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Compared salt tolerance of five local wheat (Triticum aestivum L.) cultivars of Albania based on morphology, pigment synthesis and glutathione content 基于形态、色素合成和谷胱甘肽含量对阿尔巴尼亚5个地方小麦品种的耐盐性进行比较
IF 1.7 Q2 Agricultural and Biological Sciences Pub Date : 2020-01-01 DOI: 10.2478/ebtj-2020-0006
A. Bacu, V. Ibro, Magdalena Nushi
Abstract Stressful saline concentrations in soils affect photosynthesis by damaging pigments, photosystems, components of electron transport system, and enzymes involved in the process. Plants respond through very complex stress adaptation mechanisms including proteome modulation, alterations in pigment content, cell osmotic adjustment and control of ion and water homeostasis mechanisms, which stabilize cytosolic glutathione redox potential, etc. The level of plant sensitivity depends on salt toxicity levels, growth stage, physiological and genetic factors. With aim the investigation of the salinity tolerant cultivars, and for the elucidation of mechanisms underlying this complex biological process, here we analyze the impact of four NaCl concentrations (0-50-100-200mM) in growth parameters (root, shoot and leaves length), pigment content (chla, chlb, carotenoids), and GSH content, during seedling of five bread wheat (Triticum aestivum L.) cultivars in modified Hoagland solutions. Based on biometric parameters, pigment synthesis and GSH content cultivar Nogal is salt-sensitive (growth and pigments reduced); cultivar Viktoria is medium-tolerant (growth partially impaired, pigments constant), cultivar Toborzo and cultivar Suba are medium-tolerant (growth partially impaired, pigments increased), cultivar Dajti salt-tolerant (growth partially impaired/ leaves developed, pigments increased). Quantity of GSH in response to different levels of salinity is cultivar specific, and time of exposure to salinity is in negative correlation to GSH content for all investigated cultivars.
土壤盐胁迫通过破坏色素、光系统、电子传递系统组分和参与光合作用的酶来影响光合作用。植物对胁迫的适应机制非常复杂,包括蛋白质组调节、色素含量改变、细胞渗透调节、离子和水稳态控制等,这些机制稳定了胞质谷胱甘肽氧化还原电位等。植物对盐的敏感程度取决于盐毒性水平、生长阶段、生理和遗传因素。为了研究耐盐品种,阐明这一复杂生物过程的机制,本研究分析了4种NaCl浓度(0-50-100-200mM)对5种面包小麦(Triticum aestivum L.)苗期生长参数(根、茎、叶长度)、色素含量(chla、chlb、类胡萝卜素)和谷胱甘肽含量的影响。基于生物特征参数,品种Nogal的色素合成和GSH含量对盐敏感(生长和色素减少);品种“Viktoria”为中等耐受性(生长部分受损,色素不变),品种“Toborzo”和“Suba”为中等耐受性(生长部分受损,色素增加),品种“Dajti”为耐盐性(生长部分受损/叶片发达,色素增加)。不同盐度对谷胱甘肽含量的响应具有品种特异性,在所有研究品种中,暴露于盐度的时间与谷胱甘肽含量呈负相关。
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引用次数: 8
Evaluation of Achillea millefolium essential oil compounds and biological effects on cervix cancer HeLa cell line 千层花精油化合物对宫颈癌症HeLa细胞系生物学效应的评价
IF 1.7 Q2 Agricultural and Biological Sciences Pub Date : 2020-01-01 DOI: 10.2478/ebtj-2020-0003
M. B. Acar, Ebru Ibis, A. Şimşek, C. Vural, C. Tez, S. Özcan
Abstract Yarrow essential oil is used in complementary and alternative therapy for several diseases. Biological effects of essential oils span various cells and microorganisms. The aim of this study was to investigate the effects of different concentrations of the essential oil obtained from the yarrow plant (Achillea millefolium) on HeLa (CCL-2) cells. The components of the essential oil were studied by means of GC-MS analysis. Out of 10 determined compounds in the essential oil; 1,8-Cineole, Camphor, Beta-eudesmol and Camphene were found to be higher than others; and their biological effects were depicted with Ingeniuty Pathway Analysis (IPA) analysis. Moreover, cell cycle and proliferation tests were conducted on HeLa cells where yarrow plant’s essential oil was used. When extracted yarrow oil applied on HeLA Cells, apoptotic effects had been determined, furthermore proliferation of these cells decreased. In addition, activation of cell cycle control points was observed . Essential oil components could arrest the development of HeLa cells due to induction of cellular damage control mechanisms. In conclusion, we propose that the essential oil had a more repressive effect on HeLa cells, decreases their proliferation and prevented the increase in the number of cells.
