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A methylene blue assay for the quantification of fucoidan – A specific application for seaweed extracts 亚甲基蓝检测法定量检测褐藻糖胶--海藻提取物的具体应用
IF 3.3 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-05-18 DOI: 10.1007/s10811-024-03257-3
Gina Lauren Wilkinson, Zwonaka Mapholi, Neill Jurgens Goosen

Fucoidan is a fucose-rich sulfated polysaccharide found mainly in brown seaweeds. Fucoidan has recently gained much attention due to its bioactive and medicinal properties, hence its high potential to be utilized in the pharmaceutical industry. Therefore, an accurate, reliable, and simple method for the specific determination of fucoidan would be a useful tool when looking to recover this valuable polysaccharide. This research focused on developing an assay utilizing the thiazine dye, methylene blue, for the quantification of fucoidan, with a specific application for fucoidan found in algal extracts. Fucoidan could be specifically determined at pH 1, to maximum concentrations of 4 g L-1 in solution without the interference of alginate and other seaweed extract contaminants. At pH 7 and 11, quantification of fucoidan led to interference from alginate and gallic acid. A conversion factor of 1.8 allowed the quantification of fucoidan from Ecklonia maxima extracts using a commercial standard from Fucus vesiculosis. An Ecklonia maxima extract was found to contain 5.47 ± 0.061 g L-1 of fucoidan. Measuring the fucoidan and L-fucose concentration in crude seaweed extract through the methylene blue assay and modified Dische and Shettles J Biol Chem 175:595–603, (1948) method, respectively, confirmed the accuracy and specificity of the method. The limit of quantification of the methylene blue assay at pH 1 was 0.62 g L-1 of fucoidan.

褐藻糖胶是一种富含褐藻糖的硫酸化多糖,主要存在于褐色海藻中。褐藻糖胶因其生物活性和药用特性而备受关注,因此极有可能被用于制药业。因此,一种准确、可靠、简单的褐藻糖胶特异性测定方法将成为回收这种珍贵多糖的有用工具。这项研究的重点是开发一种利用噻嗪染料亚甲基蓝对褐藻糖胶进行定量的检测方法,特别适用于藻类提取物中的褐藻糖胶。在不受海藻酸盐和其他海藻提取物污染物干扰的情况下,褐藻糖胶在 pH 值为 1 的溶液中的最高浓度可达 4 g L-1 。在 pH 值为 7 和 11 时,褐藻糖胶的定量会受到海藻酸和没食子酸的干扰。使用 Fucus vesiculosis 的商业标准,通过 1.8 的转换系数可以对 Ecklonia maxima 提取物中的褐藻糖胶进行定量。结果发现,Ecklonia maxima提取物中含有5.47 ± 0.061 g L-1的褐藻糖胶。通过亚甲基蓝测定法和改进的 Dische and Shettles J Biol Chem 175:595-603, (1948) 法分别测定了海藻粗提物中褐藻糖胶和 L-岩藻糖的浓度,证实了该方法的准确性和特异性。在 pH 值为 1 时,亚甲基蓝法的定量限为 0.62 g L-1 褐藻糖胶。
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引用次数: 0
Advances of high-throughput sequencing for unraveling biotechnological potential of microalgal-bacterial communities 高通量测序在揭示微藻-细菌群落生物技术潜力方面的进展
IF 3.3 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-05-18 DOI: 10.1007/s10811-024-03267-1
Petr A. Zaytsev, Vladimir A. Rodin, Anna A. Zaytseva, Maria I. Zvereva, Alexei E. Solovchenko

