Abstract
Aspergillus parasiticus (A. parasiticus) CBS 100926T was used as a biosorbent for the removal of Methylene Blue (MB), Congo Red (CR), Sudan Black (SB), Malachite Green Oxalate (MGO), Basic Fuchsin (BF) and Phenol Red (PR) from aqueous solutions. The batch biosorption studies were carried out as a function of dye concentration and contact time. The biosorption process followed the pseudo-first-order and the pseudo-second-order kinetic models and the Freundlich and Langmuir isotherm models. The resulting biosorbent was characterized by Scanning Electron Microscopy (SEM), X-Ray Diffractometer and Fourier Transformer Infrared Spectroscopy (FTIR) techniques. The results of the present investigation suggest that A. parasiticus can be used as an environmentally benign and low cost biomaterial for the removal of basic and acid dyes from aqueous solution.
HIGHLIGHTS
Micro-fungi Aspergillus parasiticus CBS100926T was employed as a new biosorbent for the biosorption of six dyes.
The maximum dye capacity was found to be 131.58 mg/g.
Adsorption processes can reach equilibrium within 120 min.
Adsorption processes follow the pseudo-second-order rate equation.
The results of equilibrium sorption were described through Langmuir and Freundlich isotherms.
Graphical Abstract
INTRODUCTION
Pigments and dyes, which have complex aromatic structures, are used widely in many areas such as paper, textile, food, cosmetic, leather, plastic and pharmaceutical industries (Bentahar et al. 2017). Various chemical dyes and large amounts of water are utilized to produce different products in the textile industry (Huang et al. 2016). The high costs involved in removing trace amounts of impurities make the search for appropriate treatment technologies an important priority (Arunarani et al. 2013). At this point, conventional approaches include biological treatment, coagulation, flocculation, ion exchange, membrane filtration and advanced oxidation processes; they are applicable for removal of synthetic dyes from industrial effluents (San et al. 2014; Moussa et al. 2017; Arikan et al. 2019; Bouras et al. 2019; Isik et al. 2019). Among all these techniques, biosorption is considered as one of the popular and attractive technologies for the removal of dyes from aqueous effluents when compared with the above processes (Raval et al. 2016). In this context, fungi and bacteria are broadly used for dye removal, such as Aspergillus carbonarius (Bouras et al. 2017), Penicillium YW01 (Yang et al. 2011), Saccharomyces cerevisiae (Ghaedi et al. 2013), Pseudomonas putida (Ghaedi & Vafaei 2017) and Pseudomonas sp. SUK1 (Kalyani et al. 2009).
The present work aims to investigate the biosorption capacity of Aspergillus parasiticus CBS 100926T (AP) to remove six dyes: Methylene Blue (MB), Congo Red (CR), Sudan Black (SB), Malachite Green Oxalate (MGO), Basic Fuchsin (BF), and Phenol Red (PR) from aqueous solutions. The effects of some operating variables including dyes' concentration and contact time on the dyes biosorption were investigated in batch mode. Kinetic and isotherm analysis of the biosorption processes was analyzed in terms of the pseudo-first order, pseudo-second order models, Langmuir and Freundlich isotherm models, respectively. The characteristics of Aspergillus parasiticus biomass were evaluated by Scanning Electron Microscope (SEM) and Fourier Transform Infrared (FTIR) spectroscopy analysis.
MATERIALS AND METHODS
Preparation of the fungal biosorbent
The fungus Aspergillus parasiticus CBS100926T (AP) was provided by the Center for Microbial Biotechnology, BioCentrum-DTU, Technical University of Denmark, DK-2800 Kgs. Lyngby, Denmark. A. parasiticus (AP) was grown in the liquid Sabouraud medium (10 g sucrose, 7 g peptone in 1 L of distilled water) at pH 6.8 and 25 °C. After 19 days of incubation (without shaking), the mycelial biomass was separated from the culture liquid Sabouraud medium by filtration, washed with ultrapure water and then oven-dried at 80 ± 5 °C for 24 h. Dried biomass was crushed and sieved to 500 μm particle size using the ASTM standard test sieves (No: 35) to obtain homogenous size of AP biosorbent and then stored in glass bottles prior to use.
Preparation of stock solutions
The dyes used in this study were obtained from Sigma Aldrich with 99.99% purity. Stock solutions (100 mg/L) of MB, CR, SB, MGO, BF and PR were prepared in double distilled water and diluted to get the desired concentration of dyes. The characteristics of these dyes are listed in Table 1. The pH of the solutions was adjusted by addition of either 0.1 M HCl or 0.1 M NaOH solutions respectively.
