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Alkenyl pheromones: Raman spectroscopic analysis, DFT modeling, and machine learning for stereoisomerism evaluation. 烯基信息素:拉曼光谱分析、DFT建模和立体异构评价的机器学习。
Pub Date : 2025-04-05 Epub Date: 2025-01-07 DOI: 10.1016/j.saa.2025.125720
Iuliana Vasian, Camelia Berghian-Grosan

Alkenyl pheromones are a class of insect sex pheromones that are characterized by the presence of one or more double bonds, which can be either in the E(trans) or Z(cis) configuration. This structural variation is essential in mating, as it influences reproductive behavior and provides a potential method for insect control. As a base for rapid and in-situ screening of synthetic pheromones or pheromone-based products, this study explores the potential of Raman spectroscopy to differentiate between the two geometrical isomers, E(trans) and Z(cis), of the alkenyl pheromones. As a case study, four types of pheromones were analyzed: 5-decen-1-ol, 8-dodecyl acetate, 9-dodecyl acetate, and 10-dodecyl acetate; in the latter case, the E(trans) isomer was particularly investigated. In this regard, a detailed analysis of their experimental Raman spectra has been realized along with a DFT-based study of the investigated compounds. Moreover, to find the best machine learning (ML) model that can efficiently identify the E(trans) or Z(cis) isomers of alkenyl pheromones, several algorithms and two different designs of datasets were tested. The results indicate that the ML models could identify patterns and accurately predict the class even if the training dataset contains both experimental and theoretical data.

烯基信息素是一类昆虫性信息素,其特征是存在一个或多个双键,可以是E(反式)或Z(顺式)构型。这种结构变化在交配中是必不可少的,因为它影响生殖行为,并提供了一种潜在的昆虫控制方法。作为快速和原位筛选合成信息素或基于信息素的产品的基础,本研究探索了拉曼光谱区分烯基信息素的两种几何异构体E(反式)和Z(顺式)的潜力。以5-十二-1-醇、8-乙酸十二酯、9-乙酸十二酯和10-乙酸十二酯为例,分析了四种信息素;在后一种情况下,特别研究了E(反式)异构体。在这方面,对它们的实验拉曼光谱进行了详细的分析,并对所研究的化合物进行了基于dft的研究。此外,为了找到能够有效识别烯基信息素E(反式)或Z(顺式)异构体的最佳机器学习(ML)模型,我们测试了几种算法和两种不同的数据集设计。结果表明,即使训练数据集同时包含实验数据和理论数据,机器学习模型也可以识别模式并准确预测类别。
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引用次数: 0
Quantification and profiling of urine cells by integrated cytocentrifugation and infrared spectroscopy.
Pub Date : 2025-04-05 Epub Date: 2025-01-12 DOI: 10.1016/j.saa.2025.125734
Víctor Navarro-Esteve, Birgit Felderer, Guillermo Quintás, Julia Kuligowski, Bayden R Wood, David Pérez-Guaita

The presence of cells in urine and in particular White Blood Cells (WBCs) is often associated with Urinary Tract Infections (UTIs) and other diseases. Non-invasive screening of WBCs requires the development of cost-effective point of care diagnostic tools. Infrared (IR) spectroscopy has the potential to identify and quantify cells in urine. However, the quantification of cells by compact IR spectrophotometers can be hindered by the presence of highly concentrated interfering biomolecules. The use of separation procedures can assist in identifying and quantifying cells but reduces the point of care capabilities of the technology. In this study, we propose coupling cytocentrifugation with transflection IR spectroscopy for the isolation and quantification of cells in urine. Urine samples were spiked with monocytes and T-lymphocytes, cyto-centrifuged onto low-e slides and measured in transflection mode. An optional cell clean-up step, either performed before (by resuspending in PBS) or after the cytocentrifugation (by soaking the slide in water), was evaluated. In a first experiment using monocytes, IR band areas were linear (R2 = 0.98) in the 8 × 103-2 × 105 cells mL-1 range, thus demonstrating the detection of cells at pathological numbers (pyuria, i.e., >104 WBCs mL-1). Secondly, to mimic real samples with varying cell types, urine samples containing both monocytes and T-lymphocytes were analysed to determine their concentration simultaneously. Partial Least Squares (PLS) regression enabled the simultaneous quantification of two types of different cells, yielding prediction errors of 2 × 104 cells mL-1 for monocytes and 4 × 104 cells mL-1 for T-lymphocytes. The results suggest that the technique has the potential to be implemented as a fast, simple, versatile, and cost-effective method for quantifying and profiling cells in urine.

