Pub Date : 2026-02-01Epub Date: 2025-09-30DOI: 10.1016/j.talanta.2025.128932
Han Pang, Qiang Zhao
A three-dimensional DNA walker offers an efficient strategy for sensitive detection of analytes with signal amplification. In this study, we report a target-silent, self-driven DNA walker for detecting small molecules (SMs). The DNA walker is composed of the Mg2+-dependent 8-17E DNAzyme walking strand conjugated with an SM (W-SM) and the three-dimensional walking track on gold nanoparticle (AuNP). The AuNP surface is functionalized with monoclonal antibody (mAb) and fluorescently labeled substrate of DNAzyme. Without target molecules, the W-SM is attached to the surface of AuNP via the antigen-antibody interaction. The DNAzyme catalytically cleaves the substrate, driving the W-SM autonomously moving along the walking track and generating high fluorescence. In the presence of SM target, the SM target competes with the W-SM in binding with the antibody on AuNP, and the DNA walker becomes inactive, causing fluorescence decline. This DNA walker enabled detection of digoxin and folic acid at concentrations as low as 0.2nM and 1 nM, respectively. It also performed well in diluted serum samples in responding to targets. This proposed strategy provides a new approach for constructing a DNA walker with a simple design for sensitive detection of small molecules in solution phase, showing promise in applications.
{"title":"Target-silent self-driven DNA walker for small molecule detection with antibody immobilized on gold nanoparticles.","authors":"Han Pang, Qiang Zhao","doi":"10.1016/j.talanta.2025.128932","DOIUrl":"10.1016/j.talanta.2025.128932","url":null,"abstract":"<p><p>A three-dimensional DNA walker offers an efficient strategy for sensitive detection of analytes with signal amplification. In this study, we report a target-silent, self-driven DNA walker for detecting small molecules (SMs). The DNA walker is composed of the Mg<sup>2+</sup>-dependent 8-17E DNAzyme walking strand conjugated with an SM (W-SM) and the three-dimensional walking track on gold nanoparticle (AuNP). The AuNP surface is functionalized with monoclonal antibody (mAb) and fluorescently labeled substrate of DNAzyme. Without target molecules, the W-SM is attached to the surface of AuNP via the antigen-antibody interaction. The DNAzyme catalytically cleaves the substrate, driving the W-SM autonomously moving along the walking track and generating high fluorescence. In the presence of SM target, the SM target competes with the W-SM in binding with the antibody on AuNP, and the DNA walker becomes inactive, causing fluorescence decline. This DNA walker enabled detection of digoxin and folic acid at concentrations as low as 0.2nM and 1 nM, respectively. It also performed well in diluted serum samples in responding to targets. This proposed strategy provides a new approach for constructing a DNA walker with a simple design for sensitive detection of small molecules in solution phase, showing promise in applications.</p>","PeriodicalId":435,"journal":{"name":"Talanta","volume":"298 Pt A","pages":"128932"},"PeriodicalIF":6.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145231122","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-10-02DOI: 10.1016/j.talanta.2025.128927
Qiao Zhang, Ruoqi Wang, Lei Yu, Yunwei Gao, Dazhong Shen
In this work, a potential-resolved electrochemiluminescence (ECL) multiplex immunoassay (MIA) was developed using Ag-doping methionine-stabilized Au nanoclusters (Met-AuAgNCs) with immobilized co-reactant as the anodic ECL tag and nanocomposite of gold nanoparticles/graphene oxide/N, N'-dicaproate sodium-3,4,9,10-perylene-dicarboximide (AuNPs/GO/PDI) as the cathodic ECL tag. Compared with methionine-stabilized Au nanoclusters (Met-AuNCs), the ECL of Met-AuAgNCs was enhanced 5.61-fold. When anodic co-reactant of N,N-diethylethylenediamine (DEDA) was connected to Met-AuAgNCs, the ECL of DEDA-Met-AuAgNCs was 11.3-fold of that of Met-AuAgNCs in DEDA solution due to the shorter charge transfer distance between Met-AuAgNCs and DEDA. After a pre-oxidation at 0.95 V for 60 s, the ECL of DEDA-Met-AuAgNCs was further enhanced by 10.6- and 27.9-fold in the cyclic voltammetric and potential step modes, respectively. The pre-oxidation ECL enhancement was demonstrated by an immobilized co-reactant promoters mechanism. In a potential-resolved ECL-MIA, carbohydrate antigen 125 and carbohydrate antigen 19-9 were adopted as model analytes, with the detection limits of 0.029 and 0.076 mU mL-1, respectively. The work provides a proof of concept using self-ECL luminophores with immobilized co-reactant promoters in situ formed for potential-resolved ECL-MIAs with isolated anodic and cathodic co-reactants.
