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Biochemical and molecular docking-based assessment of Spirulina platensis's bioactive constituents for their potential application as natural anticancer drug 以生化和分子对接为基础评估''的生物活性成分作为天然抗癌药物的应用潜力
IF 4.6 2区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-08-01 DOI: 10.1016/j.algal.2024.103624

Spirulina platensis and its extracts possess positive benefits for human health indications from malnutrition, antioxidant properties, and therapeutic properties. This study investigates the antioxidant activity of Spirulina platensis extracts and their cytotoxicity against the breast cancer cell line (MCF-7). The antioxidant and cytotoxicity properties of C- phycocyanin (C-PC) were directly compared with the diethyl ether extract of S. platensis (DEE). Results indicated that C-PC exhibited superior antioxidant activity compared to DEE extract. The observed values for C-PC are 1.453 μg/mL (IC50-value), 299.6 μM AA eq/mL, 86.68 μM TE eq/mL, and 179 μg/g for ABTS assay, DPPH, FRAP and total antioxidant activity, respectively. Moreover, C-PC also demonstrated enhanced cytotoxic activity against MCF-7 tumor cells with IC50 values of 100 μg/mL and 630 μg/mL for C-PC and DEE; respectively. C-PC treatment downregulated the expression of PI3K, Akt, mTOR, and Wnt. C-PC treatment to MCF-7 cells significantly induced caspase 3, caspase 8, and caspase 9. Similar effects, with lower tendency, were also observed for DEE extracts of S. platensis. Molecular docking studies suggest that S. platensis' bioactive constituents can induce apoptosis through intrinsic pathways. The current findings provide evidence for the medical importance of Spirulina platensis active constituents as promising natural anticancer drugs.

螺旋藻及其提取物对人类健康具有积极的益处,可改善营养不良、抗氧化和治疗特性。本研究调查了蓝藻提取物的抗氧化活性及其对乳腺癌细胞系(MCF-7)的细胞毒性。将 C-藻蓝蛋白(C-PC)的抗氧化性和细胞毒性特性与 S. platensis 的二乙醚提取物(DEE)进行了直接比较。结果表明,C-PC 的抗氧化活性优于 DEE 提取物。在 ABTS 检测、DPPH、FRAP 和总抗氧化活性方面,C-PC 的观察值分别为 1.453 μg/mL(IC50 值)、299.6 μM AA eq/mL、86.68 μM TE eq/mL 和 179 μg/g。此外,C-PC 还增强了对 MCF-7 肿瘤细胞的细胞毒性活性,C-PC 和 DEE 的 IC50 值分别为 100 μg/mL 和 630 μg/mL。C-PC 处理可下调 PI3K、Akt、mTOR 和 Wnt 的表达。对 MCF-7 细胞进行 C-PC 处理可显著诱导 caspase 3、caspase 8 和 caspase 9。在 S. platensis 的 DEE 提取物中也观察到了类似的作用,但趋势较低。分子对接研究表明,S. platensis 的生物活性成分可通过内在途径诱导细胞凋亡。目前的研究结果证明了板蓝根螺旋藻活性成分作为有前景的天然抗癌药物在医学上的重要性。
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引用次数: 0
Outdoor semi-continuous cultivation of Synechococcus sp. for enhanced carotenoid production 室外半连续培养 Synechococcus sp.以提高类胡萝卜素产量
IF 4.6 2区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-08-01 DOI: 10.1016/j.algal.2024.103657

The carotenoid productivity of a euryhaline Synechococcus sp. was studied in indoor and outdoor conditions. Indoor experiments revealed that the strain could maintain growth and carotenoid accumulation within a salinity range of 2.5–8.0 % NaCl. In an indoor two phase semi-continuous cultivation in PBRs, every three days, 50 % of the culture was replaced with fresh growth media in phase one, whereas the removed culture was grown for another three days in the second phase to enhance the carotenoid yield. Biomass and carotenoid productivity of the strain in the second phase were similar in five consecutive cultivation cycles. Next, the same two-phase cultivation experiment was conducted in 5 sq. m outdoor raceway tanks. However, for the outdoor experiment, carotenoid-rich biomass was harvested from the second phase by membrane filtration, and the growth media was recycled for cultivating in the first phase. The salinity of the culture continued to increase as the evaporated water was balanced by seawater. The semi-continuous cultivation of the first phase continued for 20 days before the culture salinity reached 7.4 % NaCl. For Synechococcus sp., the growth and carotenoid productivities were not affected within this salinity range.

