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Exploring the charge transfer enhancement mechanism in selective SERS detection with Mo1-xWxS2@Ag2S nanosheets. 探索 Mo1-xWxS2@Ag2S 纳米片在选择性 SERS 检测中的电荷转移增强机制。
Pub Date : 2025-01-15 Epub Date: 2024-09-18 DOI: 10.1016/j.saa.2024.125133
Qing Chen, Kun Pang, Qiao Tang, Jie Huang, Qianmin Dong, Pei Liang

In order to solve the problem of poor sensitivity and selectivity of conventional SERS substrates, we synthesized Mo1-xWxS2@Ag2S nanosheets in this paper by a two-step hydrothermal method. The structure and morphology of the synthesized Mo1-xWxS2@Ag2S nanosheets were characterized by XRD and SEM,respectively. The results show that the Mo1-xWxS2@Ag2S nanosheet has an irregular layered structure. Further, the SERS properties of Mo1-xWxS2@Ag2S nanosheets were tested by using rhodamine 6G (R6G), crystalline violet (CV), and 4-mercaptobenzoic acid (4-MBA) as probe molecules, respectively. The test results demonstrated that the nanosheets were specific to R6G and CV probe molecules, and the mechanism of selectivity was due to CT enhancement. In addition, Mo1-xWxS2@Ag2S exhibits ultrahigh sensitivity in R6G and CV, with the corresponding detection limit of both reached 10-8 M. And linear fitting of the peak intensities was carried out, with the R2 coefficient of 0.981 and 0.951, respectively. Finally, the relative standard deviations (RSDs) of this Mo1-xWxS2@Ag2S nanosheets was obtained to be 8.56 % by test 1 × 10-4 M R6G at the characteristic peak 613 cm-1, which represents excellent detection repeatability. The Mo1-xWxS2@Ag2S nanosheets are rich in edge-active sites favorable for charge transfer, which can enhance the SERS signals of the target molecules better. Besides, the Raman detection of the surface of Mo1-xWxS2@Ag2S nanosheets using nitrofurantoin (NFT) also reached a detection limit of 10-8 M. Mo1-xWxS2@Ag2S nanosheets substrates can find applications in medicine and provide new strategies for improving the SERS performance.

为了解决传统 SERS 基底灵敏度和选择性差的问题,本文采用两步水热法合成了 Mo1-xWxS2@Ag2S 纳米片。分别用 XRD 和 SEM 对合成的 Mo1-xWxS2@Ag2S 纳米片的结构和形貌进行了表征。结果表明,Mo1-xWxS2@Ag2S 纳米片具有不规则的层状结构。此外,还分别以罗丹明 6G(R6G)、结晶紫(CV)和 4-巯基苯甲酸(4-MBA)为探针分子,测试了 Mo1-xWxS2@Ag2S 纳米片的 SERS 特性。测试结果表明,纳米片对 R6G 和 CV 探针分子具有特异性,其选择性机制是 CT 增强。此外,Mo1-xWxS2@Ag2S 在 R6G 和 CV 中表现出超高的灵敏度,两者的相应检测限均达到 10-8 M。最后,在特征峰 613 cm-1 处测试 1 × 10-4 M R6G,得到该 Mo1-xWxS2@Ag2S 纳米片的相对标准偏差(RSDs)为 8.56%,表明其具有良好的检测重复性。Mo1-xWxS2@Ag2S纳米片富含有利于电荷转移的边缘活性位点,能更好地增强目标分子的SERS信号。此外,用硝基呋喃妥因(NFT)对 Mo1-xWxS2@Ag2S 纳米片表面进行拉曼检测,其检测限也达到了 10-8 M。
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引用次数: 0
Eco-friendly hydrotropic spectrophotometric analysis of ranolazine hydrochloride. 盐酸雷诺拉嗪的环保型水热分光光度法分析。
Pub Date : 2025-01-15 Epub Date: 2024-09-14 DOI: 10.1016/j.saa.2024.125122
Sarthak G Kulkarni, Minal S Patil, Dipali N Patel, Suraj R Chaudhari, Atul A Shirkhedkar

