positive bacteria have a thick cell wall (10–80 nm) that maybe encased in a glycoprotein S layer. Due to the structural differences between Gram negative and Gram positive bacteria, the latter was assumed not to follow direct electron transfer to insoluble electron acceptors; hence they require addition of mediators [5]. However, evidence emerged that Gram positive bacteria follow a direct electron transfer pathway as well [6]. Generally, different approaches have been adopted to overcome bacterial electron transfer limitations such as including anode surface modification [7], bacterial cell perforation [8], addition of synthetic or natural mediators [9,10] or biosurfactants in the anode chamber [11]. The latter is the focus of our study. There are different groups of biosurfactants, such as glycolipids, phospholipids and lipopeptides. Gram positive bacteria are known to produce lipopeptides, they can be of different chain length, generally cationic and have been reported to have diverse effects on membrane lipid bilayer [12]. The biosurfactant produced by Bacillus sp in our study is short chain lipopeptide. The charge of the short chain lipopeptide was reported to lay within the range from +1 * Corresponding author. E-mail address: olagomaa4@gmail.com (O.M. Gomaa). https://doi.org/10.1016/j.enzmictec.2021.109767 Received 10 September 2020; Received in revised form 19 February 2021; Accepted 23 February 2021 Available online 18 March 2021 0141-0229/© 2021 Elsevier Inc. All rights reserved. O.M. Gomaa et al. Enzyme and Microbial Technology 147 (2021) 109767 to +4 [13]. The addition of biosurfactants to microbial cells was reported to induce different effects on bacterial cells. It increased cell permeabilization in Bacillus cells and membrane fluidity [14], induced diverse effects on membrane lipid bilayer [12]. Cationic hydrophobic containing peptides were reported to favour and aid its insertion and interaction with bacterial membranes causing neutralization of the membrane that is followed by permeabilization at a later stage [15]. Cationic peptides interact with negatively charged parts of the bacterial membrane, interact with the lipid head group in what is termed the “carpet model” causing “toroidal pores” [16]. A biosurfactant added to anodic MFC compartment was reported to increase biofilm formation by making the electrode surface more hydrophilic, acting as a bridge that facilitated bacterial cell attachment to the electrode and this in return led to an increase in MFC performance [17]. From this standpoint, adding biosurfactant to anodic bacteria can either cause permeabilization that would lead to mediated electron transfer or attachment as biofilm that would lead to direct electron transfer. Therefore, the aim of the present study is to characterize the biochemical, biophysical and bioelectrochemical changes of Bacillus sp. cells after adding lipopeptide biosurfacant and correlate this effect to MFC performance by assessing the electricity production and decolorization of congo red as a model dye. software www.sciencebodies.com. 2.4. Scanning Electron Microscopy (SEM) Scanning electron micrographs of the isolated bacteria were captured using a JOEL JMS 5600 scanning electron microscope, cells were centrifuged and fixed using different alcohol concentrations and placed to dry on glass cover slip for 24 h. A suitable piece was cut using a clean sterile cutter then glued onto brass stub using a double-sided adhesive tape and was coated with a thin layer of gold under reduced pressure. The images were captured at magnifications of 7500 X using an electron beam high voltage of 30 kV. 2.5. Biosurfactant production and characterization The media used for biosurfactant production was basal mineral salt solution (MSS; pH 7.0) containing (g/l): MgSO4⋅7H2O, 0.3; KH2PO4, 5.0; K2HPO4⋅3H2O, 5.0; and NaCl, 5.0. The fermentation medium (BB; pH 7.0) used contained (g/l): beef extract, 3.0; peptone, 10.0; NaCl, 5.0; and brown sugar, 10.0 [11]. Bacterial cells were harvested by centrifugation at 10,000×g for 10 min at 4 ◦ C (Eppendorf, 5804R, Germany). The cell-free supernatant was acidified to pH 2 using 6 M HCl, refrigerated overnight, extracted by solvent, evaporated and used as the crude biosurfactant. Blood agar lysis, oil dispersion and emulsion index. Oil dispersion assay was tested by placing 20 mL clean water in a clean petri dish, 200 μL of paraffin oil was added to the surface on the water. About 100 μL of the fermentation broth was placed at the centre of the paraffin oil surface, the created clear zone represented biosurfactant activity. The test was performed in replicates. Emulsifying activity was determined by adding 5 mL of paraffin oil to 5 mL of the cell-free supernatant in a glass tube, then mixing it with a vortex for 2 min and incubating it at ambient temperature for 24 h. The emulsification index (E24 %) was calculated as the height of the emulsion layer (mm) divided by the total height of the liquid column (mm) multiplied by 100 according to the following equation: 2. Materials and methods 2.1. Isolation and biochemical characterization of biosurfactant producing Gram positive exoelectrogenic bacterium Bacterial biofilm grown on an electrode of textile wastewater-fed double chamber Microbial Fuel Cell was collected and identified as a Bacillus sp. rich biofilm in a previous study [18]. In the