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Statistical versus neural network-embedded swarm intelligence optimization of a metallo-neutral-protease production: activity kinetics and food industry applications. 金属中性蛋白酶生产的统计与神经网络嵌入式群集智能优化:活性动力学与食品工业应用。
IF 2 4区 生物学 Q3 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-10-01 Epub Date: 2024-03-16 DOI: 10.1080/10826068.2024.2328681
Maurice George Ekpenyong, Sylvester Peter Antai

An integrated approach involving response surface methodology (RSM) and artificial neural network-ant-colony hybrid optimization (ANN-ACO) was adopted to develop a bioprocess medium to increase the yield of Bacillus cereus neutral protease under submerged fermentation conditions. The ANN-ACO model was comparatively superior (predicted r2 = 98.5%, mean squared error [MSE] = 0.0353) to RSM model (predicted r2 = 86.4%, MSE = 23.85) in predictive capability arising from its low performance error. The hybrid model recommended a medium containing (gL-1) molasses 45.00, urea 9.81, casein 25.45, Ca2+ 1.23, Zn2+ 0.021, Mn2+ 0.020, and 4.45% (vv-1) inoculum, for a 6.75-fold increase in protease activity from a baseline of 76.63 UmL-1. Yield was further increased in a 5-L bioreactor to a final volumetric productivity of 3.472 mg(Lh)-1. The 10.0-fold purified 46.6-kDa-enzyme had maximum activity at pH 6.5, 45-55 °C, with Km of 6.92 mM, Vmax of 769.23 µmolmL-1 min-1, kcat of 28.49 s-1, and kcat/Km of 4.117 × 103 M-1 s-1, at 45 °C, pH 6.5. The enzyme was stabilized by Ca2+, activated by Zn2+ but inhibited by EDTA suggesting that it was a metallo-protease. The biomolecule significantly clarified orange and pineapple juices indicating its food industry application.

采用响应面方法(RSM)和人工神经网络-蚁群混合优化(ANN-ACO)的综合方法开发了一种生物工艺培养基,以提高浸没发酵条件下蜡样芽孢杆菌中性蛋白酶的产量。ANN-ACO 模型的预测能力(预测 r2 = 98.5%,均方误差 [MSE] = 0.0353)相对优于 RSM 模型(预测 r2 = 86.4%,MSE = 23.85),因为其性能误差小。混合模型推荐的培养基含(gL-1)糖蜜 45.00、尿素 9.81、酪蛋白 25.45、Ca2+ 1.23、Zn2+ 0.021、Mn2+ 0.020 和 4.45%(vv-1)接种物,使蛋白酶活性从 76.63 UmL-1 的基线提高了 6.75 倍。在 5 升生物反应器中,产量进一步提高,最终体积生产率为 3.472 mg(Lh)-1。10.0 倍纯化的 46.6-kDa 酶在 pH 6.5、45-55 °C 条件下具有最大活性,Km 为 6.92 mM,Vmax 为 769.23 µmolmL-1 min-1,kcat 为 28.49 s-1,kcat/Km 为 4.117 × 103 M-1 s-1。该酶受 Ca2+ 稳定,受 Zn2+ 激活,但受 EDTA 抑制,表明它是一种金属蛋白酶。该生物大分子能明显澄清橙汁和菠萝汁,表明其在食品工业中的应用。
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引用次数: 0
Valorization of sugarcane bagasse for high-yield production of laccase through Aspergillus terreus for effective azo dye decolourization. 利用甘蔗渣的价值,通过土曲霉高产生产漆酶,有效去除偶氮染料。
IF 2 4区 生物学 Q3 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-10-01 Epub Date: 2024-04-01 DOI: 10.1080/10826068.2024.2332881
T Chandukishore, Tuhin Subhra Biswas, Ashish A Prabhu

