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Flow Dynamics and Analyte Transfer in a Microfluidic Device for Spatial Two-Dimensional Separations. Chromatographia 2022. [DOI: 10.1007/s10337-022-04207-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
AbstractIn the last decade, chip-based separations have become a major area of interest in the field of separation science, especially for the development of “spatial” two-dimensional liquid chromatography (xLC × xLC). In xLC × xLC, the analytes are first separated by migration to different positions in a first-dimension (1D) channel and subsequently transferred with the aid of a flow distributor in a perpendicular direction to undergo a second-dimension (2D) separation. In this study, several designs for 2D separations are explored with the aid of computational fluid dynamics simulations. There were several aims of this work, viz. (1) to investigate the possible anomalies arising from the location of analyte bands in the first-dimension channel before transfer to the second dimension induced by the flow distributor, (2) to study the distribution ratio of the analytes across the different outlets of the 1D channel, and (3) to study the flow behaviour confinement in the flow distributor. In all designs, the simulated absolute flow velocity was not equal in all regions of the 1D channel. The extreme segments showed higher velocities compared to the central zones. This will eventually influence the migration times (first moments) and the variances (second moments), as confirmed by CFD results. The study has contributed to the understanding of the effects of the peak locations and, ultimately, to progress in spatial 2D-LC separations.
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Piendl SK, Geissler D, Weigelt L, Belder D. Multiple Heart-Cutting Two-Dimensional Chip-HPLC Combined with Deep-UV Fluorescence and Mass Spectrometric Detection. Anal Chem 2020; 92:3795-3803. [DOI: 10.1021/acs.analchem.9b05206] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Sebastian K. Piendl
- Institute of Analytical Chemistry, Leipzig University, Linnéstraße 3, 04103 Leipzig, Germany
| | - David Geissler
- Institute of Analytical Chemistry, Leipzig University, Linnéstraße 3, 04103 Leipzig, Germany
| | - Laura Weigelt
- Institute of Analytical Chemistry, Leipzig University, Linnéstraße 3, 04103 Leipzig, Germany
| | - Detlev Belder
- Institute of Analytical Chemistry, Leipzig University, Linnéstraße 3, 04103 Leipzig, Germany
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GAO F, WANG XF, ZHANG B. Research and Application Progress of Micellar Electrokinetic Chromatography in Separation of Proteins. CHINESE JOURNAL OF ANALYTICAL CHEMISTRY 2019. [DOI: 10.1016/s1872-2040(19)61163-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Saar KL, Peter Q, Müller T, Challa PK, Herling TW, Knowles TPJ. Rapid two-dimensional characterisation of proteins in solution. MICROSYSTEMS & NANOENGINEERING 2019; 5:33. [PMID: 31636924 PMCID: PMC6799820 DOI: 10.1038/s41378-019-0072-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Revised: 02/25/2019] [Accepted: 03/21/2019] [Indexed: 05/20/2023]
Abstract
Microfluidic platforms provide an excellent basis for working with heterogeneous samples and separating biomolecular components at high throughput, with high recovery rates and by using only very small sample volumes. To date, several micron scale platforms with preparative capabilities have been demonstrated. Here we describe and demonstrate a microfluidic device that brings preparative and analytical operations together onto a single chip and thereby allows the acquisition of multidimensional information. We achieve this objective by using a free-flow electrophoretic separation approach that directs fractions of sample into an on-chip analysis unit, where the fractions are characterised through a microfluidic diffusional sizing process. This combined approach therefore allows simultaneously quantifying the sizes and the charges of components in heterogenous mixtures. We illustrate the power of the platform by describing the size distribution of a mixture comprising components which are close in size and cannot be identified as individual components using state-of-the-art solution sizing techniques on their own. Furthermore, we show that the platform can be used for two-dimensional fingerprinting of heterogeneous protein mixtures within tens of seconds, opening up a possibility to obtain multiparameter data on biomolecular systems on a minute timescale.
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Affiliation(s)
- Kadi L. Saar
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW UK
| | - Quentin Peter
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW UK
- Cavendish Laboratory, Department of Physics, University of Cambridge, J J Thomson Ave, Cambridge, CB3 0HE UK
| | | | - Pavan K. Challa
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW UK
- Cavendish Laboratory, Department of Physics, University of Cambridge, J J Thomson Ave, Cambridge, CB3 0HE UK
| | - Therese W. Herling
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW UK
| | - Tuomas P. J. Knowles
- Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW UK
- Cavendish Laboratory, Department of Physics, University of Cambridge, J J Thomson Ave, Cambridge, CB3 0HE UK
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Dou M, Zhu Y, Liyu A, Liang Y, Chen J, Piehowski PD, Xu K, Zhao R, Moore RJ, Atkinson MA, Mathews CE, Qian WJ, Kelly RT. Nanowell-mediated two-dimensional liquid chromatography enables deep proteome profiling of <1000 mammalian cells. Chem Sci 2018; 9:6944-6951. [PMID: 30210768 PMCID: PMC6124911 DOI: 10.1039/c8sc02680g] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Accepted: 07/15/2018] [Indexed: 12/14/2022] Open
Abstract
Multidimensional peptide separations can greatly increase the depth of coverage in proteome profiling. However, a major challenge for multidimensional separations is the requirement of large biological samples, often containing milligram amounts of protein. We have developed nanowell-mediated two-dimensional (2D) reversed-phase nanoflow liquid chromatography (LC) separations for in-depth proteome profiling of low-nanogram samples. Peptides are first separated using high-pH LC and the effluent is concatenated into 4 or 12 nanowells. The contents of each nanowell are reconstituted in LC buffer and collected for subsequent separation and analysis by low-pH nanoLC-MS/MS. The nanowell platform minimizes peptide losses to surfaces in offline 2D LC fractionation, enabling >5800 proteins to be confidently identified from just 50 ng of HeLa digest. Furthermore, in combination with a recently developed nanowell-based sample preparation workflow, we demonstrated deep proteome profiling of >6000 protein groups from small populations of cells, including ∼650 HeLa cells and 10 single human pancreatic islet thin sections (∼1000 cells) from a pre-symptomatic type 1 diabetic donor.
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Affiliation(s)
- Maowei Dou
- Environmental Molecular Sciences Laboratory , Pacific Northwest National Laboratory , Richland , WA 99354 , USA .
| | - Ying Zhu
- Environmental Molecular Sciences Laboratory , Pacific Northwest National Laboratory , Richland , WA 99354 , USA .
| | - Andrey Liyu
- Environmental Molecular Sciences Laboratory , Pacific Northwest National Laboratory , Richland , WA 99354 , USA .
| | - Yiran Liang
- Environmental Molecular Sciences Laboratory , Pacific Northwest National Laboratory , Richland , WA 99354 , USA .
| | - Jing Chen
- Department of Pathology , Immunology and Laboratory Medicine , University of Florida , Gainesville , FL 32611 , USA
| | - Paul D Piehowski
- Biological Sciences Division , Pacific Northwest National Laboratory , Richland , WA 99354 , USA
| | - Kerui Xu
- Environmental Molecular Sciences Laboratory , Pacific Northwest National Laboratory , Richland , WA 99354 , USA .
| | - Rui Zhao
- Environmental Molecular Sciences Laboratory , Pacific Northwest National Laboratory , Richland , WA 99354 , USA .
| | - Ronald J Moore
- Biological Sciences Division , Pacific Northwest National Laboratory , Richland , WA 99354 , USA
| | - Mark A Atkinson
- Department of Pathology , Immunology and Laboratory Medicine , University of Florida , Gainesville , FL 32611 , USA
| | - Clayton E Mathews
- Department of Pathology , Immunology and Laboratory Medicine , University of Florida , Gainesville , FL 32611 , USA
| | - Wei-Jun Qian
- Biological Sciences Division , Pacific Northwest National Laboratory , Richland , WA 99354 , USA
| | - Ryan T Kelly
- Environmental Molecular Sciences Laboratory , Pacific Northwest National Laboratory , Richland , WA 99354 , USA .
