A STATISTICAL APPROACH FOR ENHANCING LACCASE YIELDS FROM WHITE ROT FUNGI (WRF) USING RESPONSE SURFACE METHODOLOGY

VIDYA P.K.1, RAO G.R.2, NAIK C.3, SRIDHAR M.4*
1Bioenergetics & Environmental Sciences Division, National Institute of Animal Nutrition and Physiology, Bangalore- 560 030, Karnataka, India.
2Bioenergetics & Environmental Sciences Division, National Institute of Animal Nutrition and Physiology, Bangalore- 560 030, Karnataka, India.
3Department of Biotechnology, Sir. M. Visvesvarya Institute of Technology, Hunsamaranhalli, Bangalore- 562 157, Karnataka, India.
4Bioenergetics & Environmental Sciences Division, National Institute of Animal Nutrition and Physiology, Bangalore- 560 030, Karnataka, India.
* Corresponding Author : manpalsridhar@yahoo.co.uk

Received : 16-05-2014     Accepted : 24-06-2014     Published : 04-09-2014
Volume : 5     Issue : 1       Pages : 55 - 65
J Enzym Res 5.1 (2014):55-65

Conflict of Interest : None declared

Cite - MLA : VIDYA P.K., et al "A STATISTICAL APPROACH FOR ENHANCING LACCASE YIELDS FROM WHITE ROT FUNGI (WRF) USING RESPONSE SURFACE METHODOLOGY." Journal of Enzyme Research 5.1 (2014):55-65.

Cite - APA : VIDYA P.K., RAO G.R., NAIK C., SRIDHAR M. (2014). A STATISTICAL APPROACH FOR ENHANCING LACCASE YIELDS FROM WHITE ROT FUNGI (WRF) USING RESPONSE SURFACE METHODOLOGY. Journal of Enzyme Research, 5 (1), 55-65.

Cite - Chicago : VIDYA P.K., RAO G.R., NAIK C., and SRIDHAR M. "A STATISTICAL APPROACH FOR ENHANCING LACCASE YIELDS FROM WHITE ROT FUNGI (WRF) USING RESPONSE SURFACE METHODOLOGY." Journal of Enzyme Research 5, no. 1 (2014):55-65.

Copyright : © 2014, VIDYA P.K., et al, Published by Bioinfo Publications. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution and reproduction in any medium, provided the original author and source are credited.

Abstract

A high demand for fungal laccases on account of innumerable biotechnological applications necessitates enhanced production. Three novel isolates of white rot fungi (WRF) designated NI-07, NI-09 and NI-04 were subjected to submerged cultivation in liquid basal medi-um for laccase production. Of a total of 23 factors evaluated, 22 factors were selected for GLM using Proc GLM procedure of SAS (Version 9.3). The first optimization step identified the significant factors for laccase production and were used to construct RSM using PROC RSREG of SAS along with Lack Fit to maximize laccase enzyme activity. The statistical software, Design-Expert (version 9.0.1.0) was used to analyze the data and generate Response Surface Graphs (3D) for statistical optimal condition given by SAS (RSM) to build an optimized response using Response Surface Methodology (RSM). The initial laccase activity of 737U/mL increased to 7833U/mL in isolate NI-07, from 700 U/mL to7480 U/mL in NI-09 and from 1132 U/mL to 11141 U/mL in NI-04. When compared to the conventional method, a 10 fold increase in lac-case activity could be obtained in the three isolates of WRF (10.62 for NI-07, 10.68 for NI-09 and9.84 for NI-04) after statistical optimization employing RSM. Validation experiments proved that experimentally determined production values were in close agreement with statistically predicted ones, confirming the reliability of the model. The results of this study serve as reference for optimization of medium composition for enhancing laccase production in WRF in submerged fermentation. Through statistical optimization maximum yields of laccase could be achieved at a minimum production cost.