在室内和室外条件下,研究了一种极海洋性类胡萝卜素球菌(Synechococcus sp.)的类胡萝卜素生产率。室内实验表明,该菌株可在 2.5-8.0 % NaCl 的盐度范围内保持生长和类胡萝卜素积累。在 PBR 室内两阶段半连续培养中,第一阶段每三天用新鲜生长培养基替换 50%的培养物,而第二阶段则将移除的培养物再培养三天,以提高类胡萝卜素产量。在连续五个培养周期中,第二阶段菌株的生物量和类胡萝卜素产量相近。接下来,同样的两阶段培养实验在 5 平方米的室外赛道水槽中进行。不过,在室外实验中,通过膜过滤从第二阶段收获了富含类胡萝卜素的生物质,生长培养基被循环用于第一阶段的培养。随着海水平衡蒸发的水分,培养物的盐度持续上升。第一阶段的半连续培养持续了 20 天,培养盐度才达到 7.4% NaCl。在此盐度范围内,Synechococcus sp.的生长和类胡萝卜素产量未受影响。
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引用次数: 0
Efficient nutrient and antibiotics removal from aquaculture wastewater using different microalgae-based systems by agricultural multi-phytohormone induction 通过农业多种植物激素诱导,利用不同的微藻系统高效去除水产养殖废水中的营养物质和抗生素
IF 4.6 2区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-08-01 DOI: 10.1016/j.algal.2024.103659

The present study innovatively explores the impact of adding agricultural mixed plant hormones (gibberellin acid-indole-3-acetic acid-brassinolide, GIB) on simultaneously removing nutrients and antibiotics out of aquaculture wastewater within different four microalgae-bacteria-fungus symbionts. The results indicated that under the optimal symbiotic technology (Chlorella vulgaris+S395-2+Clonostachys rosea) and the best hormone GIB (20 mg L−1) addition, both growth characteristics and photosynthetic performance of microalgae-bacteria-fungus symbionts were optimal. Under optimal treatment conditions, the average nutrient removal efficiency (TN and TP) reached 93.71 ± 5.02 % and 93.56 ± 4.07 %, separately, whereas the average removal efficiency of antibiotics (oxytetracycline, ciprofloxacin and sulfadiazine) were 99.46 ± 0.17 %, 89.53 ± 5.41 %, and 85.68 ± 6.82 %, respectively. This study offers a promising new direction for algal treatment technology, particularly in the concurrent removal of antibiotics and nutrients.

本研究创新性地探讨了在四种不同的微藻-细菌-真菌共生体中添加农用混合植物激素(赤霉素酸-吲哚-3-乙酸-芸苔素内酯,GIB)对同时去除水产养殖废水中的营养物质和抗生素的影响。结果表明,在最佳共生技术(小球藻+S395-2+蔷薇藻)和最佳激素 GIB(20 mg L-1)添加条件下,微藻-细菌-真菌共生体的生长特性和光合作用性能均达到最佳。在最佳处理条件下,营养物质(TN 和 TP)的平均去除率分别达到 93.71 ± 5.02 % 和 93.56 ± 4.07 %,而抗生素(土霉素、环丙沙星和磺胺嘧啶)的平均去除率分别为 99.46 ± 0.17 %、89.53 ± 5.41 % 和 85.68 ± 6.82 %。这项研究为藻类处理技术,尤其是同时去除抗生素和营养物质的技术,提供了一个前景广阔的新方向。
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引用次数: 0
Life-cycle analysis of offshore macroalgae production systems in the United States 美国近海大型藻类生产系统的生命周期分析
IF 4.6 2区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-08-01 DOI: 10.1016/j.algal.2024.103654

Offshore macroalgae production offers the potential to provide valuable biomass for food, energy, and higher value products without the use of land or freshwater while using excess nutrients and carbon dioxide. To realize this potential, the Macroalgae Research Inspiring Novel Energy Resources program of the Advanced Research Projects Agency-Energy has initiated projects to develop advanced cultivation technologies that enable the cost- and energy-efficient production of macroalgal biomass. This study addresses the life-cycle greenhouse gas emissions and energy return on investment for five U.S. offshore macroalgae production systems designed for deployment at the thousand-hectare scale using a detailed module developed within the GREET life-cycle analysis model for this study.

The carbon intensity of macroalgae production system designs, expressed as kg of carbon dioxide equivalent per dry metric ton of algae harvested, vary widely from 49 to 220 and confirm that biomass productivity has the highest degree of sensitivity across the model parameters tested. Regardless of the system designs, the upstream and combustion emissions from fuel use are the key contributor (over 45 %) to carbon intensity, indicating that the use of low-carbon fuels (e.g., renewable diesel) could further reduce greenhouse gas emissions. Further studies need to specify the market opportunity and specific product slates for macroalgae to provide a complete picture of the environmental impacts of macroalgal feedstock.

