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Si W, Chen J, Zhang Z, Wu G, Zhao J, Sha J. Electroosmotic Sensing of Uncharged Peptides and Differentiating Their Phosphorylated States Using Nanopores. Chemphyschem 2024:e202400281. [PMID: 38686913 DOI: 10.1002/cphc.202400281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 04/14/2024] [Accepted: 04/29/2024] [Indexed: 05/02/2024]
Abstract
The correct characterization and identification of different kinds of proteins is crucial for the survival and development of living organisms, and proteomics research promotes the analysis and understanding of future genome functions. Nanopore technique has been proved to accurately identify individual nucleotides. However, accurate and rapid protein sequencing is difficult due to the variability of protein structures that contains more than 20 amino acids, and it remains very challenging especially for uncharged peptides as they can not be electrophoretically driven through the nanopore. Graphene nanopores have the advantages of high accuracy, sensitivity and low cost in identifying protein phosphorylation modifications. Here, by using all-atom molecular dynamics simulations, charged graphene nanopores are employed to electroosmotically capture and sense uncharged peptides. By further mimicking AFM manipulation of single molecules, it is also found that the uncharged peptides and their phosphorylated states could also be differentiated by both the ionic current and pulling force signals during their pulling processes through the nanopore with a slow and constant velocity. The results shows ability of using nanopores to detect and discriminate single amino acid and its phosphorylation, which is essential for the future low-cost and high-throughput sequencing of protein residues and their post-translational modifications.
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Affiliation(s)
- Wei Si
- Jiangsu Key Laboratory for Design and Manufacture of Micro-Nano Biomedical Instruments, School of Mechanical Engineering, Southeast University, Nanjing, 211100, China
| | - Jiayi Chen
- Jiangsu Key Laboratory for Design and Manufacture of Micro-Nano Biomedical Instruments, School of Mechanical Engineering, Southeast University, Nanjing, 211100, China
| | - Zhen Zhang
- Jiangsu Key Laboratory for Design and Manufacture of Micro-Nano Biomedical Instruments, School of Mechanical Engineering, Southeast University, Nanjing, 211100, China
| | - Gensheng Wu
- School of Mechanical and Electronic Engineering, Nanjing Forestry University, Nanjing, 210037, China
| | - Jiajia Zhao
- Department of Pharmacology, Key Laboratory of Neuropsychiatric Diseases, China Pharmaceutical University, Nanjing, 211198, China
| | - Jingjie Sha
- Jiangsu Key Laboratory for Design and Manufacture of Micro-Nano Biomedical Instruments, School of Mechanical Engineering, Southeast University, Nanjing, 211100, China
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2
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Yang C, Liu J, Hu Y, Dai Z, Liang Z, Shan Y, Zhang L, Zhang Y. Combination of continuous digestion by peptidase and spectral similarity comparisons for peptide sequencing. J Sep Sci 2021; 43:3665-3673. [PMID: 33405339 DOI: 10.1002/jssc.202000459] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Revised: 07/13/2020] [Accepted: 07/14/2020] [Indexed: 11/10/2022]
Abstract
Peptide sequencing is critical to the quality control of peptide drugs and functional studies of active peptides. A combination of peptidase digestion and mass spectrometry technology is common for peptide sequencing. However, such methods often cannot obtain the complete sequence of a peptide due to insufficient amino acid sequence information. Here, we developed a method of generating full peptide ladders and comparing their MS2 spectral similarities. The peptide ladders, of which each component was different from the next component with one residue, were generated by continuous digestion by peptidase (carboxypeptidase Y and aminopeptidase). Then, based on the characteristics of peptide ladders, complete sequencing was realized by comparing MS2 spectral similarity of the generated peptide ladders. The complete amino acid sequences of bivalirudin, adrenocorticotropic hormone, and oxytocin were determined with high accuracy. This approach is beneficial to the quality control of drug peptides as well as the identification of novel bioactive peptides.
