Full factorial design

全阶乘设计
  • 文章类型: Journal Article
    这项工作旨在开发两亲性纳米载体,例如Kollicoat®IR-嵌段-聚(ε-己内酯)(Kollicoat®IR-b-PCL)的基于聚合物的二嵌段共聚物,用于Nisin(Ni)和姜黄素(CUR)的潜在共递送,用于治疗乳腺癌。为了产生均匀尺寸和形态的多层纳米载体,微流控技术是一种新技术。为了表征和优化聚合物,实验设计(Design-Expert)软件采用三级全因子设计(3-FFD)方法。最后,优化的聚合物囊具有球形形态,小粒径(dH<200nm),均匀的尺寸分布(PDI<0.2),和高的载药率(Ni78%和CUR93%)。此外,在PBS中,Ni和CUR的最大释放量约为60%和80%,分别。细胞毒性测定显示Ni和CUR负载的聚合物体(N-Ni/CUR)对正常细胞具有轻微的细胞毒性,同时与游离药物相比显示对癌细胞的抑制活性。此外,细胞凋亡测定和细胞摄取证实了从细胞毒性分析获得的结果。总的来说,这项研究证明了一种微流控方法,用于制备和优化聚合物小体,用于将两种药物共递送到癌细胞中。
    This work aimed to develop amphiphilic nanocarriers such as polymersome based diblock copolymer of Kollicoat ® IR -block-poly(ε-caprolactone) (Kollicoat ® IR-b-PCL) for potential co-delivery of Nisin (Ni) and Curcumin (CUR) for treatment of breast cancer. To generate multi-layered nanocarriers of uniform size and morphology, microfluidics was used as a new technology. In order to characterise and optimize polymersome, design of experiments (Design-Expert) software with three levels full factorial design (3-FFD) method was used. Finally, the optimized polymersome was produced with a spherical morphology, small particle size (dH < 200 nm), uniform size distribution (PDI < 0.2), and high drug loading efficiency (Ni 78 % and CUR 93 %). Furthermore, the maximum release of Ni and CUR was found to be roughly 60 % and 80 % in PBS, respectively. Cytotoxicity assays showed a slight cytotoxicity of Ni and CUR -loaded polymersome (N- Ni /CUR) towards normal cells while demonstrating inhibitory activity against cancer cells compared to the free drugs. Also, the apoptosis assays and cellular uptake confirmed the obtained results from cytotoxic analysis. In general, this study demonstrated a microfluidic approach for preparation and optimization of polymersome for co-delivery of two drugs into cancer cells.
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  • 文章类型: Journal Article
    氯雷他定(LoR)是一种高度亲脂性的,几乎不溶于水,因此具有低的口服生物利用度。因为它被配制成局部凝胶,它与受体竞争结合,从而减少副作用。本研究的目的是在凝胶中制备负载LoR的纳米海绵(LoR-NS)用于局部递送。采用聚乙烯醇(PVA)溶剂蒸发法制备了9种不同配方的乳液,乙基纤维素(EC),和二氯甲烷(DCM)。基于32全因子设计(FFD),通过改变LOR:EC的浓度比和搅拌速率进行优化。对制剂进行粒度(PS)评估,体外释放,ζ电位(ZP)和包封效率(EE)。结果表明,NS分散体是纳米级的,具有持续释放曲线和显着的PS。将优化的制剂配制并掺入到卡波姆934P水凝胶中。然后使用描述球形NS的扫描电子显微镜(SEM)检查制剂的表面形态特征。稳定性研究,在40±2°C/75±5%RH下进行2个月,结论是制剂的稳定性。该制剂不引起皮肤刺激。因此,所制备的NS水凝胶被证明是LoR作为安全的新型药物递送系统(NDDS)的有希望的申请人,持续和受控的局部应用。
    Loratadine (LoR) is a highly lipophilic and practically insoluble in water, hence having a low oral bioavailability. As it is formulated as topical gel, it competitively binds with the receptors, thus reducing the side-effects. The objective of this study was to prepare LoR loaded nanosponge (LoR-NS) in gel for topical delivery. Nine different formulations of emulsion were prepared by solvent evaporation method with polyvinyl alcohol (PVA), ethyl cellulose (EC), and dichloromethane (DCM). Based on 32 Full Factorial Design (FFD), optimization was carried out by varying the concentration of LOR:EC ratio and stirring rate. The preparations were subjected for the evaluation of particle size (PS), in vitro release, zeta potential (ZP) and entrapment efficiency (EE). The results revealed that the NS dispersion was nanosized with sustained release profiles and significant PS. The optimised formulation was formulated and incorporated into carbopol 934P hydrogel. The formulation was then examined to surface morphological characterizations using scanning electron microscopy (SEM) which depicted spherical NS. Stability studies, undertaken for 2 months at 40 ± 2 °C/75 ± 5% RH, concluded to the stability of the formulation. The formulation did not cause skin irritation. Therefore, the prepared NS hydrogel proved to be a promising applicant for LoR as a novel drug delivery system (NDDS) for safe, sustained and controlled topical application.
