Next Article in Journal
Synthesis of Nanostructured Mg2Ni for Hydrogen Storage by Mechanical Alloying via High-Pressure Torsion
Next Article in Special Issue
Production of Sugars and Ethanol from Acid–Alkaline-Pretreated Agave sisalana Residue
Previous Article in Journal
The Influence of the Structure of Organochlorine Compounds on Their Decomposition Process in a Dielectric Barrier Discharge
Previous Article in Special Issue
Sewage Sludge Plasma Gasification: Characterization and Experimental Rig Design
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Enhancing Laccase Production by Trametes hirsuta GMA-01 Using Response Surface Methodology and Orange Waste: A Novel Breakthrough in Sugarcane Bagasse Saccharification and Synthetic Dye Decolorization

by
Guilherme Guimarães Ortolan
1,
Alex Graça Contato
2,
Guilherme Mauro Aranha
1,
Jose Carlos Santos Salgado
1,3,
Robson Carlos Alnoch
1,2 and
Maria de Lourdes Teixeira de Moraes Polizeli
1,2,*
1
Department of Biology, Faculty of Philosophy, Sciences and Letters of Ribeirão Preto, University of São Paulo, Ribeirão Preto 14040-901, São Paulo, Brazil
2
Department of Biochemistry and Immunology, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto 14049-900, São Paulo, Brazil
3
Department of Chemistry, Faculty of Philosophy, Sciences and Letters of Ribeirão Preto, University of São Paulo, Ribeirão Preto 14040-901, São Paulo, Brazil
*
Author to whom correspondence should be addressed.
Reactions 2024, 5(3), 635-650; https://doi.org/10.3390/reactions5030032
Submission received: 21 August 2024 / Revised: 13 September 2024 / Accepted: 16 September 2024 / Published: 19 September 2024

Abstract

:
Trametes hirsuta GMA-01 was cultivated in a culture medium supplemented with orange waste, starch, wheat bran, yeast extract, and salts. The fungus produced several holoenzymes, but the laccase levels were surprisingly high. Given the highlighted applicability of laccases in various biotechnological areas with minimal environmental impact, we provided a strategy to increase its production using response surface methodology. The immobilization of laccase into ionic supports (CM-cellulose, DEAE-agarose, DEAE-cellulose, DEAE-Sephacel, MANAE-agarose, MANAE-cellulose, and PEI-agarose) was found to be efficient and recuperative, showcasing the technical prowess of research. The crude extract laccase (CE) and CM-cellulose-immobilized crude extract (ICE) showed optimum activity in acidic conditions (pH 3.0) and at 70 °C for the CE and 60 °C for the ICE. The ICE significantly increased thermostability at 60 °C for the crude extract, which retained 21.6% residual activity after 240 min. The CE and ICE were successfully applied to sugarcane bagasse hydrolysis, showing 13.83 ± 0.02 µmol mL−1 reducing sugars after 48 h. Furthermore, the CE was tested for dye decolorization, achieving 96.6%, 71.9%, and 70.8% decolorization for bromocresol green, bromophenol blue, and orcein, respectively (0.05% (w/v) concentration). The properties and versatility of T. hirsuta GMA-01 laccase in different biotechnological purposes are interesting and notable, opening several potential applications and providing valuable insights into the future of biotechnological development.

1. Introduction

In recent years, bioprospection research has focused on the search for new molecules, genes, enzymes, processes, organisms, and other products in biodiversity [1,2]. Scientific and economic exploration of these bioresources is essential for countries’ development and sovereignty [3,4].
Among filamentous fungi, the mushroom-forming Trametes genus is described as a source of enzymes and other metabolites with a wide range of applications, such as anti-cancer molecules, enzymatic cocktails composition, and even biomaterial constitution [5,6,7,8]. Trametes hirsuta could be used in multiple biotechnological processes and bioremediation efforts, especially regarding the degradation of contaminant dyes [9] or environmental pollutant molecules such as bisphenol-A or phthalic acid esters [10,11].
One of the main interests of bioprospection research is the decomposing of organic matter by fungal enzymes, especially those involved in the degradation of plant cell walls and their constitutive polymers, cellulose, hemicellulose, and lignin [12,13,14]. Some of the crucial enzymes involved in lignin degradation and depolymerization are laccases (benzenediol: oxygen oxidoreductase; EC 1.10.3.2), a group of highly efficient, robust, and versatile multi-copper oxidases capable of oxidizing phenolic and non-phenolic compounds assisted or not by mediators [15].
The principal usefulness of this enzyme is the application of molecular oxygen (O2) as the final electron acceptor for the electrons removed from the substrate, producing water (H2O) as a byproduct [16]. Many studies were developed exploring the potential application of laccases in the degradation of environmental pollutants, such as bisphenol-A [17,18,19,20], pharmaceuticals [21,22,23], and azo dyes [24,25,26]. Other laccases applications occur in various industries, especially the paper, textile, food, and pharmaceutical industries [27,28,29].
Laccases are also utilized in enzymatic cocktails or as part of lignocellulosic biomass pretreatment due to their capability to oxidize lignin, thus modifying its structural properties and allowing for other enzymes to reach the cellulose or hemicellulose fibers [30,31]. Multiple strategies apply biological pretreatment to achieve an eco-friendly process and valorize waste biomass [32,33,34].
Immobilization techniques are constantly being developed and enhanced to improve these and other biotechnological applications of laccases and other enzymes. One possible immobilization strategy is ionic adsorption, which consists of ionic exchange reactions between functional groups in the backbone of the polymeric column and ionizable amino acid side chains [35].
This study explored a laccase with high catalytic efficiency from T. hirsuta. Our group isolated, identified, and characterized the T. hirsuta strain investigated in this work [36], which showed multiple interesting characteristics, such as noteworthy antioxidant capacities. The laccase production was optimized using a statistical methodology followed by immobilizing the crude extract in ionic supports. The characterization of free and immobilized laccases was performed regarding multiple physical and chemical parameters, such as optimum temperature and pH, thermostability, and stability to pH. The laccase-crude extract was used in synthetic dye discoloration and sugarcane bagasse saccharification, aiming for their potential applications in bioremediation and the formulation of enzymatic cocktails for lignocellulosic biomass degradation.

2. Materials and Methods

2.1. Materials

ABTS (2,2′-Azino-bis(3-ethylbenzothiazoline-6-sulfonic acid)), Ponceau S, Victoria Blue B salt, bromocresol green sodium salt, bromophenol blue salt, Methyl Red salt, Trypan blue salt, orcein, Congo red salt, carboxymethylcellulose sodium salt (from wood pulp), locust bean (from Ceratonia siliqua seeds), polygalacturonic acid sodium salt (>95%, from citrus fruit), xylan (>90%, from beechwood), p-nitrophenyl-β-D-glucopyranoside, p-nitrophenyl-β-D-cellobioside, p-nitrophenyl-β-D-xylanopyranoside, p-nitrophenyl-β-D-galactopyranoside, DEAE (diethylaminoethyl)-agarose, DEAE-cellulose, and DEAE-Sephacel were purchased from Sigma–Aldrich (Saint Louis, MO, USA). The supports CM (carboxymethyl)-cellulose, DEAE (diethylaminoethyl)-cellulose, MANAE (monoamine-N-aminoethyl), and polyethyleneimine (PEI)-agarose were prepared and activated as described elsewhere [37]. Debranched arabinan (>95%, from sugar beet), β-glucan (>95%, from barley), and xyloglucan (>95%, from tamarind seed) were purchased from Megazyme (Wicklow, Ireland). Methylene Blue salt and Gentiant Violet B salt were purchased from Synth (Diadema, SP, Brazil). Orange waste was obtained through local commerce (Ribeirão Preto, SP, Brazil). The exploded sugarcane bagasse (SP80-3280) was granted by the company Pedra Agroindustrial S/A (Serrana, SP, Brazil) and was previously characterized [38]. It was composed of leaves, stems, and straw. All other chemicals were of the highest purity and analytical grade.

2.2. Fungal Growth

T. hirsuta GMA-01 (GenBank MN625447) was maintained in potato dextrose agar (PDA) in Petri dishes. For the initial enzymatic screening, T. hirsuta was cultured as described elsewhere [39]. Cultures were performed for a total of 10 days.
To laccase production, three mycelial disks (10 mm) were transferred from the dishes to a 125 mL Erlenmeyer flask with varying amounts of minced (4 mm) sun-dried orange waste, 2 g starch, 1 g wheat bran, 0.2 g yeast extract, plus mineral Vogel mineral medium [40]. Orange waste was obtained through local commerce and consisted of pulp and peels. The initial moisture content of the solid was 80%, and cultures were conducted for 14 days at 28 °C. To obtain the crude enzymatic extracts, 20 mL of distilled water was added to the solid-state cultures, which were macerated, filtrated, and centrifuged (11,950× g, 4 °C) for 10 min. The supernatant was collected and used in the assays, as modified from [41].
Laccase production was optimized in solid-state fermentations performed as described above but at various temperatures and quantities of orange waste, according to the experimental design described below.