Simple and eco-friendly biodegradable hydrotropes-assisted spectrophotometric experiments have been designed and validated to quantify ranolazine hydrochloride (RAN.HCl) in extended-release tablets. The citric acid and sodium citrate are employed as hydrotropes, serving as promising alternatives to polar organic solvents. The development of rapid and specific spectrophotometric experiments aimed at enhancing the spectral absorption of RAN.HCl. The spectrophotometric experiments are D0 and D0 AUC, in which the highest peak absorbance was observed at 270.50 nm, with an AUC ranging from 265.00 to 275.50 nm. Moreover, spectral analysis of D1 and D2 were conducted with peak amplitudes recorded at 280.00 nm and 274.40 nm, respectively. The AUC in the wavelength ranges 275.00-287.00 nm for D1, and 265.00-279.50 nm for D2 were implemented to quantify RAN.HCl confirms no interference from the common additives incorporated into the marketed preparation. The optimized experiments disclosed a linear relationship in the 0.02-0.16 mg/mL concentration range. The accuracy was performed at 50-150 %, revealing an overall average recovery of 100.02 %. The lowest limits of RAN.HCl that could be accurately detected and quantified were 0.0016 and 0.0049, 0.0018 and 0.0055, 0.0058 and 0.0176, 0.0024 and 0.0075, 0.0074 and 0.0224, 0.0021 and 0.0064 mg/mL, respectively, across these investigations. Statistical analysis revealed no significant differences between the outcomes of the present investigation and those documented in literature reports, based on the t- and F-values at p = 0.05, which were below the theoretical values of 2.2622, 2.3646, 6.26, and 19.20, respectively.

设计并验证了简单、环保的可生物降解的水托品辅助分光光度法实验,用于定量缓释片中的盐酸兰诺拉嗪(RAN.HCl)。柠檬酸和柠檬酸钠被用作水托品,有望替代极性有机溶剂。开发快速、特异的分光光度法实验,旨在增强 RAN.HCl 的光谱吸收。分光光度法实验为 D0 和 D0 AUC,其中在 270.50 纳米处观察到最高吸光度峰值,AUC 范围为 265.00 至 275.50 纳米。此外,还对 D1 和 D2 进行了光谱分析,分别在 280.00 纳米和 274.40 纳米记录到峰值振幅。D1 的 AUC 波长范围为 275.00-287.00 nm,D2 的 AUC 波长范围为 265.00-279.50 nm。优化实验显示,在 0.02-0.16 mg/mL 浓度范围内呈线性关系。准确度为 50-150%,总体平均回收率为 100.02%。在这些研究中,可准确检测和定量的 RAN.HCl 最低限度分别为 0.0016 和 0.0049、0.0018 和 0.0055、0.0058 和 0.0176、0.0024 和 0.0075、0.0074 和 0.0224、0.0021 和 0.0064 mg/mL。根据 p = 0.05 时的 t 值和 F 值(分别低于 2.2622、2.3646、6.26 和 19.20 的理论值),统计分析显示本调查的结果与文献报告中的结果没有明显差异。
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引用次数: 0
Novel quantum dots-based assay for the determination of anti-hypertensive drugs minoxidil and timolol in different matrices. 基于量子点的新型测定法,用于测定不同基质中的抗高血压药物米诺地尔和噻吗洛尔。
Pub Date : 2025-01-15 Epub Date: 2024-09-17 DOI: 10.1016/j.saa.2024.125141
Esraa S Ahmed, Eman A Bahgat, Hanaa Saleh, Mona E El Sharkasy, Fathalla Belal

