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Microbial degradation of dyes: An overview
Open accessAbstract
Industrialization increases use of dyes due to its high demand in paper, cosmetic, textile, leather and food industries. This in turn would increase wastewater generation from dye industrial activities. Various dyes and its structural compounds present in dye industrial wastewater have harmful effects on plants, animals and humans. Synthetic dyes are more resistant than natural dyes to physical and chemical methods for remediation which makes them more difficult to get decolorize. Microbial degradation has been researched and reviewed largely for quicker dye degradation. Genetically engineered microorganisms (GEMs) play important role in achieving complete dye degradation. This paper provides scientific and technical information about dyes & dye intermediates and biodegradation of azo dye. It also compiles information about factors affecting dye(s) biodegradation, role of genetically modified organisms (GMOs) in process of dye(s) degradation and perspectives in this field of research.
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Citations
Cites
Advantages and disadvantages of techniques used for wastewater treatment
Crini, G., & Lichtfouse, E. (2019) · Environmental Chemistry Letters · doi:10.1007/s10311-018-0785-9 · Cited by 2,971
Lellis, B., Fávaro-Polonio, C. Z., Pamphile, J. A., & Polonio, J. C. (2019) · Biotechnology Research and Innovation · doi:10.1016/j.biori.2019.09.001 · Cited by 2,778
Microbial degradation of petroleum hydrocarbons
Varjani, S. J. (2017) · Bioresource Technology · doi:10.1016/j.biortech.2016.10.037 · Cited by 1,348
Self-citationImpacts of climate change on surface water quality in relation to drinking water production
Delpla, I., Jung, A.-V., Baures, E., Clement, M., & Thomas, O. (2009) · Environment International · doi:10.1016/j.envint.2009.07.001 · Cited by 1,070
Classifications, properties, recent synthesis and applications of azo dyes
Benkhaya, S., M'rabet, S., & El Harfi, A. (2020) · Heliyon · doi:10.1016/j.heliyon.2020.e03271 · Cited by 1,028
Azo dyes and human health: A review
Chung, K.-T. (2016) · Journal of Environmental Science and Health, Part C · doi:10.1080/10590501.2016.1236602 · Cited by 996
Biodegradation of Synthetic Dyes—A Review
Ali, H. (2010) · Water, Air, & Soil Pollution · doi:10.1007/s11270-010-0382-4 · Cited by 817
Biological Methods for Textile Dye Removal from Wastewater: A Review
Bhatia, D., Sharma, N. R., Singh, J., & Kanwar, R. S. (2017) · Critical Reviews in Environmental Science and Technology · doi:10.1080/10643389.2017.1393263 · Cited by 816
Adsorption of organic pollutants by natural and modified clays: A comprehensive review
Awad, A. M., Shaikh, S. M. R., Jalab, R., Gulied, M. H., Nasser, M. S., Benamor, A., & Adham, S. (2019) · Separation and Purification Technology · doi:10.1016/j.seppur.2019.115719 · Cited by 585
Karimifard, S., & Alavi Moghaddam, M. R. (2018) · Science of The Total Environment · doi:10.1016/j.scitotenv.2018.05.355 · Cited by 541
A new look on factors affecting microbial degradation of petroleum hydrocarbon pollutants
Varjani, S. J., & Upasani, V. N. (2017) · International Biodeterioration & Biodegradation · doi:10.1016/j.ibiod.2017.02.006 · Cited by 524
Self-citationMicrobial decolorization and degradation of synthetic dyes: a review
Khan, R., Bhawana, P., & Fulekar, M. H. (2013) · Reviews in Environmental Science and Bio/Technology · doi:10.1007/s11157-012-9287-6 · Cited by 448
