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Article

Biosorption and Bioleaching of Heavy Metals from Electronic Waste Varied with Microbial Genera

by
Preetiman Kaur
1,
Shivani Sharma
1,*,
Fawziah M. Albarakaty
2,*,
Anu Kalia
3,*,
Mohamed M. Hassan
4 and
Kamel A. Abd-Elsalam
5
1
Department of Microbiology, College of Basic Sciences and Humanities, Punjab Agricultural University, Ludhiana 141004, India
2
Department of Biology, Faculty of Applied Science, Umm Al-Qura University, Makkah Al Mukarramah P.O. Box 715, Saudi Arabia
3
Electron Microscopy and Nanoscience Laboratory, Department of Soil Science, College of Agriculture, Punjab Agricultural University, Ludhiana 141004, India
4
Department of Biology, College of Science, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia
5
Plant Pathology Research Institute, Agricultural Research Centre, Giza 12619, Egypt
*
Authors to whom correspondence should be addressed.
Sustainability 2022, 14(2), 935; https://doi.org/10.3390/su14020935
Submission received: 11 December 2021 / Revised: 7 January 2022 / Accepted: 10 January 2022 / Published: 14 January 2022
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Abstract

:
Industrialization and technological advancements have led to the exploitation of natural resources and the production of hazardous wastes, including electronic waste (E-waste). The traditional physical and chemical techniques used to combat E-waste accumulation have inherent drawbacks, such as the production of harmful gases and toxic by-products. These limitations may be prudently addressed by employing green biological methods, such as biosorption and bioleaching. Therefore, this study was aimed at evaluating the biosorption and bioleaching potential of seven microbial cultures using E-waste (printed circuit board (PCB)) as a substrate under submerged culture conditions. The cut pieces of PCB were incubated with seven microbial cultures in liquid broth conditions in three replicates. Atomic absorption spectroscopy (AAS) analysis of the culture biomass and culture filtrates was performed to evaluate and screen the better-performing microbial cultures for biosorption and bioleaching potentials. The best four cultures were further evaluated through SEM, energy-dispersive X-ray spectroscopy (EDX), and sodium dodecyl sulfate polyacrylamide gel electrophoresis (SDS-PAGE) studies to identify the possible culture that can be utilized for the biological decontamination of E-waste. The study revealed the highest and differential ability of Pleurotus florida and Pseudomonas spp. for biosorption and bioleaching of copper and iron. This can be attributed to bio-catalysis by the laccase enzyme. For both P. florida and Pseudomonas spp. on the 20th day of incubation, laccase exhibited higher specific activity (6.98 U/mg and 5.98 U/mg, respectively) than other microbial cultures. The biomass loaded with Cu2+ and Fe2+ ions after biosorption was used for the desorption process for recovery. The test cultures exhibited variable copper recovery efficiencies varying between 10.5 and 18.0%. Protein characterization through SDS-PAGE of four promising microbial cultures exhibited a higher number of bands in E-waste as compared with microbial cultures without E-waste. The surface topography studies of the E-waste substrate showed etching, as well as deposition of vegetative and spore cells on the surfaces of PCB cards. The EDX studies of the E-waste showed decreases in metal element content (% wt/% atom basis) on microbial treatment from the respective initial concentrations present in non-treated samples, which established the bioleaching phenomenon. Therefore, these microbial cultures can be utilized to develop a biological remediation method to manage E-waste.