在这项工作中,开发了一种电位分辨电化学发光(ECL)多重免疫测定(MIA),使用银掺杂的甲硫氨酸稳定金纳米团簇(Met-AuAgNCs)作为阳极ECL标记,并使用固定的助反应物作为金纳米颗粒/氧化石墨烯/N, N'-二己二酸钠-3,4,9,10-苝-二酰亚胺(AuNPs/GO/PDI)作为阴极ECL标记。与蛋氨酸稳定金纳米团簇(Met-AuNCs)相比,met - auagnc的ECL提高了5.61倍。将N,N-二乙基乙二胺(DEDA)的阳极共反应物与Met-AuAgNCs连接时,由于Met-AuAgNCs与DEDA之间的电荷转移距离较短,其ECL是DEDA溶液中Met-AuAgNCs的11.3倍。在0.95 V预氧化60 s后,da - met - auagncs的ECL在循环伏安和电位阶跃模式下分别提高了10.6倍和27.9倍。用固定化助反应剂促进剂机理证明了预氧化ECL的增强作用。在潜在分辨的ECL-MIA中,碳水化合物抗原125和碳水化合物抗原19-9作为模型分析物,检出限分别为0.029和0.076 mU mL-1。这项工作提供了一个概念的证明,使用具有固定共反应物启动子的自ecl发光团在原位形成,用于具有隔离的阳极和阴极共反应物的电位分辨ecl - mia。
{"title":"Potential-resolved electrochemiluminescence multiplex immunoassays with isolated cathodic and anodic co-reactants and pre-oxidized Ag-doping methionine-stabilized Au nanoclusters.","authors":"Qiao Zhang, Ruoqi Wang, Lei Yu, Yunwei Gao, Dazhong Shen","doi":"10.1016/j.talanta.2025.128927","DOIUrl":"10.1016/j.talanta.2025.128927","url":null,"abstract":"<p><p>In this work, a potential-resolved electrochemiluminescence (ECL) multiplex immunoassay (MIA) was developed using Ag-doping methionine-stabilized Au nanoclusters (Met-AuAgNCs) with immobilized co-reactant as the anodic ECL tag and nanocomposite of gold nanoparticles/graphene oxide/N, N'-dicaproate sodium-3,4,9,10-perylene-dicarboximide (AuNPs/GO/PDI) as the cathodic ECL tag. Compared with methionine-stabilized Au nanoclusters (Met-AuNCs), the ECL of Met-AuAgNCs was enhanced 5.61-fold. When anodic co-reactant of N,N-diethylethylenediamine (DEDA) was connected to Met-AuAgNCs, the ECL of DEDA-Met-AuAgNCs was 11.3-fold of that of Met-AuAgNCs in DEDA solution due to the shorter charge transfer distance between Met-AuAgNCs and DEDA. After a pre-oxidation at 0.95 V for 60 s, the ECL of DEDA-Met-AuAgNCs was further enhanced by 10.6- and 27.9-fold in the cyclic voltammetric and potential step modes, respectively. The pre-oxidation ECL enhancement was demonstrated by an immobilized co-reactant promoters mechanism. In a potential-resolved ECL-MIA, carbohydrate antigen 125 and carbohydrate antigen 19-9 were adopted as model analytes, with the detection limits of 0.029 and 0.076 mU mL<sup>-1</sup>, respectively. The work provides a proof of concept using self-ECL luminophores with immobilized co-reactant promoters in situ formed for potential-resolved ECL-MIAs with isolated anodic and cathodic co-reactants.</p>","PeriodicalId":435,"journal":{"name":"Talanta","volume":"298 Pt A","pages":"128927"},"PeriodicalIF":6.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145243571","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-09-28DOI: 10.1016/j.talanta.2025.128918
Wenhao Ke, Yingying Wang, Yanping Zeng, Haiyang Hou, Dafu Zhu, Youhong Hu, Xiaotao Duan, Gang Cheng, Jia Liu
The study of drug metabolites is essential for evaluating safety and optimizing drug design. Recent classes of high-molecular-weight drugs, such as PROTACs and LYTACs, present challenges for traditional metabolite identification approaches due to their complex structures. To address these limitations, we developed Drug Metabolite Finder (DMetFinder), a novel mass spectrometry-based tool designed to enhance metabolite identification. DMetFinder employs cosine similarity algorithms to filter compounds with similar structures, minimizing the risk of overlooking metabolites with large fragment losses. It also efficiently detects multiply charged ions and incorporates isotope abundance and adduct ion scoring to refine identification accuracy. By calculating a total weighted score, DMetFinder reduces false positives associated with single-filter strategies. Experimental validation demonstrates that DMetFinder significantly improves the identification of metabolites from PROTACs, providing valuable insights for future drug development.