current study, a single bacterium was chosen to study its biochemical, biophysical and bioelectrochemical characteristics. Luria Bertani (LB) agar plate was used for recovery of the bacterium from the anodic biofilm sample. The plates were incubated at 37 ◦ C for 48–72 h. Single colonies were removed from these plates and sub-cultured for isolation, purification and selection of the highest biosurfactant producer based on oil dispersion assay [19]. E24% = HE x 100 HT where HE and HT are the height of the emulsion layer and the total height of liquid column, respectively. For partial characterization of the crude biosurfactant, First, Thin layer chromatography was performed. In order to confirm the composition of the biosurfactant, the biosurfactant was dissolved in methanol and spotted on TLC sheets using capillary tube. TLC solvent was composed of chloroform: methanol: acetic acid (65:15:2 v/v/v). The compounds separated by TLC were visualized by spraying with ninhydrin 1 % (w/v, in water). The plates were heated at 110 ◦ C for 5 min until the appearance of the respective colours. Fourier Transform Infrared Spectroscopy (FT-IR) was used to detect the main functional groups of the biosurfactant. Scanning was performed from 400 to 4000 nm using FTIR, BRUKER VERTEX 70 device at NCRRT. 2.2. Identification of most potent biosurfactant producing isolate The isolate showing the highest oil dispersion was characterized according to Bergey’s manual of determinative bacteriology. Detection of biofilm was performed using Congo red agar (CRA) method. Brain heart infusion broth (BHI) was prepared according to manufacturer’s instructions (Oxoid, UK). Colonies turning black were regarded as biofilm forming whereas those remaining white to pinkish were considered biofilm negative. Riboflavin was assayed in culture supernatant [10]. 2.3. 16S rRNA phylogenetic identification DNA of a 24 h culture was extracted using DNAEasy extraction kit according to the manufacturer’s instructions. 16S rRNA universal primers used were 27−8GAGTTTGATCCTGGCTCAG and 1492 GGTTACCTTGTTACGA (Sigma Co.). The amplification was performed as follows: 35 amplification cycles at 94℃ for 45 s, 55℃ for 60 s and 72℃ for 60 s. The visualized band amplified PCR products were submitted to Solgent Co Ltd (South Korea) for purification and sequencing. The resulting sequence was trimmed and assembled in Geneious software (Biomatters). The sequence was compared to the NCBI nucleotide database (www.ncbi.nih.gov\blst). Netwick file was generated using the free online software www.phylogeny.fr and phylogentic tree was constructed using the neighbour-joining method using Molecular Evolutionary Genetics Analysis software (MEGA X). The sequence was submitted to Genbank public database with accession number MT322244. G–C content (%) was calculated for the sequence using 2.6. Biochemical changes in Bacillus sp. cells exposed to different biosurfactant concentrations Bacillus sp. was incubated with different biosurfactant concentrations (0, 5, 10, 20 and 40 mg/l), the number of colony forming units (CFU/mL) was obtained from the appropriate dilution and log count was calculated and plotted. Biofilm formation was detected using crystal violet, the changes in the density of the biofilm were followed using ELIZA reader at NCRRT, readings were taken at 595 nm in 96 well round bottom plate. Exopolysaccharides (EPS) was quantified using the phenol-sulfuric acid method described by Chaplin and Kennedy [20], the absorbance was measured at 490 nm, the standard curve was prepared using different glucose concentrations. Surface-bound protein was measured as described by Castellanos et al. [21]. 2 O.M. Gomaa et al. Enzyme and Microbial Technology 147 (2021) 109767 3. Biophysical changes saturated cathode contained 100 mL working volume of 100 mM potassium ferricyanide in 50 mM sodium phosphate buffer (pH 7). Two MFC systems were set up and incubated at 37 ◦ C in an incubator, A) a 24 h inoculum (20 % v/v) of induced endogenous biosurfactant from the isolated culture was added to the anodic chamber and B) 20 % 24 h LB inoculum containing 5 mg/l of the extracted biosurfactant. Congo red dye was added at initial concentration of 50 mg/l. Decolorization was followed at 497 nm at 0, 1, 3, 6, 10 and 15 days. Decolourization was calculated using the following equation at: 3.1. Dielectric properties The biophysical changes were assayed using dielectric measurements as described in [22]. The bacterium was grown in LB supplemented with different biosurfactant concentrations (0, 5, 10, 20 and 40 mg/l) for 2 h at 30 ◦ C under static conditions. The cells were harvested by centrifugation at 6000 rpm for 15 min, washed twice with phosphate buffer saline (pH 7) and suspended in 50 mL distilled water for dielectric measurements. The dielectric measurements were carried out using LCR meter HIOKI 3531, manufactured in Japan, in the frequency range 40 kHz to 1 MHz. All measurements were performed at 37 ± 1 ◦C. The measuring cell used was is a parallel plate conductivity cell with platinum electrodes of 4 cm2 area and separating distance of 2 cm. The measured parameters were admittance (Y), phase angle (y), reactance (X) and susceptance (B) which allows capacitance (C), conductance (G) and impedance (Z) analysis using the appropriate relations. All the calculations were carried out by means of the LCR meter software. Decol(%) = I−F x 100 F Where I indicates the initial colour and F the absorbance at the end of MFC performance. 