1. Introduction

Advanced technological devices, including mobile phones, laptops, fitness trackers, and Wi-Fi modems, have been indispensable commodities for urban and peri-urban dwellers. However, increased use and eventual disuse, followed by the discarding of these devices into landfills, has brought another environmental concern to the forefront: electronic waste (E-waste) [1]. E-waste consists primarily of various components of discarded electronic products, such as printed circuit boards (PCBs), printers, photocopiers, television sets, refrigerators, and mobile phones that are broken beyond repair or are technologically obsolete [2]. It consists of large quantities of heavy metals, including arsenic, antimony, cadmium, chromium, copper, iron, lead, mercury, zinc, and certain organic contaminants [3]. E-wastes are non-biodegradable, and hence get accumulated in the soil and water, causing a serious threat to living organisms and the ecosystem. Most of these heavy metals, even at very low concentrations, are highly toxic and impose serious damage to living organisms by entering the food chain [4]. As the higher internet penetration has led to increased E-waste generation in the developing countries, the problem is compounded due to financial constraints and lack of environmental regulations in these countries leading to dumping of the E-waste in landfills without proper treatment [5]. To save the ecosystem from getting contaminated, there is a dire need to create awareness for extracting useful metals present in the E-waste.
Different physicochemical approaches, such as incineration, landfill dumping, chemical oxidation, reduction, adsorption, and precipitation have been adopted to minimize the effects of E-waste but these methods possess certain drawbacks and limitations [6,7,8,9,10,11,12,13,14] (Supplementary Table S1). Therefore, there is a strong need to identify alternate efficient, cost-effective, and eco-friendly methods for extracting metals from E-waste. The biological E-waste management approach involves the conversion of toxic substances to non-toxic forms by utilizing natural metabolic bioprocesses of microorganisms [15]. Microbes are capable to extract the heavy metals from complex compounds such as dye molecules and coordinate complexes [16]. They possess diverse and effective metabolic pathways, which are used as electron acceptors during fermentation processes [17].
Biosorption and bioleaching are some of the main strategies that involve the ability of microbes to adsorb and recover heavy metals [18,19]. These processes require interaction between living or dead microorganisms and metals (as ions, salts, compounds, complexes) in the systems to clean up the polluted sites [20]. Both living and dead microbial biomass can be used for the biosorption of metal ions. Microbial cell walls contain diverse components that have different functional groups, such as imidazole, thioether, sulfonate, carbonyl, sulfhydryl, carboxyl, phosphodiester, phenolic, imine, and phosphate groups that are required for sequestering metal ions present in the E-waste [18]. Different bacteria (Thiobacillus spp., Pseudomonas spp., Bacillus spp.) and fungi (Aspergillus spp., Penicillium spp., Pleurotus florida, Lentinula edodes, Ganoderma lucidum, and Trametes versicolor) were evaluated for the remediation of E-waste. One of the studies found that about 100% of copper could be recovered in just 2 h from 5 g/L PCBs through the bioleaching phenomenon by the application of a bacteria-free cultural supernatant (Leptospirillum ferriphilum and Sulfobacillus thermosulfidooxidans) [21]. Similarly, Trivedi et al. [22] reported in their study that there was a marginal increase in the bioleaching of Cu (5%) and Ni (4%) metals from PCBs by the Aspergillus culture. Therefore, microorganisms do exhibit the ability to convert solid metallic compounds present in the E-waste to their soluble and extractable forms [23].
Bacteria are considered important absorbing agents due to their unique size, rapid growth under controlled conditions, and adaptability toward environmental conditions [24]. While fungal hyphae act as effective accumulators of heavy metals due to their large surface area–volume ratio [25]. Microbes also possess certain characteristics that allow them to degrade oxidoreductase enzymatic complexes, such as the laccase enzyme complex, which plays a unique role in diverse remediation applications. Microbes require laccase as a prominent multicopper oxidase enzyme involved in the oxidation of phenolic compounds, such as liganols and flavanoids. The laccase enzyme system exists both among prokaryotic bacteria (Pseudomonas aeruginosa, Streptomyces spp.) and eukaryotic fungi (Pleurotus florida, Trametes versicolor, Aspergillus niger, Ganoderma lucidum, and Lentinula edodes). Due to its substrate non-specificity, it can help in the detoxification of toxic compounds via oxidative coupling [16]. Thus, these microbial biocatalytic agents play a vital role in leaching different metals from E-waste through the mechanism of biosorption. This mechanism involves the sorption of metal species inside the cell to help with the remediation of heavy metal ions from E-waste in a cost-effective and eco-friendly manner. Hence, the present study aimed to use certain microorganisms with laccase-dependent bio-catalysis potential to accomplish the bioleaching and biosorption of metal ions from E-waste. As laccases are efficient on a wide range of substrates without cofactors, in most cases, the addition of Cu2+, Cd2+, Ni2+, Mo2+, and Mn2+ ions increase the activity of laccases [26]. Therefore, the secretion of this enzyme extracellularly in the presence of E-waste (metal ion source) can be used as an indirect and easy approach to compare the bioleaching of metal ions before and after the treatment of E-waste with different laccase-producing microorganisms (Supplementary Table S2) [27,28,29]. This approach can provide a more efficient remediation strategy for metal ion recovery from E-waste.

2. Materials and Methods

2.1. Collection of E-Waste Samples

Electronic waste, including printed circuit boards (PCBs) of out-of-use computers, was collected from a local recycling unit and dump yards of electronic waste located at Kochar Market, Ludhiana, India. These PCBs were thoroughly washed and cleaned to remove dust and any other adhering deposits.

2.2. Treatment of the E-Waste for Metal Content Analysis

The metal element content of each PCB was quantified by performing an AAS analysis of the PCBs. Each PCB was incubated with 10.0 M NaOH solution for 48 h to remove the chemical coating. This was followed by washing under running water to eliminate the solder. Later, contents were dried in a tray dryer for 40 min and milled in an impact pulverizer to obtain the powder. This powder was sieved through a 120 µm pore size filter for estimation of the number of metal elements present in the untreated E-waste using AAS [30].

2.3. Screening of Microorganisms for E-Waste Remediation

  • Procurement of microbial cultures: Seven microbial cultures, viz. Lentinus edodes, Pleurotus florida, Ganoderma lucidum, Aspergillus niger, Trametes versicolor, Streptomyces spp., and Pseudomonas spp., were analyzed for their biological remediation potential. These microbial cultures were procured from the culture repository of the Department of Microbiology, Punjab Agricultural University (PAU), Ludhiana. All the experiments were performed at Dr. H.S. Garcha Mushroom Laboratories, PAU, Ludhiana.
  • Preparation of the culture media: The PCB samples were cut into small pieces (25.0 × 15.0 × 1.1 mm). A known weight of the PCB (5.0 g) was washed 4–5 times with distilled water, followed by ethanol washing, and then it was placed in liquid minimal broth (mushroom minimal media (for fungal cultures) and bacterial minimal media (M9 media; for bacterial cultures)). The composition of the mushroom minimal media (in g L−1) was: L-asparagine (1.60), D-glucose (20.0), magnesium sulfate heptahydrate (0.5), di-potassium hydrogen phosphate (1.0), potassium dihydrogen ortho-phosphate (0.46), and thiamine hydrochloride (0.125); pH 6.5. The bacterial minimal media composition had the following components (in g L−1): glucose (20), disodium hydrogen phosphate heptahydrate (33.9), potassium dihydrogen ortho-phosphate (15.0), ammonium chloride (5.0), and sodium chloride (2.5); pH 7.2. The pH of the media used for the growth of the bacterial and fungal cultures were kept at 6.5 and 7.2, respectively. The media were autoclaved at a temperature of 121 °C using steam under pressure (15 pounds per inch square) for 20 min duration.
  • Laccase activity: The sterilized broth containing the known quantity of the E-waste (5 g L−1 of the broth media) was inoculated with different microorganisms and incubated in a rotary shaker incubator at an appropriate temperature (fungal cultures 25 ± 2 °C; bacterial cultures 27 ± 2 °C). Control broth (without E-waste) was also inoculated with the microbial cultures. The specific activity of the laccase enzyme was performed using buffered guaiacol and measured at intervals of 4 days up to 24 days of incubation [31].

