Laura M Henning1, Ulla Simon1, Amanmyrat Abdullayev1, Bertram Schmidt2, Carsten Pohl2, Tamara Nunez Guitar2, Cekdar Vakifahmetoglu3, Vera Meyer2, Maged F Bekheet1, Aleksander Gurlo1. 1. Chair of Advanced Ceramic Materials, Institute of Material Science and Technology, Faculty III Process Sciences, Technische Universität Berlin, Straße des 17. Juni 135, 10623 Berlin, Germany. 2. Chair of Applied and Molecular Microbiology, Institute of Biotechnology, Faculty III Process Sciences, Technische Universität Berlin, Straße des 17. Juni 135, 10623 Berlin, Germany. 3. Department of Materials Science and Engineering, Izmir Institute of Technology, Urla, 35430 Izmir, Turkey.
Abstract
Lab-cultivated mycelia of Fomes fomentarius (FF), grown on a solid lignocellulose medium (FF-SM) and a liquid glucose medium (FF-LM), and naturally grown fruiting bodies (FF-FB) were studied as biosorbents for the removal of organic dyes methylene blue and Congo red (CR). Both the chemical and microstructural differences were revealed using X-ray photoelectron spectroscopy, Fourier-transform infrared spectroscopy, zeta potential analysis, and scanning electron microscopy, illuminating the superiority of FF-LM and FF-SM over FF-FB in dye adsorption. The adsorption process of CR on FF-LM and FF-SM is best described by the Redlich-Peterson model with β constants close to 1, that is, approaching the monolayer Langmuir model, which reach maximum adsorption capacities of 48.8 and 13.4 mg g-1, respectively, in neutral solutions. Adsorption kinetics follow the pseudo-second-order model where chemisorption is the rate-controlling step. While the desorption efficiencies were low, adsorption performances were preserved and even enhanced under simulated dye effluent conditions. The results suggest that F. fomentarius can be considered an attractive biosorbent in industrial wastewater treatment and that its cultivation conditions can be specifically tailored to tune its cell wall composition and adsorption performance.
Lab-cultivated mycelia of Fomes fomentarius (FF), grown on a solid lignocellulose medium (FF-SM) and a liquid glucose medium (FF-LM), and naturally grown fruiting bodies (FF-FB) were studied as biosorbents for the removal of organic dyes methylene blue and Congo red (CR). Both the chemical and microstructural differences were revealed using X-ray photoelectron spectroscopy, Fourier-transform infrared spectroscopy, zeta potential analysis, and scanning electron microscopy, illuminating the superiority of FF-LM and FF-SM over FF-FB in dye adsorption. The adsorption process of CR on FF-LM and FF-SM is best described by the Redlich-Peterson model with β constants close to 1, that is, approaching the monolayer Langmuir model, which reach maximum adsorption capacities of 48.8 and 13.4 mg g-1, respectively, in neutral solutions. Adsorption kinetics follow the pseudo-second-order model where chemisorption is the rate-controlling step. While the desorption efficiencies were low, adsorption performances were preserved and even enhanced under simulated dye effluent conditions. The results suggest that F. fomentarius can be considered an attractive biosorbent in industrial wastewater treatment and that its cultivation conditions can be specifically tailored to tune its cell wall composition and adsorption performance.
Industrial dye effluents
from various industries such as textile,
leather, plastic, food, pharmaceutical, cosmetics, or paper printing
industries cause severe threats to the ecosystem when discharged into
the environment.[1−4] Approximately 15% of the original dye is lost during the processing
in the textile industry.[1,2] Dyes are not easily
biodegradable. Often, they are highly toxic or even carcinogenic to
aquatic life or human beings. Furthermore, even small concentrations
of dyes can lead to water turbidity and cause a decrease in the permeability
of the sunlight, which may reduce the photosynthesis and hinder the
life of aquatic organisms.[5]Industrial
wastewater can be purified by several methods such as
membrane separation, chemical precipitation, oxidation/reduction,
and adsorption. However, large amounts are still disposed to the environment
without purification. An accurate estimation is difficult because
of data inaccessibility but is still reported to reach up to 50% worldwide.[6] Because of its simplicity, cost-effectiveness,
high removal efficiencies, and operational ease, adsorption is an
attractive wastewater treatment approach.[7−9] New classes
of adsorbent materials derived from natural materials, industrial
solid wastes, renewable materials, agricultural byproducts, and organisms
such as bacteria, fungi, algae, and seaweeds are increasingly in focus
from an environmental perspective as these potentially biodegradable
materials reduce the environmental pollution and waste.[10,11]Different genera of filamentous fungi belonging to Ascomycota
and
Basidiomycota can be adopted for dye biodegradation and biosorption
from wastewater.[5,11−14] Various mechanisms play a role
in dye removal: (i) biosorption of the dye onto the cell wall surface,
(ii) biodegradation of dye molecules by ligninolytic enzymes such
as laccases and peroxidases, and (iii) bioaccumulation of the dye
in living cells by transport membrane systems.[14,15] Living filamentous fungi are particularly suitable for biodegradation
and bioaccumulation processes, while biosorption can occur by both
living and dead mycelia. Fungal cell walls mainly consist of α-glucans,
β-glucans, chitin, galactomannans, and glycoproteins and thus
provide high amounts of surface functional groups such as amine, carboxyl,
hydroxyl, phosphate, sulfhydryl, amino, amide, and epoxy groups, enabling
physicochemical interactions with organic dyes or other toxic molecules
and thus enabling biosorption phenomena.[14,16] Notably, the use of dried mycelium offers simpler and less costly
biosorption processes as the physicochemical process conditions can