2.3. Enzymatic Assays

Laccase activity was determined using 3-ethylbenzothiazoline-6-sulphonic acid (ABTS) as the substrate. The assay added 100 μL of enzymatic extract to 800 μL of ABTS substrate (0.03% w/v in sodium acetate buffer, pH 5.0, 50 mmol L−1) (total volume of 900 μL). The ABTS oxidation was monitored by increasing absorbance at 420 nm (ε420 = 36 mmol L−1 cm−1) for 5 min. Under assay conditions, one unit of activity (U) was defined as the amount of enzyme capable of releasing 1 μmol of product equivalents per min. Laccase activity was expressed in U mL−1 [42].
The activities for the holocellulases presented in crude extract were determined with the following natural substrates: carboxymethylcellulose sodium salt (endoglucanase), β-glucan (β-glucanase), beechwood xylan (endo-1,4-β-xylanase), locust bean (mannanase), polygalacturonic acid sodium salt (polygalacturonase), debranched arabinan (endo-1,5-α-arabinanase), and xyloglucan (xyloglucanase). The standard assay was performed with 25 µL of 1% substrate solution (w/v), 10 µL of 50 mmol L−1 sodium acetate buffer, pH 5.0, and 15 µL of enzymatic crude extract. After incubation, 50 µL of the assay samples were added to 50 µL of 3,5-dinitrosalicylic acid (DNS) [43]. The mixture was then boiled at 98 °C in a thermal cycler for 5 min, and the reducing sugars were determined by absorbance at 540 nm in the microplate readers (Spectramax M2, Molecular Devices, San Jose, CA, USA). When adequate, a standard curve of D-glucose or other monosaccharides (xylose, mannose, monogalacturonic acid, and arabinose) was used to estimate the equivalents of reducing sugar concentrations. One unit of enzymatic activity (U) was defined as the amount of enzyme that catalyzes the release of 1 µmol of reducing sugar per minute under assay conditions.
For determination of activity using the synthetic substrates p-nitrophenyl-β-D-glucopyranoside (β-D-glucosidase), p-nitrophenyl-β-D-cellobioside (cellobiohydrolase), p-nitrophenyl-β-D-galactopyranoside (β-D-galactosidase), and p-nitrophenyl-β-D-xylanopyranoside (β-D-xylosidase), a standard assay was carried out by mixing 25 µL of 2 mmol L−1 substrate solution (w/v), 10 µL of 50 mmol L−1 sodium acetate buffer, pH 5.0, and 15 µL of crude enzymatic extract. After 20 min, 50 µL of Na2CO3 (0.5 mol L−1) was added to stop the enzymatic reaction [12]. The release of p-nitrophenolate was measured at 410 nm in a microplate reader using the p-nitrophenol as standard (Molecular Devices, Sunnyvale, CA, USA). One unit of enzymatic activity was determined as the amount of enzyme that catalyzes the release of 1 µmol of p-nitrophenolate per minute under assay conditions.

2.4. Response Surface Methodology to Optimize Laccase Production

A central composite design (CCD) was used to evaluate the influence of different variables in producing laccases to obtain the best conditions. The design consisted of assays with two independent variables, temperature (°C) and orange waste (g), on 5 levels (−1.41; −1; 0; +1; +1.41). The effect of the independent variables was evaluated over the response variable of laccase activity (U mL−1). The results were adjusted for a second-order polynomial equation. For the construction of the experimental design, the runs shown in Table 1 were used, consisting of assays after two weeks of cultivation.
A residual value was calculated for each of the experimental runs. It measures the difference between the predicted and the experimental activities. Therefore, high residue, in absolute values, indicates a non-predictive model.
The α axial points were chosen following the relation α = k1/2, where k represents the number of evaluated factors (independent variables). For k = 2, α = ±1.41 [44]. The estimated response Y to the variables, where Y is the laccase activity in U mL−1, can be approximated by the quadratic polynomial equation (Equation (1)):
Y = β 0 + β 1 x 1 + β 2 x 2 + β 11 x 1 2 + β 22 x 2 2 + β 12 x 1 x 2 + ε
where β0 is the intercept, β1, and β2 are the first-order model coefficients, β12 is the ratio between products, β11 and β22 are the second-order model coefficients, x1 is the temperature variable, x2 is the orange waste mass variable, and ε is the term representing the residual error of the model. A Student’s t-test was performed to investigate the statistical significance of the regression coefficients. The regression coefficients used to express the fit quality of the mathematical models obtained and their statistical significance levels were determined through the F test (Fisher’s test). The statistical software Statistica v.10.0 (StatSoft, Tulsa, OK, USA) was used to analyze all the experimental data using the residual error.

2.5. Immobilization on Ionic Adsorption Resins

A standard immobilization assay was carried out with the supports DEAE-cellulose, MANAE-agarose, PEI-agarose, DEAE-Sephacel, CM-cellulose, MANAE-cellulose, and DEAE-agarose according to [45]. The supports were washed with 10 mmol L−1 Tris -HCl (pH 7.0) buffer solution. Then, the crude enzymatic extract was added to the support in a 1:10 ratio and agitated by stirring rolls at 4 °C. Laccase assays were performed after 30-, 60-, and 120-min immobilization to evaluate the best support for adsorption. Immobilization yield (Y) (Equation (2)), immobilization efficiency (Ef) (Equation (3), and recovered activity (RA) (Equation (4)) were calculated.
Y ( % ) = U A U R U A 100
E f ( % ) = U H U A U R 100
R A ( % ) = U H U A 100
where Y is the immobilization yield in %, UA is the total number of units (U) offered for immobilization, UR is the residual number of units (U) in solution after the immobilization procedure, UH is the total number of immobilized units (U), Ef is the immobilization efficiency in %, and RA is the recovered activity in % [46,47].

2.6. Reuse of Immobilized Enzymes

The reusability of the immobilized crude extract in the best-evaluated support was investigated. After the immobilization procedure described above, the immobilized crude extract was incubated in Tris/HCl buffer (10 mmol L−1, pH 7.0) and at its optimal temperature (60 °C). Activity assays were performed sequentially after a 15 min incubation using the ABTS protocol described above. The results were expressed as relative activity compared to the original activity obtained before the first wash. The washes were carried out with the immobilization buffer (Tris/HCl 10 mmol L−1, pH 7.0) followed by centrifugation (3500× g, 4 °C, 3 min). The supernatant was withdrawn, and the pellets were suspended in the immobilization buffer [18].

2.7. Biochemical Characterization of Free and Immobilized Enzymes

The optimum temperatures of free (CE) and immobilized laccases (ICE) were determined using ABTS (0.03% w/v in 50 mmol L−1 sodium acetate buffer, pH 5.0) as the substrate at temperatures ranging from 30 to 80 °C. The thermostability of laccase was investigated by measuring residual activity at the previously determined optimum temperature (70 °C for the CE and 60 °C for the ICE) after incubation of the free and immobilized enzymes in the absence of a substrate after different time intervals.
Similarly, optimum pH values were investigated for the free and immobilized laccases using ABTS (0.03% w/v) as the substrate and the McIlvaine buffer [48], with pH values from 2.0 to 7.0. Assays were performed at the previously determined optimum temperature (70 °C for the CE and 60 °C for the ICE), and the results were expressed as U mL−1. The stability of the free and immobilized laccases to pH was evaluated by measuring the post-incubation residual activity, in the absence of a substrate, of the enzymes in their optimum pH (3.0) conditions. These assays were incubated in ice baths to reduce thermal inactivation as much as possible. The sequential enzymatic assays were performed at different periods with the ABTS assay.

2.8. Saccharification of Sugarcane Bagasse

The saccharification experiment was conducted with a final volume of 1 mL and 3% (w/v) of steam-exploded sugarcane bagasse. In each experiment, 0.1 mL of sodium acetate buffer (final concentration of 50 mmol L−1, pH 5.0) was added to 0.9 mL of enzymatic extract and incubated at 50 °C [38]. A negative control was made by incubating the sugarcane bagasse with 1 mL of sodium acetate buffer (50 mmol L−1, pH 5.0). After 24 and 48 h of hydrolysis, aliquots were removed and centrifuged (10 min, 10,000× g, 4 °C). The colorimetric technique determined the reducing sugars released [43]. Results were expressed as µmol of sugar mL−1.

2.9. Synthetic Dye Decolorization

For the assays, three concentrations (0.005%, 0.01%, 0.05% w/v) were used for each dye (Ponceau S, Victoria Blue B, bromocresol green, bromophenol blue, Methyl Red, Methylene Blue, and Gentiant Violet B). An assay mixture containing 2 mL of dye solution prepared with sodium acetate buffer (0.05 mol L−1, pH 5.0) and 2 mL of crude extract diluted to include a final activity of 3 U was incubated in the dark at 28 °C [49]. All three concentrations of dyes were tested. After 24 h, the decrease in absorbance was measured at the maximum absorbance wavelength of each dye in a UV-VIS Shimadzu Spectrophotometer (Kyoto, Japan). A boiled laccase (98 °C, 10 min) solution was utilized as a blank for each dye concentration. The decolorization was calculated in percentage (Equation (5)).
D e c o l o r i z a t i o n % = A F A 0 A 0
where A0 is the dye’s initial absorbance at the maximum absorbing wavelength, and AF is the final absorbance at the maximum absorbing wavelength.

