Cellulase Production by Trichoderma viride in Submerged Fermentation using Response Surface Methodology
Cellulase Production by Trichoderma viride in Submerged Fermentation using Response Surface Methodology
Tehreem Zahra1, Muhammad Irfan1, Muhammad Nadeem2, Misbah Ghazanfar1, Qurratulain Ahmad3, Shaukat Ali4, Farzana Siddique5, Zarina Yasmeen6, Marcelo Franco7
1Department of Biotechnology, University of Sargodha, Sargodha, Pakistan
2Food and Biotechnology Research Center, PCSIR Labs. Complex, Ferozpure Road, Lahore, Pakistan
3Institute of Biochemistry and Biotechnology, University of the Punjab, New Campus, Lahore.
4Department of Zoology, Government College University, Lahore, Pakistan
5Institute of food science and nutrition, University of Sargodha, Sargodha, Pakistan
6Post Harvest Research Centre, Ayub Agriculture Research Institute, Faisalabad, Pakistan
7Department of Exact Sciences and Technology, State University of Santa Cruz (UESC), Ilhéus, 45662-900 Brazil
Abstract | The potential of Trichoderma viride for cellulase production using seed pods of silk cotton tree as substrate in submerged fermentation by response surface methodology has been investigated. Three variables like substrate concentration, peptone and KH2PO4 were optimized at three levels. The optimum carboxymethylcellulase (CMCase) activity and filter paper cellulase (FPase) activity was obtained after 96 hours of incubation with optimum conditions of media containing 5% substrate concentration, 0.05% peptone and KH2PO4 concentration of 0.5% with pH 5.0 at incubation temperature of 30ᵒC. The model proposed was found significant. The cellulase produced could be potentially used in industries especially for biofuel production.
Novelty Statement | This is first report on cellulase production using Bombyx cieba as substrate in submerged fermentation by Trichoderma viride.
Article History
Received: May 16, 2020
Revised: May 24, 2020
Accepted: September 27, 2020
Published: December 18, 2020
Authors’ Contributions
TZ conducted the experimental work and MN supervised it. MI designed the study and analysed the data. MG wrote the first draft while SA and MF revised it. QA, FS and ZY helped in literature review.
Keywords
Cellulase, Submerged fermentation, Trichoderma sp., Bombax ceiba, RSM
Corresponding Author: Muhammad Irfan
To cite this article: Zahra, T., Irfan, M., Nadeem, M., Ghazanfar, M., Ahmad, Q., Ali, S., Siddique, F., Yasmeen, Z. and Franco, M., 2020. Cellulase production by Trichoderma viride in submerged fermentation using response surface methodology. Punjab Univ. J. Zool., 35(2): 223-228. https://dx.doi.org/10.17582/journal.pujz/2020.35.2.223.228
Introduction
Cellulose is a copious as well as ubiquitous natural polymer, being principal constituent of plant cell wall. Glucose units linked via β-1,4-glycosidic bond form polymer of cellulose. Cellulase is a group of enzymes required to break this linkage to liberate these glucose molecules. (Ghazanfar et al., 2019; Nazir et al., 2019). These are inducible enzymes synthesized by microorganisms while propagating on cellulosic matter (Singh et al., 2019). As described earlier that cellulase is a group of enzymes which consists of endoglucanases, exoglucanases or cellobiohydrolases, and β-glucosidases (Jayasekara and Ratnayake, 2019; Srivastava et al., 2018; Thota et al., 2017). Biotechnologically cellulase is a chief enzyme due to its several applications in industries including beer and wine industry, textile industry, food industry, paper and pulp industry, biofuel production, agriculture and medical applications (Ibrahim et al., 2015; Jayasekara and Ratnayake, 2019). Various microorganisms (e.g. fungi and bacteria) have ability to degrade cellulose, some of them produce significant amount of extracellular enzymes. Fungi are mostly preferred over bacteria due to versatile substrate utilization and penetration ability. Fungi like Trichoderma, Aspergillus, Cladosporium, Penicillium, Scopulariopsis, Stachybotrys, Verticillium and Chaetomium have been investigated for cellulase production. Among them Trichoderma and Aspergillus and are mostly studied, as are used for industrial and agricultural purposes (Chinedu et al., 2011; Pradeep et al., 2012; Singh et al., 2019).