近海大型藻类生产提供了为食品、能源和高价值产品提供宝贵生物质的潜力,而无需使用土地或淡水,同时还能利用过剩的营养物质和二氧化碳。为实现这一潜力,能源高级研究计划局的 "大型藻类研究激发新型能源资源 "项目已启动多个项目,以开发先进的栽培技术,从而实现大型藻类生物质的成本和能效生产。本研究使用 GREET 生命周期分析模型中为本研究开发的详细模块,分析了五种美国近海大型藻类生产系统的生命周期温室气体排放量和能源投资回报率,这些系统设计用于千公顷规模的部署。大型藻类生产系统设计的碳强度(以每收获一公吨干藻类产生的二氧化碳当量千克表示)在 49 到 220 之间差异很大,并证实生物质生产率在所有测试的模型参数中具有最高的敏感度。无论采用哪种系统设计,燃料使用的上游排放和燃烧排放都是造成碳强度的主要因素(超过 45%),这表明使用低碳燃料(如可再生柴油)可进一步减少温室气体排放。进一步的研究需要明确大型藻类的市场机会和具体产品范围,以提供大型藻类原料对环境影响的全貌。
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引用次数: 0
Fe(III)-mediated changes in microalgae-associated bacterial communities and dissolved organic matter characteristics: A case study for Chlorococcum sp. GD 铁(III)介导的微藻相关细菌群落和溶解有机物特征的变化:关于 Chlorococcum sp.
IF 4.6 2区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-08-01 DOI: 10.1016/j.algal.2024.103637

Trivalent iron ions (Fe(III)) have important effects on aquatic ecosystems, especially on the functional diversity and stability of microorganisms and ecosystems. Here, a cultivable microalgae (Chlorococcum sp. GD) from the natural environment (Shanxi, China) were isolated and identified. A combined high-throughput 16S rRNA gene amplicon sequencing/excitation-emission matrix coupled with parallel factor (EEM-PARAFAC) analysis was used to integrated the results of Fe(III) influence on Chlorococcum sp. GD bacterial community and dissolved organic matter (DOM) characteristics through laboratory experiments. Due to the addition of Fe(III) in the form of ferric nitrate (Fe(NO3)3·9H2O), complexed with EDTA to maintain solubility and bioavailability, the bacterial community was altered. This led to a decrease in the relative abundance of Proteobacteria and Actinobacteria and an increase in the relative abundance of Cyanobacteria, especially under excessive Fe(III) treatment. In addition, the relative contribution of bacterial community dispersal limitation and homogenizing dispersal was 100 %, which may lead to differences in their local adaptation and ecological processes with homogenization of bacterial diversity and loss of function. Excessive Fe(III) caused a significant increase in the abundance of genes involved in the carbon cycle (p < 0.01) and a significant decrease in genes involved in the nitrogen cycle (p < 0.01), further affecting the overall regulatory network of gene expression. This led to an increase in the abundance of genes involved in metabolism, cellular processes, environmental information processing, genetic information processing, and human diseases. The moderate amount of Fe(III) promoted the production of microbial components and accelerated the degree of DOM humification. It is also worth mentioning that excessive Fe(III) inhibited DOM degradation. Overall, this work explored the characteristics of bacterial community and DOM changes in Fe(III)-stressed Chlorococcum sp. GD as an example, which contributes to an in-depth understanding of microbial community diversity and element cycling in aquatic ecosystems.

