1
|
Li X, Fu YH, Wei N, Yu RJ, Bhatti H, Zhang L, Yan F, Xia F, Ewing AG, Long YT, Ying YL. Emerging Data Processing Methods for Single-Entity Electrochemistry. Angew Chem Int Ed Engl 2024; 63:e202316551. [PMID: 38411372 DOI: 10.1002/anie.202316551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 02/12/2024] [Accepted: 02/26/2024] [Indexed: 02/28/2024]
Abstract
Single-entity electrochemistry is a powerful tool that enables the study of electrochemical processes at interfaces and provides insights into the intrinsic chemical and structural heterogeneities of individual entities. Signal processing is a critical aspect of single-entity electrochemical measurements and can be used for data recognition, classification, and interpretation. In this review, we summarize the recent five-year advances in signal processing techniques for single-entity electrochemistry and highlight their importance in obtaining high-quality data and extracting effective features from electrochemical signals, which are generally applicable in single-entity electrochemistry. Moreover, we shed light on electrochemical noise analysis to obtain single-molecule frequency fingerprint spectra that can provide rich information about the ion networks at the interface. By incorporating advanced data analysis tools and artificial intelligence algorithms, single-entity electrochemical measurements would revolutionize the field of single-entity analysis, leading to new fundamental discoveries.
Collapse
Affiliation(s)
- Xinyi Li
- State Key Laboratory of Analytical Chemistry for Life Science, School of Chemistry and Chemical Engineering, Nanjing University, 210023, Nanjing, P. R. China
| | - Ying-Huan Fu
- State Key Laboratory of Analytical Chemistry for Life Science, School of Chemistry and Chemical Engineering, Nanjing University, 210023, Nanjing, P. R. China
| | - Nannan Wei
- School of Electronic Science and Engineering, Nanjing University, 210023, Nanjing, P. R. China
| | - Ru-Jia Yu
- State Key Laboratory of Analytical Chemistry for Life Science, School of Chemistry and Chemical Engineering, Nanjing University, 210023, Nanjing, P. R. China
- Chemistry and Biomedicine Innovation Center, Nanjing University, 210023, Nanjing, P. R. China
| | - Huma Bhatti
- State Key Laboratory of Analytical Chemistry for Life Science, School of Chemistry and Chemical Engineering, Nanjing University, 210023, Nanjing, P. R. China
| | - Limin Zhang
- School of Electronic Science and Engineering, Nanjing University, 210023, Nanjing, P. R. China
| | - Feng Yan
- School of Electronic Science and Engineering, Nanjing University, 210023, Nanjing, P. R. China
| | - Fan Xia
- State Key Laboratory of Biogeology and Environmental Geology, Engineering Research Center of Nano-Geomaterials of Ministry of Education, Faculty of Materials Science and Chemistry, China University of Geosciences, 430034, Wuhan, P. R. China
| | - Andrew G Ewing
- Department of Chemistry and Molecular Biology, University of Gothenburg, 41296, Gothenburg, Sweden
| | - Yi-Tao Long
- State Key Laboratory of Analytical Chemistry for Life Science, School of Chemistry and Chemical Engineering, Nanjing University, 210023, Nanjing, P. R. China
| | - Yi-Lun Ying
- State Key Laboratory of Analytical Chemistry for Life Science, School of Chemistry and Chemical Engineering, Nanjing University, 210023, Nanjing, P. R. China
- Chemistry and Biomedicine Innovation Center, Nanjing University, 210023, Nanjing, P. R. China
| |
Collapse
|
2
|
Ma Y, Zhao X, Wang Q, Wang L. Fourier transform voltammetric studies of single nanoparticles transition impacts at the micro-liquid/liquid interface. J Electroanal Chem (Lausanne) 2023. [DOI: 10.1016/j.jelechem.2023.117412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2023]
|
3
|
Elliott JR, Compton RG. Local diffusion indicators: a new tool for analysis of electrochemical mass transport. J Electroanal Chem (Lausanne) 2022. [DOI: 10.1016/j.jelechem.2022.116114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