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Affiliation(s)
- Chao Yang
- CAS Key Laboratory of Separation Science for Analytical Chemistry, National Chromatographic Research and Analysis Center, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, P. R. China.,University of Chinese Academy of Sciences, Beijing, P. R. China
| | - Jianhui Liu
- CAS Key Laboratory of Separation Science for Analytical Chemistry, National Chromatographic Research and Analysis Center, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, P. R. China
| | - Yechen Hu
- CAS Key Laboratory of Separation Science for Analytical Chemistry, National Chromatographic Research and Analysis Center, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, P. R. China
| | - Zhongpeng Dai
- CAS Key Laboratory of Separation Science for Analytical Chemistry, National Chromatographic Research and Analysis Center, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, P. R. China
| | - Zhen Liang
- CAS Key Laboratory of Separation Science for Analytical Chemistry, National Chromatographic Research and Analysis Center, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, P. R. China
| | - Yichu Shan
- CAS Key Laboratory of Separation Science for Analytical Chemistry, National Chromatographic Research and Analysis Center, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, P. R. China
| | - Lihua Zhang
- CAS Key Laboratory of Separation Science for Analytical Chemistry, National Chromatographic Research and Analysis Center, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, P. R. China
| | - Yukui Zhang
- CAS Key Laboratory of Separation Science for Analytical Chemistry, National Chromatographic Research and Analysis Center, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, P. R. China
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3
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Li Y, Xu Y, Zheng T, Wang H. Amino acids in cell wall of Gram-positive bacterium Micrococcus sp. hsn08 with flocculation activity on Chlorella vulgaris biomass. BIORESOURCE TECHNOLOGY 2018; 249:417-424. [PMID: 29065323 DOI: 10.1016/j.biortech.2017.10.056] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2017] [Revised: 10/09/2017] [Accepted: 10/13/2017] [Indexed: 06/07/2023]
Abstract
The aim of this work was to investigate the flocculation mechanism by Gram-positive bacterium, Micrococcus sp. hsn08 as a means for harvesting Chlorella vulgaris biomass. Bacterial cells of Micrococcus sp. hsn08 were added into algal culture to harvest algal cells through direct contacting with algae to form flocs. Viability dependence test confirmed that flocculation activity does not depend on live bacteria, but on part of the peptidoglycan. The further investigation has determined that amino acids in cell wall play an important role to flocculate algal cells. Positively charged calcium can combine bacterial and algal cells together, and form a bridge between them, thereby forming the flocs, suggesting that ions bridging is the main flocculation mechanism. These results suggest that bacterial cells of Micrococcus sp. hsn08 can be applied to harvest microalgae biomass with the help of amino acids in cell wall.
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Affiliation(s)
- Yi Li
- College of Life Sciences, Henan Normal University, Xinxiang 453007, China
| | - Yanting Xu
- College of Life Sciences, Henan Normal University, Xinxiang 453007, China
| | - Tianling Zheng
- State Key Laboratory of Marine Environmental Science, School of Life Sciences, Xiamen University, Xiamen 361005, China
| | - Hailei Wang
- College of Life Sciences, Henan Normal University, Xinxiang 453007, China.
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4
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Gerken TA. O-glycoprotein biosynthesis: site localization by Edman degradation and site prediction based on random peptide substrates. Methods Mol Biol 2012; 842:81-108. [PMID: 22259131 DOI: 10.1007/978-1-61779-513-8_5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
The characterization of mucin-type O-glycosylation is fraught with extreme difficulty at almost every level of analysis: from difficulties in obtaining glycopeptides suitable for study, their structural heterogeneity, lack of broad acting glycosidase tools capable of simplifying the glycans, and finally the vast complexity of performing analysis on multiply glycosylated glycopeptides. This, along with a lack of known peptide sequence motif(s) for the transferases that initiate mucin-type O-glycosylation, significantly hinders our understanding of mucin-type O-glycosylation at almost every level from their biosynthesis to their biological and biophysical properties. In this chapter, the use of partial chemical deglycosylation coupled with Edman amino acid sequencing is described to quantify sites of O-glycosylation. In addition, the use of oriented random peptide substrates is described for providing the specificities of the polypeptide α-N-acetylgalactosaminyltransferases, which can be used to estimate transferase-specific sites of O-glycosylation.