三价铁离子(Fe(III))对水生生态系统有重要影响,尤其是对微生物和生态系统的功能多样性和稳定性。本文从自然环境(中国山西)中分离并鉴定了一种可栽培的微藻(GD藻)。采用高通量 16S rRNA 基因扩增片段测序/激发-发射矩阵耦合并行因子(EEM-PARAFAC)分析方法,通过实验室实验综合分析了 Fe(III)对 GD 藻细菌群落和溶解有机物(DOM)特征的影响。由于添加了硝酸铁(Fe(NO)-9HO)形式的铁(III),并与乙二胺四乙酸(EDTA)络合以保持溶解度和生物利用度,细菌群落发生了变化。这导致变形菌和放线菌的相对丰度下降,而蓝藻的相对丰度上升,尤其是在过量的铁(III)处理条件下。此外,细菌群落扩散限制和同质化扩散的相对贡献率为 100%,这可能会导致细菌多样性同质化和功能丧失,从而导致它们在当地适应和生态过程中的差异。过量的 Fe(III)导致参与碳循环的基因丰度显著增加(< 0.01),参与氮循环的基因丰度显著减少(< 0.01),进一步影响了基因表达的整体调控网络。这导致参与新陈代谢、细胞过程、环境信息处理、遗传信息处理和人类疾病的基因数量增加。适量的铁(III)促进了微生物成分的产生,加快了 DOM 的腐殖化程度。值得一提的是,过量的铁(III)会抑制 DOM 的降解。总之,本研究探索了铁(III)胁迫藻类中细菌群落的特征和 DOM 的变化。以 GD 为例,有助于深入了解水生生态系统中微生物群落多样性和元素循环。
{"title":"Fe(III)-mediated changes in microalgae-associated bacterial communities and dissolved organic matter characteristics: A case study for Chlorococcum sp. GD","authors":"","doi":"10.1016/j.algal.2024.103637","DOIUrl":"10.1016/j.algal.2024.103637","url":null,"abstract":"<div><p>Trivalent iron ions (Fe(III)) have important effects on aquatic ecosystems, especially on the functional diversity and stability of microorganisms and ecosystems. Here, a cultivable microalgae (<em>Chlorococcum</em> sp. GD) from the natural environment (Shanxi, China) were isolated and identified. A combined high-throughput 16S rRNA gene amplicon sequencing/excitation-emission matrix coupled with parallel factor (EEM-PARAFAC) analysis was used to integrated the results of Fe(III) influence on <em>Chlorococcum</em> sp. GD bacterial community and dissolved organic matter (DOM) characteristics through laboratory experiments. Due to the addition of Fe(III) in the form of ferric nitrate (Fe(NO<sub>3</sub>)<sub>3</sub>·9H<sub>2</sub>O), complexed with EDTA to maintain solubility and bioavailability, the bacterial community was altered. This led to a decrease in the relative abundance of Proteobacteria and Actinobacteria and an increase in the relative abundance of Cyanobacteria, especially under excessive Fe(III) treatment. In addition, the relative contribution of bacterial community dispersal limitation and homogenizing dispersal was 100 %, which may lead to differences in their local adaptation and ecological processes with homogenization of bacterial diversity and loss of function. Excessive Fe(III) caused a significant increase in the abundance of genes involved in the carbon cycle (<em>p</em> &lt; 0.01) and a significant decrease in genes involved in the nitrogen cycle (<em>p</em> &lt; 0.01), further affecting the overall regulatory network of gene expression. This led to an increase in the abundance of genes involved in metabolism, cellular processes, environmental information processing, genetic information processing, and human diseases. The moderate amount of Fe(III) promoted the production of microbial components and accelerated the degree of DOM humification. It is also worth mentioning that excessive Fe(III) inhibited DOM degradation. Overall, this work explored the characteristics of bacterial community and DOM changes in Fe(III)-stressed <em>Chlorococcum</em> sp. GD as an example, which contributes to an in-depth understanding of microbial community diversity and element cycling in aquatic ecosystems.</p></div>","PeriodicalId":7855,"journal":{"name":"Algal Research-Biomass Biofuels and Bioproducts","volume":null,"pages":null},"PeriodicalIF":4.6,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141940423","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Protein extracts from microalgae and cyanobacteria biomass. Techno-functional properties and bioactivity: A review 从微藻和蓝藻生物质中提取蛋白质。技术功能特性和生物活性:综述
IF 4.6 2区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-08-01 DOI: 10.1016/j.algal.2024.103638

Microalgae and cyanobacteria are photosynthetic and unicellular organisms that contain considerable amounts of proteins, lipids, carbohydrates, and polyunsaturated fatty acids, among others, with applications in the cosmetic, pharmaceutical, and food industries. These microorganisms can accumulate protein up to 70 % of total biomass depending on the microalgal strain, hence they have been regarded as an alternative protein source for the future. Microalgal proteins have important applications such as emulsifying, foaming, and gelation properties, which are important for the determination of quality and texture of foods. Some microalgal peptides possess important bioactivity with many health-benefit effects. Therefore, to maximize the production of proteins from microalgae and cyanobacteria, many protein extraction procedures have been studied to increase the economic return. They have been tested towards higher protein yields at low energy cost, the preservation of protein native properties, and lower cell debris. This later is fundamental to facilitate the subsequent purification processes so that the overall cost can be reduced. The aim of this work is to review some cell disruption processes for the extraction of protein from microalgae and cyanobacteria, considering that this step is crucial for the overall process due to the high rigidness of microalgal cell covering, which can hamper the release of proteins. It also aims at reviewing the purification techniques after cellular disruption, from conventional to more recent approaches, and finally addresses the antioxidant, antidiabetic, antihypertensive, antibacterial and other bioactive properties of microalgal protein hydrolysates and peptides.