Although established biotechnological applications of microalgae e.g., the production of high-value metabolites is based on axenic cultures, exploitation of the mutualistic consortia of microalgae and bacteria quickly comes to foreground, especially in bioremediation and wastewater treatment. This trend shifts the focus from genomic research of certain microalgal species to metagenomic studies of interactions between microalgae and bacteria in natural communities and in artificial consortia. Dissection of the genetic determinants of the robustness and productivity of the consortia become a hot research direction, too. Admirable contribution to this topic had been made by high-throughput sequencing (HTS), while recent breakthrough in this field was entailed by the advent and rapid development of the 3rd generation nanopore sequencing which becomes increasingly accurate while providing unprecedented sequencing performance. Recent progress of the Oxford Nanopore Technologies (ONT) enabled both classical metagenomic analysis of microalgal-bacterial communities based on whole metagenome sequencing as well as taxonomic and genetic profiling based on the amplicon sequencing. The parallel emergence of novel bioinformatic algorithms for processing the metagenomic datasets opened new opportunities for the analysis of structure and physiology of microalgal-bacterial communities. From the practical perspective, the new HTS techniques became a time- and labor-savers in discovery of new microalgae with a high potential for the accumulation of valuable metabolites, biodegradation of hazardous micropollutants, and biosequestration of nutrients from waste streams. Search for prokaryotic species boosting the biotechnological potential of eukaryotic microalgae via mutualistic interactions with them is another important goal. The insights from the both short-read and long-read metagenomics will form a solid foundation for the rational design of microalgal-bacterial consortia for biotechnology. In this review, we briefly outline the benefits of the long-read sequencing for structural and functional investigation of algal-bacterial consortia and summarize recent reports on using this approach for achieving the biotechnology-related goals.

尽管微藻的生物技术应用(如高价值代谢物的生产)已经建立在轴向培养的基础上,但对微藻和细菌的互生联合体的开发利用很快就成为人们关注的焦点,尤其是在生物修复和废水处理方面。这一趋势将重点从某些微藻物种的基因组研究转移到自然群落和人工联合体中微藻与细菌之间相互作用的元基因组研究。剖析决定联合体稳健性和生产力的遗传因素也成为一个热门研究方向。高通量测序技术(HTS)为这一课题做出了令人钦佩的贡献,而第三代纳米孔测序技术的出现和快速发展则为这一领域带来了最新突破。牛津纳米孔技术(ONT)的最新进展使基于整个元基因组测序的微藻-细菌群落经典元基因组分析以及基于扩增子测序的分类和遗传分析成为可能。与此同时,用于处理元基因组数据集的新型生物信息学算法的出现,为分析微藻-细菌群落的结构和生理学提供了新的机会。从实用角度看,新的 HTS 技术节省了时间和人力,有助于发现在积累有价值的代谢物、生物降解有害微污染物和生物吸收废物流中的营养物质方面潜力巨大的新微藻类。另一个重要目标是寻找原核生物物种,通过与真核微藻的互惠互利作用,提升真核微藻的生物技术潜力。短读元基因组学和长读元基因组学的研究成果将为合理设计用于生物技术的微藻-细菌联合体奠定坚实的基础。在这篇综述中,我们简要概述了长读数测序在藻类-细菌联合体的结构和功能研究中的优势,并总结了最近关于使用这种方法实现生物技术相关目标的报道。
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引用次数: 0
Concise review of the kelp genus Eisenia Areschoug 海带属 Eisenia Areschoug 简明综述
IF 3.3 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-05-15 DOI: 10.1007/s10811-024-03264-4
Jose Avila-Peltroche, Maria-Lourdes Avalos, Jasmin Scholl Chirinos

Eisenia (order Laminariales) is a genus of warm-tolerant kelps found in the Northern and Southern Hemispheres of the East Pacific, as well as in the North West Pacific, where species form beds in rocky bottoms along the sea coast from the intertidal and subtidal zones. There are seven recognized species in the genus, including the endemic and vulnerable E. galapagensis. Despite some remarkable morphological variations, Eisenia species are characterized by two twisted stipe-like parts arising from the main stipe. Genetic data have recently contributed to the understanding of Eisenia systematics; however, additional studies on E. desmarestioides, E. cokeri, and E. gracilis are needed. Aside from economic benefits, Eisenia farming has various other essential benefits, such as resource sustainability and ecosystem benefits, which are especially important in climate change scenarios. Spore-based cultivation has been reported only for E. arborea, E. bicyclis, and E. nipponica (formerly known as E. arborea sensu Arasaki). This kelp is widely consumed in Korea and Japan and utilized as a raw material for alginate production and feed for abalone cultures. Because of its nutritional composition and mineral concentration, Eisenia is also a potential food source outside Asia. Moreover, various pharmacological applications of Eisenia have been reported, particularly those related to antioxidant, antidiabetic, and anti-inflammatory properties. Phlorotannins (brown algal polyphenols) derived from E. bicyclis are linked to these bioactivities. In this work, we present a comprehensive synthesis of the current state of knowledge on Eisenia, offering insights into its taxonomy, distribution, ecology, cultivation, and various applications.