Synthetic dyes such as azo dyes are significant pollutants in the wastewater released from various textile industries. The low biodegradability and production from synthetic sources with high shelf life make azo dyes a challenging material for degradation. This study used chemically mutated Aspergillus terrus in the laccase production under solid-state fermentation using sugarcane bagasse. Initially, the wild-type strain produced a laccase activity of 4.12 U/mL. Later, the alkaline pretreatment of sugarcane bagasse showed a significant increase in laccase activity by 38.9%. Further, random mutagenesis treatment with 100 mM EMS generated a hyper laccase-producing strain with a 2.3-fold increment in laccase activity compared to the wild-type strain. The enzyme displayed optimal activity at pH 6.5 and 35 °C. The metal ions such as Fe3+ (29.4 U/mL), Fe2+ (20.8 U/mL) and Cu2+ (18.05 U/mL) showed positive effects on laccase activity. The crude laccase was used to bioremediate Congo red, a prominent azo dye used in textile and pharmaceutical industries. The preliminary studies with a crude enzyme displayed 68.86% dye decolourization after 24 h of incubation. Additionally, with Taguchi orthogonal array optimization experiments, the maximal dye decolorization of 78.24% was achieved by maintaining crude enzyme concentration (20 U), dye concentration (25 mg/L) and pH 4.5.

偶氮染料等合成染料是各种纺织工业排放的废水中的重要污染物。偶氮染料的生物可降解性低,且由合成来源生产,保质期长,因此是一种具有挑战性的降解材料。本研究利用化学变异的曲霉(Aspergillus terrus)在甘蔗渣固态发酵条件下生产漆酶。最初,野生型菌株产生的漆酶活性为 4.12 U/mL。随后,对甘蔗渣进行碱性预处理后,漆酶活性显著提高了 38.9%。此外,用 100 mM EMS 进行随机诱变处理产生了一种高产漆酶菌株,其漆酶活性比野生型菌株提高了 2.3 倍。该酶在 pH 值为 6.5 和温度为 35 ℃ 时显示出最佳活性。Fe3+(29.4 U/mL)、Fe2+(20.8 U/mL)和Cu2+(18.05 U/mL)等金属离子对漆酶活性有积极影响。粗制漆酶被用于对刚果红(一种用于纺织和制药行业的主要偶氮染料)进行生物处理。对粗酶的初步研究表明,培养 24 小时后,染料脱色率为 68.86%。此外,通过田口正交阵列优化实验,在保持粗酶浓度(20 U)、染料浓度(25 mg/L)和 pH 值为 4.5 的情况下,染料脱色率达到了 78.24%。
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引用次数: 0
Comparison of the efficiency of the Sec and Tat secretory pathways in the secretion of recombinant neurturin protein using de novo designed signal peptides. 利用全新设计的信号肽比较 Sec 和 Tat 分泌途径在重组新乌头素蛋白分泌中的效率。
IF 2 4区 生物学 Q3 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-10-01 Epub Date: 2024-03-21 DOI: 10.1080/10826068.2024.2331203
Zahra Hajihassan, Mina Yazdi, Atiyeh Fadaie, Nooshin Akbarsemnani

Since cytoplasmic expression of heterologous proteins with disulfide bonds leads to the formation of inclusion bodies in E. coli, periplasmic production is preferable. The N-terminal signal peptide attached to the secreted protein determines the type of secretory pathway through which the target protein is secreted; Sec, Tat, or SRP. The aim of this study was to design and compare two novel signal peptides for the secretion of recombinant neurturin (as a model) via the Sec and Tat pathways. For this purpose, we aligned the natural signal peptides from E. coli and Bacillus subtilis to identify the conserved amino acids and those with the highest repetition. The SignalP4.1 and TatP1.0 software were used to determine the secretion efficiency of the new signal peptides. The efficiency of new signal peptides was then evaluated and compared experimentally with two naturally used signal peptides. Quantitative analysis of Western blot bands showed that approximately 80% of the expressed neurturin was secreted into the periplasmic space by new signal peptides. Circular dichroism spectroscopy also confirmed the correct secondary structure of the secreted neurturin. In conclusion, these novel signal peptides can be used to secrete any other recombinant proteins to the periplasmic space of E. coli efficiently.