Conventionally there are two types of techniques for enzyme production namely submerged fermentation (SmF) and solid state fermentation (SSF). SmF contains free flowing nutrient media with microorganisms whereas SSF occurs on solids in the absence of free water. SmF is generally used for production of enzymes on large scale as this type of fermentation is easy to control, also offers ease of purification and product recovery. Different fungal strains have been used in SmF for cellulase production (Leghlimi et al., 2017; Srivastava et al., 2018). Various cellulosic substrates such as sugarcane bagasse, rice husk, wheat bran, coconut coir pith, tea production waste and rice bran etc. have been utilized for production of cellulase enzyme by employing different microbes (Ghazanfar et al., 2019). In present study cellulase production by Trichoderma strain in SmF was studied using seed pods of silk cotton tree (Bombax ceiba) as substrate employing Box Behnken design (BBD) of response surface methodology (RSM).
Materials and Methods
Substrate
Seed pods of silk cotton tree were used as substrate for production of cellulase. The substrate was collected, washed, dried and ground to powder form (2mm) and used for cellulase production in SmF.
Microorganism
Trichoderma viride was obtained from Fermentation Lab, PCSIR Ferozepur road Lahore, for cellulase production. The fungal strain was cultured on potato dextrose agar (PDA) slants and revived biweekly.
Inoculum preparation
Inoculum was prepared by shifting a loop of Trichoderma viride (in sterilized conditions) from slant to Erlenmeyer’s flasks containing 100 mL of media, keeping flask at 30ºC for 96 h in water bath shaker.
Submerged fermentation
Twenty-five milliliter of medium containing with different concentration of substrate (X1), peptone (X2) and KH2PO4 (X3) was taken (as per experimental design) in 250 mL Erlenmeyer flask and sterilized at 121ºC for 15 minutes. Then 1 mL of inoculum suspension was added aseptically in sterilized media and incubated at 30ºC at 120 rpm of agitation speed. Samples were taken after every 24 h for 4 days. Broth was centrifuged at 10000 rpm for 10 minutes at 4ºC. The supernatant was used as a source of crude cellulase enzyme. All experimentations were run parallel in duplicate.
Enzyme assay
CMCase and FPase activity was measured as described by Irfan et al. (2011). Glucose was taken as standard and one enzyme unit is quantity of enzyme required to produce one micromole of glucose per milliliter per minute under standard assay condition.
Experimental design
BBD of RSM was used to carry out enzyme production. The parameters and their levels used are presented in Table 1.
Table 1: Coded and actual level of the three independent variables for cellulase production.
Code and actual factor level |
||||
Variables |
Codes |
-1 |
0 |
+1 |
Substrate (%) |
X1 |
1 |
3 |
5 |
Peptone (%) |
X2 |
0.275 |
0.05 |
0.5 |
KH2PO4 (%) |
X3 |
0.1 |
0.3 |
0.5 |
Results and Discussion
For production of cellulase through Trichoderma viride using RSM, experiments were designed through BBD using three independent variables with their three levels. Significance of different percentage compositions of fermentation media components was evaluated by enzyme assay. The nutritional optimization of fermentation media was investigated to improve the cellulase production in SmF.
At different percentage concentrations of media components experiments were conducted, observed and predicted values for CMCase and FPase were compared and the residual obtained showed the relationship of variables (Tables 2, 3). The maximum observed value for CMCase (5.60 IU/ml) after 96 hours of incubation was closed to the predicted value 5.40 IU/ml that shows its validity at optimized conditions of medium components X1 (5%), X2 (0.05%) and X3 (0.3%). While the maximum observed value for FPase 8.70 IU/ml (at X1 3%, X2 0.3, X3 0.5%) after 96 hours of incubation was closed to the predicted value 8.387 IU/ml that also shows its validity. The enzyme values were calculated using second order polynomial regression equation (Equations 1 and 2).
