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An B, Zhang M, Qu J. Toward sensitive and accurate analysis of antibody biotherapeutics by liquid chromatography coupled with mass spectrometry. Drug Metab Dispos 2014; 42:1858-66. [PMID: 25185260 DOI: 10.1124/dmd.114.058917] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Remarkable methodological advances in the past decade have expanded the application of liquid chromatography coupled with mass spectrometry (LC/MS) analysis of biotherapeutics. Currently, LC/MS represents a promising alternative or supplement to the traditional ligand binding assay (LBA) in the pharmacokinetic, pharmacodynamic, and toxicokinetic studies of protein drugs, owing to the rapid and cost-effective method development, high specificity and reproducibility, low sample consumption, the capacity of analyzing multiple targets in one analysis, and the fact that a validated method can be readily adapted across various matrices and species. While promising, technical challenges associated with sensitivity, sample preparation, method development, and quantitative accuracy need to be addressed to enable full utilization of LC/MS. This article introduces the rationale and technical challenges of LC/MS techniques in biotherapeutics analysis and summarizes recently developed strategies to alleviate these challenges. Applications of LC/MS techniques on quantification and characterization of antibody biotherapeutics are also discussed. We speculate that despite the highly attractive features of LC/MS, it will not fully replace traditional assays such as LBA in the foreseeable future; instead, the forthcoming trend is likely the conjunction of biochemical techniques with versatile LC/MS approaches to achieve accurate, sensitive, and unbiased characterization of biotherapeutics in highly complex pharmaceutical/biologic matrices. Such combinations will constitute powerful tools to tackle the challenges posed by the rapidly growing needs for biotherapeutics development.
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Affiliation(s)
- Bo An
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, New York (B.A., M.Z., J.Q.); New York State Center of Excellence in Bioinformatics and Life Sciences, Buffalo, New York (B.A., M.Z., J.Q.)
| | - Ming Zhang
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, New York (B.A., M.Z., J.Q.); New York State Center of Excellence in Bioinformatics and Life Sciences, Buffalo, New York (B.A., M.Z., J.Q.)
| | - Jun Qu
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, New York (B.A., M.Z., J.Q.); New York State Center of Excellence in Bioinformatics and Life Sciences, Buffalo, New York (B.A., M.Z., J.Q.)
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2
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Zou X, Gao M, Liu D, Zhang X, Xiu Z, Xiao H. A novel preparative liquid chromatograph for repetitive enrichment and purification of low-abundance compounds. J Chromatogr A 2014; 1351:90-5. [DOI: 10.1016/j.chroma.2014.05.041] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2014] [Revised: 05/13/2014] [Accepted: 05/15/2014] [Indexed: 11/16/2022]
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3
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Gao M, Qi D, Zhang P, Deng C, Zhang X. Development of multidimensional liquid chromatography and application in proteomic analysis. Expert Rev Proteomics 2014; 7:665-78. [DOI: 10.1586/epr.10.49] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
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4
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Kopylov AT, Zgoda VG, Lisitsa AV, Archakov AI. Combined use of irreversible binding and MRM technology for low- and ultralow copy-number protein detection and quantitation. Proteomics 2013; 13:727-42. [PMID: 23281252 DOI: 10.1002/pmic.201100460] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2011] [Revised: 10/18/2012] [Accepted: 11/20/2012] [Indexed: 11/08/2022]
Abstract
In this paper, we present a method for the determination of low- and ultralow copy-number proteins in biomaterials based on a combination of concentrating the protein from the sample onto cyanogen bromide-activated Sepharose 4B (via nonspecific binding of free amino groups) and MRM. The detection limit and the dependence of the MRM peak areas on the concentration of protein in the sample were determined using the proteins CYP102 and BSA, as a model system, both in solution and after their addition to human plasma. Nonspecific protein enrichment of proteins from diluted sample volumes of 10-50 mL was found to increase the range of linear dependence of the chromatographic peak area on concentration by more than three orders of magnitude, allowing a lower LOD limit (LLOD) of as low as 10(-18) M. At this LLOD, at least two tryptic peptides of CYP102 and BSA could be detected with S/N of ≥7.0. The results were equally good for samples containing pure protein mixtures and proteins spiked into diluted depleted human blood plasma.