由于带有二硫键的异源蛋白在细胞质中表达会导致在大肠杆菌中形成包涵体,因此最好采用外质体生产。分泌蛋白的 N 端信号肽决定了目标蛋白的分泌途径类型:Sec、Tat 或 SRP。本研究的目的是设计并比较两种新型信号肽,以帮助重组新乌头原蛋白(作为模型)通过 Sec 和 Tat 途径分泌。为此,我们对大肠杆菌和枯草杆菌的天然信号肽进行了比对,以确定保守氨基酸和重复率最高的氨基酸。我们使用 SignalP4.1 和 TatP1.0 软件测定了新信号肽的分泌效率。然后对新信号肽的效率进行了评估,并与两种天然信号肽进行了实验比较。对 Western 印迹条带的定量分析显示,新信号肽将大约 80% 的表达的新牛磺酸素分泌到了外质空间。圆二色性光谱分析也证实了分泌的新乌头素具有正确的二级结构。总之,这些新型信号肽可用于将任何其他重组蛋白有效地分泌到大肠杆菌的质外空间。
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引用次数: 0
Use of ultrasound to increase the catalytic activity of α-L-rhamnosidase. 利用超声波提高α-L-鼠李糖酶的催化活性。
IF 2 4区 生物学 Q3 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-10-01 Epub Date: 2024-03-13 DOI: 10.1080/10826068.2024.2326877
Chen Qi, Le Li, Kunpeng Yu, Yanling Lin, Lijun Li

α-L-rhamnosidase (Rha) is ubiquitous in nature and has high feasibility in the food and biotechnology industries. A green and environmentally friendly method was used to improve the activity of Rha. Here, we show that the effects of ultrasound treatment on the Rha. Ultrasonic treatment at 80 W for 10 min yielded the highest enzyme activity. Treatment increased enzyme activity by 26.3% and half-life by 124 min. Further, treatment increased the catalytic efficiency of Rha and increased the substrate conversion rate by 33.88%. These results demonstrate that ultrasound increases the catalytic activity and stability of Rha. Thus, ultrasonic treatment of Rha is cost-effective on the industrial scale.

α-L-鼠李糖酶(Rha)在自然界中无处不在,在食品和生物技术行业中具有很高的可行性。一种绿色环保的方法被用来提高 Rha 的活性。在这里,我们展示了超声波处理对 Rha 的影响。超声波处理的功率为 80 W,持续时间为 10 分钟,所产生的酶活性最高。处理后,酶活性提高了 26.3%,半衰期延长了 124 分钟。此外,处理还提高了 Rha 的催化效率,使底物转化率提高了 33.88%。这些结果表明,超声波能提高 Rha 的催化活性和稳定性。因此,用超声波处理 Rha 在工业规模上是经济有效的。
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引用次数: 0
Employing soil isolated fungi for production of bioactive phenolic compounds: a fermentative approach. 利用土壤分离真菌生产生物活性酚类化合物:一种发酵方法。
IF 2 4区 生物学 Q3 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-10-01 Epub Date: 2024-03-13 DOI: 10.1080/10826068.2024.2326882
Rathnaprabha Dharavath, Srividya A

An efficient method of solid-state fermentation (SSF) is reported for producing bioactive phenolic compounds using soil-isolated fungi. Antioxidant activity using a rapid DPPH (1,1-diphenyl-2-picryl hydrazyl), was employed to screen the 120 fungal isolates from soil. Aspergillus terreus 1, Aspergillus fumigatus, Aspergillus terreus 2, Penicillium citrinum, Aspergillus wentii1, Aspergillus wentii 2, Penicillium expansum and Penicillium granulatum were chosen, concerning their antioxidant activity and total phenolic content. These fungal strains were applied on agro residues viz. sugarcane bagasse, corn cob, rice straw, pea pod and wheat straw, to evaluate the release of phenolic compounds. The fermented extracts from various agro-residues showed good antioxidant activity against DPPH, ferric ion, and nitric oxide radicals. The highest antioxidant activity was observed in fermented extracts of sugarcane bagasse, followed by pea pod. Additionally, the total phenolic content in the fermented extracts positively correlated with antioxidant potential. This study highlights the significant potential of solid substrate fermentation using soil-isolated fungi and agro-residues to produce bioactive phenolic compounds with potent antioxidant properties. The utilization of SSF for the extraction of bioactive compounds from natural sources not only offers a clean and sustainable approach but also contributes to the valorization of agro-industrial residues.