摘要雅罗精油可用于多种疾病的补充和替代治疗。精油的生物学效应涉及各种细胞和微生物。本研究的目的是研究从yarrow植物(Achillea millefolium)中获得的不同浓度的精油对HeLa(CCL-2)细胞的影响。采用气相色谱-质谱联用技术对该精油的成分进行了研究。在精油中测定的10种化合物中;1,8-Cineole、Camphor、Beta eudesmol和Camphene的含量高于其他化合物;并通过Ingeniuty Pathway Analysis(IPA)分析描述了它们的生物学效应。此外,在使用了yarrow植物精油的HeLa细胞上进行了细胞周期和增殖试验。当提取的亚罗油应用于HeLA细胞时,已经确定了凋亡作用,并且这些细胞的增殖降低。此外,观察到细胞周期控制点的激活。精油成分可能由于诱导细胞损伤控制机制而阻止HeLa细胞的发育。总之,我们认为精油对HeLa细胞具有更大的抑制作用,降低了它们的增殖,并阻止了细胞数量的增加。
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引用次数: 4
Molecular docking study of L-Asparaginase I from Vibrio campbellii in the treatment of acute lymphoblastic leukemia (ALL) 坎贝尔弧菌l -天冬酰胺酶I治疗急性淋巴细胞白血病的分子对接研究
IF 1.7 Q2 Agricultural and Biological Sciences Pub Date : 2020-01-01 DOI: 10.2478/ebtj-2020-0002
A. K. Mohideen
Abstract The potential use of asparaginases has gained tremendous significance in the treatment of acute lymphoblastic leukemia (ALL). Earlier studies suggest L-asparaginases (L-ASP) extracted from Escherichia coli and Erwinia aroideae regulates L-asparagine (L-Asn) from the circulating blood. Prolonged exposure to these enzymes may lead to hypersensitivity reactions. So, it is important to find novel asparaginases with anti-cancer properties. The three-dimensional structure of L-ASP I from Vibrio campbellii was determined by homology modeling using EasyModeller v.4.0. The structure was validated with quality indexing tools and was deposited in Protein Model DataBase. Molecular docking was performed between L-ASP I and ligand substrate L-Asn to study enzyme-substrate interactions. Qualitative and quantitative analysis of L-ASP I enzyme was found to be reliable and stable with a significant protein quality factor (LG score: 7.129). The enzyme is a dimer, belongs to α/β class of proteins. The active sites comprises of N-glycosylation site and a catalytic triad (T14-S117-D92). The binding energy of the docked complex was calculated to be -7.45 kcal/mol. The amino acid T14 identified as a primary nucleophile essential for catalytic reaction. The enzyme L-ASP I of V. campbellii provides a detailed view of structure and functional aspects with ligand substrate L-Asn. This in silico investigation has explicitly demonstrated for the first time that cytosolic L-ASP Type I of V. campbellii to have a catalytic triad which was attributed only to periplasmic L-ASP Type II. Thus, L-ASP I can serve as anti-leukemic agent in the treatment, management and control of ALL.