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Hwang B, Lee JH, Bang D. Single-cell RNA sequencing technologies and bioinformatics pipelines. Exp Mol Med 2018; 50:1-14. [PMID: 30089861 PMCID: PMC6082860 DOI: 10.1038/s12276-018-0071-8] [Citation(s) in RCA: 905] [Impact Index Per Article: 150.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2017] [Accepted: 12/13/2017] [Indexed: 12/15/2022] Open
Abstract
Rapid progress in the development of next-generation sequencing (NGS) technologies in recent years has provided many valuable insights into complex biological systems, ranging from cancer genomics to diverse microbial communities. NGS-based technologies for genomics, transcriptomics, and epigenomics are now increasingly focused on the characterization of individual cells. These single-cell analyses will allow researchers to uncover new and potentially unexpected biological discoveries relative to traditional profiling methods that assess bulk populations. Single-cell RNA sequencing (scRNA-seq), for example, can reveal complex and rare cell populations, uncover regulatory relationships between genes, and track the trajectories of distinct cell lineages in development. In this review, we will focus on technical challenges in single-cell isolation and library preparation and on computational analysis pipelines available for analyzing scRNA-seq data. Further technical improvements at the level of molecular and cell biology and in available bioinformatics tools will greatly facilitate both the basic science and medical applications of these sequencing technologies. Showing which genes are expressed, or switched on, in individual cells may help to reveal the first signs of disease. Each cell in an organism contains the same genetic information, but cell type and behavior depend on which genes are expressed. Previously, researchers could only sequence cells in batches, averaging the results, but technological improvements now allow sequencing of the genes expressed in an individual cell, known as single-cell RNA sequencing (scRNA-seq). Ji Hyun Lee (Kyung Hee University, Seoul) and Duhee Bang and Byungjin Hwang (Yonsei University, Seoul) have reviewed the available scRNA-seq technologies and the strategies available to analyze the large quantities of data produced. They conclude that scRNA-seq will impact both basic and medical science, from illuminating drug resistance in cancer to revealing the complex pathways of cell differentiation during development.
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Affiliation(s)
- Byungjin Hwang
- Department of Chemistry, Yonsei University, Seoul, Korea
| | - Ji Hyun Lee
- Department of Clinical Pharmacology and Therapeutics, College of Medicine, Kyung Hee University, Seoul, Korea. .,Kyung Hee Medical Science Research Institute, Kyung Hee University, Seoul, Korea.
| | - Duhee Bang
- Department of Chemistry, Yonsei University, Seoul, Korea.
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Beutner A, Piendl SK, Wert S, Matysik FM. Methodical studies of the simultaneous determination of anions and cations by IC×CE–MS using arsenic species as model analytes. Anal Bioanal Chem 2018; 410:6321-6330. [DOI: 10.1007/s00216-018-1241-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Revised: 06/11/2018] [Accepted: 07/02/2018] [Indexed: 01/01/2023]
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Snyder CM, Zhou X, Karty JA, Fonslow BR, Novotny MV, Jacobson SC. Capillary electrophoresis-mass spectrometry for direct structural identification of serum N-glycans. J Chromatogr A 2017; 1523:127-139. [PMID: 28989033 DOI: 10.1016/j.chroma.2017.09.009] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2017] [Revised: 09/01/2017] [Accepted: 09/03/2017] [Indexed: 10/18/2022]
Abstract
Through direct coupling of capillary electrophoresis (CE) to mass spectrometry (MS) with a sheathless interface, we have identified 77 potential N-glycan structures derived from human serum. We confirmed the presence of N-glycans previously identified by indirect methods, e.g., electrophoretic mobility standards, obtained 31 new N-glycan structures not identified in our prior work, differentiated co-migrating structures, and determined specific linkages on isomers featuring sialic acids. Serum N-glycans were cleaved from proteins, neutralized via methylamidation, and labeled with the fluorescent tag 8-aminopyrene-1,3,6-trisulfonic acid, which renders the glycan fluorescent and provides a -3 charge for electrophoresis and negative-mode MS detection. The neutralization reaction also stabilizes the labile sialic acids. In addition to methylamidation, native charges from sialic acids were neutralized through reaction with 4-(4,6-dimethoxy-1,3,5-triazin-2-yl)-4-methylmorpholinium to amidate α2,6-linked sialic acids in the presence of ammonium chloride and form lactones with α2,3-linked sialic acids. This neutralization effectively labels each type of sialic acid with a unique mass to determine specific linkages on sialylated N-glycans. For both neutralization schemes, we compared the results from microchip electrophoresis and CE.
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Affiliation(s)
- Christa M Snyder
- Department of Chemistry, Indiana University, Bloomington, IN 47405-7102, United States
| | - Xiaomei Zhou
- Department of Chemistry, Indiana University, Bloomington, IN 47405-7102, United States
| | - Jonathan A Karty
- Department of Chemistry, Indiana University, Bloomington, IN 47405-7102, United States
| | | | - Milos V Novotny
- Department of Chemistry, Indiana University, Bloomington, IN 47405-7102, United States
| | - Stephen C Jacobson
- Department of Chemistry, Indiana University, Bloomington, IN 47405-7102, United States.
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Johnson AC, Bowser MT. High-Speed, Comprehensive, Two Dimensional Separations of Peptides and Small Molecule Biological Amines Using Capillary Electrophoresis Coupled with Micro Free Flow Electrophoresis. Anal Chem 2017; 89:1665-1673. [PMID: 27989118 DOI: 10.1021/acs.analchem.6b03768] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Two-dimensional (2D) separations are able to generate significantly higher peak capacities than their one-dimensional counterparts. Unfortunately, current hyphenated 2D separations are limited by the speed of the second dimension separation and the consequent loss of peak capacity due to under sampling of peaks as they elute from the first dimension separation. Continuous micro free flow electrophoresis (μFFE) separations eliminate under sampling as a limitation when incorporated as the second dimension of a 2D separation. In the current manuscript we describe the first coupling of capillary electrophoresis (CE) with μFFE to perform 2D CE × μFFE separations. The CE separation capillary was directly inserted into the μFFE separation channel using an edge on interface. Analyte peaks streamed directly into the μFFE separation channel as they migrated off the CE capillary. No complicated injection, valving, or voltage changes were necessary to couple the two separation modes. 2D CE × μFFE generated an ideal peak capacity of 2 592 in a 9 min separation of fluorescently labeled peptides (7.6 min separation window, 342 peaks/min). Data points were recorded every 250-500 ms (>8 data points/peak), effectively eliminating under sampling as a source of band broadening. CE × μFFE generated an ideal peak capacity of 1885 in a 2.7 min separation of fluorescently labeled small molecule bioamines (1.8 min separation window, 1053 peaks/min). Peaks in the 2D CE × μFFE separation of peptides covered 30% of the available separation space, resulting in a corrected peak capacity of 778 (102 peaks/min). The fractional coverage of the 2D CE × μFFE separation of small molecule bioamines was 20%, resulting in a corrected peak capacity of 377 (209 peaks/min).
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Affiliation(s)
- Alexander C Johnson
- University of Minnesota , Department of Chemistry, 207 Pleasant Street SE, Minneapolis, Minnesota 55455, United States
| | - Michael T Bowser
- University of Minnesota , Department of Chemistry, 207 Pleasant Street SE, Minneapolis, Minnesota 55455, United States
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10
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Snyder CM, Alley WR, Campos MI, Svoboda M, Goetz JA, Vasseur JA, Jacobson SC, Novotny MV. Complementary Glycomic Analyses of Sera Derived from Colorectal Cancer Patients by MALDI-TOF-MS and Microchip Electrophoresis. Anal Chem 2016; 88:9597-9605. [PMID: 27575585 PMCID: PMC5097869 DOI: 10.1021/acs.analchem.6b02310] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Colorectal cancer is the fourth most prevalent cancer in the United States, yet there are no reliable noninvasive early screening methods available. Serum-based glycomic profiling has the necessary sensitivity and specificity to distinguish disease states and provide diagnostic potential for this deadly form of cancer. We applied microchip electrophoresis and MALDI-TOF-MS-based glycomic procedures to 20 control serum samples and 42 samples provided by patients diagnosed with colorectal cancer. Within the identified glycans, the position of fucose units was located to quantitate possible changes of fucosyl isomeric species associated with the pathological condition. MALDI-MS data revealed several fucosylated tri- and tetra-antennary glycans which were significantly elevated in their abundance levels in the cancer samples and distinguished the control samples from the colorectal cancer cohort in the comprehensive profiles. When compared to other cancers studied previously, some unique changes appear to be associated with colorectal cancer, being primarily associated with fucosyl isomers. Through MS and microchip electrophoresis-based glycomic methods, several potential biomarkers were identified to aid in the diagnosis and differentiation of colorectal cancer. With its unique capability to resolve isomers, microchip electrophoresis can yield complementary analytical information to MS-based profiling.
