response surface methodology

响应面法
  • 文章类型: Journal Article
    Ultrasonic-assisted oxidative desulfurization (UAOD) is utilized to lessen environmental problems due to sulfur emissions. The process uses immiscible polar solvents and ultrasonic waves to enhance desulfurization efficiency. Prior research focused on comparing the effectiveness of UAOD for gasoline using response surface methodology. This study evaluates the desulfurization efficiency and operating costs, including ultrasonic power, irradiation time, and oxidant amount to determine optimal conditions. The study used a multi-objective fuzzy optimization (MOFO) approach to evaluate the economic viability of UAOD for gasoline. It identified upper and lower boundaries and then optimized the desulfurization efficiency and operating costs while considering uncertainty errors. The fuzzy model employed max-min aggregation to optimize the degree of satisfaction on a scale from 0 (unsatisfied) to 1 (satisfied). Optimal conditions for gasoline UAOD were found at 445.43 W ultrasonic power, 4.74 min irradiation time, and 6.73 mL oxidant, resulting in a 66.79 % satisfaction level. This yielded a 78.64 % desulfurization efficiency (YA) at an operating cost of 13.49 USD/L. Compared to existing literature, gasoline desulfurization was less efficient and less costly. The solutions provided by MOFO demonstrate not only economic viability through decreased overall operating costs and simplified process conditions, but also offer valuable insights for optimizing prospective future industrial-scale UAOD processes.
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  • 文章类型: Journal Article
    在这项研究中,RM(红泥)用硫酸酸化,并将酸化的ARM(酸化的赤泥)用作处理含抗生素废水的创新吸附材料。吸附条件,动力学,等温线,热力学,并对环丙沙星对CIP(环丙沙星)的作用机制进行了研究。ARM的表征涉及扫描电子显微镜(SEM)等技术,透射电子显微镜(TEM),Brunauer-Emmett-Teller(BET),X射线衍射(XRD)X射线荧光(XRF),热重分析(TGA),和NH3-TPD分析。吸附研究采用响应面方法(RSM)进行实验设计。结果表明,ARM可以有效吸收CIP。RSM优化实验表明,影响吸附量最显著的模型项是溶液pH,CIP初始浓度,和ARM剂量,在此条件下,预测的最大吸附容量达到7.30mg/g。吸附动力学符合伪二阶模型,虽然平衡数据符合朗缪尔-弗洛伊德利希等温线,产量最大容量值为7.35毫克/克。吸附过程自发发生并吸收热量,由-83.05和-91.50kJ/mol之间的ΔGθ值证明,ΔSθ为281.6J/mol/K,和ΔHθ为0.86kJ/mol。使用衰减全反射傅里叶变换红外光谱(ATR-FTIR)的分析表明,ARM中的Al-O与酯基-COOinCIP之间存在复杂的反应。CIP中的C=O键可能会发生轻微的静电相互作用或与ARM的内部球形表面结合。研究结果表明,ARM是一种有前途的高效吸附剂,可用于去除废水中的CIP。
    In this study, RM (red mud) was acidified with sulfuric acid, and the acidified ARM (acidified red mud) was utilized as an innovative adsorption material for treating antibiotic-containing wastewater. The adsorption conditions, kinetics, isotherms, thermodynamics, and mechanism of ARM for CIP (ciprofloxacin) were investigated. The characterization of the ARM involved techniques such as scanning electron microscopy (SEM), transmission electron microscopy (TEM), Brunauer-Emmett-Teller (BET), X-ray diffraction (XRD), X-ray fluorescence (XRF), thermogravimetric analysis (TGA), and NH3-TPD analysis. Adsorption studies employed a response surface methodology (RSM) for the experimental design. The results showed that ARM can absorb CIP effectively. The RSM optimal experiment indicated that the most significant model terms influencing adsorption capacity were solution pH, CIP initial concentration, and ARM dosage, under which the predicted maximum adsorption capacity achieved 7.30 mg/g. The adsorption kinetics adhered to a pseudo-second-order model, while equilibrium data fitted the Langmuir-Freundlich isotherm, yielding maximum capacity values of 7.35 mg/g. The adsorption process occurred spontaneously and absorbed heat, evidenced by ΔGθ values between -83.05 and -91.50 kJ/mol, ΔSθ at 281.6 J/mol/K, and ΔHθ at 0.86 kJ/mol. Analysis using attenuated total reflection Fourier-transform infrared spectroscopy (ATR-FTIR) indicated a complex reaction between the Al-O in the ARM and the ester group -COO in CIP. The C=O bond in CIP was likely to undergo a slight electrostatic interaction or be bound to the internal spherical surface of the ARM. The findings indicate that ARM is a promising and efficient adsorbent for CIP removal from wastewater.