2.10. Statistical Analysis

All analyses were performed in triplicate when applicable. The data were expressed as a means ± standard deviation. Differences between means at the 5% (p < 0.05) level were considered significant. For the CCD, one-way ANOVA was performed with the coefficients obtained at a 5% significance level. For the hydrolysis, results for 24 h were compared with those for 48 h using two-way ANOVA followed by the Bonferroni post hoc test. Statistical significance was determined by p < 0.05.

3. Results and Discussion

3.1. Enzymatic Screening

The results of enzymatic assays for holocellulases and laccase are shown in Figure 1. Enzymes assayed with natural substrates presented lower activity if compared to the activities on synthetic substrates. The enzymatic levels detected in the crude extract were endoglucanase (0.026 ± 0.004 U mL−1), mannanase (0.122 ± 0.009 U mL−1), β-glucanase (0.235 ± 0.022 U mL−1), endo-1,4-β-xylanase (0.201 ± 0.016 U mL−1), endo-1,5-α-arabinanase (0.171 ± 0.019 U mL−1), and xyloglucanase (0.032 ± 0.013 U mL−1). One exception in this scenario happened with polygalacturonase, which had an activity of 0.410 ± 0.001 U mL−1. On the other hand, most enzymes assayed with synthetic substrates presented higher activities. β-D-galactosidase and β-D-glucosidase presented 0.431 ± 0.006 and 0.556 ± 0.022 U mL−1 of activity, respectively. Other enzymes, like cellobiohydrolase (0.072 ± 0.016 U mL−1) and β-D-xylosidase (0.058 ± 0.006 U mL−1), had lower activities. These values are compatible with other studies that found low cellulase activity and hemicellulase production by white-rot fungi [50,51].
As expected for a white-rot, basidiomycete fungus, laccase, assayed with a synthetic substrate (ABTS), was the enzyme with higher activity in the crude extract, with an activity of 2.066 ± 0.094 U mL−1. High laccase production by white-rot fungi has already been reported in the literature, and thus, these fungi are often investigated as efficient laccase producers [52,53,54]. Therefore, we chose to continue our investigation with this enzyme.

3.2. Optimization of Culture Conditions for Laccase Production

First, a complete CCD, with four axial points and three central points, was proposed to optimize the T. hirsuta culture conditions regarding the amount of orange waste (g) and temperature (°C). Both variables were level-coded as −1.41, −1, 0, +1, and +1.41. Then, 11 independent cultures were performed in different conditions. The temperature (°C), orange waste (g), and laccase activity (dependent variable, U mL−1) were used in the CCD.
The scientific literature presents orange waste media as an inducer of laccase production by filamentous fungi [41,49]. A Pareto diagram of effects and a contour surface graph were plotted. The contour plot demonstrated the highest enzymatic activity at the 0-level for temperature (28 °C) and 1.41-level for orange waste (4.2 g) (Figure 2a), and the quadratic and linear temperature effects were statistically significant (Figure 2b). The culture in the optimized orange waste medium resulted in 11.625 U mL−1 of laccase activity. This represents an increase of 5.6-fold when compared to the previously obtained laccase activity (2.066 U mL−1).
The statistically significant coefficients (p < 0.05; R2 = 0.91) were verified by one-way ANOVA (Table 2) and were further incorporated in the polynomial equation obtained for T. hirsuta (Equation (6)).
E n z y m a t i c A c t i v i t y U m L 1 = 11.223 4.002 t e m p e r a t u r e 2 + 1.482   ( t e m p e r a t u r e )
The response surface methodology allowed for the evaluation of various temperatures and orange waste values. Temperature seems to be a very important factor. Runs 5, 6, 9, 10, and 11 all had 3.5 g of orange waste at different temperatures. The enzymatic activity detected for the run performed at 28 °C (run 10) is 10.36-fold higher than the one detected for the run performed at 22 °C (run 5). On the other hand, more significant temperatures had an antagonistic effect on the laccase activity. The run performed at 34 °C (run 6) presented an enzymatic activity 1.5-fold lower than the one detected in run 10, at 28 °C. Furthermore, carbon sources also seem to be an influential factor. The most considerable laccase activity was detected for run 8, performed at 28 °C and 4.2 g of orange waste.

3.3. Ionic Immobilization

Ionic adsorption is an immobilization strategy subject to the action of carrier enzymes. It presents an easy operation and a more diversified possible support option [55,56]. To determine the best support for ionic immobilization among DEAE-agarose, DEAE-cellulose, DEAE-Sephacel, CM-cellulose, MANAE-agarose, MANAE-cellulose, and PEI-agarose, multiple parameters regarding laccase activity were measured after immobilization periods for each tested support (Table 3).
The best immobilization parameters were obtained from CM-cellulose after 30 min. The immobilization yield was 93.1%, the immobilization efficiency was 62.7%, and the recovered activity was 91.9%. Other works have reported efficient laccase immobilization in MANAE-agarose [17]. However, the recovered activities were lower than the one obtained for CM-cellulose. Therefore, this ionic resin was selected for the following experiments with an immobilization time of 30 min. CM-cellulose is covered in carboxyl groups (COO-), which can bind to positively charged amino acid residues belonging to the protein’s external surface, arginine, and/or lysine. Other supports like DEAE-agarose have positively charged amine groups (-NH+) [57], while PEI-agarose also contains amine groups but with a more complex polymeric structure [58]. These supports interact with negatively charged residues on the laccase, such as aspartate and glutamate. However, the interaction strength may vary depending on the charge densities and the polymer chain flexibilities [59]. For example, they might form weaker or less stable interactions with the enzyme than CM-cellulose, leading to lower immobilization efficiency and recovered activity.
Ionic bonding between an enzyme and a support is a simple, effective, and process-favorable immobilization process because of its lower costs, easy enzyme desorption when needed, and vast possibilities of available ionic supports [60].
A high recovered activity is perhaps the most critical parameter because it evaluates how much of the original offered enzymatic activity is still available after the immobilization procedure. It is also important to note that other molecules and/or proteins are subsequently immobilized into the supports of the crude extract utilized for immobilization.
The immobilized crude extract also presented high reusability, a crucial parameter for the practical and/or commercial application of laccases [61]. After 20 cycles of washing and measurement, the immobilized T. hirsuta crude extract retained 68.0% of residual laccase activity (Figure 3), characterizing the crude extract/CM-cellulose pair as an essential and relevant biocatalyst.
This is especially interesting because the interaction between laccase and CM-cellulose is a type of ionic adsorption and, therefore, weaker than a covalent bond. The immobilized crude extract might be used for up to 15 reaction cycles while retaining more than 80% of its original activity. When the activity is lost, high salt concentrations might be used to wash the immobilization derivative so that the support might be renewed and ready for a new immobilization procedure.

3.4. Influence of Temperature on Laccase Activity

The optimum temperature was 70 °C for the CE and 60 °C for ICE despite also showing high laccase activity at 70 °C and 80 °C (Figure 4a). The shift in optimum temperature is probably due to the co-immobilization of components other than the laccase itself and/or structural modification in the tertiary protein structure of the enzyme [62,63].
The enzymatic thermostability aimed at industrial applications is a crucial parameter to be studied because the immobilization process generally increases the enzymatic stability. The enzyme thermostability was measured at their optimum temperatures: 70 °C for the CE and 60 °C for the ICE. The ICE presented the highest thermostability, retaining 45% of activity after 120 min incubation, while the CE retained 16% of activity after the same time. After 240 min, the CE lost 91% of its activity, while the ICE lost 78.4% (Figure 4b). This happened due to the thermal inactivation of the free enzyme molecules [64]. Immobilization on CM-cellulose successfully managed to provide higher thermostability for T. hirsuta laccase.

3.5. Influence of pH on Laccase Activity

Another crucial parameter for selecting and applying an enzyme in any bioprocess is the pH of activity. Fungal laccases generally have an optimal activity pH in acid values and lose much of their oxidative potential in pH values greater than 5.8 [65]. Different assays were performed at the previously determined optimum temperature (70 °C for the CE and 60 °C for the ICE) and various pH values for free and immobilized laccases. The optimum pH obtained for the CE and ICE was 3.0 (Figure 5). The values agree with other T. hirsuta laccases in the literature [53] (Figure 5a).
Considering short incubation times (up to 45 min of the assay), the CE retained 87.3% of its original laccase activity, while the ICE retained 92.3%. After 60 min of incubation at the optimum pH (pH 3.0), both the CE and ICE demonstrated high levels of laccase activity. The crude extract retained a significant portion of its original activity, indicating good stability in its free form for short-term applications. The ICE also maintained the activity. This result suggests that the enzyme is currently well preserved in both forms. By 120 and 240 min, a decline in activity was observed in ICE. In contrast, the CE showed increased stability, retaining a higher percentage of its activity. At 1440 min, the CE retained 50% of its original activity, while the ICE retained 40% (Figure 5b). Therefore, the immobilization process in CM-cellulose did not show significant differences concerning the influence of the laccase pH of T. hirsuta.