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Affiliation(s)
| | - William R. Alley
- Department of Chemistry, Indiana University, Bloomington, IN 47405
| | - Margit I. Campos
- Department of Chemistry, Indiana University, Bloomington, IN 47405
| | - Martin Svoboda
- Department of Chemistry, Indiana University, Bloomington, IN 47405
| | - John A. Goetz
- Department of Chemistry, Indiana University, Bloomington, IN 47405
| | | | | | - Milos V. Novotny
- Department of Chemistry, Indiana University, Bloomington, IN 47405
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Mitra I, Snyder CM, Zhou X, Campos MI, Alley WR, Novotny MV, Jacobson SC. Structural Characterization of Serum N-Glycans by Methylamidation, Fluorescent Labeling, and Analysis by Microchip Electrophoresis. Anal Chem 2016; 88:8965-71. [PMID: 27504786 DOI: 10.1021/acs.analchem.6b00882] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
To characterize the structures of N-glycans derived from human serum, we report a strategy that combines microchip electrophoresis, standard addition, enzymatic digestion, and matrix-assisted laser desorption/ionization-mass spectrometry (MALDI-MS). We compared (i) electrophoretic mobilities of known N-glycans from well-characterized (standard) glycoproteins through standard addition, (ii) the electrophoretic mobilities of N-glycans with their molecular weights determined by MALDI-MS, and (iii) electrophoretic profiles of N-glycans enzymatically treated with fucosidase. The key step to identify the sialylated N-glycans was to quantitatively neutralize the negative charge on both α2,3- and α2,6-linked sialic acids by covalent derivatization with methylamine. Both neutralized and nonsialylated N-glycans from these samples were then reacted with 8-aminopyrene-1,3,6-trisulfonic acid (APTS) to provide a fluorescent label and a triple-negative charge, separated by microchip electrophoresis, and detected by laser-induced fluorescence. The methylamidation step leads to a 24% increase in the peak capacity of the separation and direct correlation of electrophoretic and MALDI-MS results. In total, 37 unique N-glycan structures were assigned to 52 different peaks recorded in the electropherograms of the serum samples. This strategy ensures the needed separation efficiency and detectability, easily resolves linkage and positional glycan isomers, and is highly reproducible.
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Affiliation(s)
- Indranil Mitra
- Department of Chemistry, Indiana University , Bloomington, Indiana 47405, United States
| | - Christa M Snyder
- Department of Chemistry, Indiana University , Bloomington, Indiana 47405, United States
| | - Xiaomei Zhou
- Department of Chemistry, Indiana University , Bloomington, Indiana 47405, United States
| | - Margit I Campos
- Department of Chemistry, Indiana University , Bloomington, Indiana 47405, United States
| | - William R Alley
- Department of Chemistry, Indiana University , Bloomington, Indiana 47405, United States
| | - Milos V Novotny
- Department of Chemistry, Indiana University , Bloomington, Indiana 47405, United States
| | - Stephen C Jacobson
- Department of Chemistry, Indiana University , Bloomington, Indiana 47405, United States
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Morbioli GG, Mazzu-Nascimento T, Aquino A, Cervantes C, Carrilho E. Recombinant drugs-on-a-chip: The usage of capillary electrophoresis and trends in miniaturized systems – A review. Anal Chim Acta 2016; 935:44-57. [DOI: 10.1016/j.aca.2016.06.019] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Revised: 06/07/2016] [Accepted: 06/10/2016] [Indexed: 01/09/2023]
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Jin S, Furtaw MD, Chen H, Lamb DT, Ferguson SA, Arvin NE, Dawod M, Kennedy RT. Multiplexed Western Blotting Using Microchip Electrophoresis. Anal Chem 2016; 88:6703-10. [PMID: 27270033 DOI: 10.1021/acs.analchem.6b00705] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Western blotting is a commonly used protein assay that combines the selectivity of electrophoretic separation and immunoassay. The technique is limited by long time, manual operation with mediocre reproducibility, and large sample consumption, typically 10-20 μg per assay. Western blots are also usually used to measure only one protein per assay with an additional housekeeping protein for normalization. Measurement of multiple proteins is possible; however, it requires stripping membranes of antibody and then reprobing with a second antibody. Miniaturized alternatives to Western blot based on microfluidic or capillary electrophoresis have been developed that enable higher-throughput, automation, and greater mass sensitivity. In one approach, proteins are separated by electrophoresis on a microchip that is dragged along a polyvinylidene fluoride membrane so that as proteins exit the chip they are captured on the membrane for immunoassay. In this work, we improve this method to allow multiplexed protein detection. Multiple injections made from the same sample can be deposited in separate tracks so that each is probed with a different antibody. To further enhance multiplexing capability, the electrophoresis channel dimensions were optimized for resolution while keeping separation and blotting times to less than 8 min. Using a 15 μm deep × 50 μm wide × 8.6 cm long channel, it is possible to achieve baseline resolution of proteins that differ by 5% in molecular weight, e.g., ERK1 (44 kDa) from ERK2 (42 kDa). This resolution allows similar proteins detected by cross-reactive antibodies in a single track. We demonstrate detection of 11 proteins from 9 injections from a single Jurkat cell lysate sample consisting of 400 ng of total protein using this procedure. Thus, multiplexed Western blots are possible without cumbersome stripping and reprobing steps.
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Affiliation(s)
- Shi Jin
- Department of Chemistry, University of Michigan , Ann Arbor, Michigan 48109, United States
| | - Michael D Furtaw
- LI-COR Biosciences , 4647 Superior Street, Lincoln, Nebraska 68504, United States
| | - Huaxian Chen
- LI-COR Biosciences , 4647 Superior Street, Lincoln, Nebraska 68504, United States
| | - Don T Lamb
- LI-COR Biosciences , 4647 Superior Street, Lincoln, Nebraska 68504, United States
| | - Stephen A Ferguson
- Department of Chemistry, University of Michigan , Ann Arbor, Michigan 48109, United States
| | - Natalie E Arvin
- Department of Chemistry, University of Michigan , Ann Arbor, Michigan 48109, United States
| | - Mohamed Dawod
- Department of Chemistry, University of Michigan , Ann Arbor, Michigan 48109, United States
| | - Robert T Kennedy
- Department of Chemistry, University of Michigan , Ann Arbor, Michigan 48109, United States
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Black WA, Stocks BB, Mellors JS, Engen JR, Ramsey JM. Utilizing Microchip Capillary Electrophoresis Electrospray Ionization for Hydrogen Exchange Mass Spectrometry. Anal Chem 2015; 87:6280-7. [PMID: 25992468 DOI: 10.1021/acs.analchem.5b01179] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Hydrogen exchange (HX) mass spectrometry (MS) of complex mixtures requires a fast, reproducible, and high peak capacity separation prior to MS detection. The current paradigm relies on liquid chromatography (LC) with fast gradients performed at low temperatures to minimize back exchange. Unfortunately, under these conditions, the efficiency of LC is limited due to resistance to mass transfer, reducing the capability to analyze complex samples. Capillary electrophoresis (CE), on the other hand, is not limited by resistance to mass transfer, enabling very rapid separations that are not adversely affected by low temperature. Previously, we have demonstrated an integrated microfluidic device coupling CE with electrospray ionization (ESI) capable of very rapid and high efficiency separations. In this work, we demonstrate the utility of this microchip CE-ESI device for HX MS. High speed CE-ESI of a bovine hemoglobin pepsin digestion was performed in 1 min with a peak capacity of 62 versus a similar LC separation performed in 7 min with peak capacity of 31. A room temperature CE method performed in 1.25 min provided similar deuterium retention as an 8.5 min LC method conducted at 0 °C. Separation of a complex mixture with CE was done with considerably better speed and nearly triple the peak capacity than the equivalent separation by LC. Overall, the results indicate the potential utility of microchip CE-ESI for HX MS.