Varjani, S. J., & Upasani, V. N. (2017) · Bioresource Technology · doi:10.1016/j.biortech.2017.02.047 · Cited by 431
Self-citationMethods for the analysis of azo dyes employed in food industry – A review
Yamjala, K., Nainar, M. S., & Ramisetti, N. R. (2016) · Food Chemistry · doi:10.1016/j.foodchem.2015.07.085 · Cited by 407
Fungal Decolouration and Degradation of Azo Dyes: A Review
Sen, S. K., Raut, S., Bandyopadhyay, P., & Raut, S. (2016) · Fungal Biology Reviews · doi:10.1016/j.fbr.2016.06.003 · Cited by 361
Treatment of wastewater from petroleum industry: current practices and perspectives
Varjani, S., Joshi, R., Srivastava, V. K., Ngo, H. H., & Guo, W. (2020) · Environmental Science and Pollution Research · doi:10.1007/s11356-019-04725-x · Cited by 313
Self-citationBiodegradation of petroleum hydrocarbons by oleophilic strain of Pseudomonas aeruginosa NCIM 5514
Varjani, S. J., & Upasani, V. N. (2016) · Bioresource Technology · doi:10.1016/j.biortech.2016.10.006 · Cited by 302
Self-citationBiodegradation: Involved Microorganisms and Genetically Engineered Microorganisms
Tahri, N., Bahafid, W., Sayel, H., & El Ghachtouli, N. (2013) · Biodegradation - Life of Science · doi:10.5772/56194 · Cited by 296
Microbial biotechnology for decolorization of textile wastewaters
Imran, M., Crowley, D. E., Khalid, A., Hussain, S., Mumtaz, M. W., & Arshad, M. (2015) · Reviews in Environmental Science and Bio/Technology · doi:10.1007/s11157-014-9344-4 · Cited by 292
Varjani, S. J., Gnansounou, E., & Pandey, A. (2017) · Chemosphere · doi:10.1016/j.chemosphere.2017.09.005 · Cited by 288
Self-citationVarjani, S. J., Rana, D. P., Jain, A. K., Bateja, S., & Upasani, V. N. (2015) · International Biodeterioration & Biodegradation · doi:10.1016/j.ibiod.2015.03.030 · Cited by 251
Self-citationPeriphytic biofilm: An innovative approach for biodegradation of microplastics
Shabbir, S., Faheem, M., Ali, N., Kerr, P. G., Wang, L.-F., Kuppusamy, S., & Li, Y. (2020) · Science of The Total Environment · doi:10.1016/j.scitotenv.2020.137064 · Cited by 246
Iark, D., Buzzo, A. J. D. R., Garcia, J. A. A., Côrrea, V. G., Helm, C. V., Corrêa, R. C. G., Peralta, R. A., Peralta Muniz Moreira, R. D. F., Bracht, A., & Peralta, R. M. (2019) · Bioresource Technology · doi:10.1016/j.biortech.2019.121655 · Cited by 235
Microbial fuel cell-based biosensor for online monitoring wastewater quality: A critical review
Do, M. H., Ngo, H. H., Guo, W., Chang, S. W., Nguyen, D. D., Liu, Y., Varjani, S., & Kumar, M. (2019) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2019.135612 · Cited by 229
Self-citation(2020) · Springer eBooks · doi:10.1007/978-981-13-3426-9 · Cited by 223
Abatement of Environmental Pollutants
(2019) · Elsevier eBooks · doi:10.1016/c2018-0-03174-6 · Cited by 206
Microbial use for azo dye degradation—a strategy for dye bioremediation
Ajaz, M., Shakeel, S., & Rehman, A. (2020) · International Microbiology · doi:10.1007/s10123-019-00103-2 · Cited by 194
Kent and Riegel’s Handbook of Industrial Chemistry and Biotechnology
(2007) · Springer eBooks · doi:10.1007/978-0-387-27843-8 · Cited by 186
Li, N., Chen, G., Zhao, J., Yan, B., Chen, G., Meng, L., & Chen, V. (2019) · Journal of Membrane Science · doi:10.1016/j.memsci.2019.117341 · Cited by 174
Cao, X.-L., Yan, Y.-N., Zhou, F.-Y., & Sun, S.-P. (2020) · Journal of Membrane Science · doi:10.1016/j.memsci.2019.117476 · Cited by 171
Das, A., & Mishra, S. (2017) · Journal of Environmental Chemical Engineering · doi:10.1016/j.jece.2016.10.005 · Cited by 170
Biodegradation of Crystal Violet dye by bacteria isolated from textile industry effluents