The present work reports a sensitive, affordable, and ecologically friendly spectrofluorimetric method for the assessment of two antihypertensive medications, namely minoxidil and timolol. Blue-emitting sulfur and nitrogen co-doped carbon quantum dots (S,N-CQDs) were generated by exposing soluble starch and thiourea to a 15-minute microwave treatment. The so- prepared nanodots displayed fluorescence at 276/430 nm with a quantum yield of 22 %. Inspection of the so-prepared nano-sensor verified their doping with nitrogen and sulfur, and their size was in the range of 4.5-9.03 nm. The proposed method was found to be rectilinear in the range of 0.20-5.0 and 2.0-30.0 µg/mL, with LOQs of 0.16 and 0.82 µg/mL for minoxidil and timolol, respectively. The developed method was employed to assess the concentrations of minoxidil and timolol in their pharmaceutical formulations, with %recoveries varying between 99.00 % and 101.94 %, and low RSD values (less than 2 %). The high sensitivity of the developed method allowed its use for timolol measurement in artificial aqueous humor, with % recoveries between 97.60 %.and 101.57 %. The study further examined how each analyte interacted with the prepared dots, leading to a quenching of their fluorescence. Additionally, an interference study was utilized to evaluate the specificity of the proposed approach through determining analyte levels in the existence of common additives, co-formulated drugs, and co-administered drugs. The analytical eco-scale, GAPI and AGREE assessment techniques were utilized to confirm the suggested method greenness.

本研究报告了一种灵敏、经济、生态友好的光谱荧光法,用于评估两种抗高血压药物,即米诺地尔和噻吗洛尔。通过对可溶性淀粉和硫脲进行 15 分钟的微波处理,生成了蓝色发光的硫氮共掺杂碳量子点(S,N-CQDs)。制备的纳米点在 276/430 纳米波长处显示荧光,量子产率为 22%。对制备的纳米传感器的检测证实,它们掺杂了氮和硫,尺寸在 4.5-9.03 纳米之间。所提议的方法在 0.20 至 5.0 和 2.0 至 30.0 µg/mL 范围内具有直线性,米诺地尔和噻吗洛尔的 LOQ 分别为 0.16 和 0.82 µg/mL。所开发的方法可用于评估药物制剂中米诺地尔和噻吗洛尔的浓度,回收率在99.00%和101.94%之间,RSD值较低(小于2%)。所开发的方法灵敏度高,可用于人工水溶液中噻吗洛尔的测定,回收率在 97.60 % 至 101.57 % 之间。研究进一步考察了每种分析物如何与制备的点相互作用,从而导致其荧光淬灭。此外,还进行了干扰研究,通过确定常见添加剂、共同配制药物和共同给药药物中的分析物水平,评估所提出方法的特异性。分析生态尺度、GAPI 和 AGREE 评估技术被用来确认所建议方法的绿色性。
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引用次数: 0
A Dicyanoisophorone-based Fluorescent Turn-on Probe for Rapid Detecting Thiophenol in Aqueous Medium and Living Cell Imaging. 一种基于二氰异佛酮的荧光导通探针,用于快速检测水介质中的苯硫酚和活细胞成像。
Pub Date : 2025-01-15 Epub Date: 2024-09-19 DOI: 10.1016/j.saa.2024.125180
Yaqiao Shi, Jianwei Wu, Liting Jiang, Haoxiang Bai, Ru Feng, Yue Wang, Zhaoli Xue

A novel colorimetric and fluorescent thiophenol probe based on dicyanoisophorone has been successfully achieved, which has low-cost, easy operation, high selectivity, sensitivity and stability. The chemosensor shows a large Stokes shift and approximately 170 nm when excited at 510 nm. ISO-DiNO2 could be utilized as "Turn-on" and a naked-eyes chemosensor to detect PhSH, which is accompanied by a distinct color shift from red to dark purple with strong red fluorescence at 365 nm UV-light. Its limit of detection was determined to be 1.15 μM. More importantly, ISO-DiNO2 can react instantaneously (<10 s) with PhS-. In addition, ISO-DiNO2 has been utilized in test paper strips, water sample together with imaging of PhS- in living Raw264.7 cells, demonstrating that ISO-DiNO2 has excellent and promising applications.

