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MiR-625-5p Modulates the Metastasis and Proliferation of Gastric Cancer Cells by Governing the M6A Demethylase ALKBH5 MiR-625-5p 通过调控 M6A 去甲基化酶 ALKBH5 调节胃癌细胞的转移和增殖
IF 1.8 4区 化学 Q3 CHEMISTRY, ANALYTICAL Pub Date : 2024-05-28 DOI: 10.2174/0115734110290125240520062925
Wenjun Jiang, Xiaodi Guo, Shanbo Ma, Yuanhong Chang, Ya Li
Background: Gastric cancer is a prevalent malignant tumor globally, with metastasis and recurrence serving as primary contributors to the diminished survival rates observed in patients with advanced stages of the disease. Despite numerous investigations into the pathogenesis of gastric cancer, the significance of m6A demethylase ALKBH5 in the initiation and progression of the disease has been established, yet its precise mechanism remains incompletely understood. Methods: Immunohistochemistry was utilized for the evaluation of ALKBH5 expression in gastric cancer tissues, while RT-qPCR and WB were employed for the analysis of ALKBH5 expression in cells. Additionally, the levels of m6A methylation in RNA were assessed using the EpiQuikTM m6A methylation quantitative assay kit. The proliferative and metastatic potentials of gastric cancer cells were assessed using the CCK-8 and Transwell cell assays, respectively. The binding site between miR-625-5p and ALKBH5 was predicted through the TargetScan website, and the interaction was confirmed using a dual luciferase reporter assay. Results: The research findings indicated a significant increase in m6A methylation levels in gastric cancer cells, concomitant with a substantial decrease in ALKBH5 expression. ALKBH5 can inhibit the proliferation and metastasis of gastric cancer cells. Additionally, the interaction between miR- 625-5p and the 3'-UTR of ALKBH5 mRNA, resulting in the suppression of ALKBH5 expression, was validated. Conclusions: Through its specific interaction with ALKBH5, miR-625-5p modulates the proliferation and metastatic potential of gastric cancer cells, bridging a previously unexplored link in the pathogenesis of gastric cancer between miR-625-5p and ALKBH5. This finding suggests that miR- 625-5p could be a potential target for treating gastric cancer, with the goal of enhancing patient outcomes and quality of life.
背景:胃癌是一种全球流行的恶性肿瘤,转移和复发是导致晚期胃癌患者生存率下降的主要原因。尽管对胃癌的发病机制进行了大量研究,但 m6A 去甲基化酶 ALKBH5 在胃癌发病和进展过程中的重要作用已被证实,但其确切机制仍不完全清楚。研究方法免疫组化法评估胃癌组织中 ALKBH5 的表达,RT-qPCR 和 WB 法分析细胞中 ALKBH5 的表达。此外,还使用 EpiQuikTM m6A 甲基化定量检测试剂盒评估了 RNA 中的 m6A 甲基化水平。利用 CCK-8 和 Transwell 细胞检测法分别评估了胃癌细胞的增殖潜能和转移潜能。通过 TargetScan 网站预测了 miR-625-5p 与 ALKBH5 的结合位点,并用双荧光素酶报告实验证实了这种相互作用。结果研究结果表明,胃癌细胞中 m6A 甲基化水平明显增加,同时 ALKBH5 的表达量大幅下降。ALKBH5 能抑制胃癌细胞的增殖和转移。此外,研究还验证了 miR- 625-5p 与 ALKBH5 mRNA 的 3'-UTR 相互作用,从而抑制了 ALKBH5 的表达。结论通过与 ALKBH5 的特异性相互作用,miR-625-5p 调节了胃癌细胞的增殖和转移潜能,在 miR-625-5p 和 ALKBH5 之间架起了一座以前未曾探索过的胃癌发病机制的桥梁。这一发现表明,miR- 625-5p 可以成为治疗胃癌的潜在靶点,从而提高患者的预后和生活质量。
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引用次数: 0
A Typology and Lead Isotope and Cultural Exchange Study on Bronze Knives from Shuangyuan Cemetery, Chengdu City, Southwest China 中国西南部成都市双源墓地出土青铜刀的类型、铅同位素及文化交流研究
IF 1.8 4区 化学 Q3 CHEMISTRY, ANALYTICAL Pub Date : 2024-05-13 DOI: 10.2174/0115734110304194240503103902
Xiaoting Wang, Yingdong Yang, Tianyou Wang, Wugan Luo