|
4
|
Grosser T, Wehrhold M, Neubert TJ, Balasubramanian K. Graphene‐Mercury‐Graphene Sandwich Electrode for Electroanalysis. ChemElectroChem 2021. [DOI: 10.1002/celc.202101290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Tobias Grosser
- Department of Chemistry School of Analytical Sciences Adlershof (SALSA) & IRIS Adlershof Humboldt-Universität zu Berlin Unter den Linden 6 10117 Berlin Germany
| | - Michel Wehrhold
- Department of Chemistry School of Analytical Sciences Adlershof (SALSA) & IRIS Adlershof Humboldt-Universität zu Berlin Unter den Linden 6 10117 Berlin Germany
| | - Tilmann J. Neubert
- Department of Chemistry School of Analytical Sciences Adlershof (SALSA) & IRIS Adlershof Humboldt-Universität zu Berlin Unter den Linden 6 10117 Berlin Germany
| | - Kannan Balasubramanian
- Department of Chemistry School of Analytical Sciences Adlershof (SALSA) & IRIS Adlershof Humboldt-Universität zu Berlin Unter den Linden 6 10117 Berlin Germany
| |
Collapse
|
5
|
Deng H, Peljo P, Huang X, Smirnov E, Sarkar S, Maye S, Girault HH, Mandler D. Ionosomes: Observation of Ionic Bilayer Water Clusters. J Am Chem Soc 2021; 143:7671-7680. [PMID: 33978400 DOI: 10.1021/jacs.0c12250] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Emulsification of immiscible two-phase fluids, i.e., one condensed phase dispersed homogeneously as tiny droplets in an outer continuous medium, plays a key role in medicine, food, chemical separations, cosmetics, fabrication of micro- and nanoparticles and capsules, and dynamic optics. Herein, we demonstrate that water clusters/droplets can be formed in an organic phase via the spontaneous assembling of ionic bilayers. We term these clusters ionosomes, by analogy with liposomes where water clusters are encapsulated in a bilayer of lipid molecules. The driving force for the generation of ionosomes is a unique asymmetrical electrostatic attraction at the water/oil interface: small and more mobile hydrated ions reside in the inner aqueous side, which correlate tightly with the lipophilic bulky counterions in the adjacent outer oil side. These ionosomes can be formed through electrochemical (using an external power source) or chemical (by salt distribution) polarization at the liquid-liquid interface. The charge density of the cations, the organic solvent, and the synergistic effects between tetraethylammonium and lithium cations, all affecting the formation of ionosomes, were investigated. These results clearly prove that a new emulsification strategy is developed providing an alternative and generic platform, besides the canonical emulsification procedure with either ionic or nonionic surfactants as emulsifiers. Finally, we also demonstrate the detection of individual ionosomes via single-entity electrochemistry.
Collapse
Affiliation(s)
- Haiqiang Deng
- Institute of Chemistry, The Hebrew University of Jerusalem, Jerusalem 9190401, Israel.,School of Chemical Engineering and Technology, Sun Yat-sen University, Zhuhai 519082, People's Republic of China
| | - Pekka Peljo
- Research Group of Physical Electrochemistry and Electrochemical Physics, Department of Chemistry and Materials Science, Aalto University, Kemistintie 1, PO Box 16100, 00076 Aalto, Finland.,Laboratoire d'Electrochimie Physique et Analytique, École Polytechnique Fédérale de Lausanne (EPFL Valais Wallis), Rue de I'Industrie, 17, 1951 Sion, Switzerland.,Research Group of Battery Materials and Technologies, Department of Mechanical and Materials Engineering, Faculty of Technology, University of Turku, 20014 Turun Yliopisto, Finland
| | - Xinjian Huang
- Institute of Intelligent Perception, Midea Corporate Research Center, Foshan 528311, People's Republic of China
| | - Evgeny Smirnov
