基于平行因子算法的三维荧光光谱检测真菌毒素

真菌毒素具有荧光特性,因此可以用三维荧光光谱分析方法来检测真菌毒素浓度。在检测过程中,通过去除瑞利散射、平滑等光谱预处理后,采用平行因子算法(PARAFAC)建立回归模型,并由该模型依据待测样本的三维荧光光谱数据计算出真菌毒素的浓度。对一组含有不同浓度真菌毒素B1的白酒样本进行实验,结果表明:针对三维荧光光谱数据,由于掺杂的干扰比较多,进行光谱预处理可以提高建模效果;采用三维的PARAFAC建模方法效果要比常规的二维建模方法好;由于PARAFAC对组分数很敏感,所以建模过程中选择适当的组分数对模型的效果影响比较大。     

基于三维荧光光谱的乳制品脂氧化判别方法

为快速、无损判别乳制品脂氧化程度,提出了利用乳制品三维荧光光谱的氧化水平进行判别的方法。该方法用平行因子分析对荧光矩阵进行分解,用载荷向量组确定脂氧化过程中的光敏成分,用不同成分得分向量对样本进行聚类,并建立了不同氧化水平样本的偏最小二乘判别模型。实验采集不同存储环境下氧化程度各异的酸奶样本,找出了核黄素等荧光团在脂氧化过程中的变化规律,选取得分向量建立偏最小二乘判别模型对不同存储阶段氧化程度各异的样本判别分类,其特异度和灵敏度达88.9%以上,验证了该法对评判乳制品脂氧化水平的有效性。     

三维荧光光谱结合物理和数学分离研究溶解性有机质组成

采用分子排阻色谱和激发/多波段发射荧光检测器,结合三维荧光光谱和平行因子分析,研究了新、老填埋垃圾渗滤液中溶解性有机质( DOM)的组成。实验结果表明,两种渗滤液来源的DOM均含有类蛋白和类腐殖质物质。在新填埋垃圾渗滤液中,类蛋白物质有4种存在形态,包括大分子蛋白质形态、高/低分子量腐殖质结合态和多肽/氨基酸形态;在老填埋垃圾渗滤液DOM中,类蛋白物质只有两种形态,分别为大分子蛋白质形态和腐殖质结合态。相比于分子排阻色谱,三维荧光光谱结合平行因子分析能够分辨出腐殖质和非腐殖质结合态的类蛋白物质,但不能有效区分蛋白质和以多肽/氨基酸形态存在的类蛋白物质。结果表明,三维荧光光谱结合平行因子分析和分子排阻色谱,可以表征DOM中不同形态分布的类蛋白和类腐殖质物质。     

三维荧光光谱的应用研究

本文通过实验探讨了三维荧光光谱在罗丹明B研究中的应用,结果显示,罗丹明B(RhB)三维荧光光谱图较二维荧光光谱图能更详细地描述被测组分的部分性质,可为综合考查罗丹明B的结构特征提供参考。文中还对近年来三维荧光光谱分析技术在不同领域中的应用做了简要介绍。     

三维荧光光谱法在多组分稀土分析中的应用

本文研究了HFA-TOPO-Triton X-100体系中铕、钐、铽和镝的三维荧光光谱,拟定了三维荧光光谱法同时测定这四个稀土元素的分析方法。     

茶多酚的三维荧光光谱特征

应用三维荧光光谱技术,研究了茶多酚溶液的三维荧光光谱特征,以及不同浓度、pH值、缓冲液、有机溶剂等因素对可见光区荧光的影响。研究表明:茶多酚溶液的三维光谱可分为三区(以激发波长/发射波长λex/λem表示):Ⅰ区:210 nm/315 nm、270 nm/315 nm;Ⅱ区:335 nm/395 nm;Ⅲ区:490 nm/515 nm。随浓度增大,茶多酚荧光的激发、发射波长逐渐红移。茶多酚浓度3 mg/mL,溶液pH 7.55条件下可灵敏检测Ⅲ区可见光区荧光;常用缓冲溶液对Ⅲ区荧光均有不同程度的增敏效果;质子化溶剂有利于Ⅲ区的荧光发射。据此可为茶多酚的快速、无损分析检测及应用开发提供新的思路。     

三维荧光二阶校正法用于尿液样中氢化可的松的定量测定

本文提出了三维荧光光谱结合二阶校正算法实现人体尿液样中氢化可的松定量测定的新方法。氢化可的松本身的荧光较弱,但与浓硫酸反应后可以生成强荧光的化合物。利用这一特性,采用浓硫酸为氧化剂,设定在激发波长为300-370nm、发射波长为400-580nm范围内测定尿液样中氢化可的松的三维荧光光谱,构建三维响应数据阵,然后运用基于三线性分解的二阶校正算法进行解析。当组分数N取3时,采用基于平行因子分析（PARAFAC）算法的Z-阶校正法的平均回收率为98.6±4.1％,预测残差平方根（RMSEP）为0.0114;采用基于满秩平行因子分析（FRA-PARAFAc）算法的二阶校正法的平均回收率和RMSEP分别为99.3±2.4％和0.0066。两种算法可以得到相近且满意的结果。     