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Affiliation(s)
| | - Bradley B Stocks
- ∥Department of Chemistry and Chemical Biology, Northeastern University, Boston, Massachusetts 02115, United States
| | | | - John R Engen
- ∥Department of Chemistry and Chemical Biology, Northeastern University, Boston, Massachusetts 02115, United States
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Integration of microfluidic LC with HRMS for the analysis of analytes in biofluids: past, present and future. Bioanalysis 2015; 7:1397-411. [DOI: 10.4155/bio.15.68] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Capillary LC (cLC) coupled to MS has the potential to improve detection limits, address limited sample volumes and allow multiple analyses from one sample. This is particularly attractive in areas where ultrahigh assay sensitivity, low limits of detection and small sample volumes are becoming commonplace. However, implementation of cLC–MS in the bioanalytical–drug metabolism area had been hampered by the lack of commercial instrumentation and the need for experts to operate the system. Recent advances in microfabricated devices such as chip-cube and ion-key technologies offer the potential for true implementation of cLC in the modern laboratory including the benefits of the combination of this type of separation with high-resolution MS.
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Krisp C, Yang H, van Soest R, Molloy MP. Online Peptide fractionation using a multiphasic microfluidic liquid chromatography chip improves reproducibility and detection limits for quantitation in discovery and targeted proteomics. Mol Cell Proteomics 2015; 14:1708-19. [PMID: 25850434 DOI: 10.1074/mcp.m114.046425] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2014] [Indexed: 12/19/2022] Open
Abstract
Comprehensive proteomic profiling of biological specimens usually requires multidimensional chromatographic peptide fractionation prior to mass spectrometry. However, this approach can suffer from poor reproducibility because of the lack of standardization and automation of the entire workflow, thus compromising performance of quantitative proteomic investigations. To address these variables we developed an online peptide fractionation system comprising a multiphasic liquid chromatography (LC) chip that integrates reversed phase and strong cation exchange chromatography upstream of the mass spectrometer (MS). We showed superiority of this system for standardizing discovery and targeted proteomic workflows using cancer cell lysates and nondepleted human plasma. Five-step multiphase chip LC MS/MS acquisition showed clear advantages over analyses of unfractionated samples by identifying more peptides, consuming less sample and often improving the lower limits of quantitation, all in highly reproducible, automated, online configuration. We further showed that multiphase chip LC fractionation provided a facile means to detect many N- and C-terminal peptides (including acetylated N terminus) that are challenging to identify in complex tryptic peptide matrices because of less favorable ionization characteristics. Given as much as 95% of peptides were detected in only a single salt fraction from cell lysates we exploited this high reproducibility and coupled it with multiple reaction monitoring on a high-resolution MS instrument (MRM-HR). This approach increased target analyte peak area and improved lower limits of quantitation without negatively influencing variance or bias. Further, we showed a strategy to use multiphase LC chip fractionation LC-MS/MS for ion library generation to integrate with SWATH(TM) data-independent acquisition quantitative workflows. All MS data are available via ProteomeXchange with identifier PXD001464.
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Affiliation(s)
- Christoph Krisp
- From the ‡Australian Proteome Analysis Facility (APAF), Department of Chemistry and Biomolecular Sciences, Macquarie University, 2109, Sydney, Australia
| | - Hao Yang
- §Eksigent, part of AB SCIEX, 94065, Redwood City, California
| | - Remco van Soest
- §Eksigent, part of AB SCIEX, 94065, Redwood City, California
| | - Mark P Molloy
- From the ‡Australian Proteome Analysis Facility (APAF), Department of Chemistry and Biomolecular Sciences, Macquarie University, 2109, Sydney, Australia;
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17
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Shameli SM, Ren CL. Microfluidic two-dimensional separation of proteins combining temperature gradient focusing and sodium dodecyl sulfate-polyacrylamide gel electrophoresis. Anal Chem 2015; 87:3593-7. [PMID: 25787346 DOI: 10.1021/acs.analchem.5b00380] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
A two-dimensional separation system is presented combining scanning temperature gradient focusing (TGF) and sodium dodecyl sulfate (SDS)-polyacrylamide gel electrophoresis (PAGE) in a PDMS/glass microfluidic chip. Denatured proteins are first focused and separated in a 15 mm long channel via TGF with a temperature range of 16-47 °C and a pressure scanning rate of -0.5 Pa/s and then further separated via SDS-PAGE in a 25 mm long channel. A side channel is designed at the intersection between the two dimensions to continuously inject SDS into the gel, allowing SDS molecules to be compiled within the focused bands. Separation experiments are performed using several fluorescently labeled proteins with single point detection. Experimental results show a dramatic improvement in peak capacity over one-dimensional separation techniques.
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Affiliation(s)
- Seyed Mostafa Shameli
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, 200 University Ave. West, Waterloo, Ontario Canada, N2L 3G1
| | - Carolyn L Ren
- Department of Mechanical and Mechatronics Engineering, University of Waterloo, 200 University Ave. West, Waterloo, Ontario Canada, N2L 3G1
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18
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Ding Y, Casadevall i Solvas X, deMello A. “V-junction”: a novel structure for high-speed generation of bespoke droplet flows. Analyst 2015; 140:414-21. [DOI: 10.1039/c4an01730g] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
We present the use of microfluidic “V-junctions” as a droplet generation strategy that incorporates enhanced performance characteristics when compared to more traditional “T-junction” formats.
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Affiliation(s)
- Yun Ding
- Department of Chemistry and Applied Biosciences
- Institute for Chemical and Bioengineering
- ETH Zurich
- Zurich
- Switzerland
| | - Xavier Casadevall i Solvas
- Department of Chemistry and Applied Biosciences
- Institute for Chemical and Bioengineering
- ETH Zurich
- Zurich
- Switzerland
| | - Andrew deMello
- Department of Chemistry and Applied Biosciences
- Institute for Chemical and Bioengineering
- ETH Zurich
- Zurich
- Switzerland
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19
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Grochocki W, Markuszewski MJ, Quirino JP. Multidimensional capillary electrophoresis. Electrophoresis 2014; 36:135-43. [DOI: 10.1002/elps.201400416] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2014] [Revised: 09/11/2014] [Accepted: 09/12/2014] [Indexed: 01/26/2023]
Affiliation(s)
- Wojciech Grochocki
- Department of Biopharmaceutics and Pharmacodynamics; Medical University of Gdansk; Gdansk Poland
| | - Michał J. Markuszewski
- Department of Biopharmaceutics and Pharmacodynamics; Medical University of Gdansk; Gdansk Poland
| | - Joselito P. Quirino
- Australian Centre for Research on Separation Science (ACROSS); School of Physical Sciences-Chemistry; University of Tasmania; Hobart Australia
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20
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Geiger M, Frost NW, Bowser MT. Comprehensive Multidimensional Separations of Peptides Using Nano-Liquid Chromatography Coupled with Micro Free Flow Electrophoresis. Anal Chem 2014; 86:5136-42. [DOI: 10.1021/ac500939q] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Matthew Geiger
- Department of Chemistry, University of Minnesota, 207 Pleasant
Street SE, Minneapolis, Minnesota 55455, United States
| | - Nicholas W. Frost
- Department of Chemistry, University of Minnesota, 207 Pleasant
Street SE, Minneapolis, Minnesota 55455, United States
| | - Michael T. Bowser
- Department of Chemistry, University of Minnesota, 207 Pleasant
Street SE, Minneapolis, Minnesota 55455, United States
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21
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Baumann M, Meri S. Techniques for studying protein heterogeneity and post-translational modifications. Expert Rev Proteomics 2014; 1:207-17. [PMID: 15966815 DOI: 10.1586/14789450.1.2.207] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Proteins often undergo several post-translational modification steps in parallel to protein folding. These modifications can be transient or of a more permanent nature. Most modifications are, however, susceptible to alteration during the lifespan of proteins. Post-translational modifications thus generate variability in proteins that are far beyond that provided by the genetic code. Co- and post-translational modifications can convert the 20 specific codon-encoded amino acids into more than 100 variant amino acids with new properties. These, and a number of other modifications, can considerably increase the information content and functional repertoire of proteins, thus making their analysis of paramount importance for diagnostic and basic research purposes. Various methods used in proteomics, such as 2D gel electrophoresis, 2D liquid chromatography, mass spectrometry, affinity-based analytical methods, interaction analyses, ligand blotting techniques, protein crystallography and structure-function predictions, are all applicable for the analysis of these numerous secondary modifications. In this review, examples of some of these techniques in studying the heterogeneity of proteins are highlighted. In the future, these methods will become increasingly useful in biomarker searches and in clinical diagnostics.
