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Marassi V, Giordani S, Placci A, Punzo A, Caliceti C, Zattoni A, Reschiglian P, Roda B, Roda A. Emerging Microfluidic Tools for Simultaneous Exosomes and Cargo Biosensing in Liquid Biopsy: New Integrated Miniaturized FFF-Assisted Approach for Colon Cancer Diagnosis. SENSORS (BASEL, SWITZERLAND) 2023; 23:9432. [PMID: 38067805 PMCID: PMC10708636 DOI: 10.3390/s23239432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 11/18/2023] [Accepted: 11/21/2023] [Indexed: 12/18/2023]
Abstract
The early-stage diagnosis of cancer is a crucial clinical need. The inadequacies of surgery tissue biopsy have prompted a transition to a less invasive profiling of molecular biomarkers from biofluids, known as liquid biopsy. Exosomes are phospholipid bilayer vesicles present in many biofluids with a biologically active cargo, being responsible for cell-to-cell communication in biological systems. An increase in their excretion and changes in their cargo are potential diagnostic biomarkers for an array of diseases, including cancer, and they constitute a promising analyte for liquid biopsy. The number of exosomes released, the morphological properties, the membrane composition, and their content are highly related to the physiological and pathological states. The main analytical challenge to establishing liquid biopsy in clinical practice is the development of biosensors able to detect intact exosomes concentration and simultaneously analyze specific membrane biomarkers and those contained in their cargo. Before analysis, exosomes also need to be isolated from biological fluids. Microfluidic systems can address several issues present in conventional methods (i.e., ultracentrifugation, size-exclusion chromatography, ultrafiltration, and immunoaffinity capture), which are time-consuming and require a relatively high amount of sample; in addition, they can be easily integrated with biosensing systems. A critical review of emerging microfluidic-based devices for integrated biosensing approaches and following the major analytical need for accurate diagnostics is presented here. The design of a new miniaturized biosensing system is also reported. A device based on hollow-fiber flow field-flow fractionation followed by luminescence-based immunoassay is applied to isolate intact exosomes and characterize their cargo as a proof of concept for colon cancer diagnosis.
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Affiliation(s)
- Valentina Marassi
- Department of Chemistry “G. Ciamician”, University of Bologna, 40126 Bologna, Italy; (V.M.); (S.G.); (A.P.); (A.Z.); (P.R.)
- National Institute of Biostructure and Biosystems (INBB), 00136 Rome, Italy; (A.P.); (C.C.)
- byFlow srl, 40129 Bologna, Italy
| | - Stefano Giordani
- Department of Chemistry “G. Ciamician”, University of Bologna, 40126 Bologna, Italy; (V.M.); (S.G.); (A.P.); (A.Z.); (P.R.)
| | - Anna Placci
- Department of Chemistry “G. Ciamician”, University of Bologna, 40126 Bologna, Italy; (V.M.); (S.G.); (A.P.); (A.Z.); (P.R.)
| | - Angela Punzo
- National Institute of Biostructure and Biosystems (INBB), 00136 Rome, Italy; (A.P.); (C.C.)
- Department of Biomedical and Neuromotor Sciences, University of Bologna, 40138 Bologna, Italy
| | - Cristiana Caliceti
- National Institute of Biostructure and Biosystems (INBB), 00136 Rome, Italy; (A.P.); (C.C.)
- Department of Biomedical and Neuromotor Sciences, University of Bologna, 40138 Bologna, Italy
- Interdepartmental Centre for Renewable Sources, Environment, Sea and Energy—CIRI FRAME, University of Bologna, 40131 Bologna, Italy
- Interdepartmental Centre for Industrial Agrofood Research—CIRI Agrofood, University of Bologna, 47521 Cesena, Italy
| | - Andrea Zattoni
- Department of Chemistry “G. Ciamician”, University of Bologna, 40126 Bologna, Italy; (V.M.); (S.G.); (A.P.); (A.Z.); (P.R.)
- National Institute of Biostructure and Biosystems (INBB), 00136 Rome, Italy; (A.P.); (C.C.)
- byFlow srl, 40129 Bologna, Italy
| | - Pierluigi Reschiglian
- Department of Chemistry “G. Ciamician”, University of Bologna, 40126 Bologna, Italy; (V.M.); (S.G.); (A.P.); (A.Z.); (P.R.)
- National Institute of Biostructure and Biosystems (INBB), 00136 Rome, Italy; (A.P.); (C.C.)