微藻和蓝藻是单细胞光合生物,含有大量蛋白质、脂类、碳水化合物和多不饱和脂肪酸等,可用于化妆品、制药和食品行业。根据微藻菌株的不同,这些微生物积累的蛋白质可高达总生物量的 70%,因此被视为未来的替代蛋白质来源。微藻蛋白质具有重要的应用价值,如乳化、发泡和凝胶特性,这对确定食品的质量和质地非常重要。一些微藻肽具有重要的生物活性,对健康有益。因此,为了最大限度地提高微藻和蓝藻蛋白质的产量,人们研究了许多蛋白质提取程序,以提高经济收益。已对这些程序进行了测试,以便以较低的能源成本获得更高的蛋白质产量,保持蛋白质的原生特性,并减少细胞碎片。这对于促进后续纯化过程,从而降低总体成本至关重要。本研究的目的是回顾一些用于从微藻和蓝藻中提取蛋白质的细胞破碎工艺,因为微藻细胞膜非常坚硬,会阻碍蛋白质的释放,所以这一步骤对整个工艺至关重要。本研究还旨在回顾细胞破碎后的纯化技术,从传统方法到最新方法,最后探讨微藻蛋白水解物和肽的抗氧化、抗糖尿病、抗高血压、抗菌和其他生物活性特性。
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引用次数: 0
Enhancing shrimp growth and immunity with green algal Caulerpa lentillifera polysaccharides through gut microbiota regulation 通过调节肠道微生物群,利用绿藻 Caulerpa lentillifera 多糖提高对虾的生长和免疫力
IF 4.6 2区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-08-01 DOI: 10.1016/j.algal.2024.103627

The polysaccharides from green algal Caulerpa lentillifera (CLP) have shown strong positive effects on terrestrial animal immunity. However, little is known about their function in aquatic animals. Here, we fed shrimp with diets containing different CLP contents (0, 0.1 %, 0.2 %, and 0.4 %). Our results indicated that the increase of 0.1 % CLP could significantly enhance shrimp growth rate, weight gain, and hepatopancreas index, and all doses of CLP could greatly increase the shrimp crude protein content compared to the control. In addition, 0.1 % CLP significantly enhanced the shrimp phagocytic activity, hepatopancreatic acid phosphatase (ACP) activity, hepatopancreatic alkaline phosphatase (AKP) activity, and plasma superoxide dismutase (SOD) activity, while reducing plasma malondialdehyde (MDA) activity compared to the controlled diet. The 16S rDNA sequence of shrimp intestine microbiota indicated that the intestinal microbiota diversity in shrimp fed with 0.2 % CLP diets was higher than that in the control, including an increase in beneficial microbial groups (Proteobacteria, Actinobacteria, Firmicutes, and TM7) and a decrease in harmful ones (Shewanella and Vibrio). Feeding with CLP could enrich carbohydrate and amino acid metabolism. Correlation analysis indicated that peroxidase (POD) had the widest correlation with communities, being inversely correlated with seven distinct microbial taxa. Moreover, four distinct microbial taxa were significantly associated with weight. These data indicate that CLP is a potential shrimp forage supplement and recommend the optimum dose of CLP inclusion to be 0.1 %–0.2 % in shrimp diets.

绿藻中的多糖对陆生动物的免疫力有很强的积极作用。然而,人们对其在水生动物中的功能知之甚少。在这里,我们用含有不同 CLP 含量(0%、0.1%、0.2% 和 0.4%)的饲料喂养对虾。结果表明,增加 0.1 % 的中和磷可显著提高对虾的生长速度、增重和肝胰腺指数,与对照组相比,所有剂量的中和磷都能大大提高对虾的粗蛋白含量。此外,与对照组相比,0.1 % CLP 能显著提高对虾的吞噬活性、肝胰腺酸性磷酸酶(ACP)活性、肝胰腺碱性磷酸酶(AKP)活性和血浆超氧化物歧化酶(SOD)活性,同时降低血浆丙二醛(MDA)活性。对虾肠道微生物群的 16S rDNA 序列表明,投喂 0.2 % CLP 日粮的对虾肠道微生物群多样性高于对照组,包括有益微生物群(变形菌、放线菌、固着菌和 TM7)的增加和有害微生物群(雪旺菌和弧菌)的减少。饲喂中氯磷(CLP)可促进碳水化合物和氨基酸的新陈代谢。相关性分析表明,过氧化物酶(POD)与群落的相关性最大,与七个不同的微生物类群成反比。此外,有 4 个不同的微生物类群与体重显著相关。这些数据表明,中磷酸钙是一种潜在的对虾饲料补充剂,并建议对虾日粮中添加中磷酸钙的最佳剂量为 0.1 %-0.2 %。
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引用次数: 0
Advanced imaging for microalgal biotechnology 用于微藻生物技术的先进成像技术
IF 4.6 2区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-08-01 DOI: 10.1016/j.algal.2024.103649

The efficient operation of large-scale microalgae cultivation facilities requires continuous awareness of the culture condition. Although many conventional methods can be implemented in the laboratory, this goal can only be accomplished with non-invasive techniques such as spectral imaging based on the measurement of light backscattering of the culture surface. Several imaging methods are available, but we argue that developments in spectral approach will be among the essential breakthroughs for future advanced industrial-scale cultivation of microalgae.