Background: Bronze knives, which have been excavated in large quantities and acquired hierarchical significance, are essential artifacts in Shu State in Southwest China. Building upon previous typological analyses of bronze knives, it is hypothesized that Shu culture may have imported foreign-style bronze knives. However, further demonstration of the provenance of metal materials, the typology of knives, and the cultural exchange necessitates a comprehensive examination through the lens of scientific analysis. The purpose of this study is to investigate the differences in the manufacturing processes and metal resources of Shu bronze knives with various cultural styles and whether bronze knives in the foreign styles were imported or locally imitated. Methods: In this study, the typology, portable X-ray fluorescence spectrometry and multi-collector inductively coupled plasma mass spectrometry were used to analyze twenty-four bronze knives unearthed from Shuangyuan cemetery, a cemetery of the Eastern Zhou Dynasty in Chengdu City, Sichuan Province, Southwest China. Results: The results of the study show that the knives of Shuangyuan Cemetery can be classified typologically into five types, encompassing both local and foreign styles. The predominant alloy composition of these knives is lead-tin bronze, characterized by a notably high tin content. Lead isotope ratios indicate that metal materials from the South China geochemical province and Yangtze geochemical province were mainly used to manufacture the bronze knives unearthed from the Shu state Conclusion: While the majority of foreign-style knives with ring-shaped heads were likely imported from neighboring regions like Chu state, distinctively styled type D and type E bronze knives appear to have been locally imitated by the Shu, showcasing a blend of external influences and indigenous innovation. The combination of typology and scientific analysis of the bronze knife may shed new light on the study of the Shu culture of the Eastern Zhou period.
背景:青铜刀是中国西南地区蜀国的重要器物,出土量大,具有等级意义。根据以往对青铜刀的类型学分析,推测蜀文化可能曾传入过外来风格的青铜刀。然而,要进一步证明金属材料的来源、刀的类型和文化交流,就必须通过科学分析的视角进行全面考察。本研究的目的是探讨不同文化风格的蜀国青铜刀在制造工艺和金属资源方面的差异,以及外来风格的青铜刀是舶来品还是本地仿制品。研究方法:本研究采用类型学、便携式 X 射线荧光光谱仪和多收集器电感耦合等离子体质谱仪对四川省成都市双元东周墓地出土的 24 件青铜刀进行了分析。研究结果研究结果表明,双源墓地出土的青铜刀从类型上可分为五种,既有本地风格,也有外来风格。这些刀具的主要合金成分是铅锡青铜,其特点是锡含量明显偏高。铅同位素比值表明,蜀国墓地出土的青铜刀主要使用了华南地球化学省和长江地球化学省的金属材料:大部分外来的环首刀可能是从楚国等周边地区传入的,而风格独特的D型和E型青铜刀似乎是蜀人在当地仿制的,体现了外来影响与本土创新的融合。将青铜刀的类型学与科学分析相结合,可为东周时期的蜀文化研究提供新的启示。
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引用次数: 0
Investigating the Effects of Urea-Zinc Sulfate-L Phenylalanine on the Corrosion Inhibition of Mild Steel Exposed to pH-4 Sulfuric Acid 研究尿素硫酸锌-苯丙氨酸对暴露于 pH-4 硫酸中的低碳钢的缓蚀效果
IF 1.8 4区 化学 Q3 CHEMISTRY, ANALYTICAL Pub Date : 2024-05-13 DOI: 10.2174/0115734110296231240501170801
M.B Geetha, Rajesh Nithyanandam, Jenish Soosai, S.S. Rajendran
Background: Corrosion of mild steel is a risk to material and stability. The practice of corrosion inhibitors is a cost-effective corrosion modification method for mild steel. Organic inhibitors rich in electrons might have an excellent ability to prevent corrosion. This study aims to assess the inhibitory effect of the mixture of Urea, Zinc Sulfate, and L-Phenylalanine, which has a high electron density Methods: MS corrosion was experimentally performed using H2SO4 at a pH of 4. Different gravimetric and conventional techniques, such as polarization, AC impedance AFM, UV, and fluorescence, were used to examine the studied data. Results: According to gravimetric measurements, this combination produced 93% effective inhibition. The findings of the impedance test proved that the mixture of inhibitors that was adsorbed on the metal surface effectively prevented corrosion. Conclusion: Likewise, according to the Polarization measurements, the inhibitor exhibits mixed-type performance with significant cathodic activity. UV, Fluorescence, and AFM findings showed that MS corrosion was suppressed because the inhibitor molecule adhered to the metal's surface and reduced.
