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Lin Z, Hu X, Liu Y, Lai S, Hao L, Peng Y, Li Y, Zhu Z, Huang X, Huang K, Zhang M. Multispectral imaging in medicine: A bibliometric study. Heliyon 2024; 10:e36389. [PMID: 39258197 PMCID: PMC11386042 DOI: 10.1016/j.heliyon.2024.e36389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 08/14/2024] [Accepted: 08/14/2024] [Indexed: 09/12/2024] Open
Abstract
Multispectral Imaging has been used in many fields. In the medical field, Multispectral Imaging is still in its infancy. However, due to its excellent potential, it will also become one of the most important medical imaging in the future. This paper is the first bibliometric study in this field. The study comprehensively searched all relevant documents in Web of Science Core Collection from Jan 1, 1999 to Dec 31, 2022, systematically sorted out the author, journal, country and institution in this field, and analyzed the keywords. Based on this, the study suggests that researchers and healthcare workers should strengthen cooperation to apply Multispectral Imaging to more medical fields while further developing related technologies. At the same time, in the future, this field should focus on non-ex vivo tissue detection and the combination of Multispectral Imaging and artificial intelligence.
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Affiliation(s)
- Zexu Lin
- Department of Dermatology, Xiangya Hospital, Central South University, Hunan, 410008, China
- Hunan Engineering Research Center of Skin Health and Disease, Central South University, Hunan, 410008, China
- Hunan Key Laboratory of Skin Cancer and Psoriasis, Xiangya Hospital, Central South University, Hunan, 410008, China
- National Engineering Research Center of Personalized Diagnostic and Therapeutic Technology, 410008, Hunan, China
- XiangYa School of Medicine, Central South University, Hunan, 410013, China
| | - Xiheng Hu
- Department of Dermatology, Xiangya Hospital, Central South University, Hunan, 410008, China
- Department of Urology, Xiangya Hospital, Central South University, Hunan, 410008, China
- Hunan Key Laboratory of Skin Cancer and Psoriasis, Hunan Engineering Research Center of Skin Health and Disease, Xiangya Hospital, Central South University, Hunan, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Hunan, 410008, China
| | - Yuancheng Liu
- Department of Dermatology, Xiangya Hospital, Central South University, Hunan, 410008, China
- Hunan Engineering Research Center of Skin Health and Disease, Central South University, Hunan, 410008, China
- Hunan Key Laboratory of Skin Cancer and Psoriasis, Xiangya Hospital, Central South University, Hunan, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Hunan, 410008, China
- National Engineering Research Center of Personalized Diagnostic and Therapeutic Technology, 410008, Hunan, China
| | - Sicen Lai
- Department of Dermatology, Xiangya Hospital, Central South University, Hunan, 410008, China
- Hunan Engineering Research Center of Skin Health and Disease, Central South University, Hunan, 410008, China
- Hunan Key Laboratory of Skin Cancer and Psoriasis, Xiangya Hospital, Central South University, Hunan, 410008, China
- National Engineering Research Center of Personalized Diagnostic and Therapeutic Technology, 410008, Hunan, China
- XiangYa School of Medicine, Central South University, Hunan, 410013, China
| | - Lingjia Hao
- Department of Dermatology, Xiangya Hospital, Central South University, Hunan, 410008, China
- Hunan Engineering Research Center of Skin Health and Disease, Central South University, Hunan, 410008, China
- Hunan Key Laboratory of Skin Cancer and Psoriasis, Xiangya Hospital, Central South University, Hunan, 410008, China
- National Engineering Research Center of Personalized Diagnostic and Therapeutic Technology, 410008, Hunan, China
- XiangYa School of Medicine, Central South University, Hunan, 410013, China
| | - Yihao Peng
- Department of Dermatology, Xiangya Hospital, Central South University, Hunan, 410008, China
- Hunan Engineering Research Center of Skin Health and Disease, Central South University, Hunan, 410008, China
- Hunan Key Laboratory of Skin Cancer and Psoriasis, Xiangya Hospital, Central South University, Hunan, 410008, China
- National Engineering Research Center of Personalized Diagnostic and Therapeutic Technology, 410008, Hunan, China
- XiangYa School of Medicine, Central South University, Hunan, 410013, China
| | - Yixin Li
- Department of Dermatology, Xiangya Hospital, Central South University, Hunan, 410008, China
- Hunan Engineering Research Center of Skin Health and Disease, Central South University, Hunan, 410008, China
- Hunan Key Laboratory of Skin Cancer and Psoriasis, Xiangya Hospital, Central South University, Hunan, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Hunan, 410008, China
- National Engineering Research Center of Personalized Diagnostic and Therapeutic Technology, 410008, Hunan, China
| | - Zirui Zhu
- Department of Dermatology, Xiangya Hospital, Central South University, Hunan, 410008, China
- Hunan Engineering Research Center of Skin Health and Disease, Central South University, Hunan, 410008, China
- Hunan Key Laboratory of Skin Cancer and Psoriasis, Xiangya Hospital, Central South University, Hunan, 410008, China
- National Engineering Research Center of Personalized Diagnostic and Therapeutic Technology, 410008, Hunan, China
- XiangYa School of Medicine, Central South University, Hunan, 410013, China
| | - Xing Huang
- Department of Dermatology, Xiangya Hospital, Central South University, Hunan, 410008, China
- Hunan Engineering Research Center of Skin Health and Disease, Central South University, Hunan, 410008, China
- Hunan Key Laboratory of Skin Cancer and Psoriasis, Xiangya Hospital, Central South University, Hunan, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Hunan, 410008, China
- National Engineering Research Center of Personalized Diagnostic and Therapeutic Technology, 410008, Hunan, China
| | - Kai Huang
- Department of Dermatology, Xiangya Hospital, Central South University, Hunan, 410008, China
- Hunan Engineering Research Center of Skin Health and Disease, Central South University, Hunan, 410008, China
- Hunan Key Laboratory of Skin Cancer and Psoriasis, Xiangya Hospital, Central South University, Hunan, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Hunan, 410008, China
- National Engineering Research Center of Personalized Diagnostic and Therapeutic Technology, 410008, Hunan, China
| | - Mi Zhang
- Department of Dermatology, Xiangya Hospital, Central South University, Hunan, 410008, China
- Hunan Engineering Research Center of Skin Health and Disease, Central South University, Hunan, 410008, China
- Hunan Key Laboratory of Skin Cancer and Psoriasis, Xiangya Hospital, Central South University, Hunan, 410008, China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Hunan, 410008, China
- National Engineering Research Center of Personalized Diagnostic and Therapeutic Technology, 410008, Hunan, China
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Dhar M, Berg MA. Efficient, nonparametric removal of noise and recovery of probability distributions from time series using nonlinear-correlation functions: Photon and photon-counting noise. J Chem Phys 2024; 161:034116. [PMID: 39028845 DOI: 10.1063/5.0212157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 06/28/2024] [Indexed: 07/21/2024] Open
Abstract
A preceding paper [M. Dhar, J. A. Dickinson, and M. A. Berg, J. Chem. Phys. 159, 054110 (2023)] shows how to remove additive noise from an experimental time series, allowing both the equilibrium distribution of the system and its Green's function to be recovered. The approach is based on nonlinear-correlation functions and is fully nonparametric: no initial model of the system or of the noise is needed. However, single-molecule spectroscopy often produces time series with either photon or photon-counting noise. Unlike additive noise, photon noise is signal-size correlated and quantized. Photon counting adds the potential for bias. This paper extends noise-corrected-correlation methods to these cases and tests them on synthetic datasets. Neither signal-size correlation nor quantization is a significant complication. Analysis of the sampling error yields guidelines for the data quality needed to recover the properties of a system with a given complexity. We show that bias in photon-counting data can be corrected, even at the high count rates needed to optimize the time resolution. Using all these results, we discuss the factors that limit the time resolution of single-molecule spectroscopy and the conditions that would be needed to push measurements into the submicrosecond region.
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Affiliation(s)
- Mainak Dhar
- Department of Chemistry and Biochemistry, University of South Carolina, Columbia, South Carolina 29208, USA
| | - Mark A Berg
- Department of Chemistry and Biochemistry, University of South Carolina, Columbia, South Carolina 29208, USA
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3
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Nguyen TD, Chen YI, Chen LH, Yeh HC. Recent Advances in Single-Molecule Tracking and Imaging Techniques. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2023; 16:253-284. [PMID: 37314878 DOI: 10.1146/annurev-anchem-091922-073057] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Since the early 1990s, single-molecule detection in solution at room temperature has enabled direct observation of single biomolecules at work in real time and under physiological conditions, providing insights into complex biological systems that the traditional ensemble methods cannot offer. In particular, recent advances in single-molecule tracking techniques allow researchers to follow individual biomolecules in their native environments for a timescale of seconds to minutes, revealing not only the distinct pathways these biomolecules take for downstream signaling but also their roles in supporting life. In this review, we discuss various single-molecule tracking and imaging techniques developed to date, with an emphasis on advanced three-dimensional (3D) tracking systems that not only achieve ultrahigh spatiotemporal resolution but also provide sufficient working depths suitable for tracking single molecules in 3D tissue models. We then summarize the observables that can be extracted from the trajectory data. Methods to perform single-molecule clustering analysis and future directions are also discussed.
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Affiliation(s)
- Trung Duc Nguyen
- Department of Biomedical Engineering, University of Texas at Austin, Austin, Texas, USA;
| | - Yuan-I Chen
- Department of Biomedical Engineering, University of Texas at Austin, Austin, Texas, USA;
| | - Limin H Chen
- Department of Biomedical Engineering, University of Texas at Austin, Austin, Texas, USA;
| | - Hsin-Chih Yeh
- Department of Biomedical Engineering, University of Texas at Austin, Austin, Texas, USA;
- Texas Materials Institute, University of Texas at Austin, Austin, Texas, USA
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4
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Singh D, Punia B, Chaudhury S. Theoretical Tools to Quantify Stochastic Fluctuations in Single-Molecule Catalysis by Enzymes and Nanoparticles. ACS OMEGA 2022; 7:47587-47600. [PMID: 36591158 PMCID: PMC9798497 DOI: 10.1021/acsomega.2c06316] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 12/02/2022] [Indexed: 06/11/2023]
Abstract
Single-molecule microscopic techniques allow the counting of successive turnover events and the study of the time-dependent fluctuations of the catalytic activities of individual enzymes and different sites on a single heterogeneous nanocatalyst. It is important to establish theoretical methods to obtain the statistical measurements of such stochastic fluctuations that provide insight into the catalytic mechanism. In this review, we discuss a few theoretical frameworks for evaluating the first passage time distribution functions using a self-consistent pathway approach and chemical master equations, to establish a connection with experimental observables. The measurable probability distribution functions and their moments depend on the molecular details of the reaction and provide a way to quantify the molecular mechanisms of the reaction process. The statistical measurements of these fluctuations should provide insight into the enzymatic mechanism.