- Laboratoire d'Electrochimie Physique et Analytique, École Polytechnique Fédérale de Lausanne (EPFL Valais Wallis), Rue de I'Industrie, 17, 1951 Sion, Switzerland.,Laboratory of Bioanalytical Methods and Optical Sensor Systems, Department of Chemistry, Lomonosov Moscow State University, 119991, Moscow, Russia
| | - Sujoy Sarkar
- Institute of Chemistry, The Hebrew University of Jerusalem, Jerusalem 9190401, Israel
| | - Sunny Maye
- Laboratoire d'Electrochimie Physique et Analytique, École Polytechnique Fédérale de Lausanne (EPFL Valais Wallis), Rue de I'Industrie, 17, 1951 Sion, Switzerland
| | - Hubert H Girault
- Laboratoire d'Electrochimie Physique et Analytique, École Polytechnique Fédérale de Lausanne (EPFL Valais Wallis), Rue de I'Industrie, 17, 1951 Sion, Switzerland
| | - Daniel Mandler
- Institute of Chemistry, The Hebrew University of Jerusalem, Jerusalem 9190401, Israel
| |
Collapse
|
6
|
Silva LP, Campos NDS, Lisboa TP, de Faria LV, Matos MAC, Matos RC, de Sousa RA. Simultaneous determination of cadmium, lead and copper in chocolate samples by square wave anodic stripping voltammetry. Food Addit Contam Part A Chem Anal Control Expo Risk Assess 2021; 38:418-426. [PMID: 33493080 DOI: 10.1080/19440049.2020.1857443] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
In this work, an effective and simple method is proposed for the simultaneous determination of cadmium, lead and copper in chocolate samples by Square Wave Anodic Stripping Voltammetry (SWASV). An ultrasonic bath was used for the extraction of cadmium, lead and copper from fourteen chocolate samples using HNO3 solution (7 mol L-1). The electrochemical system consisted of a cell with three electrodes and HCl solution (10 mmol L-1) as the supporting electrolyte. An efficient extraction of the metals (~100%) was attained after 1 h of ultrasonic pre-treatment. Quantitative analysis was carried out by the standard addition method. Good linearity, precision and accuracy were obtained in the range of concentrations examined. The accuracy was evaluated by means of a reference sample of spiked skim milk powder (BCR 151) to prove the reliability of the method. Detection limits (LOD) of 0.089, 0.059 and 0.018 µg g-1 were found for cadmium, copper and lead, respectively, in the chocolate samples. Concentrations in chocolate samples were 4.30-138 µg g-1 for Cu and 0.83-27.9 µg g-1 for Pb, with no significant Cd. The simultaneous determination brings advantages to other methods already reported for chocolate analysis and the samples preparation proposed avoids the traditional sample mineralization step. These characteristics show this new method is especially attractive for case studies and routine analysis.
Collapse
Affiliation(s)
- Larissa Pinto Silva
- BACCAN (Grupo BACCAN De Química Analítica), Departamento De Química, Instituto De Ciências Exatas, Universidade Federal De Juiz De Fora, Juiz de for A, MG, Brazil
| | - Náira Da Silva Campos
- BACCAN (Grupo BACCAN De Química Analítica), Departamento De Química, Instituto De Ciências Exatas, Universidade Federal De Juiz De Fora, Juiz de for A, MG, Brazil
| | - Thalles Pedrosa Lisboa
- BACCAN (Grupo BACCAN De Química Analítica), Departamento De Química, Instituto De Ciências Exatas, Universidade Federal De Juiz De Fora, Juiz de for A, MG, Brazil
| | - Lucas Vinícius de Faria
- Instituto De Ciências Exatas, Universidade Federal De Juiz De Fora, Juiz de for A, MG, Brazil
| | | | - Renato Camargo Matos
- Instituto De Ciências Exatas, Universidade Federal De Juiz De Fora, Juiz de for A, MG, Brazil
| | - Rafael Arromba de Sousa
- BACCAN (Grupo BACCAN De Química Analítica), Departamento De Química, Instituto De Ciências Exatas, Universidade Federal De Juiz De Fora, Juiz de for A, MG, Brazil
| |
Collapse
|
7
|
Liu C, Ma Y, Nan J, Wang L. Ion Transfer-Resolved Fusion Impacts of Single Droplets Probed at the Liquid/Liquid Interface. Anal Chem 2020; 92:15394-15402. [DOI: 10.1021/acs.analchem.0c02991] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Cheng Liu