成功实现了一种基于二氰异佛尔酮的新型比色荧光硫酚探针,该探针具有成本低、操作简便、选择性高、灵敏度高和稳定性好等特点。该化学传感器在 510 纳米波长下激发时会出现较大的斯托克斯位移,约为 170 纳米。ISO-DiNO2 可用作 "开启 "和裸眼化学传感器来检测 PhSH,在 365 nm 紫外光下,PhSH 会从红色明显转变为深紫色,并发出强烈的红色荧光。其检测限被确定为 1.15 μM。更重要的是,ISO-DiNO2 可在瞬间反应(-)。此外,ISO-DiNO2 还被用于试纸条、水样以及活体 Raw264.7 细胞中 PhS- 的成像,这表明 ISO-DiNO2 具有良好的应用前景。
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引用次数: 0
Amide/urea-based simple fluorometric receptors for iodide and Hg2+ ions in aqueous medium: Aggregation induced emission and DFT studies. 水介质中碘离子和 Hg2+ 离子的酰胺/尿素基简单荧光测定受体:聚合诱导发射和 DFT 研究。
Pub Date : 2025-01-15 Epub Date: 2024-09-18 DOI: 10.1016/j.saa.2024.125134
Suprava Ghosh, Chandi C Malakar, Pallab Pahari, Ananta Kumar Atta

Herein, we report pyrene-tagged amide and urea-based sugar derivatives 1 and 2 in a simple synthetic pathway to recognize I- and Hg2+ ions. Both molecules showed absorbance and fluorescence selectivity towards iodide ions in THF/H2O (7/3, v/v) medium. The selectivity and sensitivity of 2 for iodide ions are superior to 1 due to more H-bond donors in 2. Interestingly, fluorometric receptor 2 exhibited aggregation-induced emission (AIE) at higher pH with a remarkable fluorometric color change. The AIE phenomenon might be explained by the self-association of 2 after forming imine functionality in the alkali medium. The Stern-Volmer plot showed the fluorescence quenching constant of each receptor with an iodide ion and indicated the quenching pathway. The LODs of 1 and 2 for iodide ions were evaluated as 0.84 and 0.17 µM, respectively. The 1:1 binding stoichiometry of 1 or 2 with iodide was found from the Job plot and verified by measuring the complex mass. Further, the complexes of each receptor with I- ions can detect Hg2+ ions selectively by fluorescence turn-on method with low sensitivities (LODs: 0.008 µM for 1 and 0.01 µM for 2). DFT results were used to understand the binding mode of receptors 1 and 2 with iodide ions and the quenching process in the aqueous THF medium. The real application of the receptors was established for the recovery of iodide and Hg2+ ions from natural water samples.

在此,我们以简单的合成途径报告了芘标记的酰胺和脲基糖衍生物 1 和 2,它们可识别 I- 和 Hg2+ 离子。在 THF/H2O (7/3, v/v) 介质中,这两种分子都对碘离子具有吸光度和荧光选择性。有趣的是,荧光受体 2 在较高的 pH 值下表现出聚集诱导发射(AIE),并伴有显著的荧光颜色变化。AIE 现象可能是由于 2 在碱介质中形成亚胺官能团后发生了自结合。Stern-Volmer 图显示了每种受体与碘离子的荧光淬灭常数,并指出了淬灭途径。经评估,1 和 2 与碘离子的 LOD 值分别为 0.84 和 0.17 µM。从约伯图中发现 1 或 2 与碘离子的结合比例为 1:1,并通过测量复合物质量进行了验证。此外,每种受体与 I- 离子的复合物都能通过荧光开启法选择性地检测 Hg2+ 离子,灵敏度较低(LODs:1 为 0.008 µM,2 为 0.01 µM)。DFT 结果用于理解受体 1 和 2 与碘离子的结合模式以及在水性 THF 介质中的淬灭过程。受体的实际应用被确定为从天然水样中回收碘离子和 Hg2+ 离子。
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引用次数: 0
Machine learning methods in near infrared spectroscopy for predicting sensory traits in sweetpotatoes. 预测甘薯感官特征的近红外光谱学机器学习方法。
Pub Date : 2024-10-05 Epub Date: 2024-05-04 DOI: 10.1016/j.saa.2024.124406
Judith Ssali Nantongo, Edwin Serunkuma, Gabriela Burgos, Mariam Nakitto, Fabrice Davrieux, Reuben Ssali