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Affiliation(s)
- Divya Singh
- School
of Chemistry, Tel Aviv University, Tel Aviv6997801, Israel
| | - Bhawakshi Punia
- Department
of Chemistry, Indian Institute of Science
Education and Research, Dr. Homi Bhabha Road, Pune411008, Maharashtra, India
| | - Srabanti Chaudhury
- Department
of Chemistry, Indian Institute of Science
Education and Research, Dr. Homi Bhabha Road, Pune411008, Maharashtra, India
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5
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Chen C, Zhou Y, Chen C, Zhu S, Yan X. Quantification of Available Ligand Density on the Surface of Targeted Liposomal Nanomedicines at the Single-Particle Level. ACS NANO 2022; 16:6886-6897. [PMID: 35394292 DOI: 10.1021/acsnano.2c02084] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Active targeting has been hailed as one of the most promising strategies to further enhance the therapeutic efficacy of liposomal nanomedicines. Owing to the critical role of ligand density in mediating cellular uptake and the intrinsic heterogeneity of liposomal formulations, precise quantification of the surface ligand density on a single-particle basis is of fundamental importance. In this work, we report a method to simultaneously measure the particle size and the number of ligands on the same liposomal nanoparticles by nanoflow cytometry. Then the ligand density for each individual liposome can be determined. With an analysis rate up to 10 000 particles per minute, a statistically representative distribution of ligand density could be determined in minutes. By utilizing fluorescently labeled recombinant receptors as the detection probe against the conjugated ligands, only those available for cell targeting can be exclusively detected. The influence of ligand input, conjugation strategy, and the polyethylene glycol spacer length on the available ligand density of folate-modified liposomes was investigated. The correlation between the available ligand density and cell targeting capability was assessed in a quantitative perspective for liposomes modified with three different targeting moieties. The optimal ligand density was determined to be 0.5-2.0, 0.7, and 0.2 ligand per 100 nm2 for folate-, transferrin-, and HER2-antibody-conjugated liposomes, respectively. These optimal values agreed well with the spike density of the natural counterparts, viruses. The as-developed approach is generally applicable to a wide range of active-targeting nanocarriers.
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Affiliation(s)
- Chaoxiang Chen
- Department of Chemical Biology, MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, People's Republic of China
- Department of Biological Engineering, College of Ocean Food and Biological Engineering, Jimei University, Xiamen, Fujian 361021, People's Republic of China
| | - Yingxing Zhou
- Department of Chemical Biology, MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, People's Republic of China
| | - Chen Chen
- Department of Chemical Biology, MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, People's Republic of China
| | - Shaobin Zhu
- Department of Chemical Biology, MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, People's Republic of China
| | - Xiaomei Yan
- Department of Chemical Biology, MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, People's Republic of China
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6
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A single-molecule stochastic theory of protein-ligand binding in the presence of multiple unfolding/folding and ligand binding pathways. Biophys Chem 2022; 285:106803. [DOI: 10.1016/j.bpc.2022.106803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 03/17/2022] [Accepted: 03/17/2022] [Indexed: 11/19/2022]
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7
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Tomal W, Szymaszek P, Bilut M, Popielarz R, Świergosz T, Ortyl J. meta-Terphenyls as versatile fluorescent molecular sensors for monitoring the progress of hybrid polymerization processes. Polym Chem 2022. [DOI: 10.1039/d2py00525e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
meta-Terphenyl derivatives were used as versatile fluorescent sensors for online monitoring of hybrid photopolymerization that allow seeing the difference between different types of polymerization processes involved in the hybrid polymerization.
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Affiliation(s)
- Wiktoria Tomal
- Department of Biotechnology and Physical Chemistry, Faculty of Chemical Engineering and Technology, Cracow University of Technology, Warszawska 24, 31 155 Kraków, Poland
| | - Patryk Szymaszek
- Department of Biotechnology and Physical Chemistry, Faculty of Chemical Engineering and Technology, Cracow University of Technology, Warszawska 24, 31 155 Kraków, Poland
| | - Magdalena Bilut
- Department of Biotechnology and Physical Chemistry, Faculty of Chemical Engineering and Technology, Cracow University of Technology, Warszawska 24, 31 155 Kraków, Poland
| | - Roman Popielarz
- Department of Biotechnology and Physical Chemistry, Faculty of Chemical Engineering and Technology, Cracow University of Technology, Warszawska 24, 31 155 Kraków, Poland
| | - Tomasz Świergosz
- Department of Chemical Technology and Environmental Analysis, Faculty of Chemical Engineering and Technology, Cracow University of Technology, Warszawska 24, 31 155 Kraków, Poland
| | - Joanna Ortyl
- Department of Biotechnology and Physical Chemistry, Faculty of Chemical Engineering and Technology, Cracow University of Technology, Warszawska 24, 31 155 Kraków, Poland
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8
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Luchian T, Mereuta L, Park Y, Asandei A, Schiopu I. Single-molecule, hybridization-based strategies for short nucleic acids detection and recognition with nanopores. Proteomics 2021; 22:e2100046. [PMID: 34275186 DOI: 10.1002/pmic.202100046] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Revised: 06/21/2021] [Accepted: 07/13/2021] [Indexed: 12/23/2022]
Abstract
DNA nanotechnology has seen large developments over the last 30 years through the combination of detection and discovery of DNAs, and solid phase synthesis to increase the chemical functionalities on nucleic acids, leading to the emergence of novel and sophisticated in features, nucleic acids-based biopolymers. Arguably, nanopores developed for fast and direct detection of a large variety of molecules, are part of a revolutionary technological evolution which led to cheaper, smaller and considerably easier to use devices enabling DNA detection and sequencing at the single-molecule level. Through their versatility, the nanopore-based tools proved useful biomedicine, nanoscale chemistry, biology and physics, as well as other disciplines spanning materials science to ecology and anthropology. This mini-review discusses the progress of nanopore- and hybridization-based DNA detection, and explores a range of state-of-the-art applications afforded through the combination of certain synthetically-derived polymers mimicking nucleic acids and nanopores, for the single-molecule biophysics on short DNA structures.
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Affiliation(s)
- Tudor Luchian
- Department of Physics, Alexandru I. Cuza University, Iasi, Romania
| | - Loredana Mereuta
- Department of Physics, Alexandru I. Cuza University, Iasi, Romania
| | - Yoonkyung Park
- Department of Biomedical Science and Research Center for Proteinaceous Materials (RCPM), Chosun University, Gwangju, Republic of Korea
| | - Alina Asandei
- Interdisciplinary Research Institute, Sciences Department, "Alexandru I. Cuza" University, Iasi, Romania
| | - Irina Schiopu
- Interdisciplinary Research Institute, Sciences Department, "Alexandru I. Cuza" University, Iasi, Romania
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9
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Hodge SR, Berg MA. Nonlinear measurements of kinetics and generalized dynamical modes. I. Extracting the one-dimensional Green's function from a time series. J Chem Phys 2021; 155:024122. [PMID: 34266246 DOI: 10.1063/5.0053422] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Often, a single correlation function is used to measure the kinetics of a complex system. In contrast, a large set of k-vector modes and their correlation functions are commonly defined for motion in free space. This set can be transformed to the van Hove correlation function, which is the Green's function for molecular diffusion. Here, these ideas are generalized to other observables. A set of correlation functions of nonlinear functions of an observable is used to extract the corresponding Green's function. Although this paper focuses on nonlinear correlation functions of an equilibrium time series, the results are directly connected to other types of nonlinear kinetics, including perturbation-response experiments with strong fields. Generalized modes are defined as the orthogonal polynomials associated with the equilibrium distribution. A matrix of mode-correlation functions can be transformed to the complete, single-time-interval (1D) Green's function. Diagonalizing this matrix finds the eigendecays. To understand the advantages and limitation of this approach, Green's functions are calculated for a number of models of complex dynamics within a Gaussian probability distribution. Examples of non-diffusive motion, rate heterogeneity, and range heterogeneity are examined. General arguments are made that a full set of nonlinear 1D measurements is necessary to extract all the information available in a time series. However, when a process is neither dynamically Gaussian nor Markovian, they are not sufficient. In those cases, additional multidimensional measurements are needed.
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Affiliation(s)
- Stuart R Hodge
- Department of Chemistry and Biochemistry, University of South Carolina, Columbia, South Carolina 29208, USA
| | - Mark A Berg
- Department of Chemistry and Biochemistry, University of South Carolina, Columbia, South Carolina 29208, USA
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10
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Tomas NM, Mortensen SA, Wilmanns M, Huber TB. Across scales: novel insights into kidney health and disease by structural biology. Kidney Int 2021; 100:281-288. [PMID: 33940110 DOI: 10.1016/j.kint.2021.03.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 03/16/2021] [Accepted: 03/25/2021] [Indexed: 11/25/2022]
Abstract
Over the past decades, structural biology methods such as X-ray crystallography and cryo-electron microscopy have been increasingly used to study protein functions, molecular interactions, physiological processes, and disease mechanisms. This review outlines a selection of structural biology methods, highlights recent examples of how structural analyses have contributed to a more profound understanding of the machinery of life, and gives a perspective on how these methods can be applied to investigate functions of kidney molecules and pathogenic mechanisms of renal diseases.