be freely selected over a wide range. Furthermore, dried mycelium
can be kept for a long time under appropriate storage conditions with
only minor changes in properties. Regeneration through desorption
and thus further use of fungal biosorbents, as well as nutrient recovery
by composting, offer additional room for innovation and application.Besides basidiomycetes of orders Polyporales and Hymenochaetales,
including Phanerochaete chrysosporium, Inonotus dryadeus, Trametes versicolor, Daedalea dickinsii, Daedalea africana, and Phellinus adaman,[3,15,17−26] ascomycetes such as Aspergillus carbonarius,[27,28]Penicillium glabrum,[27,28] and Aspergillus niger(17,29) were studied for the removal of various dyes. Fruiting
bodies of polypore Fomes fomentarius were investigated as potential biosorbents for dye removal.[20,21] Furthermore, purified and cross-linked enzyme aggregates obtained
from submerged cultures of F. fomentarius were found to be promising candidates for dye degradation.[30]The cell wall composition differs among
fungi and even changes
dynamically in a single fungal species during its life cycle. It depends
on the nutrient sources available, the cultivation method, the metabolic
activity and age of the mycelium, its branching rate, and its cell
wall stress response when confronted with (sub)lethal concentrations
of toxic compounds that inhibit cell wall biosynthesis, such as Congo
red (CR) or other antifungals.[31] The cell
wall composition can also strongly vary between strains of the same
fungal species.[32−36] None of these genetic and physiologic factors have been studied
so far in the context of understanding and improving biosorption characteristics
of living or dried fungal mycelia.Accordingly, in the current
work, the biosorption properties of F. fomentarius mycelium cultivated under laboratory
conditions as an emersed culture, that is, on a solid medium or a
liquid medium, are compared to those of naturally grown fruiting bodies.
Exemplarily, the adsorption of the cationic dye methylene blue (MB)
and the anionic dye CR from aqueous solutions is investigated.To understand the sorption capacities of the tinder polypore F. fomentarius and to provide a basis for their future
optimization by genetic and cultivation means, a native strain was
isolated from a dead tree trunk from the Brandenburg forest (Germany),
and an axenic culture was obtained from it. This fungal species is
of interest as it is well-known in traditional medicine as a vital
fungus and can be used for the production of wound-healing textiles
as well as composite materials for the construction industry.[37,38]F. fomentarius grows well under laboratory
conditions on different byproducts from agriculture and forestry including
hemp, raps straw, and sawdust and thus could potentially become a
future cell factory for the sustainable and customizable manufacturing
of fungal-based materials exploited by different industries.
Results
and Discussion
Visual estimation of dried F. fomentarius discs obtained from three different
cultivations reveals differences
in color and bulk densities, as can be seen in Figure S1. While F. fomentarius grown on a solid lignocellulose medium, referred to as FF-SM, shows
the lowest bulk density and a faint beige-to-yellow color, an increase
in bulk density and color intensity can be observed for F. fomentarius grown on a liquid glucose medium,
referred to as FF-LM. Fruiting body of F. fomentarius collected from the nature, referred to as FF-FB, shows the highest
bulk density and an intense brownish color. In accordance, scanning
electron microscopy (SEM) images in Figure reveal that the mycelium network of both
laboratory-cultivated F. fomentarius samples FF-SM and FF-LM consist of loose and randomly packed hyphae
with diameters of ca. 2–3 μm, whereas the mycelium network
of trama FF-FB is composed of more aligned and densely packed hyphae
with diameters of ca. 6–7 μm. Furthermore, FF-FB shows
cylindrical-shaped fibers, while FF-SM and FF-LM exhibit rather smashed
or planar-like fibers, which may be attributed to the drying process.
Figure 1
SEM images
from (a) FF-SM, (b) FF-LM, and (c) FF-FB. Scale bars
shown are 100 and 10 μm for the image and inset, respectively.
SEM images
from (a) FF-SM, (b) FF-LM, and (c) FF-FB. Scale bars
shown are 100 and 10 μm for the image and inset, respectively.Fourier transform infrared spectroscopy (FTIR)–attenuated
total reflection (ATR) spectra of the three samples are presented
in Figure . Independent of the cultivation protocol, all spectra
show the characteristic absorption bands of the carbohydrate backbone
present in both the glucan and chitin polymer structure, such as the
stretching bands of −OH at 340 cm–1 and
−NH at 3273 cm–1 in addition to the −CH
bands at 2913 and 2848 cm–1 and the −C–O–C–
band at 1032 cm–1.[39] The presence of the amide I band associated with −C=O
stretching at 1630 cm–1 and amide II and III bands,
resulting from the −NH deformation at 1540 and 1320 cm–1, respectively, indicates the presence of chitin.[40,41] Although chitin is a primary component of the cell wall in all three
samples, other amino-containing components such as peptides and proteins
can also be found in fungi.[42,43] Notably, FF-LM exhibits
higher relative absorbance of the amide bands in relation to the carbohydrate
bands, suggesting higher chitin levels in its cell walls. The differences
in the composition can be attributed to the less complex metabolism
of glucose in contrast to that of lignocellulose, whose metabolic
pathway requires the synergy of several enzymes, affecting the biosynthetic
growth.
Figure 2
FTIR–ATR spectra of FF-SM, FF-LM, and FF-FB, showing a higher
relative absorbance of amide bands in FF-LM which might be indicative
of higher chitin levels.
FTIR–ATR spectra of FF-SM, FF-LM, and FF-FB, showing a higher
relative absorbance of amide bands in FF-LM which might be indicative
of higher chitin levels.