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  • 文章类型: Journal Article
    随着对打火机需求的增加,更环保,以及移动领域负担得起的解决方案,设计师和工程师正在积极推广使用创新的整体异种结构。在这个领域,与传统连接技术相比,基于摩擦搅拌的技术具有独特的优势,如机械紧固和粘接,最近证明了有希望的结果。在这项研究中,铝合金和玻璃纤维增强聚合物以重叠配置进行摩擦搅拌连接。为了评估主要影响,互动,以及加工参数对制造接头的机械强度和加工温度的影响,进行了具有三个因素和两个水平的全因子设计研究。实验的设计产生了与实验数据非常吻合的统计模型,能够彻底了解转速的影响,行进速度,和工具倾斜角度在不同的金属-聚合物摩擦搅拌复合接头。复合接头的机械强度范围为1708.1±45.5N至3414.2±317.1,而加工温度为203.6±10.7°C至251.5±9.7。
    With the increasing demand for lighter, more environmentally friendly, and affordable solutions in the mobility sector, designers and engineers are actively promoting the use of innovative integral dissimilar structures. In this field, friction stir-based technologies offer unique advantages compared with conventional joining technologies, such as mechanical fastening and adhesive bonding, which recently demonstrated promising results. In this study, an aluminum alloy and a glass fiber-reinforced polymer were friction stir joined in an overlap configuration. To assess the main effects, interactions, and influence of processing parameters on the mechanical strength and processing temperature of the fabricated joints, a full factorial design study with three factors and two levels was carried out. The design of experiments resulted in statistical models with excellent fit to the experimental data, enabling a thorough understanding of the influence of rotational speed, travel speed, and tool tilt angle on dissimilar metal-to-polymer friction stir composite joints. The mechanical strength of the composite joints ranged from 1708.1 ± 45.5 N to 3414.2 ± 317.1, while the processing temperature was between 203.6 ± 10.7 °C and 251.5 ± 9.7.
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  • 文章类型: Journal Article
    技术的进步要求连接低碳钢和高碳钢等级的异质金属。在这次调查中,使用手动金属弧焊(MMAW)方法将AISI1018低碳钢和AIS4340中碳钢焊接成异质薄金属接头。焊接电流的实验变化,电极位置,和焊接方向选择作为MMAW参数。使用全因子设计(FFD)计划试验,并使用方差分析(ANOVA)和回归方法分析试验结果。使用计算机拉伸试验机(TM2101N)来测试根据ASTME646-98标准制备的焊接试样的拉伸强度。基于回归分析建立了抗拉强度预测模型。方差分析和预测模型有助于研究MMAW参数的影响。
    Advancement in technology demands the joining of heterogeneous metals of low and high-carbon steel grades. In this investigation, AISI1018 low and AIS4340 medium carbon steels were welded to form a heterogeneous thin metal joint using the Manual Metal Arc Welding (MMAW) method. Experimental variations of welding current, electrode position, and weld orientation are selected as the MMAW parameters. The trials are planned using the Full Factorial Design (FFD) and the trial results are analysed using Analysis of Variance (ANOVA) and regression methods. A computerized tensile testing machine (TM2101N) was used to test the tensile strength of the welded specimens that were prepared in accordance with the ASTM E646 - 98 standards. The prediction model for tensile strength was generated based on regression analysis. The ANOVA and prediction model helped in studying the effect of the MMAW parameters.
