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Deep Learning for Raman Spectroscopy: A Review 拉曼光谱的深度学习研究进展
Pub Date : 2022-07-19 DOI: 10.3390/analytica3030020
Ruihao Luo, J. Popp, T. Bocklitz
Raman spectroscopy (RS) is a spectroscopic method which indirectly measures the vibrational states within samples. This information on vibrational states can be utilized as spectroscopic fingerprints of the sample, which, subsequently, can be used in a wide range of application scenarios to determine the chemical composition of the sample without altering it, or to predict a sample property, such as the disease state of patients. These two examples are only a small portion of the application scenarios, which range from biomedical diagnostics to material science questions. However, the Raman signal is weak and due to the label-free character of RS, the Raman data is untargeted. Therefore, the analysis of Raman spectra is challenging and machine learning based chemometric models are needed. As a subset of representation learning algorithms, deep learning (DL) has had great success in data science for the analysis of Raman spectra and photonic data in general. In this review, recent developments of DL algorithms for Raman spectroscopy and the current challenges in the application of these algorithms will be discussed.
拉曼光谱(RS)是一种间接测量样品内部振动状态的光谱方法。这些关于振动状态的信息可以用作样品的光谱指纹,随后可以在广泛的应用场景中使用,以在不改变样品的情况下确定样品的化学成分,或预测样品的性质,例如患者的疾病状态。这两个例子只是应用场景的一小部分,应用范围从生物医学诊断到材料科学问题。然而,由于RS的无标签特性,拉曼信号很弱,因此拉曼数据是无目标的。因此,拉曼光谱的分析具有挑战性,需要基于机器学习的化学计量模型。作为表征学习算法的一个子集,深度学习在拉曼光谱和光子数据分析的数据科学中取得了巨大的成功。在这篇综述中,将讨论拉曼光谱DL算法的最新发展以及这些算法在应用中的当前挑战。
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引用次数: 24
Oil Media on Paper: Investigating the Effect of Linseed Oils on Lignocellulosic Paper Supports 纸上的油媒:研究亚麻籽油对木质纤维素纸载体的影响
Pub Date : 2022-07-02 DOI: 10.3390/analytica3030019
P. Banou, S. Boyatzis, Konstantinos Choulis, Thanasis Karabotsos, Dimitris Tsimogiannis, L. Tsakanika, C. Tzia, A. Alexopoulou
Condition assessment of works of art created with oil media on paper could be a complex matter when presenting problems of damage due to the absorption of oil binders by the paper support, since they depend on several factors and occur in variable conditions. The present work refers to the results of an investigation on the effect of linseed oils on the color, opacity, morphology, tensile strength, and chemical properties of lignocellulosic papers, in comparison to that of pure cellulosic papers. Lignocellulosic papers are involved in research on new, yet significant, parameters that might influence the behavior of the oil-impregnated areas of the supports upon aging. The research was applied to mock-ups, made of two types of lignocellulosic paper impregnated with three types of linseed oil and subjected to accelaratated ageing in specific conditions of relative humidity and temperature in closed environment. The research involved colorimetry, opacity, tensile strength, pH measurements, SEM, FTIR, and VOC analysis with GC-MS. The results indicated that thermal-humid ageing caused the gradual darkening of the oil-impregnated mock-ups, alterations in opacity, and decrease of pH values, depending mainly on the formulation of linseed oil, as well as a reduction in tensile strength. FTIR analysis results indicated that the chemical changes that occur upon ageing supported the recorded optical and mechanical alterations, while VOC emissions are both associated with the paper type and the kinetics of degradation of the different types of linseed oil.