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Affiliation(s)
- Thomas A Gerken
- Department of Pediatrics and Biochemistry, Case Western Reserve University, School of Medicine, Cleveland, OH, USA,
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Teixeira RD, Ribeiro HAL, Gomes MTR, Lopes MTP, Salas CE. The proteolytic activities in latex from Carica candamarcensis. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2008; 46:956-61. [PMID: 18672376 DOI: 10.1016/j.plaphy.2008.06.010] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2007] [Revised: 04/30/2008] [Accepted: 06/14/2008] [Indexed: 05/24/2023]
Abstract
Prior evidence suggests that proteinases in latex from Caricaceae protect against injuries induced by physical wounding. While the proteolytic enzymes from Carica papaya are well characterized, the homologues from Carica candamarcensis were not given similar attention, probably because its distribution is restricted to South American regions. We describe the chromatographic steps to fractionate 14 components from C. candamarcensis, 12 of them displaying amidase activity. The mass of these proteins plus two others isolated by HPLC rank between 23,943 and 22,991Da, and their N-terminal sequences showed similarities or identities with the enzymes described earlier in this species. Following CM-Sephadex chromatography two major peaks containing proteolytic activity were resolved. Each of these peaks was further resolved by Mono S chromatography yielding several purified fractions. The kinetic parameters of two of the Mono S purified enzymes originated from each of the CMS-Sephadex peaks were determined. While the Km with (Pyr-Phe-Leu-pNA), is similar in both enzymes, the kcat for one of them is 10-fold lower than the other. Based on these differences it is proposed that two groups of proteinases exist in latex of C. candamarcensis.
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Affiliation(s)
- Raphael D Teixeira
- Departamento de Bioquímica e Imunologia, Instituto de Ciências Biológicas, UFMG, 31270-901 Belo Horizonte, MG, Brasil
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Kim EA, Kim JY, Kim SJ, Park KR, Chung HJ, Leem SH, Kim SI. Proteomic analysis of Acinetobacter lwoffii K24 by 2-D gel electrophoresis and electrospray ionization quadrupole-time of flight mass spectrometry. J Microbiol Methods 2004; 57:337-49. [PMID: 15134882 DOI: 10.1016/j.mimet.2004.02.007] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2003] [Revised: 01/20/2004] [Accepted: 02/10/2004] [Indexed: 11/28/2022]
Abstract
The MS/MS analysis by Electrospray ionization quadrupole-time of flight mass spectrometry (ESI-Q-TOF MS) was applied to identify proteins in proteome analysis of bacteria whose genomes are not known. The protein identification by ESI-Q-TOF MS was performed sequentially by database search and then de novo sequencing using MS/MS spectra. Soil bacteria having unanalyzed genome, Acinetobacter lwoffii K24 is an aniline degrading bacterium. In this report, we present the results of a comparison between the proteome profile of A. lwoffii K24 cultured in aniline- or succinate-containing media. Protein analysis was performed using two-dimensional gel electrophoresis (2-DE) with pH 3-10 immobilized pH gradient (IPG) strips followed by ESI-Q-TOF MS. More than 780 protein spots were detected by 2-DE from the soluble proteome. Forty-eight of these proteins were expressed exclusively in aniline cultured bacteria, and 81 proteins increased and 162 proteins decreased in aniline-cultured versus succinate cultured A. lwoffii K24. Internal amino acid sequences of 43 major protein spots were successfully determined by ESI-Q-TOF MS to try to identify the bacterial proteins responding to aniline culture condition. Since the A. lwoffii K24 genome is not yet sequenced, many proteins were found to be hypothetical. Comparative proteome analysis of the insoluble protein fractions showed that one novel protein that was strongly induced by succinate-cultured A. lwoffii K24 was repressed under aniline culture conditions. These results suggest that comprehensive analysis of bacterial proteomes by 2-DE and amino acid sequence analysis by ESI-Q-TOF MS is useful for understanding induced novel proteins of biodegrading bacteria.