两种不同光谱类型的R-藻红蛋白的荧光性质研究

红藻中的R-藻红蛋白(R-PE)依照其吸收光谱可分为两种不同的光谱类型,即“双峰型”和“三峰型”。本文通过对不同pH条件下的R-PE的荧光光谱及荧光寿命的研究,发现“三峰型”R-PE的pH稳定范围较“双峰型”R-PE大。在R-PE浓度对荧光光谱的影响实验中,随着蛋白浓度的增加,荧光峰位置逐渐红移。荧光寿命逐渐增大,荧光强度先行增加而后减弱。用碘离子对其荧光进行猝灭,随着碘离子浓度的增大,荧光强度逐渐降低,荧光寿命逐渐缩短,并服从Stem-Volmer规则。     

不同环境介质中芘的三维荧光光谱研究

本文首次运用三维荧光光谱研究芘在不同环境介质中的荧光特性, 揭示芘的F3/F4反映的是环境有序性介质的形成, 而不是所处环境极性大小的一个量度,F1/F3才是其所处环境极性大小的一个量度, 结果显示芘的三维荧光光谱可以更好地对环境性质进行研究, 将进一步扩大芘的应用范围。     

城市污水处理过程中有机污染物三维荧光特性的变化规律

采用三维荧光光谱法研究了城市污水处理过程中溶解性有机物的三维荧光特性变化规律。研究结果表明,生活污水中荧光类溶解性有机物主要以类蛋白有机物、UV腐殖质和可见腐殖质为主;污水生物处理前后特征荧光峰中心位置和强度均发生明显的改变,表明污水中有机物的相对组成和含量随生物处理过程而变化。三维特征荧光参数可以反映污水处理过程中污染物的种类、性质和含量变化等丰富信息。其测定迅速简便、灵敏度高,可用于污水处理效果的定性分析、定量评价,易于实现污水处理过程的实时在线监测,指导污水处理工艺的设计、运行、管理和控制。     

堆肥过程不同分子量水溶性有机物电子转移能力的演变及影响因素

利用超滤技术、电化学方法和光谱技术, 以堆肥水溶性有机物的不同分子量(MW)组分为研究对象, 分析在堆肥过程中不同分子量水溶性有机物(DOM)的组成特征、结构演变和电子转移能力变化的影响因素.结果表明, 类蛋白物质主要存在于堆肥前期的DOM(MW<1 kDa)中, 随着堆肥的进行, 类蛋白物质不断降解, 类富里酸物质持续合成, 堆肥后期类蛋白物质被完全降解, 类富里酸物质成为DOM(MW<1 kDa)主要的荧光组分.类腐殖物质是DOM(MW=1～3 kDa)、DOM(MW=3～5 kDa)和DOM(MW>5 kDa)的主要荧光组分, 堆肥过程中类腐殖质物质在3种不同分子量组分的变化各不相同, 但是堆肥后期类腐殖质物质在3个不同分子量组分的含量均高于堆肥初期. 堆肥过程中DOM(MW<1 kDa)的电子供给能力(EDC)呈降低趋势, 而电子接受能力(EAC)呈升高趋势; DOM(MW>5 kDa)的EDC在堆肥过程中呈上升趋势, 而EAC则无明显的变化规律.DOM(MW=1～3 kDa)和DOM(MW=3～5 kDa)的EDC和EAC在整个堆肥过程无明显变化规律.不同分子量组分堆肥DOM 的EAC受控于堆肥过程木质素降解产物的含量, 而其EDC变化与荧光参数和紫外参数无明显关系.     

Three-way Resolution of the Overlapping Ultrahigh-performance Liquid Spectrochromatograms for the Analysis of a Quaternary Mixture Using Parallel Factor Analysis

This paper presents a new application of three-way parallel factor analysis (3W-PARAFAC) model to the coeluting spectrochromatograms for the quantitative resolution of a quaternary mixture system consisting of paracetamol, propyphenazone, and caffeine with aspirin as an internal standard. Spectrochromatograms of calibration standards, validation sets, and unknown samples were recorded as a function of retention time and wavelength in the range of 0.0–2.5?min and 200–400?nm, respectively, using ultra-performance liquid chromatography with photodiode array detection (UPLC-PDA). Three-way UPLC-PDA data array X (retention time?×?wavelength?×?sample) was obtained from the data matrices of the spectrochromatograms. 3W-PARAFAC decomposition of three-way UPLC-PDA data array provided three loading matrices corresponding to chromatographic mode, spectral mode, and relative concentration mode. Quantitative estimation of paracetamol, propyphenazone, and caffeine in analyzed samples was accomplished using the relative concentration mode obtained by the deconvolution of the UPLC-PDA data set. The validity and ability of 3W-PARAFAC model were checked by analyzing independent test samples. It was observed from analyses that 3W-PARAFAC method has potential to uniquely resolve strongly overlapping peaks of analyzed compounds in a spectrochromatogram, which was obtained under experimental conditions consisting of the lower flow rate, short run time, and simple mobile phase composition. The proposed three-way chemometric approach was successfully applied to the simultaneous quantification of paracetamol, propyphenazone, and caffeine in tablets. Experiments showed that the determination results were in good agreement with label amount in commercial pharmaceutical preparation.     