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Affiliation(s)
- Marc Baumann
- Institute of Biomedicine, Biomedicum Helsinki, University of Helsinki, PO Box 63, Haartmaninkatu 8, FIN-00014, Finland.
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22
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Mitra I, Alley WR, Goetz JA, Vasseur JA, Novotny MV, Jacobson SC. Comparative profiling of N-glycans isolated from serum samples of ovarian cancer patients and analyzed by microchip electrophoresis. J Proteome Res 2013; 12:4490-6. [PMID: 23984816 DOI: 10.1021/pr400549e] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Ovarian cancer is the fifth leading cause of cancer-related mortalities for women in the United States and the most lethal gynecological cancer. Aberrant glycosylation has been linked to several human diseases, including ovarian cancer, and accurate measurement of changes in glycosylation may provide relevant diagnostic and prognostic information. In this work, we used microchip electrophoresis coupled with laser-induced fluorescence detection to determine quantitative differences among the N-glycan profiles of control individuals and late-stage recurrent ovarian cancer patients prior to and after an experimental drug treatment that combined docetaxel and imatinib mesylate. N-Glycans were enzymatically released from 5-μL aliquots of serum samples, labeled with the anionic fluorescent tag, 8-aminopyrene-1,3,6-trisulfonic acid, and analyzed on microfluidic devices. A 22-cm long separation channel, operated at 1250 V/cm, generated analysis times less than 100 s, separation efficiencies up to 8 × 10(5) plates (3.6 × 10(6) plates/m), and migration time reproducibilities better than 0.1% relative standard deviation after peak alignment. Principal component analysis (PCA) and analysis of variance (ANOVA) tests showed significant differences between the control and both pre- and post-treatment cancer samples and subtle differences between the pre- and post-treatment cancer samples. Area-under-the-curve (AUC) values from receiver operating characteristics (ROC) tests were used to evaluate the diagnostic merit of N-glycan peaks, and specific N-glycan peaks used in combination provided AUCs > 0.90 (highly accurate test) when the control and pretreatment cancer samples and control and post-treatment samples were compared.
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Affiliation(s)
- Indranil Mitra
- Department of Chemistry, Indiana University , Bloomington, Indiana 47405, United States
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23
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Wang W, Lu JJ, Gu C, Zhou L, Liu S. Performing isoelectric focusing and simultaneous fractionation of proteins on a rotary valve followed by sodium dodecyl-polyacrylamide gel electrophoresis. Anal Chem 2013; 85:6603-7. [PMID: 23819755 DOI: 10.1021/ac401470d] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
In this technical note, we design and fabricate a novel rotary valve and demonstrate its feasibility for performing isoelectric focusing and simultaneous fractionation of proteins, followed by sodium dodecyl-polyacrylamide gel electrophoresis. The valve has two positions. In one position, the valve routes a series of capillary loops together into a single capillary tube where capillary isoelectric focusing (CIEF) is performed. By switching the valve to another position, the CIEF-resolved proteins in all capillary loops are isolated simultaneously, and samples in the loops are removed and collected in vials. After the collected samples are briefly processed, they are separated via sodium dodecyl-polyacrylamide gel electrophoresis (SDS-PAGE, the second-D separation) on either a capillary gel electrophoresis instrument or a slab-gel system. The detailed valve configuration is illustrated, and the experimental conditions and operation protocols are discussed.
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Affiliation(s)
- Wei Wang
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019, United States
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24
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25
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Mellors JS, Black WA, Chambers AG, Starkey JA, Lacher NA, Ramsey JM. Hybrid Capillary/Microfluidic System for Comprehensive Online Liquid Chromatography-Capillary Electrophoresis-Electrospray Ionization-Mass Spectrometry. Anal Chem 2013; 85:4100-6. [DOI: 10.1021/ac400205a] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Affiliation(s)
| | | | | | - Jason A. Starkey
- Pfizer Biotherapuetics R&D, Pfizer Inc., Chesterfield, Missouri 63017, United States
| | - Nathan A. Lacher
- Pfizer Biotherapuetics R&D, Pfizer Inc., Chesterfield, Missouri 63017, United States
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26
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Nandi P, Scott DE, Desai D, Lunte SM. Development and optimization of an integrated PDMS based-microdialysis microchip electrophoresis device with on-chip derivatization for continuous monitoring of primary amines. Electrophoresis 2013; 34:895-902. [PMID: 23335091 PMCID: PMC3744098 DOI: 10.1002/elps.201200454] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2012] [Revised: 11/20/2012] [Accepted: 11/23/2012] [Indexed: 01/08/2023]
Abstract
An all-PDMS on-line microdialysis-microchip electrophoresis with on-chip derivatization and electrophoretic separation for near real-time monitoring of primary amine-containing analytes is described. Each part of the chip was optimized separately, and the effect of each of the components on temporal resolution, lag time, and separation efficiency of the device was determined. Aspartate and glutamate were employed as test analytes. Derivatization was accomplished with naphthalene-2,3,-dicarboxyaldehyde/cyanide (NDA/CN(-)), and the separation was performed using a 15-cm serpentine channel. The analytes were detected using LIF detection.
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Affiliation(s)
- Pradyot Nandi
- Department of Pharmaceutical, Chemistry, University of Kansas, Lawrence, KS, USA
- Ralph N. Adams Institute for Bioanalytical Chemistry, University of Kansas, Lawrence, KS, USA
| | - David E. Scott
- Ralph N. Adams Institute for Bioanalytical Chemistry, University of Kansas, Lawrence, KS, USA
- Department of Chemistry, University of Kansas, Lawrence, KS, USA
| | - Dhara Desai
- Ralph N. Adams Institute for Bioanalytical Chemistry, University of Kansas, Lawrence, KS, USA
- Department of Chemistry, University of Kansas, Lawrence, KS, USA
| | - Susan M. Lunte
- Department of Pharmaceutical, Chemistry, University of Kansas, Lawrence, KS, USA
- Ralph N. Adams Institute for Bioanalytical Chemistry, University of Kansas, Lawrence, KS, USA
- Department of Chemistry, University of Kansas, Lawrence, KS, USA
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27
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Wang S, Njoroge SK, Battle K, Zhang C, Hollins BC, Soper SA, Feng J. Two-dimensional nitrosylated protein fingerprinting by using poly (methyl methacrylate) microchips. LAB ON A CHIP 2012; 12:3362-3369. [PMID: 22766561 DOI: 10.1039/c2lc40132k] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
S-nitrosylation (also referred to as nitrosation), a reversible post translational modification (PTM) of cysteine, plays an important role in cellular functions and cell signalling pathways. Nitrosylated proteins are considered as biomarkers of aging and Alzheimer's disease (AD). Microfluidics has been widely used for development of novel tools for separation of protein mixtures. Here we demonstrate two-dimensional micro-electrophoresis (2D μ-CE) separations of nitrosylated proteins from the human colon epithelial adenocarcinoma cells (HT-29) and AD transgenic mice brain tissues. Sodium dodecyl sulphate micro-capillary gel electrophoresis (SDS μ-CGE) and microemulsion electrokinetic chromatography (MEEKC) were used for the first and second dimensional separations, respectively. The effective separation lengths for both dimensions were 10 mm, and electrokinetic injection was used with field strength at 200 V cm(-1). After 80 s separation in the first CGE dimension, fractions were successfully transferred to a second MEEKC dimension for a short 10 s separation. We first demonstrate this 2D μ-CE separation by resolving five standard proteins with molecular weight (MW) ranging from 20 to 64 kDa. We also present a high peak capacity 3D landscape image of nitrosylated proteins from HT-29 cells before and following menadione (MQ) treatment to induce oxidative stress. Additionally, to illustrate the potential of the 2D μ-CE separation method for rapid profiling of oxidative stress-induced biomarkers implicated in AD disease, the nitrosylated protein fingerprints from 11-month-old AD transgenic mice brain and their age matched controls were also generated. To our knowledge, this is the first report on 2D profiling of nitrosylated proteins in biological samples on a microchip. The characteristics of this biomarker profiling will potentially serve as the screening for early detection of AD.
