3.1. Identification of fungus
The fungal species, isolated from soil was identified as Aspergillus neoalliaceus (GenBank Number: MH279421.1), based on the ITS regions/18S rRNA sequence. Aspergillus is a cosmopolitan genus of fungi that can live in a wide variety of environments [16].
3.2. FTIR analyses
FTIR spectrums of lead-loaded and unloaded fungal masses are given in figure 2. the broadband ranging from 3600 to 3000 may cause by the overlap of -OH and -NH stretching vibrations. The absorbance peaks from 3000 to 2800 cm-1 are belonged to -CH and -CH2 stretching vibrations. The peaks from 2363 to 2335 may represent –C C– symmetry [17]. Absorbance peaks at 1742 (a) and 1743 (b) cm -1 may be attributed to C=O stretching vibrations. The adsorption band at 1643 cm-1(a) that was shifted to 1632 cm-1(b) after Pb2+ biosorption may be attributed to the C=O groups of primary amides playing a role in biosorption processes [13]. Amino and carboxyl groups play a major role in binding processes [18]. The band was observed at 411 cm-1 wavelengths, in lead-loaded biomass (b) may belong to the Pb-O stretching [19].
3.3. Effect of pH on biosorption
The pH of aqueous solutions is perhaps the most important factor for adsorption and biosorption studies. The pH value of the medium influences the ionization of functional groups (amino, phosphate, and carboxyl groups) on the cell wall [20]. In addition, the chemistry of the aqueous solution is closely related to the concentration of hydrogen ions in the environment. At high pH values, the solubility of heavy metals decreases significantly [10]. As depicted in Figure 3, little or no metal uptake was observed below pH 4.0. The maximum uptake capacity of Pb2+ biosorption was attained at pH 5.0 (19.49 mg/g). Low Pb2+ biosorption capacities were obtained at pH values less than 4.0 due to the protonation of functional groups on the cell wall [21]. Since the hydrogen ion concentration is high at low pH values, these ions compete with metal ions for active metal-binding regions. [20]. Hence adsorption capacity decreases with increasing H+ ions. The decrease in metal uptake at pH 6-7 can be explained by the formation of hydroxylated complexes of lead ions that compete with metal ions for active sites. [22]. Lead removal capacity of Oceanobacillus profundus increased with increasing pH up to pH 5 and then decreased [9]. The high yield of Pb2+ biosorption capacity with Moringa oleifera was observed in the range of pH 4-6 values [17]. Another study reported that the maximum lead removal was observed at pH 5 [23]. The different study reported that maximum Pb2+ biosorption with Penicillium cryosogenum was observed at pH 6 [24].
The heat-inactivated Aspergillus neoalliaceus biomass gains a negative charge at pH 5 (Fig. 1). The sudden increase in the metal uptake capacity of the biosorbent above pH 3 shows the importance of the surface charge. When fungus-based sorbent negatively charged at pH 5, biosorption of lead was reached maximum value. Although the biosorbent is negatively charged above pH 5, a decrease in its biosorption capacity was observed. A previous study attributed the decrease in lead adsorption over pH 5 to the hydroxylated lead compounds formed [22].
3.4. Effect of biomass dose
The dosage effect of A. neoalliaceus mass on the removal rate and Qe were studied by varying the biomass concentrations ranging from 5 to 50 mg by keeping pH and the volume of the medium solution constant. The maximum biosorption efficiency was obtained with 1000 mg/L A. neoalliaceus biomass dosage. The biosorption capacity of Pb2+ ions was decreased with increasing biomass dosage in the solution. Contrary to biosorption capacity, the removal of heavy metal increases with increasing biomass dose (Fig. 4). The biosorption performance of divalent cations of Nickel, Copper, and Zinc decreased with increasing biomass amount in the solution. Also, the removal percentage of metals increased with increasing fungal biomass [25]. The increase in the removal percentage of heavy metal with increasing biomass can be attributed to an increase in the number of metal-binding active regions. In this study, maximum Pb2+ removal (93%) was achieved with a 1000 mg/L biomass dosage.
3.5. Effect of contact time and Kinetics
The altering lead concentration versus time is given in Figure 5, rapid biosorption was seen within the first 10 minutes. Nearly 85% of the lead ions in the medium were adsorbed the first 30 minutes and equilibrium was reached within 60 minutes. The rapid adsorption of lead was observed in the early stage because of an abundance of the active binding site on biosorbent, with lead ions binding with active sites, biosorption efficiency was decreased in the later stage [22] Another study showed that 95% of lead ions are adsorbed within the first 60 minutes [23].
The validity of each model was evaluated by R Squared value (R2). The kinetics of Pb 2+ biosorption onto heat-treated Aspergillus neoalliaceus biomass fits better to the pseudo-second-order kinetic model at pH 5 (Fig. 6). The values of pseudo-first-order and pseudo-second-order model parameters were given in Table 1.
Table 1. The first and second order kinetic model parameters
Pseudo-first order
|
Pseudo-second order
|
Qe (mg/g)
|
k1 (min -1)
|
R2
|
Qe (mg/g)
|
k2 (g/mg/min)
|
R2
|
13.34
|
0.00028
|
0.873
|
22.37
|
0.0058
|
0.998
|
|
|
|
|
|
|
|
The theoretical Qe was found as 22.37 mg/g from the slope of the linear line. This value was determined as 22.47 mg/g experimentally. The theoretical Qe calculated for the pseudo-first-order was found to be 13.34, apparently quite far from the experimental Qe value. A different study reported that biosorption of lead with Pleurotus ostreatus biomass obeyed the pseudo-second-order kinetic model [26]. In another study, it has been reported that the pseudo-second-order kinetic model better explains the lead sorption phenomenon with Penicillium simplicissimum [20]
3.6. Effect of initial lead concentration
The lead uptake efficiency of fungal mass increased with increasing heavy metal concentration in the solution and achieved saturation at 40 mg/L Pb2+ concentration (Fig. 7). The higher metal concentrations provide an impetus for processes involving biosorbent and aqueous phase transfers [27]. In this study, the highest metal uptake was observed at 40 mg/L initial metal concentration (29.95 mg/g).
3.7. Isotherms
The Freundlich and Langmuir isotherms models are two models that are widely used to explain biosorption mechanisms. The Freundlich equation is the oldest equation used to explain the adsorption phenomenon on heterogeneous surfaces [28]. The Freundlich adsorption isotherm explains the heterogeneous and multi-layered adsorption on the adsorbate surface [29]. The Langmuir adsorption isotherm explained the assumption of a fixed number of binding sites, no interaction between adsorbate molecules, all binding sites have the same energy level and monolayered adsorption [28].
According to experimental data, biosorption of Pb2+ better fit Langmuir isotherm (R2: 0.995) than Freundlich isotherm (R2:0.898) at pH 5. Constants of isotherms were given in Table 2.
Table 2. Constants of isotherm models
Langmuir constants
|
Freundlich constants
|
Qmax (mg/g)
|
KL (L/mg)
|
R2
|
KF (L/g)
|
n
|
R2
|
32,05
|
0.69
|
0.995
|
10.86
|
1,93
|
0.898
|
In a study with activated carbon obtained from plant material, it was reported that lead adsorption followed the Langmuir isotherm [30]. Similar results were obtained with Rhodococcus opacus (bacteria) and Lepiota hystrix (fungus) [23, 31]. On the other hand, a recent study reported that biosorption of lead with Simplicillium chinense was obeyed Langmuir isotherm model [32].