Chemical structures of dyes
Dye . | Structure . | Mw (g/mol) . | λmax (nm) . |
---|---|---|---|
CR (Congo Red) | ![]() | 696.67 | 500 |
MB (Methylene Blue) | ![]() | 319.85 | 663 |
MGO (Malachite Green Oxalate) | ![]() | 927.01 | 618 |
BF (Basic Fuchsin)PR (Phenol Red) | ![]() | 337.84354.38 | 543430 |
SB (Sudan Black) | ![]() | 456.54 | 600 |
Dye . | Structure . | Mw (g/mol) . | λmax (nm) . |
---|---|---|---|
CR (Congo Red) | ![]() | 696.67 | 500 |
MB (Methylene Blue) | ![]() | 319.85 | 663 |
MGO (Malachite Green Oxalate) | ![]() | 927.01 | 618 |
BF (Basic Fuchsin)PR (Phenol Red) | ![]() | 337.84354.38 | 543430 |
SB (Sudan Black) | ![]() | 456.54 | 600 |
Characterization of Aspergillus parasiticus biomass
The biosorbent was characterized by X-ray diffraction (XRD, Rigaku, Dmax-Rapid II) with an X-ray source of Cu Kα radiation (λ = 1.5418 Å). The scattering angle (2θ) was scanned from 5° to 70° at a scanning speed of 5°/min. The X-ray tube voltage and current were fixed at 40 kV and 30 mA, respectively. The Fourier transform infrared spectroscopy (FT-IR) analysis was done using Universal ATR Sampling Accessory with MIR detector and SPECTRUM Version 6.3.4 software from Perkin Elmer; it allowed investigation of the functional groups present on the biosorbent surface of AP in the range of 400–4,000 cm−1. The surface and textural morphology of the biosorbent was captured using Scanning Electron Microscopy (SEM) (Zeiss Supra 55, Germany). The images were taken by applying an electron beam having an acceleration voltage of 10.0 kV.
Batch biosorption experiments
Biosorption kinetics and isotherm modeling
In Equation (5), qmax shows the maximum monolayer sorption capacity (mg/g), kL is the Langmuir constant (L/mg), Ce is equilibrium dye concentration in the solution (mg/L) and qe represents the amounts of dye sorbed onto the biosorbent at equilibrium (mg/g). In Equation (6), kF represents the relative sorption capacity of biosorbent (L/g), n is a constant related to sorption intensity.
RESULTS AND DISCUSSION
Characteristics of Aspergillus parasiticus biomass
The SEM image of raw A. parasiticus is illustrated in Figure 1(a). The surface structure of the biosorbent material was uneven, heterogeneous, and porous. These irregular structures promote the trapping surface for uptake of dye solution (Bouras et al. 2020).
(a) SEM image, (b) XRD pattern, and (c) FT-IR vibrational spectrum of Aspergillus parasiticus CBS 100926T biomass.
(a) SEM image, (b) XRD pattern, and (c) FT-IR vibrational spectrum of Aspergillus parasiticus CBS 100926T biomass.
The XRD pattern of A. parasiticus is given in Figure 1(b). It was possible to identify a wide band in the 2θ range from 10° to 30°, which indicates that A. parasiticus biosorbent presented an amorphous structure. Similar behavior was found for diffraction patterns of other fungal biomasses (Drumm et al. 2019).
The FTIR spectrum of A. parasiticus is given in Figure 1(c). The main bands were at 3,267.72 cm−1, which can be attributed to the stretching of O-H or N-H groups. The weak bands at 2,925.3 and 2,855.9 cm−1 can be ascribed to vibrations of the alkyl (C-H) groups. The bending vibration of hydroxyl group with asymmetric and symmetric stretching vibration of carboxyl groups (COOH) were acquired at 1,632.45, 1,544.1 and 1,374.2 cm−1, respectively. The peak observed at 1,023.39 cm−1 was assigned to stretching vibration of C–O bands. Moreover, the band observed at 596.28 cm−1 for the biosorbent represented C–N–C scissoring that is only found in protein structures. Through this spectrum, it was possible to identify that the biomass of the fungus A. parasiticus contains hydroxyl, amine, carboxyl and amide groups on its surface.