2.4. Biosorption and Bioleaching Experiment

The bioleaching potential of the cultures was assayed on the 8th day of incubation, while the biosorption potential of the microbial cultures was evaluated on the 20th day of incubation. The specific days of incubation for the bioleaching and biosorption assays were identified based on the maximum laccase activity.
Broth (1 mL) was inoculated with seven microbial cultures in different flasks, along with a control containing leached metal ions, was digested for 24 h with 20 mL of aqua-regia solution (35% HCl and 70% high-purity HNO3 in a 3:1 ratio). The centrifugation of the digested solution was performed for 15 min at 5000 rpm. Then, the digested solution was filtered through a 0.45 µm membrane filter.
A biosorption assay was performed by weighing the dried biomass (1.0 g) of all microbial cultures. The samples were digested with 15.0 mL of aqua regia (35% HCl and 70% high-purity HNO3 in a 3:1 ratio) at 70 °C till the solution became transparent. The resulting solution was filtered through Whatman filter paper no. 42 and diluted using deionized water. Sample solutions were analyzed for concentrations of Cu and Fe.
Element (mg/kg) = (µg/mL in sample solution) × (dilution factor) × (total volume of solution)/(sample weight in kg).

2.5. Desorption Experiment

After biosorption, the copper and iron ions retained by the microbial biomass were desorbed by treatment with 50.0 mL of 0.05 M nitric acid. The samples were stirred in an orbital shaker at 160 rpm for 24 h. The mixture was filtered and washed with distilled water and the filtrate was used for determining the concentration of desorbed copper and iron ions.
The desorption of copper and iron (Qde) and the rate of desorption (%) were calculated using the following equation [32]:
Q d e m g k g = C 1 V / W
Rate of desorption (%) = Q de Q e × 100 , where Qde is the amount of desorbed Cu+2 and Fe2+ ions (mg kg−1), V is the volume of desorption solution (L), C1 represents the metal ion concentration present in the filtrate (mg L−1), W is the quantity of dry biomass (kg), and Qe is the amount of sorption of metal ions.

2.6. Morphological and Protein Profiling Alterations of PCBs Post Microbial Incubation for Screened Microbial Isolates

  • Electron microscopy analysis: The scanning electron microscopy (SEM) analysis of the PCB samples in minimal broth inoculated with different microbial cultures involving Pleurotus florida, Trametes versicolor, Aspergillus niger, and Pseudomonas spp. was performed after 20 days of incubation. Post 20 days of incubation, the PCB samples were removed from the minimal broth, washed three times with phosphate buffer saline (PBS) to remove any loosely adhering substances, soaked in 4% glutaraldehyde for 2 h, immersed in 3% paraformaldehyde for 1 h, successively dehydrated in ethanol series, and dried out overnight. The processed samples were analyzed using Environmental SEM (Quanta-200, FEI, Hilsboro, Oregon, US) at 10 kV accelerating voltage to obtain SE micrographs.
  • Protein profiling of microbial cultures through sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE): Based on the AAS results, the best four screened cultures were used for protein profiling via SDS-PAGE. These cultures were inoculated in the liquid medium with E-waste and without E-waste (as control). In the case of bacteria on the 20th day, the microbial biomass was separated via centrifuging the culture contents at 6000 rpm for 30 min. For fungal cultures, the biomass was collected via centrifuging the contents at 3000 rpm for 20 min. The SDS-PAGE was performed according to the method described by Laemmli for estimating the expression of proteins with a 12% polyacrylamide gel [33].

2.7. Statistical Analysis

All the experiments including the laccase activity, bioleaching, and biosorption studies were performed using three replicates. The data were analyzed by using a proc generalized linear model in SAS software (Version 9.2, Cary, NC, USA). The average mean and standard error were calculated for the AAS studies.

3. Results

3.1. Metal Content Analysis of PCB

In this study the metal contents of the PCB samples were estimated through AAS is presented in Table 1. The most abundant elements included copper and iron elements, with contents in a range of 268.6 and 179.4 mg g−1, respectively, which were similar to already reported concentrations (Cu: 275.5 mg g−1, Fe: 63.7 mg g−1 [34]). But Waldir et al. [35] have sparingly reported the occurrence of elements other than Cd, Ag and Pb. Furthermore, another report by Shah et al. [36] indicated the predominance of copper (360 mg g−1) and iron (10.50 mg g−1) elements. However, other reports presented a predominance of metals elements other than copper and iron. The variability in the metal content concentrations may be attributed to the type of PCB E-waste sample, which may have been different in these studies.