3.5. Statistical analysis All experimental data indicated on the graphs and tables represent the mean value of triplicate experiments; the error bars in the graphs represent the standard deviation of the mean (SD). Statistical analysis of the data was conducted by one-way analysis of variance (ANOVA) using Microsoft Excel statistics package. 3.2. Dynamic light scattering and zeta potential The bacterial cell size distribution profile and cell surface charge was detected for Bacillus sp. cells grown in LB media, Bacillus sp cells in media supplemented with 5 mg/l biosurfactant and biosurfactant. Measurements were performed using DLS using Zeta potential/particle sizer (NICOMP380 ZLS, PSS. NICOMP particle sizing systems, Santa Barbara, California, USA) at NCRRT. The applied wavelength of the incident light was 632.8 nm from red He–Ne laser diode. Measurements were performed at 23 ◦ C. 4. Results 4.1. Isolation and characterization of anodic biosurfactant producing bacteria Detailed work flow of the present work is illustrated in a schematic diagram (S1). The isolate was chosen based on oil dispersion test, its ability to form biofilm and iron reduction (S2). Table 1 shows phenotypic and some of the biochemical characteristics for isolate 9. Scanning Electron Microscopy (SEM) image shows that the cells possess appendages/tendrils that connect the bacteria together (Fig. 1). Fig. 2 represents the generated phylogenetic tree, the isolate under study showed close similarity with different Bacillus strains. The isolate’s calculated GC content was 53.8 %. The isolate was named Bacillus sp. MFC and deposited in the GenBank under accession number MT322244. The Bacillus sp. under study was tested for its biosurfactant production. The results showed E24 was 50 % as compared to 75 % for Tween80 under the same test conditions. The speed of oil dispersion was very close to that of Tween80 (Table 2). The main functional groups of the biosurfactant was detected using FTIR (Fig. 3). The stretching peak 3.3. Bioelectrochemical study The cyclic voltammetry (CV) and electrochemical impedance spectroscopy (EIS) for carbon cloth electrode (2 × 3 cm) were measured under the following conditions: 24 h biofilm grown in biosurfactantinducing medium with biosurfactant as the anolyte, 24 h biofilm grown in LB medium with biosurfactant as the anolyte, and 24 h biofilm grown in LB media then PBS as the anolyte. The electrodes were tested at scan rate 50 mV/s. The 3-electrode set up consisted of 24 h biofilm carbon cloth 2 × 3 cm as the working electrode, carbon electrode as a counter electrode and an Ag/AgCl (saturated KCl) as a reference electrode. Electrodes were connected to BioLogic science instruments Potentiostat/Galvanostat (Germany) at NCRRT. The electrochemical cell was sealed and gassed with nitrogen to ensure an anaerobic environment during the experiment. In order to determine catalytic activity and electroactivity of bacterial biofilm, cyclic voltammetry was measured in the potential region between -0.7 - +0.1 V vs Ag/AgCl, Scan rate 50 mV/s. EIS test was conducted over a frequency range of 100 kHz to 100 mHz, Table 1 Phenotypic and some biochemical characterization of isolate 9. Test Gram stain Morphology Catalase Oxidase Growth on Blood agar Mobility Growth on 10 % NaCl Growth on pH 5.7 3.4. Application for dye decolourization in double chamber Microbial Fuel Cell A double chambered MFC system was used in the following study. The anodes and cathodes (2 × 3 cm) were made of carbon cloth. The anode and the cathode compartments were separated with a cationexchange membrane CMI-7000 (Membranes International USA). The anaerobic anode compartment with 100 mL working volume was purged with nitrogen gas for 10 min through 0.22 μm pore size diameter filter prior to inoculation, the medium was MSM prepared according to Gomaa et al. [10] which contained the following (g/l): NH4Cl 0.46, KCl 0.22, MgSO4.7H2O 0.12, NaH2PO4 2.5, Na2HPO4 4.11, (NH4)2SO4 0.22, a vitamin mixture and trace mineral solution was added (1%), 500 mg/l casein hydrolysate and 2.2 g/l sodium pyruvate were also added. Air- Fermentation with gas production: Mannitol Glucose Fructose Sucrose Biofilm formation (Congo red agar) Phenazine Riboflavin Biosurfactant (oil spreading method) Ferrous reduction 3 Phenotypic and Biochemical Characterization +ve Bacilli +ve -ve Clear zone indicating blood heamolysis Sliding motility -ve -ve +ve +ve +ve -ve +ve +ve +ve +ve +ve O.M. Gomaa et al. Enzyme and Microbial Technology 147 (2021) 109767 using crystal violet in 96 well plates. The results showed a 2 fold increase in absorbance from 0.094 to 0.183 when 5 mg/l biosurfactant was added, this was followed by slight gradual decrease to 0.151, 0.129 and 0.098 when 10, 20 and 40 mg/l biosurfactant was added, respectively. Exopolysaccharide assay showed an increase in surface bound EPS production in Bacillus sp. MFC cells exposed to 5 mg/l lipopeptide produced from 0.9–17.11 mg/ml which represents 19 fold increase. Above this concentrations, the EPS produced decreased to 14.06, 12 and 8.14 mg/ml when exposed to 10, 20 and 40 mg/l biosurfactant. Surface bound proteins decreased from 511.8 at 0 biosurfactant to 219.4 and 168.2 mg/ml upon the addition of the 5 and 10 mg/l biosurfactant, respectively. Above which, the surface bound proteins measured showed an increase to reach 263.3 and 475.3 mg/mL, at 20 and 40 mg/l biosurfactant, respectively. 