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  • 文章类型: Journal Article
    烟气脱硫石膏(FGD石膏)是从化石燃料发电厂中燃烧气体的脱硫中获得的。FGD石膏可用于生产无水石膏粘结剂。本研究致力于研究煅烧温度对FGD石膏的影响,活化剂K2SO4和Na2SO4,以及它们的量对水合过程中硬石膏粘合剂的抗压强度的影响。结果表明,随着煅烧温度的升高,硬石膏粘结剂的抗压强度在其早期(长达3天)降低,28天后增加。在800°C和500°C下生产的无水石膏粘合剂的抗压强度在28天后相差超过五倍。与不含活化剂的无水石膏粘合剂相比,活化剂K2SO4和Na2SO4对无水石膏粘合剂在其早期(至多3天)的水合具有大的影响。活化剂K2SO4或K2SO4的存在对28天后的抗压强度几乎没有影响。为了确定哪个因素,脱硫石膏的煅烧温度(500-800℃),水合时间(3-28天)或活化剂K2SO4和Na2SO4的用量(0-2%)对抗压强度的影响最大,应用了23个全因子设计。多元线性回归用于建立数学模型并预测无水石膏粘结剂的抗压强度。统计分析表明,使用活化剂K2SO4和Na2SO4的水合时间对无水石膏粘结剂的抗压强度影响最大。活化剂K2SO4对抗压强度的影响大于活化剂Na2SO4。所获得的数学模型可用于预测由FGD石膏生产的无水石膏的抗压强度,如果考虑的因素在与建议的模型相同的极限值内,因为测定系数(R2)接近1,并且平均绝对百分比误差(MAPE)小于10%。
    Flue gas desulfurization gypsum (FGD gypsum) is obtained from the desulphurization of combustion gases in fossil fuel power plants. FGD gypsum can be used to produce anhydrite binder. This research is devoted to the investigation of the influence of the calcination temperature of FGD gypsum, the activators K2SO4 and Na2SO4, and their amount on the compressive strength of anhydrite binder during hydration. The obtained results showed that as the calcination temperature increased, the compressive strength of anhydrite binder decreased at its early age (up to 3 days) and increased after 28 days. The compressive strength of the anhydrite binder produced at 800 °C and 500 °C differed more than five times after 28 days. The activators K2SO4 and Na2SO4 had a large effect on the hydration of anhydrite binder at its early age (up to 3 days) in comparison with the anhydrite binder without activators. The presence of the activators of either K2SO4 or K2SO4 almost had no influence on the compressive strength after 28 days. To determine which factor, the calcination temperature of FGD gypsum (500-800 °C), the hydration time (3-28 days) or the amount (0-2%) of the activators K2SO4 and Na2SO4, has the greatest influence on the compressive strength, a 23 full factorial design was applied. Multiple linear regression was used to develop a mathematical model and predict the compressive strength of the anhydrite binder. The statistical analysis showed that the hydration time had the strongest impact on the compressive strength of the anhydrite binder using activators K2SO4 and Na2SO4. The activator K2SO4 had a greater influence on the compressive strength than the activator Na2SO4. The obtained mathematical model can be used to forecast the compressive strength of the anhydrite binder produced from FGD gypsum if the considered factors are within the same limiting values as in the suggested model since the coefficient of determination (R2) was close to 1, and the mean absolute percentage error (MAPE) was less than 10%.