3.2. Screening for Identification of Potential Microbial Cultures

3.2.1. Laccase Activity

Most of the laccases are extracellular; hence, it is easy to identify and purify these enzymes [38]. The laccases get activated in the presence of metal elements, particularly Cu [39]. A broth study involving the estimation of the laccase enzyme activity was carried out for enumerating the effect of leached metal ions on enzymatic activity. Therefore, in this study, E-waste served as an inducer for enhancing the laccase activity due to the presence of metal elements in the PCB cards. Among the fungal and bacterial genera, Pleurotus florida and Pseudomonas spp. exhibited the highest laccase activities of 6.98 and 5.98 U/mg of protein, respectively, on the 20th day of incubation in E-waste supplemented minimal medium (Figure 1). Overall, there was an approximately 2.9-fold increase in the laccase activity of the microbial cultures in the presence of PCBs up to 20 days of incubation.

3.2.2. Biosorption and Bioleaching Assay

The AAS analysis was performed to identify the extent of change in the concentrations of different metal ions in the presence and absence of microbial cultures in the broth (bioleaching) and the biomass (biosorption). An increase in the concentration of metals in the treated broth reflected the leaching of metals from the E-waste. Pleurotus florida showed the maximum bioleaching of copper (44.30 mg L−1), followed by Pseudomonas spp. (42.06 mg L−1). Pseudomonas spp. showed the maximum bioleaching for iron (46.33 mg L−1; Table 2). Biosorption of copper and iron was also analyzed using elemental analysis of the mycelium/microbial growth through AAS on the 20th day of incubation. Pleurotus florida and Pseudomonas spp. followed the same trend as observed in the bioleaching of broth studies (Table 2). Pleurotus florida biosorbed 97.26 mg kg−1 of copper and 94.13 mg kg−1 of iron, whereas Pseudomonas showed increased Fe biosorption as compared to copper, i.e., 98.00 and 96.20 mg kg−1, respectively. Overall, approximately 35% of the biosorption of Cu and 30% biosorption of Fe were performed by the best-screened microbes (P. florida and Pseudomonas spp.).

3.2.3. Desorption of Copper and Iron Ions by Different Microbial Cultures

The biomass loaded with Cu2+ and Fe2+ ions after biosorption was used for the desorption process. The test cultures exhibited variable copper recovery efficiencies varying between 10.5% and 18.0% in the following order: P. florida (18.0%) > Pseudomonas spp. (16.6%) > A. niger (15.2%) > Streptomyces spp. (15.0%) > G. lucidum (14.6%) > T. versicolor (13.2%) > L. edodes (10.5%), as shown in Table 3. Therefore, the maximum copper recovery efficiency was recorded for Pleurotus florida, followed by Pseudomonas spp. Similar to the copper recovery efficiency, the highest recovery efficiency for iron was also obtained for these two cultures. However, the order was reversed, with Pseudomonas spp. (13.6%) showing maximum value, followed by P. florida (12.4%). Overall, all the test cultures exhibited iron recovery efficiency varying from 9.0 to 13.6%.

3.3. Morphological and Protein Profile Alterations in the Screened Microbial Genera

3.3.1. Scanning Electron Microscopy Analysis

The alteration in the surface topography of the PCB E-waste can be considered as an effective tool for monitoring the heavy metal adsorption on the cell surface. Therefore, SEM studies of the surface of the electronic waste samples after incubation with different microbial cultures can show colonization of the test cultures to form adsorbing biofilm-like structures and the extent of etching of the sample PCB card surfaces. The SE micrographs indicated the differential ability of the inoculated cultures regarding the occurrence of various vegetative and spores cells in comparison to the sample surface in the un-inoculated control treatment (Figure 2). The un-inoculated control (Figure 2a) exhibited no microbial growth on the surface of the computer printed circuit boards (PCB) samples, as indicated by the appearance of a uniform, relatively smooth surface topography with an absence of aggregates or deposits, pits, or depressions on the surface of the E-waste sample. The conspicuous occurrence of rod-shaped (Pseudomonas spp.) cells can be seen in Figure 2b. These cells appear to be embedded in the extracellular matricular substance that could have originated due to the production of extracellular polysaccharides by the bacteria required for the attachment of the cells to the surface of the E-waste sample. Among the fungal cultures evaluated for the growth and etching of E-waste samples, the sample surface of the prominent cultures, i.e., Aspergillus niger, Pleurotus florida, and Trametes versicolor, were observed under SEM. The PCB sample incubated with the Aspergillus niger fungal culture exhibited a sample surface studded with fungal spores. The sample surface also indicated the occurrence of hyphal network surrounded by spores (broken arrows in panel c of Figure 2) and conspicuous granular deposits (solid arrow in panel c of Figure 2), indicating biosorption followed by precipitation of the heavy metals.

3.3.2. SEM–Energy-Dispersive X-ray Spectroscopy (SEM-EDX) Analysis

SEM-EDX elemental analysis revealed decreased amounts of certain elements (in percent atom or percent weight) due to incubation of E-waste with different types of microbial cultures in comparison to un-inoculated samples. The presence of prominent peaks of copper (Cu) and iron (Fe) in the EDX report of untreated PCB samples (Figure 3a) can be noticed. However, the absence of these peaks in PCB treated with Pseudomonas spp. was noted (Figure 3b). The EDX studies for PCBs inoculated with Aspergillus niger, Pleurotus florida, and Trametes versicolor showed that copper (Cu), iron (Fe), and lead (Pb) concentrations were decreased from their respective initial concentrations present in non-treated samples. Decreased concentrations of these metal ions were further noticed from the absence of prominent peaks in the EDX spectra report (Figure 3c–e), which might have occurred due to the detoxification process affected by the abovementioned fungal cultures through bioleaching of these metal ions, followed by the biosorption of leached ions. Biosorption might have occurred through ion exchange or the adsorption of metal.