天冬酰胺酶在急性淋巴细胞白血病(ALL)治疗中的潜在应用具有重要意义。早期的研究表明,从大肠杆菌和避免大肠杆菌中提取的l -天冬酰胺酶(L-ASP)调节循环血液中的l -天冬酰胺(L-Asn)。长期接触这些酶可能导致过敏反应。因此,寻找具有抗癌特性的新型天冬酰胺酶具有重要意义。利用easymodeler v.4.0进行同源性建模,确定了cambelllii弧菌L-ASP I的三维结构。用质量索引工具对该结构进行了验证,并将其存储在Protein Model DataBase中。在L-ASP I和配体底物L-Asn之间进行分子对接,研究酶与底物的相互作用。L-ASP I酶的定性和定量分析可靠、稳定,具有显著的蛋白质品质因子(LG评分:7.129)。该酶为二聚体,属于α/β类蛋白。活性位点包括n -糖基化位点和催化三联体(T14-S117-D92)。计算得到配合物的结合能为-7.45 kcal/mol。氨基酸T14被确定为催化反应必需的初级亲核试剂。campbelllii的L-ASP I酶提供了与配体底物L-Asn的结构和功能方面的详细视图。本研究首次明确证明了坎贝尔弧菌胞质L-ASP I型具有催化三联体,而这种催化三联体仅归因于胞质周围的L-ASP II型。因此,L-ASP可作为抗白血病药物用于ALL的治疗、管理和控制。
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引用次数: 8
The role of C-terminal amidation in the mechanism of action of the antimicrobial peptide aurein 1.2 C-末端酰胺化在抗菌肽aurein 1.2作用机制中的作用
IF 1.7 Q2 Agricultural and Biological Sciences Pub Date : 2020-01-01 DOI: 10.2478/ebtj-2020-0004
M. Shahmiri, A. Mechler
Abstract C-terminal amidation is a common feature of wild type membrane disrupting antimicrobial peptides (AMPs). Empirical evidence suggests that this modification increases antimicrobial efficacy. However, the actual role of C-terminal amidation in the molecular mechanism of action of AMPs is not fully understood. Amidation alters two key properties simultaneously: the net charge and helicity of the peptide, both of which are implicated in the mechanism of action. However, the differences between the physicochemical properties of the carboxyl and amide moieties have been disregarded in former studies. In this study we assessed whether the difference in activity is only caused by changes in the helicity and overall charge of a peptide, i.e. whether the chemistry of the terminus is otherwise irrelevant. To do so, the membrane disrupting activity of a modified aurein 1.2 peptide was studied in which a secondary amide was formed with a terminal methyl group, instead of the primary amide as in the wild type peptide. Results of quartz crystal microbalance, dye leakage and circular dichroism experiments show that the activity of the modified peptide is substantially reduced compared to the wild type peptide, in particular that the modified peptide exhibited a much-reduced ability to bind to the membrane. Thus, the primary amide at the C-terminus is required to bind to the membrane, and a secondary amide cannot serve the same purpose. We hypothesize that this difference is related to the hydration state of the terminus. The lack of membrane binding ability of the modified peptide identifies the primary amide moiety at the C terminus as a specific membrane binding motif.