It has been established that near infrared (NIR) spectroscopy has the potential of estimating sensory traits given the direct spectral responses that these properties have in the NIR region. In sweetpotato, sensory and texture traits are key for improving acceptability of the crop for food security and nutrition. Studies have statistically modelled the levels of NIR spectroscopy sensory characteristics using partial least squares (PLS) regression methods. To improve prediction accuracy, there are many advanced techniques, which could enhance modelling of fresh (wet and un-processed) samples or nonlinear dependence relationships. Performance of different quantitative prediction models for sensory traits developed using different machine learning methods were compared. Overall, results show that linear methods; linear support vector machine (L-SVM), principal component regression (PCR) and PLS exhibited higher mean R2 values than other statistical methods. For all the 27 sensory traits, calibration models using L-SVM and PCR has slightly higher overall R2 (x¯ = 0.33) compared to PLS (x¯ = 0.32) and radial-based SVM (NL-SVM; x¯= 0.30). The levels of orange color intensity were the best predicted by all the calibration models (R2 = 0.87 - 0.89). The elastic net linear regression (ENR) and tree-based methods; extreme gradient boost (XGBoost) and random forest (RF) performed worse than would be expected but could possibly be improved with increased sample size. Lower average R2 values were observed for calibration models of ENR (x¯ = 0.26), XGBoost (x¯ = 0.26) and RF (x¯ = 0.22). The overall RMSE in calibration models was lower in PCR models (X = 0.82) compared to L-SVM (x¯ = 0.86) and PLS (x¯ = 0.90). ENR, XGBoost and RF also had higher RMSE (x¯ = 0.90 - 0.92). Effective wavelengths selection using the interval partial least-squares regression (iPLS), improved the performance of the models but did not perform as good as the PLS. SNV pre-treatment was useful in improving model performance.

近红外光谱具有估测感官特性的潜力,因为这些特性在近红外区域具有直接的光谱响应。在甘薯中,感官和质地特征是提高作物可接受性以保证粮食安全和营养的关键。研究利用偏最小二乘法(PLS)回归方法对近红外光谱感官特征水平进行了统计建模。为了提高预测的准确性,有许多先进的技术可以加强对新鲜(湿的和未加工的)样品或非线性依赖关系的建模。我们比较了使用不同机器学习方法开发的不同感官性状定量预测模型的性能。总体而言,结果显示线性方法、线性支持向量机(L-SVM)、主成分回归(PCR)和 PLS 的平均 R2 值高于其他统计方法。对于所有 27 个感官性状,与 PLS(x¯ = 0.32)和基于径向的 SVM(NL-SVM;x¯ = 0.30)相比,使用 L-SVM 和 PCR 的校准模型的总体 R2(x¯ = 0.33)略高。在所有校准模型中,橙色强度水平的预测效果最好(R2 = 0.87 - 0.89)。弹性净线性回归(ENR)和基于树的方法;极梯度提升(XGBoost)和随机森林(RF)的表现比预期的要差,但随着样本量的增加可能会有所改善。ENR (x¯ = 0.26)、XGBoost (x¯ = 0.26) 和 RF (x¯ = 0.22) 的校准模型的平均 R2 值较低。与 L-SVM (x¯ = 0.86) 和 PLS (x¯ = 0.90) 相比,PCR 模型校准模型的总体 RMSE 较低 (X = 0.82)。ENR、XGBoost 和 RF 的 RMSE 也较高(x¯ = 0.90 - 0.92)。使用区间偏最小二乘回归(iPLS)进行有效波长选择提高了模型的性能,但不如 PLS 性能好。SNV 预处理有助于提高模型性能。
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引用次数: 0
Calculated vibration spectrum of calcium hexahydroxodizincate dihydrate (qatranaite). 二水六羟基二锌酸钙(qatranaite)的计算振动光谱。
Pub Date : 2024-10-05 Epub Date: 2024-05-09 DOI: 10.1016/j.saa.2024.124414
Andrei Postnikov, Anna Majtyka-Piłat, Dariusz Chrobak, Józef Deniszczyk