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引用次数: 0
Fluorescence-enhanced detection of sulfide ions through tuning the structure-activity relationship of gold nanoclusters.
Pub Date : 2025-04-05 Epub Date: 2025-01-06 DOI: 10.1016/j.saa.2025.125711
Kaili Wu, Long Yu, Yifei Sun, Mengyu Yin, Yunfei Lu, Zhaojing Yuan, Wenyuan Jiang, Ru Huang, Xiangxue Wang, Suhua Wang

The concentration of S2- is a vital environmental indicator for evaluating the quality of source water, surface water, and wastewater, and it has a significant impact on biological systems, particularly human health. Therefore, it is crucial to detect S2- selectively and sensitively. In this study, we developed a simple and rapid one-pot method to prepare a gold nanocluster (BSA-AuNCs) probe for fluorescence-enhanced detection of S2- toxemia and analyzed the morphological characteristics of BSA-AuNCs and its complex with S2- using various characterization techniques. The principle of the sensor is based on the interaction between S2- and amino acids in the BSA molecular layer coated with gold clusters, regulating the rigid structure changes of gold clusters, and thus affecting the fluorescence properties of gold clusters. Through the specific interaction mechanism between proteins and gold-sulfur ions, this sensor exhibits excellent selectivity. It responds to S2- in the range of 0 to 30 μM, with a detection limit of 0.395 μM, and shows no response to other heavy metal ions, anions, or amino acids. The sensor is environmentally friendly, simple to operate, has strong practicability, good precision, and recovery rate, and has potential application value in biological and environmental fields.

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引用次数: 0
Self-driven and self-catalytic tripedal DNA nanomachine for rapid and sensitive detection of miR-21 in in colorectal cancer. 自驱动自催化三足DNA纳米机用于快速灵敏检测结直肠癌中miR-21 in。
Pub Date : 2025-04-05 Epub Date: 2025-01-15 DOI: 10.1016/j.saa.2025.125757
Qin Ma, Yilong Tu, Wen Yun, Mingming Zhang

A self-driven and self-catalytic (SDSC) tripedal DNA nanomachine was developed for microRNA-21 (miR-21) detection. The microRNA could open one arm of tripedal DNA nanomachine to form DNAzyme with a nearby arm through the proximity effect. After DNAzyme's cleavage, the exposed DNA arm region competed with the third arm and produced a DNA segment (sequence Q). The released sequence Q initiated the next SDSC cycle of tripedal DNA nanomachine. In the special DNA nanomachines design, the components with close spatial localization were constructed on a single nanostructure, which significantly increased local reactant concentrations and reaction rates. A dynamic correlation was obtained from 10 pM to 50 nM between fluorescence signal and miR-21 concentration. The effective concentration of reactant greatly increased, compared with the free diffusible reactants. Consequently, the incubation time was significantly shorted to 35 min. This strategy showed a promising potential in miRNA detection and disease diagnosis.

开发了一种自驱动自催化(SDSC)三足DNA纳米机,用于检测microRNA-21 (miR-21)。通过接近效应,microRNA可以打开三足DNA纳米机器的一只手臂,与另一只手臂形成DNAzyme。DNAzyme切割后,暴露的DNA臂区与第三臂区竞争,产生一个DNA片段(序列Q)。释放的序列Q启动了下一个三足DNA纳米机器的SDSC循环。在特殊的DNA纳米机器设计中,将空间定位紧密的组分构建在单个纳米结构上,显著提高了局部反应物浓度和反应速率。从10 pM到50 nM荧光信号与miR-21浓度呈动态相关。与自由扩散反应物相比,反应物的有效浓度大大提高。因此,孵育时间显著缩短至35分钟。该策略在miRNA检测和疾病诊断方面显示出良好的潜力。
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引用次数: 0
The impact of halogen substitution quantities on the fluorescence intensity ratio of lanthanide Schiff base complexes. 卤素取代量对镧系席夫碱配合物荧光强度比的影响。
Pub Date : 2025-04-05 Epub Date: 2024-12-27 DOI: 10.1016/j.saa.2024.125668
Meifen Huang, Liang Jiao, Hao Ai, Qiong Xu, Xiangying Li, Qiushuo Li, Qiong Wu