CMCase (IU/ml)= -0.951+1.175 X1+5.78 X2-2.81 X3-0.0521 X12+10.70 X22 + 0.42 X32 - 3.000 X1× X2+ 2.063 X1×X3 - 5.00 X2×X3 …….(1)
FPase (IU/ml)= 6.027 + 1.083X1 - 13.73 X2+4.38 X3-0.2119 X12+ 5.38 X22 - 18.75 X32 + 1.611 X1×X2+ 1.131 X1×X3 + 16.06 X2×X3 ……(2)
Table 2: BBD results showing observed and predicted response for CMCase activity.
Run No. |
X1 (%) |
X2 (%) |
X3 (%) |
CM Case (IU/ml) |
Residual |
|
Observed |
Predicted |
|||||
1 |
3 |
0.5 |
0.1 |
3.50 |
3.262 |
0.2375 |
2 |
1 |
0.05 |
0.3 |
0.30 |
0.075 |
0.2250 |
3 |
5 |
0.275 |
0.1 |
2.50 |
2.512 |
-0.0125 |
4 |
3 |
0.275 |
0.3 |
2.90 |
2.666 |
0.2333 |
5 |
1 |
0.275 |
0.1 |
1.50 |
1.537 |
-0.0375 |
6 |
3 |
0.275 |
0.3 |
2.80 |
2.666 |
0.1333 |
7 |
1 |
0.275 |
0.5 |
0.80 |
0.787 |
0.0125 |
8 |
3 |
0.275 |
0.3 |
2.30 |
2.666 |
-0.3666 |
9 |
5 |
0.275 |
0.5 |
5.10 |
5.062 |
0.0375 |
10 |
3 |
0.5 |
0.5 |
3.90 |
3.712 |
0.1875 |
11 |
5 |
0.05 |
0.3 |
5.60 |
5.400 |
0.2000 |
12 |
1 |
0.5 |
0.3 |
3.10 |
3.300 |
-0.2000 |
13 |
3 |
0.05 |
0.1 |
2.10 |
2.287 |
-0.1875 |
14 |
5 |
0.5 |
0.3 |
3.00 |
3.225 |
-0.2250 |
15 |
3 |
0.05 |
0.5 |
3.40 |
3.637 |
-0.2375 |
Table 3: BBD results showing observed and predicted response for FPase activity.
Run No. |
X1 (%) |
X2 (%) |
X3 (%) |
FPase (IU/ml) |
Residual |
|
Observed |
Predicted |
|||||
1 |
3 |
0.50 |
0.1 |
5.60 |
5.661 |
-0.061 |
2 |
1 |
0.05 |
0.3 |
6.20 |
6.512 |
-0.312 |
3 |
5 |
0.275 |
0.1 |
6.00 |
6.251 |
-0.251 |
4 |
3 |
0.275 |
0.3 |
7.50 |
7.300 |
0.200 |
5 |
1 |
0.275 |
0.1 |
4.90 |
4.778 |
0.121 |
6 |
3 |
0.275 |
0.3 |
7.20 |
7.300 |
-0.100 |
7 |
1 |
0.275 |
0.5 |
4.50 |
4.248 |
0.251 |
8 |
3 |
0.275 |
0.3 |
7.20 |
7.300 |
-0.100 |
9 |
5 |
0.275 |
0.5 |
7.41 |
7.531 |
-0.121 |
10 |
3 |
0.50 |
0.5 |
7.29 |
7.481 |
-0.191 |
11 |
5 |
0.05 |
0.3 |
7.50 |
7.440 |
0.060 |
12 |
1 |
0.50 |
0.3 |
4.50 |
4.560 |
-0.060 |
13 |
3 |
0.05 |
0.1 |
7.80 |
7.608 |
0.191 |
14 |
5 |
0.50 |
0.3 |
8.70 |
8.387 |
0.312 |
15 |
3 |
0.05 |
0.5 |
6.60 |
6.538 |
0.061 |
All the data collected was statistically analysed and the analysis of variance showed that the proposed model was significant for both CMCase and FPase having F values of 26.59 and 24.56 with P- value of 0.001 respectively (Table 4). R2 value for CMCase and FPase was 97.95% and 97.79% respectively. This showed the accuracy of the model (Figure 1). The adjusted R2 (Adj) values were 94.27% and 93.81% for CMCase and FPase respectively.