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Affiliation(s)
- Nicola M Tomas
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Simon A Mortensen
- European Molecular Biology Laboratory, Hamburg Unit, Hamburg, Germany
| | - Matthias Wilmanns
- European Molecular Biology Laboratory, Hamburg Unit, Hamburg, Germany; University Hamburg Clinical Centre Hamburg-Eppendorf, Hamburg, Germany
| | - Tobias B Huber
- III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
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11
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Sohrabi S, Kassir N, Keshavarz Moraveji M. Droplet microfluidics: fundamentals and its advanced applications. RSC Adv 2020; 10:27560-27574. [PMID: 35516933 PMCID: PMC9055587 DOI: 10.1039/d0ra04566g] [Citation(s) in RCA: 92] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2020] [Revised: 09/03/2020] [Accepted: 07/09/2020] [Indexed: 01/09/2023] Open
Abstract
Droplet-based microfluidic systems have been shown to be compatible with many chemical and biological reagents and capable of performing a variety of operations that can be rendered programmable and reconfigurable. This platform has dimensional scaling benefits that have enabled controlled and rapid mixing of fluids in the droplet reactors, resulting in decreased reaction times. This, coupled with the precise generation and repeatability of droplet operations, has made the droplet-based microfluidic system a potent high throughput platform for biomedical research and applications. In addition to being used as micro-reactors ranging from the nano- to femtoliter (10-15 liters) range; droplet-based systems have also been used to directly synthesize particles and encapsulate many biological entities for biomedicine and biotechnology applications. For this, in the following article we will focus on the various droplet operations, as well as the numerous applications of the system and its future in many advanced scientific fields. Due to advantages of droplet-based systems, this technology has the potential to offer solutions to today's biomedical engineering challenges for advanced diagnostics and therapeutics.
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Affiliation(s)
- Somayeh Sohrabi
- Department of Chemical Engineering, Amirkabir University of Technology, Tehran Polytechnic Iran
| | - Nour Kassir
- Department of Chemical Engineering, Amirkabir University of Technology, Tehran Polytechnic Iran
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12
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Mereuta L, Asandei A, Dragomir IS, Bucataru IC, Park J, Seo CH, Park Y, Luchian T. Sequence-specific detection of single-stranded DNA with a gold nanoparticle-protein nanopore approach. Sci Rep 2020; 10:11323. [PMID: 32647249 PMCID: PMC7347621 DOI: 10.1038/s41598-020-68258-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2020] [Accepted: 06/22/2020] [Indexed: 12/13/2022] Open
Abstract
Fast, cheap and easy to use nucleic acids detection methods are crucial to mitigate adverse impacts caused by various pathogens, and are essential in forensic investigations, food safety monitoring or evolution of infectious diseases. We report here a method based on the α-hemolysin (α-HL) nanopore, working in conjunction to unmodified citrate anion-coated gold nanoparticles (AuNPs), to detect nanomolar concentrations of short single-stranded DNA sequences (ssDNA). The core idea was to use charge neutral peptide nucleic acids (PNA) as hybridization probe for complementary target ssDNAs, and monitor at the single-particle level the PNA-induced aggregation propensity AuNPs during PNA–DNA duplexes formation, by recording ionic current blockades signature of AuNP–α-HL interactions. This approach offers advantages including: (1) a simple to operate platform, producing clear-cut readout signals based on distinct size differences of PNA-induced AuNPs aggregates, in relation to the presence in solution of complementary ssDNAs to the PNA fragments (2) sensitive and selective detection of target ssDNAs (3) specific ssDNA detection in the presence of interference DNA, without sample labeling or signal amplification. The powerful synergy of protein nanopore-based nanoparticle detection and specific PNA–DNA hybridization introduces a new strategy for nucleic acids biosensing with short detection time and label-free operation.
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Affiliation(s)
- Loredana Mereuta
- Department of Physics, 'Alexandru I. Cuza' University, 700506, Iasi, Romania.
| | - Alina Asandei
- Sciences Department, Interdisciplinary Research Institute, 'Alexandru I. Cuza' University, 700506, Iasi, Romania
| | - Isabela S Dragomir
- Sciences Department, Interdisciplinary Research Institute, 'Alexandru I. Cuza' University, 700506, Iasi, Romania
| | - Ioana C Bucataru
- Department of Physics, 'Alexandru I. Cuza' University, 700506, Iasi, Romania
| | - Jonggwan Park
- Department of Bioinformatics, Kongju National University, Kongju, 32588, Republic of Korea
| | - Chang Ho Seo
- Department of Bioinformatics, Kongju National University, Kongju, 32588, Republic of Korea
| | - Yoonkyung Park
- Department of Biomedical Science and Research Center for Proteinaceous Materials (RCPM), Chosun University, Gwangju, 61452, Republic of Korea.
| | - Tudor Luchian
- Department of Physics, 'Alexandru I. Cuza' University, 700506, Iasi, Romania.
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13
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Affiliation(s)
- Jörg Enderlein
- Georg August University, Third Institute of Physics - Biophysics, Göttingen, Germany.
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14
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Yang X, Zhu F, Shi W, Li Y, Zeng Y, Yan M, Cui Y, Sun G. A 4-N,N-dimethylaminoaniline salicylaldehyde Schiff-base solution-solid dual emissive fluorophore: An aggregation-induced turquoise emission characteristics in liquid as a fluorescent probe for Zn 2+ response; a strong near-infrared emission in solid state and application for optical data storage. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2020; 226:117608. [PMID: 31605971 DOI: 10.1016/j.saa.2019.117608] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2019] [Revised: 09/06/2019] [Accepted: 10/06/2019] [Indexed: 06/10/2023]
Abstract
A new Schiff-base 1 based on 4-N,N-dimethylaminoaniline salicylaldehyde is developed. It possesses unique solution-solid dual emission behaviour with emission color: an aggregation-induced bright turquoise emission in liquid and strong near-infrared emission in the solid state. Interestingly, on the one hand, compound 1 is promising a ratiometric fluorescent probe for Zn2+ ions detection in the aqueous solution with high sensitivity, selectivity, and relatively low detection limit. On the other hand, based on its inner stimuli-responsive nature, outstanding thermostability and photostability, 1 should be a very promising candidate for the write-once read-many optical data storage medium.
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Affiliation(s)
- Xiaofeng Yang
- School of Chemistry and Chemical Engineering, University of Jinan, No. 336, West Road of Nan Xinzhuang, Jinan, 250022, Shandong, China; Department of Medicinal Chemistry, Key Laboratory of Chemical Biology (Ministry of Education), Shandong University, Jinan, 250012, Shandong, China.
| | - Fengqiao Zhu
- School of Chemistry and Chemical Engineering, University of Jinan, No. 336, West Road of Nan Xinzhuang, Jinan, 250022, Shandong, China
| | - Wendi Shi
- School of Chemistry and Chemical Engineering, University of Jinan, No. 336, West Road of Nan Xinzhuang, Jinan, 250022, Shandong, China
| | - Yexin Li
- School of Chemistry and Chemical Engineering, University of Jinan, No. 336, West Road of Nan Xinzhuang, Jinan, 250022, Shandong, China
| | - Yinan Zeng
- School of Chemistry and Chemical Engineering, University of Jinan, No. 336, West Road of Nan Xinzhuang, Jinan, 250022, Shandong, China
| | - Mei Yan
- School of Chemistry and Chemical Engineering, University of Jinan, No. 336, West Road of Nan Xinzhuang, Jinan, 250022, Shandong, China
| | - Yu Cui
- School of Chemistry and Chemical Engineering, University of Jinan, No. 336, West Road of Nan Xinzhuang, Jinan, 250022, Shandong, China
| | - Guoxin Sun
- School of Chemistry and Chemical Engineering, University of Jinan, No. 336, West Road of Nan Xinzhuang, Jinan, 250022, Shandong, China
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15
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Lian H, He S, Chen C, Yan X. Flow Cytometric Analysis of Nanoscale Biological Particles and Organelles. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2019; 12:389-409. [PMID: 30978294 DOI: 10.1146/annurev-anchem-061318-115042] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Analysis of nanoscale biological particles and organelles (BPOs) at the single-particle level is fundamental to the in-depth study of biosciences. Flow cytometry is a versatile technique that has been well-established for the analysis of eukaryotic cells, yet conventional flow cytometry can hardly meet the sensitivity requirement for nanoscale BPOs. Recent advances in high-sensitivity flow cytometry have made it possible to conduct precise, sensitive, and specific analyses of nanoscale BPOs, with exceptional benefits for bacteria, mitochondria, viruses, and extracellular vesicles (EVs). In this article, we discuss the significance, challenges, and efforts toward sensitivity enhancement, followed by the introduction of flow cytometric analysis of nanoscale BPOs. With the development of the nano-flow cytometer that can detect single viruses and EVs as small as 27 nm and 40 nm, respectively, more exciting applications in nanoscale BPO analysis can be envisioned.
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Affiliation(s)
| | | | - Chaoxiang Chen
- MOE Key Laboratory of Spectrochemical Analysis and Instrumentation; Key Laboratory for Chemical Biology of Fujian Province; Collaborative Innovation Center of Chemistry for Energy Material; and Department of Chemical Biology, College of Chemistry and Engineering, Xiamen University, Xiamen, Fujian 361005, China;
| | - Xiaomei Yan
- MOE Key Laboratory of Spectrochemical Analysis and Instrumentation; Key Laboratory for Chemical Biology of Fujian Province; Collaborative Innovation Center of Chemistry for Energy Material; and Department of Chemical Biology, College of Chemistry and Engineering, Xiamen University, Xiamen, Fujian 361005, China;
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16
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Ortyl J, Fiedor P, Chachaj-Brekiesz A, Pilch M, Hola E, Galek M. The Applicability of 2-amino-4,6-diphenyl-pyridine-3-carbonitrile Sensors for Monitoring Different Types of Photopolymerization Processes and Acceleration of Cationic and Free-Radical Photopolymerization Under Near UV Light. SENSORS (BASEL, SWITZERLAND) 2019; 19:E1668. [PMID: 30965585 PMCID: PMC6480573 DOI: 10.3390/s19071668] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/16/2019] [Revised: 04/03/2019] [Accepted: 04/03/2019] [Indexed: 12/29/2022]
Abstract
The performance of a series of 2-amino-4,6-diphenyl-pyridine-3-carbonitrile derivatives as fluorescent molecular sensors for monitoring photopolymerization processes of different monomers by the Fluorescence Probe Technique (FPT) was studied. It has been shown that the new derivatives are characterized by much higher sensitivity than the commercially available 7-diethylamino-4-methylcoumarin (Coumarin 1) and trans-2-(2',5'-dimethoxyphenyl)ethenyl-2,3,4, 5,6-pentafluorobenzene (25ST) probes. It has been discovered that the 2-amino-4,6-diphenyl-pyridine-3-carbonitrile derivatives accelerate the cationic photopolymerization process initiated with diphenyliodonium photoinitiators at the wavelength where the photoinitiator alone does not work. They are particularly efficient for the photoinitiation of cationic photopolymerization of an epoxide and vinyl monomers. Consequently, the application of the 2-amino-4,6-diphenyl-pyridine-3-carbonitrile derivatives in a dual role: (a) as fluorescent sensors for monitoring the free-radical, thiol-ene and cationic polymerization progress, and (b) as long-wavelength co-initiators for diphenyliodonium salts initiators, is proposed.