- School of Chemistry, South China Normal University, Guangzhou 510006, China
| | - Ya Ma
- School of Chemistry and Chemical Engineering, South China University of Technology, Guangzhou 510641, China
| | - Junmin Nan
- School of Chemistry, South China Normal University, Guangzhou 510006, China
| | - Lishi Wang
- School of Chemistry and Chemical Engineering, South China University of Technology, Guangzhou 510641, China
| |
Collapse
|
8
|
Liu X, Zeng Q, Liu C, Wang L. A Fourier Transform-Induced Data Process for Label-Free Selective Nanopore Analysis under Sinusoidal Voltage Excitations. Anal Chem 2020; 92:11635-11643. [PMID: 32786474 DOI: 10.1021/acs.analchem.0c01339] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Nanopore analysis based on a resistive-pulse technique is an attractive tool for single-molecule detection in different fields, but it suffers a great drawback in selectivity. A common solution to this challenge is to add extra sensing aptamers and labels to analytes by improving the sensitivity of their pulses for distinguishing. Compared to the labeling methods, we alternatively develop and demonstrate a novel data process for label-free nanopore analysis that enables the conversion of resistive current signals to more specific frequency domain phase angle features with the contribution from both sinusoidal voltage excitation and Fourier transform. In particular, we find that the transmural capacitance induced by nanoparticle translocations under a sinusoidal voltage plays an important role in this process, making phase angle features more pronounced. In practical applications, the method is successfully applied to directly distinguish the translocation events through a nanopipette by their unique phase angles for similarly sized SiO2, Ag, and Au nanoparticles and soft living organisms of HeLa and LoVo and even in a more complicated case of a SiO2, Ag, and Au nanoparticle mixture.
Collapse
Affiliation(s)
- Xuye Liu
- School of Chemistry and Chemical Engineering, South China University of Technology, Guangzhou 510640, China
| | - Qiang Zeng
- School of Chemistry and Chemical Engineering, South China University of Technology, Guangzhou 510640, China
| | - Cheng Liu
- School of Chemistry and Chemical Engineering, South China University of Technology, Guangzhou 510640, China
| | - Lishi Wang
- School of Chemistry and Chemical Engineering, South China University of Technology, Guangzhou 510640, China
| |
Collapse
|
9
|
Lisboa TP, de Faria LV, Matos MAC, Matos RC, de Sousa RA. Simultaneous determination of cadmium, lead, and copper in the constituent parts of the illegal cigarettes by Square Wave Anodic Stripping Voltammetry. Microchem J 2019. [DOI: 10.1016/j.microc.2019.104183] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
|
10
|
Liu C, Peljo P, Huang X, Cheng W, Wang L, Deng H. Single Organic Droplet Collision Voltammogram via Electron Transfer Coupled Ion Transfer. Anal Chem 2017; 89:9284-9291. [DOI: 10.1021/acs.analchem.7b02072] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Cheng Liu
- School
of Chemistry and Chemical Engineering, South China University of Technology, Guangzhou 510641, China
| | - Pekka Peljo
- Laboratoire
d’Electrochimie Physique et Analytique, École Polytechnique Fédérale de Lausanne (EPFL Valais Wallis), Rue de
I’Industrie, 17, 1951 Sion, Switzerland
| | - Xinjian Huang
- School
of Chemistry and Chemical Engineering, South China University of Technology, Guangzhou 510641, China
| | - Wenxue Cheng
- School
of Chemistry and Chemical Engineering, South China University of Technology, Guangzhou 510641, China
| | - Lishi Wang
- School
of Chemistry and Chemical Engineering, South China University of Technology, Guangzhou 510641, China
| | - Haiqiang Deng
- Institute
of Chemistry, The Hebrew University of Jerusalem, Jerusalem 9190401, Israel
| |
Collapse
|