{"title":"DMetFinder: A novel mass spectrometry analysis tool for comprehensive drug metabolite detection.","authors":"Wenhao Ke, Yingying Wang, Yanping Zeng, Haiyang Hou, Dafu Zhu, Youhong Hu, Xiaotao Duan, Gang Cheng, Jia Liu","doi":"10.1016/j.talanta.2025.128918","DOIUrl":"10.1016/j.talanta.2025.128918","url":null,"abstract":"<p><p>The study of drug metabolites is essential for evaluating safety and optimizing drug design. Recent classes of high-molecular-weight drugs, such as PROTACs and LYTACs, present challenges for traditional metabolite identification approaches due to their complex structures. To address these limitations, we developed Drug Metabolite Finder (DMetFinder), a novel mass spectrometry-based tool designed to enhance metabolite identification. DMetFinder employs cosine similarity algorithms to filter compounds with similar structures, minimizing the risk of overlooking metabolites with large fragment losses. It also efficiently detects multiply charged ions and incorporates isotope abundance and adduct ion scoring to refine identification accuracy. By calculating a total weighted score, DMetFinder reduces false positives associated with single-filter strategies. Experimental validation demonstrates that DMetFinder significantly improves the identification of metabolites from PROTACs, providing valuable insights for future drug development.</p>","PeriodicalId":435,"journal":{"name":"Talanta","volume":"298 Pt A","pages":"128918"},"PeriodicalIF":6.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145197750","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-09-24DOI: 10.1016/j.talanta.2025.128912
Sandra Lindberg, Tobias Sparrman, Jürgen Schleucher, Rikard Norlin
Diethylamine (DEA) is a known precursor to some of the most toxic chemical warfare agents (CWA) as both V-agents and Fourth Generation Agents (FGAs) contain the dialkylamine functionality. DEA is also a readily available commercial substance with extensive use in the chemical industry for legitimate purposes. Because of this potential dual use, it is desirable to develop methods to trace the origin of dialkylamines if they are used for illicit purposes. We herein demonstrate that it is possible to differentiate six commercial batches of DEA using position-specific isotope analysis (PSIA) by both 2H and 13C NMR. Using a high-field NMR spectrometer together with a cryogenic 2H probe, we have produced 2H-{1H} NMR data with high accuracy and precision. The PSIA by NMR results show that the intramolecular 2H ratios of all six DEAs are significantly different while two of the six DEAs have unique 13C ratios. Further, the intramolecular isotopic variations can be used to link the DEAs to different suppliers. The two nuclei separately contribute to isotopic profiles of the DEAs. However, combining the two techniques provides a higher-resolved isotopic profile that can differentiate all DEAs and thus be useful in forensic investigations of illegal use of chemical weapons.