背景:低碳钢的腐蚀对材料和稳定性都有风险。使用缓蚀剂是一种经济有效的低碳钢腐蚀改性方法。富含电子的有机缓蚀剂可能具有出色的防腐蚀能力。本研究旨在评估尿素、硫酸锌和具有高电子密度方法的 L-苯丙氨酸混合物的缓蚀效果:使用极化、交流阻抗原子力显微镜、紫外线和荧光等不同的重量测量法和常规技术来检测研究数据。研究结果重力测量结果显示,该组合的有效抑制率为 93%。阻抗测试结果证明,吸附在金属表面的抑制剂混合物能有效防止腐蚀。结论同样,根据极化测量结果,该抑制剂表现出混合型性能,具有显著的阴极活性。紫外线、荧光和原子力显微镜研究结果表明,由于抑制剂分子附着在金属表面并减少,MS 腐蚀被抑制。
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引用次数: 0
A New Modified Carbon Paste Electrode for Selective Determination of Chromium(III) in Pharmaceutical Drugs and Food Samples 一种新型改性碳浆电极,用于选择性检测药品和食品样品中的铬(III)含量
IF 1.8 4区 化学 Q3 CHEMISTRY, ANALYTICAL Pub Date : 2024-05-13 DOI: 10.2174/0115734110300593240325060533
Safa S. EL-Sanafery, Khaled M. Hussein, Ashraf A. Abbas, M. M. Omar, Gehad G. Mohamed
Background and Objective: This study presents a novel potentiometric method for the precise, accurate, selective, and rapid determination of Cr(III) ion concentration in different samples. Methods: A new ionophore, namely macrocyclic tetramide ionophore (MCTA), was synthesized through an inexpensive and straightforward approach, yielding a high-quality product. The (MCTA) ionophore was utilized as the active center in the preparation of modified carbon paste electrodes (MCPEs) to quantify the Cr(III) ion. The paste was made by adding graphite, MCTA, and plasticizer and mixing them in varying weight percent ratios. Results: The proposed electrodes, I and II, exhibited a trivalent Nernstian response of 20.029 ±0.57 and 20.3±0.56 mV decade-1 , respectively, with linearity of 1.0x10-7 – 1.0x10-2 and 1.0x10-5 – 1.0x10- 2 mol L-1 . Electrodes I and II were examined for their pH, response time, and thermal stability. In comparison to other mono-, bi-, and trivalent cations, starch, and sugars, the electrodes demonstrated a high degree of selectivity for Cr(III). The modified electrodes were used to determine the concentration of Cr(III) in various real samples, including drug tablets, juice extractions, and tap water, with acceptable recovery values. Conclusion: The results were compared with those obtained using the previously reported method, with no significant difference observed between them, as indicated by the F and t-test values. The data showed good accuracy and precision, as well as a high percentage of recovery. The adsorption capacity of the MCTA ionophore towards Cr(III) ions was also examined.