Adsorption of MB and CR
on F. fomentarius
The equilibrium
removal efficiency (%) for all three samples
FF-SM, FF-LM, and FF-FB, with an initial concentration of MB and CR
of 100 mg L–1 and a dosage of 5 g L–1, at pH values of 5.7 (MB) and 7.6 (CR) at 25 °C and after a
contact time of 120 min is shown in Figure . Photographs of the supernatants can be
found in Figure S2. All samples showed
good adsorption capabilities for both cationic MB and anionic CR dyes,
indicating that all three mycelial samples contain both negatively
and positively charged functional groups on their surfaces. However,
FF-SM and FF-FB display higher removal efficiencies for MB with values
of 94 and 59%, respectively, than that for CR with values of 45 and
11%, respectively, suggesting that the negatively charged functional
groups are more predominant on their cell wall surfaces. In contrast,
FF-LM showed a high removal efficiency of 92% for CR, which was even
slightly higher than that for MB with a value of 87%, indicating that
cultivation on a glucose medium results in a higher amount of positively
charged groups on the cell wall surface of F. fomentarius at a pH of 7.6. These findings were supported by zeta potential
analyses, as shown in Figure b, which revealed that the surface charges of FF-SM and FF-FB
are more negative than that of FF-LM at a pH of 5.7, while the surface
charge of FF-LM becomes highly positive at a pH of 7.6. The difference
in the surface charge between the samples might be explained by the
higher chitin content in FF-LM, as revealed by FTIR–ATR characterization,
see Figure . However,
differences in branching frequencies, hyphal diameter, and surface
area are further influential factors that affect the adsorption capacity
of MB and CR. As FF-FB showed both the lowest performance and the
highest standard deviation for the adsorption of MB and CR, it was
not considered for further experiments. While both FF-SM and FF-LM
showed high uptakes for MB, their removal efficiency differed for
CR. Thus, all further experiments were conducted with CR.
Figure 3
Removal efficiency Re of MB and CR
for FF-SM, FF-LM, and FF-FB. Adsorption conditions were a dosage of
5 g L–1, 100 mg L–1 MB
and CR, pH values of 5.7 (MB) and 7.6 (CR), and 120 min.
Figure 5
(a)
Effect of the dye solution pH on the equilibrium adsorption
capacity qe of CR on FF-LM and FF-SM.
Adsorption conditions were a dosage of 5 g L–1,
a Ci of 100 mg L–1,
and 120 min. (b) Zeta potential of FF-LM, FF-SM, and FF-FB and its
pH dependence.
Removal efficiency Re of MB and CR
for FF-SM, FF-LM, and FF-FB. Adsorption conditions were a dosage of
5 g L–1, 100 mg L–1 MB
and CR, pH values of 5.7 (MB) and 7.6 (CR), and 120 min.
Effect of the Adsorbent Dosage
The effect of the adsorbent
dosage on the adsorption process of CR with an initial concentration
of 100 mg L–1 on FF-LM and FF-SM at a pH of 7.6
and an equilibrium time of 120 min is depicted in Figure . Although both laboratory-cultivated
mycelial samples show an increase in the removal efficiencies with
dosages in the range between 0.5 and 2 g L–1, their
equilibrium adsorption capacities qe behave
differently. While qe increases for FF-LM,
it decreases for FF-SM in this dosage range. In greater detail, the
removal efficiency of FF-LM increases from 9.9 to 56.5% in the given
dosage range, which is higher than the increased amount in the dosage,
resulting in an increase in qe from 19.2
to 27.5 mg g–1. In contrast, a slight increase from
7.6 to 13.3% is determined for FF-SM, which is lower than the increase
in the dosage amount, yielding a decrease in qe from 14.8 to 6.4 mg g–1. This
difference could be due to the higher content of amides on the surface
of FF-LM, see Figure , and its different morphology and fiber diameter, see Figure , probably leading to a higher
number of active adsorption sites on the surface for FF-LM than that
on FF-SM. The aforementioned reasons can also explain the higher removal
efficiency of 98.2% for FF-LM than that for FF-SM with a value of
75.6% at a dosage of 15 g L–1, indicating
that not all adsorption sites of the FF-SM sample were saturated at
this high adsorbent dosage. For dosages above 4 g L–1, both mycelial samples show a slight increase in the removal efficiency
and a high decrease in the equilibrium adsorption capacity until constant
removal efficiencies of 98.2 and 78.5% are reached at dosages of 15
and 20 g L–1 for FF-LM and FF-SM, respectively.
The decrease in adsorption capacity until reaching constant removal
efficiencies at higher dosages is due to the limited concentration
of dye molecules needed to saturate all the active adsorption sites
at these high adsorbent dosages.[44] All
following experiments were conducted using the adsorbent dosage of
5 g L–1 because both mycelial samples show considerable
removal efficiencies and adsorption capacities at this adsorbent dosage.
Figure 4
Effect
of the adsorbent dosage on the removal efficiency Re and adsorption capacity qe of CR on (a) FF-LM and (b) FF-SM. Adsorption conditions
were pH 7.6, a Ci of 100 mg L–1, and 120 min.