{"title":"Position specific isotope analysis of diethylamine by <sup>2</sup>H and <sup>13</sup>C NMR - Dual nucleus analysis in forensic investigation of illegal use of chemical weapons.","authors":"Sandra Lindberg, Tobias Sparrman, Jürgen Schleucher, Rikard Norlin","doi":"10.1016/j.talanta.2025.128912","DOIUrl":"10.1016/j.talanta.2025.128912","url":null,"abstract":"<p><p>Diethylamine (DEA) is a known precursor to some of the most toxic chemical warfare agents (CWA) as both V-agents and Fourth Generation Agents (FGAs) contain the dialkylamine functionality. DEA is also a readily available commercial substance with extensive use in the chemical industry for legitimate purposes. Because of this potential dual use, it is desirable to develop methods to trace the origin of dialkylamines if they are used for illicit purposes. We herein demonstrate that it is possible to differentiate six commercial batches of DEA using position-specific isotope analysis (PSIA) by both <sup>2</sup>H and <sup>13</sup>C NMR. Using a high-field NMR spectrometer together with a cryogenic <sup>2</sup>H probe, we have produced <sup>2</sup>H-{<sup>1</sup>H} NMR data with high accuracy and precision. The PSIA by NMR results show that the intramolecular <sup>2</sup>H ratios of all six DEAs are significantly different while two of the six DEAs have unique <sup>13</sup>C ratios. Further, the intramolecular isotopic variations can be used to link the DEAs to different suppliers. The two nuclei separately contribute to isotopic profiles of the DEAs. However, combining the two techniques provides a higher-resolved isotopic profile that can differentiate all DEAs and thus be useful in forensic investigations of illegal use of chemical weapons.</p>","PeriodicalId":435,"journal":{"name":"Talanta","volume":"298 Pt A","pages":"128912"},"PeriodicalIF":6.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145190490","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
This study focuses on the development of an integrated analytical platform with in situ surface-enhanced Raman spectroscopy (SERS) monitoring capabilities, achieved through the design of a dual-functional, two-dimensional microporous covalent organic framework (COF). The hydrazone-functionalized COF not only exhibits selective recognition for Au(III)/Pt(IV) ions but also achieves efficient recovery of Au(III) from the leachate of waste electronic components, with a recovery efficiency of 95.73 %. By harnessing the enzyme-like catalytic activity of the COF@Au composite and the synergistic combination of COF's confinement effects with the localized surface plasmon resonance of Au nanoparticles, we created enhanced electromagnetic field regions on the material surface. This configuration enables real-time SERS tracking of reactant-product evolution during the reduction of 4-nitrothiophenol (4-NTP), with a reaction rate constant of 0.0181 s-1. This integrated platform combines precious metal recovery reactions, catalytic processes and in-situ SERS monitoring (" recovery - catalysis - monitoring "), establishing a new paradigm of green and real-time tracking analysis.