当呈现出由于纸张支架吸收油粘合剂而造成的损坏问题时,用油介质在纸上创作的艺术作品的状态评估可能是一件复杂的事情,因为它们取决于几个因素,并且发生在可变的条件下。本文研究了亚麻籽油对木质纤维素纸的颜色、不透明度、形态、抗拉强度和化学性能的影响,并将其与纯纤维素纸进行了比较。木质纤维素的论文涉及新的,但重要的,参数的研究,可能会影响油浸渍区域的支撑老化后的行为。该研究应用于两种木质纤维素纸的模型,其中浸渍了三种亚麻籽油,并在特定的相对湿度和温度条件下在封闭环境中进行加速老化。研究包括比色法、不透明度、抗拉强度、pH测量、扫描电镜、红外光谱和挥发性有机化合物分析。结果表明,热湿老化导致浸油模型逐渐变暗,透明度改变,pH值降低,这主要取决于亚麻籽油的配方,以及抗拉强度的降低。FTIR分析结果表明,老化过程中发生的化学变化支持了记录的光学和机械变化,而VOC排放与纸张类型和不同类型亚麻籽油的降解动力学有关。
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引用次数: 2
A Simple and Reliable Liquid Chromatographic Method for Simultaneous Determination of Five Benzodiazepine Drugs in Human Plasma 一种简便可靠的液相色谱法同时测定人血浆中5种苯二氮卓类药物
Pub Date : 2022-06-16 DOI: 10.3390/analytica3020018
H. M. Albishri, Naflaa A. Aldawsari, D. Abd El-Hady
Benzodiazepines (BZDs) are one of the most important drugs that have been used in the treatment of neuropsychological disorders. Indeed, BZDs are abused by drug addicts regardless of their therapeutic uses. Therefore, it was important in forensic and clinical toxicology to reach an easy and reliable method for the screening and quantification of BZDs in the human plasma matrix. In the current work, five BZDs, namely bromazepam, clonazepam, lorazepam, nordiazepam and diazepam were simultaneously separated and detected by a simple and reliable RPLC method in a human plasma matrix. Isocratic mobile elution consisting of 20 mmol L−1 phosphate buffer (pH 7.0) and methanol (50:50, v/v) on a Symmetry C18 column was employed. The flow rate, wavelength and column temperature were fixed at 1.0 mL min−1, 214 nm and 40 °C, respectively. The proposed method was validated, giving a linearity within the concentration ranges 5–500 ng mL−1 for bromazepam and diazepam, 3–500 ng mL−1 for clonazepam and lorazepam and 1–500 ng mL−1 for nordiazepam with a determination coefficient (R2) more than 0.9992. The LOD values for the selected BZDs ranged from 0.54 to 2.32 and from 1.78 to 7.65 ng mL−1 for standard methanolic and plasma matrices, respectively. Precision, accuracy, selectivity, stability, and robustness were some of the terms considered in validating the current RPLC method. Based on these results, a simple and reliable RPLC method was successfully applied to quantify BZDs in human plasma matrix appearing with recoveries ranging from 96.5 to 107.5% and interday RSD less than 4%. The current developed method was useful for rapidly screening the most commonly used BZDs in the market within their therapeutic concentration ranges.
苯二氮卓类药物(BZDs)是目前用于治疗神经心理疾病的重要药物之一。事实上,bzd被吸毒者滥用,无论其治疗用途如何。因此,寻找一种简便、可靠的方法对人血浆基质中BZDs的筛选和定量具有重要的法医学和临床毒理学意义。本工作采用简单可靠的RPLC方法,在人血浆基质中同时分离并检测溴西泮、氯硝西泮、劳拉西泮、去甲西泮和地西泮5种bzd。采用等温流动洗脱,由20 mmol L−1磷酸盐缓冲液(pH 7.0)和甲醇(50:50,v/v)在对称C18柱上组成。流速为1.0 mL min - 1,波长为214 nm,柱温为40℃。结果表明:溴西泮和地西泮在5 ~ 500 ng mL−1、氯硝西泮和劳拉西泮在3 ~ 500 ng mL−1、去硝西泮在1 ~ 500 ng mL−1的浓度范围内呈线性关系,测定系数(R2)均大于0.9992。对于标准甲醇和血浆基质,所选BZDs的LOD值分别为0.54 ~ 2.32和1.78 ~ 7.65 ng mL−1。精密度、准确度、选择性、稳定性和鲁棒性是验证当前RPLC方法所考虑的一些术语。建立了简便可靠的RPLC定量方法,回收率为96.5 ~ 107.5%,日间RSD < 4%。目前开发的方法可用于快速筛选市场上最常用的BZDs在其治疗浓度范围内。
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引用次数: 1
Role of Ionic Liquids in Capillary Electrophoresis 离子液体在毛细管电泳中的作用
Pub Date : 2022-06-02 DOI: 10.3390/analytica3020017
I. Ali, M. Suhail, M. Locatelli, Salim Ali, Hassan Y. Aboul-Enein
Ionic liquids are a very important class of compounds due to their remarkable properties and wide range of applications. On the other hand, capillary electrophoresis is also gaining importance in separation science because of its fast speed and inexpensive nature. The use of ionic liquids in capillary electrophoresis is gaining importance continuously. The present review article describes the applications of ionic liquids in capillary electrophoresis. This article also describes the general aspects of ionic liquids and capillary electrophoresis. The use of ionic liquids in capillary electrophoresis, optimization of separation, mechanism of separation, and toxicity of ionic liquids, as well as their future perspectives, have also been discussed. It was observed that not much work has been performed in capillary electrophoresis using ionic liquids. It was also realized that the use of ionic liquids in capillary electrophoresis could revolutionize analytical science. Briefly, there is a great need for the use of ionic liquids in capillary electrophoresis for better and more effective separation.