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  • 文章类型: Journal Article
    通过水热合成开发了ZnO纳米棒无纺布(ZNRN),以促进预防呼吸道病原体的传播。通过响应面法提高了ZNRN的超疏水性和抗菌性能。合成的材料表现出显著的防水性,水接触角为163.9°,因此对大肠杆菌的抗菌率为91.8%(E.大肠杆菌)和79.75%的金黄色葡萄球菌(S.金黄色葡萄球菌)。这表明具有较薄肽聚糖的大肠杆菌可能比金黄色葡萄球菌更容易被杀死。这项研究确定了合成条件对抗菌效果的显着影响,全面的多变量分析阐明了潜在的相关性。此外,通过SEM和XRD分析对ZNRN的ZnO纳米棒结构进行了表征。它赋予超疏水性(从而防止细菌粘附到ZNRN表面)和抗菌能力(从而通过刺穿这些纳米棒破坏细胞)的性质。因此,希望将两个这样的特征对齐,以帮助支持个人防护设备的开发,这有助于避免呼吸道感染的传播。
    ZnO nanorod nonwoven fabrics (ZNRN) were developed through hydrothermal synthesis to facilitate the prevention of the transmission of respiratory pathogens. The superhydrophobicity and antibacterial properties of ZNRN were improved through the response surface methodology. The synthesized material exhibited significant water repellency, indicated by a water contact angle of 163.9°, and thus demonstrated antibacterial rates of 91.8% for Escherichia coli (E. coli) and 79.75% for Staphylococcus aureus (S. aureus). This indicated that E. coli with thinner peptidoglycan may be more easily killed than S. aureus. This study identified significant effects of synthesis conditions on the antibacterial effectiveness, with comprehensive multivariate analyses elucidating the underlying correlations. In addition, the ZnO nanorod structure of ZNRN was characterized through SEM and XRD analyses. It endows the properties of superhydrophobicity (thus preventing bacteria from adhering to the ZNRN surface) and antibacterial capacity (thus damaging cells through the puncturing of these nanorods). Consequently, the alignment of two such features is desired to help support the development of personal protective equipment, which assists in avoiding the spread of respiratory infections.
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  • 文章类型: Journal Article
    对生物活性化合物的草药的广泛研究表明,它们可以替代合成药物,减少副作用和经济负担。尤其是,人们对天然产物的协同作用越来越感兴趣,这意味着它们的联合使用可能会提高治疗效果。本研究旨在探讨姜黄(CurcumalongaL.)和黑胡椒(PipernigrumL.)提取物对肺正常(MRC-5)和癌症(A549和NCI-H292)细胞系的协同作用。姜黄提取物(TM)仅影响肺癌细胞系,但对MRC-5细胞系没有影响。另一方面,黑胡椒提取物(BP)对肺正常或癌细胞系没有任何损害,即使浓度高达400微克/毫升。响应面法用于预测TM和BP的理想协同浓度(EC50)。发现分别为48.5和241.7µg/mL,分别。值得注意的是,与单独暴露于TM相比,选定的条件导致更高的细胞毒性,表明了有效的协同作用。在这种联合治疗下,A549细胞的姜黄素降解速率显着降低至49.72±5.00nmol/h/µg,而NCI-H292细胞则降低至47.53±4.78nmol/h/µg,分别,与单独的姜黄素相比。一起来看,这项研究证实了TM和BP对肺癌细胞系的有效协同作用。需要进一步研究以确定其特定的协同机制。我们的发现为TM和BP的协同作用提供了重要的基础数据。
    Extensive research on medicinal herbs for bioactive compounds proposes that they could replace synthetic drugs, reducing side effects and economic burdens. Especially, interest in the synergistic benefits of natural products is increasing, implying that their combined use may enhance therapeutic effectiveness. This study aimed to explore the synergetic effects of turmeric (Curcuma longa L.) and black pepper (Piper nigrum L.) extract on lung normal (MRC-5) and cancer (A549 and NCI-H292) cell lines. The turmeric extract (TM) only affected the lung cancer cell lines, but it had no impact on the MRC-5 cell line. On the other hand, the black pepper extract (BP) did not cause any damage to either the lung normal or cancer cell lines, even at concentrations of up to 400 µg/mL. Response surface methodology was used to predict the ideal synergistic concentrations (EC50) of TM and BP, which were found to be 48.5 and 241.7 µg/mL, respectively. Notably, the selected condition resulted in higher cytotoxicity compared to the exposure to TM alone, indicating a potent synergetic effect. The rate of curcumin degradation under this combined treatment was significantly decreased to 49.72 ± 5.00 nmol/h/µg for A549 cells and 47.53 ± 4.78 nmol/h/µg for NCI-H292 cells, respectively, as compared to curcumin alone. Taken together, this study confirmed the potent synergistic effect of TM and BP on lung cancer cell lines. Further research is required to identify their specific synergetic mechanisms. Our findings provide crucial foundational data on the synergistic effects of TM and BP.