4.3. Biophysical changes The biophysical changes induced after adding different biodurfactant concentrations to Bacillus sp. cells for 24 h were detected using dielectric properties. The effect of the biosurfactant on the cell membrane resulted in an increase in relative permittivity and area under loss peak by 3 and 2.61 fold, respectively after adding 10 mg/l, the value slightly decreased at 20 & 40 mg/l for both tested parameters (Fig. 5a&b). The measured conductivity of the bacterial cells under the same conditions exhibited a slight gradual increase from 0.075 to 0.11 (S/m) (Fig. 5c). The effective capacitance of native cells were 1 F was increased 9 fold to reach 9.2 F after adding 10 mg/l for 24 h, this was followed by gradual drop in effective capacitance that reached values of Fig. 1. Scanning Electron Micrograph showing the isolated Bacillus sp. under study. at 3308.28 cm−1 indicated the presence -NH, peaks at 2959 and 2928 cm−1 indicate the presence of aliphatic CH of CH3 and CH2, peak at 1736 cm−1 indicate ester of carbonyl group −CO. Stretching peak at 1535 indicates –C = O–NH fatty acid linkage. The hydrophilic fraction of the biosurfactant is composed of 3 fragments as detected using TLC visualized with ninhydrin (Data not shown). The biosurfactant has a net positive charge of +2.11 mV using Zeta potential and size of 12,154 nm as detected using dynamic light scattering (DLS) (Table 3). Table 2 Emulsification index and collapse drop for biosurfactant produced from Bacillus sp. as compared to positive control (Tween 80) and negative control (water). 4.2. Biochemical changes The addition of different biosurfactant concentrations to the Bacillus sp. under study has led to different responses (Fig. 4). The log colony forming ability of the bacteria remained the same for control samples and those incubated with 5 mg/l biosurfactant, this was followed by a slight decrease at 10 mg/l, no colonies were detected when biosurfactant was added at 20 and 40 mg/l. Biofilm formation was detected Sample Emulsification index 24 % Collapse drop* Tween 80 Biosurfactant present H2O 75 50 0 ++++ +++ – * + refers to the speed of the collapse drop visually. Fig. 2. Phylogenetic tree of the isolated Bacillus sp. (Accession number: MT322244) under study based on 16S rRNA sequence. 4 O.M. Gomaa et al. Enzyme and Microbial Technology 147 (2021) 109767 Fig. 3. FTIR spectrum of the Bacillus sp. produced biosurfactant. 4.4. Bioelectrochemical test and MFC operation Table 3 Zeta potential (mV) and Dynamic Light Scattering (nm) for Biosurfactant and Bacillus sp. mixed with different volumes of the biosurfactant. Sample Zeta Potential (mV) Dynamic Light Scattering (nm) Biosurfactant Bacillus sp. Bacillus sp + Biosurfactant (5 mg/l) 2.11 −29.30 14.55 12,154 5000 2000 Cyclic voltammetry was performed for Bacillus sp. biofilm under different conditions to evaluate redox characteristic and electrochemical activity of the developing biofilm. Fig. 6a represents the biofilm grown under biosurfactant inducing conditions and biosurfactant used as the anolyte, biofilm grown in LB media and biosurfactant used as anolyte and biofilm grown in LB and PBS was used as the anolyte. The voltammogram recorded shows oxidation peak at 0.83 V (vs SCE) in forward scan and small reduction peak at -0.65 V (vs. SCE) in the reverse scan for biofilm grown in LB media and biosurfactant supplemented anolyte (red line), while biofilm grown in biosurfactant inducing media and biosurfactant supplemented anolyte (black line) showed oxidation peak at 0.075 V and reduction peaks at – 0.065 V and – 0.13 V indicating electrochemical activity of the biofilm on the electrode surface in presence biosurfactant as anolyte. On the other hand, when PBS was 7.6 and 4.9 F after adding 20 & 40 mg/l to the cells (Fig. 5d). The addition of biosurfactant to the bacterial cells has led to change in its net surface charge from -29.3–14.55 mV while DLS for bacteria was 5000 nm and dropped to 2000 nm after incubation with 5 mg/l biosurfactant, respectively (Table 3). Fig. 4. The effect of different biosurfactant concentrations on colony forming ability (a), biofilm formation (b), surface bound protein (c) and EPS (d) of Bacillus sp. after 24 h incubation. 5 O.M. Gomaa et al. Enzyme and Microbial Technology 147 (2021) 109767 Fig. 5. Dielectric properties showing relative permittivity (a), area under loss peak (b), conductivity (c) and effective capacitance (d) of Bacillus sp. MFC behaviour under different biosurfactant concentrations. used as the anolyte (blue line), no reduction peaks were detected. Electrochemical impedance spectroscopy (EIS) is a powerful tool for in depth analysis of resistances in MFCs. The result in Fig. 6b represents the Nyquist plot for all tested samples including semicircle portion at high frequency which corresponds to charge limited process and linear region at low frequency which corresponds to mass transfer process at electrode-electrolyte interface. The EIS of biofilm grown on carbon electrode is fitted with equivalent circuit (inset b in Fig. 6b). The MFC operation depicts that adding biosurfactant to a biofilm formed anode has resulted in increasing both electricity production