离子液体因其优异的性能和广泛的应用而成为一类非常重要的化合物。另一方面,毛细管电泳因其快速、廉价的特性在分离科学中也越来越重要。离子液体在毛细管电泳中的应用日益受到重视。本文综述了离子液体在毛细管电泳中的应用。本文还介绍了离子液体和毛细管电泳的一般情况。讨论了离子液体在毛细管电泳中的应用、分离的优化、分离的机理、离子液体的毒性以及离子液体在毛细管电泳中的应用前景。观察到离子液体在毛细管电泳中所做的工作并不多。人们还认识到,在毛细管电泳中使用离子液体可以彻底改变分析科学。简而言之,离子液体在毛细管电泳中有很大的应用需求,以获得更好和更有效的分离。
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引用次数: 3
In Vitro Antifungal Antibacterial Activity of Partitions from Euphorbia tirucalli L. 大戟分区体外抗真菌活性的研究。
Pub Date : 2022-05-23 DOI: 10.3390/analytica3020016
M. S. Heya, M. J. Verde-Star, S. Galindo-Rodríguez, C. Rivas-Morales, E. Robledo-Leal, D. García-Hernández
We determined the antifungal and antimicrobial sensitivity of Euphorbia tirucalli extracts in vitro. Antifungal and antibacterial activity was determined based on the M38-A and M26-A protocols, respectively. The methanolic and ethanolic partitions demonstrated antidermatophytic activity against Trichophyton rubrum (MIC 125 µg/mL for ethanol and MIC 125 µg/mL for methanol) and T. interdigitalis (MIC 500 µg/mL for ethanol; 125 µg/mL for methanol). These partitions also showed antibacterial activity—the ethanolic partition had an MIC of 1.56 ± 0.02 mg/mL against methicillin-resistant Staphylococcus aureus (clinical isolate), 6.25 ± 0.04 mg/mL against Staphylococcus aureus BAA-44, 3.13 ± 0.13 mg/mL against Pseudomonas aeruginosa 27853, and 3.13 ± 0.15 mg/mL against Escherichia coli ATCC 25922; the methanolic partition showed an MIC of 1.56 ± 0.02 mg/mL against P. aeruginosa 27853 and 1.56 ± 0.043 mg/mL against E. coli ATCC 25922. These partitions show promise as antimicrobial agents or adjuvants in the treatment of infections caused by these microorganisms.