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  • 文章类型: Journal Article
    这项研究旨在估计培养条件,以使YarrowialipolyticaNNRLY-1095能够产生细胞外脂肪酶,并评估磁场(MF)对脂肪酶产生及其催化条件的影响。确定产生细胞外脂肪酶的碳源和表面活性剂的培养条件为10gL-1葡萄糖,15克L-1橄榄油和2克L-1TritonX-100。当在72至144小时的培养中施加MF时,144小时后达到最高的脂肪酶活性(34.8UmL-1)。与对照培养物中的最高脂肪酶活性相比,它对应于287.5%的增加。从72到144h的MF施用没有改变脂肪酶的最佳温度,是37°C,与对照相比。然而,对照的最佳pH为7.0,而用MF产生的脂肪酶之一为8.0。研究结果强调,MFs的存在导致Y.lipolytica合成脂肪酶的增加,随着催化概况的变化。这是MF应用于Y.LipolyticaNRRLY-1095培养物生产脂肪酶的首批研究之一。
    This study aimed at estimating cultivation conditions to enable Yarrowia lipolytica NNRL Y-1095 to produce extracellular lipase and at evaluating the influence of magnetic fields (MF) on the lipase production and on its catalytic conditions. Culture conditions of carbon sources and surfactant defined to produce extracellular lipase were 10 g L-1 glucose, 15 g L-1 olive oil and 2 g L-1 Triton X-100. The highest lipase activity (34.8 U mL-1) was reached after 144 h when MFs were applied from 72 to 144 h of culture. It corresponds to an increase of 287.5% by comparison with the highest lipase activity in the control culture. MF application from 72 to 144 h did not change the optimal temperature of lipase, which was 37 °C, by comparison with the control. However, the optimal pH of the control was 7.0 while the one of lipase produced with MF was 8.0. Findings highlighted that the presence of MFs led to increase in synthesis of lipase by Y. lipolytica, with changes in the catalytic profile. This is one of the first studies of MF application to Y. lipolytica NRRL Y-1095 cultures to produce lipase.
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  • 文章类型: Journal Article
    由于Covid-19相关药物的广泛生产和应用,内分泌干扰化合物(EDC)在水体中的最高暴露量现在越来越令人担忧。在这里,通过在织物废物衍生的生物炭的多孔表面上浸渍绿色合成的氧化铜纳米颗粒来开发一种新型的纳米复合材料,以消除相关的EDC以及用于废吸附剂的可持续处置策略。场发射扫描电子显微镜的形态表征证实了分层多孔结构材料的形成。X射线分析揭示了生物炭基质的无定形性质以及归因于氧化铜纳米颗粒在生物炭表面上的单分散的结晶性质两者的存在。分批吸附研究表明,在pH7,30mgL-1的DOX初始浓度和2gL-1的吸附剂剂量在室温下2小时后,盐酸多西环素(DOX)的去除率>97%步骤优化过程。光谱研究和拉曼位移表明,孔隙填充,与原始生物炭相比,强络合和静电相互作用使CuO/生物炭复合材料中DOX的吸附最大化。然而,废吸附剂的处置是对环境至关重要的方面,因此,在这项研究中,首次提出了将DOX负载吸附剂作为电极材料的可持续回收策略。在1mVs-1下,与其他报道的杂原子掺杂的碳质材料作为电极相当,负载DOX的纳米复合材料的最大比电容值在221.9-297.3Fg-1范围内。因此,绿色合成的CuO/生物炭复合材料优异的吸附能力及其在DOX吸附后的循环利用可作为缓解废水中药物的可持续解决方案。详细研究DOX降解为生态友好型产品及其成本效益将有助于为此类化合物提出适当的缓解策略。
    The highest exposure of Endocrine disrupting compounds (EDC) into the water bodies as a result of extensive production and application of Covid-19 related drugs is a growing concern now a days. Herein, a novel nanocomposite material was developed by impregnating green synthesized copper oxide nanoparticles on the porous surface of fabric waste derived biochar to eliminate the concerned EDCs along with a sustainable disposal strategy for the spent adsorbent. Morphological characterizations by Field emission scanning electron microscopy confirmed the formation of hierarchical porous structured material. X-ray analysis revealed presence of both amorphous nature of biochar matrix as well as the crystalline nature attributed from monodispersion of copper oxide nanoparticles onto biochar surface. Batch sorption study showed removal of doxycycline hydrochloride (DOX) of >97% after 2 h at pH 7, 30 mg L-1 initial concentration of DOX and 2 g L-1 of adsorbent dose at room temperature after a two-step