Abstract
Microbial dehalogenation is a biochemical process in which the halogenated substances are catalyzed enzymatically in to their non-halogenated form. The microorganisms have a wide range of organohalogen degradation ability both explicit and non-specific in nature. Most of these halogenated organic compounds being pollutants need to be remediated; therefore, the current approaches are to explore the potential of microbes at a molecular level for effective biodegradation of these substances. Several microorganisms with dehalogenation activity have been identified and characterized. In this aspect, the bioinformatics plays a key role to gain deeper knowledge in this field of dehalogenation. To facilitate the data mining, many tools have been developed to annotate these data from databases. Therefore, with the discovery of a microorganism one can predict a gene/protein, sequence analysis, can perform structural modelling, metabolic pathway analysis, biodegradation study and so on. This review highlights various methods of bioinformatics approach that describes the application of various databases and specific tools in the microbial dehalogenation fields with special focus on dehalogenase enzymes. Attempts have also been made to decipher some recent applications of in silico modeling methods that comprise of gene finding, protein modelling, Quantitative Structure Biodegradibility Relationslup (QSBR) study and reconstruction of metabolic pathways employed in dehalogenation research area.
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Gribble, G.W., Environ. Sci. Technol., 1994, vol. 28, no. 7, pp. 310–319.
Song, B., Palleroni, N.J., and Häggblom, M.M., Appl. Environ. Microbiol., 2000, vol. 66, no.8, pp. 3446–3453.
Perocco, P., Bolognesi, S., and Alberghini, W., Toxicol. Lett., 1983, vol. 16, nos. 1–2, pp. 69–75.
Rees, H.C., Oswald, S.E., Banwart, S.A., Pickup, R.W., and Lerner, D.N, Appl. Environ. Microbiol., 2007, vol. 73, no. 12, pp. 3865–3876.
van Wyk, E., Bouwman, H., van der Bank, H., Verdoorn, G.H., and Hofmann, D., Comp. Biochem. Physiol. C Toxicol. Pharmacol., 2001, vol. 129, no.3, pp. 243–264.
Chunjiao, L., Lirong, Y., Gang, X., and Jianping, W., Appl. Microbiol. Biotechnol., 2011, vol. 90, no.2, pp. 689–696.
Asgard, S., Ulrike, J., Elke, H., and Frieder, S., Appl. Environ. Microbiol., 2001, vol. 67, no. 9, pp. 4377–4381.
Janssen, D.B, Pries, F., and Van der Ploeg, J.R., Ann. Rev. Microbiol., 1994, vol. 48, pp. 163–191.
Chaudhry, G.R. and Chapalamadugu, S., Microbiol. Mol. Biol. Rev., 1991, vol. 55, no. 1, pp. 59–79.
Heinz van Pee, K. and Unversucht, S., Chemosphere, 2003, vol. 52, no.2, pp. 299–312.
Fishbein, L., Sci. Total Environ., 1979, vol. 11, no. 3, pp. 259–278.
Lee, M.D., Odom, J.M., and Buchanan, R.J., Ann. Rev. Microbiol., 1998, vol. 52, pp. 423–452.
Singh, A. and Ward, O.P., Biodegradation and Bioremediation, Heidelberg: Soil Biology, Springer, 2004. doi: 10.1007/978-3-662-06066-7-1
Janssen, D.B., Oppentocht, J.E., and Poelarends, G.J., Curr. Opin. Biotechnol., 2001, vol. 12, no.3, pp. 254–258.
Nagata, Y., Prokop, Z., Sato, Y., Jerabek, P., Kumar, A., Ohtsubo Y, Tsuda M, and Damborsky J., Appl. Environ. Microbiol., 2005, vol. 71, no.4, pp. 2183–2185.
Kaminski, N., Am. J. Respir. Cell Mol. Biol., 2000, vol. 23, no.6, pp. 705–711.
Altman, R.B., Brief Bioinformatics, 2004, vol. 5, no. 1, pp. 4–5.
Hogeweg, P., PLoS Comput. Biol., 2011, vol. 7, p. e1002021. doi: 10.1371/journal.pcbi.1002021
Teufel, A., Krupp, M., Weinmann, A., and Galle, P.R., Int. J. Mol.Med., 2006, vol. 17 no. 6, pp. 967–973.
Johnson, A.D., Circ. Cardiovasc. Genet., 2009, vol. 2, no. 5, pp. 530–536.
Baker, P.G., Goble, C.A., Bechhofer, S., Paton, N.W., Stevens, R., and Brass A., Bioinformatics, 1999, vol.15, no. 6, pp. 510–520.
Francois, B. and Kroger, P., Distributed Parallel Data-bases, 2003, vol. 13, no.1, pp. 7–42.