On the basis of first-principles electronic structure calculations, crystallographic parameters have been refined for calcium hydroxozincate (Qatranaite mineral), and the vibration properties (frequencies and eigenvectors) calculated. A detailed analysis of vibration modes is done, in the context of comparison with infrared and Raman spectra previously available. Special attention is paid to a posteriori symmetry analysis of vibration modes, discussing the latters' attribution to four irreducible representations of the P21/c space group, and to identifying stretchings and bendings of particular chemical bonds, pronounced in different vibrations. It turns out that high-frequency (>700 cm-1) vibrations of hydroxyl groups bridging the Ca or Zn cations differ quite considerably for crystallographically distinct hydroxyl positions. It is shown that the vibrations involving hydroxyl groups and crystalline water typically come about in quadruplets at very close frequencies, whereby different irreducible representations reflect different combinations of similar "molecular" vibrations of four identical entities (of each hydroxyl or water) present in the unit cell. However, some vibrations show exceptions from this rule. In addition to interpretation of earlier experimental investigations, our study indicates that the low-frequency (<700 cm-1) vibrations within the cation-hydroxyl connected skeleton are of more "solid-state-like" character and cannot be reasonably interpreted in terms of "molecular" vibrations within ZnO4 or CaO6 units.

在第一原理电子结构计算的基础上,完善了羟基锌酸钙(Qatranaite 矿物)的晶体学参数,并计算了其振动特性(频率和特征向量)。在与之前获得的红外光谱和拉曼光谱进行比较的基础上,对振动模式进行了详细分析。研究特别关注振动模式的后验对称性分析,讨论了后验对称性对 P21/c 空间群的四种不可还原表征的归属,并确定了在不同振动中明显的特定化学键的伸展和弯曲。结果发现,对于晶体学上不同的羟基位置,桥接 Ca 或 Zn 阳离子的羟基的高频(>700 cm-1)振动差异很大。研究表明,涉及羟基和结晶水的振动通常以非常接近频率的四联振形式出现,不同的不可还原表征反映了单位晶胞中存在的四个相同实体(每个羟基或水)的类似 "分子 "振动的不同组合。然而,某些振动显示出这一规则的例外情况。除了对早期实验研究的解释之外,我们的研究还表明,阳离子-羟基连接骨架内的低频(-1)振动更具有 "固态 "特征,不能用 ZnO4 或 CaO6 单元内的 "分子 "振动来合理解释。
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引用次数: 0
Exploring albumin-sulfonephthalein dyes interactions by a chemometric-assisted and multi-technique equilibria analysis in solution. 通过溶液中的化学计量辅助和多技术平衡分析,探索白蛋白-磺酞染料之间的相互作用。
Pub Date : 2024-09-05 Epub Date: 2024-05-07 DOI: 10.1016/j.saa.2024.124421
Lisa Rita Magnaghi, Marta Guembe-Garcia, Giuseppina D G Santonoceta, Andrea Capucciati, Paolo Quadrelli, Carmelo Sgarlata, Giancarla Alberti, Raffaela Biesuz

Albumin is undoubtedly the most studied protein thanks to its widespread diffusion and biochemistry; despite its binding ability towards different dyes, provoking dye's colour change, has been exploited for decades for quantification purposes, the joint effect of working pH, ionic strength, and dye's pKa still remains only sporadically discussed. In the present study, the interaction of Bovine Serum Albumin (BSA) with five dyes belonging to the sulfonephthalein group, Bromophenol Blue (BPB, pKa = 3.75), Bromocresol Green (BCG, pKa = 4.42), Chlorophenol Red (CPR, pKa = 5.74), Bromocresol Purple (BCP, pKa = 6.05) and Bromothymol Blue (BTB, pKa = 6.72), is investigated at four working pH values (3.5, 6.0, 7.5 and 9.0) and two ionic strength conditions by UV-Vis spectroscopy. Principal Component Analysis is then applied to rationalize dye behavior upon BSA addition at each pH value and to summarize the protein effect on dyes' spectral features, identifying three general behaviors. The most relevant systems are then submitted to further characterization involving a solution equilibria study aimed at determining conditional binding constants for the selected DSA-dye adducts and fluorescence, CD, and 1H NMR spectroscopy to evaluate the binding effect on the species involved.