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Affiliation(s)
- Siyang Wang
- Department of Biomedical Engineering, Louisiana Tech University, Ruston, USA
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28
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Henley WH, Ramsey JM. High electric field strength two-dimensional peptide separations using a microfluidic device. Electrophoresis 2012; 33:2718-24. [PMID: 22965717 PMCID: PMC3787844 DOI: 10.1002/elps.201200069] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
New instrumentation has been developed to improve the resolution, efficiency, and speed of microfluidic 2D separations using MEKC coupled to high field strength CE. Previously published 2D separation instrumentation [Ramsey, J. D. et al., Anal. Chem. 2003, 75, 3758-3764] from our group was limited to a maximum potential difference of 8.4 kV, resulting in an electric field strength of only approximately 200 V/cm in the first dimension. The circuit described in this report has been designed to couple a higher voltage supply with a rapidly switching, lower voltage supply to utilize the best features of each. Voltages applied in excess of 20 kV lead to high electric field strength separations in both dimensions, increasing the separation resolution, efficiency, and peak capacity while reducing the required analysis time. Detection rates as high as six peptides per second (based on total analysis time) were observed for a model protein tryptic digest separation. Additionally, higher applied voltages used in conjunction with microfluidic chips with longer length channels maintained higher electric field strengths and produced peak capacities of over 4000 for some separations. Total separation time in these longer channel devices was comparable to that obtained in short channels at low field strength; however, resolving power improved approximately threefold.
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Affiliation(s)
- W Hampton Henley
- Department of Chemistry, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
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29
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Mitra I, Zhuang Z, Zhang Y, Yu CY, Hammoud ZT, Tang H, Mechref Y, Jacobson SC. N-glycan profiling by microchip electrophoresis to differentiate disease states related to esophageal adenocarcinoma. Anal Chem 2012; 84:3621-7. [PMID: 22397697 DOI: 10.1021/ac203431s] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
We report analysis of N-glycans derived from disease-free individuals and patients with Barrett's esophagus, high-grade dysplasia, and esophageal adenocarcinoma by microchip electrophoresis with laser-induced fluorescence detection. Serum samples in 10 μL aliquots are enzymatically treated to cleave the N-glycans that are subsequently reacted with 8-aminopyrene-1,3,6-trisulfonic acid to add charge and a fluorescent label. Separations at 1250 V/cm and over 22 cm yielded efficiencies up to 700,000 plates for the N-glycans and analysis times under 100 s. Principal component analysis (PCA) and analysis of variance (ANOVA) tests of the peak areas and migration times are used to evaluate N-glycan profiles from native and desialylated samples and determine differences among the four sample groups. With microchip electrophoresis, we are able to distinguish the three patient groups from each other and from disease-free individuals.
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Affiliation(s)
- Indranil Mitra
- Department of Chemistry, Indiana University, Bloomington, Indiana 47405, United States
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30
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Poly (acrylic acid) microchannel modification for the enhanced resolution of catecholamines microchip electrophoresis with electrochemical detection. Anal Chim Acta 2012; 724:136-43. [DOI: 10.1016/j.aca.2012.02.053] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2012] [Revised: 02/27/2012] [Accepted: 02/29/2012] [Indexed: 12/14/2022]
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31
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Abstract
Microscale 2D separation systems have been implemented in capillaries and microfabricated channels. They offer advantages of faster analysis, higher separation efficiency and less sample consumption than the conventional methods, such as liquid chromatography (LC) in a column and slab gel electrophoresis. In this article, we review their recent advancement, focusing on three types of platforms, including 2D capillary electrophoresis (CE), CE coupling with capillary LC, and microfluidic devices. A variety of CE and LC modes have been employed to construct 2D separation systems via sophistically designed interfaces. Coupling of different separation modes has also been realized in a number of microfluidic devices. These separation systems have been applied for the proteomic analysis of various biological samples, ranging from a single cell to tumor tissues.
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Affiliation(s)
- Xin Xu
- Interdisciplinary Microsystems Group, Department of Mechanical & Aerospace Engineering, University of Florida, Gainesville, FL 32611-6250, USA
| | - Ke Liu
- Interdisciplinary Microsystems Group, Department of Mechanical & Aerospace Engineering, University of Florida, Gainesville, FL 32611-6250, USA
| | - Z. Hugh Fan
- Interdisciplinary Microsystems Group, Department of Mechanical & Aerospace Engineering, University of Florida, Gainesville, FL 32611-6250, USA
- J Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL 32611-6131, USA
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32
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Kutter JP. Liquid phase chromatography on microchips. J Chromatogr A 2012; 1221:72-82. [DOI: 10.1016/j.chroma.2011.10.044] [Citation(s) in RCA: 81] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2011] [Revised: 10/12/2011] [Accepted: 10/17/2011] [Indexed: 01/12/2023]
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33
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Wu R, Yeung WSB, Fung YS. 2-D t-ITP/CZE determination of clinical urinary proteins using a microfluidic-chip capillary electrophoresis device. Electrophoresis 2011; 32:3406-14. [DOI: 10.1002/elps.201100214] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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34
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Huang JL, Li FA, Her GR. A comparative study of interfaces for microchip micellar electrokinetic chromatography-electrospray ionization mass spectrometry using the surfactant ammonium dodecyl sulfate. Electrophoresis 2011; 32:3385-91. [DOI: 10.1002/elps.201100288] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2011] [Revised: 07/18/2011] [Accepted: 08/01/2011] [Indexed: 11/10/2022]
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35
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Tan J, Dong C, Lu YC, Xu JH, Luo GS. Coupling Process of Oxidation and Extraction in a Gas–Liquid–Liquid Microdispersion System for H2O2 Synthesis. Ind Eng Chem Res 2011. [DOI: 10.1021/ie2010302] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- J. Tan
- The State Key Lab of Chemical Engineering, Department of Chemical Engineering, Tsinghua University, Beijing 100084, China
| | - C. Dong
- The State Key Lab of Chemical Engineering, Department of Chemical Engineering, Tsinghua University, Beijing 100084, China
| | - Y. C. Lu
- The State Key Lab of Chemical Engineering, Department of Chemical Engineering, Tsinghua University, Beijing 100084, China
| | - J. H. Xu
- The State Key Lab of Chemical Engineering, Department of Chemical Engineering, Tsinghua University, Beijing 100084, China
| | - G. S. Luo
- The State Key Lab of Chemical Engineering, Department of Chemical Engineering, Tsinghua University, Beijing 100084, China
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36
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Tan J, Liu Z, Lu Y, Xu J, Luo G. Process intensification of H2O2 extraction using gas–liquid–liquid microdispersion system. Sep Purif Technol 2011. [DOI: 10.1016/j.seppur.2011.04.030] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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37
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Lam JD, Culbertson MJ, Skinner NP, Barton ZJ, Burden DL. Information Content in Fluorescence Correlation Spectroscopy: Binary Mixtures and Detection Volume Distortion. Anal Chem 2011; 83:5268-74. [DOI: 10.1021/ac200641y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Jonathan D. Lam
- Chemistry Department, Wheaton College, Wheaton, Illinois 60187, United States
| | | | - Nathan P. Skinner
- Chemistry Department, Wheaton College, Wheaton, Illinois 60187, United States
| | - Zachary J. Barton
- Chemistry Department, Wheaton College, Wheaton, Illinois 60187, United States
| | - Daniel L. Burden
- Chemistry Department, Wheaton College, Wheaton, Illinois 60187, United States
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38
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Chambers AG, Mellors JS, Henley WH, Ramsey JM. Monolithic integration of two-dimensional liquid chromatography-capillary electrophoresis and electrospray ionization on a microfluidic device. Anal Chem 2011; 83:842-9. [PMID: 21214194 PMCID: PMC3059363 DOI: 10.1021/ac102437z] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
A microfluidic device capable of two-dimensional reversed-phase liquid chromatography-capillary electrophoresis with integrated electrospray ionization (LC-CE-ESI) for mass spectrometry (MS)-based proteomic applications is described. Traditional instrumentation was used for the LC sample injection and delivery of the LC mobile phase. The glass microfabricated device incorporated a sample-trapping region and an LC channel packed with reversed-phase particles. Rapid electrokinetic injections of the LC effluent into the CE dimension were performed at a cross-channel intersection. The CE separation channel terminated at a corner of the square device, which functioned as an integrated electrospray tip. In addition to LC-CE-ESI, this device was used for LC-ESI without any instrumental modifications. To evaluate the system, LC-MS and LC-CE-MS analyses of protein digests were performed and compared.