3.6. Sugarcane Bagasse Hydrolysis

The CE was used to hydrolyze sugarcane bagasse for 24 and 48 h. After 24 h and 48 h, 7.06 ± 0.05 μmol mL−1 and 13.83 ± 0.02 μmol mL−1 of reducing sugars were released, respectively (Figure 6). A similar result was observed with immobilized laccase. This indicates that the immobilization process of T. hirsuta laccase for application in sugarcane bagasse hydrolysis is unnecessary due to the similar results obtained from applying crude extract directly. However, the immobilization of laccase is more stable and could offer a positive outcome in saccharification with more extensive time. Further studies would be interesting for better biochemical knowledge of the protein structure and the modeling of laccases since several were identified in the genome of fungi from the Trametes genus. In-depth biochemical studies, including techniques such as X-ray crystallography, nuclear magnetic resonance (NMR) spectroscopy, and molecular dynamics simulations, could reveal fundamental details about the structural conformation of laccase, the binding sites of substrates and cofactors, and the electron transfer pathways [66]. Not all are studied in this context. Additionally, it is possible to suggest that the complementation of crude extracts with enzymes or enzymatic extracts from other non-basidiomycete fungi would be an exciting strategy, and the use of enzymatic extracts from T. hirsuta could also be an attractive strategy to improve lignocellulosic biomass hydrolysis, revealing its potential for application in the biofuels industry, especially in the production of bioethanol from the breakdown of plant biomass into fermentable sugars, since multiple cellulases, hemicellulases, and ligninases acting together might reach better results [67,68,69].

3.7. Decolorization of Various Synthetic Dyes

Different dyes for laboratory and industrial uses were selected for the trials. The diluted crude extract of T. hirsuta containing 3 U of laccase was incubated for 24 h at 28 °C with various dyes (0.005–0.05%) in sodium acetate buffer (0.05 mol L−1, pH 5.0). A temperature of 28 °C was selected for the decolorization assay to mimic the temperature found in sewage, where the industrial effluents are deposited [70]. By conducting the assay at 28 °C, we aimed to replicate the real-world conditions under which the laccases from white-rot fungi would operate in a wastewater treatment context [71,72].
In the highest concentration tested (0.05% w/v), bromocresol green (96.6%), bromophenol blue (71.9%), and orcein (70.8%) presented greater decolorization. For the intermediate concentration (0.01% w/v), the dyes that suffered the greatest decolorization were bromocresol green (89.7%), Trypan blue (83.4%), Congo red (73.2), and Victoria Blue B (69.3%). Finally, at the lowest concentration (0.005% w/v), the laccase of T. hirsuta caused more decolorization in the dyes bromocresol green (84.6%), Trypan blue (78.5%), and Congo red (72.3%). Other dyes also showed good decolorization, such as Gentian violet at 0.005% (72.1%). Bromocresol green is a dye of the triphenylmethanes group and is used in the textile industry and laboratory tests as a pH indicator. The decolorization obtained in this study for this dye was superior to others in the literature [73,74]. The other dyes selected are potential contaminants since they are commonly used in research laboratories and industries. All decolorizations obtained for all dyes at all concentrations are summarized in Table 4.
The efficacy of laccase in degrading these dyes can be attributed to its ability to interact with the dye’s aromatic rings and substituents, which affect the electron density and stability of the aromatic system. Dyes with electron-donating groups (such as hydroxyl or methoxy groups) generally have higher electron density on the aromatic rings, making them more susceptible to laccase-catalyzed oxidation [75]. This likely explains why bromocresol green, which has phenolic and sulfonic groups [76], showed the highest level of decolorization.
Bromocresol green and bromophenol blue are triphenylmethane dyes, where the aromatic rings are stabilized by electron-withdrawing bromine atoms and electron-donating hydroxyl groups. Laccase attacks these aromatic structures, initiating radical formation and subsequent breakdown of the dye’s chromophore, leading to decolorization [77].
The enzyme also showed a high decolorization percentage for orcein, which contains anthraquinone chromophores. The quinone structure in anthraquinone dyes is particularly susceptible to oxidation by laccase because the enzyme can effectively oxidize the hydroquinone form to quinone, disrupting the conjugated system that imparts color to the dye [78].
Azo dyes like Congo red and Trypan blue, characterized by one or more azo bonds (-N=N-) linking aromatic rings, showed moderate decolorization. The azo bond is relatively stable; however, it can be cleaved by laccase, especially in the presence of mediators that facilitate electron transfer [79].
Gentian violet showed lower decolorization rates at higher concentrations (59% at 0.01% and 72.1% at 0.005%). This dye has a triphenylmethane structure which is more oxidation-resistant due to the steric hindrance provided by its three aromatic rings. However, at lower concentrations, the enzyme can effectively access and oxidize the dye molecules [80].
Therefore, dyes with structures that facilitate electron transfer or stabilize radical intermediates are more readily decolorized by laccase. Conversely, more complex or sterically hindered dye structures may require additional mediators or specific conditions to achieve higher decolorization rates [81].
The decolorization results for synthetic dyes can be worse at lower concentrations due to several factors, as seen by Contato et al. [49]. Laccases and other enzymes rely on the presence of substrate molecules (in this case, dye molecules) to catalyze reactions. At lower dye concentrations, the number of available substrate molecules decreases, which can reduce the frequency of enzyme-substrate interactions, leading to slower or less efficient decolorization. Additionally, some enzymes may have a lower binding affinity for the substrate at low concentrations. This can reduce the rate at which the enzyme binds to and processes the dye molecules, further decreasing the overall decolorization effectiveness.

4. Conclusions

This study demonstrated the promising potential of the laccase produced by the fungus T. hirsuta GMA-01 for various biotechnological applications. The enzyme proved highly effective in decolorizing synthetic dyes, such as bromocresol green, bromophenol blue, and orcein, highlighting its ability to degrade environmental pollutants, which is valuable for bioremediation processes. Additionally, the laccase showed good performance in the hydrolysis of sugarcane bagasse, indicating its potential use in biofuel production, especially within a circular economy and waste valorization context. Furthermore, the immobilization of laccase on ionic supports, such as CM-cellulose, significantly increased its thermal stability and reusability, proving to be a viable approach for industrial applications requiring reusable enzymes. The production of laccase using orange waste as a carbon source further emphasizes the sustainable and cost-effective nature of the process, aligning with green biotechnology practices.

Author Contributions

Conceptualization, G.G.O., A.G.C., R.C.A., J.C.S.S. and M.d.L.T.d.M.P.; methodology, G.G.O., A.G.C., G.M.A., R.C.A. and J.C.S.S.; validation, A.G.C., R.C.A., J.C.S.S. and M.d.L.T.d.M.P.; formal analysis, G.G.O., A.G.C., R.C.A., J.C.S.S. and M.d.L.T.d.M.P.; investigation, G.G.O., A.G.C., R.C.A. and J.C.S.S.; resources, M.d.L.T.d.M.P.; data curation, G.G.O., A.G.C., R.C.A. and J.C.S.S.; writing—original draft preparation, G.G.O.; writing—review and editing, A.G.C., R.C.A., J.C.S.S. and M.d.L.T.d.M.P.; supervision, A.G.C. and M.d.L.T.d.M.P.; project administration, M.d.L.T.d.M.P.; funding acquisition, M.d.L.T.d.M.P. All authors have read and agreed to the published version of the manuscript.

Funding

The authors thank Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP) for financial support from processes 2014/50884-5; 2018/07522-6, and 2023/01547-5 and Conselho Nacional de Desenvolvimento Científico (CNPq) 465319/2014-9. The authors also thank grants awarded to GG Ortolan (FAPESP 2022/06275-0, A.G. Contato (FAPESP Process nº 2017/25862-6), RCA by CNPq (Grant nº: 151187/2023-1) and FAPESP (Grant nº: 2023/09627-8); JCSS by CNPq (Grant nº: 384465/2023-4 and 384630/2024-3) and FAPESP (Grant nº: 2019/21989-7). MLTM Polizeli is a Research Fellowship of CNPq (process 310340/2021-7). GM Aranha had a CNPq undergraduate research grant.

Data Availability Statement

The original contributions presented in the study are included in the article.

Acknowledgments

The authors thank Maurício de Oliveira and Mariana Cereia for technical assistance.

Conflicts of Interest

The authors declare no conflicts of interest. The funding agencies had no role in the study’s design, data collection, analysis, interpretation, manuscript writing, or decision to publish the results.