Figure 2 demonstrated contour plots for CMCase and FPase production from T. viride in SmF. Different color patterns in these plots reflect different enzyme values at various concentrations. Results shows that concentration of each variable had significant effects on cellulase production in SmF at 30˚C. This shows that cellulase production was mainly dependent on various nutritional components.
Desirability chart showed that if the value of substrate conc. (var1) is 3%, peptone (var2) is 0.275% and KH2PO4 (var3) is 0.3% then the maximum CMCase production would be 5.6846 and minimum value would be 0.02201 and FPase production would be 9.1317 and minimum value would be 4.0550 IU/ml. This was confirmed through repeated experiments as shown in Figure 3 and 4.
Bhoosreddy (2014) worked on Trichoderma viride and Aspergillus niger using corncob as substrate and revealed maximum cellulose production after 96-120 h of incubation. Khokhar et al. (2014) obtained maximum cellulase production from wheat straw after 96 h of incubation by Trichoderma reesei. Most important source for effective cellulase production is the carbon source. Penicillium sp. produced cellulase in SSF using leaves of Agave salmiana as carbon source (Silva-Mendoza et al. 2020). employed wheat bran or sawdust as substrate for cellulase production. Peptone as nitrogen source resulted the maximum cellulase production as stated by . Highest CMCase activity (1.18 U/ml) was observed at 5.0 g L -1 lactose concentration (). used sorghum waste as carbon source for cellulase production and observed maximum enzyme titer (13.5 U/mL) after 4 days of incubation in SmF. used Aspergillus niger for cellulase production in SmF and observed maximum yield after 96 h. reported (NH4)2SO4 as nitrogen source for cellulase production. In nutritional optimization cellulase production is mainly dependent on substrate, carbon and nitrogen source utilizing in fermentation media.
Table 4: Analysis of variance for CMCase and FPase.
Source |
DF |
SS |
MS |
F-Value |
P-Value |
|
CMCase |
Model |
9 |
27.4832 |
3.0537 |
26.59 |
0.001 |
Linear |
3 |
15.9525 |
5.3175 |
46.31 |
0.000 |
|
X1 |
1 |
13.7812 |
13.7812 |
120.01 |
0.000 |
|
X2 |
1 |
0.5513 |
0.5513 |
4.80 |
0.080 |
|
X3 |
1 |
1.6200 |
1.6200 |
14.11 |
0.013 |
|
Square |
3 |
1.3157 |
0.4386 |
3.82 |
0.092 |
|
X12 |
1 |
0.1603 |
0.1603 |
1.40 |
0.291 |
|
X22 |
1 |
1.0833 |
1.0833 |
9.43 |
0.028 |
|
X32 |
1 |
0.0010 |
0.0010 |
0.01 |
0.928 |
|
2-Way interaction |
3 |
10.215 |
3.4050 |
29.65 |
0.001 |
|
X1×X2 |
1 |
7.2900 |
7.2900 |
63.48 |
0.001 |
|
X1×X3 |
1 |
2.7225 |
2.7225 |
23.71 |
0.005 |
|
X2×X3 |
1 |
0.2025 |
0.2025 |
1.76 |
0.242 |
|
Error |
5 |
0.5742 |
0.1148 |
|||
Lack-of-fit |
3 |
0.3675 |
0.1225 |
1.19 |
0.488 |
|
Pure error |
2 |
0.2067 |
0.1033 |
|||
Total |
14 |
28.057 |
||||
FPase |
Model |
9 |
22.0527 |
2.4503 |
24.56 |
0.001 |
Linear |
3 |
12.0913 |
4.0304 |
40.40 |
0.001 |
|
X1 |
1 |
11.3050 |
11.3050 |
113.32 |
0.000 |
|
X2 |
1 |
0.5050 |
0.5050 |
5.06 |
0.074 |
|
X3 |
1 |
0.2812 |
0.2812 |
2.82 |
0.154 |
|
Square |
3 |
4.9519 |
1.6506 |
16.55 |
0.005 |
|
X12 |
1 |
2.6520 |
2.6520 |
26.58 |
0.004 |
|
X22 |
1 |
0.2742 |
0.2742 |
2.75 |
0.158 |
|
X32 |
1 |
2.0769 |
2.0769 |
20.82 |
0.006 |
|
2-Way Interaction |
3 |
5.0096 |
1.6699 |
16.74 |
0.005 |