海带藻(Eisenia)(层孔藻纲)是一种耐暖海带藻属,分布于东太平洋的南北半球以及西北太平洋,其物种在潮间带和潮下带的海岸岩石底部形成床层。该属有 7 个公认的物种,包括特有和易危的 E. galapagensis。尽管存在一些显著的形态差异,但 Eisenia 物种的特征是主茎上有两个扭曲的柄状部分。最近的遗传数据有助于人们了解 Eisenia 的系统学;不过,还需要对 E. desmarestioides、E. cokeri 和 E. gracilis 进行更多研究。除经济效益外,姬松茸养殖还有其他各种基本效益,如资源可持续性和生态系统效益,这在气候变化情况下尤为重要。据报道,孢子养殖仅适用于 E.arborea、E.bicyclis 和 E.nipponica(原名 E. arborea sensu Arasaki)。这种海带在韩国和日本被广泛食用,并被用作生产海藻酸盐的原料和鲍鱼养殖的饲料。由于其营养成分和矿物质浓度,海带也是亚洲以外的潜在食物来源。此外,有报道称蚕沙具有多种药理作用,特别是抗氧化、抗糖尿病和抗炎特性。从双环藻中提取的绿单宁(褐色藻类多酚)与这些生物活性有关。在这项工作中,我们全面综述了有关双环藻的知识现状,深入探讨了其分类、分布、生态学、栽培和各种应用。
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引用次数: 0
Optimization and characterization of Nori-like product made from Ulva lactuca and Gracilaria changii using mixture design 利用混合物设计优化和表征用莼菜和长春花制成的类似紫菜的产品
IF 3.3 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-05-14 DOI: 10.1007/s10811-024-03243-9
Ellya Sinurat, Sihono Sihono, Fateha Fateha, Agus Supriyanto, Th Dwi Suryaningrum, Nurhayati Nurhayati , Dina Fransiska, Bagus S. B. Utomo, Bakti Berlyanto Sedayu, Subaryono Subaryono, Waryanto Waryanto

Nori is a dried edible seaweed sheet made from Porphyra, a genus of red algae that thrivesprimarily in subtropical waters. Nori-like products have been developed from tropical seaweed species but they are still considered undesirable due to their astringent taste and lower protein content compared to the original nori. This investigation aimed to produce a nori-like product by utilizing a combination of locally sourced seaweeds, Ulva lactuca and Gracilaria changii, with the addition of anchovy flour to enhance its protein content. To obtain the optimal formulation of the product, we employed a design expert software application to analyze sensory data collected from a hedonic scale assessment involving 25 trained panelists. We evaluated sensory characteristics, including appearance, aroma, texture, taste, and overall satisfaction. Additionally, we considered parameters such as crispness and colour to determine the nori-like product quality. The best-selected product, determined through sensory evaluation, underwent further analysis of its proximate and amino acids profile, as well as mineral content. The results were compared to those of commercial nori from Porphyra. The highest-quality product was found to be the nori-like product with a formula consisting of 25.40% Ulva lactuca, 7.98% Gracilaria changii, 1.50% glycerin, 4.12% anchovy powder and the remainder water.