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Affiliation(s)
- Eun-A Kim
- Proteome Analysis Team, Korea Basic Science Institute, 52 Yeoeun-Dong, Yusung-Gu, Daejeon 305-806, South Korea
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7
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Klein J, Harding G, Klein E. A new isoelectric focusing gel for two-dimensional electrophoresis constructed in microporous hollow fiber membranes. J Proteome Res 2002; 1:41-5. [PMID: 12643525 DOI: 10.1021/pr0155073] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
We describe the preparation of IEF tube gels inside a nonwetting microporous plastic tubing. The gel in the tube need not be extruded after the first dimension separation. Instead, the porous structure of the tubes is made wettable, and the proteins are electrophoresed "through-the-wall" into the second dimension PAGE gel. Commercial ampholytes and reagents are suitable for the procedure. A useful p/ range of 4.5-9.5 can be obtained when p/ 3-10 ampholyte mixtures are used. Because of the high surface area of the porous material, precautions must be exercised to reduce oxygen inhibition during polymerization and dehydration of the gel during storage and use. A sheath device is described that satisfies these requirements. The plastic tubes can be disposed of by incineration and pose no biohazard.
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Affiliation(s)
- Jon Klein
- Department of Medicine, the Core Proteomics Laboratory, University of Louisville School of Medicine, Louisville, Kentucky 40202, USA.
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Tran NT, Cabanes-Macheteau M, Taverna M. Chapter 20 Analysis of glycoproteins and their glycopeptide and glycan fragments by electrophoresis and capillary electrophoresis. JOURNAL OF CHROMATOGRAPHY LIBRARY 2002. [DOI: 10.1016/s0301-4770(02)80045-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
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9
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Santucci A, Trabalzini L, Bovalini L, Ferro E, Neri P, Martelli P. Differences between predicted and observed sequences in Saccharomyces cerevisiae. Electrophoresis 2000; 21:3717-23. [PMID: 11271491 DOI: 10.1002/1522-2683(200011)21:17<3717::aid-elps3717>3.0.co;2-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
We recently studied the protein composition of a Saccharomyces cerevisiae wine yeast strain (K310) of enological interest. About 2,500 spots of 8-250 kDa observed molecular mass were resolved by two-dimensional gel electrophoresis. Experimental molecular masses and isoelectric points were calculated for most of them. Twenty-seven proteins were subjected to Edman microsequencing. N-terminal sequences of 12/27 proteins were determined, whereas internal sequences of 6/27 proteins were obtained following in situ proteolysis. Comparison between the experimental data and those reported in the SWISS-PROT database revealed some differences between genotypic and phenotypic sequences. These are indicative of the changes a protein can undergo with respect to the primary structure coded by the genomic DNA. Our results highlight the need to complement genomic analysis with detailed proteomics in order to refine the vast amount of information provided by DNA sequencing and to find an exact correlation between genome and proteome.
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Affiliation(s)
- A Santucci
- Dipartimento di Biologia Molecolare, Università degli Studi di Siena, Italy.
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10
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Locke S, Figeys D. Techniques for the optimization of proteomic strategies based on head column stacking capillary electrophoresis. Anal Chem 2000; 72:2684-9. [PMID: 10905293 DOI: 10.1021/ac0003293] [Citation(s) in RCA: 43] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Proteomics is the large-scale study of the proteins related to a genome. Presently, proteomic procedures have relied on mass spectrometry as a tool of choice to perform analysis of proteins. Optimization and understanding of the different steps involved in proteomics using mass spectrometry is expensive and time-consuming and, for this reason, have been typically paid insufficient attention. However, optimization becomes a critical issue as we try to analyze ever shrinking amounts of proteins. We present here the development of a technique that allows the rapid, sensitive, semiquantitative, and automated optimization of the processes involved in proteomics. Furthermore, it allows the rapid testing of new methodologies without having to rely on expensive mass spectrometric techniques. The technique, based on head column stacking capillary zone electrophoresis, allows the concentration, separation, and analysis of protein digests at concentrations from high picomoles to subfemtomoles per microliter and sample volumes from a few microliters to a few hundred microliters produced by proteomic processes. Furthermore, the incorporation of UV detection in the system allows the tracking of the relative changes in peptide levels observed during optimization. In addition, all the buffers and solvents used in this technique are compatible with its future coupling to electrospray ionization mass spectrometry. The potential of this technique for the analysis of low-abundance proteins is demonstrated using peptide standards and tryptic digests of standard proteins. Moreover, we exemplify the application of this technique in proteomic prototyping for the rapid and automated study of the procedure of enzymatic digestion of proteins.