Liu, Y. and Zhao, H., BMC Bioinformatics, 2004, vol. 25, pp. 158.
Bansal, A.K., Microb. Cell Fact., vol. 4, p. 19. doi: 10.1186/1475-2859-4-19
Moore, J.H., Asselbergs, F.W, and Williams, S.M., Bioinformatics, 2010, vol. 26, no. 4, pp. 445–455.
Zhang, S., Golbraikh, A., and Tropsha, A., J. Med. Chem., 2006, vol. 49, no.9, pp. 2713–2724.
Rastogi, S. and Rost, B., Methods Mol. Biol., 2010, vol. 619, pp. 285–305.
Rapin, N., Lund, O., Bernaschi, M., and Castiglione, F., Plos One, 2010, vol. 5, p. e9862. doi:10.1371/journal.pone.0009862
Huang, H., Patskovsky, Y., Toro, R., Farelli, J.D., Pandya, C., Almo, S.C. et al., Biochemistry, 2011, vol. 50, no. 41, pp. 8937–8949.
Novak, H.R., Sayer, C., Isupov, M.N, Paszkiewicz, K., Gotz, D., Spragg, A.M, and Littlechild, J.A., FEBS J., 2013, vol. 280, no. 7, pp. 1664–1680.
Ryu, D.D. and Nam, D.H., Biotechnol Prog., 2000, vol. 16, no.1, pp. 2–16.
Yu, H.M, Luo, H., Shi, Y., Sun, X.D, and Shen, Z.Y., Sheng Wu Gong Cheng Xue Bao, 2004, vol. 20, no.3, pp. 325–331.
Karp, P.D., Paley, S., and Romero, P., Bioinformatics, 2002, vol.18, pp. 225–232.
Caspi, R. and Karp, P.D., Curr. Protoc. Bioinformatics, 2007. doi: 10.1002/0471250953.bi0117s20
Aguda, B.D. and Goryachev, A.B., PLoS Comput. Biol., 2007, vol.3, pp. 1674–1678.
Murzin, A.G., Brenner, S.E., Hubbard, T., and Chothia, C., J. Mol. Biol., 1995, vol. 247, no.4, pp. 536–540.
Lord, P.W., Stevens, R.D., Brass, A., and Goble, C.A., Bioinformatics, 2003, vol. 19, no.10, pp. 1275–1283.
Bray J.E., Todd, A.E., Pearl, F.M., Thornton, J.M., and Orengo, C.A., Protein Eng., 2000, vol.13, no. 3, pp. 153–165.
Casbon, J. and Saqi, M.A., Nucleic Acids Res., 2005, vol. 33, pp. 219–222.
He, J., Qin, W., Zhang, X., Wen, Y., Su, L., and Zhao, Y., Sci. Total Environ., 2013, vol. 444, pp. 392–400.
Aworska, J.S., Boethling, R.S., and Howard, P.H., Environ. Toxicol. Chem., 2003, vol. 22, no.8, pp. 1710–1723.
Chaffron, S., Rehrauer, H., Pernthaler, J., and von Mering, C., Genome Res., 2010, vol. 20, no.7, pp. 947–959.
Ilić, M., Antić, M., Antić, V., Schwarzbauer, J., Vrvić, M., and Jovančcićević, B., Environ. Chem. Lett., 2011, vol. 9, no.1, pp.133–140.
Ecker, D.J., Sampath, R., Willett, P., Wyatt. J.R., Samant, V., Massire, C., et al., BMC Microbiol., 2005, vol. 25, pp. 5–19.
Hocquette, J.F., J. Physiol. Pharmacol., 2005, vol. 56, no. 3, pp. 37–70.
Noguchi, H., Park, J., and Takagi, T., Nucleic Acids Res., 2006, vol. 34, no. 19, pp. 5623–5630.
Rho, M., Tang, H., and Ye, Y., Nucleic Acids Res., 2010, vol. 38, no. 20. doi: 10.1093/nar/gkq747
Ter-Hovhannisyan, V., Lomsadze, A., Chernoff, Y.O., and Borodovsky, M., Genome Res., 2008, vol. 18, no.12, pp. 1979–1790.
Nayarisseri, A., Yadav, M., Lokhande, V., Patidar, R., and Mayna, M., Nature Precedings, 2011. doi:10.1038/npre.2011.5806.1
Mathe, C., Sagot M.F, Schiex T., and Rouzé, P., Nucleic Acids Res., 2002, vol. 30, no.19, pp. 4103–4117.
Kim, S.H., Harzman, C., Davis, J.K., Hutcheson, R., Broderick, J.B., Marsh, T.L., and Tiedje, J.M., BMC Microbiol., 2012, vol. 12, p. 21. doi: 10.1186/1471-2180-12-21
Sudi, I.Y., Wong, E.L., Joyce-Tan, K.H., Shamsir, M.S., Jamaluddin, H., and Huyop, F., Int. J. Mol. Sci., 2012, vol.13, no.12, pp. 15724–15754.