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Affiliation(s)
- Arthur T Kopylov
- Orekhovich Institute of Biomedical Chemistry, RAMS, Moscow, Russian Federation
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Ji J, Nie L, Qiao L, Li Y, Guo L, Liu B, Yang P, Girault HH. Proteolysis in microfluidic droplets: an approach to interface protein separation and peptide mass spectrometry. LAB ON A CHIP 2012; 12:2625-9. [PMID: 22695710 DOI: 10.1039/c2lc40206h] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
A versatile microreactor protocol based on microfluidic droplets has been developed for on-line protein digestion. Proteins separated by liquid chromatography are fractionated in water-in-oil droplets and digested in sequence. The microfluidic reactor acts also as an electrospray ionization emitter for mass spectrometry analysis of the peptides produced in the individual droplets. Each droplet is an enzymatic micro-reaction unit with efficient proteolysis due to rapid mixing, enhanced mass transfer and automated handling. This droplet approach eliminates sample loss, cross-contamination, non-specific absorption and memory effect. A protein mixture was successfully identified using the droplet-based micro-reactor as interface between reverse phase liquid chromatography and mass spectrometry.
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Affiliation(s)
- Ji Ji
- Department of Chemistry, Institute of Biomedical Sciences and State Key Laboratory of Molecular Engineering of Polymers, Fudan University, Shanghai, China
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Zhang H, Wang SQ, Liu Y, Luo LP, Liu P, Qi LW, Li P. Trace analysis in complex mixtures using a high-component filtering strategy with liquid chromatography-mass spectrometry. J Pharm Biomed Anal 2012; 70:169-77. [PMID: 22795311 DOI: 10.1016/j.jpba.2012.06.025] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2012] [Revised: 06/15/2012] [Accepted: 06/18/2012] [Indexed: 11/16/2022]
Abstract
Trace constituents are widely present in complex mixtures, and trace analysis is challenging because of the unpredictable matrix. In this work, a high-component filtering strategy was developed for improved analysis of trace constituents in complex sample by liquid chromatography-mass spectrometry (LC-MS). Using a specifically designed chromatographic apparatus, the high-abundant fractions were filtered prior to LC-MS analysis. The samples complexity was reduced and the sample-loading amount for the rest low-level fractions can be considerably increased. The application of this approach was illustrated with an analytically challenging sample, a traditional Chinese herbal medicine named Compound Danshen Sample. We observed that the loss rate for 12 analytes during the filtering procedure ranged from 6.54 to 26.11%, but showed a stable repeatability with RSD<3.79%. The proposed filtering method with quadrupole time-of-flight mass spectrometritry (Q-TOF/MS) enhanced the detection capacity, offering a comprehensive characterization of 133 compounds in Compound Danshen Samples. The quantification sensitivity was also improved in trace analysis, allowing six low compounds that cannot be quantified by the traditional methods to be tested by the filtering method. It can be predicted that the qualitative and quantitative trace analysis will be greatly improved when the loading samples is increased resulting from the filtration of high-level targets. The proposed strategy is promising to monitor trace constituents in diverse complex mixtures in the analytical field of pharmaceutics, metabonomics and environments.
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Affiliation(s)
- Hui Zhang
- State Key Laboratory of Natural Medicines, China Pharmaceutical University, No. 24 Tongjia Lane, Nanjing 210009, China
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Yuan H, Zhou Y, Xia S, Zhang L, Zhang X, Wu Q, Liang Z, Zhang Y. Integrated Platform for Proteome Profiling with Combination of Microreversed Phase Based Protein and Peptide Separation via Online Solvent Exchange and Protein Digestion. Anal Chem 2012; 84:5124-32. [DOI: 10.1021/ac3006796] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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8
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Wu Q, Yuan H, Zhang L, Zhang Y. Recent advances on multidimensional liquid chromatography-mass spectrometry for proteomics: from qualitative to quantitative analysis--a review. Anal Chim Acta 2012; 731:1-10. [PMID: 22652259 DOI: 10.1016/j.aca.2012.04.010] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2012] [Revised: 04/09/2012] [Accepted: 04/09/2012] [Indexed: 02/08/2023]
Abstract
With the acceleration of proteome research, increasing attention has been paid to multidimensional liquid chromatography-mass spectrometry (MDLC-MS) due to its high peak capacity and separation efficiency. Recently, many efforts have been put to improve MDLC-based strategies including "top-down" and "bottom-up" to enable highly sensitive qualitative and quantitative analysis of proteins, as well as accelerate the whole analytical procedure. Integrated platforms with combination of sample pretreatment, multidimensional separations and identification were also developed to achieve high throughput and sensitive detection of proteomes, facilitating highly accurate and reproducible quantification. This review summarized the recent advances of such techniques and their applications in qualitative and quantitative analysis of proteomes.