紫菜是一种干的可食用海藻片,由主要生长在亚热带水域的红藻属紫菜(Porphyra)制成。人们已经从热带海藻品种中开发出了类似紫菜的产品,但与原始紫菜相比,这些产品的涩味和较低的蛋白质含量仍被认为是不可取的。这项研究旨在利用当地海藻(乳莼和长蓠)的组合,并添加凤尾鱼粉以提高蛋白质含量,从而生产出一种类似紫菜的产品。为了获得产品的最佳配方,我们采用了一种设计专家软件应用程序来分析从享乐量表评估中收集到的感官数据,该评估有 25 名经过培训的小组成员参与。我们评估了感官特征,包括外观、香气、质地、口感和总体满意度。此外,我们还考虑了脆度和颜色等参数,以确定紫菜类产品质量。通过感官评估确定的最佳产品还需进一步分析其近似物、氨基酸和矿物质含量。分析结果与波菲拉的商用紫菜进行了比较。结果发现,质量最高的产品是类似紫菜的产品,其配方包括 25.40% 的乳莼菜、7.98% 的海蓠、1.50% 的甘油、4.12% 的凤尾鱼粉和其余的水。
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引用次数: 0
Unravelling the secrets of a landfill for municipal solid waste (MSW): Lipid-to-biodiesel production by the new strain Chlorella vulgaris DSAF isolated from leachates 揭开城市固体废物(MSW)填埋场的秘密:从垃圾渗滤液中分离出的新菌株 Chlorella vulgaris DSAF 的脂质生物柴油生产过程
IF 3.3 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-05-10 DOI: 10.1007/s10811-024-03234-w
David Suárez-Montes, Alicia Fernández, Jorge Tenías, Víctor Casado, José Manuel González-La Fuente, José Manuel Rico

The unceasing rise in human population has provoked large environmental damage, essentially in air and water habitats. Microalgae have been deeply investigated regarding wastewater treatment as well as a suitable biofuel feedstock. Nevertheless, process optimization and the search for new local strains are imperative to overcome the cost-effectiveness bottleneck that persist in large-scale technology. Linked to this, micro-diversity studies in landfill leachates have been done. However, there has been no study which analysed specifically the microalgal diversity outside of this less-explored environment to see their biotechnological potential. Hence, a specific study of microalgal diversity present in leachates produced by a non-hazardous waste landfill (mainly for municipal solid waste MSW) located in Asturias (Spain) was done. The new strain Chlorella vulgaris DSAF was isolated and identified based on both morphological and molecular methods. Some parameters based on site-climate conditions were studied to understand C. vulgaris DSAF behaviour. The modification in the lipid content and FAMEs profile in response to the stress caused by the addition of NaCl and nutrient deprivation were also studied. The stress induction produced significant morphological changes when compared to control group (e.g., bigger cell sizes). Specifically, the addition of 25 g L-1 of NaCl achieved an increase of 25% of biomass. Total lipids increased under nutrient deprivation (N, P and NP) from 13 to 34% (w/w). Oleic acid was the most abundant fatty acid, reaching 50% of total FAMEs under NP deprivation conditions. Linoleic acid and α-linolenic acid also showed a moderate increase during NaCl stress. The positive results during calculation of the main biodiesel properties determined that C. vulgaris DSAF would be a potential biodiesel feedstock under different cultivation conditions.

人类人口的不断增长对环境造成了巨大的破坏,主要是在空气和水环境方面。微藻作为一种合适的生物燃料原料,在废水处理方面已得到深入研究。然而,为了克服大规模技术中持续存在的成本效益瓶颈,优化工艺和寻找新的本地菌株势在必行。与此相关,对垃圾填埋场沥滤液的微观多样性也进行了研究。但是,还没有研究专门分析这种较少开发的环境之外的微藻多样性,以了解其生物技术潜力。因此,我们对位于阿斯图里亚斯(西班牙)的一个非危险废物填埋场(主要是城市固体废物填埋场)产生的渗滤液中的微藻多样性进行了专门研究。根据形态学和分子学方法,对新菌株 Chlorella vulgaris DSAF 进行了分离和鉴定。为了解 C. vulgaris DSAF 的行为,研究了基于场地-气候条件的一些参数。此外,还研究了添加 NaCl 和营养剥夺导致的胁迫对脂质含量和 FAMEs 特征的影响。与对照组相比,胁迫诱导产生了明显的形态变化(如细胞体积变大)。具体来说,添加 25 g L-1 的 NaCl 使生物量增加了 25%。在营养(氮、磷和氮磷)匮乏条件下,总脂类从 13% 增加到 34%(重量比)。油酸是最丰富的脂肪酸,在 NP 贫乏条件下占 FAMEs 总量的 50%。亚油酸和α-亚麻酸在氯化钠胁迫条件下也有适度增加。在计算生物柴油主要特性时得出的积极结果表明,在不同的栽培条件下,C. vulgaris DSAF 将是一种潜在的生物柴油原料。
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引用次数: 0
Fucoidans from Laminaria hyperborea demonstrate bactericidal activity against diverse bacteria 层藻中的褐藻胶对多种细菌具有杀菌活性
IF 3.3 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-05-09 DOI: 10.1007/s10811-024-03258-2
Michael L. C. Beagan, Line L Bang, Jens S. Pettersen, Rasmus B. Grønnemose, Sebastian Foertsch, Thomas E. Andersen, Ming Ding