{"title":"Recycling noble metal waste into catalytic wealth: In-situ SERS monitoring catalytic systems based on microporous hydrazone covalent organic frameworks materials.","authors":"Qiuwen Huang, Yushi Chen, Rui Tan, Jiwei Tang, Yu Zeng, Panjie Li, Guoqi Zhang, Xiaojun Luo","doi":"10.1016/j.talanta.2025.128930","DOIUrl":"10.1016/j.talanta.2025.128930","url":null,"abstract":"<p><p>This study focuses on the development of an integrated analytical platform with in situ surface-enhanced Raman spectroscopy (SERS) monitoring capabilities, achieved through the design of a dual-functional, two-dimensional microporous covalent organic framework (COF). The hydrazone-functionalized COF not only exhibits selective recognition for Au(III)/Pt(IV) ions but also achieves efficient recovery of Au(III) from the leachate of waste electronic components, with a recovery efficiency of 95.73 %. By harnessing the enzyme-like catalytic activity of the COF@Au composite and the synergistic combination of COF's confinement effects with the localized surface plasmon resonance of Au nanoparticles, we created enhanced electromagnetic field regions on the material surface. This configuration enables real-time SERS tracking of reactant-product evolution during the reduction of 4-nitrothiophenol (4-NTP), with a reaction rate constant of 0.0181 s<sup>-1</sup>. This integrated platform combines precious metal recovery reactions, catalytic processes and in-situ SERS monitoring (\" recovery - catalysis - monitoring \"), establishing a new paradigm of green and real-time tracking analysis.</p>","PeriodicalId":435,"journal":{"name":"Talanta","volume":"298 Pt A","pages":"128930"},"PeriodicalIF":6.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145224669","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-10-04DOI: 10.1016/j.talanta.2025.128955
Jhih-Ying Jian, Cheng-Kuan Su
Four-dimensional printing technologies are accelerating the development and fabrication of stimuli-responsive devices for analytical applications. Herein, we employed the multi-material fused deposition modeling printing technique, iron(II,III) oxide nanoparticle-incorporated polylactic acid filaments, and acrylonitrile butadiene styrene filaments to fabricate an all-in-one solid-phase extraction (SPE) device, which featured the flow manifolds connecting a monolithic packing and four temperature-controlled and magnetically actuated switching valves that were actuated by a hammer-shaped cantilever. When the inner chamber of the cantilever was filled with warm water (above the glass transition temperature of the polylactic acid), the applied external magnetic field induced the bending of the cantilever to switch the flow direction. When removing the external magnetic field, the cantilever returned to its original position, allowing recovery of the flow direction for magnetically actuated fluid control. The optimized SPE device manipulated the sample and eluent streams to pass through the monolithic packing and enabled an automated SPE scheme coupled with inductively coupled plasma mass spectrometry for determination of Mn, Co, Ni, Cu, Zn, Cd, and Pb ions, with the method's detection limits ranging from 0.3 to 2.8 ng L-1. We validated the reliability and applicability of this analytical method through determining the metal ions in reference materials (CASS-4, SLRS-5, 1643f, and Seronorm™ Trace Elements Urine L-2) and real samples (seawater, river water, ground water, and human urine). Our results suggest that four-dimensional printing technologies can effectively fabricate thermo-magneto-responsive analytical devices and enhance the practical applicability of conventional SPE schemes for multiple trace metal analysis.
四维打印技术正在加速分析应用的刺激响应设备的开发和制造。在此,我们采用多材料熔融沉积建模打印技术,氧化铁(II,III)纳米颗粒结合聚乳酸细丝和丙烯腈-丁二烯-苯乙烯细丝制造了一种一体化固相萃取(SPE)装置,该装置的特点是流动歧管连接单片填料和四个温度控制和磁驱动的开关阀,这些开关阀由锤形悬臂梁驱动。当悬臂梁内腔充满温水(高于聚乳酸的玻璃化转变温度)时,外加磁场诱导悬臂梁弯曲,从而改变流动方向。当去除外部磁场时,悬臂梁回到其原始位置,允许恢复流动方向,用于磁致动流体控制。优化后的固相萃取装置使样品和淋洗液流通过单片填料,实现了与电感耦合等离子体质谱联用的自动化固相萃取方案,可用于测定Mn、Co、Ni、Cu、Zn、Cd和Pb离子,该方法的检出限为0.3 ~ 2.8 ng L-1。通过测定标准物质(CASS-4、SLRS-5、1643f和Seronorm™微量元素尿L-2)和实际样品(海水、河水、地下水和人尿)中的金属离子,验证了该分析方法的可靠性和适用性。我们的研究结果表明,四维印刷技术可以有效地制造热磁响应分析装置,并提高传统固相萃取方案在多种痕量金属分析中的实际适用性。