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MESH Headings
- Animals
- Cattle
- Chromatography, Reverse-Phase/instrumentation
- Chromatography, Reverse-Phase/methods
- Electrophoresis, Capillary/instrumentation
- Electrophoresis, Capillary/methods
- Escherichia coli/chemistry
- Microfluidic Analytical Techniques/instrumentation
- Microfluidic Analytical Techniques/methods
- Microscopy, Electron, Scanning
- Peptide Fragments/analysis
- Serum Albumin, Bovine/analysis
- Spectrometry, Mass, Electrospray Ionization/instrumentation
- Spectrometry, Mass, Electrospray Ionization/methods
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Affiliation(s)
- Andrew G Chambers
- Department of Chemistry, University of North Carolina, Chapel Hill, North Carolina 27599, USA
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39
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Tan J, Du L, Xu JH, Wang K, Luo GS. Surfactant-free microdispersion process of gas in organic solvents in microfluidic devices. AIChE J 2010. [DOI: 10.1002/aic.12487] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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40
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Bowen AL, Martin RS. Integration of on-chip peristaltic pumps and injection valves with microchip electrophoresis and electrochemical detection. Electrophoresis 2010; 31:2534-40. [PMID: 20665914 DOI: 10.1002/elps.201000029] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
A microfluidic approach that integrates peristaltic pumping from an on-chip reservoir with injection valves, microchip electrophoresis and electrochemical detection is described. Fabrication and operation of both the peristaltic pumps and injection valves were optimized to ensure efficient pumping and discrete injections. The final device uses the peristaltic pumps to continuously direct sample from a reservoir containing a mixture of analytes to injection valves that are coupled with microchip electrophoresis and amperometric detection. The separation and direct detection of dopamine and norepinephrine were possible with this approach and the utility of the device was demonstrated by monitoring the stimulated release of these neurotransmitters from a layer of cells introduced into the microchip. It is also shown that this pumping/reservoir approach can be expanded to multiple reservoirs and pumps, where one reservoir can be addressed individually or multiple reservoirs sampled simultaneously.
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Affiliation(s)
- Amanda L Bowen
- Department of Chemistry, Saint Louis University, St. Louis, MO 63103, USA
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41
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Ross D, Shackman JG, Kralj JG, Atencia J. 2D separations on a 1D chip: gradient elution moving boundary electrophoresis-chiral capillary zone electrophoresis. LAB ON A CHIP 2010; 10:3139-3148. [PMID: 20886128 DOI: 10.1039/c004819d] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
A new method is described for two-dimensional (2D) separations using a microfluidic chip normally employed for single dimension electrophoresis. The method employs a combination of gradient elution moving boundary electrophoresis (GEMBE) and chiral capillary zone electrophoresis (CZE). The simplicity of the first dimension GEMBE method enables its implementation in the injection channel of a conventional electrophoresis chip, simplifying the design and operation of the device. The method was used for high resolution 2D chiral separations of a mixture of amino acids considered as possible signatures of extant or extinct life for solar system exploration. The enantiomers of aspartic acid, glutamic acid, serine, alanine, and valine were all resolved as well as glycine (achiral) and several unidentified impurities, giving an estimated peak capacity of 35 for the region between valine and glycine. The results highlight the need for high peak capacity separations for chiral amino acid analysis if accurate enantiomeric ratios are to be determined.
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Affiliation(s)
- David Ross
- National Institute of Standards and Technology, Gaithersburg, MD 20899, USA.
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Kitagawa F, Otsuka K. Recent progress in microchip electrophoresis-mass spectrometry. J Pharm Biomed Anal 2010; 55:668-78. [PMID: 21130595 DOI: 10.1016/j.jpba.2010.11.013] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2010] [Revised: 11/10/2010] [Accepted: 11/10/2010] [Indexed: 01/30/2023]
Abstract
This review highlights the methodological and instrumental developments in microchip electrophoresis (MCE)-mass spectrometry (MS) from 1997. In MCE-MS, the development of ionization interface is one of the most important issues to realize highly sensitive detection and high separation efficiency. Among several interfaces, electrospray ionization (ESI) has been mainly employed to MCE-MS since a simple structure of the ESI interface is suitable for coupling with the microchips. Although the number of publications is still limited, laser desorption ionization (LDI) interface has also been developed for MCE-MS. The characteristics of the ESI and LDI interfaces applied to the electrophoresis microchips are presented in this review. The scope of applications in MCE-MS covers mainly biogenic compounds such as bioactive amines, peptides, tryptic digests and proteins. This review provides a comprehensive table listing the applications in MCE-MS.
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Affiliation(s)
- Fumihiko Kitagawa
- Department of Material Chemistry, Graduate School of Engineering, Kyoto University, Katsura, Nishikyo-ku, Kyoto 615-8510, Japan.
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Abstract
Profiling of protein biomarkers is powerful for the analysis of complex proteomes altered during the progression of diseases. Lab-on-a-chip technologies can potentially provide the throughput and efficiency required for point-of-care and clinical applications. While initial studies utilized 1D microchip separation techniques, researchers have recently developed novel 2D microchip separation platforms with the ability to profile thousands of proteins more effectively. Despite advancements in lab-on-a-chip technologies, very few reports have demonstrated a point-of-care microchip-based profiling of proteins. In this review, recent progress in 1D and 2D microchip profiling of protein mixtures of a biological sample with potential point-of-care applications are discussed. A selection of recent microchip immunoassay-based techniques is also highlighted.
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Nandi P, Desai DP, Lunte SM. Development of a PDMS-based microchip electrophoresis device for continuous online in vivo monitoring of microdialysis samples. Electrophoresis 2010; 31:1414-22. [PMID: 20358542 DOI: 10.1002/elps.200900612] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
A PDMS-based microfluidic system for online coupling of microdialysis sampling to microchip electrophoresis with fluorescence detection for in vivo analysis of amino acid neurotransmitters using naphthalene-2,3-dicarboxaldehyde and sodium cyanide as the derivatization reagents is described. Fabricating chips from PDMS rather than glass was found to be simpler and more reproducible, especially for chips with complex designs. The microchip incorporated a 20-cm serpentine channel in which sample plugs were introduced using a "simple" injection scheme; this made fluid handling and injection on-chip easier for the online system compared with gated or valve-based injection. The microchip was evaluated offline for the analysis of amino acid standards and rat brain microdialysis samples. Next, precolumn derivatization was incorporated into the chip and in vivo online microdialysis-microchip electrophoresis studies were performed. The system was employed for the continuous monitoring of amino acid neurotransmitters in the extracellular fluid of the brain of an anesthetized rat. Fluorescein was dosed intravenously and monitored simultaneously online as a marker of in vivo blood-brain barrier permeability. The microdialysis-microchip electrophoresis system described here will be employed in the future for simultaneous monitoring of changes in blood-brain barrier permeability and levels of amino acid neurotransmitters in the rat stroke model.