Effect
of the adsorbent dosage on the removal efficiency Re and adsorption capacity qe of CR on (a) FF-LM and (b) FF-SM. Adsorption conditions
were pH 7.6, a Ci of 100 mg L–1, and 120 min.Notably, the CR dye solution did
not turn clear after the dye uptake,
rather the color turned from red to orange to yellow for both mycelial
samples, see Figure S3. This might be due
to the release of a colored metabolite from F. fomentarius when dissolved in water. Photographs and UV–vis spectra of F. fomentarius supernatants obtained after mixing
with aqueous solutions of varying pH, that is, without any dye present,
are displayed in Figures S4–S6, showing yellow coloring, the strongest for
FF-LM, and increased absorbance from 500 to 300 nm. However, the nature
of this compound or compounds could not be revealed by high-performance
liquid chromatography mass spectrometry (HPLC-MS) analysis, although
characteristic m/z rations were
identified for F. fomentarius, see Figure S7.
Effect of the Solution
pH
The adsorption performance
and the dependence of the equilibrium adsorption capacity qe on the solution pH are depicted in Figure . Photographs of the corresponding supernatants can be found
in Figure S8. For FF-SM, qe decreases with the increasing pH value, that is, for
pH 2.1, qe is 17.9 mg g–1, while it drops to 1.8 mg g–1 for pH 12.6. FF-LM
also shows the highest qe at low pH values,
that is, 17.8 mg g–1 at a pH of 2.1 and the lowest qe of 12.1 mg g–1 at a pH of
12.6. However, no steady decrease can be observed with increasing
pH for FF-LM. Instead, at around pH 4, there is a local minimum in
the adsorption capacity. Such a minimum can also be observed in the
zeta potential results, see Figure b, indicating a more negative surface charge and thus
weaker electrostatic attraction between the adsorbent and the dye.
This increase in the negative surface charge with increasing pH can
be explained by the deprotonation of the functional groups.[21] However, above pH 6, the deprotonation process
is hindered, and the surface of FF-LM becomes positively charged,
indicating significant changes in the surface chemistry of FF-LM.
These findings confirm that the growth medium significantly influences
the surface chemistry. However, further characterization is needed
to investigate the influence of the growth medium components on the
surface charge variation at different pH values. It is worth knowing
that for FF-LM, zeta potentials below pH 3 and above pH 9 could not
be measured reliably and thus are not shown. For FF-SM, the zeta potential
is negative over the whole pH range provided and decreases with increasing
pH until a neutral pH. However, in the basic pH range, the adsorption
capacity decreases further, while the zeta potential increases again,
indicating that the electrostatic attraction is not the only mechanism
for CR adsorption and other binding forces could potentially become
more dominant, such as hydrogen bonds and van der Waals forces.[45,46](a)
Effect of the dye solution pH on the equilibrium adsorption
capacity qe of CR on FF-LM and FF-SM.
Adsorption conditions were a dosage of 5 g L–1,
a Ci of 100 mg L–1,
and 120 min. (b) Zeta potential of FF-LM, FF-SM, and FF-FB and its
pH dependence.
Adsorption Isotherms
As shown in Figure a and Table , the
experimental adsorption data collected using
different initial dye concentrations could be fitted the best, that
is, with the highest regression coefficients, with the Redlich–Peterson
model. This adsorption model combines the Langmuir model for monolayer
adsorption on homogeneous sites with the Freundlich model for multilayer
adsorption on heterogeneous surfaces. However, the values determined
for the Redlich–Peterson constant β are close to 1, suggesting
that the isotherms are approaching the Langmuir model. These results
are in accordance with the higher regression coefficients obtained
by fitting the adsorption data with the Langmuir model than that with
the Freundlich model, see Table . This suggests that the adsorption of CR on the surface
of laboratory-cultivated F. fomentarius can be described by a monolayer process rather than a multilayer
process, probably due to the large size of the dye molecules, which
may repel each other when getting too close. The obtained maximum
adsorption capacity qm of CR on FF-LM
was found to be 48.8 mg g–1, which is
much higher than that determined for FF-SM with a value of 13.4 mg
g–1. However, these values are lower than those
reported for other fungal species, see Table . On one hand, this can be explained by the
lower temperature and higher dosage of 5 g L–1 used
in this work. As shown in eq and Figure , the equilibrium adsorption capacity decreases with the increasing
dosage. On the other hand, the wide range in adsorption capacities
of the fungal adsorbents listed in Table can be associated with differences in the
cell wall composition due to varying cultivation conditions. Likewise,
the higher adsorption capacity of FF-LM over that of FF-SM reveals
that the adsorption properties can be enhanced by the cultivation
conditions.
Figure 6
(a) Nonlinear Langmuir, Freundlich, and Redlich–Peterson
isotherm models for the adsorption of CR on FF-LM and FF-SM. Adsorption
conditions were pH 7.6, a dosage of 5 g L–1, and
120 min. (b) Nonlinear pseudo-first-order, pseudo-second-order, and
Elovich kinetic fittings for the adsorption of CR on FF-LM and FF-SM.
Adsorption conditions were pH 7.6, a dosage of 5 g L–1, and a Ci of 100 mg L–1.