{"title":"A 4D-printed, magnetically actuated automated solid-phase extraction device coupled with ICP-MS for multiple trace metal analysis.","authors":"Jhih-Ying Jian, Cheng-Kuan Su","doi":"10.1016/j.talanta.2025.128955","DOIUrl":"10.1016/j.talanta.2025.128955","url":null,"abstract":"<p><p>Four-dimensional printing technologies are accelerating the development and fabrication of stimuli-responsive devices for analytical applications. Herein, we employed the multi-material fused deposition modeling printing technique, iron(II,III) oxide nanoparticle-incorporated polylactic acid filaments, and acrylonitrile butadiene styrene filaments to fabricate an all-in-one solid-phase extraction (SPE) device, which featured the flow manifolds connecting a monolithic packing and four temperature-controlled and magnetically actuated switching valves that were actuated by a hammer-shaped cantilever. When the inner chamber of the cantilever was filled with warm water (above the glass transition temperature of the polylactic acid), the applied external magnetic field induced the bending of the cantilever to switch the flow direction. When removing the external magnetic field, the cantilever returned to its original position, allowing recovery of the flow direction for magnetically actuated fluid control. The optimized SPE device manipulated the sample and eluent streams to pass through the monolithic packing and enabled an automated SPE scheme coupled with inductively coupled plasma mass spectrometry for determination of Mn, Co, Ni, Cu, Zn, Cd, and Pb ions, with the method's detection limits ranging from 0.3 to 2.8 ng L<sup>-1</sup>. We validated the reliability and applicability of this analytical method through determining the metal ions in reference materials (CASS-4, SLRS-5, 1643f, and Seronorm™ Trace Elements Urine L-2) and real samples (seawater, river water, ground water, and human urine). Our results suggest that four-dimensional printing technologies can effectively fabricate thermo-magneto-responsive analytical devices and enhance the practical applicability of conventional SPE schemes for multiple trace metal analysis.</p>","PeriodicalId":435,"journal":{"name":"Talanta","volume":"298 Pt A","pages":"128955"},"PeriodicalIF":6.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145237895","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-10-03DOI: 10.1016/j.talanta.2025.128942
Zhizhi Fu, Lu Liu, Qiannan Duan, Liulu Yao, Qianru Wan, Chi Zhou, Weidong Wu, Fei Wang, Jianchao Lee
With the widespread use of pesticides and antibiotics in agriculture and healthcare, their associated environmental pollution and potential health hazards have emerged as a global concern. This study presents a novel deep learning-based spectral image analysis approach that is dedicated to the intelligent monitoring of multiple pesticides and antibiotics in agricultural water bodies. A total of 6100 samples containing glyphosate (GL), bentazone (BE), benzylpenicillin potassium (BP), and tetracycline hydrochloride (TH) at concentrations range of 3.8-550 μg/L were prepared. After the samples were mixed with selected composite chromogenic reagents, the specific absorbance characteristics of the stabilized reaction mixtures were measured using a custom-designed spectrometer. The preprocessed spectral data were used to train a fine-tuned ResNet-50 deep learning model. By establishing mappings between spectral features and reference concentrations, the model effectively predicted unknown pollutant concentrations. The results indicated that the proposed method enables rapid and simultaneous detection of GL, BE, BP and TH. Under laboratory conditions, the coefficient of determination exceeded 0.993, the reliable prediction rate was over 80 % in the concentration range of 10-550 μg/L. The limits of detection for GL, BE, BP, and TH were 0.23, 0.32, 0.38, and 0.28 μg/L, respectively. In addition, the frequency of abnormal predictions for natural water samples exhibited an increase over the concentration range of 3.8-10 μg/L, while the overall accuracy remained relatively high. Our research provides a new perspective on the rapid identification of pesticides and antibiotics. In the future, we hope this method can offer a timely, cost-effective and scalable solution for the early warning and real-time tracking of pollutants in water bodies.