Effect of pH
The pH is the most important factor for adsorption studies, which affects not only the adsorption capacity, but also colour and the dye chemistry in the medium. The biosorption of these dyes was highly pH dependent and optimum values are shown in Table 2. A pH below 5 could be favourable for the biosorption between the CR and AP, because a significantly high electrostatic attraction could exist between the positively charged surface of A. parasiticus by absorbing H+ ions and the anionic dyes. Whereas for PR dye, as the pH of the solution increased, the surface of the biosorbent became negatively charged, which decreased the biosorption of the negatively charged PR anions by electrostatic repulsive forces.
Optimum conditions for biosorption of different dyes onto Aspergillus parasiticus CBS 100926T
Dye . | pH . | Time (min) . | Cdye (mol/L) . | q (mg/g) . |
---|---|---|---|---|
CR | 4.5 | 60 | 7.2 × 10−5 | 78.72 |
MB | 8.5 | 60 | 1.6 × 10−4 | 73.07 |
BF | 8.0 | 60 | 1.0 × 10−4 | 42.72 |
MGO | 8.5 | 60 | 5.4 × 10−5 | 35.00 |
SB | 8 | 60 | 1.1 × 10−4 | 24.29 |
PR | 7.5 | 20 | 1.4 × 10−4 | 06.25 |
Dye . | pH . | Time (min) . | Cdye (mol/L) . | q (mg/g) . |
---|---|---|---|---|
CR | 4.5 | 60 | 7.2 × 10−5 | 78.72 |
MB | 8.5 | 60 | 1.6 × 10−4 | 73.07 |
BF | 8.0 | 60 | 1.0 × 10−4 | 42.72 |
MGO | 8.5 | 60 | 5.4 × 10−5 | 35.00 |
SB | 8 | 60 | 1.1 × 10−4 | 24.29 |
PR | 7.5 | 20 | 1.4 × 10−4 | 06.25 |
The optimum pH of the dyes BF and MB were 8 and 8.5, respectively. The adsorption process was maximum at basic pH for MB and BF, indicating that the negatively charged AP surface was responsible for the biosorption. Lower biosorption capacity of MGO observed at basic pH was a result of competition between the excess hydroxyl ions and the negatively charged dye ions for the biosorption sites. For increasing pH, the number of positively charged sites on A. parasiticus decreased and the number of negatively charged sites increased, part of the SB molecule exists as anions, and the adsorption was significantly impeded. Similar results of the effect of chemical structure of dyes were also reported (Sun et al. 2015; Dhananasekaran et al. 2016; Shoukat et al. 2017; Koyuncu & Kul 2020). The fungal mycelium did not release any adsorbed dyes. This observation revealed that the species has a greater chemical stability when subjected to adverse environmental conditions. For this reason, the chemical stability has the potential to act as an excellent candidate to bioremediate the solution dye.
Biosorption kinetic profiles
As shown in Figure 2, the biosorption capacity of the biomass was significantly high in the initial 60 min and thereafter gradually reached equilibrium within 120 min. The results are due to the fact that at the initial stage of the biosorption process, there was more availability and abundance of active sites on the surface of the biosorbent. After this time, these sites are occupied and the remaining vacant active biosorption sites decrease.
Effect of contact time on biosorption of dyes onto Aspergillus parasiticus CBS 100926T.
Effect of contact time on biosorption of dyes onto Aspergillus parasiticus CBS 100926T.
The kinetic constants and the values of R2 are presented in Table 3. As presented in Table 3, the correlation coefficient values were high, from which it could be concluded that the pseudo-second-order model could well describe the biosorption kinetics and their calculated qe values agreed well with the experimental qe values.