本研究报道了一种利用土壤分离真菌生产生物活性酚类化合物的高效固态发酵(SSF)方法。利用快速 DPPH(1,1-二苯基-2-苦基肼)抗氧化活性筛选了 120 种从土壤中分离出来的真菌。根据其抗氧化活性和总酚含量,选择了土曲霉 1 号、烟曲霉、土曲霉 2 号、枸橼酸青霉、文氏曲霉 1 号、文氏曲霉 2 号、扩张青霉和颗粒青霉。这些真菌菌株被用于甘蔗渣、玉米芯、稻草、豌豆荚和小麦秸秆等农业残留物,以评估酚类化合物的释放情况。从各种农作物残留物中提取的发酵提取物对 DPPH、铁离子和一氧化氮自由基具有良好的抗氧化活性。甘蔗渣发酵提取物的抗氧化活性最高,其次是豌豆荚。此外,发酵提取物中的总酚含量与抗氧化潜力呈正相关。这项研究强调了利用土壤分离真菌和农业残留物进行固体基质发酵生产具有强大抗氧化性的生物活性酚类化合物的巨大潜力。利用固体基质发酵法从天然资源中提取生物活性化合物,不仅是一种清洁、可持续的方法,还有助于实现农用工业残留物的价值化。
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引用次数: 0
Insulin-transferrin-selenium promote formation of tissue-engineered vascular grafts in early stage of culture. 胰岛素-转铁蛋白-硒可促进组织工程血管移植物早期培养的形成。
IF 2 4区 生物学 Q3 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-10-01 Epub Date: 2024-03-28 DOI: 10.1080/10826068.2024.2333468
Xuheng Sun, Nannan Wang, Hongjing Jiang, Qing Liu, Cong Xiao, Jianyi Xu, Yindi Wu, Jingyi Mei, Shuting Wu, Zhanyi Lin

To create tissue-engineered vascular grafts (TEVGs) in vitro, vascular smooth muscle cells (VSMCs) must function effectively and produce sufficient extracellular matrix (ECM) in a three-dimensional space. In this study, we investigated whether the addition of insulin-transferrin-selenium (ITS), a medium supplement, could enhance TEVG formation. PGA fabric was used as the scaffold, and 1% ITS was added to the medium. After two weeks, the tissues were examined using electron microscopy and staining. The ITS group exhibited a denser structure and increased collagen production. VSMCs were cultured in two dimensions with ITS and assessed for collagen production, cell growth, and glucose metabolism. The results showed that ITS supplementation increased collagen production, cell growth, glucose utilization, lactate production, and ATP levels. Furthermore, reducing the amount of fetal bovine serum (FBS) in the medium did not affect the TEVGs or VSMCs when ITS was present. In conclusion, ITS improves TEVG construction by promoting VSMCs growth and reducing the need for FBS.

要在体外形成组织工程血管移植物(TEVGs),血管平滑肌细胞(VSMCs)必须在三维空间中有效发挥作用并产生足够的细胞外基质(ECM)。在这项研究中,我们探讨了添加胰岛素-转铁蛋白-硒(ITS)这种培养基补充剂是否能促进 TEVG 的形成。以 PGA 织物为支架,在培养基中加入 1% 的 ITS。两周后,用电子显微镜和染色法检查组织。ITS 组的组织结构更致密,胶原蛋白生成量增加。用 ITS 对 VSMC 进行二维培养,并对胶原蛋白的生成、细胞生长和葡萄糖代谢进行评估。结果显示,补充 ITS 增加了胶原蛋白的生成、细胞生长、葡萄糖利用、乳酸生成和 ATP 水平。此外,减少培养基中胎牛血清(FBS)的含量也不会影响含有 ITS 的 TEVG 或 VSMC。总之,ITS 可促进 VSMCs 生长并减少对 FBS 的需求,从而改善 TEVG 的构建。
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引用次数: 0
Experimental validation off-line a nonlinear controller for removal of chromium using non-living cells of Yarrowia lipolytica. 利用脂肪溶解亚罗菌的非活细胞去除铬的离线非线性控制器的实验验证。
IF 2 4区 生物学 Q3 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-10-01 Epub Date: 2024-03-27 DOI: 10.1080/10826068.2024.2329277
Vicente Peña Caballero, Pablo A López-Pérez, García Salas Oatna Georgina, Adan T Morales-Vargas