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Affiliation(s)
- Qi Wu
- Key Laboratory of Separation Science for Analytical Chemistry, National Chromatographic Research and Analysis Center, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, China
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Kool J, Jonker N, Irth H, Niessen WMA. Studying protein-protein affinity and immobilized ligand-protein affinity interactions using MS-based methods. Anal Bioanal Chem 2011; 401:1109-25. [PMID: 21755271 PMCID: PMC3151372 DOI: 10.1007/s00216-011-5207-9] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2011] [Revised: 06/12/2011] [Accepted: 06/24/2011] [Indexed: 12/31/2022]
Abstract
This review discusses the most important current methods employing mass spectrometry (MS) analysis for the study of protein affinity interactions. The methods are discussed in depth with particular reference to MS-based approaches for analyzing protein-protein and protein-immobilized ligand interactions, analyzed either directly or indirectly. First, we introduce MS methods for the study of intact protein complexes in the gas phase. Next, pull-down methods for affinity-based analysis of protein-protein and protein-immobilized ligand interactions are discussed. Presently, this field of research is often called interactomics or interaction proteomics. A slightly different approach that will be discussed, chemical proteomics, allows one to analyze selectivity profiles of ligands for multiple drug targets and off-targets. Additionally, of particular interest is the use of surface plasmon resonance technologies coupled with MS for the study of protein interactions. The review addresses the principle of each of the methods with a focus on recent developments and the applicability to lead compound generation in drug discovery as well as the elucidation of protein interactions involved in cellular processes. The review focuses on the analysis of bioaffinity interactions of proteins with other proteins and with ligands, where the proteins are considered as the bioactives analyzed by MS.
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Affiliation(s)
- Jeroen Kool
- BioMolecular Analysis, Department of Chemistry and Pharmaceutical Sciences, Faculty of Sciences, VU University Amsterdam, Amsterdam, The Netherlands.
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Hustoft HK, Reubsaet L, Greibrokk T, Lundanes E, Malerod H. Critical assessment of accelerating trypsination methods. J Pharm Biomed Anal 2011; 56:1069-78. [PMID: 21873015 DOI: 10.1016/j.jpba.2011.08.013] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2011] [Revised: 08/03/2011] [Accepted: 08/04/2011] [Indexed: 10/17/2022]
Abstract
In LC-MS based proteomics, several accelerating trypsination methods have been introduced in order to speed up the protein digestion, which is often considered a bottleneck. Traditionally and most commonly, due to sample heterogeneity, overnight digestion at 37 °C is performed in order to digest both easily and more resistant proteins. High efficiency protein identification is important in proteomics, hours with LC-MS/MS analysis is needless if the majority of the proteins are not digested. Based on preliminary experiments utilizing some of the suggested accelerating methods, the question of whether accelerating digestion methods really provide the same protein identification efficiency as the overnight digestion was asked. In the present study we have evaluated four different accelerating trypsination methods (infrared (IR) and microwave assisted, solvent aided and immobilized trypsination). The methods were compared with conventional digestion at 37 °C in the same time range using a four protein mixture. Sequence coverage and peak area of intact proteins were used for the comparison. The accelerating methods were able to digest the proteins, but none of the methods appeared to be more efficient than the conventional digestion method at 37 °C. The conventional method at 37 °C is easy to perform using commercially available instrumentation and appears to be the digestion method to use. The digestion time in targeted proteomics can be optimized for each protein, while in comprehensive proteomics the digestion time should be extended due to sample heterogeneity and influence of other proteins present. Recommendations regarding optimizing and evaluating the tryptic digestion for both targeted and comprehensive proteomics are given, and a digestion method suitable as the first method for newcomers in comprehensive proteomics is suggested.