The signal intensity ratio (SIR) is a crucial factor in advancing probe technology due to its direct impact on sensitivity and precision, particularly in applications such as medical imaging, environmental monitoring, and food safety testing. However, the development of high-SIR probes is challenged by complexities in fabrication, cost, and mechanical stability. In this study, we address these limitations by investigating the role of halogen atom substitutions in modulating the intermolecular binding energy and aggregation behavior of Ce-Salen Schiff base complexes. We synthesized a novel Schiff base pH probe, Ce-3,5-Cl-Salpn (3,5-Cl-Salpn = N, N'-bis (3,5-dichlorosalicylidene)ethylene-1,3-diaminopropane), and introduced its analogues Ce-5-Cl-Salpn (5-Cl-Salpn = N, N'-bis (5-chlorosalicylidene)ethylene-1,3-diaminopropane) and Ce-Salpn (Salpn = N, N'-bis (salicylidene)ethylene-1,3-diaminopropane) for comparative analysis. Through fluorescence measurements, single-crystal analysis, and theoretical calculations, we demonstrate that halogen substitution leads to significant modulation of fluorescence intensity and SIR in the pH range of 6.0 to 7.0. Notably, Ce-3,5-Cl-Salpn exhibited the highest SIR, with a 182.5-fold increase, compared to the non-halogenated variant's 9.2-fold rise. Frontier molecular orbital (FMO) analysis revealed a reduction in the HOMO-LUMO energy gap as halogen substitution increased, resulting in enhanced optical properties and more efficient electronic transitions. Additionally, binding energy calculations confirmed that halogen atoms strengthen intermolecular interactions, thereby improving molecular stability and aggregation-caused quenching effects.

信号强度比(SIR)是推进探针技术的关键因素,因为它直接影响灵敏度和精度,特别是在医学成像、环境监测和食品安全检测等应用中。然而,高sir探针的发展受到制造、成本和机械稳定性等方面的复杂性的挑战。在这项研究中,我们通过研究卤素原子取代在调节Ce-Salen席夫碱配合物的分子间结合能和聚集行为中的作用来解决这些局限性。我们合成了一种新的希夫碱pH探针ce -3,5- cl -Salpn (3,5- cl -Salpn = N, N'-双(3,5-二氯水杨基)乙烯-1,3-二氨基丙烷),并介绍了其类似物Ce-5-Cl-Salpn (5-Cl-Salpn = N, N'-双(5-氯水杨基)乙烯-1,3-二氨基丙烷)和Ce-Salpn (Salpn = N, N'-双(水杨基)乙烯-1,3-二氨基丙烷)进行比较分析。通过荧光测量、单晶分析和理论计算,我们证明了卤素取代导致了6.0至7.0 pH范围内荧光强度和SIR的显著调制。值得注意的是,ce -3,5- cl - salpn表现出最高的SIR,增加了182.5倍,而非卤化变体增加了9.2倍。前沿分子轨道(FMO)分析表明,随着卤素取代的增加,HOMO-LUMO能隙减小,从而增强了光学性质和更有效的电子跃迁。此外,结合能计算证实,卤素原子加强了分子间的相互作用,从而提高了分子的稳定性和聚集引起的猝灭效应。
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引用次数: 0
Dual-mode ratiometric fluorescent and colorimetric sensor for rapid visual detection of Hg2+ using poly(T)-tailed ssDNA-silver nanoclusters. 利用多(T)尾ssdna -银纳米簇快速视觉检测Hg2+的双模比例荧光和比色传感器。
Pub Date : 2025-04-05 Epub Date: 2025-01-15 DOI: 10.1016/j.saa.2025.125751
Yu Zou, Ying Zhang, Hui Zhu Wang, Meng Wei Jiang, Guo Feng Gui, Dong Fu, Wang Ren