摘要C-末端酰胺化是野生型破膜抗菌肽(AMP)的一个常见特征。经验证据表明,这种修饰提高了抗菌效果。然而,C末端酰胺化在AMPs作用的分子机制中的实际作用尚不完全清楚。酰胺化同时改变了两个关键特性:肽的净电荷和螺旋度,这两个特性都与作用机制有关。然而,在以前的研究中,羧基和酰胺部分的物理化学性质之间的差异被忽略了。在这项研究中,我们评估了活性的差异是否只是由肽的螺旋度和总电荷的变化引起的,即末端的化学性质是否在其他方面无关。为此,研究了修饰的aurein 1.2肽的膜破坏活性,其中用末端甲基形成仲酰胺,而不是野生型肽中的伯酰胺。石英晶体微量天平、染料渗漏和圆二色性实验的结果表明,与野生型肽相比,修饰肽的活性显著降低,特别是修饰肽与膜结合的能力大大降低。因此,C末端的伯酰胺需要与膜结合,而仲酰胺不能起到相同的作用。我们假设这种差异与末端的水合状态有关。修饰肽的膜结合能力的缺乏将C末端的伯酰胺部分鉴定为特定的膜结合基序。
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引用次数: 10
Effects of zinc and molybdenum on European Bluestar (Amsonia orientalis): An in vitro study 锌和钼对欧洲蓝星(Amsonia orientalis)影响的体外研究
IF 1.7 Q2 Agricultural and Biological Sciences Pub Date : 2020-01-01 DOI: 10.2478/ebtj-2020-0005
Arda Acemi, Y. Duman, Y. Y. Karakus, Fazıl Özen
Abstract This study aimed to investigate the effects of possible zinc (Zn) and molybdenum (Mo) contaminations on the critically endangered European Bluestar (Amsonia orientalis). The effects of Zn and Mo were tested in a dose-dependent manner on in vitro cultures. Zn at 0.1 mM in the medium inhibited root development whereas Mo showed the same effect only at ≥2.5 mM concentration. Gradual inhibition of shoot development was observed after treatment with both metals. Protein contents were also negatively affected by increasing metal concentrations, while proline levels increased gradually. Successive increases in metal concentrations resulted in higher hydrogen peroxide (H2O2) and malondialdehyde (MDA) concentrations. The activity of the antioxidant enzymes, peroxidase (POD) and catalase (CAT), were found to be enhanced in response to increasing metal concentrations. Superoxide dismutase (SOD) activity decreased after Zn treatment but increased after Mo treatment. A marked increase in POD and CAT in response to metal stress suggests that these enzymes might have a significant cooperative role in regulating H2O2 production, although CAT, in response to drought and salt stress, has been reported to only play a supplementary role in A. orientalis. These results indicated that A. orientalis is susceptible to long-term Zn stress but can tolerate up to 2.5 mM Mo in the long-term. Deficiency of Mo is more common than high toxic concentrations in the environment. Therefore Zn contamination should be considered as one of the major threats for A. orientalis in its native habitat.
摘要本研究旨在探讨可能存在的锌(Zn)和钼(Mo)污染对濒危欧洲蓝星(Amsonia orientalis)的影响。锌和钼对体外培养的影响呈剂量依赖性。培养基中0.1 mM的Zn对根系发育有抑制作用,而浓度≥2.5 mM的Mo对根系发育有抑制作用。两种金属处理后,茎的发育逐渐受到抑制。金属浓度的增加对蛋白质含量也有负面影响,而脯氨酸含量则逐渐增加。金属浓度的连续增加导致过氧化氢(H2O2)和丙二醛(MDA)浓度升高。抗氧化酶过氧化物酶(POD)和过氧化氢酶(CAT)的活性随着金属浓度的增加而增强。超氧化物歧化酶(SOD)活性在Zn处理后降低,Mo处理后升高。金属胁迫下POD和CAT的显著增加表明,这两种酶可能在调控H2O2生产中起着重要的协同作用,尽管CAT在干旱和盐胁迫下仅起辅助作用。结果表明,东方蒿对长期Zn胁迫敏感,但能长期耐受高达2.5 mM的Zn胁迫。钼缺乏比环境中有毒的高浓度更为常见。因此,锌污染应被认为是东方桦原生生境的主要威胁之一。
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引用次数: 5
Differences in organic matter quality, chemical and microbiological characteristics of two Phaeozems under natural and anthropic influence 自然和人为影响下两种Phaeozems有机质质量、化学和微生物特性的差异
IF 1.7 Q2 Agricultural and Biological Sciences Pub Date : 2019-10-01 DOI: 10.2478/ebtj-2019-0022
M. Sorin, G. Matei, Dumitrașcu Monica, V. Mocanu
Abstract The soil degraded and changed by the anthropic activity must be monitored and the awareness of the intrinsic processes will allow a pertinent analysis of the effects of the application of the new technologies on the management and the sustainability of the soil. Two natural and anthropic Phaeozems were analyzed from the point of view of chemical, microbiological characteristics, quality and composition of organic compounds. Total values of microbial biomass and bacterial and fungal counts were generally twice higher in Calcaric Phaeozems than in Verti-Stagnic Phaeozems. The content of humic precursors in Calcaric Phaeozems was quantitatively higher than that determined in Verti-stagnic Phaeozems, with a total content of phenols