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  • 文章类型: Journal Article
    燃烧化石燃料会导致有毒气体排放增加,因此,科学家们正试图寻找替代的绿色燃料。重要的替代燃料之一是生物柴油。然而,使用生态友好的原材料是一个主要因素。可持续催化剂应该具有高性能,好活动,容易从反应细胞中分离,和可再生性。在这项研究中,为了解决上述问题,首次使用NaOH@氧化石墨烯-Fe3O4作为磁性催化剂从废弃食用油中生产生物柴油。晶体结构,功能组,用XRD研究了催化剂的比表面积和形貌,FTIR,BET,和FESEM技术。基于响应面方法的中心复合设计(RSM-CCD)用于通过超声技术生产生物柴油。在以下操作中,最大生物柴油收率为95.88%:甲醇与油的摩尔比为10.52:1,催化剂重量为3.76wt%,电压为49.58kHz,和33.29分钟的时间。生物柴油的物理化学表征基于ASTM标准。由于五个循环的再生,磁性催化剂对游离脂肪酸高度静止。动力学研究结果与一级动力学具有良好的一致性,活化能和阿伦尼乌斯常数分别为49.2kJ/min和16.47*1010min-1。
    Burning fossil fuels causes toxic gas emissions to increase, therefore, scientists are trying to find alternative green fuels. One of the important alternative fuels is biodiesel. However, using eco-friendly primary materials is a main factor. Sustainable catalysts should have high performance, good activity, easy separation from reaction cells, and regenerability. In this study, to solve the mentioned problem NaOH@Graphene oxide-Fe3O4 as a magnetic catalyst was used for the first time to generate biodiesel from waste cooking oil. The crystal structure, functional groups, surface area and morphology of catalyst were studied by XRD, FTIR, BET, and FESEM techniques. The response surface methodology based central composite design (RSM-CCD) was used for biodiesel production via ultrasonic technique. The maximum biodiesel yield was 95.88% in the following operation: 10.52:1 molar ratio of methanol to oil, a catalyst weight of 3.76 wt%, a voltage of 49.58 kHz, and a time of 33.29 min. The physiochemical characterization of biodiesel was based to ASTM standard. The magnetic catalyst was high standstill to free fatty acid due to the five cycle\'s regeneration. The kinetic study results possess good agreement with first-order kinetics as well as the activation energy and Arrhenius constant are 49.2 kJ/min and 16.47 * 1010 min-1, respectively.
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  • 文章类型: Journal Article
    制药污染物,一组新出现的污染物,近年来引起了极大的关注,它们从水生环境中的去除已经得到解决。在目前的研究中,开发了一种新的基于海绵的移动床生物膜反应器(MBBR),以去除化学需氧量(COD)和药物化合物布洛芬(IBU)。构建了一个30升的中试规模MBBR,从德黑兰南部污水处理厂的第一个澄清池的废水中连续进料。控制的操作参数是pH值在自然范围内,溶解氧为1.5-2mg/L,平均悬浮混合液悬浮固体(MLSS),混合液挥发性悬浮固体(MLVSS)为1.68±0.1g/L和1.48±0.1g/L,分别。水力停留时间(HRT)(5h,10h,15h),填充率(10%,20%,30%),和初始IBU浓度(2mg/L,5mg/L,评估了10mg/L)的去除效率。这项研究的结果表明,COD的去除效率范围为48.9至96.7%,在HRT为10h时观察到最佳去除效率,20%的填充率,初始IBU浓度为2mg/L同时,IBU去除率从25%到92.7%,在相同的HRT和填充比下观察到最高的去除效率,尽管初始IBU浓度为5mg/L。将HRT从5小时延长至10小时可显着提高COD和IBU的去除。然而,从10小时进一步延长至15小时,对COD和IBU的去除效率略有提高,甚至在某些情况下,去除效率下降。根据获得的结果,选择20%的填充率作为最佳状态。将IBU的初始浓度从2mg/L增加到5mg/L通常可以改善COD和IBU的去除,而从5到10mg/L的增加导致COD和IBU去除率下降。本研究还优化了反应器的效率COD和IBU去除通过使用响应面法(RSM)与HRT的独立变量,填充率,和初始IBU浓度。在这方面,二次模型被发现是显著的。利用中央复合设计(CCD),HRT为10小时时的最佳运行参数,21%的填充率,确定IBU的初始浓度为3mg/L,实现最高的COD和IBU去除效率。本研究表明,基于海绵的MBBR是一种有前途的COD和IBU去除技术。