- byFlow srl, 40129 Bologna, Italy
| | - Barbara Roda
- Department of Chemistry “G. Ciamician”, University of Bologna, 40126 Bologna, Italy; (V.M.); (S.G.); (A.P.); (A.Z.); (P.R.)
- National Institute of Biostructure and Biosystems (INBB), 00136 Rome, Italy; (A.P.); (C.C.)
- byFlow srl, 40129 Bologna, Italy
| | - Aldo Roda
- Department of Chemistry “G. Ciamician”, University of Bologna, 40126 Bologna, Italy; (V.M.); (S.G.); (A.P.); (A.Z.); (P.R.)
- National Institute of Biostructure and Biosystems (INBB), 00136 Rome, Italy; (A.P.); (C.C.)
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Marassi V, Maggio S, Battistelli M, Stocchi V, Zattoni A, Reschiglian P, Guescini M, Roda B. An ultracentrifugation - hollow-fiber flow field-flow fractionation orthogonal approach for the purification and mapping of extracellular vesicle subtypes. J Chromatogr A 2020; 1638:461861. [PMID: 33472105 DOI: 10.1016/j.chroma.2020.461861] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2020] [Revised: 12/20/2020] [Accepted: 12/27/2020] [Indexed: 01/02/2023]
Abstract
In the course of their life span, cells release a multitude of different vesicles in the extracellular matrix (EVs), constitutively and/or upon stimulation, carrying signals either inside or on their membrane for intercellular communication. As a natural delivery tool, EVs present many desirable advantages, such as biocompatibility and low toxicity. However, due to the complex biogenesis of EVs and their high heterogeneity in size distribution and composition, the characterization and quantification of EVs and their subpopulations still represents an enticing analytical challenge. Centrifugation methods allow to obtain different subpopulations in an easy way from cell culture conditioned medium and biological fluids including plasma, amniotic fluid and urine, but they still present some drawbacks and limitations. An unsatisfactory isolation can limit their downstream analysis and lead to wrong conclusions regarding biological activities. Isolation and characterization of biologically relevant nanoparticles like EVs is crucial to investigate specific molecular and signaling patterns and requires new combined approaches. Our work was focused on HF5 (miniaturized, hollow-fiber flow field-flow fractionation), and its hyphenation to ultracentrifugation techniques, which are the most assessed techniques for vesicle isolation. We exploited model samples obtained from culture medium of murine myoblasts (C2C12), known to release different subsets of membrane-derived vesicles. Large and small EVs (LEVs and SEVs) were isolated by differential ultracentrifugation (UC). Through an HF5 method employing UV, fluorescence and multi-angle laser scattering as detectors, we characterized these subpopulations in terms of size, abundance and DNA/protein content; moreover, we showed that microvesicles tend to hyper-aggregate and partially release nucleic matter. The quali-quantitative information we obtained from the fractographic profiles was improved with respect to Nano Tracking Analysis (NTA) estimation. The SEV population was then further separated using density gradient centrifugation (DGC), and four fractions were submitted again to HF5-multidetection. This technique is based on a fully orthogonal principle, since F4 does not separate by density, and provided uncorrelated information for each of the fractions processed. The "second dimension" achieved with HF5 showed good promise in sorting particles with both different size and content, and allowed to identify the presence of fibrilloid nucleic matter. This analytical bidimensional approach proved to be effective for the characterization of highly complex biological samples such as mixtures of EVs and could provide purified fractions for further biological characterization.
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Affiliation(s)
- Valentina Marassi
- Department of Chemistry G. Ciamician, University of Bologna, Bologna, Italy; byFlow srl, Bologna, Italy.