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Affiliation(s)
- Pradyot Nandi
- Department of Pharmaceutical Chemistry, University of Kansas, Lawrence, KS, USA
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Ultra-fast two-dimensional microchip electrophoresis using SDS μ-CGE and microemulsion electrokinetic chromatography for protein separations. Anal Bioanal Chem 2010; 398:489-98. [DOI: 10.1007/s00216-010-3914-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2010] [Revised: 06/07/2010] [Accepted: 06/08/2010] [Indexed: 10/19/2022]
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Yang W, Woolley AT. Integrated Multi-process Microfluidic Systems for Automating Analysis. ACTA ACUST UNITED AC 2010; 15:198-209. [PMID: 20514343 DOI: 10.1016/j.jala.2010.01.008] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Microfluidic technologies have been applied extensively in rapid sample analysis. Some current challenges for standard microfluidic systems are relatively high detection limits, and reduced resolving power and peak capacity compared to conventional approaches. The integration of multiple functions and components onto a single platform can overcome these separation and detection limitations of microfluidics. Multiplexed systems can greatly increase peak capacity in multidimensional separations and can increase sample throughput by analyzing many samples simultaneously. On-chip sample preparation, including labeling, preconcentration, cleanup and amplification, can all serve to speed up and automate processes in integrated microfluidic systems. This paper summarizes advances in integrated multi-process microfluidic systems for automated analysis, their benefits and areas for needed improvement.
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Affiliation(s)
- Weichun Yang
- Department of Chemistry and Biochemistry, Brigham Young University, Provo, UT 84602
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47
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Bowen AL, Martin RS. Integration of serpentine channels for microchip electrophoresis with a palladium decoupler and electrochemical detection. Electrophoresis 2010; 30:3347-54. [PMID: 19739137 DOI: 10.1002/elps.200900234] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Although it has been shown that microchip electrophoresis (MCE) with electrochemical detection can be used to separate and detect electroactive species, there is a need to increase the separation performance of these devices so that complex mixtures can be routinely analyzed. Previous work in the MCE has demonstrated that increasing the separation channel length leads to an increase in resolution between closely eluting analytes. This paper details the use of lengthened serpentine microchannels for MCE and electrochemical detection where a palladium decoupler is used to ground the separation voltage so that the working electrodes remain in the fluidic network. In this work, palladium electrodepositions were used to increase the decoupler surface area and more efficiently dissipate hydrogen produced at the decoupler. Dopamine and norepinephrine, which only differ in structure by a hydroxyl group, were used as model analytes. It was found that increasing the separation channel length led to improvements in both the resolution and the number of theoretical plates for these analytes. The use of a bilayer valving device, where PDMS-based valves are utilized for the injection process, along with serpentine microchannels and amperometric detection resulted in a multianalyte separation and an average of 28 700 theoretical plates. It was also shown that the increased channel length is beneficial when separating and detecting analytes from a high ionic strength matrix. This was demonstrated by monitoring the stimulated release of neurotransmitters from a confluent layer of PC 12 cells.
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Affiliation(s)
- Amanda L Bowen
- Department of Chemistry, Saint Louis University, St. Louis, MO 63103, USA
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48
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Chatterjee D, Ytterberg AJ, Son SU, Loo JA, Garrell RL. Integration of Protein Processing Steps on a Droplet Microfluidics Platform for MALDI-MS Analysis. Anal Chem 2010; 82:2095-101. [DOI: 10.1021/ac9029373] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Debalina Chatterjee
- Department of Chemistry and Biochemistry, Department of Biological Chemistry, and California NanoSystems Institute, University of California—Los Angeles, Los Angeles, California 90095-1569
| | - A. Jimmy Ytterberg
- Department of Chemistry and Biochemistry, Department of Biological Chemistry, and California NanoSystems Institute, University of California—Los Angeles, Los Angeles, California 90095-1569
| | - Sang Uk Son
- Department of Chemistry and Biochemistry, Department of Biological Chemistry, and California NanoSystems Institute, University of California—Los Angeles, Los Angeles, California 90095-1569
| | - Joseph A. Loo
- Department of Chemistry and Biochemistry, Department of Biological Chemistry, and California NanoSystems Institute, University of California—Los Angeles, Los Angeles, California 90095-1569
| | - Robin L. Garrell
- Department of Chemistry and Biochemistry, Department of Biological Chemistry, and California NanoSystems Institute, University of California—Los Angeles, Los Angeles, California 90095-1569
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49
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Vangelooven J, De Malsche W, Op De Beeck J, Eghbali H, Gardeniers H, Desmet G. Design and evaluation of flow distributors for microfabricated pillar array columns. LAB ON A CHIP 2010; 10:349-356. [PMID: 20091007 DOI: 10.1039/b916126k] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
Five different flow distributors have been compared as a function of the flow rate for their ability to distribute small sample volumes over the entire width of flat rectangular microfabricated pillar array columns. The investigated designs can be divided in two major categories: (1) bifurcating, radially non-interconnecting distributors and (2) radially interconnecting distributors consisting of diamond-shaped pillars, elongated in the direction perpendicular to the flow, providing a high ratio of radial permeability over axial permeability. The quality of the flow distribution was evaluated experimentally by injecting equal volumes of fluorescent tracer into each of the tested designs and calculating the obtained peak variances using the method of moments. Purely bifurcating distributors perform less well than the best possible radially interconnected distributors, because the former inevitably require the use of wide open channels (d > 10 microm), wherein a lot of band broadening can occur. By doubling the aspect ratio of the radially stretched pillars from 5 to 10, the measured peak variance drops to 1/8 of the original value. The best results were obtained with a distributor in which the flow is distributed by a bed of anisotropic pillars with an aspect ratio of 10, but our results indicate that a substantial improvement can still be made by increasing the aspect ratio and adding gradually diverging sidewalls to the inlet.
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Affiliation(s)
- Joris Vangelooven
- Department of Chemical Engineering, Vrije Universiteit Brussel, Pleinlaan2, 1040 Brussels, Belgium
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50
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Aoyama C, Saeki A, Noguchi M, Shirasaki Y, Shoji S, Funatsu T, Mizuno J, Tsunoda M. Use of Folded Micromachined Pillar Array Column with Low-Dispersion Turns for Pressure-Driven Liquid Chromatography. Anal Chem 2010; 82:1420-6. [DOI: 10.1021/ac902491x] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Chiaki Aoyama
- Graduate School of Pharmaceutical Sciences, The University of Tokyo, Tokyo, Japan, Major in Nano-Science and Nano-Engineering, Waseda University, Tokyo, Japan, and Kazusa DNA Research Institute, Chiba, Japan
| | - Akira Saeki
- Graduate School of Pharmaceutical Sciences, The University of Tokyo, Tokyo, Japan, Major in Nano-Science and Nano-Engineering, Waseda University, Tokyo, Japan, and Kazusa DNA Research Institute, Chiba, Japan
| | - Masao Noguchi
- Graduate School of Pharmaceutical Sciences, The University of Tokyo, Tokyo, Japan, Major in Nano-Science and Nano-Engineering, Waseda University, Tokyo, Japan, and Kazusa DNA Research Institute, Chiba, Japan
| | - Yoshitaka Shirasaki
- Graduate School of Pharmaceutical Sciences, The University of Tokyo, Tokyo, Japan, Major in Nano-Science and Nano-Engineering, Waseda University, Tokyo, Japan, and Kazusa DNA Research Institute, Chiba, Japan
| | - Shuichi Shoji
- Graduate School of Pharmaceutical Sciences, The University of Tokyo, Tokyo, Japan, Major in Nano-Science and Nano-Engineering, Waseda University, Tokyo, Japan, and Kazusa DNA Research Institute, Chiba, Japan
| | - Takashi Funatsu
- Graduate School of Pharmaceutical Sciences, The University of Tokyo, Tokyo, Japan, Major in Nano-Science and Nano-Engineering, Waseda University, Tokyo, Japan, and Kazusa DNA Research Institute, Chiba, Japan
| | - Jun Mizuno
- Graduate School of Pharmaceutical Sciences, The University of Tokyo, Tokyo, Japan, Major in Nano-Science and Nano-Engineering, Waseda University, Tokyo, Japan, and Kazusa DNA Research Institute, Chiba, Japan
| | - Makoto Tsunoda
- Graduate School of Pharmaceutical Sciences, The University of Tokyo, Tokyo, Japan, Major in Nano-Science and Nano-Engineering, Waseda University, Tokyo, Japan, and Kazusa DNA Research Institute, Chiba, Japan
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