{"title":"Deep-learning-driven spectral image analysis for intelligent monitoring of multiple pesticides and antibiotics.","authors":"Zhizhi Fu, Lu Liu, Qiannan Duan, Liulu Yao, Qianru Wan, Chi Zhou, Weidong Wu, Fei Wang, Jianchao Lee","doi":"10.1016/j.talanta.2025.128942","DOIUrl":"10.1016/j.talanta.2025.128942","url":null,"abstract":"<p><p>With the widespread use of pesticides and antibiotics in agriculture and healthcare, their associated environmental pollution and potential health hazards have emerged as a global concern. This study presents a novel deep learning-based spectral image analysis approach that is dedicated to the intelligent monitoring of multiple pesticides and antibiotics in agricultural water bodies. A total of 6100 samples containing glyphosate (GL), bentazone (BE), benzylpenicillin potassium (BP), and tetracycline hydrochloride (TH) at concentrations range of 3.8-550 μg/L were prepared. After the samples were mixed with selected composite chromogenic reagents, the specific absorbance characteristics of the stabilized reaction mixtures were measured using a custom-designed spectrometer. The preprocessed spectral data were used to train a fine-tuned ResNet-50 deep learning model. By establishing mappings between spectral features and reference concentrations, the model effectively predicted unknown pollutant concentrations. The results indicated that the proposed method enables rapid and simultaneous detection of GL, BE, BP and TH. Under laboratory conditions, the coefficient of determination exceeded 0.993, the reliable prediction rate was over 80 % in the concentration range of 10-550 μg/L. The limits of detection for GL, BE, BP, and TH were 0.23, 0.32, 0.38, and 0.28 μg/L, respectively. In addition, the frequency of abnormal predictions for natural water samples exhibited an increase over the concentration range of 3.8-10 μg/L, while the overall accuracy remained relatively high. Our research provides a new perspective on the rapid identification of pesticides and antibiotics. In the future, we hope this method can offer a timely, cost-effective and scalable solution for the early warning and real-time tracking of pollutants in water bodies.</p>","PeriodicalId":435,"journal":{"name":"Talanta","volume":"298 Pt A","pages":"128942"},"PeriodicalIF":6.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145237865","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-01Epub Date: 2025-10-03DOI: 10.1016/j.talanta.2025.128941
Haosheng Dong, Endian Hou, Yuting Bai, Nan Zhang, Bing Liu, Weiwei Liu
Lead is a highly toxic element which poses a serious threat to human health when it dissolves in water. Laser induced breakdown spectroscopy is a simple and fast element detection method which can be used to detect liquid samples. In order to improve the limit of detection of Pb2+ in water, chelating agent assisted LIBS is investigated in this work. Sodium diethyldithiocarbamate (DDTC) is a commonly used Pb2+ chelating agent which can chelate Pb2+ bidentately. In experiments, sodium DDTC is used to chelate Pb2+ and deposits at the bottom of liquid sample by centrifugation. The precipitate is dried and concentrated on the graphite substrate. Under the optimal conditions, such as optimal concentration of sodium DDTC (0.25 mg/mL) and centrifugation time (5 min), the limits of detection of Pb2+ are 2.82 ng/mL for tap water and 3.64 ng/mL for river water are achieved. Without using sodium DDTC, the limits of detection of Pb2+ for tap water and river water are 18.20 ng/mL and 23.00 ng/mL respectively. Sodium DDTC can improve the limit of detection by more than 6 times. The work in this paper proposes a fast, simple and cost-effectively method to quantitatively measure heavy metallic elements in water samples.