Roy, D. C., Biswas, S. K., Saha, A. K., Sikdar, B., Rahman, M., Roy, A. K., Prodhan, Z. H., & Tang, S.-S. (2018) · PeerJ · doi:10.7717/peerj.5015 · Cited by 166
Varjani, S., & Upasani, V. N. (2019) · Journal of Environmental Management · doi:10.1016/j.jenvman.2019.05.070 · Cited by 166
Self-citationMicrobial degradation of Azo Dyes: A review
Selvakumar, G., Sivakumar, N., & Saraswathi, N. (2014) · Cited by 163
Handbook of Industrial Chemistry and Biotechnology
Barnicki, S. D., Bommaraju, T. V., & Kent, J. A. (2017) · Springer eBooks · doi:10.1007/978-3-319-52287-6 · Cited by 157
Use of Genetically Engineered Microorganisms (GEMs) for the Bioremediation of Contaminants
Urgun‐Demirtas, M., Stark, B. C., & Pagilla, K. R. (2006) · Critical Reviews in Biotechnology · doi:10.1080/07388550600842794 · Cited by 150
Analytical methods for determination of anthraquinone dyes in historical textiles: A review
Shahid, M., Wertz, J. H., Degano, I., Aceto, M., Khan, M. I., & Quye, A. (2019) · Analytica Chimica Acta · doi:10.1016/j.aca.2019.07.009 · Cited by 150
Varjani, S., Upasani, V. N., & Pandey, A. (2020) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2020.139766 · Cited by 146
Self-citationDegradation of reactive brilliant red in aqueous solution by ultrasonic cavitation
Wang, X., Yao, Z., Wang, J., Guo, W., & Li, G. (2007) · Ultrasonics Sonochemistry · doi:10.1016/j.ultsonch.2007.01.008 · Cited by 144
Chang, J., & Lin, C. (2001) · Biotechnology Letters · doi:10.1023/a:1010306114286 · Cited by 129
Biodegradation of textile azo dye by Shewanella decolorationis S12 under microaerophilic conditions
Xu, M., Guo, J., & Sun, G. (2007) · Applied Microbiology and Biotechnology · doi:10.1007/s00253-007-1032-7 · Cited by 125
Bacterial degradation of anthraquinone dyes
Li, H.-H., Wang, Y.-T., Wang, Y., Wang, H.-X., Sun, K.-K., & Lu, Z.-M. (2019) · Journal of Zhejiang University-SCIENCE B · doi:10.1631/jzus.b1900165 · Cited by 125
Singh, S., Lo, S., Srivastava, V. C., & Hiwarkar, A. D. (2016) · Journal of environmental chemical engineering · doi:10.1016/j.jece.2016.05.036 · Cited by 123
Nguyen, T. A., Fu, C., & Juang, R. (2016) · Chemical Engineering Journal · doi:10.1016/j.cej.2016.06.102 · Cited by 120
Ebrahimi, R., Maleki, A., Zandsalimi, Y., et al. (2019) · Journal of Industrial and Engineering Chemistry · doi:10.1016/j.jiec.2019.01.041 · Cited by 119
Adsorption study of reactive dyes onto porous clay heterostructures
Aguiar, J. E., Cecilia, J. A., Tavares, P. A. S., Azevedo, D. C. S., Rodrı́guez-Castellón, E., Lucena, S. M. P., & da Silva, I. J. (2016) · Applied Clay Science · doi:10.1016/j.clay.2016.09.001 · Cited by 104
Decolorization and detoxification of Direct Blue 2B by indigenous bacterial consortium
Cao, J., Sanganyado, E., Liu, W., Zhang, W., & Liu, Y. (2019) · Journal of Environmental Management · doi:10.1016/j.jenvman.2019.04.067 · Cited by 102
Shabbir, S., Faheem, M., Ali, N., Kerr, P. G., & Wu, Y. (2016) · Chemosphere · doi:10.1016/j.chemosphere.2016.10.002 · Cited by 92
Viswanadhapalli, S., Sharma, S., Sharma, S., Saxena, P., Pandey, S., Grover, R., Kumar, S., & Sharma, K. P. (2005) · Reproductive Toxicology · doi:10.1016/j.reprotox.2004.09.011 · Cited by 90
Dong, H., Guo, T., Zhang, W., Ying, H., Wang, P., Wang, Y., & Chen, Y. (2019) · International Journal of Biological Macromolecules · doi:10.1016/j.ijbiomac.2019.08.196 · Cited by 83
Shanmugam, S., Priyadharshini, U., Krishnaswamy, S., Sadhasivam, S., & Wu, Y. (2017) · International Biodeterioration & Biodegradation · doi:10.1016/j.ibiod.2017.08.001 · Cited by 82
Microbial approaches for remediation of pollutants: Innovations, future outlook, and challenges
