{"title":"利用响应面法优化萎缩芽孢杆菌漆酶活性:一项概念验证染料脱色研究","authors":"Kubra Kocak, Arzu Altin Yavuz, Suleyman Berberler, Cansu Filik Iscen","doi":"10.1111/1758-2229.70138","DOIUrl":null,"url":null,"abstract":"<p>This study investigates the enhancement of laccase activity, a copper-containing enzyme involved in oxidative biodegradation. The enzyme was studied in <i>Bacillus atrophaeus</i>, newly isolated from paper mill wastewater. Initial optimisation of key factors, including carbon and nitrogen sources, incubation time, inoculum size, pH, temperature, and CuSO4 concentration. Subsequently, a systematic refinement of selected parameters was performed through response surface methodology, a statistical optimisation technique. The maximum laccase activity of 0.057 U/mL was achieved under the following conditions: pH 8.0, 35.28°C, 1.5% CuSO<sub>4</sub>, 0.5% inoculum size, 3.7 g/L fructose and 1.08 g/L yeast extract. Under these conditions, a 2.51-fold enhancement in enzymatic activity was achieved compared to pre-optimised conditions. The optimised enzyme activity was then tested for its ability to decolourise dyes, specifically Congo red, burazol black and burazol navy. Congo red decolourisation exhibited a 2.95-fold increase after 72 h under optimised conditions, whereas burazol black and burazol navy dyes remained unaffected. These findings underscore the potential of optimised laccase-based methods for efficient dye wastewater treatment. Using response surface methodology, key parameters were fine-tuned to enhance laccase activity and decolourisation efficiency, advancing sustainable bioremediation in environmental biotechnology.</p>","PeriodicalId":163,"journal":{"name":"Environmental Microbiology Reports","volume":"17 4","pages":""},"PeriodicalIF":3.6000,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/1758-2229.70138","citationCount":"0","resultStr":"{\"title\":\"Optimisation of Laccase Activity From Bacillus atrophaeus Using Response Surface Methodology: A Proof-Of-Concept Dye Decolourisation Study\",\"authors\":\"Kubra Kocak, Arzu Altin Yavuz, Suleyman Berberler, Cansu Filik Iscen\",\"doi\":\"10.1111/1758-2229.70138\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>This study investigates the enhancement of laccase activity, a copper-containing enzyme involved in oxidative biodegradation. The enzyme was studied in <i>Bacillus atrophaeus</i>, newly isolated from paper mill wastewater. Initial optimisation of key factors, including carbon and nitrogen sources, incubation time, inoculum size, pH, temperature, and CuSO4 concentration. Subsequently, a systematic refinement of selected parameters was performed through response surface methodology, a statistical optimisation technique. The maximum laccase activity of 0.057 U/mL was achieved under the following conditions: pH 8.0, 35.28°C, 1.5% CuSO<sub>4</sub>, 0.5% inoculum size, 3.7 g/L fructose and 1.08 g/L yeast extract. Under these conditions, a 2.51-fold enhancement in enzymatic activity was achieved compared to pre-optimised conditions. The optimised enzyme activity was then tested for its ability to decolourise dyes, specifically Congo red, burazol black and burazol navy. Congo red decolourisation exhibited a 2.95-fold increase after 72 h under optimised conditions, whereas burazol black and burazol navy dyes remained unaffected. These findings underscore the potential of optimised laccase-based methods for efficient dye wastewater treatment. Using response surface methodology, key parameters were fine-tuned to enhance laccase activity and decolourisation efficiency, advancing sustainable bioremediation in environmental biotechnology.</p>\",\"PeriodicalId\":163,\"journal\":{\"name\":\"Environmental Microbiology Reports\",\"volume\":\"17 4\",\"pages\":\"\"},\"PeriodicalIF\":3.6000,\"publicationDate\":\"2025-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1111/1758-2229.70138\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Environmental Microbiology Reports\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1111/1758-2229.70138\",\"RegionNum\":4,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Microbiology Reports","FirstCategoryId":"99","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/1758-2229.70138","RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
Optimisation of Laccase Activity From Bacillus atrophaeus Using Response Surface Methodology: A Proof-Of-Concept Dye Decolourisation Study
This study investigates the enhancement of laccase activity, a copper-containing enzyme involved in oxidative biodegradation. The enzyme was studied in Bacillus atrophaeus, newly isolated from paper mill wastewater. Initial optimisation of key factors, including carbon and nitrogen sources, incubation time, inoculum size, pH, temperature, and CuSO4 concentration. Subsequently, a systematic refinement of selected parameters was performed through response surface methodology, a statistical optimisation technique. The maximum laccase activity of 0.057 U/mL was achieved under the following conditions: pH 8.0, 35.28°C, 1.5% CuSO4, 0.5% inoculum size, 3.7 g/L fructose and 1.08 g/L yeast extract. Under these conditions, a 2.51-fold enhancement in enzymatic activity was achieved compared to pre-optimised conditions. The optimised enzyme activity was then tested for its ability to decolourise dyes, specifically Congo red, burazol black and burazol navy. Congo red decolourisation exhibited a 2.95-fold increase after 72 h under optimised conditions, whereas burazol black and burazol navy dyes remained unaffected. These findings underscore the potential of optimised laccase-based methods for efficient dye wastewater treatment. Using response surface methodology, key parameters were fine-tuned to enhance laccase activity and decolourisation efficiency, advancing sustainable bioremediation in environmental biotechnology.
期刊介绍:
The journal is identical in scope to Environmental Microbiology, shares the same editorial team and submission site, and will apply the same high level acceptance criteria. The two journals will be mutually supportive and evolve side-by-side.
Environmental Microbiology Reports provides a high profile vehicle for publication of the most innovative, original and rigorous research in the field. The scope of the Journal encompasses the diversity of current research on microbial processes in the environment, microbial communities, interactions and evolution and includes, but is not limited to, the following:
the structure, activities and communal behaviour of microbial communities
microbial community genetics and evolutionary processes
microbial symbioses, microbial interactions and interactions with plants, animals and abiotic factors
microbes in the tree of life, microbial diversification and evolution
population biology and clonal structure
microbial metabolic and structural diversity
microbial physiology, growth and survival
microbes and surfaces, adhesion and biofouling
responses to environmental signals and stress factors
modelling and theory development
pollution microbiology
extremophiles and life in extreme and unusual little-explored habitats
element cycles and biogeochemical processes, primary and secondary production
microbes in a changing world, microbially-influenced global changes
evolution and diversity of archaeal and bacterial viruses
new technological developments in microbial ecology and evolution, in particular for the study of activities of microbial communities, non-culturable microorganisms and emerging pathogens.