of 14.6mgGAExg−1d.m., polysaccharides and proteins of 97mgxg−1, respectivelly 16.6mgxl−1. The ascending chromatograms showed specific distribution and higher density of the organic compounds in the CAFT sub-fraction of the Verti-stagnic Phaeozems. Pfeiffer specific chromatograms revealed an enzyme activity much higher than average at the Verti-stagnic Phaeozems, with a well-characterized functional diversity. The nutritional reserve appeared increased but poorly diversified in the Calcaric Phaeozems. Humification processes are intense, colloidal substances are present, the mineral component is very well integrated in the organic material at the Verti-stagnic Phaeozems and complex protein content is well revealed especially in the Calcaric Phaeozems. Capillary dynamolysis reflected a characteristic pattern of Phaeozems soils, with particularities for each soil type, represented by colors, contours and particular forms of the specific structures developed. Both soils presented good conditions for sustaining vegetation either natural or cultivated but results indicated that anthropic intervention determined a more dynamic mineralization of organic matter. Further monitoring of soil organic matter dynamics is needed and adjusting management practices for conservation of biodiversity and global ecosystem protection against the effect of anthropic intervention.
人类活动对土壤的退化和变化必须进行监测,认识其内在过程将有助于对新技术应用对土壤管理和可持续性的影响进行有针对性的分析。从化学、微生物特性、质量和有机物组成等方面分析了两种天然的和人为的Phaeozems。石灰腐菌的微生物总量、细菌和真菌数量一般比灰腐菌高2倍。钙化腐殖菌中腐殖质前体的含量高于垂直静止腐殖菌,总酚含量为14.6mgGAExg−1d.m。,多糖97mgxl−1,蛋白质16.6mgxl−1。从上升层析图可以看出,垂直静止Phaeozems的CAFT亚组分中有机化合物的密度较高,分布特殊。特异色谱显示,垂直静止Phaeozems的酶活性远高于平均水平,具有良好的功能多样性特征。钙质phaeozem的营养储备有所增加,但多样性较差。腐殖化作用强烈,存在胶体物质,垂直静止phaezem的矿物成分在有机物质中整合得很好,特别是在钙质phaezem中显示出复杂的蛋白质含量。毛细动力分解反应了Phaeozems土壤的特征模式,每种土壤类型都具有特殊性,由颜色、轮廓和特定结构的特定形式所代表。两种土壤都具有良好的维持植被的条件,但结果表明,人为干预决定了有机质的动态矿化。需要进一步监测土壤有机质动态,调整管理措施,以保护生物多样性和全球生态系统免受人为干预的影响。
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引用次数: 1
Polymerization degree-dependent changes in the effects of in vitro chitosan treatments on photosynthetic pigment, protein, and dry matter contents of Ipomoea purpurea 壳聚糖处理对紫叶光合色素、蛋白质和干物质含量影响的聚合度依赖性变化
IF 1.7 Q2 Agricultural and Biological Sciences Pub Date : 2019-10-01 DOI: 10.2478/ebtj-2019-0024
Ruhiye Kıran Acemi, Arda Acemi
Abstract Morning Glory (Ipomoea purpurea (L.) Roth.) is a climbing plant known for its ornamental properties and ease of cultivation in temperate climates. Quality and colour of flowers and leaves, especially in the production of ornamentals, are important parameters both for producers and for customers. This study aimed to investigate the changes in photosynthetic pigment, protein and dry matter content of in vitro-propagated I. purpurea following chitosan treatment with different polymerization degrees (DP) and to determine the indirect effect of this biopolymer on leaves of the plant. Nodal explants of I. purpurea were cultured in medium supplemented with 5, 10 and 20 mg L−1 concentrations of a chitosan oligomers mixture with a variable degree of polymerization (DP) ranging from 2 to 15 or chitosan polymer with DP of 70. It was found that both oligomeric and polymeric chitosan treatments increased chlorophyll-a contents in the leaves when compared to the chitosan-naïve control group. Polymeric chitosan stimulated chlorophyll-b and carotenoid synthesis more effectively than the oligomer mixture. Also, 10 mg L−1 polymeric chitosan better triggered total protein production and plant dry matter content in I. purpurea. The results of this study showed that, due to their stimulatory effects on photosynthetic pigment, protein and plant dry matter production, chitosan oligomers at low concentration and polymers at moderate concentration might be considered as safe and natural biostimulants for ornamental plants which could affect the plant’s attractiveness and commercial success.