References

  1. Tatta, E.R.; Imchen, M.; Moopantakath, J.; Kumavath, R. Bioprospecting of microbial enzymes: Current trends in industry and healthcare. Appl. Microbiol. Biotechnol. 2022, 106, 1813–1835. [Google Scholar] [CrossRef] [PubMed]
  2. Sulyman, A.O.; Aje, O.O.; Ajani, E.O.; Abdulsalem, R.A.; Balogun, F.O.; Sabiu, S. Bioprospection of selected plant secondary metabolites as modulators of the proteolytic activity of Plasmodium falciparum plasmepsin V. BioMed Res. Int. 2023, 2023, 6229503. [Google Scholar] [CrossRef] [PubMed]
  3. Gao, S.; Song, W.; Gua, M. The integral role of bioproducts in the growing bioeconomy. Ind. Biotechnol. 2020, 16, 13–25. [Google Scholar] [CrossRef]
  4. Sharma, R.; Malaviya, P. Ecosystem services and climate action from a circular bioeconomy perspective. Renew. Sustain. Energy Rev. 2023, 175, 113164. [Google Scholar] [CrossRef]
  5. Muñoz-Castiblanco, T.; Mejia-Giraldo, J.C.; Puertas-Mejia, M.A. Trametes genus, a source of chemical compounds with anticancer activity in human osteosarcoma: A systematic review. J. Appl. Pharm. Sci. 2020, 10, 121–129. [Google Scholar]
  6. Pinheiro, V.E.; Almeida, P.Z.; Polizeli, M.L.T.M. Statistical optimization of cornmeal saccharification using various hydrolases. Biomass Convers. Biorefin. 2021, 13, 9011–9021. [Google Scholar] [CrossRef]
  7. Charpentier-Alfaro, C.; Benavides-Hernández, J.; Poggerini, M.; Crisci, A.; Mele, G.; Rocca, G.D.; Emiliani, G.; Frascella, A.; Torrigiani, T.; Palanti, S. Wood-decaying fungi: From timber degradation to sustainable insulating biomaterials production. Materials 2023, 16, 35–47. [Google Scholar] [CrossRef]
  8. Long, H.; Wu, Z. Immunoregulatory effects of Huaier (Trametes robiniophila Murr) and relevant clinical applications. Front. Immunol. 2023, 14, 1137098. [Google Scholar] [CrossRef]
  9. Alam, R.; Mahmoof, R.A.; Islam, S.; Ardiati, F.C.; Solihat, N.N.; Alam, M.B.; Lee, S.H.; Yanto, D.H.Y.; Kim, S. Understanding the biodegradation pathways of azo dyes by immobilized white-rot fungus, Trametes hirsuta D7, using UPLC-PDA-FTICR MS supported by in silico simulations and toxicity assessment. Chemosphere 2023, 313, 137505. [Google Scholar] [CrossRef]
  10. Savinova, O.S.; Shabaev, A.V.; Glazunova, O.A.; Moiseenko, K.V.; Fedorova, T.V. Benzyl butyl phthalate and diisobutyl phthalate biodegradation by white-rot fungus Trametes hirsuta. Appl. Biochem. Microbiol. 2022, 58, S113–S125. [Google Scholar] [CrossRef]
  11. Liu, J.; Sun, K.; Zhu, R.; Wang, X.; Waigi, M.G.; Li, S. Biotransformation of bisphenol A in vivo and in vitro by laccase-producing Trametes hirsuta La-7: Kinetics, products, and mechanisms. Environ. Pollut. 2023, 351, 121155. [Google Scholar] [CrossRef] [PubMed]
  12. Contato, A.G.; Oliveira, T.B.; Aranha, G.M.; Freitas, E.N.; Vici, A.C.; Nogueira, K.M.V.; Lucas, R.C.; Scarcella, A.S.A.; Buckeridge, M.S.; Silva, R.N.; et al. Prospection of fungal lignocellulolytic enzymes produced from jatoba (Hymenaea courbaril) and tamarind (Tamarindus indica) seeds: Scaling for bioreactor and saccharification profile of sugarcane bagasse. Microorganisms 2021, 9, 533. [Google Scholar] [CrossRef] [PubMed]
  13. Benatti, A.L.T.; Polizeli, M.L.T.M. Lignocellulolytic biocatalysts: The main players involved in multiple biotechnological processes for biomass valorization. Microorganisms. 2023, 11, 162. [Google Scholar] [CrossRef] [PubMed]
  14. Si, Z.; Cai, Y.; Zhao, L.; Han, L.; Wang, F.; Yang, X.; Gao, X.; Lu, M.; Liu, W. Structure and function characterization of the α-L-arabinofuranosidase from the white-rot fungus Trametes hirsuta. Appl. Microbiol. Biotechnol. 2023, 107, 3967–3981. [Google Scholar] [CrossRef]
  15. Khatami, S.H.; Vakili, O.; Movahedpour, A.; Ghesmati, Z.; Ghasemi, H.; Taheri-Anganeh, M. Laccase: Various types and applications. Biotechnol. Appl. Biochem. 2022, 69, 2658–2672. [Google Scholar] [CrossRef]
  16. Aza, P.; Camarero, S. Fungal laccases: Fundamentals, engineering and classification update. Biomolecules 2023, 13, 1716. [Google Scholar] [CrossRef]
  17. Brugnari, T.; Pereira, M.G.; Bubna, G.A.; Freitas, E.N.; Contato, A.G.; Corrêa, R.C.G.; Castoldi, R.; Souza, C.G.M.; Polizeli, M.d.L.T.d.M.; Bracht, A.; et al. A highly reusable MANAE-agarose-immobilized Pleurotus ostreatus laccase for degradation of bisphenol A. Sci. Total Environ. 2018, 634, 1346–1351. [Google Scholar] [CrossRef]
  18. Brugnari, T.; Contato, A.G.; Pereira, M.G.; Freitas, E.N.; Bubna, G.A.; Aranha, G.M.; Bracht, A.; Polizeli, M.d.L.T.d.M.; Peralta, R.M. Characterisation of free and immobilised laccases from Ganoderma lucidum: Application on bisphenol a degradation. Biocatal. Biotransform. 2021, 39, 71–80. [Google Scholar] [CrossRef]
  19. Rostami, A.; Abdelrasoul, A.; Shokri, Z.; Shivarndi, Z. Application and mechanisms of free and immobilized laccase in detoxification of phenolic compounds—A review. Korean J. Chem. Eng. 2022, 39, 821–832. [Google Scholar] [CrossRef]
  20. Elsayed, A.M.; Mahmoud, M.; Karim, G.S.A.A.; Abdelraof, M.; Othman, A.M. Purification and biochemical characterization of two laccase isoenzymes isolated from Trichoderma harzianum S7113 and its application for bisphenol A degradation. Microb. Cell Fact. 2023, 22, 1. [Google Scholar] [CrossRef]
  21. Kelbert, M.; Pereira, C.S.; Daronch, N.A.; Cesca, K.; Michels, C.; Oliveira, D.; Soares, H.M. Laccase as an efficacious approach to remove anticancer drugs: A study of doxorubicin degradation, kinetic parameters, and toxicity assessment. J. Hazard. Mater. 2021, 409, 124520. [Google Scholar] [CrossRef] [PubMed]
  22. Nuryana, I.; Dewi, K.S.; Andriani, A.; Laksmi, F.A. Potential activity of recombinant laccase for biodegradation of ampicillin. IOP Conf. Ser. Earth Environ. Sci. 2023, 1201, 012071. [Google Scholar] [CrossRef]
  23. Serbent, M.P.; Magario, I.; Saux, C. Immobilizing white-rot fungi laccase: Toward bio-derived supports as a circular economy approach in organochlorine removal. Biotechnol. Bioeng. 2023, 121, 434–455. [Google Scholar] [CrossRef] [PubMed]
  24. Pandey, D.; Daverey, A.; Dutta, K.; Arunachalam, K. Bioremoval of toxic malachite green from water through simultaneous decolorization and degradation using laccase immobilized biochar. Chemosphere 2022, 297, 123126. [Google Scholar] [CrossRef] [PubMed]
  25. George, J.; Rajendran, D.S.; Kumar, P.S.; Anand, S.S.; Kumar, V.V.; Rangasamy, G. Efficient decolorization and detoxification of triarylmethane and azo dyes by porous-cross-linked enzyme aggregates of Pleurotus ostreatus laccase. Chemosphere 2023, 356, 142016. [Google Scholar] [CrossRef]
  26. Sun, C.; Cheng, X.; Yuan, C.; Xia, X.; Zhou, Y.; Zhu, X. Carboxymethyl cellulose/Tween 80/Litsea cubeba essential oil nanoemulsion inhibits the growth of Penicillium digitatum and extends the shelf-life of ‘Shatangju’ mandarin. Food Control 2024, 160, 11032. [Google Scholar] [CrossRef]
  27. Singh, D.; Gupta, N. Microbial laccase: A robust enzyme and its industrial applications. Biologia 2020, 75, 1183–1193. [Google Scholar] [CrossRef]
  28. Chaudhary, S.; Singh, A.; Varma, A.; Porwal, S. Recent advancements in biotechnological applications of laccase as a multifunctional enzyme. J. Pure Appl. Microbiol. 2022, 16, 1479–1491. [Google Scholar] [CrossRef]
  29. Ayodeji, F.D.; Shava, B.; Iqbal, H.M.N.; Ashraf, S.S.; Cui, J.; Franco, M.; Bilal, M. Biocatalytic versatilities and biotechnological prospects of laccase for a sustainable industry. Catal. Lett. 2023, 153, 1931–1956. [Google Scholar] [CrossRef]
  30. Malhotra, M.; Suman, S.K. Laccase-mediated delignification and detoxification of lignocellulosic biomass: Removing obstacles in energy generation. Environ. Sci. Pollut. Res. 2021, 28, 58929–58944. [Google Scholar] [CrossRef]
  31. Nazar, M.; Xu, Q.; Zahoor; Ullah, M.W.; Khan, N.A.; Iqbal, B.; Zhu, D. Integrated laccase delignification with improved lignocellulose recalcitrance for enhancing enzymatic saccharification of ensiled rice straw. Ind. Crops Prod. 2023, 202, 116981. [Google Scholar] [CrossRef]
  32. Mustafa, A.H.; Rashid, S.S.; Rahim, M.H.A.; Roslan, R.; Musa, W.A.M.; Sikder, B.H.; Sasi, A.A. Enzymatic pretreatment of lignocellulosic biomass: An overview. J. Chem. Eng. Ind. Biotechnol. 2022, 8, 1–7. [Google Scholar] [CrossRef]
  33. Sawhney, D.; Vaid, S.; Bangotra, R.; Sharma, S.; Dutt, H.C.; Kapoor, N.; Mahajan, R.; Bajaj, B.K. Proficient bioconversion of rice straw biomass to bioethanol using a novel combinatorial pretreatment approach based on deep eutectic solvent, microwave irradiation and laccase. Bioresour. Technol. 2023, 373, 128791. [Google Scholar] [CrossRef] [PubMed]
  34. Tiwari, A.; Chen, C.W.; Haldar, D.; Patel, A.K.; Dong, C.D.; Singhania, R.R. Laccase in biorefinery of lignocellulosic biomass. Appl. Sci. 2023, 13, 4673. [Google Scholar] [CrossRef]
  35. Alvarado-Ramírez, J.; Rostro-Alanis, M.; Rodríguez-Rodríguez, J.; Casillo-Zacarias, C.; Sosa-Hernandéz, J.; Barceló, D.; Iqbal, H.M.N.; Parra-Saldívar, R. Exploring current tendencies in techniques and materials for immobilization of laccases—A review. Int. J. Biol. Macromol. 2021, 181, 683–696. [Google Scholar] [CrossRef]