References

[1] Pradeep V. & Sridhar M. (2013) Everyman's Sci., XLVII(5), 299-305.  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[2] Desai S.S. & Nityananda C. (2011) Asian J. Biotechnol., 2, 98-124.  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[3] Arora D.S. & Sharma R.K. (2010) Appl. Biochem. Biotechnol., 160, 1760-1788  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[4] Bajwa P.K. & Arora D.S. (2009) Can. J. Microbiol., 55, 1397-1402  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[5] Pointing S.B., Jones E.B.G. & Vrijmoed L.L.P. (2000) Mycolo-gia, 92(1), 139-144.  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[6] Palavanan T., Satish Kumar P. (2010) J. Basic Microbiol., 50(4), 325-335  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[7] ShI X.Y., Jin D.W., Sun Q.Y. & Li W.W. (2010) Renew. Energ., 35, 1493-1498  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[8] Box G.E.P. & Wilson K.B. (1951) J. Roy. Stat. Soc., 13, 1-45.  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[9] Murugesan K., Dhamija A., Nam I.H., Kim Y.M. & Chang Y.S.(2007) Dyes Pigments, 75, 176-184  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[10] Singh G., Ahuja N., Sharma P. & Capalash N. (2009) Biore-sources, 4(2), 544-553  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[11] Kamal I.S.M., Halim K.H.A., Norrashid N.M. & Mel M. (2012) Malaysian International Conference On Trends In Bioprocess Engineering (Micotribe), Bpe-P01-1 To Bpe-P01-8  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[12] Galai S., Touhami Y. & Marzonki M.N. (2012) Bioresources, 7(1), 706-726  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[13] Pradeepkumar V., Naik C. & Sridhar M. (2013) Advances Appl. Res., 5(1), 84-89.  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[14] Jonathan S.G. & Fasidi I.O. (2001) Food Chem., 72, 479-483.  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[15] SAS (2009) SAS Institute Inc. Cary, North Carolina, USA  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[16] Poojary H. & Mugeraya G. (2012) J. Microbiol. Biotech. Res., 2(1), 46-56.  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[17] Brijwani K., Rigdon A. & Vadlani P.V. (2010) Enzyme Res., 149748  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[18] Gayazov R. & Rodakiewicz-Nowak J. (1996) Folia Microbiol., 41(6), 480-484  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[19] Pointing S.B., Jones E.B.G, Vrijmoed L.L.P. (2000) Mycologia., 92(1), 139-144  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[20] Zadrazil F., Gonser A. & Lang E. (1999) Influence of incubation temperature on the secretion of extracellular ligninolytic en-zymes of Pleurotus sp. and Dichomitus squalens into soil, Pro-ceedings of the Conference on Enzymes in the Environment: Activity, Ecology and Applicants, Granada, Spain  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[21] Thurston C.F. (1994) Microbiology, 140(1), 19-26  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[22] Lee K.H., Wi S.G., Singh A.P., Kim Y.S. (2004) J. Wood Sci., 50(3), 281-284  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[23] Keyser P., Kirk T.K. & Zeikus J.G. (1978) J. Bacteriol., 135(3), 790-797  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[24] Leatham G.F. & Kirk T.K. (1983) FEMS Microbiol. Lett., 16(1), 65-67.  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[25] Monteiro M.C. & De Carvalho M.E.A. (1995) Appl. Biochem. Biotechnol., 70-72(1), 983-993  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[26] Buswell J.A., Cai Y. & Chang S.T. (1995) FEMS Microbiol. Lett., 128(1), 81-88  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[27] Heinzkill M., Bech L., Halkier T., Schneider P. & Anke T. (1998) Appl. Environ. Microbiol., 64(5), 1601-1606.  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[28] Lee I.Y., Jung K.H., Lee C.H. & Park Y.H. (1999) Biotechnol. Lett., 21(11), 965-968  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[29] Xavier A.M.R.B., Evtuguin D.V., Ferreira R.M.P. & Amado F.L. (2001) Laccase production for lignin oxidative activity, Proceed-ings of the 8th International Conference on Biotechnology in the Pulp and Paper Industry, 4-8  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[30] Lu S.X.F., Jones C.L. & Lonergan G.T. (1996) Correlation be-tween fungal morphology and laccase expression under the influence of cellobiose induction, Proceedings of the 10th Inter-national Biotechnology symposium and 9th International Sym-posium on yeasts.  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[31] Palmieri G., Giardina P., Bianco C., Scaloni A., Capasso A. & Sannia G. (1997) J. Biol. Chem., 1272(50), 31301-31307  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus  

[32] Bollag J.M. & Leonowicz A. (1984) Appl. Environ. Microbiol., 48(4), 849-854  
» CrossRef   » Google Scholar   » PubMed   » DOAJ   » CAS   » Scopus