3.3.3. Protein Profiling through SDS-PAGE

The protein expression profiling of the best screened microbial cultures (Pleurotusflorida, Trametes versicolor, Aspergillus niger, and Pseudomonas spp.) from the previous experiment was carried out through SDS-PAGE. The SDS-PAGE protein banding pattern showed variations in the expressions of proteins in the treated (with E-waste) and untreated (without E-waste) broth cultures with molecular weight ranging from 14.3 to 97.4 kDa (Figure 4). Pleurotus florida showed the maximum number of bands (12 bands) in the presence of E-waste in comparison to untreated culture (without E-waste), while Aspergillus niger and Trametes versicolor showed 10 prominent bands when treated with E-waste (Figure 4).

4. Discussion

E-waste contains a high amount of environmentally toxic heavy metal elements [40,41,42,43] that can be leached and extracted by microorganisms. Microbes exhibit physiological diversity due to production of diverse enzymes, including the laccase enzyme complex. This enzyme requires metal ions as cofactors; hence, the biosorption of these metals stimulates enzyme production. In a broth culture study on Pleurotus ostreatus, Zhu et al. [44] observed >80-fold enhancement in the laccase activity in the presence of copper ions with the highest laccase activity (8533.33 to 1228.94 U/mL) on the 13th day of cultivation compared with the control treatment. Therefore, the enhancement in the enzyme activity might be due to the leaching of metals via oxidation from E-waste in response to metabolic activities of the inoculated microbes over the incubation period. Moreover, the binding of certain metals with enzymes can cause conformational changes in the substrate, which would further enhance the rate of reaction [45]. In our study, E-waste did not act as a substrate for the laccase enzyme; rather, E-waste provided the metal ions as inducers, which played a significant role as cofactors. The present study showed that on the 20th day of incubation, there was a marginal increase in the laccase-specific activity of every microbial culture in comparison to the control. Similarly, Neifar et al. [46] also reported the highest laccase activities (6400 U) post 13 days of incubation in wheat bran medium supplemented with 2.0 mM copper sulfate by fungus Fomes fomentarius. In the present study, the results showed that Pleurotus florida (6.98 U/mg) and Pseudomonas spp. (5.98 U/mg) exhibited greater capacity to express more enzyme activity in the presence of E-waste as compared with other microbial cultures.
The highest laccase enzyme elicitation occurred in presence of copper in white-rot fungi [47]. Copper supplementation (up to 0.5 mM) increased the laccase expression in Pleurotus sajor-caju when grown on industrial effluents [48]. Under solid-state fermentation (SSB) in Trametes versicolor, Cu supplementation in the basal medium induced laccase production [49]. Similarly, in this research, Pleurotus florida and Pseudomonas spp. exhibited increased laccase activity of 6.98 and 5.98 U/mg, respectively, on the 20th day of incubation in E-waste supplemented minimal medium because the E-waste here acted as the source of metal ions, which helped with boosting the enzyme activity.
The study also revealed that the laccase activity depreciated after the 20th day of incubation, indicating the cellular toxicity caused by the metal cations leached from the PCB samples. Further, it can be argued that, as the old cells cannot withstand the toxic effect of certain inducers (such as heavy metals), the enzyme activity started decreasing [50]. Not only Cu, other metal ions, such as manganese (Mn) and zinc (Zn), were also observed to stimulate laccase activity [51]. Copper and cadmium, in addition to binding to certain acid residues in enzyme molecules, can cause oxidative stress to proteins by inducing the production of reactive oxygen species, such as superoxide radicals [52], which could be one of the major reasons for a decrease in the enzyme activity. Thus, it can be concluded from this study that the tested microorganisms with their unique laccase activity possessed an ability to extract or transform a variety of metal ions present in E-waste.
With increased metal ion leaching in the broth, the phenomenon of both bioleaching and biosorption of metal ions increased, as shown in Table 2. This showed that there was enough metal concentration in the broth, which was taken up as nutrients and an energy source by the microbial cultures, further promoting the microbial growth and, hence, laccase enzyme activity. It can also be inferred from the results that microbial cultures exhibited a time-dependent enhancement in their biosorption potential. These results were similar to the findings of Manna et al. [4], who revealed that cadmium (Cd) absorption by Trametes versicolor increased with increased time of exposure. They reported that the fungus absorbed 0.100 mg g−1 of Cd on the second day of exposure and 0.350 mg g−1 of Cd on the 7th day of exposure. In another study, it was reported that Pseudomonas aeruginosa produced various organic acids in a medium that served as leaching agents and absorbed 53% of Cu under optimal conditions [53]. However, in contrast to these results, researchers observed that Streptomyces albidoflavus TN10 was able to recover 68% of Cu and 42% Fe from PCBs after an analysis of bioleaching through ICP-MS [54]. Hence, it can be concluded that microbes possess effective and efficient machinery to capture and incorporate the available metal ions in their cellular biomass.
The desorption studies suggested that desorption and recovery of these ions can be performed under acidic conditions. Thus, the retaining ability of Cu2+ and Fe2+ metal ions indicated the remarkable efficiency of these microbial cultures. In the present study, the maximum copper and iron recovery efficiency was recorded for Pleurotus florida (18.0% and 12.4%, respectively) followed by Pseudomonas spp. (16.6% and 13.6%, respectively) after the desorption of biomass loaded with copper ions. Similar to this study, previously published literature showed the use of a large number of bacteria, fungi, and algae as biosorbent matrixes. Further, it was also reported that the biosorption efficiency depends on the microbial biomass and its composition, which varies between different species [55]. It was observed by other researchers that the fungal mycelial work as efficient biosorbent substrates when the metal concentrations in the experimental milieu are substantially low [56]. Further, their uptake did not exceed 0.24 mmol/g, while bacterial biosorbents have a wider concentration range and their metal uptake was well below 0.87 mmol/g. Desorption and the reuse of the biosorbents are crucial factors for reducing the cost of the overall process. The use of a desorption agent (nitric acid) helps with the desorption of Cu2+ and Fe2+ by hindering the interaction between metals and the binding sites of the biosorbent. In this present research, PCBs (E-waste) were used as the metal ion source, where microbial cultures were adsorbed and used biosorption phenomenon to extract the metal ions. Whereas, in another study [57], researchers used CMC beads, immobilized life, and inactivated biomass of Trametes versicolor and reported that more than 95% of the adsorbed Cu2+, Pb2+, and Zn2+ were desorbed from the biosorbents. Aspergillus lentulus was also found to be an efficient biosorbent for the uptake of Cu2+ ions from industrial effluents [58].