  36. Aranha, G.M.; Contato, A.G.; Salgado, J.C.S.; Oliveira, T.B.; Retamiro, K.M.; Ortolan, G.G.; Crevelin, E.J.; Nakamura, C.V.; Moraes, L.A.B.; Peralta, R.M.; et al. Biochemical characterization and biological properties of mycelium extracts from Lepista sordida GMA-05 and Trametes hirsuta GMA-01: New mushroom strains isolated in Brazil. Braz. J. Microbiol. 2023, 53, 349–358. [Google Scholar] [CrossRef]
  37. Contato, A.G.; Vici, A.C.; Pinheiro, V.E.; de Oliveira, T.B.; de Freitas, E.N.; Aranha, G.M.; Valvassora Junior, A.L.A.; Vargas-Rechia, C.G.; Buckeridge, M.S.; Polizeli, M.L.T.M. Comparison of Trichoderma longibrachiatum xyloglucanase production using tamarind (Tamarindus indica) and jatoba (Hymenaea courbaril) seeds: Factorial design and immobilization on ionic supports. Fermentation 2022, 8, 510. [Google Scholar] [CrossRef]
  38. Scarcella, A.S.A.; Pasin, T.M.; de Lucas, R.C.; Ferreira-Nozawa, M.S.; de Oliveira, T.B.; Contato, A.G.; Grandis, A.; Buckeridge, M.S.; Polizeli, M.L.T.M. Holocellulase production by filamentous fungi: Potential in the hydrolysis of energy cane and other sugarcane varieties. Biomass Convers. Biorefin. 2021, 13, 1163–1174. [Google Scholar] [CrossRef]
  39. Contato, A.G.; Brugnari, T.; Sibin, A.P.A.; Buzzo, A.J.R.; Sá-Nakanishi, A.B.; Bracht, L.; Bersani-Amado, C.A.; Peralta, R.M.; Souza, C.G.M. Biochemical properties and effects of mitochondrial respiration of aqueous extracts of basidiomycete mushrooms. Cell Biochem. Biophys. 2020, 78, 111–119. [Google Scholar] [CrossRef]
  40. Vogel, H.J. A convenient growth medium for Neurospora crassa. Microb. Genet. Bull. 1956, 13, 42–47. [Google Scholar]
  41. Freitas, E.N.; Bubna, G.A.; Brugnari, T.; Kato, C.G.; Nolli, M.; Rauen, T.G.; Moreira, R.F.P.M.; Peralta, R.A.; Bracht, A.; Souza, C.G.M.; et al. Removal of bisphenol A by laccases from Pleurotus ostreatus and Pleurotus pulmonarius and evaluation of ecotoxicity of degradation products. Chem. Eng. J. 2017, 330, 1361–1369. [Google Scholar] [CrossRef]
  42. Freitas, E.N.; Alnoch, R.C.; Contato, A.G.; Nogueira, K.M.V.; Crevelin, E.D.; Moraes, L.A.B.; Silva, R.N.; Martínez, C.A.; Polizeli, M.L.T.M. Enzymatic pretreatment with laccases from Lentinus sajor-caju induces structural modification in lignin and enhances the digestibility of tropical forage grass (Panicum maximum) grown under future climate conditions. Int. J. Mol. Sci. 2021, 17, 9445. [Google Scholar] [CrossRef] [PubMed]
  43. Miller, G.L. Use of dinitrosalicylic acid reagent for determination of reducing sugar. Anal. Chem. 1959, 31, 426–428. [Google Scholar] [CrossRef]
  44. Guedes-Júnior, J.G.E.; Mattor, F.R.; Sabi, G.J.; Carvalho, W.C.A.; Luiz, J.H.H.; Cren, E.C.; Fernandez-Lafuente, R.; Mendes, A.A. Design of a sustainable process for enzymatic production of ethylene glycol diesters via hydroesterification of used soybean cooking oil. J. Environ. Chem. Eng. 2022, 10, 107062. [Google Scholar] [CrossRef]
  45. Monteiro, L.M.O.; Pereira, M.G.; Vici, A.C.; Heinen, P.R.; Buckeridge, M.S.; Polizeli, M.L.T.M. Efficient hydrolysis of wine and grape juice anthocyanins by Malbranchea pulchella β-glucosidase immobilized on MANAE-agarose and ConA-Sepharose supports. Int. J. Biol. Macromol. 2019, 136, 1133–1141. [Google Scholar] [CrossRef]
  46. Sheldon, R.A.; van Pelt, S. Enzyme immobilisation in biocatalysis: Why, what and how. Chem. Soc. Rev. 2013, 42, 6223–6235. [Google Scholar] [CrossRef]
  47. Andrades, D.; Graebin, N.G.; Kadowaki, M.K.; Ayub, M.A.Z.; Fernandez-Lafuente, R.; Rodrigues, R.C. Immobilization and stabilization of different β-glucosidases using the glutaraldehyde chemistry: Optimal protocol depends on the enzyme. Int. J. Biol. Macromol. 2019, 129, 672–678. [Google Scholar] [CrossRef]
  48. McIlvaine, T.C. A buffer solution for colorimetric comparison. J. Biol. Chem. 1921, 49, 183–186. [Google Scholar] [CrossRef]
  49. Contato, A.G.; Inácio, F.D.; Brugnari, T.; Araújo, C.A.V.; Maciel, G.M.; Haminiuk, C.W.I.; Peralta, R.M.P.; Souza, G.G.M. Solid-state fermentation with orange juice waste: Optimization of laccase production from Pleurotus pulmonarius CCB-20 and descolorization of synthetic dyes. Acta Sci. Biol. 2020, 42, e52699. [Google Scholar]
  50. Bentil, J.A.; Thygesen, A.; Mensah, M.; Lange, L.; Meyer, A.S. Cellulase production by white-rot basidiomycetous fungi: Solid-state versus submerged cultivation. Appl. Microbiol. Biotechnol. 2018, 102, 5827–5839. [Google Scholar] [CrossRef]
  51. Kameshwar, A.K.S.; Qin, W. Comparative study of genome-wide plant biomass-degrading CAZymes in white rot, brown rot and soft rot fungi. Mycology 2018, 9, 93–105. [Google Scholar] [CrossRef] [PubMed]
  52. Chmelová, D.; Legerská, B.; Kunstová, J.; Ondrejovič, M.; Miertuš, S. The production of laccases by white-rot fungi under solid-state fermentation conditions. World J. Microbiol. Biotechnol. 2022, 38, 21. [Google Scholar] [CrossRef] [PubMed]
  53. Huang, Q.; Wang, C.; Zhu, L.; Zhang, D.; Pan, C. Purification, characterization, and gene cloning of two laccase isoenzymes (Lac1 and Lac2) from Trametes hirsuta MX2 and their potential in dye decolorization. Mol. Biol. Rep. 2020, 47, 477–488. [Google Scholar] [CrossRef] [PubMed]
  54. Velásquez-Quintero, C.; Merino-Restrepo, A.; Hormaza-Anaguano, A. Production, extraction, and quantification of laccase obtained from an optimized solid-state fermentation of corncob with white-rot fungi. J. Clean. Prod. 2022, 370, 133598. [Google Scholar] [CrossRef]
  55. Zhou, W.; Zhang, W.; Cai, Y. Laccase immobilization for water purification: A comprehensive review. J. Chem. Eng. 2021, 403, 126272. [Google Scholar] [CrossRef]
  56. Maghraby, Y.R.; El-Shabasy, R.M.; Ibrahum, A.H.; Azzazy, H.M.E.S. Enzyme immobilization technologies and industrial applications. ACS Omega 2023, 8, 5194–5196. [Google Scholar] [CrossRef] [PubMed]
  57. Pinheiro, B.B.; Rios, N.S.; Zanatta, G.; Pessela, B.C.; Gonçalves, L.R.B. Aminated laccases can improve and expand the immobilization protocol on agarose-based supports by ion exchange. Process Biochem. 2023, 133, 292–302. [Google Scholar] [CrossRef]
  58. Vieira, M.F.; Vieira, A.M.S.; Zanin, G.M.; Tardioli, P.W.; Mateo, C.; Guisán, J.M. β-Glucosidase immobilized and stabilized on agarose matrix functionalized with distinct reactive groups. J. Mol. Catal. B Enzym. 2011, 69, 47–53. [Google Scholar] [CrossRef]
  59. Iyer, P.V.; Ananthanarayan, L. Enzyme stability and stabilization—Aqueous and non-aqueous environment. Process Biochem. 2008, 43, 1019–1032. [Google Scholar] [CrossRef]
  60. Khafaga, D.S.R.; Muteeb, G.; Elgarawany, A.; Aatif, M.; Farhan, M.; Allam, S.; Almatar, B.A.; Radwan, M.G. Green nanobiocatalysts: Enhancing enzyme immobilization for industrial and biomedical applications. PeerJ 2024, 12, e17589. [Google Scholar] [CrossRef]
  61. Mohidem, N.A.; Mohamad, M.; Rashid, U.M.; Norizan, M.N.; Hamzah, F. ; Mat, HB Recent advances in enzyme immobilisation strategies: An overview of techniques and composite carriers. J. Compos. Sci. 2023, 7, 488. [Google Scholar] [CrossRef]
  62. Talekar, S.; Pandharbale, A.; Ladole, M.; Nadar, S.; Mulla, M.; Japhalekar, K.; Pattankude, K.; Arage, D. Carrier free co-immobilization of alpha amylase, glucoamylase and pullulanase as combined cross-linked enzyme aggregates (combi-CLEAs): A tri-enzyme biocatalyst with one pot starch hydrolytic activity. Bioresour. Technol. 2013, 147, 269–275. [Google Scholar] [CrossRef] [PubMed]
  63. Singh, R.K.; Tiwari, M.K.; Singh, R.; Lee, J.K. From protein engineering to immobilization: Promising strategies for the upgrade of industrial enzymes. Int. J. Mol. Sci. 2013, 14, 1232–1277. [Google Scholar] [CrossRef] [PubMed]
  64. Pérez-Venegas, M.; Tellez-Cruz, M.M.; Solorza-Feria, O.; López-Munguía, A.; Castillo, E.; Juaristi, E. Thermal and mechanical stability of immobilized Candida antarctica Lipase B: An approximation to mechanochemical energetics in enzyme catalysis. ChemCatChem 2020, 12, 803–811. [Google Scholar] [CrossRef]
  65. Sun, K.; Hong, D.; Liu, J.; Latif, A.; Li, S. Trametes versicolor laccase-assisted oxidative coupling of estrogens: Conversion kinetics, linking mechanisms, and practical applications in water purification. Sci. Total Environ. 2021, 782, 146917. [Google Scholar] [CrossRef]
  66. Wang, C.; Jia, Y.; Luo, J.; Chen, B.; Pan, C. Characterization of thermostable recombinant laccase F from Trametes hirsuta and its application in delignification of rice straw. Bioresour. Technol. 2024, 395, 130382. [Google Scholar] [CrossRef]
  67. Shabaev, A.V.; Moiseenko, K.V.; Glazunova, O.G.; Savinova, O.S.; Fedorova, T.V. Comparative analysis of Peniophora lycii and Trametes hirsuta exoproteomes demonstrates “shades of gray” in the concept of white-rotting fungi. Int. J. Mol. Sci. 2022, 23, 10322. [Google Scholar] [CrossRef]
  68. Moya, E.B.; Syhler, B.; Manso, J.O.; Dragone, G.; Mussatto, S.I. Enzymatic hydrolysis cocktail optimization for the intensification of sugar extraction from sugarcane bagasse. Int. J. Biol. Macromol. 2023, 242, 125051. [Google Scholar] [CrossRef]
  69. Ren, F.; Wu, F.; Wu, X.; Bao, T.; Jie, Y.; Gao, L. Fungal systems for lignocellulose deconstruction: From enzymatic mechanisms to hydrolysis optimization. Glob. Chang. Bio. Bioenergy 2024, 16, e13130. [Google Scholar] [CrossRef]