The removal of hexavalent chromium [Cr (VI)] using non-living cells of Yarrowia lipolytica was investigated. Batch and continuous studies on removal of Cr (VI) achieved 97% and 99% removal from aqueous phase, respectively. The specific uptake values at pH of 2 in batch process were 40.73 ± 1.3 mg/g and 30.09 ± 0.23 mg/g on non-living cells, when 100 and 200 mg/L of metal Cr (VI) concentrations were used. In order to investigate the regulation of Cr (VI) under continuous operation based on reaction volume numerically a new class of feedback controller from structure polynomial was designed. The proposed methodology was used to an experimentally kinetic model for a removal Cr (VI) from Yarrowia lipolytica biomass was showed satisfactory closed-loop performance the proposed controller. Starting from an off-line optimization performed in simulation, we present the controller implementation, focussing on the methodology required to could be suitable for implementation in real time. In our experimental results, we highlight some discrepancies between simulation and reality despite these differences, the controller managed to perform convergence to removal Cr (VI). Finally, the results validated with off-line samples suggest that the proposed control could be suitable for in application in potential scenarios for wastewater treatment.

研究人员利用脂肪溶解亚罗菌的非活细胞去除六价铬[Cr (VI)]。批量和连续去除铬(VI)的研究结果表明,水相中铬(VI)的去除率分别达到 97% 和 99%。当使用 100 和 200 mg/L 的金属铬(VI)浓度时,批处理过程中 pH 值为 2 时,非活细胞的比吸收值分别为 40.73 ± 1.3 mg/g 和 30.09 ± 0.23 mg/g。为了研究基于反应体积的连续运行下的 Cr (VI) 调节,设计了一种新的多项式结构反馈控制器。所提出的方法被用于雅罗氏脂溶菌生物质去除 Cr (VI) 的实验动力学模型,结果表明所提出的控制器具有令人满意的闭环性能。从模拟离线优化开始,我们介绍了控制器的实施,重点是适合实时实施所需的方法。在实验结果中,我们强调了模拟与实际之间的一些差异,尽管存在这些差异,但控制器还是成功地收敛到了去除 Cr (VI)。最后,通过离线样本验证的结果表明,所提出的控制方法适用于废水处理的潜在应用场景。
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引用次数: 0
Isolation and identification of a salt-tolerant Coelastrum sp. and exploration of its potential for biodiesel production. 分离和鉴定一种耐盐鹅掌霉菌并探索其生产生物柴油的潜力。
IF 2 4区 生物学 Q3 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-09-24 DOI: 10.1080/10826068.2024.2405941
Jing Xu, Han Wang, Jixin Liu, Jingping Ge, Yimeng Lin, Wenxiang Ping

Given the escalating demand for renewable biofuels amidst the continual consumption of fossil energy, the exploration and identification of microalgal strains for biodiesel production have become crucial. In this study, a microalgal strain named HDMA-12 was isolated from Lake Chenjiadayuan in China to evaluate its biodiesel potential. Phylogenetic analysis of its internal transcribed spacer sequences revealed HDMA-12 as a new molecular record in the genus Coelastrum. When cultivated in BG11 basal medium, HDMA-12 achieved a biomass of 635.7 mg L-1 and a lipid content of 26.4%. Furthermore, the fatty acid methyl ester profile of HDMA-12 exhibited favorable combustion characteristics. Subjected to 200 mM NaCl stress, HDMA-12 reached its maximum biomass of 751.5 mg L-1 and a lipid content of 28.9%. These findings indicate the promising prospects of HDMA-12 as a promising microalgal strain for further advancements in biodiesel production.