The SEM studies showed the formation of aggregates by the microbial cells around the deposits, which were probably formed due to the etching of heavy metals on the PCB surface, followed by ion exchange and precipitation. The possible mechanism of action of the test bacteria may be biosorption [59]. The results of this study are in agreement with the published reports, which showcased the removal of heavy metals through bacterial biomass via an ion exchange mechanism [60,61]. Likewise, in another study, researchers also discussed the presence of a rough surface of short rods in SEM, which signifies the occurrence of biosorption [62]. Similar to the results presented for A. niger, it was observed that the bioleaching of metals from E-waste circuit boards was efficiently carried out by acidophilic fungi; the presence of precipitated E-waste particles on the surface of the cell wall of Aspergillus niger DDNSI was observed through SEM [63]. The fungus hyphal deposits also indicated deformation and an extended degree of coarseness on their outer surface. Similar hyphal surface coarseness and cell deformation were reported due to the loading of cadmium ions on the surface of two fungal cultures, viz. Paecilomyces lilacinus XLA and Mucoromycote spp. XLC [64]. Another report also indicated the morphological alterations in the fungal hyphae of different strains of Ganoderma lucidum and Volvariella volvaceae in response to incubation with silver and titanium oxide metal salt solutions vis-à-vis nanoparticles [20]. Further, the surface of the spores appeared to have played a role as the adsorbent matrix for the heavy metal etching due to a decrease in the pH of the medium and surroundings [65]. The presence of heavy granular deposits in the SEM image of the sample incubated with the Pleurotus florida indicated etching caused thereof (Figure 2d). The granular deposit appeared to be embedded in the exopolysaccharide matrix secreted by the fungus. A similar study indicated the biosorption of metals by Pleurotus florida from spent mushroom compost, which could be easily seen through the difference in the surface of untreated and treated samples [66]. The smooth surface of the mycelium growth on the spent compost showed that there was biosorption. The growth of Trametes versicolor could be observed as the presence of spores, along with the leached surface of the sample PCB. The porous nature of spores could have helped in the adsorption of the metals leached down in the incubating medium. Similar observations on the alteration in the surface topography of the E-waste scrap before and after bioleaching of metal ions by using an Aspergillus niger strain were recorded with a recovery of about 70% Cu [67]. Further, it was argued that the spores performed a function as a suitable adsorbent possessing a high surface to volume ratio that helped with binding the Cr (VI) ions from an aqueous medium.
The SEM-EDS analysis reflected that there was bioleaching of these elements from the surface of PCBs, followed by the biosorption of etched elements by inoculated Pseudomonas spp. microbial culture. The biosorption might have occurred due to the mechanism of complexation, which involved the formation of certain metal complexes with the groups present on the cell wall surface of the bacteria. These results are in agreement with another study in which researchers observed the destruction of mica through the bioleaching of kaolin and quartz sands by Bacillus cereus bacteria [68]. Their results also reflected the decrease in individual silicate minerals through EDX spectra because of their destruction after bioleaching. Researchers revealed decreases in concentrations of metal ions, such as Cu, Fe, Ca, and K, in E-waste samples when inoculated with Aspergillus niger and Trametes pubescens [69,70]. EDX spectra of the biomass of Macroalgae (Cladophora glomerata) showed that there was an increase in biosorption of manganese and chromium [71].
The protein expression profiling of the screened microbial cultures may be attributed to the leaching of metal ions from E-waste and the sorption of these ions by microbial cultures, which promoted the expression of metal binding genes. Therefore, bioleaching followed by biosorption by the microbial cultures required the expression of several novel proteins that may have diverse roles by acting as a metal ion receptor, transporter, catalyst, and chelator. A similar occurrence of an increased number of protein bands was documented in Aspergillus niger after the absorption of chromium metal ions [72]. The same trend was observed when Bacillus was treated with different concentrations of lead (Pb2+) [73]. Lower molecular weight (<60 kDa) bands were observed only in treated cultures, suggesting the promotion of expression of specific proteins in the presence of metal ions. An increased number of protein bands for Coprinus atramentarius were observed in the presence of cadmium ions [64]. In another study, additional protein bands were expressed when Fomitella fraxinea was inoculated in a medium supplemented with different metal ions [74]. This might have been due to the biosorption of metal ions, followed by the binding of those metal ions to the promoter/enhancer region of the metal–protein gene, leading to the enhanced expression of metal-specific genes. Similar reports on the upregulation of metal-binding genes at the transcription level in response to heavy metals, hormones, cytokines, and physiological and environmental stress were published [75]. Similarly, laccase enzymes of molecular weight 71 kDa was noticed via SDS-PAGE for Tramete spolyzona [76] and 34 to 85 kDa for Pleurotus ostreatus [77] in the presence of different metal ions (lead and copper). Certain inducers, such as copper, manganese, iron, heavy metals, 2,6-dimethoxy-1,4-benzoquinone, H2O2, amphotericin B, syringic acid, tannic acid, Tween 80, soybean oil, aromatic compounds, and microclimatic changes (lower temperature and osmotic pressure) were reported as potential inducers for upregulating the laccase gene expression [78].