Rapid, sensitive, and accurate detection of heavy metal ions is significant for human health and ecological security. Herein, a novel single-stranded DNA with poly(thymidine) tail is tactfully designed as template to synthesize dual-emission silver nanoclusters (ssDNA-AgNCs). The obtained AgNCs simultaneously emit red and green fluorescence, and the red emission can be selectively quenched by Hg2+, meanwhile the green emission of AgNCs increases synchronously. Thus ssDNA-AgNCs as a single probe shows excellent ratiometric fluorescence sensing for Hg2+ with a detection limit of 0.2 nM, and Hg2+ as low as 10.0 nM can be fluorescently identified by naked eye within 5 min. Moreover, the proposed nanoprobe also exhibits a good ratiometric colorimetric sensing for Hg2+, and the obvious color change of nanoprobe also enables a rapid and visual monitoring of Hg2+ under visible light. The dual mode ratiometric response of Hg2+ can be ascribed to the rapid redox reaction between Hg2+ and Ag0 on the surface of AgNCs and the subsequent formation of silver amalgam. The resultant dual-mode ratiometric sensor has been successfully applied to the determination of Hg2+ in environmental water samples. This study provides a new strategy to synthesize dual-emission AgNCs by scientifically designing terminus sequence of ssDNA template, and develops a facile and efficient single-probe and dual-mode ratiometric sensor for visual monitoring of Hg2+.

快速、灵敏、准确地检测重金属离子对人类健康和生态安全具有重要意义。本文巧妙地设计了一种具有聚胸腺嘧啶尾部的新型单链DNA作为模板来合成双发射银纳米团簇(ssdna - agnc)。所得agnc同时发出红色和绿色荧光,红色荧光可被Hg2+选择性猝灭,同时agnc的绿色荧光同步增强。因此,ssDNA-AgNCs作为单个探针对Hg2+表现出良好的比例荧光传感,检测限为0.2 nM,低至10.0 nM的Hg2+可在5 min内被肉眼荧光识别。此外,所提出的纳米探针对Hg2+也表现出良好的比例比色传感,纳米探针明显的颜色变化也使得在可见光下对Hg2+进行快速、直观的监测成为可能。Hg2+的双模比例响应可归因于agnc表面的Hg2+与Ag0快速氧化还原反应,并随后形成银汞合金。该双模比例传感器已成功应用于环境水样中Hg2+的测定。本研究通过科学设计ssDNA模板的末端序列,提供了一种合成双发射AgNCs的新策略,并开发了一种简便高效的单探针双模比例传感器,用于Hg2+的视觉监测。
{"title":"Dual-mode ratiometric fluorescent and colorimetric sensor for rapid visual detection of Hg<sup>2+</sup> using poly(T)-tailed ssDNA-silver nanoclusters.","authors":"Yu Zou, Ying Zhang, Hui Zhu Wang, Meng Wei Jiang, Guo Feng Gui, Dong Fu, Wang Ren","doi":"10.1016/j.saa.2025.125751","DOIUrl":"10.1016/j.saa.2025.125751","url":null,"abstract":"<p><p>Rapid, sensitive, and accurate detection of heavy metal ions is significant for human health and ecological security. Herein, a novel single-stranded DNA with poly(thymidine) tail is tactfully designed as template to synthesize dual-emission silver nanoclusters (ssDNA-AgNCs). The obtained AgNCs simultaneously emit red and green fluorescence, and the red emission can be selectively quenched by Hg<sup>2+</sup>, meanwhile the green emission of AgNCs increases synchronously. Thus ssDNA-AgNCs as a single probe shows excellent ratiometric fluorescence sensing for Hg<sup>2+</sup> with a detection limit of 0.2 nM, and Hg<sup>2+</sup> as low as 10.0 nM can be fluorescently identified by naked eye within 5 min. Moreover, the proposed nanoprobe also exhibits a good ratiometric colorimetric sensing for Hg<sup>2+</sup>, and the obvious color change of nanoprobe also enables a rapid and visual monitoring of Hg<sup>2+</sup> under visible light. The dual mode ratiometric response of Hg<sup>2+</sup> can be ascribed to the rapid redox reaction between Hg<sup>2+</sup> and Ag<sup>0</sup> on the surface of AgNCs and the subsequent formation of silver amalgam. The resultant dual-mode ratiometric sensor has been successfully applied to the determination of Hg<sup>2+</sup> in environmental water samples. This study provides a new strategy to synthesize dual-emission AgNCs by scientifically designing terminus sequence of ssDNA template, and develops a facile and efficient single-probe and dual-mode ratiometric sensor for visual monitoring of Hg<sup>2+</sup>.</p>","PeriodicalId":94213,"journal":{"name":"Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy","volume":"330 ","pages":"125751"},"PeriodicalIF":0.0,"publicationDate":"2025-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143019177","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
Tunable luminescence in Eu3+/Sm3+ doped Na2YMg2V3O12 for WLEDs and optical thermometry.
Pub Date : 2025-04-05 Epub Date: 2025-01-18 DOI: 10.1016/j.saa.2025.125759
Yanli Du, Ying Jin, Kai Yan, Yunfei Li, Yuqi Wang, Shengda Liu, Guixia Liu, Jinxian Wang, Wensheng Yu, Xiangting Dong