Mishra, B., Varjani, S., Kumar, G., Awasthi, M. K., Awasthi, S. K., Sindhu, R., Binod, P., Rene, E. R., & Zhang, Z. (2020) · Energy & Environment · doi:10.1177/0958305x19896781 · Cited by 82
Self-citationJin, R., Yang, H., Zhang, A., Wang, J., & Liu, G. (2008) · Journal of Hazardous Materials · doi:10.1016/j.jhazmat.2008.07.067 · Cited by 81
Evaluating role of immobilized periphyton in bioremediation of azo dye amaranth
Shabbir, S., Faheem, M., Ali, N., Kerr, P. G., & Wu, Y. (2016) · Bioresource Technology · doi:10.1016/j.biortech.2016.11.115 · Cited by 81
Al-Amrani, W. A., Lim, P., Seng, C., et al. (2013) · Journal of the Taiwan Institute of Chemical Engineers · doi:10.1016/j.jtice.2013.06.032 · Cited by 73
Mansour, H. B., Ayed, Y., Mosrati, R., Corroler, D., Ghédira, K., Barillier, D., & Ghédira, L. C. (2010) · Environmental Science and Pollution Research · doi:10.1007/s11356-010-0323-1 · Cited by 71
Biodegradation and Decolorization of Dye Wastewater: A Review
Gao, Y., Yang, B., & Qing, W. (2018) · IOP Conference Series Earth and Environmental Science · doi:10.1088/1755-1315/178/1/012013 · Cited by 70
Hernández‐Zamora, M., & Martínez-Jerónimo, F. (2019) · Ecotoxicology · doi:10.1007/s10646-019-02087-1 · Cited by 69
Treatment of azo dye wastewater by the self-flocculating marine bacterium Aliiglaciecola lipolytica
Wang, Y., Li, J., Shang, H., Li, Q., & Zhou, W. (2020) · Environmental Technology & Innovation · doi:10.1016/j.eti.2020.100810 · Cited by 68
Ferraz, E. R. A., de Oliveira, G. A. R., Grando, M. D., Lizier, T. M., Zanoni, M. V. B., & de Oliveira, D. P. (2013) · Journal of Environmental Management · doi:10.1016/j.jenvman.2013.03.033 · Cited by 65
Lan, J., Sun, Y., Huang, P. J., Du, Y., Zhan, W., Zhang, T. C., & Du, D. (2020) · Chemosphere · doi:10.1016/j.chemosphere.2020.126487 · Cited by 63
Life history and behavior effects of synthetic and natural dyes on Daphnia magna
Abe, F. R., Machado, A. L., Soares, A. M. V. M., et al. (2019) · Chemosphere · doi:10.1016/j.chemosphere.2019.124390 · Cited by 58
Mane, U. V., Gurav, P., Deshmukh, A. M., & Govindwar, S. P. (2008) · Malaysian Journal of Microbiology · doi:10.21161/mjm.10408 · Cited by 57
Shah, M. P. (2014) · International journal of environmental bioremediation & biodegradation · doi:10.12691/ijebb-2-5-4 · Cited by 56
Holst‐Jensen, A., Spilsberg, B., Arulandhu, A. J., Kok, E. J., Shi, J., & Žel, J. (2016) · Analytical and Bioanalytical Chemistry · doi:10.1007/s00216-016-9549-1 · Cited by 55
Tian, F., Guo, G., Zhang, C., Yang, F., Hu, Z., Liu, C., & Wang, S. (2018) · International Journal of Biological Macromolecules · doi:10.1016/j.ijbiomac.2018.11.175 · Cited by 55
Eslami, M., Amoozegar, M. A., & Asad, S. (2015) · International Journal of Biological Macromolecules · doi:10.1016/j.ijbiomac.2015.12.065 · Cited by 53
Microbial Fingerprinting of Potential Biodegrading Organisms
Mishra, B., Varjani, S., Iragavarapu, G. P., Ngo, H. H., Guo, W., & Vishal, B. (2019) · Current Pollution Reports · doi:10.1007/s40726-019-00116-5 · Cited by 52
Self-citationDetoxification of benzidine-based azo dye by E. gallinarum: Time-course study
Bafana, A., Chakrabarti, T., Muthal, P. L., & Kanade, G. S. (2008) · Ecotoxicology and Environmental Safety · doi:10.1016/j.ecoenv.2007.11.013 · Cited by 51
Sandhya, S., Sarayu, K., Uma, B., & Swaminathan, K. (2007) · Bioresource Technology · doi:10.1016/j.biortech.2007.05.027 · Cited by 49
Biological decolourization of C.I. Direct Black 38 by E. gallinarum