Table 1
Parameters of the
Isotherm Studies
Conducted at pH 7.6, a Dosage of 5 g L–1, 120 min,
and a Ci of 5–400 mg L–1 According to the Langmuir, Freundlich, and Redlich–Peterson
Isotherms, as Depicted in Figure a, for FF-LM and FF-SM
model
parameter
FF-LM
FF-SM
Langmuir
qm (mg g–1)
48.8
13.4
KL (L mg–1)
0.0219
0.0224
R2
0.962
0.958
Freundlich
n (mg g–1)
2.43
2.81
KF (mg g–1 (L mg–1)1/n)
5.11
1.58
R2
0.947
0.917
Redlich–Peterson
KRP (L g–1)
1.30
0.27
aR (L mg–1)
0.012
0.014
β
1.15
1.07
R2
0.997
0.967
Table 2
Comparison of the Maximum Monolayer
Adsorption Capacity qm of CR on Different
Dried Fungal-Based Biosorbents
species
qm (mg g–1)
temperature
(°C)
adsorbent
dosage (g L–1)
pH
reference
A. carbonarius
99.0
30
0.3
4.5
(28)
Aspergillus
nidulans
357.1
0.5
6.8
(47)
P. glabrum
101.0
30
0.3
4.5
(28)
Penicillium YW 01
357.1
20
1.0
3.0
(48)
384.6
30
416.67
40
Agaricus
bisporus
76.4
1.0
5
(49)
Funalia trogii
90.4
1.0
5.0
(50)
T. versicolor
318.1
30
1.7
2.0
(51)
415.7
60
T. versicolor
51.8
30
30.0
7
(52)
FF-LM, F. fomentarius cultivated on a liquid
glucose medium
48.8
25
5
7.6
this work
FF-SM, F. fomentarius cultivated on a solid
lignocellulose medium
13.4
25
5
7.6
this work
(a) Nonlinear Langmuir, Freundlich, and Redlich–Peterson
isotherm models for the adsorption of CR on FF-LM and FF-SM. Adsorption
conditions were pH 7.6, a dosage of 5 g L–1, and
120 min. (b) Nonlinear pseudo-first-order, pseudo-second-order, and
Elovich kinetic fittings for the adsorption of CR on FF-LM and FF-SM.
Adsorption conditions were pH 7.6, a dosage of 5 g L–1, and a Ci of 100 mg L–1.
Adsorption
Kinetics
The influence of contact time on
the adsorption capacity of F. fomentarius mycelia at pH 7.6 with a dosage of 5 g L–1 and
an initial CR concentration of 100 mg L–1 is shown in Figure b. The adsorption capacity increases significantly with increasing
contact time before reaching equilibrium at about 1 h. The equilibrium
adsorption capacity of CR on FF-LM was found to be 2 times higher
than that on FF-SM. The kinetic constants and parameters as well as
the nonlinear regression coefficients of fitting with the kinetic
models are shown in Table . The experimental adsorption data of both mycelial samples
were fitted better with the pseudo-second-order model when compared
with that of the pseudo-first-order and Elovich kinetic model. This
suggests that chemisorption is the primary rate-controlling step in
the adsorption process, in which a molecule of the CR dye is adsorbed
onto two sites of the cell wall surface of F. fomentarius at a constant concentration of the dye. However, as the pseudo-first-order
model also yields high regression coefficients for both mycelial samples
FF-LM and FF-SM, see Table , it can be concluded that physical adsorption may additionally
be involved in the adsorption process.
Table 3
Parameters
of the Kinetic Studies
Conducted at pH 7.6, a Dosage of 5 g L–1, a Ci of 100 mg L–1, and 2–300
min According to the Pseudo-First-Order, Pseudo-Second-Order, and
Elovich Models Depicted in Figure b for FF-LM and FF-SM
model
parameter
FF-LM
FF-SM
pseudo-first-order
qe (mg g–1)
15.2
7.8
K1 (min–1)
0.1579
0.0652
R2
0.973
0.972
pseudo-second-order
qe (mg g–1)
16.2
8.6
K2 (g mg–1 min–1)
0.0142
0.0101
R2
0.992
0.977
Elovich
α
30.4
2.4
β
0.49
0.71
R2
0.951
0.938
Simulated Dye Effluent Adsorption
The removal efficiency
of CR from the simulated dye effluent was found to be >95% for
FF-LM,
irrespective of the presence or absence of NaCl, as shown in Figure a. However, a strong
increase in the removal efficiency with increasing NaCl was obtained
for FF-SM, reaching about 99.9% at 1 M NaCl. Such an increase in the
removal efficiency can be explained by the neutralization of the negatively
charged dye molecules and cell wall surface by NaCl.[45] Overall, these results suggest that the dried mycelium
of F. fomentarius can be considered
a good adsorbent for anionic dyes such as CR from industrial wastewater,
even at high salt concentrations.
Figure 7
(a) Effect of simulated dye effluent conditions
on the removal
efficiency Re of CR on FF-LM and FF-SM.
Adsorption conditions were 80 °C, pH 7.6, a dosage of 5
g L–1, Ci = 100 mg L–1, and 120 min. (b) Desorption of CR from FF-LM and
FF-SM with DIW, ethanol, 0.1 M sodium hydroxide, 0.1 M acetic acid,
0.1 M hydrochloric acid, and concentrated hydrochloric acid.
(a) Effect of simulated dye effluent conditions
on the removal
efficiency Re of CR on FF-LM and FF-SM.
Adsorption conditions were 80 °C, pH 7.6, a dosage of 5
g L–1, Ci = 100 mg L–1, and 120 min. (b) Desorption of CR from FF-LM and
FF-SM with DIW, ethanol, 0.1 M sodium hydroxide, 0.1 M acetic acid,
0.1 M hydrochloric acid, and concentrated hydrochloric acid.
Desorption
The results of the desorption
experiments
of CR from FF-LM and FF-SM using different desorbing agents, that
is, deionized water (DIW), ethanol, 0.1 M sodium hydroxide, 0.1 M
acetic acid, 0.1 M hydrochloric acid, and concentrated hydrochloric
acid, are shown in Figure b. No desorption of CR was observed with a diluted concentration
(0.1 M) of acetic acid or hydrochloric acid. Although concentrated
hydrochloric acid resulted in the highest recovery efficiencies for
CR, it also caused the dissolution of F. fomentarius mycelia. The results suggest that both organic and mineral acids
are not suitable desorbing agents for such fungal adsorbents. However,
0.1 M sodium hydroxide and ethanol could desorb CR from the cell wall
surfaces, albeit with low efficiencies of <25%. These observations
indicate strong chemical interactions between the functional groups
of the fungal cell wall surface and the adsorbed CR. However, biodegradation
by composting might be a promising alternative.