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Affiliation(s)
- Joanna Ortyl
- Faculty of Chemical Engineering and Technology, Cracow University of Technology, Warszawska 24, 31-155 Cracow, Poland.
- Photo HiTech Ltd., Bobrzyńskiego 14, 30-348 Cracow, Poland.
| | - Paweł Fiedor
- Faculty of Chemical Engineering and Technology, Cracow University of Technology, Warszawska 24, 31-155 Cracow, Poland.
| | - Anna Chachaj-Brekiesz
- Faculty of Chemistry, Jagiellonian University, Gronostajowa 2, 30-387 Cracow, Poland.
| | - Maciej Pilch
- Faculty of Chemical Engineering and Technology, Cracow University of Technology, Warszawska 24, 31-155 Cracow, Poland.
| | - Emilia Hola
- Faculty of Chemical Engineering and Technology, Cracow University of Technology, Warszawska 24, 31-155 Cracow, Poland.
| | - Mariusz Galek
- Photo HiTech Ltd., Bobrzyńskiego 14, 30-348 Cracow, Poland.
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17
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Abdollah-Nia F, Gelfand MP, Van Orden A. Three-State DNA Hairpin Conformational Dynamics Revealed by Higher-Order Fluorescence Correlation Spectroscopy. J Phys Chem B 2019; 123:1491-1504. [DOI: 10.1021/acs.jpcb.8b10703] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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18
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Li D, Li G, Che W, Zhu D, Su Z. A remarkable phosphorescent sensor for acid–base vapours based on an AIPE-active Ir(iii) complex. Dalton Trans 2019; 48:1955-1959. [DOI: 10.1039/c8dt04681f] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
A novel AIPE-active neutral mononuclear Schiff base ligand Ir(iii) complex has been synthesized for rapid and reversible phosphorescent sensing of acid–base vapours.
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Affiliation(s)
- Dan Li
- Key Laboratory of Nanobiosensing and Nanobioanalysis at Universities of Jilin Province
- Department of Chemistry
- Northeast Normal University
- Changchun
- P.R. China
| | - Guangfu Li
- Key Laboratory of Nanobiosensing and Nanobioanalysis at Universities of Jilin Province
- Department of Chemistry
- Northeast Normal University
- Changchun
- P.R. China
| | - Weilong Che
- Key Laboratory of Nanobiosensing and Nanobioanalysis at Universities of Jilin Province
- Department of Chemistry
- Northeast Normal University
- Changchun
- P.R. China
| | - Dongxia Zhu
- Key Laboratory of Nanobiosensing and Nanobioanalysis at Universities of Jilin Province
- Department of Chemistry
- Northeast Normal University
- Changchun
- P.R. China
| | - Zhongmin Su
- Key Laboratory of Nanobiosensing and Nanobioanalysis at Universities of Jilin Province
- Department of Chemistry
- Northeast Normal University
- Changchun
- P.R. China
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19
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Zhang N, Dong B, Kong X, Wang C, Song W, Lin W. Two-photon imaging of 1,4-dithiothreitol (DTT) by a red-emissive fluorescent probe in living cells, tissues and animals. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2018; 205:528-533. [PMID: 30077141 DOI: 10.1016/j.saa.2018.07.041] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2018] [Revised: 07/11/2018] [Accepted: 07/12/2018] [Indexed: 06/08/2023]
Abstract
1,4-Dithiothreitol (DTT) is an important small-molecular reducing agent and has extensive applications in biochemistry, peptide/protein chemistry and clinical medicine. The development of effective methods for monitoring DTT is of great importance for its safe use and studying its toxicity to human. In this work, we present a two-photon red-emissive probe for the imaging of DTT in living cells, tissues and animals. The probe employed a two-photon red-emissive xanthene dye as the fluorophore and selected 2,4-dinitrophenylate as the novel recognition site for DTT. In response to DTT, the probe displayed excellent sensitivity and selectivity. The probe was successfully applied to the two-photon imaging of DTT in living cells, and the imaging of DTT in living tissues and animals.
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Affiliation(s)
- Nan Zhang
- Institute of Fluorescent Probes for Biological Imaging, School of Chemistry and Chemical Engineering, School of Materials Science and Engineering, University of Jinan, Jinan, Shandong 250022, PR China
| | - Baoli Dong
- Institute of Fluorescent Probes for Biological Imaging, School of Chemistry and Chemical Engineering, School of Materials Science and Engineering, University of Jinan, Jinan, Shandong 250022, PR China
| | - Xiuqi Kong
- Institute of Fluorescent Probes for Biological Imaging, School of Chemistry and Chemical Engineering, School of Materials Science and Engineering, University of Jinan, Jinan, Shandong 250022, PR China
| | - Chao Wang
- Institute of Fluorescent Probes for Biological Imaging, School of Chemistry and Chemical Engineering, School of Materials Science and Engineering, University of Jinan, Jinan, Shandong 250022, PR China
| | - Wenhui Song
- Institute of Fluorescent Probes for Biological Imaging, School of Chemistry and Chemical Engineering, School of Materials Science and Engineering, University of Jinan, Jinan, Shandong 250022, PR China
| | - Weiying Lin
- Institute of Fluorescent Probes for Biological Imaging, School of Chemistry and Chemical Engineering, School of Materials Science and Engineering, University of Jinan, Jinan, Shandong 250022, PR China.
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20
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Li SS, Kong QY, Zhang M, Yang F, Kang B, Xu JJ, Chen HY. Plasmon-Resonance-Energy-Transfer-Based Spectroscopy on Single Nanoparticles: Biomolecular Recognition and Enzyme Kinetics. Anal Chem 2018; 90:3833-3841. [DOI: 10.1021/acs.analchem.7b04467] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
- Shan-Shan Li
- State Key Laboratory of Analytical Chemistry for Life Science and Collaborative Innovation Center of Chemistry for Life Sciences, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210023, China
| | - Qing-Ying Kong
- State Key Laboratory of Analytical Chemistry for Life Science and Collaborative Innovation Center of Chemistry for Life Sciences, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210023, China
| | - Miao Zhang
- State Key Laboratory of Analytical Chemistry for Life Science and Collaborative Innovation Center of Chemistry for Life Sciences, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210023, China
| | - Fan Yang
- State Key Laboratory of Analytical Chemistry for Life Science and Collaborative Innovation Center of Chemistry for Life Sciences, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210023, China
| | - Bin Kang
- State Key Laboratory of Analytical Chemistry for Life Science and Collaborative Innovation Center of Chemistry for Life Sciences, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210023, China
| | - Jing-Juan Xu
- State Key Laboratory of Analytical Chemistry for Life Science and Collaborative Innovation Center of Chemistry for Life Sciences, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210023, China
| | - Hong-Yuan Chen
- State Key Laboratory of Analytical Chemistry for Life Science and Collaborative Innovation Center of Chemistry for Life Sciences, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210023, China
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21
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Rajagopal V, Stokes C, Ferzoco A. A Linear Ion Trap with an Expanded Inscribed Diameter to Improve Optical Access for Fluorescence Spectroscopy. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2018; 29:260-269. [PMID: 28822082 DOI: 10.1007/s13361-017-1763-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2017] [Revised: 07/17/2017] [Accepted: 07/18/2017] [Indexed: 06/07/2023]
Abstract
We report a custom-geometry linear ion trap designed for fluorescence spectroscopy of gas-phase ions at ambient to cryogenic temperatures. Laser-induced fluorescence from trapped ions is collected from between the trapping rods, orthogonal to the excitation laser that runs along the axis of the linear ion trap. To increase optical access to the ion cloud, the diameter of the round trapping rods is 80% of the inscribed diameter, rather than the roughly 110% used to approximate purely quadrupolar electric fields. To encompass as much of the ion cloud as possible, the first collection optic has a 25.4 mm diameter and a numerical aperture of 0.6. The choice of geometry and collection optics yields 107 detected photons/s from trapped rhodamine 6G ions. The trap is coupled to a closed-cycle helium refrigerator, which in combination with two 50 Ohm heaters enables temperature control to below 25 K on the rod electrodes. The purpose of the instrument is to broaden the applicability of fluorescence spectroscopy of gas-phase ions to cases where photon emission is a minority relaxation pathway. Such studies are important to understand how the microenvironment of a chromophore influences excited state charge transfer processes. Graphical Abstract ᅟ.