Multivariate Analysis Revealed Ultrasonic-Assisted Extraction Improves Anti-Melanoma Activity of Non-Flavonoid Compounds in Indonesian Brown Algae Ethanol Extract

Indonesia has high biodiversity of algae that are under-utilised due to limitations in the processing techniques. Here, we observed the effect of two different extraction methods (cold maceration and ultrasonic-assisted extraction (UAE)) on multiple variables of Indonesian brown algae ethanol extracts (Sargassum polycystum, Sargassum cristaefolium, Sargassum aquifolium and Turbinaria ornata). The variables observed included metabolites screening by untargeted metabolomics liquid chromatography-high-resolution mass spectrometry (LC-HRMS), observation of total phenolic content (TPC), total flavonoid content (TFC), anti-oxidant and B16-F10 melanoma cells cytotoxicity. UAE extracts had higher extraction yield and TPC, but no TFC difference was observed. UAE extract had more lipophilic compounds, such as fatty acids (Palmitic acid, Oleamide, Palmitoleic acid, Eicosapentaenoic acid, α-Linolenic acid, Arachidonic acid), lipid-derived mediators (11,12-Epoxyeicosatrienoic acid ((±)11(12)-EET)), steroid derivatives (Ergosterol peroxide), lipophilic metabolite (Fucoxanthin), and lipid-soluble vitamins (all-trans-retinol). Principle component analysis (PCA) revealed that TPC, not TFC, in the UAE extracts was correlated with the anti-oxidant activities and cytotoxicity of the extracts towards B16-F10 melanoma cells. This means other non-flavonoid phenolic and lipophilic compounds may have contributed to its bioactivity. These results suggest that out of the two methods investigated, UAE could be a chosen method to extract natural anti-melanogenic agents from brown algae.     

Assessment of Organic Source Contributions in Coastal Waters by Principal Component and Factor Analysis of the Dissolved and Particulate Hydrocarbon and Fatty Acid Contents

Abstract

Principal component (PCA) and factor analysis (FA) are evaluated for the interpretation of the information contained in large datasets resulting from the study of environmental samples by gas chromatography (GC) and GC coupled to mass spectrometry (GC-MS). A case involving the identification and quantitation of 64 variables (hydrocarbons and fatty acids) in 87 water samples (dissolved and particulate fractions) of a coastal system (Ebre Delta) has been selected for examination.

PCA has evidenced important differences between the dissolved and particulate materials, as well as between the particulates collected in the bays and those obtained in the river and channels. PCA has also allowed the identification of outlier samples in the dissolved fraction. Independent application of FA to each of these groups has provided a useful method for the characterization of diverse algal, terrestrial, microbial and anthropogenic inputs. Direct correspondences between these source inputs and factor loadings have provided a selection of representative components of each contribution in the coastal system.     

聚苯胺在有机溶剂中掺杂质子酸的In-site UV-Vis光谱及其因子分析法解谱

对聚苯胺在有机溶剂中掺杂质子酸的反应进行了in-situ UV-Vis光谱跟踪,用因子分析法对掺杂反应机理进行了研究.结果表明,聚苯胺在有机溶剂中掺杂质子酸的过程可能存在着两个并行反应:一个是掺杂与脱掺杂的动态平衡过程,在实验条件下反应的平衡常数约为k=5.16(24℃);另一个反应为副反应,生成的产物结构介于本征态与平衡掺杂态之间,很可能是反应过程中形成的包含不同掺杂形态的混合体.     

MestReNova软件在有机化合物波谱解析教学中的应用*

以6-甲氧基-7-羟基香豆素的核磁共振氢谱为例,介绍了MestReNova软件在有机化合物波谱解析教学中的具体应用。通过学生对该核磁软件的熟悉和应用,更深理解核磁光谱中所涉及的参数,如化学位移、偶合常数的由来、积分比例与质子数目的关系等,进而提高学生的学习兴趣和学习积极性,在独立处理图谱基础上解析图谱,更好地将理论知识应用到解析实例中,理论知识和实际应用有机融合,有利于培养学生探索能力、解决实际问题的能力,为将来进入科研领域培养思维能力和独立思考能力。