牵牛花(iomoea purpurea, L.)罗斯(Roth.)是一种攀缘植物,以其观赏特性和在温带气候下易于栽培而闻名。花卉和叶子的质量和颜色,特别是在装饰品的生产中,对生产者和客户来说都是重要的参数。本研究旨在研究不同聚合度(DP)壳聚糖处理后离体繁殖紫荆植株光合色素、蛋白质和干物质含量的变化,并确定这种生物聚合物对紫荆叶片的间接影响。在添加5、10和20 mg L−1浓度的壳聚糖低聚物混合物(DP值为2 ~ 15)或DP值为70的壳聚糖聚合物的培养基中培养紫荆(I. purpurea)结节外植体。结果表明,与chitosan-naïve对照组相比,低聚壳聚糖处理和聚合壳聚糖处理均能提高叶片叶绿素-a含量。聚合物壳聚糖比低聚物混合物更有效地促进了叶绿素-b和类胡萝卜素的合成。另外,10 mg L−1聚合壳聚糖能更好地促进紫荆总蛋白产量和植株干物质含量。本研究结果表明,低浓度的壳聚糖低聚物和中等浓度的壳聚糖聚合物对植物的光合色素、蛋白质和植物干物质的产生具有刺激作用,可以作为安全的天然生物刺激剂用于观赏植物,影响植物的吸引力和商业成功。
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引用次数: 8
Artificial cell microcapsules containing live bacterial cells and activated charcoal for managing renal failure creatinine: preparation and in-vitro analysis 含有活细菌细胞和活性炭的人造细胞微胶囊用于管理肾功能衰竭肌酐:制备和体外分析
IF 1.7 Q2 Agricultural and Biological Sciences Pub Date : 2019-10-01 DOI: 10.2478/ebtj-2019-0023
T. Lim, W. Ouyang, C. Martoni, Nasri Balit, S. Prakash
Abstract Activated charcoal was microencapsulated with Lactobacillus acidophilus 314 previously adapted for urea uptake. The creatinine removal capacity of this combination microcapsule was evaluated in-vitro in media simulating the small intestine. Results show that microcapsules containing both activated charcoal and L. acidophilus 314 demonstrated potential for decreasing creatinine. Interestingly, when co-encapsulating both activated charcoal and L. acidophilus 314 a smaller decrease in creatinine was observed than when encapsulating them separately. However, co-encapsulated microcapsules were more stable in various parts of the gastrointestinal system and survived longer in storage. These results suggest the feasibility of using microcapsules containing activated charcoal and probiotic bacteria as oral adjuvants for creatinine removal and provides a theoretical model for the use of these microcapsules to remove any unwanted metabolite.