In recent years, it has become a development trend to design multi-application luminescent materials with rare earth ion doping. In this work, a series of Eu3+/Sm3+ doped self-activated Na2YMg2V3O12 (NYMVO) phosphors were synthesized through a simple high-temperature solid-state reaction method. Interestingly, due to the energy transfer (ET) from the matrix to the activators, the luminescence color of the phosphors changed from turquoise to orange-red and yellow-green under near-ultraviolet (n-UV) 365 nm excitation. Based on the fluorescence intensity ratio of the matrix to Eu3+/Sm3+, the optical thermometry performances of the NYMVO:0.20Eu3+ and NYMVO:0.06Sm3+ phosphors were described. Notably, the maximum absolute sensitivity (Sa) values for NYMVO:0.20Eu3+ and NYMVO:0.06Sm3+ phosphors were 0.30 K-1 and 0.032 K-1, respectively. Correspondingly, the maximum relative sensitivity (Sr) values were 2.17 %K-1 and 1.22 %K-1, respectively. Moreover, the light-emitting devices based on NYMVO:0.20Eu3+ and NYMVO:0.06Sm3+ phosphors had excellent optical properties, with correlated color temperature (CCT) of 4552 K and 4470 K, and color-rendering index (CRI) of 84.6 and 88.5. These results suggested that the two vanadate phosphors prepared had potential applications in both warm white light-emitting diodes (WLEDs) and optical thermometry.