and decolorization of Congo red dye. Fig. 7a shows that there is an increase in average voltage when adding biosurfactant to LB grown culture media 0.45 to 0.65 V. The decolourization increased in the first few days by 1.5–2.15 fold, the decolourization reached 100 % for both MFC set ups (Fig. 7b). The images representing the decolorization using MFC can be found in Supplementary material (S3). slightly decreased with increasing biosurfactant concentratins. Crystal violet is a basic protein stain that binds with negatively charged molecules of the bacterial cells such as peptidoglycans, it also binds to the polysaccharide extracellular matrix [24]. Surface bound EPS was monitored as well, the results obtained exhibited a close pattern to the biofilm formation results which confirms that EPS is key step in biofilm formation. The exopolysaccharide production in bacteria plays different roles. and its production is an important step in biofilm matrix formation [25], The addition of biosurfactant to the bacterial cells led to change in its net surface charge. Bacterial EPS produced has been reported to neutralize bacterial net charge where it is reduced from -29.7 to 5.4 mV, this results in increasing surface hydrophobicity [26], and this would facilitate the attachment to the MFC electrode material also facilitating biofilm formation. The attachment of bacteria to the electrode decreases the start-up of MFCs [27]. EPS plays a pivotal role in biofilm engineering, it was reported to act as a scaffold, it enhances cell adhesion and compensates for lack of pili or nanowires in exoelectrogenic bacteria [28]. Straus and Hanckock [29] reported in their review that the mechanism of interaction of cationic biosurfactant with Gram positive bacteria generally includes the following pattern: the hydrophilic moiety binds to the lipid bilayer of the bacterium followed by interaction with the peptide part of the membrane and thinning of the outer membrane, then aggregation and pore formation, and finally depolarization and/or peptide internalization and diffusion to intracellular targets. At this point, the cells lose their viability depending on the extent of the damage. This conclusion is confirmed by the dielectric properties results obtained in the current study where the membrane conductance is in a low range that doesn’t exceed 1 S/m, which according to Patel and Markx [30], is considered a proof of viability, whereas non-viable cells are of higher orders. The measurement of dielectric properties in general is considered an effective and accurate online monitoring tool for cell viability, it provides important information about cell physiology [31]. In the dielectric study, an alternating electric field is applied to cell suspension. It influences the movement of ions in the solution, which 5. Discussion Bacillus sp. MFC under study produced biosurfactant that lies within the range of potent production. Potent biosurfactant producing Bacillus isolates were reported to have E24 within the range from 45 to 60 % [17, 19]. The main functional groups of the biosurfactant was detected using FTIR. The obtained functional groups confirm the resemblance to lipopeptides described in previous literature [17&19]. The charge of the short chain lipopeptide was reported to lay within the range from +1 to +4 [13]. Bacillus sp. under study showed a positive hemolytic test this indicates the production of hemolysins. It is noteworthy to mention that the hemolytic activity of lipopeptide highly depends on amino acid composition of hydrophilic portion and fatty acid chain length of the molecule [23]. The addition of different biosurfactant concentrations to the Bacillus sp. under study has led to different responses. The results obtained from biofilm assay using crystal violet indicates that the biofilm formation has 6 O.M. Gomaa et al. Enzyme and Microbial Technology 147 (2021) 109767 Fig. 7. a): MFC performance of double chamber containing Congo red in anodic chamber and Bacillus sp. grown in A) LB medium with biosurfactant as the anolyte and B) biosurfactant inducing medium with biosurfactant as the anolyte. b): Congo red decolorization in MFC. Samples withdrawn after 0, 1,3,6,10 and 15 days for Bacillus sp. grown in A) 24 h biofilm grown in LB medium with biosurfactant as the anolyte, B) 24 h biofilm grown in biosurfactant inducing medium with biosurfactant as the anolyte. Fig. 6. a): Cyclic Voltammetry for Bacillus sp. grown in LB medium in PBS as anolyte (blue line), LB in biosurfactant as the anolyte (red line) and cells grown in biosurfactant inducing medium in biosurfactant as anolyte (black line). b): EIS showing Nyquist plot (a) and equivalent circuit (b) for Bacillus sp. grown in LB medium in PBS as anolyte (blue line), LB in biosurfactant as the anolyte (red line)and grown in biosurfactant inducing medium in biosurfactant as the anolyte (black line). biosurfactant concentrations and the results show a slight increase in conductivity that was correlated to the added biosurfactant concentrations. This is attributed to the increase in ion flow from inside the cells to the surrounding media that was caused by biosurfactant induced permeability. This result coincides with Mier et al. [34] who reported that lipopeptides induce cell permeabilization and membrane depolarization. Since the ions moving around the cells can be considered