测定了大戟提取物的体外抗真菌活性和抗菌敏感性。分别根据M38-A和M26-A方案测定其抗真菌和抗菌活性。甲醇和乙醇组分对红毛癣菌(MIC 125µg/mL乙醇和MIC 125µg/mL甲醇)和洋地黄(MIC 500µg/mL乙醇)具有抗皮肤真菌活性;甲醇125µg/mL)。对耐甲氧西林金黄色葡萄球菌(临床分离株)的MIC为1.56±0.02 mg/mL,对金黄色葡萄球菌BAA-44的MIC为6.25±0.04 mg/mL,对铜绿假单胞菌27853的MIC为3.13±0.13 mg/mL,对大肠埃希菌ATCC 25922的MIC为3.13±0.15 mg/mL;甲醇组分对铜绿假单胞菌27853和大肠杆菌ATCC 25922的MIC分别为1.56±0.02 mg/mL和1.56±0.043 mg/mL。这些分区在治疗由这些微生物引起的感染方面显示出作为抗菌剂或佐剂的前景。
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引用次数: 0
Methodology for Determining Phthalate Residues by Ultrasound–Vortex-Assisted Dispersive Liquid–Liquid Microextraction and GC-IT/MS in Hot Drink Samples by Vending Machines 自动售货机热饮样品中邻苯二甲酸酯残留量的超声-涡辅助分散液-液微萃取和GC-IT/MS测定方法
Pub Date : 2022-05-05 DOI: 10.3390/analytica3020015
G. Ianiri, Cristina Di Fiore, S. Passarella, Ivan Notardonato, Alessia Iannone, Fabiana Carriera, Virgilio Stillittano, V. De Felice, M. V. Russo, P. Avino
In this study, a simple, fast, and effective methodology has been developed for the detection and quantification of seven phthalates potentially released in hot drinks from disposable containers used in vending machines. The authors determined the optimal conditions to be applied during the various steps of extraction of seven phthalates (DMP, DEP, DBP, DiBP, DEHP, DNOP, and DDP) from hot beverages using a model solution. The extraction and preconcentration technique used was ultrasound–vortex-assisted dispersive liquid–liquid microextraction (UVA-DLLME) followed by gas chromatographic analysis obtaining recoveries from 66.7% to 101.2% with precision and reproducibility <6.3% and <11.1%, respectively. The influence of waiting time, from the dispensing of the drink to its actual consumption, for the extraction of molecules was investigated, obtaining a temporal release profile slightly shifted towards the PAEs with higher molecular weight and vice versa for those with low molecular weight. In addition, the best instrumental parameters to be applied during the analysis of the extracts obtained were established. This optimization was carried out using GC-FID, whereas the analysis of real samples was carried out by means of GC-IT/MS for ultra-trace analysis purposes; limits of detection (LODs) ranging between 0.8 ng mL−1 and 15.4 ng mL−1 and limits of quantification (LOQs) from 1.6 ng mL−1 to 35.8 ng mL−1, both of them lower than those found by FID, were obtained.
本研究开发了一种简单、快速、有效的方法,用于检测和定量自动售货机使用的一次性容器中热饮中可能释放的七种邻苯二甲酸盐。采用模型溶液,确定了从热饮中提取7种邻苯二甲酸酯(DMP、DEP、DBP、DiBP、DEHP、DNOP和DDP)各步骤的最佳条件。采用超声-涡辅助分散液液微萃取(UVA-DLLME) -气相色谱法提取富集,回收率为66.7% ~ 101.2%,精密度<6.3%,重现性<11.1%。研究了从调配饮料到实际消费的等待时间对分子提取的影响,获得了分子量较高的PAEs的时间释放曲线,分子量较低的PAEs的时间释放曲线反之亦然。此外,还确定了提取液分析时的最佳仪器参数。使用GC-FID进行优化,而实际样品的分析使用GC-IT/MS进行超痕量分析;检出限为0.8 ~ 15.4 ng mL−1,定量限为1.6 ~ 35.8 ng mL−1,均低于FID。
{"title":"Methodology for Determining Phthalate Residues by Ultrasound–Vortex-Assisted Dispersive Liquid–Liquid Microextraction and GC-IT/MS in Hot Drink Samples by Vending Machines","authors":"G. Ianiri, Cristina Di Fiore, S. Passarella, Ivan Notardonato, Alessia Iannone, Fabiana Carriera, Virgilio Stillittano, V. De Felice, M. V. Russo, P. Avino","doi":"10.3390/analytica3020015","DOIUrl":"https://doi.org/10.3390/analytica3020015","url":null,"abstract":"In this study, a simple, fast, and effective methodology has been developed for the detection and quantification of seven phthalates potentially released in hot drinks from disposable containers used in vending machines. The authors determined the optimal conditions to be applied during the various steps of extraction of seven phthalates (DMP, DEP, DBP, DiBP, DEHP, DNOP, and DDP) from hot beverages using a model solution. The extraction and preconcentration technique used was ultrasound–vortex-assisted dispersive liquid–liquid microextraction (UVA-DLLME) followed by gas chromatographic analysis obtaining recoveries from 66.7% to 101.2% with precision and reproducibility <6.3% and <11.1%, respectively. The influence of waiting time, from the dispensing of the drink to its actual consumption, for the extraction of molecules was investigated, obtaining a temporal release profile slightly shifted towards the PAEs with higher molecular weight and vice versa for those with low molecular weight. In