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Affiliation(s)
- S Locke
- National Research Council-Canada, Halifax, Nova Scotia
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11
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Appella E, Arnott D, Sakaguchi K, Wirth PJ. Proteome mapping by two-dimensional polyacrylamide gel electrophoresis in combination with mass spectrometric protein sequence analysis. EXS 2000; 88:1-27. [PMID: 10803368 DOI: 10.1007/978-3-0348-8458-7_1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/16/2023]
Abstract
The high resolving power of two-dimensional polyacrylamide gel electrophoresis 2D-PAGE and its full analytical and preparative potential have been described with special emphasis on reproducibility and standardization of protein spot patterns, enhanced protein detection sensitivity, and computer analysis database development. New methodologies for peptide mass fingerprinting, peptide, sequence, and fragmentation tagging have been highlighted. Major challenges associated with 2D-PAGE/mass spectrometric protein sequencing were outlined which need to be addressed in the future, including sample enrichment, use of alternative gel matrices, improvements in separation systems interfaced directly to the mass spectrometer, and design of high-sensitivity instruments with very high mass ranges. It is hoped that comparative studies to identify, quantitate, and characterize proteins differentially expressed in normal versus diseased cells would give insight into mechanisms of pathogenesis and allow the development of a way to control both the etiology and the course of diseases.
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Affiliation(s)
- E Appella
- Laboratory of Cell Biology, National Institutes of Health, Bethesda, MD 20892, USA
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12
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Berggren K, Steinberg TH, Lauber WM, Carroll JA, Lopez MF, Chernokalskaya E, Zieske L, Diwu Z, Haugland RP, Patton WF. A luminescent ruthenium complex for ultrasensitive detection of proteins immobilized on membrane supports. Anal Biochem 1999; 276:129-43. [PMID: 10603235 DOI: 10.1006/abio.1999.4364] [Citation(s) in RCA: 135] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
SYPRO Ruby protein blot stain provides a sensitive, gentle, fluorescence-based method for detecting proteins on nitrocellulose or polyvinylidene difluoride (PVDF) membranes. SYPRO Ruby dye is a permanent stain composed of ruthenium as part of an organic complex that interacts noncovalently with proteins. Stained proteins can be excited by ultraviolet light of about 302 nm or with visible light of about 470 nm. Fluorescence emission of the dye is approximately 618 nm. The stain can be visualized using a wide range of excitation sources utilized in image analysis systems including a UV-B transilluminator, 488-nm argon-ion laser, 532-nm yttrium-aluminum-garnet (YAG) laser, blue fluorescent light bulb, or blue light-emitting diode (LED). The detection sensitivity of SYPRO Ruby protein blot stain (0.25-1 ng protein/mm(2)) is superior to that of amido black, Coomassie blue, and india ink staining and nearly matches colloidal gold staining. SYPRO Ruby protein blot stain visualizes proteins more rapidly than colloidal gold stain and the linear dynamic range is more extensive. Unlike colloidal gold stain, SYPRO Ruby protein blot stain is fully compatible with subsequent biochemical applications including colorimetric and chemiluminescent immunoblotting, Edman-based sequencing and mass spectrometry.