Fucoidans are a heterogenous class of fucose-rich sulfated carbohydrates which have attracted increasing attention in cancer and inflammation research due to their bioactive properties. There are reports that fucoidans may have direct antibacterial effects and synergy with antibiotics. However, the literature is conflicting, potentially due to the limited reporting of origin, characteristics, and extraction methods of the fucoidans tested. Here we report the results of 18 defined fucoidans screened for direct, indirect, and synergistic antibacterial effects. 15 distinct fucoidan fractions, isolated from Laminaria hyperborea using a solvent-free extraction process, were characterised for molecular weight, pH, viscosity, and sulfur content. These, together with three commercially available crude fractions, were assessed at concentrations from 0.03125-24 mg mL-1 for minimum inhibitory concentration against Staphylococcus aureusStreptococcus mutans and Streptococcus sanguinis. Furthermore, we tested a selection of fucoidans for antibacterial synergy with vancomycin and indirect antibacterial effects in whole blood survival assays. Reverse-transcription quantitative polymerase chain reaction (RT-qPCR) was performed to assess the stress response in fucoidan-treated S. aureus cultures. We have identified one fucoidan fraction with bactericidal activity against diverse bacteria. This effect is dose-, fucoidan fraction- and bacteria-specific, and furthermore, not related to osmotic stress. No synergistic effects were observed with fucoidan in combination vancomycin. Fucoidans have exciting potential as antimicrobial agents. Further analysis is required to establish the precise molecular characteristics responsible for their potent bactericidal activity.

褐藻糖类是一类富含褐藻糖的硫酸化碳水化合物,由于其生物活性特性,在癌症和炎症研究中日益受到关注。有报道称,褐藻糖类可能具有直接的抗菌作用,并能与抗生素协同作用。然而,由于对褐藻糖胶的来源、特性和提取方法的报道有限,文献中的观点相互矛盾。在此,我们报告了对 18 种定义明确的褐藻糖类进行直接、间接和协同抗菌作用筛选的结果。我们采用无溶剂萃取工艺从海藻中分离出了 15 种不同的褐藻糖胶馏分,并对其分子量、pH 值、粘度和硫含量进行了鉴定。我们对这些褐藻糖胶馏分以及三种市售粗馏分进行了评估,其对金黄色葡萄球菌、变异链球菌和血清链球菌的最小抑制浓度为 0.03125-24 mg mL-1。此外,我们还测试了部分褐藻糖胶与万古霉素的抗菌协同作用,以及在全血存活试验中的间接抗菌效果。我们还进行了反转录定量聚合酶链反应(RT-qPCR),以评估褐藻糖胶处理的金黄色葡萄球菌培养物的应激反应。我们发现一种褐藻糖胶成分对多种细菌具有杀菌活性。这种作用具有剂量、褐藻糖胶成分和细菌特异性,而且与渗透压无关。褐藻糖胶与万古霉素联用没有协同作用。褐藻糖胶作为抗菌剂具有令人振奋的潜力。要确定褐藻糖胶具有强大杀菌活性的确切分子特征,还需要进一步的分析。
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引用次数: 0
Phenology and the response of photosynthesis to irradiance and temperature gradient in the herbal drug red alga, Chondria armata (Rhodomelaceae, Ceramiales) from Kagoshima, Japan 日本鹿儿岛中药红藻 Chondria armata(Rhodomelaceae,Ceramiales)的物候学及其光合作用对辐照度和温度梯度的反应
IF 3.3 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-05-09 DOI: 10.1007/s10811-024-03250-w
Ryuta Terada, Kyosuke Yoshizato, Kazuma Murakami, Gregory N. Nishihara