背景与目的:本研究提出了一种新颖的电位法,用于精确、准确、选择性地快速测定不同样品中的 Cr(III) 离子浓度。方法:通过一种廉价而简单的方法合成了一种新的离子源,即大环四胺离子源(MCTA),并获得了高质量的产品。在制备改性碳浆电极(MCPEs)时,利用(MCTA)离子团作为活性中心来定量检测铬(III)离子。将石墨、MCTA 和增塑剂按不同的重量百分比比例混合制成碳浆。结果:拟制电极 I 和 II 的三价 Nernstian 响应分别为 20.029 ±0.57 和 20.3±0.56 mV decade-1,线性度分别为 1.0x10-7 - 1.0x10-2 和 1.0x10-5 - 1.0x10- 2 mol L-1。对电极 I 和 II 的 pH 值、响应时间和热稳定性进行了检测。与其他一价、二价和三价阳离子、淀粉和糖相比,电极对 Cr(III) 具有高度的选择性。改良电极可用于测定各种实际样品(包括药物片剂、果汁提取物和自来水)中的三价铬浓度,且回收率可接受。结论将结果与之前报告的方法进行了比较,从 F 检验值和 t 检验值可以看出,两者之间没有显著差异。数据显示了良好的准确度和精确度,以及较高的回收率。此外,还考察了 MCTA 离子团对 Cr(III) 离子的吸附能力。
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引用次数: 0
Recent Advances in Technologies for Removing Nanoparticles from Water 去除水中纳米颗粒技术的最新进展
IF 1.8 4区 化学 Q3 CHEMISTRY, ANALYTICAL Pub Date : 2024-05-08 DOI: 10.2174/0115734110303211240430161337
Yankai Liang, Kinjal J. Shah, Yongjun Sun
:: Nanoparticles are widely used in manufacturing, daily life applications, and other fields because of their unique properties. However, the nanoparticles that end up in surface water are difficult to break down naturally and cause environmental hazards that cannot be ignored. In this paper, the migration mode of nanoparticles in the environment was proposed, and the factors affecting the removal efficiency of nanoparticles mainly include ionic strength, natural organic matter, surface properties, etc. The common methods for removing nanoparticles mainly include coagulation precipitation methods, activated sludge methods, membrane filtration methods, and adsorption methods. In addition, new technologies such as photothermal removal and electro-adsorption have also been applied to remove nanoparticles in water. In future research, combining the advantages of different removal methods and using different methods interactively to remove nanoparticles in water could become a new research direction.
::纳米粒子因其独特的性质被广泛应用于制造业、日常生活应用和其他领域。然而,最终进入地表水的纳米颗粒难以自然分解,对环境造成的危害不容忽视。本文提出了纳米粒子在环境中的迁移模式,影响纳米粒子去除效率的因素主要包括离子强度、天然有机物、表面性质等。去除纳米颗粒的常用方法主要有混凝沉淀法、活性污泥法、膜过滤法和吸附法等。此外,光热去除、电吸附等新技术也被应用于去除水中的纳米颗粒。在未来的研究中,结合不同去除方法的优势,交互使用不同方法去除水中的纳米颗粒可能会成为一个新的研究方向。
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引用次数: 0
Recent Trends in Therapeutic and Electroanalytical Applications of Boron-Doped Diamond Sensors 掺硼金刚石传感器在治疗和电分析领域应用的最新趋势
IF 1.8 4区 化学 Q3 CHEMISTRY, ANALYTICAL Pub Date : 2024-05-08 DOI: 10.2174/0115734110304322240430053410
Anish Soni, Prabhjot Kaur, Rohit Bhatia, Naresh Kumar Rangra
:: In recent years, research and development efforts have been heavily focused on conductive diamond electrodes for electrochemical applications. Such initiatives may have been spurred by their broad potential window, low background current, chemical inertness, and mechanical robustness. Compared to other carbon-based materials, conducting diamond can oxidize several analytes before the breakdown of water in aqueous electrolytes. Since the evolution of oxygen and hydrogen does not obstruct the analysis, this is significant for the detection and/or identification of species in solution. As a result, conductive diamond electrodes expand the application of electrochemical detection and make it possible to use them for analytes that are incompatible with traditional electrode materials. Fabricating boron-doped diamond films via chemical vapor deposition on different substrates is of special interest. This article highlights the therapeutic and electroanalytical applications of boron-doped diamond electrodes in various aspects in addition to the synthetic strategies to obtain Boron Doped Diamond Electrodes (BDDE), the cost-effectiveness of BDD and its in-vivo compatibility that will help the analytical researchers to learn almost everything about the previous studies done on BDDE and encourage them to work more efficiently in this research field.