X-Ray Photoelectron
Spectroscopy Study of MB and CR Adsorption
To understand
the adsorption mechanism of MB and CR onto FF-LM,
FF-FB, and FF-SM, all three samples were characterized by X-ray photoelectron
spectroscopy (XPS) analysis before and after the adsorption process. Table S1 summarizes the chemical composition
of the specimens, revealing an elevated nitrogen content for FF-LM
and thus pointing toward a higher chitin level in the cell wall, as
already deduced from the ATR–FTIR results. Figure displays the XPS O 1s, N 1s,
C 1s, and S 2p spectra of the three samples before and after the adsorption
of MB and CR. It can be seen that O 1s and N 1s XPS peaks shifted
to higher binding energies after MB and CR adsorption. As the highest
shifts were observed for the O 1s peaks, it can be assumed that strong
chemical interactions exist between the oxygenated functional groups
on the fungal cell surface and the dyes. This finding was also confirmed
by the increase in the peak intensity of −C–O–
(286.3 eV), −C=O (288.2 eV), and −O–C=O
(289.1 eV) in the C 1s spectra in comparison with that of–C–C–
(284.8 eV) after the adsorption of the dyes.[53] Moreover, after CR adsorption, the S 2p spectra show an increase
in intensity for the peak at 168 eV, which is attributed to −C–S=O
present in the sulfonate group of CR. Overall, these findings suggest
that the adsorption of MB and CR on F. fomentarius can be attributed to both electrostatic attraction and chemical
interaction, which is in agreement with the results of the isotherm
and desorption analyses.
Figure 8
Normalized XPS for FF-SM, FF-LM, and FF-FB before
and after (MB*
and CR*) adsorption for O 1s (a–c), N 1s (d–f), C 1s
(g–i), and S 2p (j–l).
Normalized XPS for FF-SM, FF-LM, and FF-FB before
and after (MB*
and CR*) adsorption for O 1s (a–c), N 1s (d–f), C 1s
(g–i), and S 2p (j–l).
Conclusions
The performance of the lab-cultivated mycelium
from F. fomentarius, grown on a solid
lignocellulose medium
(FF-SM) and a liquid glucose medium (FF-LM), for the adsorption of
cationic MB and anionic CR from aqueous solutions was compared with
that of the naturally grown fruiting bodies of F. fomentarius (FF-FB). While FF-FB showed the lowest dye uptake for both dyes,
FF-LM demonstrated the highest CR uptake and a good MB uptake and
FF-SM the highest MB uptake with a moderate CR uptake. The adsorption
process of CR, which was studied in more detail, could be explained
by the Redlich–Peterson model with β constants very close
to 1, that is, approaching the Langmuir model and thus indicating
monolayer adsorption. FF-LM and FF-SM reached the maximum adsorption
capacities of 48.8 and 13.4 mg g–1, respectively,
for CR at pH 7.6. Adsorption kinetics were found to follow the pseudo-second-order
model, implying that the dye adsorption rate was controlled by a chemisorption
step. Due to strong interactions, desorption efficiencies of the dyes
were below 25%, which requires further studies to improve the desorption
efficiency or tests for the suitability for composting. Remarkably,
the adsorption performances were preserved under simulated dye effluent
conditions for lab-cultivated F. fomentarius. Several characterizations, such as XPS, FTIR spectroscopy, and
zeta potential analysis, suggest that the amide and amino groups of
chitin from the cell walls of F. fomentarius play a dominant role in the adsorption process of CR. In contrast,
the MB uptake was found to be independent of the chitin content on
the surface, indicating that a different adsorption mechanism is dominant.
However, further, more detailed studies are required due to the complex
chemical structure of the specimens studied in the present work. The
overall superiority of the lab-cultivated mycelium over the naturally
grown F. fomentarius offers several
advantages, such as simple and low-cost mass production. Currently,
the lab-scale production of a square meter mycelium mat requires 5
weeks of time and ca. 30 € in chemicals for FF-LM and 7 weeks
of time and ca. 1 € in chemicals for FF-SM, making FF-SM more
economically competitive and interesting for cationic dye adsorption,
in particular. Overall, F. fomentarius can be considered a promising candidate as a future biosorbent material
in industrial wastewater treatment with the opportunity for further
improvement.
Experimental Section
Chemicals
MB (98%),
CR (82%), calcium sulfate dihydrate
(98%), and streptomycin sulfate salt were obtained from Sigma-Aldrich
(Germany, USA). Hydrochloric acid (37%), acetic acid (100%), sodium
chloride (≥95%), malt extract agar, sodium nitrate (>99%),
and glucose monohydrate (microbiology grade) were purchased from Carl
Roth GmbH + Co. KG (Germany). Sodium hydroxide (p.a.) was obtained
from Merck. Ethanol (≥96%), formic acid (≥99%, HiPerSolv
CHROMANORM), and acetonitrile (≥99.9%, HiPerSolv CHROMANORM)
were provided by VWR (Germany). Ampicillin sodium salt was acquired
from AppliChem GmbH (Germany). Hemp shives were purchased from Hemparade
(The Netherlands). Brown millet was provided by Mühle Schlingemann
(Germany). Yeast extract and Gibco casamino acids were obtained from
Ohly GmbH (Germany) and Life Technologies (USA), respectively. DIW
was used for stock solution and fungi preparation.