The spectral methods initially developed for long-range (satellite and airborne) remote sensing of large water bodies are now increasingly employed for close-range monitoring of phytoplankton in natural ecosystems and large-scale microalgal cultures in open ponds and in closed photobioreactors. Similarly to high-throughput phenotyping which is now central to the progress of plant sciences, accelerated breeding, and precision farming, spectral imaging is gaining attention in microalgal biotechnology. Its power stems from the automated, rapid, non-invasive collection of large datasets, and the current advances in Machine Learning (ML). Their benefits include affordability, high information payload, and simplicity.

This review briefly presents imaging methods currently used in microalgal research, then focuses on spectral imaging. The background and biophysical foundation of remote sensing of communities and artificial monocultures is presented. Then, we elaborate on the methods for extracting relevant information from spectral images for monitoring of biomass accumulation, culture health, and target metabolites. Special attention was given to novel, trendy applications of ML to processing images and spectral data for the inference of actionable insights into the culture condition.

大规模微藻培养设施的高效运行需要持续了解培养条件。虽然许多传统方法都可以在实验室中实施,但只有采用非侵入式技术才能实现这一目标,例如基于测量培养表面光反向散射的光谱成像技术。最初为大型水体的远距离(卫星和机载)遥感而开发的光谱方法,现在越来越多地被用于近距离监测自然生态系统中的浮游植物以及开放池塘和封闭光生物反应器中的大规模微藻培养。高通量表型技术目前已成为植物科学、加速育种和精准农业发展的核心,与此类似,光谱成像技术在微藻生物技术领域也日益受到关注。光谱成像技术的威力来自于自动、快速、非侵入式的大型数据集收集,以及当前机器学习(ML)技术的进步。本综述简要介绍了目前用于微藻研究的成像方法,然后重点介绍光谱成像。本文介绍了群落和人工单株藻类遥感的背景和生物物理基础。然后,我们详细介绍了从光谱图像中提取相关信息以监测生物量积累、培养健康和目标代谢物的方法。我们特别关注了在处理图像和光谱数据以推断可操作的培养条件洞察力方面对 ML 的新颖、新潮的应用。
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引用次数: 0
Removal processes and estrogenic activity of bisphenol—A and triclosan using microalgae 利用微藻去除双酚 A 和三氯生的过程和雌激素活性
IF 4.6 2区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-08-01 DOI: 10.1016/j.algal.2024.103670

This study aimed to evaluate the effect of microalgal photoautotrophic treatment on estrogenic activity (EA) and removal process of two emerging contaminants (ECs), bisphenol-A (BPA) and triclosan (TCS), in synthetic wastewater (SWW). The concentration used for BPA (17 mg/L) and TCS (325 μg/L) is the median effective concentration (EC50). Two conditions were evaluated, using a microalgae inoculum of ≈300 and ≈500 mg TSS/L (Total Suspended Solids per liter). For BPA, biodegradation was found to be the removal process contributing to the highest percentage removal, reaching >40 % for both initial microalgae inoculum (≈300 and ≈500 mg TSS/L). For TCS, the highest removal process was photodegradation, with >28 % (sum of direct and indirect removal). However, for TCS it was observed that for TSS ≈ 500 mg/L TSS, sorption (adsorption and absorption) increased by ≈17 % with respect to that determined for TSS ≈ 300 mg/L. Microalgae photoautotrophic treatment, using ≈500 mg TSS/L, resulted in a reduction of EA for TCS (by 33 %); but a 1.13-fold increase of EA for BPA. No EA effect of BPA and TCS was observed at ≈300 mg TSS/L. Both treatments resulted in a removal of >95 % of BPA and ≈86 % of TCS. For direct photodegradation, removals of both BPA and TCS were quantified as 3.8 % and 14.4 %, respectively. However, an increase in EA was observed for both ECs (1.79-fold for BPA and 1.23-fold for TCS). Indirect photodegradation resulted in removals of 26.2 % and 14.1 %, respectively. Additionally, EA showed a 2.4-fold increase for BPA, whilst a 17.99 % decrease was observed for TCS. In conclusion, no linear correlation was observed between EA and EC removals. Microalgae photoautotrophic treatment resulted in high removal efficiencies of TCS and BPA, as well as a decreased EA of TCS.