摘要采用嗜酸乳杆菌314对活性炭进行微囊化处理。在体外模拟小肠培养基中评估该联合微胶囊去除肌酐的能力。结果表明,含有活性炭和嗜酸乳杆菌314的微胶囊均具有降低肌酐的作用。有趣的是,当活性炭和嗜酸乳杆菌314同时包封时,肌酐的下降幅度小于单独包封时。然而,共封装微胶囊在胃肠道系统的各个部位更稳定,并且在储存中存活的时间更长。这些结果表明,使用含有活性炭和益生菌的微胶囊作为口服辅助去除肌酐的可行性,并为使用这些微胶囊去除任何不需要的代谢物提供了理论模型。
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引用次数: 0
Photosynthetic light reactions in Oryza sativa L. under Cd stress: Influence of iron, calcium, and zinc supplements 镉胁迫下水稻光合作用的光反应:铁、钙和锌补充剂的影响
IF 1.7 Q2 Agricultural and Biological Sciences Pub Date : 2019-10-01 DOI: 10.2478/ebtj-2019-0021
A. Sebastian, M. Prasad
Abstract Some mineral nutrients may help to alleviate cadmium stress in plants. Therefore, influence of Fe, Ca, and Zn supplements on photosynthesis light reactions under Cd stress studied in two Indian rice cultivars namely, MO-16 and MTU-7029 respectively. Exogenous application of both Fe and Ca ions helped to uphold quantum efficiency and linear electron transport during Cd stress. Also, recovery of biomass noticed during Cd treatment with Fe and Ca supplements. It was found that accumulation of carotenoids as well as non photochemical quenching enhances with Fe, Ca, and Zn supplements. Chlorophyll a/b ratio increased with Cd accumulation as a strategy to increase light harvest. Lipid peroxidation level was ascertained the highest during Cd plus Zn treatments. Above results point that both Fe and Ca ions supplements help to alleviate Cd stress on photosynthesis light reactions of rice plants.
摘要一些矿物质营养物质可能有助于减轻植物的镉胁迫。因此,分别在两个印度水稻品种MO-16和MTU-7029上研究了Fe、Ca和Zn对镉胁迫下光合作用光反应的影响。Fe和Ca离子的外源应用有助于在Cd胁迫期间维持量子效率和线性电子传输。此外,在添加Fe和Ca的Cd处理过程中注意到生物量的恢复。研究发现,铁、钙和锌的补充增强了类胡萝卜素的积累以及非光化学猝灭。叶绿素a/b比率随着镉的积累而增加,这是增加光采的一种策略。脂质过氧化水平在Cd+Zn处理期间最高。以上结果表明,补充铁和钙离子有助于减轻镉对水稻光合作用光反应的胁迫。
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引用次数: 7
A comparison of machine learning algorithms for the prediction of Hepatitis C NS3 protease cleavage sites 机器学习算法预测丙型肝炎NS3蛋白酶切割位点的比较
IF 1.7 Q2 Agricultural and Biological Sciences Pub Date : 2019-10-01 DOI: 10.2478/ebtj-2019-0020
H. Chown
Abstract Hepatitis is a global disease that is on the rise and is currently the cause of more deaths than the human immunodeficiency virus each year. As a result, there is an increasing need for antivirals. Previously, effective antivirals have been found in the form of substrate-mimetic antiviral protease inhibitors. The application of machine learning has been used to predict cleavage patterns of viral proteases to provide information for future drug design. This study has successfully applied and compared several machine learning algorithms to hepatitis C viral NS3 serine protease cleavage data. Results have found that differences in sequence-extraction methods can outweigh differences in algorithm choice. Models produced from pseudo-coded datasets all performed with high accuracy and outperformed models created with orthogonal-coded datasets. However, no single pseudo-model performed significantly better than any other. Evaluation of performance measures also show that the correct choice of model scoring system is essential for unbiased model assessment.
摘要肝炎是一种正在上升的全球性疾病,目前每年造成的死亡人数超过人类免疫缺陷病毒。因此,对抗病毒药物的需求日益增加。以前,已经发现了以底物模拟抗病毒蛋白酶抑制剂的形式存在的有效抗病毒药物。机器学习的应用已被用于预测病毒蛋白酶的切割模式,为未来的药物设计提供信息。本研究成功地将几种机器学习算法应用于丙型肝炎病毒NS3丝氨酸蛋白酶切割数据,并对其进行了比较。结果发现,序列提取方法的差异可能超过算法选择的差异。从伪编码数据集产生的模型都以高精度执行,并且优于用正交编码数据集创建的模型。然而,没有一个伪模型的性能比任何其他伪模型都要好。对绩效指标的评估也表明,正确选择模型评分系统对于公正的模型评估至关重要。
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引用次数: 7
期刊
The EuroBiotech Journal
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