Improving the Comprehensiveness and Sensitivity of Sheathless Capillary Electrophoresis–Tandem Mass Spectrometry for Proteomic Analysis
Open accessAbstract
We describe a solid phase microextraction (SPME), multistep elution, transient isotachophoresis (tITP) capillary electrophoresis-tandem mass spectrometry (CE-MS/MS) procedure which employs a high sensitivity porous electrospray ionization (ESI) sprayer for the proteomic analysis of a moderately complex protein mixture. In order to improve comprehensiveness and sensitivity over a previously reported proteomic application of the ESI sprayer, we evaluated preconcentration with SPME and multistep elution prior to tITP stacking and CE separation. To maximize separation efficiency, we primarily employed electrokinetic methods for elution and separation after loading the sample by application of pressure. Conditions were developed for optimum simultaneous electrokinetic elution and sample stacking using a tryptic digest of 16 proteins to maximize peptide identifications and minimize band broadening. We performed comparative proteomic analysis of a dilution series using CE and nanoflow liquid chromatography (nLC). We found complementary peptide and protein identifications with larger quantities (100 ng) of a Pyrococcus furiosus tryptic digest, but with mass-limited amounts (5 ng) CE was 3 times more effective at identifying proteins. We attribute these gains in sensitivity to lower noise levels with the porous CE sprayer, illustrated by better signal-to-noise ratios of peptide precursor ions and associated higher XCorr values of identified peptides when compared directly to nLC. From comparative analysis of SPME-tITP-CE with direct injection CE, the SPME-tITP process improved comprehensiveness and sensitivity.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Many studies have suggested that CZE separations are more capable of identifying hydrophilic peptides than LC.
“Many studies have suggested that CZE separations are more capable of identifying hydrophilic peptides than LC48,87.”
From Recent trends of capillary electrophoresis‐mass spectrometry in proteomics research (2019) · cites this paper as [87]
A polyacrylamide neutral coated capillary method achieved high reproducibility, with relative standard deviation for migration time in the separation window below 1%.
“These studies showed that high reproducibility with a relative standard deviation for migration time in separation window lower than 1% was achieved.”
From Recent trends of capillary electrophoresis‐mass spectrometry in proteomics research (2019) · cites this paper as [108]
Reversed-phase SPE combined with tITP for a Pyrococcus furiosus tryptic digest gave low background noise and high sensitivity.
“Wang et al. used reversed-phase SPE in conjunction with tITP for sample concentration of a Pyrococcus furiosus tryptic digest, which resulted in low background noise and high sensitivity87.”
From Recent trends of capillary electrophoresis‐mass spectrometry in proteomics research (2019) · cites this paper as [87]
Sample loading is the major drawback of CE and can be addressed using simple protocols, as shown in top-down and bottom-up applications.
“Sample loading is the major drawback of CE, which can be addressed using simple protocols, as demonstrated in top-down and bottom-up applications52,87.”
From Recent trends of capillary electrophoresis‐mass spectrometry in proteomics research (2019) · cites this paper as [87]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Optimization in sample stacking for high-performance capillary electrophoresis
Burgi, D. S., & Chien, R. L. (1991) · Analytical Chemistry · doi:10.1021/ac00018a028 · Cited by 606 · see citing works
Sample stacking of an extremely large injection volume in high-performance capillary electrophoresis
Chien, R. L., & Burgi, D. S. (1992) · Analytical Chemistry · doi:10.1021/ac00033a015 · Cited by 510 · see citing works
Moini, M. (2007) · Analytical Chemistry · doi:10.1021/ac0704560 · Cited by 322 · see citing works
Shen, Y., Zhao, R., Berger, S. J., Anderson, G., Rodríguez, N., & Smith, R. D. (2002) · Analytical Chemistry · doi:10.1021/ac0202280 · Cited by 284 · see citing works