Seasonal changes in the size of the herbal drug red alga Chondria armata (Rhodomelaceae, Ceramiales) were investigated in Kagoshima, Japan, which is near the northern distributional limit in the western Pacific. Additionally, its photosynthetic response to irradiance and temperature was examined using dissolved oxygen sensors and a pulse amplitude modulation (PAM)-chlorophyll fluorometer. This alga was observed in tidepools throughout the year; its height and weight were greatest in December and the lowest in April and May. The net photosynthesis of the photosynthesis–irradiance (P–E) curve determined at 28°C quickly saturated at 113 µmol photons m-2 s-1, with minimal inhibition even at 1000 µmol photons m-2 s-1. The gross photosynthesis of the photosynthesis–temperature (P–T) curved over 8 to 40°C, measured at 500 µmol photons m-2 s-1, peaked at 30.1°C and decreased rapidly below 20°C and above 36°C, respectively. Similarly, the effective quantum yield (ΔF/Fm') after a 3-day culture during 4–40°C at 50 µmol photons m-2 s-1 remained stable between 16°C and 32°C but decreased outside of this range. The combined effect of irradiance (200 [low] and 1000 [high] µmol photons m-2 s-1) and temperature (28, 22, and 16°C) revealed that ΔF/Fm' declined during exposure to high irradiance at all temperature treatments. However, it mostly recovered after a subsequent 12-hour period of dim-light acclimation at 28°C and 22°C. In contrast, those at 16°C could not recover, indicating the occurrence of low-temperature light stress. This alga appears to be well-adapted to the irradiance and temperature environment at the study site. However, the winter temperature appears to approach its threshold level, and the occurrence of strong light during the winter might adversely affect the abundance of this alga near its northern distributional limit.

研究人员在西太平洋北部分布极限附近的日本鹿儿岛调查了中药红藻 Chondria armata(红藻科,Ceramiales)的大小季节性变化。此外,还使用溶解氧传感器和脉冲幅度调制(PAM)-叶绿素荧光计研究了其光合作用对辐照度和温度的响应。在潮汐池中全年都能观察到这种藻类;其高度和重量在 12 月最大,在 4 月和 5 月最小。在 28°C 下测定的光合作用-辐照度(P-E)曲线显示,在 113 µmol 光子 m-2 s-1 时,净光合作用很快达到饱和,即使在 1000 µmol 光子 m-2 s-1 时,抑制作用也很小。以 500 微摩尔光子 m-2 s-1 测得的 8 至 40°C 的光合作用-温度(P-T)曲线的总光合作用在 30.1°C 达到峰值,并分别在低于 20°C 和高于 36°C 时迅速下降。同样,在 50 µmol photons m-2 s-1 条件下,4-40°C 培养 3 天后的有效量子产率(ΔF/Fm')在 16°C 至 32°C 之间保持稳定,但在此范围之外则有所下降。辐照度(200 [低] 和 1000 [高] 微摩尔光子 m-2 s-1)和温度(28、22 和 16°C)的综合效应表明,在所有温度处理下,ΔF/Fm'在暴露于高辐照度时都会下降。然而,在28°C和22°C条件下,经过12小时的暗光适应后,ΔF/Fm'基本恢复。相比之下,16°C条件下的藻类则无法恢复,这表明出现了低温光胁迫。这种藻类似乎很适应研究地点的辐照度和温度环境。然而,冬季温度似乎接近其阈值水平,冬季出现的强光可能会对这种藻类在其北部分布极限附近的丰度产生不利影响。
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引用次数: 0
Non-invasive monitoring of microalgae cultivations using hyperspectral imager 利用高光谱成像仪对微藻类种植进行非侵入式监测
IF 3.3 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-05-09 DOI: 10.1007/s10811-024-03256-4
Salli Pääkkönen, Ilkka Pölönen, Anna-Maria Raita-Hakola, Mariana Carneiro, Helena Cardoso, Dinis Mauricio, Alexandre Miguel Cavaco Rodrigues, Pauliina Salmi