由于白蛋白具有广泛的扩散性和生物化学性,它无疑是研究最多的蛋白质;尽管白蛋白与不同染料的结合能力(引起染料颜色变化)已被用于定量分析目的达数十年之久,但有关工作 pH 值、离子强度和染料 pKa 的共同作用的讨论仍然十分零散。在本研究中,牛血清白蛋白(BSA)与属于磺酞类的五种染料--溴酚蓝(BPB,pKa = 3.75)、溴甲酚绿(BCG,pKa = 4.42)、氯酚红(CPR,pKa = 5.74)、溴甲酚紫(BCP,pKa = 6.05)和溴百里酚蓝(BTB,pKa = 6.72)。然后,应用主成分分析法对每个 pH 值下添加 BSA 后的染料行为进行合理分析,并总结蛋白质对染料光谱特征的影响,从而确定三种一般行为。然后对最相关的系统进行进一步表征,包括溶液平衡研究,旨在确定所选 DSA-染料加合物的条件结合常数,以及荧光、CD 和 1H NMR 光谱,以评估对相关物种的结合效应。
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引用次数: 0
Raman spectroscopy for esophageal tumor diagnosis and delineation using machine learning and the portable Raman spectrometer. 利用机器学习和便携式拉曼光谱仪,用拉曼光谱诊断和划分食管肿瘤。
Pub Date : 2024-09-05 Epub Date: 2024-05-12 DOI: 10.1016/j.saa.2024.124461
Junqing Yang, Pei Xu, Siyi Wu, Zhou Chen, Shiyan Fang, Haibo Xiao, Fengqing Hu, Lianyong Jiang, Lei Wang, Bin Mo, Fangbao Ding, Linley Li Lin, Jian Ye

Esophageal cancer is one of the leading causes of cancer-related deaths worldwide. The identification of residual tumor tissues in the surgical margin of esophageal cancer is essential for the treatment and prognosis of cancer patients. But the current diagnostic methods, either pathological frozen section or paraffin section examination, are laborious, time-consuming, and inconvenient. Raman spectroscopy is a label-free and non-invasive analytical technique that provides molecular information with high specificity. Here, we report the use of a portable Raman system and machine learning algorithms to achieve accurate diagnosis of esophageal tumor tissue in surgically resected specimens. We tested five machine learning-based classification methods, including k-Nearest Neighbors, Adaptive Boosting, Random Forest, Principal Component Analysis-Linear Discriminant Analysis, and Support Vector Machine (SVM). Among them, SVM shows the highest accuracy (88.61 %) in classifying the esophageal tumor and normal tissues. The portable Raman system demonstrates robust measurements with an acceptable focal plane shift of up to 3 mm, which enables large-area Raman mapping on resected tissues. Based on this, we finally achieve successful Raman visualization of tumor boundaries on surgical margin specimens, and the Raman measurement time is less than 5 min. This work provides a robust, convenient, accurate, and cost-effective tool for the diagnosis of esophageal cancer tumors, advancing toward Raman-based clinical intraoperative applications.

食管癌是全球癌症相关死亡的主要原因之一。鉴别食管癌手术边缘的残留肿瘤组织对癌症患者的治疗和预后至关重要。但目前的诊断方法,无论是病理冰冻切片还是石蜡切片检查,都费力、费时且不方便。拉曼光谱是一种无标记、非侵入性的分析技术,能提供特异性很高的分子信息。在此,我们报告了使用便携式拉曼系统和机器学习算法对手术切除标本中的食管肿瘤组织进行准确诊断的情况。我们测试了五种基于机器学习的分类方法,包括 k-近邻、自适应提升、随机森林、主成分分析-线性判别分析和支持向量机(SVM)。其中,SVM 对食管肿瘤和正常组织的分类准确率最高(88.61%)。便携式拉曼系统具有强大的测量功能,焦平面偏移可达 3 毫米,可对切除组织进行大面积拉曼绘图。在此基础上,我们最终成功实现了手术边缘标本上肿瘤边界的拉曼可视化,拉曼测量时间小于 5 分钟。这项工作为食管癌肿瘤的诊断提供了一个强大、便捷、准确和经济的工具,推动了基于拉曼技术的临床术中应用。
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引用次数: 0
Spectroscopic monitoring of polyurethane-based nanocomposite as a potential catalyst for the reduction of dyes. 聚氨酯基纳米复合材料作为染料还原潜在催化剂的光谱监测。
Pub Date : 2024-09-05 Epub Date: 2024-05-11 DOI: 10.1016/j.saa.2024.124450
Khalida Naseem, Qirrat Wakeel Manj, Saba Akram, Samreen Shabbir, Ayesha Noor, Zahoor H Farooqi, Saba Urooge Khan, Majid Ali, Muhammad Faizan Nazar, Sajjad Haider, Kamran Alam