在化石能源持续消耗的情况下,人们对可再生生物燃料的需求不断增长,因此探索和鉴定用于生产生物柴油的微藻菌株变得至关重要。本研究从中国陈家大院湖中分离了一株名为 HDMA-12 的微藻,以评估其生物柴油的潜力。其内部转录间隔序列的系统进化分析表明,HDMA-12 是鞘藻属中一个新的分子记录。在 BG11 基础培养基中培养时,HDMA-12 的生物量为 635.7 mg L-1,脂质含量为 26.4%。此外,HDMA-12 的脂肪酸甲酯谱显示出良好的燃烧特性。在 200 mM NaCl 胁迫下,HDMA-12 的生物量达到最大值 751.5 mg L-1,脂质含量为 28.9%。这些研究结果表明,HDMA-12 是一种前景广阔的微藻菌株,有望进一步推动生物柴油的生产。
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引用次数: 0
Optimization of exopolysaccharide production from the novel Enterococcus species, using statistical design of experiment. 利用实验统计设计优化新型肠球菌的外多糖生产。
IF 2 4区 生物学 Q3 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-09-20 DOI: 10.1080/10826068.2024.2402337
Shivani Singh Gaur, Uday S Annapure

The Exopolysaccharide (EPS) producing novel strains of Enterococcus previously isolated from the vaginal source of pregnant women were selected based on ropy structure formation. The two selected strains, E.villorum SB-2 and E.rivorum S22-3, were found to be producing 2.87 g/l and 3.14 g/l EPS, respectively, in the minimal media (M17 media) after 24-hour fermentation under anaerobic condition. Both the strains have probiotic properties and have the potential to be used for industrial applications. The production media and fermentation conditions were optimized to enhance the EPS production using the one-factor method, Placket-Burman factorial designing and Central composite design (CCD) of Response surface methodology (RSM). The most relevant factors affecting the EPS yield were sucrose, yeast extract and pH for E.villorum SB2 and sucrose, yeast extract and magnesium sulfate for the E.rivorum S22-3 as determined by Placket-Burman design, whose concentrations were further optimized using CCD. The optimized fermentation conditions gave the total EPS of 9.76 g/l (4 times the initial production) from E.villorum SB-2 and 7.74 g/l (2.5 times the initial production) from E.rivorum S22-3, respectively, after 36-hour incubation at 37 °C. These optimization studies might be helpful during scale-up process for the industrial scale production of these exopolysaccharide.

根据多糖结构的形成情况,筛选出了先前从孕妇阴道中分离出的可产生多糖(EPS)的新型肠球菌菌株。在厌氧条件下发酵 24 小时后,发现所选的两株菌株(E.villorum SB-2 和 E.rivorum S22-3)在最小培养基(M17 培养基)中分别能产生 2.87 克/升和 3.14 克/升的 EPS。这两种菌株都具有益生特性,有可能用于工业应用。采用单因素法、Placket-Burman 因子设计和响应面方法(RSM)的中央复合设计(CCD)对生产培养基和发酵条件进行了优化,以提高 EPS 产量。通过 Placket-Burman 设计确定,影响 E.villorum SB2 的 EPS 产量的最相关因素是蔗糖、酵母提取物和 pH 值,影响 E.rivorum S22-3 的 EPS 产量的最相关因素是蔗糖、酵母提取物和硫酸镁。经优化的发酵条件在 37 ℃ 培养 36 小时后,E.villorum SB-2 和 E.rivorum S22-3 的总 EPS 分别为 9.76 克/升(初始产量的 4 倍)和 7.74 克/升(初始产量的 2.5 倍)。这些优化研究可能有助于这些外多糖工业化生产的放大过程。
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引用次数: 0
Enhancing methane yield and shifting microbial communities in anaerobic reactors treating lipid-rich dairy wastewater through exogenous lipase addition 通过添加外源脂肪酶提高处理富含脂质的乳制品废水的厌氧反应器中的甲烷产量并改变微生物群落
IF 2.9 4区 生物学 Q3 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-09-12 DOI: 10.1080/10826068.2024.2399042
Marwa Abedalkarem, Omamah Dabbour, Sare Asli
This study explores a novel enzymatic pretreatment approach in anaerobic reactors for dairy wastewater, using lipase AY Amano to enhance methane production and modify microbial and archaeal communi...
本研究探讨了在厌氧反应器中对乳制品废水进行酶预处理的新方法,利用脂肪酶 AY Amano 来提高甲烷产量并改变微生物和古细菌群落。
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引用次数: 0
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Preparative Biochemistry & Biotechnology
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