{"title":"Quantitative analysis of Pb<sup>2+</sup> ion in liquid by laser induced breakdown spectroscopy using chelating agent for sample preparation.","authors":"Haosheng Dong, Endian Hou, Yuting Bai, Nan Zhang, Bing Liu, Weiwei Liu","doi":"10.1016/j.talanta.2025.128941","DOIUrl":"10.1016/j.talanta.2025.128941","url":null,"abstract":"<p><p>Lead is a highly toxic element which poses a serious threat to human health when it dissolves in water. Laser induced breakdown spectroscopy is a simple and fast element detection method which can be used to detect liquid samples. In order to improve the limit of detection of Pb<sup>2+</sup> in water, chelating agent assisted LIBS is investigated in this work. Sodium diethyldithiocarbamate (DDTC) is a commonly used Pb<sup>2+</sup> chelating agent which can chelate Pb<sup>2+</sup> bidentately. In experiments, sodium DDTC is used to chelate Pb<sup>2+</sup> and deposits at the bottom of liquid sample by centrifugation. The precipitate is dried and concentrated on the graphite substrate. Under the optimal conditions, such as optimal concentration of sodium DDTC (0.25 mg/mL) and centrifugation time (5 min), the limits of detection of Pb<sup>2+</sup> are 2.82 ng/mL for tap water and 3.64 ng/mL for river water are achieved. Without using sodium DDTC, the limits of detection of Pb<sup>2+</sup> for tap water and river water are 18.20 ng/mL and 23.00 ng/mL respectively. Sodium DDTC can improve the limit of detection by more than 6 times. The work in this paper proposes a fast, simple and cost-effectively method to quantitatively measure heavy metallic elements in water samples.</p>","PeriodicalId":435,"journal":{"name":"Talanta","volume":"298 Pt A","pages":"128941"},"PeriodicalIF":6.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145243560","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A automated microextraction method based on temperature-responsive deep eutectic solvents (TRDESs) was developed for the determination of synthetic dyes in food samples. The system employs a homogeneous aqueous TRDES solution, composed of lidocaine and heptanoic acid (1:1 mol/mol), which acts both as extraction medium and as a thermally induced phase-separating agent. Upon heating above the lower critical solution temperature, spontaneous phase separation occurs, allowing direct collection of the enriched TRDES phase without centrifugation or manual handling. The entire process from sample introduction to extract collection is integrated into a programmable flow-based platform. The method was optimized and validated for four banned synthetic dyes: Rhodamine 6G, Sudan I, II, and III. Good linearity (0.025-100 mg L-1), low limits of detection (0.001-0.008 mg L-1), and high intra-/inter-day precision (RSDs: 2-7 %) were achieved. Real beverage samples were successfully analyzed, and spiked recoveries showed good agreement with a reference DLLME method (relative bias: 1-5 %). All steps were performed without the use of toxic organic solvents or centrifugation. Molecular dynamics simulations confirmed that π-π stacking and van der Waals interactions between rhodamine and lidocaine govern the extraction mechanism. Additionally, the green performance of the method was assessed using AGREEprep and ComplexGAPI, demonstrating high environmental sustainability. Overall, the proposed method offers a robust, automated, and environmentally friendly solution for trace-level screening of banned dyes in complex food matrices.
{"title":"Automated temperature-responsive deep eutectic solvent microextraction for rapid determination of synthetic dyes in food samples.","authors":"Alesia Gerasimova, Anoop Kishore Vatti, Tamal Banerjee, Andrey Shishov","doi":"10.1016/j.talanta.2025.129029","DOIUrl":"10.1016/j.talanta.2025.129029","url":null,"abstract":"<p><p>A automated microextraction method based on temperature-responsive deep eutectic solvents (TRDESs) was developed for the determination of synthetic dyes in food samples. The system employs a homogeneous aqueous TRDES solution, composed of lidocaine and heptanoic acid (1:1 mol/mol), which acts both as extraction medium and as a thermally induced phase-separating agent. Upon heating above the lower critical solution temperature, spontaneous phase separation occurs, allowing direct collection of the enriched TRDES phase without centrifugation or manual handling. The entire process from sample introduction to extract collection is integrated into a programmable flow-based platform. The method was optimized and validated for four banned synthetic dyes: Rhodamine 6G, Sudan I, II, and III. Good linearity (0.025-100 mg L<sup>-1</sup>), low limits of detection (0.001-0.008 mg L<sup>-1</sup>), and high intra-/inter-day precision (RSDs: 2-7 %) were achieved. Real beverage samples were successfully analyzed, and spiked recoveries showed good agreement with a reference DLLME method (relative bias: 1-5 %). All steps were performed without the use of toxic organic solvents or centrifugation. Molecular dynamics simulations confirmed that π-π stacking and van der Waals interactions between rhodamine and lidocaine govern the extraction mechanism. Additionally, the green performance of the method was assessed using AGREEprep and ComplexGAPI, demonstrating high environmental sustainability. Overall, the proposed method offers a robust, automated, and environmentally friendly solution for trace-level screening of banned dyes in complex food matrices.</p>","PeriodicalId":435,"journal":{"name":"Talanta","volume":"298 Pt B","pages":"129029"},"PeriodicalIF":6.1,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145429903","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}