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Affiliation(s)
- K Berggren
- Molecular Probes, Inc., Eugene, Oregon 97402, USA
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14
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15
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Henzel WJ, Tropea J, Dupont D. Protein identification using 20-minute Edman cycles and sequence mixture analysis. Anal Biochem 1999; 267:148-60. [PMID: 9918667 DOI: 10.1006/abio.1998.2981] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
We have developed a 20-min Edman cycle and a multiple sample horizontal flow reactor for the sequence analysis of PVDF-electroblotted proteins. The 20-min cycle uses a 12-min C18 phenylthiohydantoin separation. This cycle and separation is compatible with most Applied Biosystems sequencers. Using this rapid cycle, 10 residues on six different proteins can be completed within a 24-h period. We also demonstrate the use of an algorithm that can sort mixture sequences derived from PVDF bands that contain coeluting proteins.
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Affiliation(s)
- W J Henzel
- Genentech, Inc., 1 DNA Way, South San Francisco, California, 94080,
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17
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Abstract
Amino acid composition analysis is a classical protein analysis method, which finds a wide application in medical and food science research and is indispensable for protein quantification. It is a complex technique, comprising two steps, hydrolysis of the substrate and chromatographic separation and detection of the residues. A properly performed hydrolysis is a prerequisite of a successful analysis. The most significant developments of the technology in the last decade consist in the (i) reduction of the hydrolysis time by the use of microwave radiation energy; (ii) improvement in the sensitivity of the residue detection, the quantification of the sensitive residues and separation of the enantiomeric forms of the amino acids; (iii) application of amino acid analysis in the large-scale protein identification by database search; and (iv) gradual replacement of the original ion exchange residue separation by reversed-phase high-performance liquid chromatography. Amino acid analysis is currently facing an enormous competition in the determination of the identity of proteins and amino acid homologs by the essentially faster mass spectrometry techniques. The amino acid analysis technology needs further simplification and automation of the hydrolysis, chromatography and detection steps to withstand the pressure exerted by the other technologies.
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Affiliation(s)
- M Fountoulakis
- F. Hoffman-La Roche Ltd., Pharma Division, Preclinical Central System--Gene Technology, Basel, Switzerland.
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Walsh BJ, Molloy MP, Williams KL. The Australian Proteome Analysis Facility (APAF): assembling large scale proteomics through integration and automation. Electrophoresis 1998; 19:1883-90. [PMID: 9740048 DOI: 10.1002/elps.1150191106] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The field of proteomics opens new possibilities for the mass screening of proteins from many different sources. While genomics is well understood to be a big science field, proteomics is just emerging as such. This paper describes the setting up of the first national proteomics facility. The facility has been funded by the Australian government and this funding has allowed the design of purpose built, integrated laboratories with state of the art equipment for large scale proteome research.
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Affiliation(s)
- B J Walsh
- Australian Proteome Analysis Facility, Macquarie University, Sydney, NSW.
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20
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Tonella L, Walsh BJ, Sanchez JC, Ou K, Wilkins MR, Tyler M, Frutiger S, Gooley AA, Pescaru I, Appel RD, Yan JX, Bairoch A, Hoogland C, Morch FS, Hughes GJ, Williams KL, Hochstrasser DF. '98 Escherichia coli SWISS-2DPAGE database update. Electrophoresis 1998; 19:1960-71. [PMID: 9740056 DOI: 10.1002/elps.1150191114] [Citation(s) in RCA: 73] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
The combination of two-dimensional polyacrylamide gel electrophoresis (2-D PAGE), computer image analysis and several protein identification techniques allowed the Escherichia coli SWISS-2DPAGE database to be established. This is part of the ExPASy molecular biology server accessible through the WWW at the URL address http://www.expasy.ch/ch2d/ch2d-top.html . Here we report recent progress in the development of the E. coli SWISS-2DPAGE database. Proteins were separated with immobilized pH gradients in the first dimension and sodium dodecyl sulfate-polyacrylamide gel electrophoresis in the second dimension. To increase the resolution of the separation and thus the number of identified proteins, a variety of wide and narrow range immobilized pH gradients were used in the first dimension. Micropreparative gels were electroblotted onto polyvinylidene difluoride membranes and spots were visualized by amido black staining. Protein identification techniques such as amino acid composition analysis, gel comparison and microsequencing were used, as well as a recently described Edman "sequence tag" approach. Some of the above identification techniques were coupled with database searching tools. Currently 231 polypeptides are identified on the E. coli SWISS-2DPAGE map: 64 have been identified by N-terminal microsequencing, 39 by amino acid composition, and 82 by sequence tag. Of 153 proteins putatively identified by gel comparison, 65 have been confirmed. Many proteins have been identified using more than one technique. Faster progress in the E. coli proteome project will now be possible with advances in biochemical methodology and with the completion of the entire E. coli genome.