High expectations are placed on microalgae as a sustainable source of valuable biomolecules. Robust methods to control microalgae cultivation processes are needed to enhance their efficiency and, thereafter, increase the profitability of microalgae-based products. To meet this need, a non-invasive monitoring method based on a hyperspectral imager was developed for laboratory scale and afterwards tested on industrial scale cultivations. In the laboratory experiments, reference data for microalgal biomass concentration was gathered to construct 1) a vegetation index-based linear regression model and 2) a one-dimensional convolutional neural network model to resolve microalgae biomass concentration from the spectral images. The two modelling approaches were compared. The mean absolute percentage error (MAPE) for the index-based model was 15–24%, with the standard deviation (SD) of 13-18 for the different species. MAPE for the convolutional neural network was 11–26% (SD = 10–22). Both models predicted the biomass well. The convolutional neural network could also classify the monocultures of green algae by species (accuracy of 97–99%). The index-based model was fast to construct and easy to interpret. The index-based monitoring was also tested in an industrial setup demonstrating a promising ability to retrieve microalgae-biomass-based signals in different cultivation systems.

人们对微藻类作为宝贵生物分子的可持续来源寄予厚望。为了提高微藻培养过程的效率,进而提高微藻产品的盈利能力,需要有可靠的方法来控制微藻培养过程。为了满足这一需求,我们开发了一种基于高光谱成像仪的非侵入式监测方法,用于实验室规模的实验,随后在工业规模的培养过程中进行了测试。在实验室实验中,收集了微藻生物量浓度的参考数据,以构建 1) 基于植被指数的线性回归模型和 2) 一维卷积神经网络模型,从而从光谱图像中解析微藻生物量浓度。对这两种建模方法进行了比较。基于指数的模型的平均绝对百分比误差(MAPE)为 15-24%,不同物种的标准偏差(SD)为 13-18%。卷积神经网络的平均绝对误差为 11-26%(标准差 = 10-22)。两个模型都能很好地预测生物量。卷积神经网络还能按物种对单株绿藻进行分类(准确率为 97-99%)。基于指数的模型构建快速,易于解释。基于指数的监测方法还在工业装置中进行了测试,结果表明它有能力在不同的培养系统中检索基于微藻生物量的信号。
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引用次数: 0
Seasonal variation in biochemical and metal content of the invasive seaweed Sargassum muticum along Moroccan Atlantic Coast 摩洛哥大西洋沿岸入侵海藻马尾藻生化和金属含量的季节性变化
IF 3.3 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-05-09 DOI: 10.1007/s10811-024-03240-y
Abderrahmane Aamiri, Nor-Eddine Rezzoum, Yasmine Touhamia, Hakima Zidane, Lhoucine Benhassan, Pierre-Yves Pascal, Touria Ould Bel lahcen

Since 2012 the Moroccan Atlantic coast has witnessed the introduction of the brown alien seaweed Sargassum muticum with a high invasive potential presenting environmental and economic risks. This study evaluates the effect of seasons and location on the biochemical composition of S. muticum. Proteins, carbohydrates, lipids, pigments, minerals, and heavy metals were studied during four seasons from spring 2019 to autumn 2020 at four sites along the Moroccan Atlantic coast: El Jadida, Saada (SA), Sidi Bouzid (SB), Moulay Abdallah (MA) and Jorf Lasfar (JL). MA presents the highest protein content (12.5% dw) during spring and the highest level of lipid and carbohydrate content during summer (1.8% dw and 41.5% dw respectively). The highest chlorophyll a content was found in JL and MA sites with (21.6 and 21.45 mg mL-1, respectively) during winter. Maximum chlorophyll c and carotenoids were found at SA with (2.27 and 9.71 mg mL-1, respectively) during winter. In all locations and during all seasons, the mineral profile was rich in essential minerals such as magnesium, manganese, zinc, iron, selenium, and lithium. Levels of toxic metals Al and Pb were lower than in previous studies whereas Cd and As were slightly higher than the legislation limits for dry seaweeds. Therefore, in this context, some strategies of S. muticum valorisation should be favoured such as bioenergy, bioplastic or biostimulant over others such as human food and animal feed.