optimization process. Spectroscopic study and Raman shift suggested that pore filling, strong complexation and electrostatic interactions maximise the adsorption of DOX in the CuO/biochar composite as compared to the pristine biochar. However disposal of spent adsorbent is a crucial aspect for the environment and therefore, a sustainable recycling strategy for DOX loaded adsorbent as electrode material has been proposed for the first time in this study. Maximum specific capacitance value was observed in the range of 221.9-297.3 F g-1 for the DOX loaded nanocomposite at 1 mV s-1 comparable with other reported heteroatom-doped carbonaceous material as electrode. Therefore the excellent adsorption capacity of green synthesized CuO/biochar composite and its recycling after DOX adsorption can be recommended as a sustainable solution for mitigation of pharmaceuticals from wastewater. A detail study on degradation of DOX into eco-friendly products and its cost-effectiveness would be beneficial to suggest appropriate mitigation strategy for such compounds.
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  • 文章类型: Journal Article
    本研究旨在筛选和优化南极菌株约翰逊不动杆菌Ant12的脂肪酶产量,以处理富含脂质的废水。通过优化培养条件,脂肪酶产量成功提高了三倍。在50°C下观察到最佳的粗脂肪酶活性,并且在宽温度范围内具有高稳定性。在溶剂存在下,脂肪酶也表现出高活性和稳定性,金属离子,和表面活性剂。用粗脂肪酶处理富脂废水,这构成了重大挑战,因为传统的去除方法通常效率低下或不环保。在这项研究中,使用Ant12进行生物增强导致合成和现实废水中的脂质大幅减少。多元线性回归分析表明,脂质浓度和时间是影响脂质降解的最显著因素。使用Ant12细胞对现实世界中的废水进行生物增强,可在72小时内去除84%的脂质,而其粗脂肪酶在24小时后降解了73.7%的脂质。因此,粗脂肪酶的脂质降解比速率(0.095/h)高于全细胞处理(0.031/h)。经济分析表明,粗脂肪酶的生产要便宜得多,比纯化或部分纯化的脂肪酶生产更快,更环保,这证明了它在废水处理中的使用是合理的。酶的高活性还暗示了其作为洗涤剂添加剂的应用。在我们的知识中,这是首次从南极洲建立A.johnsonii分离物用于富含脂质的废水处理的研究。
    The present study aimed to screen and optimize lipase production by the Antarctic strain Acinetobacter johnsonii Ant12 for lipid-rich wastewater treatment. Lipase production was successfully enhanced threefold through optimization of culture conditions. The optimum crude lipase activity was observed at 50 °C with high stability in a wide temperature range. The lipase also exhibited high activity and stability in the presence of solvents, metal ions, and surfactants. The crude lipase was used for the treatment of lipid-rich wastewater, which poses a significant challenge, as traditional removal methods are often inefficient or non-eco-friendly. In this study, bioaugmentation with Ant12 resulted in substantial lipid reduction in synthetic as well as real-world wastewater. Multiple linear regression analysis showed that lipid concentration and time were the most significant factors influencing lipid degradation. Bioaugmentation of real-world wastewater with Ant12 cells resulted in 84% removal of lipids in 72 h, while its crude lipase degraded 73.7% of lipids after 24 h. Thus, the specific rate of lipid degradation was higher for crude lipase (0.095/h) than the whole cell treatment (0.031/h). Economic analysis revealed that crude lipase production was much cheaper, faster and more eco-friendly than purified or partially purified lipase production, which justifies its use in wastewater treatment. The high activity of enzyme also implicates its application as a detergent additive. In our knowledge, it is the first study to establish A. johnsonii isolate from Antarctica for lipid-rich wastewater treatment.