In this study, AgNPs-loaded polyurethane-sodium alginate (PU-S/Alg) composite polymers were prepared by precipitation polymerization and in-situ reduction method. Their catalytic potential was evaluated for the reduction of methyl orange (MO), brilliant blue (BB), Rhodamine B (RhB), 4-nitroaniline (4-NA), and 4-nitrophenol (4-NP). Successful preparation of samples was confirmed by UV-Visible spectrophotometry (UV-Visible), Fourier transform infrared (FTIR), and Scanning electron microscopy (SEM) analysis. During the catalytic study, the value of kapp for the reduction of MO in the presence of NaBH4 and catalyst was found 0.488 min-1 while, in the presence of NaBH4 and catalyst alone, were found as 0.9 × 10-4 and 0.8 × 10-5 min-1, respectively which indicates the role of catalyst in making the reaction speedy. The value of kapp for the reduction of BB, RhB, 4-NA, and 4-NP was found as 0.764, 0.475, 0.212 and 0.757 min-1, respectively. Simultaneous reduction of dyes induced a decreased reaction completion time under the same reaction conditions. A slight increase in the value of kapp for the catalytic reduction of MO was also observed when reactions were performed in the presence of ionic media of different salts such as NaCl, KCl, CaCl2, and MnCl2. The rate of reduction of MO was increased with the increase in ionic strength of the medium. However, the presence of SDS (surfactant) in the reaction mixture induced the decreased activity of the catalyst and increased reaction completion time. The same value of kapp for the reduction of MO was observed in the case of freshly prepared and several days old nanocomposite catalyst. These results illustrate the stability and maintained catalytic potential of metal NPs for a prolonged time. Our reported catalyst also showed good potential for the treatment of dyes-polluted textile industry wastewater.

本研究采用沉淀聚合和原位还原法制备了载 AgNPs 的聚氨酯-海藻酸钠(PU-S/Alg)复合聚合物。评估了它们还原甲基橙(MO)、亮蓝(BB)、罗丹明 B(RhB)、4-硝基苯胺(4-NA)和 4-硝基苯酚(4-NP)的催化潜力。紫外-可见分光光度法(UV-Visible)、傅立叶变换红外光谱(Fourier transform infrared)和扫描电子显微镜(Scanning electron microscopy)分析证实了样品的成功制备。在催化研究过程中,发现在 NaBH4 和催化剂存在的情况下,还原 MO 的 kapp 值为 0.488 min-1,而在 NaBH4 和催化剂单独存在的情况下,kapp 值分别为 0.9 × 10-4 和 0.8 × 10-5 min-1,这表明催化剂在加快反应速度方面发挥了作用。还原 BB、RhB、4-NA 和 4-NP 的 kapp 值分别为 0.764、0.475、0.212 和 0.757 min-1。在相同的反应条件下,同时还原染料导致反应完成时间缩短。当反应在 NaCl、KCl、CaCl2 和 MnCl2 等不同盐类的离子介质中进行时,还观察到催化还原 MO 的 kapp 值略有增加。MO 的还原速率随着介质离子强度的增加而增加。然而,反应混合物中 SDS(表面活性剂)的存在导致催化剂活性降低,反应完成时间延长。在新制备的纳米复合催化剂和使用数天的纳米复合催化剂中,都观察到了相同的 MO 还原 kapp 值。这些结果说明了金属 NPs 的稳定性和长时间保持催化潜能的能力。我们报告的催化剂在处理受染料污染的纺织工业废水方面也表现出了良好的潜力。
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Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy
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