Kinetic biosorption parameters at 298 K
Model . | CR . | MB . | BF . | MGO . | SB . | PR . |
---|---|---|---|---|---|---|
Kinetic | ||||||
qe, exp (mg/g) | 78.72 | 73.07 | 42.72 | 35.00 | 24.29 | 6.25 |
Pseudo-first-order | ||||||
k1 (1/min) | 0.0569 | 0.0613 | 0.0615 | 0.0463 | 0.0525 | 0.0207 |
qe1,cal (mg/g) | 17.49 | 22.41 | 28.47 | 25.73 | 22.05 | 04.59 |
R2 | 0.908 | 0.978 | 0.970 | 0.891 | 0.901 | 0.980 |
Pseudo-second-order | ||||||
k2 (g/mg.min) | 0.0070 | 0.0050 | 0.0023 | 0.0020 | 0.0018 | 0.0153 |
qe2,cal (mg/g) | 78.13 | 72.99 | 44.25 | 35.46 | 25.97 | 04.90 |
R2 | 0.999 | 0.998 | 0.987 | 0.967 | 0.942 | 0.973 |
Model . | CR . | MB . | BF . | MGO . | SB . | PR . |
---|---|---|---|---|---|---|
Kinetic | ||||||
qe, exp (mg/g) | 78.72 | 73.07 | 42.72 | 35.00 | 24.29 | 6.25 |
Pseudo-first-order | ||||||
k1 (1/min) | 0.0569 | 0.0613 | 0.0615 | 0.0463 | 0.0525 | 0.0207 |
qe1,cal (mg/g) | 17.49 | 22.41 | 28.47 | 25.73 | 22.05 | 04.59 |
R2 | 0.908 | 0.978 | 0.970 | 0.891 | 0.901 | 0.980 |
Pseudo-second-order | ||||||
k2 (g/mg.min) | 0.0070 | 0.0050 | 0.0023 | 0.0020 | 0.0018 | 0.0153 |
qe2,cal (mg/g) | 78.13 | 72.99 | 44.25 | 35.46 | 25.97 | 04.90 |
R2 | 0.999 | 0.998 | 0.987 | 0.967 | 0.942 | 0.973 |
Equilibrium modelling
The biosorption capacity for AP at different initial dye concentrations process is shown in Figure 3. The uptake amounts of dye increased with increasing initial dye concentrations up to 50 mg/L for CR, MB, BF, MGO, SB and to 30 mg/L for PR dyes, respectively it remained unchanged by further increase in initial dye concentrations. These results suggest that the available sites on the biosorbent are the limiting factor for dye biosorption.
Biosorption equilibrium isotherms of dyes onto Aspergillus parasiticus CBS 100926T.
Biosorption equilibrium isotherms of dyes onto Aspergillus parasiticus CBS 100926T.
Table 4 shows the adsorption isotherms and the predicted isothermal parameters, respectively. The biosorption isotherm data were characterized perfectly by the Langmuir isotherm model. Regarding the Freundlich isotherm, the value of the n constant, falling in the range of 1–10, also showed a suitable biosorption process (Deniz & Kepekci 2017). However, the values of correlation coefficients indicate that the data are not well correlated to the Freundlich model compared to the Langmuir correlation coefficients.
Isotherm parameters for the dyes' biosorption by the biomass Aspergillus parasiticus CBS 100926T
Sample . | Aspergillus parasiticus . | |||||
---|---|---|---|---|---|---|
Dye . | CR . | MB . | BF . | MGO . | SB . | PR . |
Langmuir | ||||||
qm (mg/g) | 131.58 | 63.29 | 58.48 | 50.76 | 33.33 | 10.81 |
KL (L/mg) | 0.097 | 0.172 | 0.050 | 0.039 | 0.050 | 0.029 |
R2 | 0.980 | 0.935 | 0.985 | 0.991 | 0.987 | 0.991 |
Freundlich | ||||||
KF (mg/g) (mg/L)1/n | 12.48 | 9.52 | 3.64 | 2.51 | 2.34 | 0.53 |
n | 1.62 | 1.56 | 1.47 | 1.42 | 1.61 | 1.57 |
R2 | 0.909 | 0.926 | 0.963 | 0.974 | 0.971 | 0.943 |
Sample . | Aspergillus parasiticus . | |||||
---|---|---|---|---|---|---|
Dye . | CR . | MB . | BF . | MGO . | SB . | PR . |
Langmuir | ||||||
qm (mg/g) | 131.58 | 63.29 | 58.48 | 50.76 | 33.33 | 10.81 |
KL (L/mg) | 0.097 | 0.172 | 0.050 | 0.039 | 0.050 | 0.029 |
R2 | 0.980 | 0.935 | 0.985 | 0.991 | 0.987 | 0.991 |
Freundlich | ||||||
KF (mg/g) (mg/L)1/n | 12.48 | 9.52 | 3.64 | 2.51 | 2.34 | 0.53 |
n | 1.62 | 1.56 | 1.47 | 1.42 | 1.61 | 1.57 |
R2 | 0.909 | 0.926 | 0.963 | 0.974 | 0.971 | 0.943 |
The considered biomass has not been previously tested as a biosorbent and hence there is a lack of literature data in view of comparison to the results of this study. However, Table 5 gives a comparison of the maximum adsorption capacity of A. parasiticus with recent studies of some other adsorbents reported in literature. According to the data presented in Table 5, in general the maximum biosorption capacity of dye onto A. parasiticus biomass is one of the highest among biomasses. Meanwhile, other materials in the literature showed high adsorption, as reported in many studies (Arabkhani & Asfaram 2019; Afshariani & Roosta 2019; Georgin et al. 2020). The availability and cost effectiveness of Aspergillus parasiticus could provide an inexpensive source of biosorbents for sequestering toxic dyes from industrial effluents.