F. fomentarius Cultivation
A fruiting body
of F. fomentarius was collected from
the Brandenburg forest, cut into slices using
a band saw (REKORD Typ SSF/420, Maschinenfabrik August Mössner
KG, Germany), and stored in a freezer at −18 °C. Since
the fruiting body consists of different layers, only the fibrous trama
layer[54] was used. The slices were punched
into discs with a diameter of 8 mm and dried at 80 °C for at
least 72 h. This fruiting body of F. fomentarius collected from the nature is referred to as FF-FB.An axenic
culture derived from a fruiting body was obtained on malt extract
agar. After 10 days of growth, colonies were scraped off with a sterile
scalpel, DNA extracted as previously described,[55] and verified by the sequencing of the internal transcribed
spacer region located in the rRNA gene transcription region of F. fomentarius. The strain was named PaPf11. For
emersed cultivation on a a liquid medium, fungal complete medium (CM)
with 1% glucose as the carbon source and 70 mM sodium nitrate as the
nitrogen source were used.[56] To the medium,
50 mg L–1 ampicillin and 50 mg L–1 streptomycin were added to reduce the risk of contamination. The
fungal inoculum was obtained by using a sterile electric hand blender
(Mixino 260, Siemens, Germany) for about 30 s to shred PaPf11 colonies
scraped off from malt extract agar and subsequently transferred into
1 L of CM into smaller entities with diameters of 2 mm or less. This
mixture was incubated in a closed, disinfected polypropylene box for
18–20 days in the dark at 25 °C. Mycelium mats of about
5 mm thickness were harvested from the surface of CM and dried on
parchment paper at 50 °C for 2 days. The mats were punched into
discs with a diameter of 8 mm and dried at 80 °C for at least
72 h. This F. fomentarius grown on
a liquid glucose medium is referred to as FF-LM.The protocol
for emersed cultivation on a solid medium was recently
described in detail and can briefly be summarized as follows.[38] Colonies of F. fomentarius were obtained through cultivation on solid CM and used to inoculate
sterilized millet grains supplemented with 1 wt % calcium sulfate
dihydrate. After incubation for 14 days at 25 °C in the dark,
the grains were completely overgrown by the fungal mycelium and used
as the mushroom spawn to inoculate hemp shives composed of lignocellulose
as a solid medium. Therefore, hemp shives were hydrated with 150 wt
% DIW in polypropylene cultivation bags (SacO2, Belgium) and autoclaved.
5 wt % overgrown millet spawn was added to the wet hemp shives and
mixed by kneading. The bags were then heat-sealed and incubated at
25 °C in the dark. After 7 days of incubation, the bags
were mixed, and incubation was continued for another 7 days. The overgrown
solid substrate was then crushed using a disinfected shredder (AXT
Rapid 2000, Bosch, Germany) and transferred into a disinfected polypropylene
box. After another 19 days of incubation, the culture was removed
from the box and dried at 50 °C for 3 days. Finally, the pure
surface mycelium was obtained by careful stripping from the surface.
The mats were punched into discs with a diameter of 8 mm and dried
additionally at 80 °C for at least 72 h. This F. fomentarius grown on a solid lignocellulose medium
is referred to as FF-SM.
Dye Adsorption Experiments
Batch Equilibrium
Studies
Aqueous stock solutions of
cationic MB and anionic CR with a concentration of 1000 mg L–1 were prepared by dissolving 1 g of the dye in 1 L of DIW. Solutions
with lower dye concentrations were diluted from this stock solution.
Adsorption experiments were performed in 50 mL centrifuge tubes with
10 mL of the dye solution at 25 °C and at a steady rotation of
80 rpm in a mixer (Rotator, neoLab, Germany). In the first batch adsorption
experiments, FF-SM, FF-LM, and FF-FB were tested with a dosage of
5 g L–1 with an initial dye concentration of 100
mg L–1 at pH values of 5.7 (MB) and 7.6 (CR) for
120 min in technical triplicate. Further experiments were conducted
to study the influence of dosage, time, initial dye concentration,
and salts on the adsorption process on FF-SM and FF-LM with CR. The
effect of the adsorbent dosage was studied in the range of 0.5–30
g L–1. The pH was adjusted between 2.1 and 12.6
by HCl and NaOH. Following the adsorption experiments, the supernatant
was decanted and separated from the remaining mycelial by centrifugation
at 3600 rpm in a Jouan C414 for 20 min. The dye concentration in the
supernatant was determined by UV–vis spectroscopy from the
absorption bands at 664 and 498 nm, specific for MB and CR, respectively.
The removal efficiency Re (%) and the
equilibrium adsorption capacity qe (mg
g–1) were calculated as given in eqs and 2, respectively,whereby Ci (mg
L–1) and Ce (mg L–1) are the initial and equilibrium mass concentrations
of the dye in the solution, m (g) is the mass of
the adsorbent, and V (L) is the volume of the dye
solution.
Adsorption Isotherms
CR concentrations
between 5 and
400 mg L–1 were used to obtain the adsorption isotherms.