    Pharmaceutical pollutants, a group of emerging contaminants, have attracted outstanding attention in recent years, and their removal from aquatic environments has been addressed. In the current study, a new sponge-based moving bed biofilm reactor (MBBR) was developed to remove chemical oxygen demand (COD) and the pharmaceutical compound Ibuprofen (IBU). A 30-L pilot scale MBBR was constructed, which was continuously fed from the effluent of the first clarifier of the Southern Tehran wastewater treatment plant. The controlled operational parameters were pH in the natural range, Dissolved Oxygen of 1.5-2 mg/L, average suspended mixed liquor suspended solids (MLSS), and mixed liquor volatile suspended solids (MLVSS) of 1.68 ± 0.1 g/L and 1.48 ± 0.1 g/L, respectively. The effect of hydraulic retention time (HRT) (5 h, 10 h, 15 h), filling ratio (10%, 20%, 30%), and initial IBU concentration (2 mg/L, 5 mg/L, 10 mg/L) on removal efficiencies was assessed. The findings of this study revealed a COD removal efficiency ranging from 48.9 to 96.7%, with the best removal efficiency observed at an HRT of 10 h, a filling ratio of 20%, and an initial IBU concentration of 2 mg/L. Simultaneously, the IBU removal rate ranged from 25 to 92.7%, with the highest removal efficiency observed under the same HRT and filling ratio, albeit with an initial IBU concentration of 5 mg/L. An extension of HRT from 5 to 10 h significantly improved both COD and IBU removal. However, further extension from 10 to 15 h slightly enhanced the removal efficiency of COD and IBU, and even in some cases, removal efficiency decreased. Based on the obtained results, 20% of the filling ratio was chosen as the optimum state. Increasing the initial concentration of IBU from 2 to 5 mg/L generally improved COD and IBU removal, whereas an increase from 5 to 10 mg/L caused a decline in COD and IBU removal. This study also optimized the reactor\'s efficiency for COD and IBU removal by using response surface methodology (RSM) with independent variables of HRT, filling ratio, and initial IBU concentration. In this regard, the quadratic model was found to be significant. Utilizing the central composite design (CCD), the optimal operating parameters at an HRT of 10 h, a filling ratio of 21%, and an initial IBU concentration of 3 mg/L were pinpointed, achieving the highest COD and IBU removal efficiencies. The present study demonstrated that sponge-based MBBR stands out as a promising technology for COD and IBU removal.