  70. Shafagh, I.; Shepley, P.; Shepherd, W.; Loveridge, F.; Schellart, A.; Tait, S.; Rees, S.J. Thermal energy transfer around buried pipe infrastructure. Geomech. Energy Environ. 2022, 29, 100273. [Google Scholar] [CrossRef]
  71. Sybuia, P.A.; Contato, A.G.; de Araújo, C.A.V.; Zanzarin, D.M.; Maciel, G.M.; Pilau, E.J.; Peralta, R.M.; de Souza, C.G.M. Application of the white-rot fungus Trametes sp. (C3) laccase in the removal of acetaminophen from aqueous solutions. J. Water Process Eng. 2024, 57, 104677. [Google Scholar] [CrossRef]
  72. de Araújo, C.A.V.; Contato, A.G.; Aranha, G.M.; Maciel, G.M.; Haminiuk, C.W.I.; Inácio, F.D.; Rodrigues, J.H.S.; Peralta, R.M.; de Souza, C.G.M. Biodiscoloration, detoxification and biosorption of Reactive Blue 268 by Trametes sp. M3: A strategy for the treatment of textile effluents. Water Air Soil Pollut. 2020, 231, 349. [Google Scholar] [CrossRef]
  73. Bettin, F.; Cousseau, F.; Marins, K.; Zaccaria, S.; Girardi, V.; Silveira, M.M.; Dillon, A.J.P. Effects of pH, temperature and agitation on the decolourisation of dyes by laccase-containing enzyme preparation from Pleurotus sajor-caju. Braz. Arch. Biol. Techn. 2019, 62, e19180338. [Google Scholar] [CrossRef]
  74. Jawale, J.P.; Nandre, V.S.; Latpate, R.V.; Kulkarni, M.V.; Doshi, P.J. Isolation, characterization and optimizations of laccase producer from soil: A comprehensive study of application of statistical approach to enhance laccase productivity in Myrothecium verrucaria NFCCI 4363. Bioresour. Technol. Rep. 2021, 15, 100751. [Google Scholar] [CrossRef]
  75. Almansa, E.; Kandelbauer, A.; Pereira, L.; Cavaco-Paulo, A.; Guebitz, G.M. Influence of structure on dye degradation with laccase mediator systems. Biocatal. Biotransform. 2004, 22, 315–324. [Google Scholar] [CrossRef]
  76. Maruthamuthu, M.; Dhandavel, R. Binding of bromocresol green onto poly (N-vinyl-2-pyrrolidone). Macromol. Rapid Commun. 1980, 1, 633–636. [Google Scholar] [CrossRef]
  77. Moiseenko, K.V.; Savinova, O.S.; Vasina, D.V.; Kononikhin, A.S.; Tyazhelova, T.V.; Fedorova, T.V. Laccase isoenzymes of Trametes hirsuta LE-BIN072: Degradation of industrial dyes and secretion under the different induction conditions. Appl. Biochem. Microbiol. 2018, 54, 834–841. [Google Scholar] [CrossRef]
  78. Jathanna, N.N.; Krishnamurthy, G.K.; Paithankar, J.G.; Hegde, S.; Goveas, L.C.; Ravindranath, B.S.; Gowdru, M. Phyto-bacterial biosorption of basic fuchsine: A self-sustainable approach towards biomitigation of contaminant of emerging concern. J. Environ. Chem. Eng. 2023, 11, 109330. [Google Scholar] [CrossRef]
  79. Kumar, M.; Mishra, A.; Singh, S.S.; Srivastava, S.; Thakur, I.S. Expression and characterization of novel laccase gene from Pandoraea sp. ISTKB and its application. Int. J. Biol. Macromol. 2018, 115, 308–316. [Google Scholar] [CrossRef]
  80. Shanmugam, S.; Ulaganathan, P.; Sivasubramanian, S.; Esakkimuthu, S.; Krishnaswamy, S.; Subramaniam, S. Trichoderma asperellum laccase mediated crystal violet degradation—Optimization of experimental conditions and characterization. J. Environ. Chem. Eng. 2017, 5, 222–231. [Google Scholar] [CrossRef]
  81. Cañas, A.I.; Camarero, S. Laccases and their natural mediators: Biotechnological tools for sustainable eco-friendly processes. Biotechnol. Adv. 2010, 28, 694–705. [Google Scholar] [CrossRef] [PubMed]
Figure 1. Enzyme activities (U mL−1) for the tested substrates. Orange bars indicate activities assayed with natural substrates. Yellow bars indicate activities assayed with synthetic substrates. The green bar indicates activity assayed with ABTS (data plotted on the right Y-axis). Error bars indicate mean ± standard deviation.
Figure 1. Enzyme activities (U mL−1) for the tested substrates. Orange bars indicate activities assayed with natural substrates. Yellow bars indicate activities assayed with synthetic substrates. The green bar indicates activity assayed with ABTS (data plotted on the right Y-axis). Error bars indicate mean ± standard deviation.
Reactions 05 00032 g001
Figure 2. Contour plot (a) and Pareto chart of effects (b) regarding the influence of carbon source (g) and temperature (°C) in the dependent variable laccase activity (U mL−1).
Figure 2. Contour plot (a) and Pareto chart of effects (b) regarding the influence of carbon source (g) and temperature (°C) in the dependent variable laccase activity (U mL−1).
Reactions 05 00032 g002
Figure 3. Reusability of the CMC-immobilized crude enzymatic extract after 20 cycles.
Figure 3. Reusability of the CMC-immobilized crude enzymatic extract after 20 cycles.
Reactions 05 00032 g003
Figure 4. Optimum temperature (a) and thermostability (b) for the T. hirsuta enzymatic extracts containing laccase. (●) Crude extract laccase; (●) immobilized crude extract laccase. Thermostability was evaluated at the optimum temperature: 70 °C for the crude extract (CE) and 60 °C for immobilized crude extract (ICE).
Figure 4. Optimum temperature (a) and thermostability (b) for the T. hirsuta enzymatic extracts containing laccase. (●) Crude extract laccase; (●) immobilized crude extract laccase. Thermostability was evaluated at the optimum temperature: 70 °C for the crude extract (CE) and 60 °C for immobilized crude extract (ICE).
Reactions 05 00032 g004
Figure 5. Optimum pH (a) and pH stability (b) for the T. hirsuta enzymatic extracts containing laccase. The stability tests were performed at 4 °C. (●) Crude extract laccase; (●) immobilized crude extract laccase.
Figure 5. Optimum pH (a) and pH stability (b) for the T. hirsuta enzymatic extracts containing laccase. The stability tests were performed at 4 °C. (●) Crude extract laccase; (●) immobilized crude extract laccase.
Reactions 05 00032 g005
Figure 6. Sugarcane bagasse hydrolysis after 24 and 48 h with T. hirsuta crude extract. Buffer. Negative control; CE. T. hirsuta crude extract.
Figure 6. Sugarcane bagasse hydrolysis after 24 and 48 h with T. hirsuta crude extract. Buffer. Negative control; CE. T. hirsuta crude extract.
Reactions 05 00032 g006
Table 1. CCD planning matrix with 3 repetitions on the central point for laccase activity optimization.
Table 1. CCD planning matrix with 3 repetitions on the central point for laccase activity optimization.
RunTemperature °C (x1)Orange Waste g (x2)Experimental Activity (U mL−1)Predicted Activity (U mL−1)Residue
1−1 (24)−1 (3.0)3.5753.655−0.08042
21 (32)−1 (3.0)3.6565.284−1.62817
3−1 (24)1 (4.0)4.6925.062−0.37032
41 (32)1 (4.0)7.4449.362−1.91808
5−1.41 (22)0 (3.5)1.0831.175−0.09247
61.41 (34)0 (3.5)7.4585.3552.10293
70 (28)−1.41 (2.8)7.3476.5470.79962
80 (28)1.41 (4.2)11.62510.4141.21083
90 (28)0 (3.5)11.20811.223−0.01497
100 (28)0 (3.5)11.22211.223−0.000
110 (28)0 (3.5)11.21511.223−0.00797
Table 2. ANOVA test for the model obtained after culture optimization.
Table 2. ANOVA test for the model obtained after culture optimization.
Source of VariationSum of SquaresDegrees of FreedomMean SquareFcalcFtab
Model717.2121071.71215.563.35
Residual36.87184.609
Lack of fit34.14765.6914.1819.33
Error2.72321.361
Total754.08210
R2 = 0.91; p < 0.05.
Table 3. Immobilization parameters were calculated for each support and time.
Table 3. Immobilization parameters were calculated for each support and time.
Ionic SupportsTime (min)
3060120
IyEfRaIyEfRaIyEfRa
DEAE-cellulose9.0 ± 0.712.9 ± 0.46.5 ± 0.37.9 ± 0.610.2 ± 0.15.6 ± 0.49.1 ± 0.79.9 ± 0.66.5 ± 0.2
MANAE-agarose20.6 ± 0.232.5 ± 1.118.0 ± 0.720.9 ± 0.329.8 ± 0.218.1 ± 0.321.0 ± 0.127.3 ± 0.217.9 ± 0.1
PEI-agarose6.2 ± 0.319.3 ± 0.15.8 ± 0.34.9 ± 0.519.6 ± 0.24.5 ± 0.34.2 ± 0.719.0 ± 0.23.8 ± 0.3
DEAE-Sephacel12.0 ± 0.423.2 ± 0.77.6 ± 0.39.4 ± 0.120.8 ± 0.56.6 ± 0.410.0 ± 0.3 17.6 ± 0.17.1 ± 0.4
CM-cellulose93.1 ± 3.462.7 ± 0.891.9 ± 1.165.7 ± 1.361.9 ± 0.662.5 ± 0.858.4 ± 0.258.7 ± 0.556.0 ± 0.9
MANAE-cellulose13.7 ± 0.415.8 ± 0.26.3 ± 0.49.7 ± 0.114.3 ± 0.14.1 ± 0.110.4 ± 0.114.5 ± 0.74.3 ± 0.4
DEAE-agarose19.5 ± 0.155.3 ± 0.415.5 ± 0.120.1 ± 0.653.1 ± 0.715.5 ± 0.614.7 ± 2.152.8 ± 1.910.4 ± 0.8
Iy: Immobilization yield (%); Ef: immobilization efficiency (%); Ra: recovered activity (%).
Table 4. Decolorization (%) achieved after incubation with 3 U of T. hirsuta CE.
Table 4. Decolorization (%) achieved after incubation with 3 U of T. hirsuta CE.
Dyeλmax (nm)0.05% (w/v)0.01% (w/v)0.005% (w/v)
Bromophenol blue61071.9 ± 2.465.7 ± 3.433.9 ± 7.1
Methylene Blue6652.9 ± 1.06.3 ± 4.852.4 ± 9.8
Trypan blue58035.9 ± 8.683.4 ± 0.378.5 ± 5.2
Orcein57970.8 ± 2.136.9 ± 9.249.0 ± 2.8
Ponceau S5150 46.6 ± 0.248.2 ± 1.9
Bromocresol green64096.6 ± 2.789.7 ± 1.284.6 ± 1.8
Methyl Red52043.6 ± 0.834.6 ± 2.02.0 ± 0.9
Congo red49814.8 ± 5.973.2 ± 0.672.3 ± 2.1
Victoria Blue B615069.3 ± 0.762.2 ± 3.9
Gentian violet587059 ± 2.172.1 ± 3.2
Assays were performed at pH 5.0 and 28 °C. λmax: wavelength corresponding to maximum absorption.
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Ortolan, G.G.; Contato, A.G.; Aranha, G.M.; Salgado, J.C.S.; Alnoch, R.C.; Polizeli, M.d.L.T.d.M. Enhancing Laccase Production by Trametes hirsuta GMA-01 Using Response Surface Methodology and Orange Waste: A Novel Breakthrough in Sugarcane Bagasse Saccharification and Synthetic Dye Decolorization. Reactions 2024, 5, 635-650. https://doi.org/10.3390/reactions5030032

