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].
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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.
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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.
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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
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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.
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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
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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).
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