::近年来,电化学应用领域的研发工作主要集中在导电金刚石电极上。这些举措可能是受其广泛的潜力窗口、低本底电流、化学惰性和机械坚固性的刺激。与其他碳基材料相比,导电金刚石可以在水性电解质中的水分解之前氧化多种分析物。由于氧气和氢气的演化不会妨碍分析,这对检测和/或鉴定溶液中的物种具有重要意义。因此,导电金刚石电极扩大了电化学检测的应用范围,使其有可能用于检测与传统电极材料不相容的分析物。通过化学气相沉积法在不同基底上制备掺硼金刚石薄膜尤其令人感兴趣。本文重点介绍了掺硼金刚石电极在治疗和电分析应用的各个方面,以及获得掺硼金刚石电极 (BDDE) 的合成策略、BDD 的成本效益及其体内兼容性,这将有助于分析研究人员了解有关 BDDE 的以往研究的几乎所有信息,并鼓励他们在这一研究领域更有效地工作。
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引用次数: 0
Studies on Quantitative Determination of Polyphenols in Seven Harvesting Times of Salvia deserta Schang Leaves and its Stability Evaluation 七次采收丹参叶中多酚的定量测定及其稳定性评价研究
IF 1.8 4区 化学 Q3 CHEMISTRY, ANALYTICAL Pub Date : 2024-05-07 DOI: 10.2174/0115734110294424240429040920
Linyang Wang, Aniwar Ikemu, Liwa Wang, Shuge Tian
Introduction: Leaves of Salvia deserta Schang at seven harvesting times in the same year were collected as the materials. Method: The polyphenols were determined by the Folin–Ciocaileu method and High-Performance Liquid Chromatography (HPLC) to compare the quality of samples. The stability of polyphenols was studied under different conditions (light, temperature, pH, common additives). objective: The contents of total polyphenols in samples of different growth stages were determined by Folin-Ciocaileu colorimetry. The contents of rosmarinic acid and caffeic acid in samples of different growth stages were determined by HPLC. The stability of polyphenols in Salvia deserta Schang Leaves was investigated by measuring the change of polyphenol retention rate in different media (light, temperature, pH, oxidant, sugar, preservative, salt and citric acid) Results: The results showed that the established method is fast, simple and reliable, which is fully validated in terms of outstanding validation data. High Performance Liquid Chromatography (HPLC) for the determination of total polyphenol content can be quickly and accurately detected, reducing the error of manual determination of the content. The study of polyphenol stability was carried out using a UV spectrophotometer (UV) in order to explore the potential factors affecting polyphenol stability as much as possible and to make the study as scientific and rigorous as possible. The results of quantitative determination showed that there are obvious differences in the content of polyphenols in seven samples. The contents of total polyphenols, rosmarinic acid (RA) and caffeic acid (CA) in the samples harvested in July reached the highest level of 41.37, 26.73 and 1.05 mg/g. Conclusion: The results of the stability assay found that light could damage the stability of polyphenols in samples, especially UV light. Polyphenols are quite sensitive to high temperatures. While polyphenols are less stable when exposed to high alkali conditions and salt treatment, they are much more stable when subjected to low concentrations of redox agents, carbohydrates, and preservatives. The developed methods and stability evaluation provide valuable basis information for quality evaluation and the following use of polyphenols in S. deserta Schang leaves.