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  • 文章类型: Journal Article
    人造砂(MS)是超高性能混凝土(UHPC)中石英砂(QS)的有前途的替代骨料,用于制备超高性能人造砂混凝土(UHPMC),具有高强度的特点,低成本,和环境友好。在这项研究中,包括水胶比在内的可变组成特性的影响,石粉(SP)含量,基于响应面法(RSM),比较和分析了MS替代率对UHPMC的力学和抗弯强度的影响。同时,使用声发射(AE)技术对UHPMC在压缩和弯曲应力过程中的损伤特性进行了监测和评估。结果表明,UHPMC的抗压强度和抗弯强度均与水胶比呈负相关,而与MS替代率呈正相关。随着石粉含量的增加,它们倾向于首先增加,然后减少。在具有高MS替代率和低水胶比的混凝土的荷载-位移曲线中,弹性阶段的斜率更陡,刚度较高,弯曲韧性和延展性也较好。具有10%至0%石粉含量的试样呈现较陡的弹性相斜率,稍高的刚度,和优越的延展性。具有低MS置换率和高水胶比的试样显示出较早的开裂和较弱的抗性。破坏过程复杂且非常不稳定。基于RA-AF的损伤模式分析表明,在四点弯曲试验下,MS替代率的增加和水胶比的降低都可以减少UHPMC试样的拉伸开裂。虽然10%石粉可以稍微减缓裂纹的生长,故障模式不会受到明显影响。
    Manufactured sand (MS) is a promising alternative aggregate to quartz sand (QS) in ultra-high-performance concrete (UHPC) in the preparation of ultra-high-performance manufactured sand concrete (UHPMC), which possesses the characteristics of high strength, low cost, and environmental friendliness. In this study, the effects of variable compositional characteristics including the water-binder ratio, the stone powder (SP) content, and the MS replacement ratio on the mechanical and flexural strength of UHPMC were compared and analyzed based on response surface methodology (RSM). Meanwhile, the damage characteristics of UHPMC during compressive and flexural stress were monitored and evaluated using acoustic emission (AE) technology. The results reveal that the compressive and flexural strengths of UHPMC are both negatively correlated with the water-binder ratio, while they are positively correlated with the MS replacement rate. They tend to firstly increase and subsequently decrease with the increase in the stone powder content. In the load-displacement curve of concrete with a high MS replacement ratio and a low water-binder ratio, the slope in the elastic stage is steeper, the stiffness is higher, and the bending toughness and ductility are also better. The specimens with a 10% to 0% stone powder content present a steeper elastic phase slope, a slightly higher stiffness, and superior ductility. The specimens with a low MS replacement ratio and a high water-binder ratio display earlier cracking and weaker resistance, and the destruction process is complex and very unstable. The damage mode analysis based on RA-AF shows that an increase in the MS replacement ratio and a decrease in the water-binder ratio can both reduce the tensile cracking of UHPMC specimens under a four-point bending test. Although 10% stone powder can marginally slow down crack growth, the failure mode is not significantly affected.
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  • 文章类型: Journal Article
    根据对镰刀菌和黑曲霉的抗真菌特性,采用响应面法(RSM)来优化酒花视锥的超临界二氧化碳萃取工艺参数。温度的影响(40-50°C),压力(200-300巴),和CO2消耗(25-75kgCO2/kg)对提取产量的影响,α-和β-酸的含量,以及病原体生长抑制进行了研究。压力和CO2消耗都对抗真菌性能有显著影响。观察到,当用纯二氧化碳在50°C的温度下提取啤酒花球果时,可获得最佳的抗真菌效果,在300bar的压力下,CO2消耗在75kgCO2/kg的提取进料水平。酒花锥超临界二氧化碳提取物的最高抗真菌特性被分析为镰刀菌的100%和黑曲霉的68%,计算为测试病原体的生长抑制。研究的目的是确定提取参数的最佳值,以实现最大响应,并使我们能够研究这些参数对啤酒花锥提取物的抗真菌特性的相互作用。
    Response surface methodology (RSM) was employed to optimize the process parameters of the supercritical carbon dioxide extraction of hop cones in terms of their antifungal properties against Fusarium culmorum and Aspergillus niger. The effects of temperature (40-50 °C), pressure (200-300 bar), and CO2 consumption (25-75 kgCO2/kg) on the extraction yield, content of α- and β-acids, as well as pathogens\' growth inhibition were investigated. Both pressure and CO2 consumption had a significant effect on antifungal properties. It was observed that the best results for antifungal properties were obtained when hop cones were extracted with pure carbon dioxide at the temperature of 50 °C, under the pressure of 300 bar with CO2 consumption at the level of 75 kgCO2/kg of feed for extraction. The highest antifungal properties of hop cone supercritical carbon dioxide extracts were analyzed as 100% for Fusarium culmorum and 68% for Aspergillus niger, calculated as the growth inhibition of tested pathogens. The aim of the study was to determine the optimum values of extraction parameters to achieve the maximum response and enable us to investigate the interaction of these parameters on the antifungal properties of hop cone extracts.