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Affiliation(s)
- Hanne Kolsrud Hustoft
- Department of Chemistry, University of Oslo, PO Box 1033, Blindern, NO-0315 Oslo, Norway
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Tao D, Qiao X, Sun L, Hou C, Gao L, Zhang L, Shan Y, Liang Z, Zhang Y. Development of a highly efficient 2-D system with a serially coupled long column and its application in identification of rat brain integral membrane proteins with ionic liquids-assisted solubilization and digestion. J Proteome Res 2010; 10:732-8. [PMID: 21121671 DOI: 10.1021/pr100893j] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Two dimensional high performance liquid chromatography-electrospray ionization-tandem mass spectrometry (2D-HPLC-ESI-MS/MS) is one of the most powerful techniques for high resolution, efficiency, and throughput separation and identification of proteomes. For a bottom-up strategy-based proteome analysis, usually multistep salt elution was needed in the first dimension separation by SCX, to simplify the peptides for the further second dimensional separation by RPLC. Here, by using a 30 cm-long serially coupled long column (SCLC) in the second dimension, we reduced the salt steps of SCX from 13 to 5 to shorten the total analysis time. Compared to the commonly applied 2D-HPLC with over 10-step salt elution in SCX and microRPLC with a short column (SC), named as SC-2D, the peak capacity of 2D-HPLC with a SCLC column, named as SCLC-2D, was increased 3.3-folds while the analysis time was increased by only 1.17-folds. Therefore, the time-based protein identification efficiency was ∼55 protein groups/h, nearly 2-fold of that for SC-2D (∼28 protein groups/h). With the further combination of assisted solubilization by ionic liquids and SCLC-2D, 608 integral membrane proteins (IMPs) (27.66% of the total 2198 proteins, FDR < 1%) were identified from rat brain, more than those obtained by the traditional urea method (252 unique IMPs, occupying 17.03% of total 1480 proteins). All of these results demonstrate the promise of the developed technique for large-scale proteome analysis.
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Affiliation(s)
- Dingyin Tao
- Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, People's Republic of China
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12
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Segu ZM, Hammad LA, Mechref Y. Rapid and efficient glycoprotein identification through microwave-assisted enzymatic digestion. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2010; 24:3461-3468. [PMID: 21072803 DOI: 10.1002/rcm.4774] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
Identification of protein glycosylation sites is analytically challenging due to the diverse glycan structures associated with a glycoprotein. Mass spectrometry (MS)-based identification and characterization of glycoproteins has been achieved predominantly with the bottom-up approach, which typically involves the enzymatic cleavage of proteins to peptides prior to LC/MS or LC/MS/MS analysis. However, the process can be challenging due to the structural variations and steric hindrance imposed by the attached glycans. Alternatives to conventional heating protocols, that increase the rate of enzymatic cleavage of glycoproteins, may aid in addressing these challenges. An enzymatic digestion of a glycoprotein can be accelerated and made more efficient through microwave-assisted digestion. In this paper, a systematic study was conducted to explore the efficiency of microwave-assisted enzymatic (trypsin) digestion (MAED) of glycoproteins as compared with the conventional method. In addition, the optimum experimental parameters for the digestion such as temperature, reaction time, and microwave radiation power were investigated. It was determined that efficient tryptic digestion of glycoproteins was attained in 15 min, allowing comparable if not better sequence coverage through LC/MS/MS analysis. Optimum tryptic cleavage was achieved at 45°C irrespective of the size and complexity of the glycoprotein. Moreover, MAED allowed the detection and identification of more peptides and subsequently higher sequence coverage for all model glycoprotein. MAED also did not appear to prompt a loss or partial cleavage of the glycan moieties attached to the peptide backbones.