The dosage and contact time were 5 g L–1 and 120
min, respectively, for both FF-SM and FF-LM. Mixing and separation
were performed as described above. The experimental adsorption data
were fitted using the nonlinear form of the Langmuir, Freundlich,
and Redlich–Peterson isotherm models expressed by eqs –5, respectively,whereby qe (mg
g–1) is the equilibrium adsorption capacity, Ce (mg L–1) is the equilibrium
dye concentration, qm (mg g–1) is the maximum adsorption capacity, KL (L mg–1) is the Langmuir isotherm constant, KF [mg g–1 (L mg–1)1/] and n (mg g–1) are the Freundlich coefficients, and KRP (L g–1), aR (L mg–1), and β are the Redlich–Peterson
constants.
Adsorption Kinetics
To study the
adsorption kinetics,
contact times between 2 and 300 min were tested. The dosage and initial
CR concentration were 5 g L–1 and 100 mg L–1, respectively, for both FF-SM and FF-LM. Mixing and separation were
performed as described above. To analyze the adsorption kinetics,
the pseudo-first-order model (eq ), pseudo-second-order model (eq ), and Elovich model (eq ) were appliedwhereby t (min) is the time, K1 (min–1) and K2 (g mg–1 min–1) are the pseudo-first-order
and pseudo-second-order constants, respectively,
and α and β are the initial adsorption rate and the Elovich
desorption constant, respectively.
Adsorption Behavior under
Simulated Textile Effluent Conditions
To simulate the textile
effluent conditions, adsorption experiments
were conducted at elevated temperature, that is, at 80 °C, in
the presence of salts (0, 0.01, 0.1, and 1 M NaCl). The dosage, pH,
and CR concentration were 5 g L–1, 7.6,
and 100 mg L–1, respectively, for both FF-LM and
FF-SM. Experiments were conducted in covered 50 mL beakers on a hot
plate under stirring at 80 rpm for 120 min.
Dye Recovery
from the Adsorbents
Batch mode adsorption
was performed as described above with a dosage of 5 g L–1 for both FF-LM and FF-SM. The adsorbents were then dried at 60 °C
overnight before 10 mL of the desorption agents, that is, DIW, ethanol,
0.1 M NaOH, 0.1 M acetic acid, 0.1 M HCl, or concentrated HCl, was
added. Mixing was performed in 50 mL centrifuge tubes for 120 min
at 25 °C at a steady rotation of 80 rpm in a mixer (Rotator,
neoLab, Germany).
Characterization
All F. fomentarius samples, that is, FF-SM, FF-LM, and
FF-FB, were characterized with
the methods described below unless stated differently.The dye
concentration was determined by UV–vis spectroscopy from the
absorption bands at 664 and 498 nm, specific for MB and CR, respectively,
using a Lambda 900 (Perkin Elmer, USA).FTIR spectroscopy in
the ATR mode was carried out in a Vertex 70
(Bruker, Germany) in the range of 4000–400 cm–1 for the identification of distinct functional groups.The
microstructure of the mycelial structures was studied via SEM
using a LEO 1530 (Carl Zeiss, Germany) at 3 kV with a secondary electron
detector and an aperture size of 30 μm after sputtering with
a thin gold layer.Their zeta potential was determined using
an electroacoustic spectrometer
DT-310 (Dispersion Technology Inc., USA). Therefore, 0.15 wt % suspensions
in 0.01 M KCl were prepared by blending mycelia with a hand blender
(Kult S, WMF, Germany). Before the measurement, the samples were treated
in an RK 52 H ultrasonic bath (Bandelin, Germany) for 2 min. The sample
mass was 50 g per measurement. For both FF-SM and FF-LM, two measurements
were conducted toward acidic conditions down to pH 2 and toward basic
conditions up to pH 12. Titration was performed using 0.1 M HCl and
0.1 M NaOH solutions. For FF-FB, two measurement points at pH values
of 5.7 and 7.6 were recorded, representing the pH of the initial dye
solutions of MB and CR, respectively.XPS spectra were collected
on a K-Alpha (Thermo Fischer Scientific,
USA) equipped with a monochromatic Al Kα source to obtain the
surface chemical composition of the F. fomentarius samples. Therefore, the samples were prepared on carbon pads. Scans
were recorded in the constant analyzer energy mode with a pass energy
of 50 eV, a step size of 0.1 eV, and a spot size of 400 μm.
All XPS spectra were calibrated using the C 1s core line with a binding
energy of 284.8 eV.HPLC–electrospray ionization–MS
was conducted on
an Agilent 1200 series HPLC system using a reversed-phase HPLC column
(Grom-Sil-120-ODS-4-HE, length 50 mm, ID 2 mm, 3 μm, Dr. Maisch,
Germany) coupled to an LTQ Orbitrap XL (Thermo Fischer Scientific,
USA) in the positive ionization mode. A gradient of mobile phase A
(water + 0.1% formic acid) and B (acetonitrile + 0.1% formic acid)
was applied to change from 5 to 100% B in 10 min at a flow rate of
0.3 mL min–1. During the LC separation, the column
effluent was additionally scanned for the UV absorbance with the integrated
diode array detector G1313B of the LC system. The resulting m/z scan and UV–vis absorbance data
were evaluated using an Xcalibur (Thermo Fisher Scientific, USA).
Authors: Martina Vršanská; Stanislava Voběrková; Ana María Jiménez Jiménez; Vladislav Strmiska; Vojtěch Adam Journal: Int J Environ Res Public Health Date: 2017-12-23 Impact factor: 3.390
Authors: Carsten Pohl; Bertram Schmidt; Tamara Nunez Guitar; Sophie Klemm; Hans-Jörg Gusovius; Stefan Platzk; Harald Kruggel-Emden; Andre Klunker; Christina Völlmecke; Claudia Fleck; Vera Meyer Journal: Fungal Biol Biotechnol Date: 2022-02-24