自 2012 年以来,摩洛哥大西洋沿岸出现了外来棕色海藻马尾藻(Sargassum muticum),这种海藻具有很高的入侵潜力,会带来环境和经济风险。本研究评估了季节和地点对马尾藻生化成分的影响。从 2019 年春季到 2020 年秋季,在摩洛哥大西洋沿岸的四个地点对蛋白质、碳水化合物、脂类、色素、矿物质和重金属进行了研究:这四个地点分别是:El Jadida、Saada(SA)、Sidi Bouzid(SB)、Moulay Abdallah(MA)和 Jorf Lasfar(JL)。春季,MA 的蛋白质含量最高(12.5%(干重)),夏季,脂质和碳水化合物含量最高(分别为 1.8%(干重)和 41.5%(干重))。叶绿素 a 含量最高的地点是 JL 和 MA,分别为 21.6 和 21.45 mg mL-1。叶绿素 c 和类胡萝卜素含量最高的是南澳,冬季分别为 2.27 和 9.71 毫克毫升/升。在所有地点和所有季节,矿物质概况中都含有丰富的必需矿物质,如镁、锰、锌、铁、硒和锂。有毒金属铝和铅的含量低于以往的研究,而镉和砷的含量略高于干海藻的立法限值。因此,在这种情况下,应优先考虑 S. muticum 的某些增值策略,如生物能源、生物塑料或生物刺激剂,而不是人类食品和动物饲料等其他策略。
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引用次数: 0
SfuPKS2, a novel type III polyketide synthase from Sargassum fusiforme, shows high substrate specificity SfuPKS2 是马尾藻中一种新型 III 型多酮合成酶,具有高度底物特异性
IF 3.3 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Pub Date : 2024-05-08 DOI: 10.1007/s10811-024-03262-6
Jia-Min Xu, Yi-Cheng Xu, Chen-Xi Cheng, Dong-Sheng Zhao, Zhi-Wei Hu, Shu-Ming Li, Salah Fatouh Abou-Elwafa, Xiufeng Yan, Hui-Xi Zou, Nan Li

A type III polyketide synthase (SfuPKS2) from the edible seaweed Sargassum fusiforme was cloned and biochemically characterized. SfuPKS2 can only accept octanoyl-CoA (C8) and neither other long-chain fatty acyl-CoAs, nor non-fatty acyl-CoAs synthesized in this study as the substrate. In addition, in incubation with octanoyl-CoA, only a single product peak was observed, giving rise to the triketide α-pyrone derivative. To understand the substrate specificity of SfuPKS2, we constructed a structural model and performed docking analysis to reveal amino acid residues critical for enzyme-substrate binding. Putative key residues were then mutated experimentally and the impact on protein function was assessed by incubating the mutant with octanoyl-CoA. We found that key amino acids governing enzyme activity and specificity included Ser171, His236, Phe254, and Ile377. Mutations on these amino acids generally resulted in altered interactions with the substrate and thus the enzyme activity. In summary, our work provided mechanistic insight on how the selectivity toward the substrate is achieved in SfuPKS2.

克隆了一种来自食用海藻马尾藻的 III 型多酮合成酶(SfuPKS2),并对其进行了生物化学鉴定。SfuPKS2 只能以辛酰-CoA(C8)为底物,而不能以本研究中合成的其他长链脂肪酰-CoA 或非脂肪酰-CoA 为底物。此外,在与辛酰基-CoA 一起孵育时,只能观察到单一的产物峰,即三酮α-吡喃酮衍生物。为了了解 SfuPKS2 的底物特异性,我们构建了一个结构模型并进行了对接分析,以揭示酶与底物结合的关键氨基酸残基。然后对推定的关键残基进行实验突变,并通过将突变体与辛酰-CoA 培养来评估其对蛋白质功能的影响。我们发现,影响酶活性和特异性的关键氨基酸包括 Ser171、His236、Phe254 和 Ile377。这些氨基酸的突变通常会导致与底物的相互作用发生改变,从而影响酶的活性。总之,我们的工作从机理上揭示了 SfuPKS2 如何实现对底物的选择性。
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引用次数: 0
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Journal of Applied Phycology
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