as its conductivity, the results can reflect the net transport of ionic species across the membrane through pores, ion channels, or defects in membrane structure under the influence of an applied field. It also involves contributions of the movement of external and internal charge. The results confirms a direct relationship between biosurfactant concentration and cell physiology. Cyclic voltammetry results confirm that the addition of biosurfactant as the anolyte has resulted in the appearance of redox peaks. The detected peaks were reported to be attributed to redox system II which is known for direct electron transfer (DET) and biofilm attached to electrode surface [27]. This suggests that the biofilm formation is the main pathway for electron transfer for Bacillus sp, this is in agreement with Wringhton et al. [6]. Fricke et al. [35] discussed the use of fresh media in cyclic voltammetry experiments to demonstrate that all redox signals are attributed to the biofilm based redox compounds. It is noteworthy to mention that surface bound proteins show redox peaks vary in literature [27]. Christwardana et al. [36] suggested the involvement of quorum sensing compounds in the culture, which in turn help in biofilm formation. In a study published by Koch and Harnish [3], it was reported that 91 % of direct electron transfer took place via biofilm, while 38 % of run from the positively to the negatively charged electrode. The two major processes occurring in the structure of the cell membrane are the ion transport across the lipid bilayer and the spatial arrangement of the lipid and protein components. The relative permittivity can be correlated to the structural arrangement of the lipid bilayer and to the conformation and localization of proteins in the membrane, and consequently with the spatial distribution of charge and dipolar groups at the hydrophilic interface [32]. The area under the dielectric loss peak is a function of a number of dipoles irrespective to their relative positions. The relative permittivity ε’ and dielectric loss ε” calculated as previously described [22,30]. Generally, biosurfactants induce permeability in Gram positive bacteria [14], it attacks the hydrophobic (lipid) part of the membrane, and releases the hydrophilic (protein) part. This effect facilitates the movement of the charged parts of the membrane to be oriented in the direction of the applied electric field resulting in increase in relative permittivty (which reflects bacterial surface charge). As the concentration of the biosurfactant increases, it may disrupt parts of the cell membrane proteins or influence their charged groups and decrease the surface charge and the area under loss peaks as seen from our results, suggesting partial loss of the membrane polarizable groups. On the other hand, since increased permeability of a cell membrane is accompanied by increased membrane conductivity [33]. In the present work, conductivity was measured in bacteria exposed to different 7 O.M. Gomaa et al. Enzyme and Microbial Technology 147 (2021) 109767 Appendix A. Supplementary data reported bacteria used a mediated electron transfer. However, it was also reported that excreted redox mediators were involved in accelerating direct electron transfer. The MFC operation shows that addition of biosurfactant to a biofilmformed anode resulted in the increase in both electricity production and decolourization of Congo red dye. Zhang et al. [11] reported that the role of biosurfactants in MFCs is to promote biofilm formation, especially because the hydrophilic part of the biosurfactant can attach to the hydrophilic bacteria and help in attaching the cells to the electrode surface. On the other hand, the increase in EPS produced in response to biosurfactant addition may play a role in promoting bacterial electron transfer, since it is considered a transient medium that facilitates hopping of electrons from bacteria to electrode surface [37]. While a hydrophilic compound cannot cross the cell membrane and can only interact with outer cell proteins, a lipophilic compound can cross the membrane barrier and enter inside the cells [38]. The role of biosurfactant addition in dye decolourization can be attributed to increasing dye dispersal and improving contact between the dye and the bacterial cell [39,40], this may explain why the cells acquired Congo red colour at the start of the MFC operation and then decolourization followed by time until complete decolorization took place (S3). It was reported that surfactants change cell membrane ultrastructure and promote transmembrane channels; both are effective contributors to increasing microbial cell permeability, reducing membrane resistance and increasing substrate degradation [11]. The presence of EPS secreted due to the addition of 5 mg/l biosurfactant could have contributed to this. EPS secreted by Enterobacter cloacae strain TU has been reported to possess high emulsifying activity. The EPS could increase the hydrophobicity of the bacterial cell surface and also neutralize the surface charge of the cells [26]. This is in agreement with our zeta potential results. Supplementary material related to this article can be found, in the online version, at doi:https://doi.org/10.1016/j.enzmictec.2021.10 9767. References [1] U. Schroeder, Anodic electron transfer mechanism in microbial fuel cells and their