Fungal lignocellulolytic enzymes: an in silico and full factorial design approach.

IF 4.2 3区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY World journal of microbiology & biotechnology Pub Date : 2025-01-27 DOI:10.1007/s11274-024-04241-2
Esteffany de Souza Candeo, Fabiano Bisinella Scheufele, Aline de Cassia Campos Pena, Gabriel Dequigiovanni, Giani Andrea Linde, Gerardo Mata, Nelson Barros Colauto, Patricia Dayane Carvalho Schaker
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Abstract

Efficient degradation of lignocellulosic biomass is key for the production of value-added products, contributing to sustainable and renewable solutions. This study employs a two-step approach to evaluate lignocellulolytic enzymes of Ceratocystis paradoxa, Colletotrichum falcatum, and Sporisorium scitamineum. First, an in silico genomic analysis was conducted to predict the potential enzyme groups produced by these fungi. Second, a 2³ full factorial design of solid-state cultivation was employed to investigate the cultivation conditions that optimize enzyme activity. In silico analysis of phytopathogen genomes identified proteins with the potential for biomass degradation. Cellulase and phenoloxidase activities were assessed in culture medium and solid-state cultivation. A 2³ full factorial design was employed for solid-state cultivation to evaluate the cellulose, endoglucanase, and laccase activities. In silico analysis shows that C. falcatum has the most diverse enzyme set for lignocellulosic biomass degradation. In vitro assays corroborate this, demonstrating that C. falcatum produces the highest enzyme quantities, except for cellulase, where C. paradoxa outperforms it. Both C. paradoxa and C. falcatum exhibit cellulase and phenoloxidase activities, but only C. falcatum shows laccase activity. Most favorable enzyme production in solid-state cultivation occurred with 85-95 g 100 g- 1 bagasse moisture and 5 g 100 g- 1 yeast extract, with four-day cultivation period needed for cellulase and endoglucanase in C. paradoxa and 12 days for endoglucanase and laccase in C. falcatum. The in silico and in vitro assays demonstrated that C. falcatum can produce a diverse enzyme set, including laccase, cellulase, and endoglucanase, making it a promising candidate for enzymatic industrial applications.

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真菌木质纤维素水解酶:一种全因子设计方法。
木质纤维素生物质的有效降解是生产增值产品的关键,有助于实现可持续和可再生的解决方案。本研究采用两步法对奇异角鼻虫、镰状炭疽菌和甘蔗孢菌的木质纤维素水解酶进行了评价。首先,进行了计算机基因组分析,以预测这些真菌产生的潜在酶群。其次,采用固态培养的2³全因子设计来研究优化酶活性的培养条件。植物病原体基因组的计算机分析鉴定出具有生物质降解潜力的蛋白质。测定了纤维素酶和酚氧化酶在培养基和固态培养中的活性。采用2³全因子设计进行固态培养,以评估纤维素、内切葡聚糖酶和漆酶的活性。硅分析表明,镰状镰刀菌具有最多样化的酶组的木质纤维素生物质降解。体外实验证实了这一点,表明镰状镰刀菌产生的酶量最高,除了纤维素酶,其中悖论镰刀菌优于它。悖论菌和镰刀菌均表现出纤维素酶和酚氧化酶活性,但只有镰刀菌表现出漆酶活性。在固体培养条件下,85 ~ 95 g 100g - 1甘蔗渣水分和5 g 100g - 1酵母提取物的产酶效果最好,双曲曲霉的纤维素酶和内切葡聚糖酶需要培养4天,镰刀曲霉的内切葡聚糖酶和上胶酶需要培养12天。计算机和体外实验表明,镰状镰刀菌可以产生多种酶,包括漆酶、纤维素酶和内切葡聚糖酶,使其成为酶工业应用的有希望的候选物。
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来源期刊
World journal of microbiology & biotechnology
World journal of microbiology & biotechnology 工程技术-生物工程与应用微生物
CiteScore
6.30
自引率
2.40%
发文量
257
审稿时长
2.5 months
期刊介绍: World Journal of Microbiology and Biotechnology publishes research papers and review articles on all aspects of Microbiology and Microbial Biotechnology. Since its foundation, the Journal has provided a forum for research work directed toward finding microbiological and biotechnological solutions to global problems. As many of these problems, including crop productivity, public health and waste management, have major impacts in the developing world, the Journal especially reports on advances for and from developing regions. Some topics are not within the scope of the Journal. Please do not submit your manuscript if it falls into one of the following categories: · Virology · Simple isolation of microbes from local sources · Simple descriptions of an environment or reports on a procedure · Veterinary, agricultural and clinical topics in which the main focus is not on a microorganism · Data reporting on host response to microbes · Optimization of a procedure · Description of the biological effects of not fully identified compounds or undefined extracts of natural origin · Data on not fully purified enzymes or procedures in which they are applied All articles published in the Journal are independently refereed.
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