addition, the best instrumental parameters to be applied during the analysis of the extracts obtained were established. This optimization was carried out using GC-FID, whereas the analysis of real samples was carried out by means of GC-IT/MS for ultra-trace analysis purposes; limits of detection (LODs) ranging between 0.8 ng mL−1 and 15.4 ng mL−1 and limits of quantification (LOQs) from 1.6 ng mL−1 to 35.8 ng mL−1, both of them lower than those found by FID, were obtained.","PeriodicalId":7829,"journal":{"name":"Analytica","volume":"15 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74797887","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of Sweat-Sampling Procedures for Human Stress-Biomarker Detection 人类压力生物标记物检测的汗液取样程序评价
Pub Date : 2022-04-16 DOI: 10.3390/analytica3020013
M. J. Nunes, José J. G. Moura, J. Noronha, L. C. Branco, A. Samhan-Arias, João P. Sousa, C. Rouco, C. Cordas
Sweat is a potential biological fluid for the non-invasive analytical assessment of diverse molecules, including biomarkers. Notwithstanding, the sampling methodology is critical, and it must be assessed prior to using sweat for clinical diagnosis. In the current work, the analytical methodology was further developed taking into account the sampling step, in view of the identification and level variations of sweat components that have potential to be stress biomarkers using separation by liquid chromatography and detection by tandem mass spectrometry, in order to attain a screening profile of 26 molecules in just one stage. As such, the molecule identification was used as a test for the evaluation of the sampling procedures, including the location on the body, using patches for long-term sampling and vials for direct sampling, through a qualitative approach. From this evaluation it was possible to conclude that the sampling may be performed on the chest or back skin. Additionally, possible interference was evaluated. The long-term sampling with patches can be used under both rest and exercise conditions with variation of the detected molecule’s levels. The direct sampling, using vials, has the advantage of not having interferences but the disadvantage of only being effective after exercise in order to have enough sample for sweat analysis.
汗液是一种潜在的生物液体,可用于多种分子(包括生物标志物)的非侵入性分析评估。尽管如此,抽样方法是至关重要的,必须在使用汗液进行临床诊断之前进行评估。在目前的工作中,考虑到有可能成为应激生物标志物的汗液成分的鉴定和水平变化,在采样步骤中进一步发展了分析方法,使用液相色谱分离和串联质谱检测,以便在一个阶段获得26个分子的筛选概况。因此,通过定性方法,分子鉴定被用作评估采样程序的测试,包括在身体上的位置,使用贴片进行长期采样,使用小瓶进行直接采样。从这个评估可以得出结论,取样可能是在胸部或背部皮肤上进行的。此外,还对可能的干扰进行了评估。贴片长期取样可以在休息和运动条件下使用,检测到的分子水平会发生变化。使用小瓶直接取样的优点是没有干扰,缺点是只有在运动后才有效,以便有足够的样本进行汗液分析。
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引用次数: 1
Development and Validation of an HPLC Method for the Determination of Meloxicam and Pantoprazole in a Combined Formulation 高效液相色谱法测定复方美洛昔康和泮托拉唑含量的建立与验证
Pub Date : 2022-04-01 DOI: 10.3390/analytica3020012
Raneem Ahmad, M. Hailat, Z. Zakaraya, O. Al Meanazel, W. Abu Dayyih
Nonsteroidal anti-inflammatory drugs are the most commonly prescribed anti-inflammatory drugs worldwide. The most common side effects are gastrointestinal. Pantoprazole, a proton pump inhibitor (PPI), can be used to prevent these events from occurring. In this study, we attempt to develop and validate a novel method for determining and validating the fixed-dose combination of meloxicam and pantoprazole. A new method has been developed and validated to estimate pantoprazole and meloxicam in a fixed-dose combination using RP-HPLC. In order to separate the drugs, a mobile phase phosphate buffer/acetate was used (30:70, v/v), with a pH of 3.4 and a flow rate of 1.0 mL/min at 25 °C. The detection wavelength for the drugs was at a wavelength of 310 nm. The retention times for meloxicam and pantoprazole were 6 and 9 min, respectively. In concentrations ranging from 0.1 to 200 mg/L, the linearity of the detector was established. The r was 0.9998 for both drugs. Recovery rates ranged from 98 to 102% on average. According to the guidelines of the International Council on Harmonization, the results were satisfactory. Using the method presented herein, the pharmaceutical formulation of the combined meloxicam and pantoprazole can be routinely tested.