Comparison of maximal adsorptive capacity (qm) of the biomass of Aspergillus parasiticus CBS 100926T
Biosorbents . | pH . | Dye . | qm (mg/g) . | References . |
---|---|---|---|---|
Aspergillus parasiticus 100926T | 8.2 | MB | 63.29 | Present work |
Crosslinked chitosan mushroom bio-composite | 7.0 | MB | 40.11 | Yildirim (2020) |
Scenedesmus sp. | 9.0 | MB | 87.69 | Afshariani & Roosta (2019) |
Aspergillus parasiticus 100926T | 4.5 | CR | 131.58 | Present work |
Antigonon leptopus | 5.0 | CR | 18.18 | Sri Devi et al. (2020) |
Eichhornia crassipes | 9.0 | CR | 05.18 | Roy & Mondal (2019) |
Aspergillus parasiticus 100926T | 8.0 | BF | 58.48 | Present work |
Powdered mandacaru leaves | 8.0 | BF | 398.9 | Georgin et al. (2020) |
Eggshell membrane | 6.0 | BF | 48 | Bessashia et al. (2020) |
Aspergillus parasiticus 100926T | 8.5 | MGO | 50.76 | Present work |
Three D MBCNF/GOPA | 7.0 | MG | 270.27 | Arabkhani & Asfaram (2019) |
Lannea coromandelica | 8.3 | MG | 50 | Mate et al. (2020) |
Aspergillus parasiticus 100926T | 8.0 | SB | 33.33 | Present work |
Aspergillus parasiticus 100926T | 7.5 | PR | 10.81 | Present work |
Biosorbents . | pH . | Dye . | qm (mg/g) . | References . |
---|---|---|---|---|
Aspergillus parasiticus 100926T | 8.2 | MB | 63.29 | Present work |
Crosslinked chitosan mushroom bio-composite | 7.0 | MB | 40.11 | Yildirim (2020) |
Scenedesmus sp. | 9.0 | MB | 87.69 | Afshariani & Roosta (2019) |
Aspergillus parasiticus 100926T | 4.5 | CR | 131.58 | Present work |
Antigonon leptopus | 5.0 | CR | 18.18 | Sri Devi et al. (2020) |
Eichhornia crassipes | 9.0 | CR | 05.18 | Roy & Mondal (2019) |
Aspergillus parasiticus 100926T | 8.0 | BF | 58.48 | Present work |
Powdered mandacaru leaves | 8.0 | BF | 398.9 | Georgin et al. (2020) |
Eggshell membrane | 6.0 | BF | 48 | Bessashia et al. (2020) |
Aspergillus parasiticus 100926T | 8.5 | MGO | 50.76 | Present work |
Three D MBCNF/GOPA | 7.0 | MG | 270.27 | Arabkhani & Asfaram (2019) |
Lannea coromandelica | 8.3 | MG | 50 | Mate et al. (2020) |
Aspergillus parasiticus 100926T | 8.0 | SB | 33.33 | Present work |
Aspergillus parasiticus 100926T | 7.5 | PR | 10.81 | Present work |
CONCLUSION
In this study, pH, initial dye concentration and contact time were optimized for each dye. Biosorption of dye molecules by an adsorbent could be through electrostatic interaction, chemical binding or by a combination of all processes. The adsorption isotherm fitted well to the Langmuir model and the kinetics of adsorption fitted best to the pseudo-second-order model. The adsorption capacities of Aspergillus parasiticus for dye molecules vary according to the sequence: PR < SB < MGO < BF < MB < CR. The maximum biosorption capacity was 131.58 mg/g. Results indicate that Aspergillus parasiticus can provide an efficient and cost-effective technology for eliminating dyes from aqueous solution.
DATA AVAILABILITY STATEMENT
All relevant data are included in the paper or its Supplementary Information.