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  • 文章类型: Journal Article
    有效地管理多个工艺参数对于实现增材制造的最佳性能至关重要。本研究调查了熔融沉积建模(FDM)中的八个关键参数之间的关系及其对平均表面粗糙度(Ra)等响应的影响,抗拉强度(TS),碳纤维增强聚酰胺12(PA12-CF)材料的弯曲强度(FS)。该研究集成了响应面方法(RSM),灰色关联分析(GRA),和灰狼优化(GWO)来实现这一目标。使用基于响应RSM的确定性筛选设计(DSD)计划了总共51个实验。印刷工艺参数,包括层厚度,填充密度,和构建方向,显著影响Ra,TS,和FS。GRA将反应合并为一个单一的措施,灰色关联度(GRG),并建立了回归模型。然后采用GWO来优化跨参数的GRG。与GRA优化参数的比较证明了GWO发现精炼解决方案的能力,将平均表面粗糙度降低至4.63μm,将拉伸强度和弯曲强度提高至88.5MPa和103.12MPa,分别。实际意义突出了GWO在工业环境中的重要性,其中优化的参数导致降低成本和提高产品质量。这种集成方法为优化FDM流程提供了系统的方法,确保增材制造应用的鲁棒性和效率。
    Efficiently managing multiple process parameters is critical for achieving optimal performance in additive manufacturing. This study investigates the relationship between eight key parameters in fused deposition modeling (FDM) and their impact on responses like average surface roughness (Ra), tensile strength (TS), and flexural strength (FS) of carbon fiber-reinforced polyamide 12 (PA 12-CF) material. The study integrates response surface methodology (RSM), grey relational analysis (GRA), and grey wolf optimization (GWO) to achieve this goal. A total of 51 experiments were planned using a definitive screening design (DSD) based on response RSM. The printing process parameters, including layer thickness, infill density, and build orientation, significantly affect Ra, TS, and FS. GRA combines responses into a single measure, grey relational grade (GRG), and a regression model is developed. GWO is then employed to optimize GRG across parameters. Comparison with GRA-optimized parameters demonstrates GWO\'s ability to discover refined solutions, reducing average surface roughness to 4.63 μm and increasing tensile strength and flexural strength to 88.5 MPa and 103.12 MPa, respectively. Practical implications highlight the significance of GWO in industrial settings, where optimized parameters lead to reduced costs and improved product quality. This integrated approach offers a systematic methodology for optimizing FDM processes, ensuring robustness and efficiency in additive manufacturing applications.
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  • 文章类型: Journal Article
    本研究旨在建立一种快速简便的微波辅助消解样品前处理方法,以测定天然产物中的氨基酸谱。该方法用于分析不同种植产地的QuisqualisFructus(QF)的氨基酸图谱。通过响应面法(RSM)优化了微波辅助消解条件,根据优化的消化条件,通过自动氨基酸分析仪测定了QF不同种植来源的17种氨基酸。通过指纹图谱和化学计量学分析进一步分析了不同种植产地QF中17种氨基酸的含量。微波消解温度为167℃,微波消解时间24分钟,选择固液比46.5g/mL作为最佳消化条件。不同种植产地QF中17种氨基酸的总含量为71.88~91.03mg/g。氨基酸组成和营养评价表明,药用氨基酸含量高于芳香氨基酸。指纹图谱分析结果表明,16批QF之间的相似性范围为0.889至0.999,而化学计量学分析表明,QF中的氨基酸含量因种植来源而异。筛选了6种重要的差异氨基酸。与传统的提取方法相比,响应面优化的微波辅助消解具有快速性,便利性,和可靠性,可用于研究天然产物中的氨基酸谱。QF的氨基酸谱表明其具有丰富的药用营养价值。QF的不同种植来源具有高度相似性,可以通过化学计量学分析有效区分。
    This study aims to establish a rapid and convenient microwave-assisted digestion method for sample pretreatment to determine amino acid profiles in natural products. This method was applied to analyze the amino acid profiles of Quisqualis Fructus (QF) from different planted origins. The microwave-assisted digestion conditions were optimized by a response surface methodology (RSM), and 17 amino acids in different planted origins of QF were determined by an automatic amino acid analyzer according to the optimized digestion conditions. The contents of 17 amino acids in QF from different planted origins were further analyzed by fingerprint and chemometric analysis. The temperature of microwave digestion at 167 °C, time of microwave digestion at 24 min, and a solid-liquid ratio of 46.5 g/mL was selected as the optimal digestion conditions. The total content of 17 amino acids in QF from different planted origins ranged from 71.88 to 91.03 mg/g. Amino acid composition and nutritional evaluation indicated that the content of medicinal amino acids was higher than aromatic amino acids. The results of fingerprint analysis reflected that the similarity between the 16 batches of QF ranged from 0.889 to 0.999, while chemometrics analysis indicated amino acid content in QF varied from different planted origins, and six important differential amino acids were screened. Compared with the traditional extraction method, microwave-assisted digestion with response surface optimized has the advantages of rapidity, convenience, and reliability, which could be used to study the amino acid profiles in natural products. The amino acid profile of QF indicated that it has a rich medicinal nutritional value. Different planted origins of QF have a high degree of similarity and could be effectively distinguished by chemometric analysis.
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