简介采集当年七次采收的丹参叶片作为材料。方法:采用 Folin-Ciocaileu 法和高效液相色谱法测定丹参多酚:采用 Folin-Ciocaileu 法和高效液相色谱法(HPLC)测定多酚含量,以比较样品的质量。研究了在不同条件(光照、温度、pH 值、常见添加剂)下多酚的稳定性:采用 Folin-Ciocaileu 比色法测定不同生长阶段样品中总多酚的含量。采用高效液相色谱法测定不同生长阶段样品中迷迭香酸和咖啡酸的含量。通过测定不同介质(光、温度、pH 值、氧化剂、糖、防腐剂、盐和柠檬酸)中丹参多酚保留率的变化,研究了丹参多酚的稳定性:结果表明,所建立的方法快速、简便、可靠,验证数据充分。采用高效液相色谱法测定总多酚含量,可以快速准确地检测出多酚的含量,减少了人工测定含量的误差。多酚稳定性的研究采用紫外分光光度计(UV),以尽可能探究影响多酚稳定性的潜在因素,使研究尽可能科学、严谨。定量测定结果表明,七个样品中的多酚含量存在明显差异。7 月份采收的样品中总多酚、迷迭香酸(RA)和咖啡酸(CA)的含量最高,分别为 41.37、26.73 和 1.05 mg/g。结论稳定性检测结果表明,光线会破坏样品中多酚的稳定性,尤其是紫外线。多酚对高温相当敏感。虽然多酚在高碱条件和盐处理下的稳定性较差,但在氧化还原剂、碳水化合物和防腐剂浓度较低的情况下,多酚的稳定性要好得多。所开发的方法和稳定性评估为质量评估和后续使用 S. deserta Schang 叶中的多酚提供了宝贵的基础信息。
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引用次数: 0
Analysis of Seven Terpenoids by HS-SPME Coupled with GC-MS for the Identification and Classification of Different Teas 利用 HS-SPME 与 GC-MS 联用分析七种萜类化合物,对不同茶叶进行鉴定和分类
IF 1.8 4区 化学 Q3 CHEMISTRY, ANALYTICAL Pub Date : 2024-05-07 DOI: 10.2174/0115734110301044240426170020
Yangzhou Xie, Yi Yang, Yu Tian, Zhimin Liu, Zhigang Xu, Wei Jiang, Zhihua Liu, Xiaoxi Si
Background: Terpenoids are essential aroma substances in teas, and their concentration brings various characteristics to different teas. Therefore, developing a simple and stable method is necessary for distinguishing tea categories. Objective: In previous studies, more attention was paid to non-chiral isomers of terpenes due to the challenges of separating chiral isomers. So, this paper aims to present a method for effectively separating seven terpenoid substances, including chiral isomers and non-chiral isomers, to facilitate the classification and identification of teas. objective: In previous studies, more attention was paid to non-chiral isomers of terpeniods due to the challenges with separating chiral isomers. So, this paper aims to present a method for effectively separating seven terpenoid substances, including chiral isomers and non-chiral isomers, to facilitate the classification and identification of teas. Methods: A method utilizing headspace solid-phase microextraction coupled with gas chromatography- mass spectrometry was used to isolate and analyze 7 terpenoid compounds. After optimized conditions, the BGB-176 chiral column and the PDMS/DVB fiber were selected for subsequent analysis. Results: This method has a good linear range of 0.1-200 mg/L, and its linear correlation coefficients are between 0.9974 and 0.9994, and the limit of detection and the limit of quantification is 0.02–0.03 and 0.06–0.09 mg/L, respectively. Only five terpenoid substances were detected in a total of 15 tea samples. Furthermore, In the detection of carvon and α-ionone optical isomers, the S isomer was mainly detected. Conclusions: An effective approach was developed to separate and analyze 7 terpenoid compounds in natural and synthetic teas. Meanwhile, 15 tea samples can be identified and classified using principal component analysis.