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Affiliation(s)
| | - Chris Stokes
- The Rowland Institute at Harvard University, Cambridge, MA, 02142, USA
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22
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Peng S, Wang W, Chen C. Breaking the Concentration Barrier for Single-Molecule Fluorescence Measurements. Chemistry 2017; 24:1002-1009. [DOI: 10.1002/chem.201704065] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Indexed: 11/09/2022]
Affiliation(s)
- Sijia Peng
- School of Life Sciences, Tsinghua-Peking Joint Center for Life Sciences, and Beijing Advanced Innovation Center for Structural Biology; Tsinghua University; Beijing, 100084 P.R. China
| | - Wenjuan Wang
- School of Life Sciences and Technology Center for Protein Sciences; Tsinghua University; Beijing, 100084 P.R. China
| | - Chunlai Chen
- School of Life Sciences, Tsinghua-Peking Joint Center for Life Sciences, and Beijing Advanced Innovation Center for Structural Biology; Tsinghua University; Beijing, 100084 P.R. China
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23
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Yan Y, Meng L, Zhang W, Zheng Y, Wang S, Ren B, Yang Z, Yan X. High-Throughput Single-Particle Analysis of Metal-Enhanced Fluorescence in Free Solution Using Ag@SiO 2 Core-Shell Nanoparticles. ACS Sens 2017; 2:1369-1376. [PMID: 28836759 DOI: 10.1021/acssensors.7b00522] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Metal-enhanced fluorescence (MEF) based on localized surface plasmon resonance (LSPR) is an effective strategy to increase the detection sensitivity in biotechnology and biomedicine. Because plasmonic nanoparticles are intrinsically heterogeneous, high-throughput single-particle analysis of MEF in free solution are highly demanded for the mechanistic understanding and control of this nanoscale process. Here, we report the application of a laboratory-built high-sensitivity flow cytometer (HSFCM) to investigate the fluorescence-enhancing effect of individual plasmonic nanoparticles on nearby fluorophore molecules. Ag@SiO2 core-shell nanoparticles were used as the model system which comprised a silver core, a silica shell, and an FITC-doped thin layer of silica shell. FITC-doped silica nanoparticles of the same particle size but without silver core were used as the counterparts. Both the side scattering and fluorescence signals of single nanoparticles in suspension were measured simultaneously by the HSFCM at a speed of thousands of particles per minute. The roles of silver core size (40-100 nm) and fluorophore-metal distance (5-30 nm) were systematically examined. Fluorescence enhancement factor exceeding 30 was observed at silver core size of 70 nm and silica shell thickness of 5 nm. Compared with ensemble-averaged spectrofluorometric measurements, our experimental observation at the single-particle level was well supported by the finite difference time domain (FDTD) calculation. It allows us to achieve a fundamental understanding of MEF, which is important to the design and control of plasmonic nanostructures for efficient fluorescence enhancement.
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Affiliation(s)
- Ya Yan
- MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, and ‡Department of Physics, Xiamen University, Xiamen, Fujian 361005, P. R. China
| | - Lingyan Meng
- MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, and ‡Department of Physics, Xiamen University, Xiamen, Fujian 361005, P. R. China
| | - Wenqiang Zhang
- MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, and ‡Department of Physics, Xiamen University, Xiamen, Fujian 361005, P. R. China
| | - Yan Zheng
- MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, and ‡Department of Physics, Xiamen University, Xiamen, Fujian 361005, P. R. China
| | - Shuo Wang
- MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, and ‡Department of Physics, Xiamen University, Xiamen, Fujian 361005, P. R. China
| | - Bin Ren
- MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, and ‡Department of Physics, Xiamen University, Xiamen, Fujian 361005, P. R. China
| | - Zhilin Yang
- MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, and ‡Department of Physics, Xiamen University, Xiamen, Fujian 361005, P. R. China
| | - Xiaomei Yan
- MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, and ‡Department of Physics, Xiamen University, Xiamen, Fujian 361005, P. R. China
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24
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Chang TW, Wang X, Mahigir A, Veronis G, Liu GL, Gartia MR. Marangoni Convection Assisted Single Molecule Detection with Nanojet Surface Enhanced Raman Spectroscopy. ACS Sens 2017; 2:1133-1138. [PMID: 28726383 DOI: 10.1021/acssensors.7b00427] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Many single-molecule (SM) label-free techniques such as scanning probe microscopies (SPM) and magnetic force spectroscopies (MFS) provide high resolution surface topography information, but lack chemical information. Typical surface enhanced Raman spectroscopy (SERS) systems provide chemical information on the analytes, but lack spatial resolution. In addition, a challenge in SERS sensors is to bring analytes into the so-called "hot spots" (locations where the enhancement of electromagnetic field amplitude is larger than 103). Previously described methods of fluid transport around hot spots like thermophoresis, thermodiffusion/Soret effect, and electrothermoplasmonic flow are either too weak or detrimental in bringing new molecules to hot spots. Herein, we combined the resonant plasmonic enhancement and photonic nanojet enhancemnet of local electric field on nonplanar SERS structures, to construct a stable, high-resolution, and below diffraction limit platform for single molecule label-free detection. In addition, we utilize Marangoni convection (mass transfer due to surface tension gradient) to bring new analytes into the hotspot. An enhancement factor of ∼3.6 × 1010 was obtained in the proposed system. Rhodamine-6G (R6G) detection of up to a concentration of 10-12 M, an improvement of two orders of magnitude, was achieved using the nanojet effect. The proposed system could provide a simple, high throughput SERS system for single molecule analysis at high spatial resolution.
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Affiliation(s)
- Te-Wei Chang
- Intel Corporation, Ronler Acres
Campus, 2501 NW 229th Ave, Hillsboro, Oregon 97124, United States
| | - Xinhao Wang
- Department
of Electrical and Computer Engineering, University of Illinois at Urbana−Champaign, Urbana, Illinois 61801 United States
| | - Amirreza Mahigir
- School
of Electrical Engineering and Computer Science, Louisiana State University, Baton Rouge, Louisiana 70803, United States
| | - Georgios Veronis
- School
of Electrical Engineering and Computer Science, Louisiana State University, Baton Rouge, Louisiana 70803, United States
| | - Gang Logan Liu
- Department
of Electrical and Computer Engineering, University of Illinois at Urbana−Champaign, Urbana, Illinois 61801 United States
| | - Manas Ranjan Gartia
- Department
of Mechanical and Industrial Engineering, Louisiana State University, Baton
Rouge, Louisiana 70803, United States
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25
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26
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Liu YL, Perillo EP, Liu C, Yu P, Chou CK, Hung MC, Dunn AK, Yeh HC. Segmentation of 3D Trajectories Acquired by TSUNAMI Microscope: An Application to EGFR Trafficking. Biophys J 2017; 111:2214-2227. [PMID: 27851944 DOI: 10.1016/j.bpj.2016.09.041] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2016] [Revised: 09/22/2016] [Accepted: 09/26/2016] [Indexed: 11/30/2022] Open
Abstract
Whereas important discoveries made by single-particle tracking have changed our view of the plasma membrane organization and motor protein dynamics in the past three decades, experimental studies of intracellular processes using single-particle tracking are rather scarce because of the lack of three-dimensional (3D) tracking capacity. In this study we use a newly developed 3D single-particle tracking method termed TSUNAMI (Tracking of Single particles Using Nonlinear And Multiplexed Illumination) to investigate epidermal growth factor receptor (EGFR) trafficking dynamics in live cells at 16/43 nm (xy/z) spatial resolution, with track duration ranging from 2 to 10 min and vertical tracking depth up to tens of microns. To analyze the long 3D trajectories generated by the TSUNAMI microscope, we developed a trajectory analysis algorithm, which reaches 81% segment classification accuracy in control experiments (termed simulated movement experiments). When analyzing 95 EGF-stimulated EGFR trajectories acquired in live skin cancer cells, we find that these trajectories can be separated into three groups-immobilization (24.2%), membrane diffusion only (51.6%), and transport from membrane to cytoplasm (24.2%). When EGFRs are membrane-bound, they show an interchange of Brownian diffusion and confined diffusion. When EGFRs are internalized, transitions from confined diffusion to directed diffusion and from directed diffusion back to confined diffusion are clearly seen. This observation agrees well with the model of clathrin-mediated endocytosis.
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Affiliation(s)
- Yen-Liang Liu
- Department of Biomedical Engineering, University of Texas at Austin, Austin, Texas
| | - Evan P Perillo
- Department of Biomedical Engineering, University of Texas at Austin, Austin, Texas
| | - Cong Liu
- Department of Biomedical Engineering, University of Texas at Austin, Austin, Texas
| | - Peter Yu
- Department of Biomedical Engineering, University of Texas at Austin, Austin, Texas
| | - Chao-Kai Chou
- Department of Molecular and Cellular Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas; Center for Molecular Medicine and Graduate Institute of Cancer Biology, China Medical University, Taichung, Taiwan
| | - Mien-Chie Hung
- Department of Molecular and Cellular Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas; Center for Molecular Medicine and Graduate Institute of Cancer Biology, China Medical University, Taichung, Taiwan
| | - Andrew K Dunn
- Department of Biomedical Engineering, University of Texas at Austin, Austin, Texas
| | - Hsin-Chih Yeh
- Department of Biomedical Engineering, University of Texas at Austin, Austin, Texas.
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27
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Liu C, Obliosca JM, Liu YL, Chen YA, Jiang N, Yeh HC. 3D single-molecule tracking enables direct hybridization kinetics measurement in solution. NANOSCALE 2017; 9:5664-5670. [PMID: 28422238 PMCID: PMC5515391 DOI: 10.1039/c7nr01369h] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Single-molecule measurements of DNA hybridization kinetics are mostly performed on a surface or inside a trap. Here we demonstrate a time-resolved, 3D single-molecule tracking (3D-SMT) method that allows us to follow a freely diffusing ssDNA molecule in solution for hundreds of milliseconds or even seconds and observe multiple annealing and melting events taking place on the same molecule. This is achieved by combining confocal-feedback 3D-SMT with time-domain fluorescence lifetime measurement, where fluorescence lifetime serves as the indicator of hybridization. With sub-diffraction-limit spatial resolution in molecular tracking and 15 ms temporal resolution in monitoring the change of reporter's lifetime, we have demonstrated a full characterization of annealing rate (kon = 5.13 × 106 M-1 s-1), melting rate (koff = 9.55 s-1), and association constant (Ka = 0.54 μM-1) of an 8 bp duplex model system diffusing at 4.8 μm2 s-1. As our method completely eliminates the photobleaching artifacts and diffusion interference, our kon and koff results well represent the real kinetics in solution. Our binding kinetics measurement can be carried out in a low signal-to-noise ratio condition (SNR ≈ 1.4) where ∼130 recorded photons are sufficient for a lifetime estimation. Using a population-level analysis, we can characterize hybridization kinetics over a wide range (0.5-125 s-1), even beyond the reciprocals of the lifetime monitoring temporal resolution and the average track duration.