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Affiliation(s)
- L Tonella
- Clinical Chemistry Laboratory, Geneva University Hospital, Switzerland.
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21
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Wilkins MR, Gasteiger E, Tonella L, Ou K, Tyler M, Sanchez JC, Gooley AA, Walsh BJ, Bairoch A, Appel RD, Williams KL, Hochstrasser DF. Protein identification with N and C-terminal sequence tags in proteome projects. J Mol Biol 1998; 278:599-608. [PMID: 9600841 DOI: 10.1006/jmbi.1998.1726] [Citation(s) in RCA: 73] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Genome sequences are available for increasing numbers of organisms. The proteomes (protein complement expressed by the genome) of many such organisms are being studied with two-dimensional (2D) gel electrophoresis. Here we have investigated the application of short N-terminal and C-terminal sequence tags to the identification of proteins separated on 2D gels. The theoretical N and C termini of 15, 519 proteins, representing all SWISS-PROT entries for the organisms Mycoplasma genitalium, Bacillus subtilis, Escherichia coli, Saccharomyces cerevisiae and human, were analysed. Sequence tags were found to be surprisingly specific, with N-terminal tags of four amino acid residues found to be unique for between 43% and 83% of proteins, and C-terminal tags of four amino acid residues unique for between 74% and 97% of proteins, depending on the species studied. Sequence tags of five amino acid residues were found to be even more specific. To utilise this specificity of sequence tags for protein identification, we created a world-wide web-accessible protein identification program, TagIdent (http://www.expasy.ch/www/tools.html), which matches sequence tags of up to six amino acid residues as well as estimated protein pI and mass against proteins in the SWISS-PROT database. We demonstrate the utility of this identification approach with sequence tags generated from 91 different E. coli proteins purified by 2D gel electrophoresis. Fifty-one proteins were unambiguously identified by virtue of their sequence tags and estimated pI and mass, and a further 11 proteins identified when sequence tags were combined with protein amino acid composition data. We conlcude that the TagIdent identification approach is best suited to the identification of proteins from prokaryotes whose complete genome sequences are available. The approach is less well suited to proteins from eukaryotes, as many eukaryotic proteins are not amenable to sequencing via Edman degradation, and tag protein identification cannot be unambiguous unless an organism's complete sequence is available.
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Affiliation(s)
- M R Wilkins
- Central Clinical Chemistry Laboratory, Geneva University Hospital, 24 Rue Micheli-du-Crest, Geneva 14, 1211, Switzerland
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Packer NH, Lawson MA, Jardine DR, Sanchez JC, Gooley AA. Analyzing glycoproteins separated by two-dimensional gel electrophoresis. Electrophoresis 1998; 19:981-8. [PMID: 9638944 DOI: 10.1002/elps.1150190613] [Citation(s) in RCA: 40] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Two-dimensional (2-D) electrophoresis is the preferred method for separating the glycoforms of proteins. The isoforms usually present as 'trains' of spots in the first dimension and may also differ in molecular weight. The primary goal for analyzing the carbohydrate content of glycoprotein spots is to understand the 'rules' which govern the migration of glycoproteins in 2-D electrophoresis. These rules can then be used to produce predictive vectors to interpret changes in glycosylation patterns. Techniques for the analysis of oligosaccharides released from glycoproteins which have been electroblotted to PVDF membrane after one-dimensional (1-D) and 2-D preparative gel electrophoresis are described. The oligosaccharides are removed enzymatically (PNGase F of N-linked oligosaccharides) or chemically (beta-elimination of O-linked oligosaccharides) and separated by high performance anion exchange chromatography (HPAEC-PAD) and identified by electrospray ionization mass spectrometry (ESI-MS) or analyzed directly by ESI-MS. After enzymic removal of the N-linked oligosaccharides the protein spots can be further analyzed by Edman sequence tagging for identification and quantitation of the protein and by acid hydrolysis for monosaccharide analysis of the O-linked oligosaccharides. These approaches have been proved on 1-D PAGE electroblotted bovine fetuin and human glycophorin A and then used to analyze two abundant proteins which separate as glycoforms on 2-D PAGE preparative narrow range (pH 4.5-5.5) blots of human plasma: alpha2-HS glycoprotein (human fetuin) and alpha1-antitrypsin (alpha1-protease inhibitor). It is apparent that both the macroheterogeneity (site occupation) and microheterogeneity (diversity of structures) of the glycosylation contribute to the separation of protein isoforms in 2-D PAGE.