背景:萜类化合物是茶叶中不可或缺的香气物质,它们的浓度会给不同的茶叶带来不同的特征。因此,有必要开发一种简单而稳定的方法来区分茶叶类别。研究目的在以往的研究中,由于分离手性异构体的难题,人们更多地关注萜烯类化合物的非手性异构体。因此,本文旨在提出一种有效分离七种萜类物质(包括手性异构体和非手性异构体)的方法,以促进茶叶的分类和鉴定:在以往的研究中,由于分离手性异构体的难题,人们更多地关注萜类化合物的非手性异构体。因此,本文旨在介绍一种有效分离七种萜类物质(包括手性异构体和非手性异构体)的方法,以促进茶叶的分类和鉴定。方法:采用顶空固相微萃取-气相色谱-质谱联用方法分离分析了 7 种萜类化合物。优化条件后,选择 BGB-176 手性色谱柱和 PDMS/DVB 纤维进行后续分析。结果表明该方法的线性范围为0.1~200 mg/L,线性相关系数为0.9974~0.9994,检出限和定量限分别为0.02~0.03 mg/L和0.06~0.09 mg/L。在总共 15 份茶叶样品中,只检测到 5 种萜类物质。此外,在检测香芹酮和α-葱酮光学异构体时,主要检测到 S 异构体。结论建立了一种有效的方法来分离和分析天然茶叶和合成茶叶中的 7 种萜类化合物。同时,利用主成分分析法对 15 个茶叶样品进行了鉴定和分类。
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引用次数: 0
Deep Learning-enhanced Hyperspectral Imaging for the Rapid Identification and Classification of Foodborne Pathogens 深度学习增强型高光谱成像技术用于食源性病原体的快速识别和分类
IF 1.8 4区 化学 Q3 CHEMISTRY, ANALYTICAL Pub Date : 2024-05-07 DOI: 10.2174/0115734110287027240427064546
Hanjing Ge
Background: Bacterial cellulose (BC) is a versatile biomaterial with numerous applications, and the identification of bacterial strains that produce it is of great importance. This study explores the effectiveness of a Stacked Autoencoder (SAE)-based deep learning method for the classification of bacterial cellulose-producing bacteria. Objective: The primary objective of this research is to assess the potential of SAE-based classification models in accurately identifying and classifying bacterial cellulose-producing bacteria, with a particular focus on strain GZ-01. objective: The primary objective of this research is to assess the potential of SAE-based classification models in accurately identifying and classifying bacterial cellulose-producing bacteria, with a particular focus on strain GZ-01. Methods: Strain GZ-01 was isolated and subjected to a comprehensive characterization process, including morphological observations, physiological and biochemical analysis, and 16S rDNA sequencing. These methods were employed to determine the identity of strain GZ-01, ultimately recognized as Acetobacter Okinawa. The study compares the performance of SAE-based classification models to traditional methods like Principal Component Analysis (PCA). Results: The SAE-based classifier exhibits outstanding performance, achieving an impressive accuracy of 94.9% in the recognition and classification of bacterial cellulose-producing bacteria. This approach surpasses the efficacy of conventional PCA in handling the complexities of this classification task. Conclusion: The findings from this research highlight the immense potential of utilizing nanotechnology- driven data analysis methods, such as Stacked Autoencoders, in the realm of bacterial cellulose research. These advanced techniques offer a promising avenue for enhancing the efficiency and accuracy of bacterial cellulose-producing bacteria classification, which has significant implications for various applications in biotechnology and materials science.