非甾体类抗炎药是世界上最常用的抗炎药。最常见的副作用是胃肠道。泮托拉唑是一种质子泵抑制剂(PPI),可以用来防止这些事件的发生。在这项研究中,我们试图开发和验证一种新的方法来确定和验证美洛昔康和泮托拉唑的固定剂量组合。建立并验证了用反相高效液相色谱法测定泮托拉唑和美洛昔康固定剂量组合的新方法。为分离药物,采用流动相磷酸缓冲液/醋酸酯(30:70,v/v), pH为3.4,流速为1.0 mL/min, 25℃。药物的检测波长为310 nm。美洛昔康和泮托拉唑的保留时间分别为6 min和9 min。在0.1 ~ 200mg /L的浓度范围内,建立了检测器的线性关系。两种药物的r均为0.9998。回收率平均为98 ~ 102%。根据国际协调理事会的指导方针,结果令人满意。本方法可对美洛昔康和泮托拉唑的复方进行常规检测。
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引用次数: 2
Rare Earth Elements Determination by Inductively Coupled Plasma Mass Spectrometry after Alkaline Fusion Preparation 碱性熔合制备后电感耦合等离子体质谱法测定稀土元素
Pub Date : 2022-03-18 DOI: 10.3390/analytica3010010
H. Mnculwane
There is an increasing worldwide demand for rare earth elements (REEs) in new technological applications—such as electronics, superconductors, space applications, etc. The determination of low concentration REEs in geological samples is extremely important since they are the source materials for all REE products. In order to improve the accuracy and precision of REE measurements by inductively coupled plasma mass spectrometry (ICP-MS); complete digestion of refractory phases and minerals in the samples, low procedural blanks, separation of interfering matrix, and elimination of interference on the mass of the analytes of interest must be fulfilled. Conventional methods that use a hotplate and a mixture of four acids are effective but can take time to achieve complete dissolution of samples that contain highly refractory phases, which is unacceptable in the mining and metallurgical industry. Such difficult samples necessitate high-temperature alkaline flux fusion as it offers a faster and more efficient alternative to acid digestion. This paper presents an accurate, precise, rapid, and reliable method for rare earth element analysis by ICP-MS with low detection limits, which involves no sample pre-concentration, and is therefore able to deliver data rapidly. The analytical performance of the developed method was tested successfully on various REE rock-type certified reference materials and evaluated statistically. The results obtained were in reasonable agreement with published certificate values.