energy efficiency, Phys. Chem. Chem. Phys. 9 (2007) 2619–2629. [2] M. Chabert, O.A. Ali, W. Achouak, All Ecosystems potentially host electrogenic bacteria, Bioelectrochemistry 106 (2015) 88–96. [3] C. Koch, F. Harnish, Is there an ecological niche for electroactive microorganisms? ChemElectroChem 3 (2016) 1282–1295, https://doi.org/10.1002/ celc.201600079. [4] X. Liu, L. Shi, J.D. Gu, Microbial electrocatalysis: redox mediators responsible for extracellular electron transfer, Biotechnol. Adv. 36 (November 15 (7)) (2018) 1815–1827, https://doi.org/10.1016/j.biotechadv.2018.07.001. Epub 2018 Jul 7. PMID: 30196813. [5] T.H. Pham, N. Boon, P. Aelterman, P. Clauwaert, L. De Schamphelaire, L. Vanhaecke, K. De Maeyer, M. Hofte, W. Versraete, K. Rabae, Metabolites produced by Pseudomonas sp. enable Gram positive bacterium to achieve extracellular electron transfer, Appl. Microbiol. Biotechnol. 77 (2008) 1119–1129, https://doi.org/10.1007/s00253-007-1248-6. [6] K.C. Wringhton, J.C. Tharsh, R.A. Melnyk, J.P. Bigi, K.G. Byne-Bailey, J.P. Remis, D. Schichnes, M. Auer, C.J. Chang, J.D. Coates, Evidence for direct electron transfer by a gram-positive bacterium isolated from microbial fuel cell, Appl. Environ. Microbiol. 77 (2011) 7633–7639. [7] K. Guo, S. Freguia, P. Dennis, X. Chen, B. Donose, J. Keller, J. Gooding, K. Rabaey, Effects of surface charge and hydrophobicity on anodic biofilms formation, community composition, and current generation in bioelectrochemical systems, Environ. Sci. Technol. 47 (2013) 7563–7570. [8] J. Liu, Y. Qiao, Z.S. Lu, H. Song, C.M. Li, Enhance electron transfer and performance of microbial fuel cells by perforating the cell membrane, Electrochem. Commun. 15 (2012) 50–53. [9] R. Fathy, O. Gomaa, A. El-Hag Ali, H. Abd El Kareem, M. Abou Zaid, Neutral red as a mediator for the enhancement of electricity production using domestic wastewater double chamber, Microbial Fuel Cell. Ann. Microbiol. 66 (2016) 695–702. [10] O. Gomaa, S. Fapetu, G. Kyazze, T. Keshavarz, The role of riboflavin in decolourisation of Congo red and bioelectricity production using Shewanella oneidensis-MR1 under MFC and non-MFC conditions, World J. Microbiol. Biotechnol. 33 (2017) 56, https://doi.org/10.1007/s11274-017-2223-2228. [11] Y. Zhang, J. Jiang, Q. Zhao, Y. Gao, K. Wang, J. Ding, H. Yu, Y. Yao, Accelerating anodic biofilm formation and electron transfer in microbial fuel cells: role of anionic biosurfactants and mechanism, Bioelectrochemistry 117 (2017) (2017) 48–56. [12] J. Juhaniewicz-DeÎbi_nska, D. Tymecka, S. SeÎk, Diverse effect of cationic lipopeptide on negatively charged and neutral lipid bilayers supported on gold electrodes, Electrochim. Acta 298 (2019) (2019), 735e744. [13] K.E. Greber, M. Dawgul, W. Kamysz, W. Sawicki, Cationic net charge and counter ion type as antimicrobial activity determinant factors of short lipopeptides, Front. Microbiol. 8 (2017) 123, https://doi.org/10.3389/fmicb.2017.00123. [14] A. Sotirova, D. Spasova, D. Galabova, E. Karpenko, A. Shulga, Rhamnolipid–biosurfactant permeabilizing effects on gram-positive and gramnegative bacterial strains, Curr. Microbiol. 56 (2008) 639–644, https://doi.org/ 10.1007/s00284-008-9139-3. [15] C. Pérez-Peinado, S. Almeida Dias, M. Domingues, A. Benfield, J. Miguel Freire, G. Rádis-Baptista, D. Gaspar, M. Castanho, D. Craik, S. Troeira Henriques, A. Veiga, D. Andreu, Mechanisms of bacterial membrane permeabilization by crotalicidin (Ctn) and its fragment Ctn(15–34), antimicrobial peptides from rattlesnake venom, J. Biol. Chem. 293 (5) (2018) 1536–1549, https://doi.org/10.1074/jbc. RA117.000125. [16] M. Čierna, M. Naumowicz, L. Bírošová, J. Krahulec, R. Sokolová, V. Kolivoška, T. Sebechlebská, F. Kielar, M. Gál, Study of permeabilization of bacterial membrane by electrochemical methods, J. Electroanal. Chem. 857 (2020), 113761. [17] J. Zhang, O. Xue, H. Gao, H. Lai, P. Wang, Production of lipopeptide biosurfactants by Bacillus atrophaeus 5‑2a and their potential use in microbial enhanced oil recovery, Microb. Cell Fact. 15 (2016) 168–179, https://doi.org/10.1186/s12934016-0574-8. [18] N. Selim, H. Maghrawy, R. Fathy, M. Gamal, H. Abd El Kareem, K. Bowman, M. Brehney, G. Kyazze, T. Keshavarz, O. Gomaa, Modification of bacterial cell membrane to accelerate decolorization of textile wastewater effluent using microbial fuel cells: role of gamma radiation, J. Rad. Res. Appl. Sci. 13 (1) (2020) 373–382, https://doi.org/10.1080/16878507.2020.1743480. [19] S. Sharma, L.M. Pandey, Production of biosurfactant by Bacillus subtilis RSL-2 isolated from sludge and biosurfactant mediated degradation of oil, Bioresour. Technol. (2020), https://doi.org/10.1016/j.biortech.2020.123261. [20] M.F. Chaplin, J.F. Kennedy, Carbohydrate Analysis: A Practical Approach, Oxford University Press, Oxford,UK, 1986, pp. 1–2. [21] T. Castellanos, F. Ascencio, Y. Bashan, Cell-surface hydrophobicity and cell-surface charge of Azospirillum spp, FEMS Microbiol. Ecol. 24 (1997) 159–172. 