|
X1×X2 |
1 |
2.1025 |
2.1025 |
21.07 |
0.006 |
|
X1×X3 |
1 |
0.8190 |
0.8190 |
8.21 |
0.035 |
|
X2×X3 |
1 |
2.0880 |
2.0880 |
20.93 |
0.006 |
|
Error |
5 |
0.4988 |
0.0998 |
|||
Lack-of-fit |
3 |
0.4388 |
0.1463 |
4.88 |
0.175 |
|
Pure error |
2 |
0.0600 |
0.0300 |
|||
Total |
14 |
22.5515 |
Conclusions and Recommendations
Results of this study concluded that Trichoderma viride had potential of utilizing seed pods of silk cotton tree as a surce of carbon for cellulase production in submerged fermentation. The optimized cellulase production was found at 5% substrate concentration, 0.05% peptone concentration and 0.5% KH2PO4 concentration with pH 5.0 at incubation temperature of 30ᵒC. This crude enzyme production by cheaper process of SmF represents the good alternative for industrial applications.
Conflict of interest
The authors have declared no conflict of interest.
References
Balamurugan, V. and Shankar, G., 2018. Production of cellulase by filamentous fungi with sorghum as substrates. Volume-1. August 2018.
Bhoosreddy, G.L., 2014. Comparative study of cellulase production by Aspergillus niger and Trichoderma viride using solid state fermentation on cellulosic substrates corncob, cane bagasse and sawdust. Int. J. Sci. Res., (Ahmedabad), 3: 324-326.
Chinedu, S.N., Okochi, V.I., and Omidiji, O., 2011. Cellulase production by wild strains of Aspergillus niger, Penicillium chrysogenum and Trichoderma harzianum grown on waste cellulosic materials. Ife J. Sci., 13: 57-62.
El-Hadi, A.A., El-Nour, S.A., Hammad, A., Kamel, Z., and Anwar, M., 2014. Optimization of cultural and nutritional conditions for carboxymethylcellulase production by Aspergillus hortai. J. Rad. Res. Appl. Sci., 7: 23-28. https://doi.org/10.1016/j.jrras.2013.11.003
Gautam, S.P., Bundela, P.S., Pandey, A.K., Awasthi, M.K., and Sarsaiya, S., 2010. Optimization of the medium for the production of cellulase by the Trichoderma viride using submerged fermentation. Int. J. Environ. Sci., 1: 656-665. https://doi.org/10.4061/2011/810425
Ghazanfar, M., Irfan, M., Nadeem, M., and Syed, Q., 2019. Role of bioprocess parameters to improve cellulase production: Part I. In: New and future developments in microbial biotechnology and bioengineering, Elsevier. pp. 63-76. https://doi.org/10.1016/B978-0-444-64223-3.00005-9
Ibrahim, M.F., Abd-Aziz, S., Yusoff, M.E. M., Phang, L.Y., and Hassan, M.A., 2015. Simultaneous enzymatic saccharification and ABE fermentation using pretreated oil palm empty fruit bunch as substrate to produce butanol and hydrogen as biofuel. Renew. Ener., 77: 447-455. https://doi.org/10.1016/j.renene.2014.12.047
Irfan, M., Irfan, U., Razzaq, Z., Syed, Q., and Nadeem, M., 2011. Utilization of agricultural wastes as a substrate for carboxymethyl cellulase production from Aspergillus niger in submerged fermentation. Int. J. Agro. Vet. Med. Sci., 5: 464-471. https://doi.org/10.5455/ijavms.20110707123722
Jayasekara, S., and Ratnayake, R., 2019. Microbial cellulases: An overview and applications. In: Cellulose. Intechopen. https://doi.org/10.5772/intechopen.84531
Khokhar, Z.U., Syed, Q., Nadeem, M., Irfan, M., Wu, J., Samra, Z.Q., Gul, I., and Athar, M.A., 2014. Enhanced production of cellulase by Trichoderma reesei using wheat straw as a carbon source. World App. Sci. J., 30: 1095-1104.