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Affiliation(s)
- Zaneer M Segu
- METACyt Biochemical Analysis Center, Department of Chemistry, Indiana University, Bloomington, IN 47405, USA
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Li Y, Wojcik R, Dovichi NJ. A replaceable microreactor for on-line protein digestion in a two-dimensional capillary electrophoresis system with tandem mass spectrometry detection. J Chromatogr A 2010; 1218:2007-11. [PMID: 21030030 DOI: 10.1016/j.chroma.2010.10.013] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2010] [Revised: 09/30/2010] [Accepted: 10/04/2010] [Indexed: 01/15/2023]
Abstract
We describe a two-dimensional capillary electrophoresis system that incorporates a replaceable enzymatic microreactor for on-line protein digestion. In this system, trypsin is immobilized on magnetic beads. At the start of each experiment, old beads are flushed to waste and replaced with a fresh plug of beads, which is captured by a pair of magnets at the distal tip of the first capillary. For analysis, proteins are separated in the first capillary. A fraction is then parked in the reactor to create peptides. Digested peptides are periodically transferred to the second capillary for separation; a fresh protein fraction is simultaneously moved to the reactor for digestion. An electrospray interface is used to introduce peptides into a mass spectrometer for analysis. This procedure is repeated for several dozen fractions under computer control. The system was demonstrated by the separation and digestion of insulin chain b oxidized and β-casein as model proteins.
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Affiliation(s)
- Yihan Li
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN 46556, USA
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Tao D, Zhang L, Shan Y, Liang Z, Zhang Y. Recent advances in micro-scale and nano-scale high-performance liquid-phase chromatography for proteome research. Anal Bioanal Chem 2010; 399:229-41. [PMID: 20683586 DOI: 10.1007/s00216-010-3946-7] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2010] [Revised: 06/18/2010] [Accepted: 06/20/2010] [Indexed: 10/25/2022]
Abstract
High-performance liquid chromatography-electrospray ionization tandem mass spectrometry (HPLC-ESI-MS-MS) is regarded as one of the most powerful techniques for separation and identification of proteins. Recently, much effort has been made to improve the separation capacity, detection sensitivity, and analysis throughput of micro- and nano-HPLC, by increasing column length, reducing column internal diameter, and using integrated techniques. Development of HPLC columns has also been rapid, as a result of the use of submicrometer packing materials and monolithic columns. All these innovations result in clearly improved performance of micro- and nano-HPLC for proteome research.
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Affiliation(s)
- Dingyin Tao
- Key Laboratory of Separation Science for Analytical Chemistry, National Chromatographic R. & A. Center, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
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Zhang X, Liu B, Zhang L, Zou H, Cao J, Gao M, Tang J, Liu Y, Yang P, Zhang Y. Recent advances in proteolysis and peptide/protein separation by chromatographic strategies. Sci China Chem 2010; 53:685-694. [PMID: 32214996 PMCID: PMC7089403 DOI: 10.1007/s11426-010-0135-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2010] [Accepted: 01/28/2010] [Indexed: 11/05/2022]
Abstract
This review gives a broad glance on the progress of recent advances on proteolysis and peptide/protein separation by chromatographic strategies in the past ten years, covering the main research in these areas especially in China. The reviewed research focused on enzymatic micro-reactors and peptide separation in bottom-up approaches, and protein and peptide separation in top-down approaches. The new enzymatic micro-reactor is able to accelerate proteolytic reaction rate from conventionally a couple of hours to a few seconds, and the multiple dimensional chromatographic-separation with various models or arrays could sufficiently separate the proteomic mixture. These advances have significantly promoted the research of protein/peptide separation and identification in proteomics.
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Affiliation(s)
- XiangMin Zhang
- 1Department of Chemistry and Institutes of Biomedical Sciences, Fudan University, Shanghai, 200433 China
| | - BaoHong Liu
- 1Department of Chemistry and Institutes of Biomedical Sciences, Fudan University, Shanghai, 200433 China
| | - LiHua Zhang
- 2Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023 China
| | - HanFa Zou
- 2Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023 China
| | - Jing Cao
- 1Department of Chemistry and Institutes of Biomedical Sciences, Fudan University, Shanghai, 200433 China
| | - MingXia Gao
- 1Department of Chemistry and Institutes of Biomedical Sciences, Fudan University, Shanghai, 200433 China
| | - Jia Tang
- 1Department of Chemistry and Institutes of Biomedical Sciences, Fudan University, Shanghai, 200433 China
| | - Yun Liu
- 1Department of Chemistry and Institutes of Biomedical Sciences, Fudan University, Shanghai, 200433 China
| | - PengYuan Yang
- 1Department of Chemistry and Institutes of Biomedical Sciences, Fudan University, Shanghai, 200433 China
| | - YuKui Zhang
- 2Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023 China
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