| | - Serena Maggio
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, Urbino, Italy
| | - Michela Battistelli
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, Urbino, Italy
| | - Vilberto Stocchi
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, Urbino, Italy
| | - Andrea Zattoni
- Department of Chemistry G. Ciamician, University of Bologna, Bologna, Italy; byFlow srl, Bologna, Italy
| | - Pierluigi Reschiglian
- Department of Chemistry G. Ciamician, University of Bologna, Bologna, Italy; byFlow srl, Bologna, Italy
| | - Michele Guescini
- Department of Biomolecular Sciences, University of Urbino Carlo Bo, Urbino, Italy
| | - Barbara Roda
- Department of Chemistry G. Ciamician, University of Bologna, Bologna, Italy; byFlow srl, Bologna, Italy
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Asymmetrical flow field-flow fractionation for improved characterization of human plasma lipoproteins. Anal Bioanal Chem 2018; 411:777-786. [PMID: 30470915 DOI: 10.1007/s00216-018-1499-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2018] [Revised: 11/03/2018] [Accepted: 11/13/2018] [Indexed: 10/27/2022]
Abstract
High- and low-density lipoproteins (HDL and LDL) are attractive targets for biomarker discovery. However, ultracentrifugation (UC), the current methodology of choice for isolating HDL and LDL, is tedious, requires large sample volume, results in sample loss, and does not readily provide information on particle size. In this work, human plasma HDL and LDL are separated and collected using semi-preparative asymmetrical flow field-flow fractionation (SP-AF4) and UC. The SP-AF4 and UC separation conditions, sample throughput, and liquid chromatography/mass spectrometry (LC/MS) lipidomic results are compared. Over 600 μg of total proteins is recovered in a single SP-AF4 run, and Western blot results confirm apoA1 pure and apoB100 pure fractions, consistent with HDL and LDL, respectively. The SP-AF4 separation requires ~ 60 min per sample, thus providing a marked improvement over UC which can span hours to days. Lipidome analysis of SP-AF4-prepared HDL and LDL fractions is compared to UC-prepared HDL and LDL samples. Over 270 lipids in positive MS mode and over 140 lipids in negative MS mode are identified by both sample preparation techniques with over 98% overlap between the lipidome. Additionally, lipoprotein size distributions are determined using analytical scale AF4 coupled with multiangle light scattering (MALS) and dynamic light scattering (DLS) detectors. These developments position SP-AF4 as a sample preparation method of choice for lipoprotein biomarker characterization and identification. Graphical abstract ᅟ.
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Saenmuangchin R, Mettakoonpitak J, Shiowatana J, Siripinyanond A. Separation of silver nanoparticles by hollow fiber flow field-flow fractionation: Addition of tannic acid into carrier liquid as a modifier. J Chromatogr A 2015; 1415:115-22. [DOI: 10.1016/j.chroma.2015.08.047] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2015] [Revised: 08/22/2015] [Accepted: 08/24/2015] [Indexed: 01/11/2023]
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Hydrodynamic size-based separation and characterization of protein aggregates from total cell lysates. Nat Protoc 2014; 10:134-48. [PMID: 25521790 DOI: 10.1038/nprot.2015.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Herein we describe a protocol that uses hollow-fiber flow field-flow fractionation (FFF) coupled with multiangle light scattering (MALS) for hydrodynamic size-based separation and characterization of complex protein aggregates. The fractionation method, which requires 1.5 h to run, was successfully modified from the analysis of protein aggregates, as found in simple protein mixtures, to complex aggregates, as found in total cell lysates. In contrast to other related methods (filter assay, analytical ultracentrifugation, gel electrophoresis and size-exclusion chromatography), hollow-fiber flow FFF coupled with MALS allows a flow-based fractionation of highly purified protein aggregates and simultaneous measurement of their molecular weight, r.m.s. radius and molecular conformation (e.g., round, rod-shaped, compact or relaxed). The polyethersulfone hollow fibers used, which have a 0.8-mm inner diameter, allow separation of as little as 20 μg of total cell lysates. In addition, the ability to run the samples in different denaturing and nondenaturing buffer allows defining true aggregates from artifacts, which can form during sample preparation. The protocol was set up using Paraquat-induced carbonylation, a model that induces protein aggregation in cultured cells. This technique will advance the biochemical, proteomic and biophysical characterization of molecular-weight aggregates associated with protein mutations, as found in many CNS degenerative diseases, or chronic oxidative stress, as found in aging, and chronic metabolic and inflammatory conditions.