{"title":"Tunable luminescence in Eu<sup>3+</sup>/Sm<sup>3+</sup> doped Na<sub>2</sub>YMg<sub>2</sub>V<sub>3</sub>O<sub>12</sub> for WLEDs and optical thermometry.","authors":"Yanli Du, Ying Jin, Kai Yan, Yunfei Li, Yuqi Wang, Shengda Liu, Guixia Liu, Jinxian Wang, Wensheng Yu, Xiangting Dong","doi":"10.1016/j.saa.2025.125759","DOIUrl":"10.1016/j.saa.2025.125759","url":null,"abstract":"<p><p>In recent years, it has become a development trend to design multi-application luminescent materials with rare earth ion doping. In this work, a series of Eu<sup>3+</sup>/Sm<sup>3+</sup> doped self-activated Na<sub>2</sub>YMg<sub>2</sub>V<sub>3</sub>O<sub>12</sub> (NYMVO) phosphors were synthesized through a simple high-temperature solid-state reaction method. Interestingly, due to the energy transfer (ET) from the matrix to the activators, the luminescence color of the phosphors changed from turquoise to orange-red and yellow-green under near-ultraviolet (n-UV) 365 nm excitation. Based on the fluorescence intensity ratio of the matrix to Eu<sup>3+</sup>/Sm<sup>3+</sup>, the optical thermometry performances of the NYMVO:0.20Eu<sup>3+</sup> and NYMVO:0.06Sm<sup>3+</sup> phosphors were described. Notably, the maximum absolute sensitivity (S<sub>a</sub>) values for NYMVO:0.20Eu<sup>3+</sup> and NYMVO:0.06Sm<sup>3+</sup> phosphors were 0.30 K<sup>-1</sup> and 0.032 K<sup>-1</sup>, respectively. Correspondingly, the maximum relative sensitivity (S<sub>r</sub>) values were 2.17 %K<sup>-1</sup> and 1.22 %K<sup>-1</sup>, respectively. Moreover, the light-emitting devices based on NYMVO:0.20Eu<sup>3+</sup> and NYMVO:0.06Sm<sup>3+</sup> phosphors had excellent optical properties, with correlated color temperature (CCT) of 4552 K and 4470 K, and color-rendering index (CRI) of 84.6 and 88.5. These results suggested that the two vanadate phosphors prepared had potential applications in both warm white light-emitting diodes (WLEDs) and optical thermometry.</p>","PeriodicalId":94213,"journal":{"name":"Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy","volume":"330 ","pages":"125759"},"PeriodicalIF":0.0,"publicationDate":"2025-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143043923","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
A paper-based SERS/colorimetry substrate for reliable detection. 纸张基SERS/比色法衬底可靠检测。
Pub Date : 2025-04-05 Epub Date: 2025-01-10 DOI: 10.1016/j.saa.2025.125731
Hongkun Zhao, Chunning Chen, Yalei Wang, Jiaqi Liu, Jiaxin Lu, Jingtong Zhai, Rui Li, Nan Lu

For on-site analysis, the combination of surface enhanced Raman scattering (SERS) and colorimetry, as a dual-mode detection, can effectively improve the accuracy of detection, and reduce the influence of instrument fluctuation, which greatly improves the accuracy and reliability of the results. However, the preparation of SERS/colorimetry substrates are usually time-consuming and costly, which limits their practical applications. In this paper, a hydrophobic paper-based SERS/colorimetry substrate can be prepared by a simple spraying method. The hydrophobicity is introduced by the structures formed with polydimethylsiloxane and polymethylmethacrylate, which leads to high detection sensitivity due to its enrichment effect. Moreover, the electrostatic interaction between Ag nanoparticles and the analytes further enhances the performance of SERS and colorimetry in detection of thiram and aspartame. It also provides a new method for the detection of aspartame with colorimetry. Finally, the detection limits of SERS and colorimetry for thiram and aspartame are 0.1 mg/L and 0.1 g/L, 1 mg/L and 0.1 g/L, respectively. The paper-based SERS/colorimetry substrate makes the results more reliable through dual-mode detection, which shows great potential in the detection of real samples.