Leghlimi, H., Djezzar-Mihoubi, I., Boukhalfa-Lezzar, H., Dakhmouche, S., Bennamoun, L., and Meraihi, Z., 2017. Improvement of fungal cellulase production by solid state fermentation. Int. J. Sci., 6: 46-51. https://doi.org/10.18483/ijSci.1457
Malik, S.K., Mukhtar, H., Farooqi, A.A., and Haq, I., 2010. Optimization of process parameters for the biosynthesis of cellulases by Trichoderma viride. Pak. J. Bot., 42: 4243-4251.
Mrudula, S., and Murugammal, R., 2011. Production of cellulase by Aspergillus niger under submerged and solid state fermentation using coir waste as a substrate. Braz. J. Microbiol., 42: 1119-1127. https://doi.org/10.1590/S1517-83822011000300033
Nazir, S., Irfan, M., Nadeem, M., Shakir, H. A., Khan, M., Ali, S., and Syed, Q., 2019. Utilization of Bombyx ceiba Seed Pods: A novel substrate for cellulase production through solid state fermentation using response surface methodology. Punjab Univ. J. Zool., 34: 213-219. https://doi.org/10.17582/journal.pujz/2019.34.2.213.219
Neagu, D., Destain, J., Thonart, P., and Socaciu, C., 2012. Trichoderma reesei cellulase produced by submerged versus solid state fermentations. Bull. Univ. Agric. Sci. Vet. Med. Cluj-Napoca. Agric., 69.
Pradeep, N.V., Anupama, A., Vidyashree, K.G., and Lakshmi, P., 2012. In silico characterization of industrial important cellulases using computational tools. Adv. Life Sci. Technol., 4: 2224-7181.
Silva-Mendoza, J., Gómez-Treviño, A., López-Chuken, U., Blanco-Gámez, E.A., Chávez-Guerrero, L., and Cantú-Cárdenas, M.E., 2020. Agave leaves as a substrate for the production of cellulases by Penicillium sp. and the obtainment of reducing sugars. J. Chem., 2020. https://doi.org/10.1155/2020/6092165
Singh, N., Devi, A., Bishnoi, M.B., Jaryal, R., Dahiya, A., Tashyrev, O., and Hovorukha, V., 2019. Overview of the process of enzymatic transformation of biomass. In: Elements of Bioeconomy. Intech. Open. https://doi.org/10.5772/intechopen.85036
Srivastava, N., Srivastava, M., Manikanta, A., Ramteke, P.W., Singh, R.L., Mishra, P.K., and Upadhyay, S.N., 2018. Fungal cellulases production for biodegradation of agriculture waste. In: Microorganisms for green revolution springer, Singapore. pp. 75-89. https://doi.org/10.1007/978-981-10-7146-1_4
Thota, S.P., Badiya, P.K., Yerram, S., Vadlani, P.V., Pandey, M., Golakoti, N.R., Belliraj, S.K., Dandamudi, R.B., and Ramamurthy, S.S., 2017. Macro-micro fungal cultures synergy for innovative cellulase enzymes production and biomass structural analyses. Renew. Ener., 103: 766-773. https://doi.org/10.1016/j.renene.2016.11.010
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