Zhang, Y., Li, Z.S, Wu, J.Y, Sun., M, Zheng, Q.C., and Sun, C.C., Biochem. Biophys. Res. Commun., 2004, vol. 325, no.2, pp.414–420.
Marsh, A., and Ferguson, D.M., Proteins, 1997, vol. 28, no.2, pp. 217–226.
Krooshof, G.H., Kwant, E.M., Damborsky, J., Koca, J., and Janssen, D.B., Biochemistry, 1997, vol. 36, no.31, pp. 9571–9580.
Ichiyama, S., Kurihara, T., Miyagi, M., Galkin, A., Tsunasawa. S., Kawasaki, H., and Esaki, N., J. Biochem., 2002, vol. 131, no.5, pp. 671–677.
Rai, AR., Singh, R.P., Srivastava, A.K., and Dubey, R.C., Bioinformation, 2012, vol. 8, no.22, pp. 1111–1113.
Poelarends, G.J., Serrano, H., Huddleston, J.P., Johnson, W.H., Jr., and Whitman, C.P., FEBS Lett., 2013, vol. 587, no. 17, pp. 2842–2850.
Hasan, K., Gora, A., Brezovsky, J., Chaloupkova, R., Moskalikova, H., Fortova, A., et al., FEBS J., 2013, vol. 280, no. 13, pp. 3149–3159.
Hamid, A. A. A., Tengku Abdul Hamid, T. H., Wahab, R. A., and Huyop, F., J. Basic Microbiol., 2013. doi: 10.1002/jobm.201300526
Elenkov, M.M., Primožič, I., Hrenar, T., Smolko, A., Dokli, I., Salopek-Sondi, B., and Tang L., Org. Biomol. Chem., 2012, vol. 10, no. 26, pp. 5063–5072.
Kmunícek, J., Bohác, M., Luengo, S., Gago, F., Wade, R.C., and Damborsky, J., J. Comput.-Aided Mol. Des., 2003, vol. 17, no. 5–6, pp.299–311.
Robert, D., Gironés, X., and Carbó-Dorca, R., J. Chem. Inf. Comput. Sci., 2000, vol. 40, no. 3, pp. 839–846.
Kmunícek J., Hynková K., Jedlicka T., Nagata Y., Negri A., Gago F., et al., Biochemistry, 2005, vol. 44, no. 9, pp. 3390–3401.
Pieper, D.H., Martins dos Santos, V.A., Golyshin, P.N., Curr. Opin. Biotechnol., 2004, vol. 15, no. 3, pp. 215–224.
Seo, J.S., Keum, Y.S., and Li, Q.X., Int. J. Environ. Res. Public Health, 2009, vol. 6, no. 1, pp. 278–309.
Finley S.D., Broadbelt, L.J., and Hatzimanikatis, V., Biotechnol. Bioeng., 2009, vol. 104, no. 6, pp. 1086–1097.
Finley, S.D., Broadbelt, L.J., and Hatzimanikatis, V., Biotechnol. Bioeng., 2009, vol. 103, no. 3, pp. 532–541.
Philipp, B., Hoff, M., Germa, F., Schink, B., Beimborn, D., and Mersch-Sundermann, V., Environ. Sci. Technol., 2007, vol. 41, no. 4, pp.1390–1398.
Zhang, S., Golbraikh, A., and Tropsha, A., J. Med. Chem., 2006, vol. 49, no. 9, pp. 2713–2724.
Yi-Jun, C., Zun-Ya, W., Liang, M., Shi-Xiang, G., Chin. J. Struct. Chem., 2010, vol. 29, pp. 895–899.
Dai, Y., Yang, D., Zhu, F., Wu, L., Yang, X., and Li, J., Chemosphere, 2006, vol. 65, no. 11, pp. 2427–2433.
Dearden, J.C., SAR QSAR Environ. Res., 1996, vol. 5, no. 1, pp. 17–26.
Matthews E.J., Kruhlak N.L., Daniel Benz R., Ivanov J., Klopman G., and Contrera, J.F., Regul. Toxicol. Pharm., 2007, vol. 47, no. 2, pp. 136–155.
Alikhanidi, S. and Takahashi, Y., J. Comput. Chem., Jpn., 2004, vol. 3, no. 2, pp. 59–70.
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Satpathy, R., Konkimalla, V.B. & Ratha, J. Application of bioinformatics tools and databases in microbial dehalogenation research: A review. Appl Biochem Microbiol 51, 11–20 (2015). https://doi.org/10.1134/S0003683815010147
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DOI: https://doi.org/10.1134/S0003683815010147