对于现场分析,表面增强拉曼散射(SERS)与比色法相结合作为双模检测,可以有效提高检测精度,减少仪器波动的影响,大大提高了结果的准确性和可靠性。然而,SERS/比色底物的制备通常耗时且昂贵,这限制了它们的实际应用。本文采用简单的喷涂方法制备疏水性纸基SERS/比色基材。疏水性是由聚二甲基硅氧烷和聚甲基丙烯酸甲酯形成的结构引入的,由于其富集作用,使得检测灵敏度很高。此外,银纳米粒子与被分析物之间的静电相互作用进一步增强了SERS和比色法检测硫胺和阿斯巴甜的性能。为阿斯巴甜的比色检测提供了一种新的方法。最后,SERS和比色法对西美姆和阿斯巴甜的检出限分别为0.1 mg/L和0.1 g/L, 1 mg/L和0.1 g/L。纸基SERS/比色基板通过双模检测使结果更加可靠,在实际样品的检测中显示出巨大的潜力。
{"title":"A paper-based SERS/colorimetry substrate for reliable detection.","authors":"Hongkun Zhao, Chunning Chen, Yalei Wang, Jiaqi Liu, Jiaxin Lu, Jingtong Zhai, Rui Li, Nan Lu","doi":"10.1016/j.saa.2025.125731","DOIUrl":"10.1016/j.saa.2025.125731","url":null,"abstract":"<p><p>For on-site analysis, the combination of surface enhanced Raman scattering (SERS) and colorimetry, as a dual-mode detection, can effectively improve the accuracy of detection, and reduce the influence of instrument fluctuation, which greatly improves the accuracy and reliability of the results. However, the preparation of SERS/colorimetry substrates are usually time-consuming and costly, which limits their practical applications. In this paper, a hydrophobic paper-based SERS/colorimetry substrate can be prepared by a simple spraying method. The hydrophobicity is introduced by the structures formed with polydimethylsiloxane and polymethylmethacrylate, which leads to high detection sensitivity due to its enrichment effect. Moreover, the electrostatic interaction between Ag nanoparticles and the analytes further enhances the performance of SERS and colorimetry in detection of thiram and aspartame. It also provides a new method for the detection of aspartame with colorimetry. Finally, the detection limits of SERS and colorimetry for thiram and aspartame are 0.1 mg/L and 0.1 g/L, 1 mg/L and 0.1 g/L, respectively. The paper-based SERS/colorimetry substrate makes the results more reliable through dual-mode detection, which shows great potential in the detection of real samples.</p>","PeriodicalId":94213,"journal":{"name":"Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy","volume":"330 ","pages":"125731"},"PeriodicalIF":0.0,"publicationDate":"2025-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143018716","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
Soil total nitrogen content and pH value estimation method considering spatial heterogeneity: Based on GNNW-XGBoost model. 考虑空间异质性的土壤全氮含量和pH值估算方法——基于GNNW-XGBoost模型。
Pub Date : 2025-04-05 Epub Date: 2025-01-07 DOI: 10.1016/j.saa.2025.125716
Hao Liang, Yue Song, Zhen Dai, Haoqi Liu, Kangyuan Zhong, Hailin Feng, Liuchang Xu

Soil nitrogen content and pH value are two pivotal factors that critically determine soil fertility and plant growth. As key indicators of soil health, they each play distinct yet complementary roles in the soil ecosystem. Nitrogen is one of the essential nutrients for plant growth, while soil pH directly influences the activity of soil microorganisms. These microbes are essential for breaking down minerals and organic materials, which in turn affects the availability and conversion of key nutrients like nitrogen and phosphorus. A comprehensive understanding of the distribution of total nitrogen content and pH value is crucial for ensuring the sustainability of agricultural production and maintaining soil and ecosystem health. Existing models for estimating soil property based on near-infrared (NIR) spectral data often overlook the spatial non-stationarity of the relationship between soil spectra and composition content. Therefore, we proposed a new model for estimating soil total nitrogen content and pH value, which combined geographically neural network weighted regression (GNNWR) with extreme gradient boosting (XGBoost), utilizing neural networks to improve the accuracy of predicting total nitrogen content and pH value, efficiently captured the spatial heterogeneity between spectral reflectance and soil total nitrogen content and pH value in different regions. Using the soil nutrient and visible near-infrared spectral samples collected by Eurostat in 2009 for the land use and coverage area frame survey of the 23 members of the European Union, the Geographically Neural Network Weighted-eXtreme Gradient Boosting (GNNW-XGBoost) model was used to estimate total nitrogen content and pH value. The spatial correlation between reflectance of spectral characteristic bands and soil total nitrogen content, pH value was trained in the model to verify its robustness and superiority, and the experimental process was improved by 10-fold cross-validation. In terms of model evaluation, compared to the standalone XGBoost and GNNWR models, the GNNW-XGBoost model demonstrated superior predictive accuracy. It achieved a highest coefficient of determination (R2) of 0.84 for total nitrogen and 0.80 for pH. Additionally, it reduced the root mean square error (RMSE) by 7.64 %, 7.61 % for total nitrogen, and 8.96 %, 4.69 % for pH, respectively. This study not only provides a new method for accurate prediction of soil total nitrogen content and pH value, but also has significant reference value for other estimation issues involving geographic data, which can help to improve the accuracy of environmental monitoring, optimize resource management strategies, and promote the development of sustainable agriculture.