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Schachermeyer S, Ashby J, Zhong W. Advances in field-flow fractionation for the analysis of biomolecules: instrument design and hyphenation. Anal Bioanal Chem 2012; 404:1151-8. [DOI: 10.1007/s00216-012-6069-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2012] [Revised: 04/02/2012] [Accepted: 04/21/2012] [Indexed: 10/28/2022]
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Johann C, Elsenberg S, Roesch U, Rambaldi DC, Zattoni A, Reschiglian P. A novel approach to improve operation and performance in flow field-flow fractionation. J Chromatogr A 2011; 1218:4126-31. [DOI: 10.1016/j.chroma.2010.12.077] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2010] [Revised: 12/13/2010] [Accepted: 12/16/2010] [Indexed: 11/25/2022]
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Zattoni A, Rambaldi DC, Casolari S, Roda B, Reschiglian P. Tandem hollow-fiber flow field-flow fractionation. J Chromatogr A 2011; 1218:4132-7. [DOI: 10.1016/j.chroma.2011.02.051] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2010] [Revised: 02/17/2011] [Accepted: 02/21/2011] [Indexed: 11/28/2022]
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Lee JY, Choi D, Johan C, Moon MH. Improvement of lipoprotein separation with a guard channel prior to asymmetrical flow field-flow fractionation using fluorescence detection. J Chromatogr A 2011; 1218:4144-8. [DOI: 10.1016/j.chroma.2010.11.079] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2010] [Revised: 11/24/2010] [Accepted: 11/29/2010] [Indexed: 10/18/2022]
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Rambaldi DC, Reschiglian P, Zattoni A. Flow field-flow fractionation: recent trends in protein analysis. Anal Bioanal Chem 2010; 399:1439-47. [DOI: 10.1007/s00216-010-4312-5] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2010] [Revised: 10/06/2010] [Accepted: 10/07/2010] [Indexed: 11/29/2022]
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Qureshi RN, Kok WT. Application of flow field-flow fractionation for the characterization of macromolecules of biological interest: a review. Anal Bioanal Chem 2010; 399:1401-11. [PMID: 20957473 PMCID: PMC3026709 DOI: 10.1007/s00216-010-4278-3] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2010] [Revised: 09/14/2010] [Accepted: 09/19/2010] [Indexed: 11/16/2022]
Abstract
An overview is given of the recent literature on (bio) analytical applications of flow field-flow fractionation (FlFFF). FlFFF is a liquid-phase separation technique that can separate macromolecules and particles according to size. The technique is increasingly used on a routine basis in a variety of application fields. In food analysis, FlFFF is applied to determine the molecular size distribution of starches and modified celluloses, or to study protein aggregation during food processing. In industrial analysis, it is applied for the characterization of polysaccharides that are used as thickeners and dispersing agents. In pharmaceutical and biomedical laboratories, FlFFF is used to monitor the refolding of recombinant proteins, to detect aggregates of antibodies, or to determine the size distribution of drug carrier particles. In environmental studies, FlFFF is used to characterize natural colloids in water streams, and especially to study trace metal distributions over colloidal particles. In this review, first a short discussion of the state of the art in instrumentation is given. Developments in the coupling of FlFFF to various detection modes are then highlighted. Finally, application studies are discussed and ordered according to the type of (bio) macromolecules or bioparticles that are fractionated.
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Affiliation(s)
- Rashid Nazir Qureshi
- Analytical Chemistry Group, van 't Hoff Institute for Molecular Sciences, University of Amsterdam, PO Box 94157, 1090 GD Amsterdam, The Netherlands.
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Profiling of phospholipids in lipoproteins by multiplexed hollow fiber flow field-flow fractionation and nanoflow liquid chromatography–tandem mass spectrometry. J Chromatogr A 2010; 1217:1660-6. [DOI: 10.1016/j.chroma.2010.01.006] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2009] [Revised: 12/07/2009] [Accepted: 01/06/2010] [Indexed: 11/19/2022]
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Lee JY, Kim KH, Moon MH. Evaluation of multiplexed hollow fiber flow field-flow fractionation for semi-preparative purposes. J Chromatogr A 2009; 1216:6539-42. [DOI: 10.1016/j.chroma.2009.07.044] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2009] [Revised: 07/16/2009] [Accepted: 07/27/2009] [Indexed: 11/28/2022]
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An overview on field-flow fractionation techniques and their applications in the separation and characterization of polymers. Prog Polym Sci 2009. [DOI: 10.1016/j.progpolymsci.2008.11.001] [Citation(s) in RCA: 230] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Field-flow fractionation in bioanalysis: A review of recent trends. Anal Chim Acta 2009; 635:132-43. [DOI: 10.1016/j.aca.2009.01.015] [Citation(s) in RCA: 147] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2008] [Revised: 01/08/2009] [Accepted: 01/09/2009] [Indexed: 11/23/2022]