本研究旨在评估微藻光自养处理对合成废水(SWW)中双酚 A(BPA)和三氯生(TCS)这两种新兴污染物(ECs)的雌激素活性(EA)和去除过程的影响。双酚 A(17 毫克/升)和三氯生(325 微克/升)使用的浓度是中位有效浓度(EC50)。使用≈300 和 ≈500 mg TSS/L(每升总悬浮固体)的微藻接种物对两种条件进行了评估。对于双酚 A 来说,生物降解是去除率最高的过程,在两种初始微藻接种量(≈300 和≈500 毫克 TSS/L)条件下,去除率均达到 40%。对于 TCS,去除率最高的过程是光降解,为 28%(直接和间接去除率之和)。不过,对于 TCS 来说,当 TSS ≈ 500 mg/L TSS 时,吸附(吸附和吸收)比 TSS ≈ 300 mg/L 时增加了≈17%。使用≈500 毫克 TSS/L 的微藻光自养处理导致三氯氢硅的 EA 减少(33%);但双酚 A 的 EA 增加了 1.13 倍。双酚 A 和三氯杀螨醇在≈300 毫克 TSS/L 时对 EA 没有影响。两种处理方法都能去除 95% 的双酚 A 和 ≈86% 的三氯杀螨醇。在直接光降解过程中,双酚 A 和 TCS 的去除率分别为 3.8% 和 14.4%。不过,两种氨基甲酸乙酯的 EA 都有所增加(双酚 A 为 1.79 倍,三氯杀螨醇为 1.23 倍)。间接光降解的去除率分别为 26.2% 和 14.1%。此外,双酚 A 的 EA 值增加了 2.4 倍,而 TCS 的 EA 值则下降了 17.99%。总之,EA 和 EC 去除率之间没有线性关系。微藻类光自养处理可提高三氯氢硅和双酚 A 的去除率,同时降低三氯氢硅的 EA。
{"title":"Removal processes and estrogenic activity of bisphenol—A and triclosan using microalgae","authors":"","doi":"10.1016/j.algal.2024.103670","DOIUrl":"10.1016/j.algal.2024.103670","url":null,"abstract":"<div><p>This study aimed to evaluate the effect of microalgal photoautotrophic treatment on estrogenic activity (EA) and removal process of two emerging contaminants (ECs), bisphenol-A (BPA) and triclosan (TCS), in synthetic wastewater (SWW). The concentration used for BPA (17 mg/L) and TCS (325 μg/L) is the median effective concentration (EC<sub>50</sub>). Two conditions were evaluated, using a microalgae inoculum of ≈300 and ≈500 mg TSS/L (Total Suspended Solids per liter). For BPA, biodegradation was found to be the removal process contributing to the highest percentage removal, reaching &gt;40 % for both initial microalgae inoculum (≈300 and ≈500 mg TSS/L). For TCS, the highest removal process was photodegradation, with &gt;28 % (sum of direct and indirect removal). However, for TCS it was observed that for TSS ≈ 500 mg/L TSS, sorption (adsorption and absorption) increased by ≈17 % with respect to that determined for TSS ≈ 300 mg/L. Microalgae photoautotrophic treatment, using ≈500 mg TSS/L, resulted in a reduction of EA for TCS (by 33 %); but a 1.13-fold increase of EA for BPA. No EA effect of BPA and TCS was observed at ≈300 mg TSS/L. Both treatments resulted in a removal of &gt;95 % of BPA and ≈86 % of TCS. For direct photodegradation, removals of both BPA and TCS were quantified as 3.8 % and 14.4 %, respectively. However, an increase in EA was observed for both ECs (1.79-fold for BPA and 1.23-fold for TCS). Indirect photodegradation resulted in removals of 26.2 % and 14.1 %, respectively. Additionally, EA showed a 2.4-fold increase for BPA, whilst a 17.99 % decrease was observed for TCS. In conclusion, no linear correlation was observed between EA and EC removals. Microalgae photoautotrophic treatment resulted in high removal efficiencies of TCS and BPA, as well as a decreased EA of TCS.</p></div>","PeriodicalId":7855,"journal":{"name":"Algal Research-Biomass Biofuels and Bioproducts","volume":null,"pages":null},"PeriodicalIF":4.6,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2211926424002820/pdfft?md5=d82df86c09878a9b6f6788cd472d6940&pid=1-s2.0-S2211926424002820-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142151983","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Influence of hydrothermal processing conditions on the functionality of Phaeodactylum tricornutum extracts 水热加工条件对三疣藻提取物功能的影响
IF 4.6 2区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-08-01 DOI: 10.1016/j.algal.2024.103667