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Affiliation(s)
- Cong Liu
- Department of Biomedical Engineering, Cockrell School of Engineering, University of Texas at Austin, Austin, Texas 78712, USA.
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28
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Liu C, Rastogi A, Yeh HC. Quantification of Rare Single-Molecule Species Based on Fluorescence Lifetime. Anal Chem 2017; 89:4772-4775. [PMID: 28397491 DOI: 10.1021/acs.analchem.7b00397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Single-molecule tracking combined with fluorescence lifetime analysis can be a powerful tool for direct molecular quantification in solution. However, it is not clear what molecular identification accuracy and how many single-molecule tracks are required to achieve an accurate quantification of rare molecular species. Here we carry out calculations to answer these questions, based on experimentally obtained single-molecule lifetime data and an unbiased ratio estimator. Our results indicate that even at the molecular identification accuracy of 0.99999, 1.8 million tracks are still required in order to achieve 95% confidence level in rare-species quantification with relative error less than ±5%. Our work highlights the fundamental challenges that we are facing in accurate single-molecule identification and quantification without amplification.
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Affiliation(s)
- Cong Liu
- Department of Biomedical Engineering, Cockrell School of Engineering, University of Texas at Austin , Austin, Texas 78712, United States
| | - Ajay Rastogi
- Department of Biomedical Engineering, Cockrell School of Engineering, University of Texas at Austin , Austin, Texas 78712, United States
| | - Hsin-Chih Yeh
- Department of Biomedical Engineering, Cockrell School of Engineering, University of Texas at Austin , Austin, Texas 78712, United States
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Zrimsek AB, Chiang N, Mattei M, Zaleski S, McAnally MO, Chapman CT, Henry AI, Schatz GC, Van Duyne RP. Single-Molecule Chemistry with Surface- and Tip-Enhanced Raman Spectroscopy. Chem Rev 2016; 117:7583-7613. [PMID: 28610424 DOI: 10.1021/acs.chemrev.6b00552] [Citation(s) in RCA: 352] [Impact Index Per Article: 44.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Single-molecule (SM) surface-enhanced Raman spectroscopy (SERS) and tip-enhanced Raman spectroscopy (TERS) have emerged as analytical techniques for characterizing molecular systems in nanoscale environments. SERS and TERS use plasmonically enhanced Raman scattering to characterize the chemical information on single molecules. Additionally, TERS can image single molecules with subnanometer spatial resolution. In this review, we cover the development and history of SERS and TERS, including the concept of SERS hot spots and the plasmonic nanostructures necessary for SM detection, the past and current methodologies for verifying SMSERS, and investigations into understanding the signal heterogeneities observed with SMSERS. Moving on to TERS, we cover tip fabrication and the physical origins of the subnanometer spatial resolution. Then, we highlight recent advances of SMSERS and TERS in fields such as electrochemistry, catalysis, and SM electronics, which all benefit from the vibrational characterization of single molecules. SMSERS and TERS provide new insights on molecular behavior that would otherwise be obscured in an ensemble-averaged measurement.
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Affiliation(s)
- Alyssa B Zrimsek
- Department of Chemistry, ‡Applied Physics Program, and §Biomedical Engineering, Northwestern University , Evanston, Illinois 60208, United States
| | - Naihao Chiang
- Department of Chemistry, ‡Applied Physics Program, and §Biomedical Engineering, Northwestern University , Evanston, Illinois 60208, United States
| | - Michael Mattei
- Department of Chemistry, ‡Applied Physics Program, and §Biomedical Engineering, Northwestern University , Evanston, Illinois 60208, United States
| | - Stephanie Zaleski
- Department of Chemistry, ‡Applied Physics Program, and §Biomedical Engineering, Northwestern University , Evanston, Illinois 60208, United States
| | - Michael O McAnally
- Department of Chemistry, ‡Applied Physics Program, and §Biomedical Engineering, Northwestern University , Evanston, Illinois 60208, United States
| | - Craig T Chapman
- Department of Chemistry, ‡Applied Physics Program, and §Biomedical Engineering, Northwestern University , Evanston, Illinois 60208, United States
| | - Anne-Isabelle Henry
- Department of Chemistry, ‡Applied Physics Program, and §Biomedical Engineering, Northwestern University , Evanston, Illinois 60208, United States
| | - George C Schatz
- Department of Chemistry, ‡Applied Physics Program, and §Biomedical Engineering, Northwestern University , Evanston, Illinois 60208, United States
| | - Richard P Van Duyne
- Department of Chemistry, ‡Applied Physics Program, and §Biomedical Engineering, Northwestern University , Evanston, Illinois 60208, United States
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30
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OFF/ON Red-Emitting Fluorescent Probes for Casein Recognition and Quantification Based on Indolium Derivatives. J Fluoresc 2016; 27:391-398. [DOI: 10.1007/s10895-016-1967-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2016] [Accepted: 10/19/2016] [Indexed: 10/20/2022]
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31
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Mazumdar P, Maity S, Shyamal M, Das D, Sahoo GP, Misra A. Proton triggered emission and selective sensing of picric acid by the fluorescent aggregates of 6,7-dimethyl-2,3-bis-(2-pyridyl)-quinoxaline. Phys Chem Chem Phys 2016; 18:7055-67. [PMID: 26608816 DOI: 10.1039/c5cp05827a] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
A heteroatom containing organic fluorophore 6,7-dimethyl-2,3-bis-(2-pyridyl)-quinoxaline (BPQ) is weakly emissive in solution but its emission properties are highly enhanced in the aggregated state due to the restriction of intramolecular rotation (RIR) and large amplitude vibrational modes, demonstrating the phenomenon, aggregation induced emission enhancement (AIEE). It has strong proton capture capability, allowing reversible fluorescence switching in basic and acidic medium and the emission color changes from blue to green in the aggregated state through protonation. It has been explained as a competition between intramolecular charge transfers (ICTs) and the AIEE phenomena at a lower pH range (pH ∼1-4). Such behavior enables it as a fluorescent pH sensor for detection in acidic and basic medium. Morphologies of the particles are characterized using optical and field emission scanning electron microscopic (FESEM) studies. The turn off fluorescence properties of aggregated BPQ have been utilized for the selective detection of picric acid and the fluorescence quenching is explained due to ground state complexation with a strong quenching constant, 7.81 × 10(4) M(-1).
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Affiliation(s)
- Prativa Mazumdar
- Department of Chemistry and Chemical Technology, Vidyasagar University, Midnapore 721 102, WB, India.
| | - Samir Maity
- Department of Chemistry and Chemical Technology, Vidyasagar University, Midnapore 721 102, WB, India.
| | - Milan Shyamal
- Department of Chemistry and Chemical Technology, Vidyasagar University, Midnapore 721 102, WB, India.
| | - Debasish Das
- Department of Chemistry and Chemical Technology, Vidyasagar University, Midnapore 721 102, WB, India.
| | - Gobinda Prasad Sahoo
- Department of Chemistry and Chemical Technology, Vidyasagar University, Midnapore 721 102, WB, India.
| | - Ajay Misra
- Department of Chemistry and Chemical Technology, Vidyasagar University, Midnapore 721 102, WB, India.