在电子、超导体、空间应用等新技术应用中,世界范围内对稀土元素的需求不断增加。地质样品中低浓度稀土元素的测定非常重要,因为它们是所有稀土产品的来源材料。为了提高电感耦合等离子体质谱(ICP-MS)测定稀土元素的准确度和精密度;必须完成样品中难溶相和矿物的完全消解,低程序空白,干扰基质的分离,以及对感兴趣的分析物质量的干扰消除。使用热板和四种酸的混合物的传统方法是有效的,但需要时间才能完全溶解含有高度难熔相的样品,这在采矿和冶金工业中是不可接受的。这种困难的样品需要高温碱性熔炼,因为它提供了一个更快,更有效的替代酸消化。本文提出了一种准确、精确、快速、可靠的ICP-MS稀土元素分析方法,检出限低,不需要样品预浓缩,因此能够快速提供数据。该方法在多种稀土岩型认证标准物质上进行了分析性能测试,并进行了统计评价。所得结果与公布的证书值基本一致。
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引用次数: 3
Investigation of Pazopanib and Human Serum Albumin Interaction Using Spectroscopic and Molecular Docking Approaches 利用光谱和分子对接方法研究帕唑帕尼与人血清白蛋白的相互作用
Pub Date : 2022-03-18 DOI: 10.3390/analytica3010011
A. Cetinkaya, M. Caglayan, M. A. Unal, Pinar Beyazkilic, Caglar Elbuken, E. B. Atici, S. Ozkan
Pazopanib (PAZ), a tyrosine kinase inhibitor, is used to treat advanced renal cell carcinoma (RCC) and advanced soft tissue sarcoma (STS). The FDA approved PAZ for RCC in 2009 and for STS in 2012. The antitumor activity of pazopanib, according to the degree of inhibition, shows different results depending on the dose. Renal cell carcinoma is the most sensitive carcinoma to pazopanib, with 77% inhibition at the 10 mg/kg dose. Clinical studies have shown 53% to 65% inhibition in carcinomas such as breast carcinoma, prostate carcinoma, and melanoma. Plasma proteins such as human serum albumin (HSA) have a critical role in transporting and storing bioactive components. This feature of HSA is very important for the development of cancer therapy. Here, we investigated the interaction between PAZ and HSA to evaluate their binding strength, binding types, and conformational change in HSA. We used spectroscopic methods to assess the drug–protein interaction. Fluorescence measurements revealed that the interaction of PAZ with HSA occurred via the static quenching mechanism. The calculated binding number and binding constants were 1.041 and 1.436 × 106 M−1, respectively, at 298.15 K based on fluorescence screening. The high binding constant and calculated Gibbs free energy at different temperatures showed spontaneous and strong binding. Circular dichroism measurements showed that the α-helix structure of HSA was retained as the secondary structure, with a slight reduction in its percentage after adding PAZ. Furthermore, molecular modeling studies suggested that the docking score of PAZ is higher than those of bicalutamide and ibuprofen, the drugs that were chosen as model competitors against PAZ. Accordingly, PAZ was found to replace bicalutamide and ibuprofen on the HSA binding site, which was also confirmed by UV absorption spectroscopy.
帕唑帕尼(PAZ)是一种酪氨酸激酶抑制剂,用于治疗晚期肾细胞癌(RCC)和晚期软组织肉瘤(STS)。FDA于2009年批准了PAZ用于RCC, 2012年批准了STS。帕唑帕尼的抗肿瘤活性根据抑制程度不同,随剂量的不同表现出不同的结果。肾细胞癌是对帕唑帕尼最敏感的癌症,在10 mg/kg剂量下有77%的抑制作用。临床研究表明,对乳腺癌、前列腺癌和黑色素瘤等肿瘤的抑制作用为53%至65%。血浆蛋白如人血清白蛋白(HSA)在运输和储存生物活性成分中起着至关重要的作用。HSA的这一特性对癌症治疗的发展非常重要。在这里,我们研究了PAZ和HSA之间的相互作用,以评估它们的结合强度、结合类型和HSA的构象变化。我们使用光谱方法来评估药物-蛋白质相互作用。荧光测量表明PAZ与HSA的相互作用是通过静态猝灭机制发生的。基于荧光筛选,在298.15 K下计算得到的结合数和结合常数分别为1.041和1.436 × 106 M−1。不同温度下的高结合常数和计算得到的吉布斯自由能显示出自发的强结合。圆二色性测试表明,HSA的α-螺旋结构仍为二级结构,加入PAZ后α-螺旋结构的比例略有降低。此外,分子模型研究表明,PAZ的对接评分高于比卡鲁胺和布洛芬,这两种药物被选为PAZ的模型竞争对手。因此,PAZ取代了比卡鲁胺和布洛芬在HSA结合位点上的位置,并通过紫外吸收光谱证实了这一点。
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引用次数: 0
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