土壤氮含量和pH值是决定土壤肥力和植物生长的两个关键因素。作为土壤健康的关键指标,它们在土壤生态系统中发挥着不同而又互补的作用。氮是植物生长必需的营养物质之一,而土壤pH值直接影响土壤微生物的活性。这些微生物对分解矿物质和有机物质至关重要,而矿物质和有机物质反过来又影响氮和磷等关键营养物质的可用性和转化。全面了解全氮含量和pH值的分布对确保农业生产的可持续性以及维持土壤和生态系统的健康至关重要。现有的基于近红外光谱数据估算土壤性质的模型往往忽略了土壤光谱与土壤成分含量关系的空间非平稳性。为此,我们提出了一种新的土壤全氮含量和pH值估算模型,该模型将地理神经网络加权回归(GNNWR)与极端梯度提升(XGBoost)相结合,利用神经网络提高全氮含量和pH值的预测精度,有效地捕捉了不同区域光谱反射率与土壤全氮含量和pH值之间的空间异质性。利用欧盟统计局2009年对欧盟23个成员国土地利用和覆盖面积框架调查收集的土壤养分和可见近红外光谱样本,采用地理神经网络加权-极端梯度提升(GNNW-XGBoost)模型估算了土壤总氮含量和pH值。在模型中训练光谱特征波段反射率与土壤全氮含量、pH值的空间相关性,验证其鲁棒性和优越性,并对实验过程进行10倍交叉验证。在模型评估方面,与独立的XGBoost和GNNWR模型相比,GNNW-XGBoost模型显示出更高的预测精度。总氮和pH的最高决定系数(R2)分别为0.84和0.80,总氮和pH的均方根误差(RMSE)分别降低了7.64%、7.61%和8.96%、4.69%。本研究不仅为准确预测土壤全氮含量和pH值提供了一种新的方法,而且对其他涉及地理数据的估算问题具有重要的参考价值,有助于提高环境监测的准确性,优化资源管理策略,促进可持续农业的发展。
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引用次数: 0
Basic investigation on fluorescence properties of soybeans in response to different external defects. 大豆对不同外部缺陷响应的荧光特性基础研究。
Pub Date : 2025-04-05 Epub Date: 2025-01-08 DOI: 10.1016/j.saa.2025.125728
Takumi Murai, Riku Miyakawa, Yu Obata, Yoshito Saito

To investigate the fluorescent properties of defects found on the surface of harvested soybeans, the front-face method was used to measure the Excitation Emission Matrix (EEM) on 106 samples of two varieties of soybeans to evaluate fluorescent properties according to defect type. The EEM showed four main peaks at Excitation/Emission (Ex/Em): 350-430 nm/420-510 nm, 410-450 nm/460-530 nm, 260-290 nm/300-350 nm and 210-230 nm/310-340 nm. In the Diseased, Pest, and Denatured (Black) soybeans, the above four main peaks were weakened. In addition, in the Denatured (White) Ex/Em: 260-290 nm/300-350 nm specific peak was observed. Furthermore, dimensionality reduction was performed using principal component analysis (PCA), and visualization was performed according to defect type on a two-dimensional plot. The loading of the first and second principal components were also visualized.

为了研究大豆收获后表面缺陷的荧光特性,采用正面法对2个品种的106个样品进行了激发发射矩阵(EEM)测量,根据缺陷类型评价其荧光特性。EEM在激发/发射(Ex/Em)处有4个主要峰:350 ~ 430 nm/420 ~ 510 nm、410 ~ 450 nm/460 ~ 530 nm、260 ~ 290 nm/300 ~ 350 nm和210 ~ 230 nm/310 ~ 340 nm。在病、虫、变性(黑)大豆中,上述4个主要峰均减弱。此外,在变性(白色)Ex/Em中,观察到260 ~ 290 nm/300 ~ 350 nm的特异峰。此外,利用主成分分析(PCA)进行降维,并在二维图上根据缺陷类型进行可视化。对第一主成分和第二主成分的载荷进行了可视化分析。
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引用次数: 0
期刊
Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy
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