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32
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Ma L, Zhu S, Tian Y, Zhang W, Wang S, Chen C, Wu L, Yan X. Label-Free Analysis of Single Viruses with a Resolution Comparable to That of Electron Microscopy and the Throughput of Flow Cytometry. Angew Chem Int Ed Engl 2016; 55:10239-43. [DOI: 10.1002/anie.201603007] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Revised: 05/18/2016] [Indexed: 11/10/2022]
Affiliation(s)
- Ling Ma
- Collaborative Innovation Center of Chemistry for Energy Material; The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation; The Key Laboratory for Chemical Biology of Fujian Province; Department of Chemical Biology; College of Chemistry and Chemical Engineering; Xiamen University; Xiamen 361005 P.R. China
| | - Shaobin Zhu
- Collaborative Innovation Center of Chemistry for Energy Material; The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation; The Key Laboratory for Chemical Biology of Fujian Province; Department of Chemical Biology; College of Chemistry and Chemical Engineering; Xiamen University; Xiamen 361005 P.R. China
| | - Ye Tian
- Collaborative Innovation Center of Chemistry for Energy Material; The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation; The Key Laboratory for Chemical Biology of Fujian Province; Department of Chemical Biology; College of Chemistry and Chemical Engineering; Xiamen University; Xiamen 361005 P.R. China
| | - Wenqiang Zhang
- Collaborative Innovation Center of Chemistry for Energy Material; The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation; The Key Laboratory for Chemical Biology of Fujian Province; Department of Chemical Biology; College of Chemistry and Chemical Engineering; Xiamen University; Xiamen 361005 P.R. China
| | - Shuo Wang
- Collaborative Innovation Center of Chemistry for Energy Material; The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation; The Key Laboratory for Chemical Biology of Fujian Province; Department of Chemical Biology; College of Chemistry and Chemical Engineering; Xiamen University; Xiamen 361005 P.R. China
| | - Chaoxiang Chen
- Collaborative Innovation Center of Chemistry for Energy Material; The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation; The Key Laboratory for Chemical Biology of Fujian Province; Department of Chemical Biology; College of Chemistry and Chemical Engineering; Xiamen University; Xiamen 361005 P.R. China
| | - Lina Wu
- Collaborative Innovation Center of Chemistry for Energy Material; The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation; The Key Laboratory for Chemical Biology of Fujian Province; Department of Chemical Biology; College of Chemistry and Chemical Engineering; Xiamen University; Xiamen 361005 P.R. China
| | - Xiaomei Yan
- Collaborative Innovation Center of Chemistry for Energy Material; The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation; The Key Laboratory for Chemical Biology of Fujian Province; Department of Chemical Biology; College of Chemistry and Chemical Engineering; Xiamen University; Xiamen 361005 P.R. China
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Ma L, Zhu S, Tian Y, Zhang W, Wang S, Chen C, Wu L, Yan X. Label-Free Analysis of Single Viruses with a Resolution Comparable to That of Electron Microscopy and the Throughput of Flow Cytometry. Angew Chem Int Ed Engl 2016. [DOI: 10.1002/ange.201603007] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Ling Ma
- Collaborative Innovation Center of Chemistry for Energy Material; The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation; The Key Laboratory for Chemical Biology of Fujian Province; Department of Chemical Biology; College of Chemistry and Chemical Engineering; Xiamen University; Xiamen 361005 P.R. China
| | - Shaobin Zhu
- Collaborative Innovation Center of Chemistry for Energy Material; The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation; The Key Laboratory for Chemical Biology of Fujian Province; Department of Chemical Biology; College of Chemistry and Chemical Engineering; Xiamen University; Xiamen 361005 P.R. China
| | - Ye Tian
- Collaborative Innovation Center of Chemistry for Energy Material; The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation; The Key Laboratory for Chemical Biology of Fujian Province; Department of Chemical Biology; College of Chemistry and Chemical Engineering; Xiamen University; Xiamen 361005 P.R. China
| | - Wenqiang Zhang
- Collaborative Innovation Center of Chemistry for Energy Material; The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation; The Key Laboratory for Chemical Biology of Fujian Province; Department of Chemical Biology; College of Chemistry and Chemical Engineering; Xiamen University; Xiamen 361005 P.R. China
| | - Shuo Wang
- Collaborative Innovation Center of Chemistry for Energy Material; The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation; The Key Laboratory for Chemical Biology of Fujian Province; Department of Chemical Biology; College of Chemistry and Chemical Engineering; Xiamen University; Xiamen 361005 P.R. China
| | - Chaoxiang Chen
- Collaborative Innovation Center of Chemistry for Energy Material; The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation; The Key Laboratory for Chemical Biology of Fujian Province; Department of Chemical Biology; College of Chemistry and Chemical Engineering; Xiamen University; Xiamen 361005 P.R. China
| | - Lina Wu
- Collaborative Innovation Center of Chemistry for Energy Material; The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation; The Key Laboratory for Chemical Biology of Fujian Province; Department of Chemical Biology; College of Chemistry and Chemical Engineering; Xiamen University; Xiamen 361005 P.R. China
| | - Xiaomei Yan
- Collaborative Innovation Center of Chemistry for Energy Material; The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation; The Key Laboratory for Chemical Biology of Fujian Province; Department of Chemical Biology; College of Chemistry and Chemical Engineering; Xiamen University; Xiamen 361005 P.R. China
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35
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Telore R, Chemate S, Padalkar V, Sekar N. Novel Fluorescein-Based Fluorophores: Synthesis, Photophysics and Micro-Environmental Study. J Fluoresc 2015; 25:1835-45. [DOI: 10.1007/s10895-015-1676-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2015] [Accepted: 09/28/2015] [Indexed: 01/24/2023]
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36
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Affiliation(s)
- Sundus Erbas-Cakmak
- School of Chemistry, University of Manchester, Oxford Road, Manchester M13 9PL, United Kingdom
| | - David A. Leigh
- School of Chemistry, University of Manchester, Oxford Road, Manchester M13 9PL, United Kingdom
| | - Charlie T. McTernan
- School of Chemistry, University of Manchester, Oxford Road, Manchester M13 9PL, United Kingdom
| | - Alina
L. Nussbaumer
- School of Chemistry, University of Manchester, Oxford Road, Manchester M13 9PL, United Kingdom
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37
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Alam P, Kaur G, Sarmah A, Roy RK, Choudhury AR, Laskar IR. Highly Selective Detection of H+ and OH– with a Single-Emissive Iridium(III) Complex: A Mild Approach to Conversion of Non-AIEE to AIEE Complex. Organometallics 2015. [DOI: 10.1021/acs.organomet.5b00447] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- Parvej Alam
- Department
of Chemistry, Birla Institute of Technology and Science, Pilani Campus, Pilani, Rajasthan, India
| | - Gurpreet Kaur
- Department
of Chemical Sciences, Indian Institute of Science Education and Research (IISER), Mohali, Sector 81, S. A. S. Nagar, Manauli PO, Mohali, Punjab 140306, India
| | - Amrit Sarmah
- Department
of Chemistry, Birla Institute of Technology and Science, Pilani Campus, Pilani, Rajasthan, India
| | - Ram Kinkar Roy
- Department
of Chemistry, Birla Institute of Technology and Science, Pilani Campus, Pilani, Rajasthan, India
| | - Angshuman Roy Choudhury
- Department
of Chemical Sciences, Indian Institute of Science Education and Research (IISER), Mohali, Sector 81, S. A. S. Nagar, Manauli PO, Mohali, Punjab 140306, India
| | - Inamur Rahaman Laskar
- Department
of Chemistry, Birla Institute of Technology and Science, Pilani Campus, Pilani, Rajasthan, India
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38
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DeVore MS, Stich DG, Keller AM, Ghosh Y, Goodwin PM, Phipps ME, Stewart MH, Cleyrat C, Wilson BS, Lidke DS, Hollingsworth JA, Werner JH. Three dimensional time-gated tracking of non-blinking quantum dots in live cells. PROCEEDINGS OF SPIE--THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING 2015; 9338. [PMID: 25932286 DOI: 10.1117/12.2082943] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Single particle tracking has provided a wealth of information about biophysical processes such as motor protein transport and diffusion in cell membranes. However, motion out of the plane of the microscope or blinking of the fluorescent probe used as a label generally limits observation times to several seconds. Here, we overcome these limitations by using novel non-blinking quantum dots as probes and employing a custom 3D tracking microscope to actively follow motion in three dimensions (3D) in live cells. Signal-to-noise is improved in the cellular milieu through the use of pulsed excitation and time-gated detection.
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Affiliation(s)
- Matthew S DeVore
- Center for Integrated Nanotechnologies, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA
| | - Dominik G Stich
- Center for Integrated Nanotechnologies, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA
| | - Aaron M Keller
- Center for Integrated Nanotechnologies, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA
| | - Yagnaseni Ghosh
- Center for Integrated Nanotechnologies, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA
| | - Peter M Goodwin
- Center for Integrated Nanotechnologies, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA
| | - Mary E Phipps
- Center for Integrated Nanotechnologies, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA
| | - Michael H Stewart
- Optical Sciences Division, Code 5600, U.S. Naval Research Laboratory, Washington D.C. 20375, USA
| | - Cédric Cleyrat
- Department of Pathology and Cancer Research and Treatment Center, University of New Mexico, Albuquerque, NM 87131, USA
| | - Bridget S Wilson
- Department of Pathology and Cancer Research and Treatment Center, University of New Mexico, Albuquerque, NM 87131, USA
| | - Diane S Lidke
- Department of Pathology and Cancer Research and Treatment Center, University of New Mexico, Albuquerque, NM 87131, USA
| | - Jennifer A Hollingsworth
- Center for Integrated Nanotechnologies, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA
| | - James H Werner
- Center for Integrated Nanotechnologies, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA
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39
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Yao J, Fu Y, Xu W, Fan T, He Q, Zhu D, Cao H, Cheng J. A sensitive and efficient trifluoroacetyl-based aromatic fluorescent probe for organic amine vapour detection. RSC Adv 2015. [DOI: 10.1039/c5ra00363f] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Highly reversible, sensitive and efficient trifluoroacetyl-substituted fluorescent probes were designed for discriminating multiple trace organic amine vapours.
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Affiliation(s)
- Junjun Yao
- State Key Lab of Transducer Technology
- Shanghai Institute of Microsystem and Information Technology
- Chinese Academy of Sciences
- Shanghai 200050
- China
| | - Yanyan Fu
- State Key Lab of Transducer Technology
- Shanghai Institute of Microsystem and Information Technology
- Chinese Academy of Sciences
- Shanghai 200050
- China
| | - Wei Xu
- State Key Lab of Transducer Technology
- Shanghai Institute of Microsystem and Information Technology
- Chinese Academy of Sciences
- Shanghai 200050
- China
| | - Tianchi Fan
- State Key Lab of Transducer Technology
- Shanghai Institute of Microsystem and Information Technology
- Chinese Academy of Sciences
- Shanghai 200050
- China
| | - Qingguo He
- State Key Lab of Transducer Technology
- Shanghai Institute of Microsystem and Information Technology
- Chinese Academy of Sciences
- Shanghai 200050
- China
| | - Defeng Zhu
- State Key Lab of Transducer Technology
- Shanghai Institute of Microsystem and Information Technology
- Chinese Academy of Sciences
- Shanghai 200050
- China
| | - Huimin Cao
- State Key Lab of Transducer Technology
- Shanghai Institute of Microsystem and Information Technology
- Chinese Academy of Sciences
- Shanghai 200050
- China
| | - Jiangong Cheng
- State Key Lab of Transducer Technology
- Shanghai Institute of Microsystem and Information Technology
- Chinese Academy of Sciences
- Shanghai 200050
- China
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40
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TADA T, KITAMURA N, SHOJI T, TSUBOI Y. Phase Separation Dynamics of Aqueous Solutions of Thermo-Responsive Polymers Studied by a Laser-Induced Temperature Jump Combined with Transient Photometry. KOBUNSHI RONBUNSHU 2015. [DOI: 10.1295/koron.2015-0069] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Takanori TADA
- Graduate School of Chemical Sciences and Engineering., Hokkaido University
| | - Noboru KITAMURA
- Graduate School of Chemical Sciences and Engineering., Hokkaido University
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41
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Zhu S, Ma L, Wang S, Chen C, Zhang W, Yang L, Hang W, Nolan JP, Wu L, Yan X. Light-scattering detection below the level of single fluorescent molecules for high-resolution characterization of functional nanoparticles. ACS NANO 2014; 8:10998-1006. [PMID: 25300001 PMCID: PMC4212780 DOI: 10.1021/nn505162u] [Citation(s) in RCA: 145] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
Ultrasensitive detection and characterization of single nanoparticles (<100 nm) is important in nanotechnology and life sciences. Direct measurement of the elastically scattered light from individual nanoparticles represents the simplest and the most direct method for particle detection. However, the sixth-power dependence of scattering intensity on particle size renders very small particles indistinguishable from the background. Adopting strategies for single-molecule fluorescence detection in a sheathed flow, here we report the development of high sensitivity flow cytometry (HSFCM) that achieves real-time light-scattering detection of single silica and gold nanoparticles as small as 24 and 7 nm in diameter, respectively. This unprecedented sensitivity enables high-resolution sizing of single nanoparticles directly based on their scattered intensity. With a resolution comparable to that of TEM and the ease and speed of flow cytometric analysis, HSFCM is particularly suitable for nanoparticle size distribution analysis of polydisperse/heterogeneous/mixed samples. Through concurrent fluorescence detection, simultaneous insights into the size and payload variations of engineered nanoparticles are demonstrated with two forms of clinical nanomedicine. By offering quantitative multiparameter analysis of single nanoparticles in liquid suspensions at a throughput of up to 10 000 particles per minute, HSFCM represents a major advance both in light-scattering detection technology and in nanoparticle characterization.