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Flow field-flow fractionation: A pre-analytical method for proteomics. J Proteomics 2008; 71:265-76. [DOI: 10.1016/j.jprot.2008.06.002] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2008] [Revised: 06/02/2008] [Accepted: 06/05/2008] [Indexed: 02/05/2023]
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Zattoni A, Rambaldi DC, Roda B, Parisi D, Roda A, Moon MH, Reschiglian P. Hollow-fiber flow field-flow fractionation of whole blood serum. J Chromatogr A 2008; 1183:135-42. [DOI: 10.1016/j.chroma.2008.01.022] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2007] [Revised: 01/08/2008] [Accepted: 01/10/2008] [Indexed: 11/25/2022]
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Kim KH, Kang D, Koo HM, Moon MH. Molecular mass sorting of proteome using hollow fiber flow field-flow fractionation for proteomics. J Proteomics 2008; 71:123-31. [PMID: 18541480 DOI: 10.1016/j.jprot.2008.02.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2007] [Revised: 02/04/2008] [Accepted: 02/04/2008] [Indexed: 10/22/2022]
Abstract
Hollow fiber flow field-flow fractionation (HF FlFFF) has been demonstrated as a tool for pre-fractionating proteomes by differences in molecular mass (Mr), where the resulting protein fractions are subsequently digested and analyzed by shotgun proteomics using two-dimensional liquid chromatography-electrospray ionization-tandem mass spectrometry (2D-LC-ESI-MS/MS). HF FlFFF is a separation device capable of fractionating proteins or cells by hydrodynamic radius, and protein fraction can be readily collected as intact conditions in aqueous buffer solutions. In this study, HF FlFFF was applied to fractionate the proteome of Corynebacterium glutamicum, a well known soil bacterium that has been widely used in bioindustry due to its remarkable ability to secrete high amounts of glutamic acid. The collected HF FlFFF fractions of different MW intervals were enzymatically digested for protein identification by 2D-LC-ESI-MS/MS. Experiments showed improvements in protein identification when HF FlFFF pre-fractionation was applied, due to decreases in the ionization suppression effect and the MS exclusion effect by spectral congestion. Pre-fractionation of C. glutamicum proteome allowed us to find 90 additional proteins by 2D-LC-ESI-MS/MS that were not found by a direct shotgun analysis without pre-fractionation. A total of 415 proteins were found overall with 203 proteins commonly found from experiments with and without pre-fractionation.
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Affiliation(s)
- Ki Hun Kim
- Department of Chemistry, Yonsei University, Seoul, 120-749, South Korea
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Rambaldi DC, Zattoni A, Casolari S, Reschiglian P, Roessner D, Johann C. An Analytical Method for Size and Shape Characterization of Blood Lipoproteins. Clin Chem 2007; 53:2026-9. [DOI: 10.1373/clinchem.2007.091942] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
| | - Andrea Zattoni
- ( Department of Chemistry “G. Ciamician”, Bologna, Italy
| | - Sonia Casolari
- ( Department of Chemistry “G. Ciamician”, Bologna, Italy
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Denkhaus E, Meisen S, Telgheder U, Wingender J. Chemical and physical methods for characterisation of biofilms. Mikrochim Acta 2006. [DOI: 10.1007/s00604-006-0688-5] [Citation(s) in RCA: 107] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Kim HJ, Oh S, Moon MH. Hollow-fiber flow/hyperlayer field-flow fractionation for the size characterization of airborne particle fractions obtained by SPLITT fractionation. J Sep Sci 2006; 29:423-8. [PMID: 16544885 DOI: 10.1002/jssc.200500420] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Hollow-fiber flow field-flow fractionation (HF FlFFF) was applied for the separation and size characterization of airborne particles which were collected in a municipal area and prefractionated into four different-diameter intervals >5.0, 2.5-5.0, 1.5-2.5, <1.5 microm) by continuous split-flow thin (SPLIIT) fractionation. Experiments demonstrated the possibility of utilizing a hollow-fiber module for the high-performance separation of supramicron-sized airborne particles at steric/hyperlayer operating mode of HF FlFFF. Eluting particles during HF FlFFF separation were collected at short time intervals (approximately 10 s) for the microscopic examination. It showed that particle size and size distributions of all SPLITT fractions of airborne particles can be readily obtained using a calibration and that HF FlFFF can be utilized for the size confirmation of the sorted particle fraction during SPLITT fractionation.
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Affiliation(s)
- Hyun-Joo Kim
- Department of Chemistry, Yonsei University, Seoul, Korea
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