6. Conclusion Our results demonstrate that adding biosurfactant to Bacillus sp. culture can be used to manipulate the cells on different levels. We can propose that adding biosurfactant to Bacillus sp. cells can trigger two pathways depending on the time they are added. It can act as 1) a quorum sensing molecule when it is endogenously induced and accelerate biofilm production and 2) it can also induce permeability of cell membrane and enhance EPS production when added post biofilm formation. In terms of MFC application, the obtained data indicate that spiking biosurfactant post biofilm formation is better than endogenous induction over the experiment duration. The use of biosurfactant to manipulate cell performance is worth further investigation as a safe and effective strategy to improve electron transfer in MFCs. CRediT authorship contribution statement Ola M. Gomaa: Conceptualization, Project administration, Investigation, Writing - original draft, Final editing and correspondence, Nabila Selim: Conceptualization, Investigation, Writing - original draft, review, Reham Fathy: Investigation, Heba Hamed Maghrawy: Investigation, Marwa Gamal: Investigation, Hussein Abd El Kareem: Supervision, Godfrey Kyazze:supervision, editing, Tajalli Keshavarz: Project administration, Supervision, editing. Funding This work is part of Newton-Mosharafa Institutional Links project fully funded by the Science and Technology Development Fund (STDF) in Egypt (ID 27662) and Newton Fund British Council in UK (ID261690585). 8 O.M. Gomaa et al. Enzyme and Microbial Technology 147 (2021) 109767 [22] O. Gomaa, N.S. Selim, J.E. Linz, Biochemical and biophysical response to calcium chloride stress in Aspergillus niger and its role in malachite green degradation cell, Biochem. Biophys. 65 (2013) 413–423. [23] R. Fall, D.B. Kearns, T. Nguyen, A defined medium to investigate sliding motility in a Bacillus subtilis flagella-less mutant, BMC Microbiol. 6 (2006) 31–42. [24] B. Pittsa, M.A. Hamilton, N. Zelverc, P.S. Stewart, A microtiter-plate screening method for biofilm disinfection and removal, Microbiol. Methods. 54 (2003) 269–276, https://doi.org/10.1016/S0167-7012(03)00034-4. [25] K. Colvin, Y. Irie, C. Tart, R. Urbano, J. Whitney, C. Ryder, P. Howell, D. Wozniak, M. Parsek, The Pel and Psl polysaccharides provide Pseudomonas aeruginosa structural redundancy within the biofilm matrix, Environ. Microbiol. 14 (2012), https://doi.org/10.1111/j.1462-2920.2011.02657.x.NIH. [26] X. Hua, Z. Wu, X. Zhang, D. Lu, M. Wang, Y. Liu, Z. Liu, Degradation of hexadecane by Enterobacter cloacae strain TU that secretes an exopolysaccharide as a bioemulsifier, Chemosphere 80 (2010) 951–956. [27] A.A. Carmona-Martinez, F. Harnisch, U. Kuhlicke, T. Neu, U. Schroeder, Electron transfer and biofilms formation of Shewanella putrefaciens as function of anode potential, Bioelectrochemistry 93 (2013) 23–29. [28] M.J. Angelaalincy, R. Navanietha Krishnaraj, G. Shakambari, B. Ashokkumar, S. Kathiresan, P. Varalakshmi, Biofilm engineering approaches for improving the performance of microbial fuel cells and bioelectrochemical systems, Front. Energy Res. 6 (2018) 63–75. [29] S.K. Straus, R. Hancock, Mode of action of the new antibiotic for gram-positive pathogens daptomycin: comparison with cationic antimicrobial peptides and lipopeptides, Biochim. Biophys. Acta 1758 (2006) (2006) 1215–1223. [30] P. Patel, G. Markx, Dielectric measurements of cell death, Enzyme Microb. Technol. 43 (2008) 463–470. [31] G. Flores-Cosío, E.J. Herrera-López, M. Arellano-Plaza, A. Gschaedler-Mathis, A. Sanchez, I. Amaya-Delgado, Dielectric property measurements as a method to determine the physiological state of Kluyveromyces marxianus and Saccharomyces [32] [33] [34] [35] [36] [37] [38] [39] [40] 9 cerevisiae stressed with furan aldehydes, Appl. Microbiol. Biotechnol. 103 (2019) 9633–9642. N.S. Selim, O.S. Desouky, E.M. Elbakrawy, R.A. Rezk, Electrical behavior of stored erythrocytes after exposure to gamma radiation and the role of α-lipoic acid as radioprotector, Appl. Radiat. Isot. 68 (2010) (2010) 1018–1024. M. Pavlin, M. Kanduser, M. Reberšek, G. Pucihar, F.X. Hart, R. Magjarević, D. Miklavčič, Effect of cell electroporation on the conductivity of a cell suspension, Biophys. J. 88 (2005) 4378–4390. O. Meir, F. Zaknoon, U. Cogan, A. Mor, A broad-spectrum bactericidal lipopeptide with anti-biofilm properties, Sci. Rep. 7 (2017) 2198, https://doi.org/10.1038/ s41598-017-02373-0. K. Fricke, F. Harnisch, U. Schroder, On the use of cyclic voltammetry for the study of anodic electron transfer in microbial fuel cells (Communication), Energy Environ. Sci. 1 (2008) 144–147, https://doi.org/10.1039/B802363H. M. Christwardana, D. Frattinia, K. Duartea, G. Accardob, Y. Kwon, Carbon felt molecular modification and biofilm augmentation via quorum sensing approach in yeast-based microbial fuel cells, Appl. Energy 238 (2019) 239–248. Y. Xiao, E. Zhang, J. Zhang, Y. Dai, Z. Yang, H. Christensen, J. Ulstrup, F. Zhao, Extracellular polymeric substances are transient media for microbial extracellular electron transfer, Sci. Adv. 3 (2017) e1700623. G. Gao, D. Fang, Y. Yu, L. Wu, Y. Wang, J. Zi, A double- mediator whole cell electrochemical biosensor for acute biotoxicity assessment of wastewater, Talanta 167 (2017) 208–216. C. Liu, Y. You, R. Zhao, D. Sun, P. Zhang, J. Jiang, A. Zhu, W. Liu, Biosurfactant production from Pseudomonas taiwanensis L1011 and its application in accelerating the chemical and biological decolorization of azo dyes, Ecotoxicol. Environ. Saf. 145 (2017) 8–15. W. Liu, Y. You, D. Sun, S. Wang, J. Zhu, C. Liu, Decolorization and detoxification of water-insoluble Sudan dye by Shewanella putrefaciens CN32 co-cultured with Bacillus circulans BWL1061, Ecotoxicol. Environ. Saf. 166 (2018) 11–17.