Microalgae are an underutilized biomass source of nutritionally valuable extracts with promising texturizing capacities that can be used for food applications. This also requires the development of environmentally friendly extraction technologies. Hydrothermal processing was used in this study to investigate the effects of temperature (up to 225 °C) on the extracts from the diatom Phaeodactylum tricornutum. The relationship between protein and polysaccharides' presence and functionality was assessed, based on structure, composition, bioactivity, and rheological behavior. An optimal condition of non-isothermal processing at 120 °C resulted in the extract with gelling capacity (at 20 % w/w extract concentration). This extract is rich in carbohydrates in oligosaccharide form (9 g per 100 g extract) and protein (16 g per 100 g extract), which indicates nutritional relevance and possible prebiotic effects. Moreover, after an additional purification step with food-grade solvents, this extract was able to gel at 5 % w/w concentration. These combined with its significant antioxidant activity (over 100 μmol Trolox equivalents per gram of extract in all studied conditions, using the ABTS method) point towards new possibilities for the application of Phaeodactylum tricornutum extracts in novel clean-label vegan foods. Overall, these findings suggest that the novel approach proposed in this work, based on hydrothermal processing, is feasible and compatible with the need for the application of simple purification steps with food-grade solvents. Furthermore, it reinforced the relevance of the carbohydrate fractions and carbohydrate-protein interactions from microalgae.

微藻是一种未得到充分利用的生物质来源,其营养价值极高的提取物具有良好的质构化能力,可用于食品应用。这也需要开发环境友好型提取技术。本研究采用水热法研究了温度(最高 225 °C)对硅藻 Phaeodactylum tricornutum 提取物的影响。根据结构、组成、生物活性和流变行为,评估了蛋白质和多糖的存在与功能之间的关系。在 120 °C 的最佳非等温处理条件下,提取物具有胶凝能力(提取物浓度为 20 % w/w)。这种提取物富含低聚糖形式的碳水化合物(每 100 克提取物含 9 克)和蛋白质(每 100 克提取物含 16 克),这表明它具有营养价值和可能的益生作用。此外,在使用食品级溶剂进行额外的纯化步骤后,这种提取物能够以 5 % w/w 的浓度凝胶化。再加上其显著的抗氧化活性(采用 ABTS 法,在所有研究条件下,每克提取物的抗氧化活性超过 100 μmol Trolox 当量),这些都为在新型清洁标签素食食品中应用三棘藻提取物提供了新的可能性。总之,这些研究结果表明,这项工作中提出的基于水热处理的新方法是可行的,并且符合使用食品级溶剂进行简单纯化步骤的需要。此外,它还加强了微藻中碳水化合物组分和碳水化合物-蛋白质相互作用的相关性。
{"title":"Influence of hydrothermal processing conditions on the functionality of Phaeodactylum tricornutum extracts","authors":"","doi":"10.1016/j.algal.2024.103667","DOIUrl":"10.1016/j.algal.2024.103667","url":null,"abstract":"<div><p>Microalgae are an underutilized biomass source of nutritionally valuable extracts with promising texturizing capacities that can be used for food applications. This also requires the development of environmentally friendly extraction technologies. Hydrothermal processing was used in this study to investigate the effects of temperature (up to 225 °C) on the extracts from the diatom <em>Phaeodactylum tricornutum</em>. The relationship between protein and polysaccharides' presence and functionality was assessed, based on structure, composition, bioactivity, and rheological behavior. An optimal condition of non-isothermal processing at 120 °C resulted in the extract with gelling capacity (at 20 % <em>w</em>/w extract concentration). This extract is rich in carbohydrates in oligosaccharide form (9 g per 100 g extract) and protein (16 g per 100 g extract), which indicates nutritional relevance and possible prebiotic effects. Moreover, after an additional purification step with food-grade solvents, this extract was able to gel at 5 % <em>w</em>/w concentration. These combined with its significant antioxidant activity (over 100 μmol Trolox equivalents per gram of extract in all studied conditions, using the ABTS method) point towards new possibilities for the application of <em>Phaeodactylum tricornutum</em> extracts in novel clean-label vegan foods. Overall, these findings suggest that the novel approach proposed in this work, based on hydrothermal processing, is feasible and compatible with the need for the application of simple purification steps with food-grade solvents. Furthermore, it reinforced the relevance of the carbohydrate fractions and carbohydrate-protein interactions from microalgae.</p></div>","PeriodicalId":7855,"journal":{"name":"Algal Research-Biomass Biofuels and Bioproducts","volume":null,"pages":null},"PeriodicalIF":4.6,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2211926424002790/pdfft?md5=bb718f61e887e11e0c49769bd80d32a5&pid=1-s2.0-S2211926424002790-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142137228","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Algal Research-Biomass Biofuels and Bioproducts
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