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Affiliation(s)
- Shaobin Zhu
- The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, The Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, Fujian 361005, People’s Republic of China
| | - Ling Ma
- The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, The Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, Fujian 361005, People’s Republic of China
| | - Shuo Wang
- The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, The Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, Fujian 361005, People’s Republic of China
| | - Chaoxiang Chen
- The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, The Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, Fujian 361005, People’s Republic of China
| | - Wenqiang Zhang
- The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, The Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, Fujian 361005, People’s Republic of China
| | - Lingling Yang
- The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, The Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, Fujian 361005, People’s Republic of China
| | - Wei Hang
- The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, The Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, Fujian 361005, People’s Republic of China
| | - John P. Nolan
- The Scintillon Institute, 6404 Nancy Ridge Drive, San Diego, California 92121, United States
| | - Lina Wu
- The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, The Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, Fujian 361005, People’s Republic of China
| | - Xiaomei Yan
- The MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, The Key Laboratory for Chemical Biology of Fujian Province, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, Fujian 361005, People’s Republic of China
- Address correspondence to
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42
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Hohng S, Lee S, Lee J, Jo MH. Maximizing information content of single-molecule FRET experiments: multi-color FRET and FRET combined with force or torque. Chem Soc Rev 2014; 43:1007-13. [PMID: 23970315 DOI: 10.1039/c3cs60184f] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Since its first demonstration about twenty years ago, single-molecule fluorescence resonance energy transfer (FRET) has undergone remarkable technical advances. In this tutorial review, we will discuss two technical advances that increase the information content of the single-molecule FRET measurements: single-molecule multi-color FRET and single-molecule FRET combined with force or torque. Our expectations for future developments will be briefly discussed at the end.
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Affiliation(s)
- Sungchul Hohng
- Department of Physics and Astronomy, Seoul National University, Seoul 151-747, Korea.
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43
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Lou X, Leung CWT, Dong C, Hong Y, Chen S, Zhao E, Lam JWY, Tang BZ. Detection of adenine-rich ssDNA based on thymine-substituted tetraphenylethene with aggregation-induced emission characteristics. RSC Adv 2014. [DOI: 10.1039/c4ra05765a] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
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44
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Fujiwara M, Shiokawa K, Kubota T, Morigaki K. Preparation of calcium carbonate microparticles containing organic fluorescent molecules from vaterite. ADV POWDER TECHNOL 2014. [DOI: 10.1016/j.apt.2014.02.022] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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45
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Yao J, Yang M, Duan Y. Chemistry, Biology, and Medicine of Fluorescent Nanomaterials and Related Systems: New Insights into Biosensing, Bioimaging, Genomics, Diagnostics, and Therapy. Chem Rev 2014; 114:6130-78. [DOI: 10.1021/cr200359p] [Citation(s) in RCA: 592] [Impact Index Per Article: 59.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Jun Yao
- Research
Center of Analytical Instrumentation, Analytical and Testing Center,
College of Chemistry, Sichuan University, Chengdu, Sichuan 610064, China
| | - Mei Yang
- Research
Center of Analytical Instrumentation, Analytical and Testing Center,
College of Chemistry, Sichuan University, Chengdu, Sichuan 610064, China
| | - Yixiang Duan
- Research
Center of Analytical Instrumentation, Analytical and Testing Center,
College of Chemistry, Sichuan University, Chengdu, Sichuan 610064, China
- Research
Center of Analytical Instrumentation, College of Life Sciences, Sichuan University, Chengdu, Sichuan 610064, China
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46
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Monitoring triplet state dynamics with fluorescence correlation spectroscopy: Bias and correction. Microsc Res Tech 2014; 77:528-36. [DOI: 10.1002/jemt.22368] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2013] [Revised: 02/06/2014] [Accepted: 03/27/2014] [Indexed: 12/12/2022]
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47
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Piyasena ME, Graves SW. The intersection of flow cytometry with microfluidics and microfabrication. LAB ON A CHIP 2014; 14:1044-59. [PMID: 24488050 PMCID: PMC4077616 DOI: 10.1039/c3lc51152a] [Citation(s) in RCA: 115] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
A modern flow cytometer can analyze and sort particles on a one by one basis at rates of 50,000 particles per second. Flow cytometers can also measure as many as 17 channels of fluorescence, several angles of scattered light, and other non-optical parameters such as particle impedance. More specialized flow cytometers can provide even greater analysis power, such as single molecule detection, imaging, and full spectral collection, at reduced rates. These capabilities have made flow cytometers an invaluable tool for numerous applications including cellular immunophenotyping, CD4+ T-cell counting, multiplex microsphere analysis, high-throughput screening, and rare cell analysis and sorting. Many bio-analytical techniques have been influenced by the advent of microfluidics as a component in analytical tools and flow cytometry is no exception. Here we detail the functions and uses of a modern flow cytometer, review the recent and historical contributions of microfluidics and microfabricated devices to field of flow cytometry, examine current application areas, and suggest opportunities for the synergistic application of microfabrication approaches to modern flow cytometry.
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Affiliation(s)
- Menake E. Piyasena
- Center for Biomedical Engineering, University of New Mexico, Albuquerque, NM USA
- Department of Chemistry, New Mexico Tech, Socorro, NM USA
| | - Steven W. Graves
- Center for Biomedical Engineering, University of New Mexico, Albuquerque, NM USA
- Department of Chemical and Nuclear Engineering, University of New Mexico, Albuquerque, NM USA, FAX: 15052771979; TEL:15052772043
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Zhao J, Zaino LP, Bohna PW. Potential-dependent single molecule blinking dynamics for flavin adenine dinucleotide covalently immobilized in zero-mode waveguide array of working electrodes. Faraday Discuss 2014; 164:57-69. [PMID: 24466658 DOI: 10.1039/c3fd00013c] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Single molecules exhibit a set of behaviors that are characteristic and distinct from larger ensembles. Blinking is one such behavior that involves episodic transitions between luminescent and dark states. In addition to the common blinking mechanisms, flavin adenine dinucleotide (FAD), a cofactor in many common redox enzymes, exhibits blinking by cycling between a highly fluorescent oxidized state and a dark reduced state. In contrast to its behavior in flavoenzymes, where the transitions are coupled to chemical redox events, here we study single FAD molecules that are chemically immobilized to the Au region of a zero-mode waveguide (ZMW) array through a pyrroloquinoline quinone (PQQ) linker. In this structure, the Au functions both to confine the optical field in the ZMW and as the working electrode in a potentiostatically controlled 3-elecrode system, thus allowing potential-dependent blinking to be studied in single FAD molecules. The subset of ZMW nanopores housing a single molecule were identified statistically, and these were subjected to detailed study. Using equilibrium potential, E(eq), values determined from macroscopic planar Au electrodes, single molecule blinking behavior was characterized at potentials E < E(eq), E - E(eq), and E > E(eq). The probability of observing a reduced (oxidized) state is observed to increase (decrease) as the potential is scanned cathodic of E(eq). This is understood to reflect the potential-dependent probability of electron transfer for single FAD molecules. Furthermore, the observed transition rate reaches a maximum near E(eq) and decreases to either anodic or cathodic values, as expected, since the rate is dependent on having significant probabilities for both redox states, a condition that is obtained only near E(eq).
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Affiliation(s)
- Jing Zhao
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN 46556, USA
| | - Lawrence P Zaino
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN 46556, USA
| | - Paul W Bohna
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN 46556, USA
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Dong Y, Wang W, Zhong C, Shi J, Tong B, Feng X, Zhi J, Dong Y. Investigating the effects of side chain length on the AIE properties of water-soluble TPE derivatives. Tetrahedron Lett 2014. [DOI: 10.1016/j.tetlet.2014.01.062] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Liu Z, Qi Y, Guo C, Zhao Y, Yang X, Pei M, Zhang G. Novel fluorescent sensors based on benzimidazo[2,1-a]benz[de]isoquinoline-7-one-12-carboxylic acid for Cu2+. RSC Adv 2014. [DOI: 10.1039/c4ra12242a] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
(1) Two new fluorescent sensors were developed based on benzimidazo[2,1-a]benz[de]isoquinoline-7-one. (2) BothC1andC2showed fluorescence turn-on response toward Cu2+in buffer solutions. (3) The detection limit of C1 towards Cu2+reached 5.7 × 10−8M. (4) The Cu2+sensing ofC1andC2were both based on the PET process. (5) Addition of OH−could lead to significantly color changes ofC1solution.
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Affiliation(s)
- Zheng Liu
- School of Chemistry and Chemical Engineering
- University of Jinan
- Jinan 250022, China
| | - Yuhua Qi
- School of Chemistry and Chemical Engineering
- University of Jinan
- Jinan 250022, China
| | - Chaoxia Guo
- School of Chemistry and Chemical Engineering
- University of Jinan
- Jinan 250022, China
| | - Yingying Zhao
- School of Chemistry and Chemical Engineering
- University of Jinan
- Jinan 250022, China
| | - Xiaofeng Yang
- School of Chemistry and Chemical Engineering
- University of Jinan
- Jinan 250022, China
| | - Meishan Pei
- School of Chemistry and Chemical Engineering
- University of Jinan
- Jinan 250022, China
| | - Guangyou Zhang
- School of Chemistry and Chemical Engineering
- University of Jinan
- Jinan 250022, China
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