Bafana, A., Krishnamurthi, K., Devi, S. S., & Chakrabarti, T. (2008) · Journal of Hazardous Materials · doi:10.1016/j.jhazmat.2007.12.085 · Cited by 49
de Almeida, É. J. R., Mazzeo, D. E. C., Sommaggio, L. R. D., Marin‐Morales, M. A., de Andrade, A. R., & Corso, C. R. (2019) · Ecotoxicology and Environmental Safety · doi:10.1016/j.ecoenv.2019.109484 · Cited by 46
Genetically engineered bacteria for the degradation of dye and other organic compounds
Kumar, A., Kumar, A., Singh, R., Singh, R. P., Pandey, S., Rai, A., Singh, V. K., & Bhadouria, R. (2019) · Elsevier eBooks · doi:10.1016/b978-0-12-818095-2.00016-3 · Cited by 46
Yu, X., Yin, H., Peng, H., Lu, G., & Dang, Z. (2019) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2019.06.163 · Cited by 39
Liu, N., Xie, X., Yang, B., Zhang, Q., Yu, C., Zheng, X., Xu, L., Li, R., & Liu, J. (2016) · Environmental Science and Pollution Research · doi:10.1007/s11356-016-7705-y · Cited by 38
Decolourization of textile effluent by a thermophilic bacteria Anoxybacillus rupiensis
Gursahani, Y. H., & Gupta, S. G. (2011) · Journal of Petroleum & Environmental Biotechnology · doi:10.4172/2157-7463.1000111 · Cited by 35
Gregory, P. L. (2009) · Wiley eBooks · doi:10.1002/0471238961.0425051907180507.a01.pub2 · Cited by 35
Jong, L. D., Pech, N., Umbuzeiro, G. D. A., & Moreau, X. (2016) · Water Research · doi:10.1016/j.watres.2016.03.043 · Cited by 35
Lü, H., Wang, X., Zang, M., Zhou, J., Wang, J., & Guo, W. (2019) · Bioresource Technology · doi:10.1016/j.biortech.2019.121336 · Cited by 34
Adsorption of Methylene Blue dye using Marine algae Ulva lactuca
Pratiwi, D., Prasetyo, D. J., & Poeloengasih, C. D. (2019) · IOP Conference Series Earth and Environmental Science · doi:10.1088/1755-1315/251/1/012012 · Cited by 34
Removal of Basic Dyes from Aqueous Solutions by Adsorption onto Moroccan Clay (Fez City)
Zaitan, H., Bencheqroun, Z., Mrabet, I. E., Kachabi, M., Nawdali, M., & Neves, I. C. (2019) · Mediterranean Journal of Chemistry · doi:10.13171/10.13171/mjc8319050803hz · Cited by 29
Almaguer, M. A., Carpio, R. R., Alves, T. L. M., & Bassin, J. P. (2017) · Journal of environmental chemical engineering · doi:10.1016/j.jece.2017.12.039 · Cited by 25
Varjani, S., & Upasani, V. N. (2019) · Indian Journal of Microbiology · doi:10.1007/s12088-019-00814-0 · Cited by 24
Self-citationRecent Advances in Physicochemical and Biological Treatment Approaches for Distillery Wastewater
Kumar, V., Chandra, R., Thakur, I. S., Saxena, G., & Shah, M. P. (2020) · Springer eBooks · doi:10.1007/978-981-15-0497-6_6 · Cited by 23
Dixit, S., & Garg, S. (2018) · International Journal of Environmental Science and Technology · doi:10.1007/s13762-018-2054-7 · Cited by 22
Endophytic Fungi: Role in Dye Decolorization
Tochhawng, L., Mishra, V. K., Passari, A. K., & Singh, B. P. (2019) · Fungal biology · doi:10.1007/978-3-030-03589-1_1 · Cited by 17
Huang, W., Yang, H., & Zhang, S. (2018) · Journal of Hazardous Materials · doi:10.1016/j.jhazmat.2018.12.028 · Cited by 14
Genetically Modified Organisms (GMOs)
Peter, R., Mojca, J., & Primož, P. (2011) · Elsevier eBooks · doi:10.1016/b978-0-444-63951-6.00481-2 · Cited by 5
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Self-citation
Metadata
- Authors
- Varjani, S., Rakholiya, P., Ng, H. Y., You, S., & Teixeira, J. A.
- Venue
- Bioresource Technology
- Publisher
- Elsevier BV
- Published
- 2020-10
- Volume
- 314
- Pages
- 123728
- ISSN
- 0960-8524 (ISSN-L)
- OpenAlex
- W3037955414
- Cited by
- 554
- References
- 88
- FWCI
- 43.63
- Type
- journal article
- Language
- en
- Open access
- bronze
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