5. Conclusions

In the present study, the bacterial and fungal cultures were compared for their efficacy for bioleaching and biosorption of heavy metals from PCB E-waste. Both these phenomena have not been elucidated in any other previous study to compare the overall efficiency of the bacteria vs. fungal genera. In this study, Pleurotus florida and Pseudomonas spp. exhibited the highest and differential abilities for biosorption and bioleaching of copper and iron, which can be attributed to bio-catalysis for laccase enzymes. These test cultures exhibited variable copper recovery efficiencies, varying between 10.5% and 18.0%. Based on the above results, it can be identified that in the presence of leached metal ions from E-waste, these microbial cultures exhibited the expression of proteins not observed in the control culture treatment. Our research assessment showed that this technology has promising future opportunities for recovering precious and heavy metals from E-waste. Moreover, increased urbanization and industrial activities have emphasized such biological methods since these methods are environmentally safe and economical. However, our study was limited to a laboratory scale. However, for the commercialization of biological method, there would be a need to establish pilot-scale technology for metal recovery, which would require a more integrated and sustainable approach. So far, only a limited number of fungal strains have been associated with biosorption and bioleaching studies. Researchers need to identify and optimize prominent fungal strains with great potential for biosorption and bioleaching and formulate optimal conditions for scaled-up studies to obtain useful results.

Supplementary Materials

The following are available online at https://www.mdpi.com/article/10.3390/su14020935/s1, Table S1: Advantages and Disadvantages of conventional and biological methods for efficient metal recovery from e-waste, Table S2: Research studies emphasizing the potential of biological remediation of the E-waste.

Author Contributions

Conceptualization, A.K. and S.S.; methodology, A.K., S.S., F.M.A. and M.M.H.; validation, P.K., A.K., F.M.A. and K.A.A.-E.; formal analysis, P.K. and S.S.; investigation, P.K., A.K. and S.S.; resources, A.K., S.S. and K.A.A.-E.; writing—original draft preparation, P.K. and S.S.; writing—review and editing, A.K., K.A.A.-E. and M.M.H.; visualization, A.K. and S.S.; supervision, A.K. and S.S.; project administration, A.K. and K.A.A.-E.; funding acquisition, M.M.H. All authors have read and agreed to the published version of the manuscript.

Funding

The present study was supported by Taif University’s Researchers Supporting Project (TURSP-2020/59), Taif, Saudi Arabia.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data presented in this manuscript are available upon request from the corresponding author.