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Affiliation(s)
- N H Packer
- Macquarie University Center for Analytical Biotechnology, School of Biological Sciences and Chemistry, Macquarie University, Sydney, NSW, Australia.
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Rudd KE, Humphery-Smith I, Wasinger VC, Bairoch A. Low molecular weight proteins: a challenge for post-genomic research. Electrophoresis 1998; 19:536-44. [PMID: 9588799 DOI: 10.1002/elps.1150190413] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The EcoGene project involves the examination of Escherichia coli K-12 DNA sequences and accompanying annotation in the public databases in order to refine the representation and prediction of the entire set of E. coli K-12 chromosomally encoded protein sequences. The results of this ongoing effort have been deposited in the SWISSPROT protein sequence database as sequencing of the E. coli genome has progressed to completion in recent years. Through this continuing research, we have discovered that the prediction of low molecular weight (small) proteins, arbitrarily defined as protein sequences < or = 150 amino acids (aa) in length, is problematic and requires special attention. We describe the small protein subset of EcoGene and the approach used to derive this subset from the complete E. coli genome sequence and database annotations. These E. coli proteins have helped to identify new small genes in other organisms and to identify conserved residues (motifs) using database searches and multiple alignments. Two thirds of the E. coli small proteins have not been characterized experimentally. The careful application of computer and laboratory methods to the analysis of small proteins is needed for accurate prediction, verification and characterization. The problem of accurate protein sequence identification is not limited to small proteins or to E. coli; these problems are encountered to varying degrees throughout all sequence databases.
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Affiliation(s)
- K E Rudd
- Department of Biochemistry and Molecular Biology, University of Miami School of Medicine, FL 33101-6129, USA.
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Molloy MP, Herbert BR, Yan JX, Williams KL, Gooley AA. Identification of wallaby milk whey proteins separated by two-dimensional electrophoresis, using amino acid analysis and sequence tagging. Electrophoresis 1997; 18:1073-8. [PMID: 9237558 DOI: 10.1002/elps.1150180708] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Micropreparative two-dimensional polyacrylamide gel electrophoresis has been used to separate milk whey proteins from the Tammar wallaby (Macropus eugenii). We have used a combination of amino acid analysis and N-terminal sequence tagging as a rapid and sensitive method to identify the major whey proteins. Using these techniques, we confidently identified alpha-lactalbumin and late lactation protein. While these are the only two M. eugenii whey proteins with a corresponding SWISS-PROT entry, we demonstrate that by using amino acid analysis and matching across species boundaries, we can identify previously unsequenced conserved wallaby whey proteins including beta-lactoglobulin and serum albumin.
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Affiliation(s)
- M P Molloy
- Australian Proteome Analysis Facility (APAF), Macquarie University, Sydney, NSW
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The Importance of Protein Co- and Post-Translational Modifications in Proteome Projects. PROTEOME RESEARCH: NEW FRONTIERS IN FUNCTIONAL GENOMICS 1997. [DOI: 10.1007/978-3-662-03493-4_4] [Citation(s) in RCA: 40] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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