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  • 文章类型: Journal Article
    在这项工作中,优化了定量夹心ELISA,通过一次一个因素(OFAT)的方法获得的初步方案的连续步骤中的全因子实验设计(DOE)。优化的ELISA的特异性,定量下限,评价抗原定量曲线的定量范围和分析灵敏度,与从初步方案获得的曲线进行比较。全阶乘DOE与简单的统计处理相关联,这有助于在没有训练有素的统计学家的实验室中解释结果。ELISA的逐步优化和连续纳入因素和水平的最佳组合的方案,允许获得特异性免疫测定,分析灵敏度高20倍,抗原定量下限从156.25降至9.766ng/mL。据我们所知,没有关于在这项工作中使用逐步方案后优化ELISA的报道.优化的ELISA将用于TT-P0蛋白的定量,针对海虱的候选疫苗的有效原理。
    In this work, a quantitative sandwich ELISA was optimized, through a full factorial design of experiments (DOE) in successive steps of a preliminary protocol obtained by the method of one factor at a time (OFAT). The specificity of the optimized ELISA, the lower limit of quantification, the quantification range and the analytical sensitivity of the antigen quantification curve were evaluated, in comparison with the curve obtained from the preliminary protocol. The full factorial DOE was linked to a simple statistical processing, which facilitates the interpretation of the results in those laboratories where there is no trained statistician. The step-by-step optimization of the ELISA and the successive incorporation into the protocol of the best combination of factors and levels, allowed obtaining a specific immunoassay, with an analytical sensitivity 20 times greater and with a lower limit of antigen quantification that decreased from 156.25 at 9.766 ng/mL. As far as we know, there are no reports of optimization of an ELISA following the step-by-step scheme used in this work. The optimized ELISA will be used for the quantification of the TT-P0 protein, the active principle of a vaccine candidate against sea lice.
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  • 文章类型: Journal Article
    用于MEX3D打印的增强纳米复合材料的优化仍然是强有力的工业主张。在这里,三种建模方法的功效,即,全阶乘(FFD),田口(TD),和Box-Behnken(BBD),对MEX3D打印纳米复合材料的性能进行了研究,旨在减少实验工作量。开发了用纤维素纳米纤维(CNF)增强的医用级聚酰胺12(PA12)的长丝。除了CNF装载,诸如喷嘴(NT)和床(BT)温度的3D打印设置是旨在最大化机械响应的优化目标。FFD的三个参数和三个级别符合ASTM-D638标准(27次运行,五次重复)。编译了L9正交TD和15次运行BBD。在FFD中,wt3%CNF,270°CNT,与纯PA12相比,80°C的BT导致了24%的拉伸强度。TGA,拉曼,和SEM分析解释了加固机理。TD和BBD表现出相当的近似,需要7.4%和11.8%的FFD实验努力。
    Optimization of reinforced nanocomposites for MEX 3D-printing remain strong industrial claims. Herein, the efficacy of three modeling methods, i.e., full factorial (FFD), Taguchi (TD), and Box-Behnken (BBD), on the performance of MEX 3D printed nanocomposites was investigated, aiming to reduce the experimental effort. Filaments of medical-grade Polyamide 12 (PA12) reinforced with Cellulose NanoFibers (CNF) were evolved. Besides the CNF loading, 3D printing settings such as Nozzle (NT) and Bed (BΤ) Temperatures were optimization goals aiming to maximize the mechanical response. Three parameters and three levels of FFD were compliant with the ASTM-D638 standard (27 runs, five repetitions). An L9 orthogonal TD and a 15 runs BBD were compiled. In FFD, wt.3%CNF, 270 °C NT, and 80 °C BΤ led to 24% higher tensile strength compared to pure PA12. TGA, RAMAN, and SEM analyses interpreted the reinforcement mechanisms. TD and BBD exhibited fair approximations, requiring 7.4% and 11.8% of the FFD experimental effort.
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