Acknowledgments

The authors acknowledge their heartfelt gratitude to the Department of Microbiology, PAU, Ludhiana for financial support. The authors extend their appreciation to the Researchers Supporting Project number (TURSP-2020/59), Taif University, Taif, Saudi Arabia, for providing financial support.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. Changes in the laccase specific activity (U/mg) of different microbial cultures at different time intervals of incubation with the printed circuit board.
Figure 1. Changes in the laccase specific activity (U/mg) of different microbial cultures at different time intervals of incubation with the printed circuit board.
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Figure 2. Scanning electron microscopy indicating the colonization of the surface of the electronic waste (PCB) by different microbial cultures after 20 days after incubation: (a) untreated control PCB, (b) Pseudomonas sp. PCB, (c) Aspergillus niger PCB, (d) Pleurotus florida PCB, and (e) Trametes versicolor PCB. * Solid arrow in panel (c) indicates a mycelial mass surrounded by the spores, while the broken arrows indicate the granular deposits formed due to leaching and precipitation of the heavy metal components of the computer PCB samples.
Figure 2. Scanning electron microscopy indicating the colonization of the surface of the electronic waste (PCB) by different microbial cultures after 20 days after incubation: (a) untreated control PCB, (b) Pseudomonas sp. PCB, (c) Aspergillus niger PCB, (d) Pleurotus florida PCB, and (e) Trametes versicolor PCB. * Solid arrow in panel (c) indicates a mycelial mass surrounded by the spores, while the broken arrows indicate the granular deposits formed due to leaching and precipitation of the heavy metal components of the computer PCB samples.
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Figure 3. Energy-dispersive X-ray spectroscopy (EDX) analysis of the bioleaching of metal ions by different microbial cultures: (a) untreated control PCB, (b) Pseudomonas sp. PCB, (c) Aspergillus niger PCB, (d) Pleurotus florida PCB, and (e) Trametes versicolor PCB.
Figure 3. Energy-dispersive X-ray spectroscopy (EDX) analysis of the bioleaching of metal ions by different microbial cultures: (a) untreated control PCB, (b) Pseudomonas sp. PCB, (c) Aspergillus niger PCB, (d) Pleurotus florida PCB, and (e) Trametes versicolor PCB.
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Figure 4. SDS-PAGE for protein profiling of treated and untreated microbial cultures. L denotes ladder, lane 1—Pleurotus florida, lane 1′—Pleurotus florida (treated with E-waste), lane 2—Aspergillus niger, lane 2′—Aspergillus niger (treated with E-waste), lane 3—Trametes versicolor, lane 3′—Trametes versicolor (treated with E-waste), lane 4—Pseudomonas spp., lane 4′—Pseudomonas spp. (treated with E-waste).
Figure 4. SDS-PAGE for protein profiling of treated and untreated microbial cultures. L denotes ladder, lane 1—Pleurotus florida, lane 1′—Pleurotus florida (treated with E-waste), lane 2—Aspergillus niger, lane 2′—Aspergillus niger (treated with E-waste), lane 3—Trametes versicolor, lane 3′—Trametes versicolor (treated with E-waste), lane 4—Pseudomonas spp., lane 4′—Pseudomonas spp. (treated with E-waste).
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Table
Table 1. Metal content analysis (concentration in mg g−1) of PCBs and its comparison with the published reports.
Table 1. Metal content analysis (concentration in mg g−1) of PCBs and its comparison with the published reports.
MetalsKhatri et al.
[34]		Waldir et al.
[35]		Shah et al.
[36]		Szałatkiewicz
[37]		Present Study
Cu275.5-36014.6268.6 ± 10.2
Zn17.85-7.96-7.5 ± 2.2
Ni19.55-8.551.6510.20 ± 0.0
Fe63.7-10.504.79179.4 ± 16.8
Cd0.0222.0--ND
Au0.08-0.100.0205ND
Ag0.080.020.280.045ND
Co0.42---0.13 ± 0.02
Pb0.88133.012.072.96ND
Pd0.08-0.640.022ND
ND: not detected due to concentrations below the detection limit.
Table
Table 2. Characterization of different microorganisms for copper and iron from E-waste using atomic absorption spectroscopy.
Table 2. Characterization of different microorganisms for copper and iron from E-waste using atomic absorption spectroscopy.
ElementsMicroorganismsBioleaching (mg L−1) (Broth Filtrate on 4th Day)Biosorption (mg kg−1,
Microbial Growth on 20th Day)
CopperLentinus edodes12.46 ± 1.12 e56.80 ± 0.96 d
Pleurotus florida44.30 ± 0.74 a97.26 ± 0.98 a
Ganoderma lucidum20.93 ± 0.4 d49.40 ± 0.56 e
Aspergillus niger36.13 ± 0.02 c73.66 ± 0.02 c
Trametes versicolor41.26 ± 0.82 b76.66 ± 0.02 b
Streptomyces spp.11.30 ± 0.26 f47.50 ± 1.34 e
Pseudomonas spp.42.06 ± 0.20 b96.20 ± 0.55 a
IronLentinus edodes21.60 ± 0.26 e62.76 ± 0.08 e
Pleurotus florida43.13 ± 0.88 b94.13 ± 0.98 b
Ganoderma lucidum13.96 ± 0.4 g57.86 ± 0.74 f
Aspergillus niger34.10 ± 0.02 c70.93 ± 0.18 d
Trametes versicolor32.10 ± 0.17 d82.13 ± 0.02 c
Streptomyces spp.18.06 ± 0.66 f43.96 ± 0.12 g
Pseudomonas spp.46.33 ± 0.52 a98.00 ± 0.08 a
Mean values within columns with the different alphabets or letter(s) (a–g) were significantly different according to a standard error where p < 0.05. Incubation period: 20 days.
Table
Table 3. Desorption of Cu2+ and Fe2+ ions using microbial cultures.
Table 3. Desorption of Cu2+ and Fe2+ ions using microbial cultures.
MicroorganismsRate of Desorption of Elements (%)
CopperIron
Lentinus edodes10.59.0
Pleurotus florida18.012.4
Ganoderma lucidum14.610.1
Aspergillus niger15.211.2
Trametes versicolor13.212.0
Streptomyces spp.15.09.4
Pseudomonas spp.16.613.6
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Kaur, P.; Sharma, S.; Albarakaty, F.M.; Kalia, A.; Hassan, M.M.; Abd-Elsalam, K.A. Biosorption and Bioleaching of Heavy Metals from Electronic Waste Varied with Microbial Genera. Sustainability 2022, 14, 935. https://doi.org/10.3390/su14020935

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Kaur P, Sharma S, Albarakaty FM, Kalia A, Hassan MM, Abd-Elsalam KA. Biosorption and Bioleaching of Heavy Metals from Electronic Waste Varied with Microbial Genera. Sustainability. 2022; 14(2):935. https://doi.org/10.3390/su14020935

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Kaur, Preetiman, Shivani Sharma, Fawziah M. Albarakaty, Anu Kalia, Mohamed M. Hassan, and Kamel A. Abd-Elsalam. 2022. "Biosorption and Bioleaching of Heavy Metals from Electronic Waste Varied with Microbial Genera" Sustainability 14, no. 2: 935. https://doi.org/10.3390/su14020935

APA Style

Kaur, P., Sharma, S., Albarakaty, F. M., Kalia, A., Hassan, M. M., & Abd-Elsalam, K. A. (2022). Biosorption and Bioleaching of Heavy Metals from Electronic Waste Varied with Microbial Genera. Sustainability, 14(2), 935. https://doi.org/10.3390/su14020935

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