AMA Style

Ortolan GG, Contato AG, Aranha GM, Salgado JCS, Alnoch RC, Polizeli MdLTdM. Enhancing Laccase Production by Trametes hirsuta GMA-01 Using Response Surface Methodology and Orange Waste: A Novel Breakthrough in Sugarcane Bagasse Saccharification and Synthetic Dye Decolorization. Reactions. 2024; 5(3):635-650. https://doi.org/10.3390/reactions5030032

Chicago/Turabian Style

Ortolan, Guilherme Guimarães, Alex Graça Contato, Guilherme Mauro Aranha, Jose Carlos Santos Salgado, Robson Carlos Alnoch, and Maria de Lourdes Teixeira de Moraes Polizeli. 2024. "Enhancing Laccase Production by Trametes hirsuta GMA-01 Using Response Surface Methodology and Orange Waste: A Novel Breakthrough in Sugarcane Bagasse Saccharification and Synthetic Dye Decolorization" Reactions 5, no. 3: 635-650. https://doi.org/10.3390/reactions5030032

APA Style

Ortolan, G. G., Contato, A. G., Aranha, G. M., Salgado, J. C. S., Alnoch, R. C., & Polizeli, M. d. L. T. d. M. (2024). Enhancing Laccase Production by Trametes hirsuta GMA-01 Using Response Surface Methodology and Orange Waste: A Novel Breakthrough in Sugarcane Bagasse Saccharification and Synthetic Dye Decolorization. Reactions, 5(3), 635-650. https://doi.org/10.3390/reactions5030032

Article Metrics

Back to TopTop