背景:细菌纤维素(BC)是一种用途广泛的生物材料,其应用领域非常广泛,而鉴定产生这种材料的细菌菌株则非常重要。本研究探讨了基于堆栈式自动编码器(SAE)的深度学习方法在细菌纤维素生产菌分类中的有效性。研究目的本研究的主要目的是评估基于 SAE 的分类模型在准确识别和分类细菌纤维素产生菌方面的潜力,尤其关注菌株 GZ-01。目标:本研究的主要目的是评估基于 SAE 的分类模型在准确识别和分类细菌纤维素产生菌方面的潜力,尤其关注菌株 GZ-01:本研究的主要目的是评估基于 SAE 的分类模型在准确识别和分类细菌纤维素生产菌方面的潜力,尤其侧重于菌株 GZ-01。研究方法:分离菌株 GZ-01 并对其进行全面鉴定,包括形态观察、生理生化分析和 16S rDNA 测序。通过这些方法确定了 GZ-01 菌株的身份,最终确认其为冲绳醋酸杆菌。该研究比较了基于 SAE 的分类模型与传统方法(如主成分分析 (PCA))的性能。结果显示基于 SAE 的分类器表现出色,在识别和分类产纤维素细菌方面的准确率高达 94.9%,令人印象深刻。在处理这项复杂的分类任务时,这种方法超越了传统 PCA 的功效。结论这项研究的结果凸显了利用纳米技术驱动的数据分析方法(如堆叠自动编码器)在细菌纤维素研究领域的巨大潜力。这些先进的技术为提高细菌纤维素产生菌分类的效率和准确性提供了一条大有可为的途径,对生物技术和材料科学领域的各种应用具有重要意义。
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引用次数: 0
A Polyacrylate Cotton-based Pipette Tip Micro-solid-phase Extraction Technique Coupled with High-performance Liquid Chromatography for Carvedilol Determination in Aqueous Media 基于聚丙烯酸酯棉花的移液管吸头微固相萃取技术与高效液相色谱联用测定水介质中的卡维地洛
IF 1.8 4区 化学 Q3 CHEMISTRY, ANALYTICAL Pub Date : 2024-05-03 DOI: 10.2174/0115734110307066240425055358
Golchin Poryan, Maedeh Noori, Zahra Talebpour, Hassan Y. Aboul-Enein
Introduction: In this work, a polyacrylate polymer was synthesized into a pipette tip containing cotton fibers and used to extract carvedilol from water and urine samples. Methods: A high-performance liquid chromatography-ultraviolet detection method was developed, which demonstrated the suitability of the purposed pipette tip micro-solid-phase extraction device. Factors affecting the fabrication procedure and polymer quality were studied and optimized. In the next step, the sample preparation process (including extraction and desorption) was fully optimized, and the optimized method was validated. Results: A coating with suitable mechanical and chemical stability was achieved. Its structure was successfully characterized by Fourier transform infrared spectroscopy and scanning electron microscopy. Within-batch and between-batch fabrication reproducibility were obtained at 3.0 and 9.0 %, respectively. The developed method displayed a limit of detection of 1.1 µg L-1 when 1.5 mL of sample was processed, and it was linear in the concentration range of 3.3-350 µg L-1 with LLOQ of 5 µg L-1 . The polyacrylate cotton-based pipette tip was finally used to extract carvedilol from aqueous media with acceptable recoveries of 92-106%. Conclusion: The proposed method is simple and fast and requires low sample volumes. In addition, this method has been evaluated in terms of greenness with three different tools, and the evaluation results with all three tools have shown that this method is one of the green and environmentally friendly methods.
简介本研究将聚丙烯酸酯聚合物合成到含有棉纤维的吸头中,用于从水和尿液样品中提取卡维地洛。提取方法建立了高效液相色谱-紫外检测方法,证明了吸头微固相萃取装置的适用性。对影响制造程序和聚合物质量的因素进行了研究和优化。下一步,对样品制备过程(包括萃取和解吸)进行了全面优化,并对优化后的方法进行了验证。结果:获得了具有适当机械和化学稳定性的涂层。傅立叶变换红外光谱和扫描电子显微镜成功地对其结构进行了表征。批内和批间的制造重现性分别为 3.0% 和 9.0%。所开发的方法在处理 1.5 mL 样品时的检测限为 1.1 µg L-1,在 3.3-350 µg L-1 浓度范围内线性良好,最低检测限为 5 µg L-1。最后使用聚丙烯酸酯棉基吸头从水介质中提取卡维地洛,回收率为 92-106%。结论所提出的方法简单快捷,所需样品量少。此外,还利用三种不同的工具对该方法的绿色性进行了评估,三种工具的评估结果均表明该方法是绿色环保的方法之一。
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Current Analytical Chemistry
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