Wojcik, R., Dada, O. O., Sadilek, M., & Dovichi, N. J. (2010) · Rapid Communications in Mass Spectrometry · doi:10.1002/rcm.4672 · Cited by 234 · see citing works
Multidimensional LC Separations in Shotgun Proteomics
Motoyama, A., & Yates, J. R. (2008) · Analytical Chemistry · doi:10.1021/ac8013669 · Cited by 225 · see citing works
Self-citationMaxwell, E. J., & Chen, D. D. Y. (2008) · Analytica Chimica Acta · doi:10.1016/j.aca.2008.06.034 · Cited by 197 · see citing works
Figeys, D., Ducret, A., Yates, J. R., & Aebersold, R. H. (1996) · Nature Biotechnology · doi:10.1038/nbt1196-1579 · Cited by 187 · see citing works
Self-citationBusnel, J., Schoenmaker, B., Ramautar, R., Carrasco‐Pancorbo, A., Ratnayake, C. K., Feitelson, J. S., Chapman, J. D., Deelder, A. M., & Mayboroda, O. A. (2010) · Analytical Chemistry · doi:10.1021/ac102159d · Cited by 165 · see citing works
Dual-Pressure Linear Ion Trap Mass Spectrometer Improving the Analysis of Complex Protein Mixtures
Second, T. P., Blethrow, J. D., Schwartz, J. C., Merrihew, G. E., MacCoss, M. J., Swaney, D. L., Russell, J. D., Coon, J. J., & Zabrouskov, V. (2009) · Analytical Chemistry · doi:10.1021/ac901278y · Cited by 160 · see citing works
Faserl, K., Sarg, B., Kremser, L., & Lindner, H. H. (2011) · Analytical Chemistry · doi:10.1021/ac2010372 · Cited by 153 · see citing works
Tong, W., Link, A., Eng, J. K., & Yates, J. R. (1999) · Analytical Chemistry · doi:10.1021/ac9901182 · Cited by 143 · see citing works
Self-citationPredicting Electrospray Response from Chromatographic Retention Time
Cech, N. B., Krone, J. R., & Enke, C. G. (2000) · Analytical Chemistry · doi:10.1021/ac0006019 · Cited by 139 · see citing works
Ramautar, R., Busnel, J., Deelder, A. M., & Mayboroda, O. A. (2011) · Analytical Chemistry · doi:10.1021/ac202407v · Cited by 129 · see citing works
Li, Y., Champion, M. M., Sun, L., Champion, P. A. D., Wojcik, R., & Dovichi, N. J. (2012) · Analytical Chemistry · doi:10.1021/ac202899p · Cited by 128 · see citing works
Figeys, D., Ducret, A., & Aebersold, R. (1997) · Journal of Chromatography A · doi:10.1016/s0021-9673(96)00847-3 · Cited by 108 · see citing works
Fonslow, B. R., Carvalho, P. C., Academia, K., Freeby, S., Xu, T., Nakorchevsky, A., Paulus, A., & Yates, J. R. (2011) · Journal of Proteome Research · doi:10.1021/pr200304u · Cited by 101 · see citing works
Self-citationHeemskerk, A. A. M., Busnel, J., Schoenmaker, B., Derks, R. J. E., Klychnikov, O. I., Hensbergen, P. J., Deelder, A. M., & Mayboroda, O. A. (2012) · Analytical Chemistry · doi:10.1021/ac300641x · Cited by 100 · see citing works
Mechanism of Peptide Separations by Solid Phase Extraction Capillary Electrophoresis at Low pH
Strausbauch, M. A., Landers, J. P., & Wettstein, P. J. (1996) · Analytical Chemistry · doi:10.1021/ac9503217 · Cited by 99 · see citing works
Analytical Characterization of the Electrospray Ion Source in the Nanoflow Regime
Marginean, I., Kelly, R., Prior, D. C., Lamarche, B. L., Tang, K., & Smith, R. D. (2008) · Analytical Chemistry · doi:10.1021/ac800683s · Cited by 96 · see citing works
Capillary electrophoresis applied to proteomic analysis
Fonslow, B. R., & Yates III, J. R. (2009) · Journal of Separation Science · doi:10.1002/jssc.200800592 · Cited by 92 · see citing works
Self-citationMohammed, S., & Heck, A. J. R. (2010) · Current Opinion in Biotechnology · doi:10.1016/j.copbio.2010.09.005 · Cited by 87 · see citing works
Chang, Y., & Her, G. R. (1999) · Analytical Chemistry · doi:10.1021/ac990535e · Cited by 83 · see citing works
Capillary Electrophoresis to Mass Spectrometry Interface Using a Porous Junction
Whitt, J. T., & Moini, M. (2003) · Analytical Chemistry · doi:10.1021/ac026380j · Cited by 74 · see citing works
Strausbauch, M. A., Madden, B. J., Wettstein, P. J., et al. (1995) · Electrophoresis · doi:10.1002/elps.1150160189 · Cited by 71 · see citing works
Zhong, X., Maxwell, E. J., & Chen, D. D. Y. (2011) · Analytical Chemistry · doi:10.1021/ac200636y · Cited by 70 · see citing works
Figeys, D., Corthals, G. L., Gallis, B. M., Goodlett, D. R., Ducret, A., Corson, M. A., & Aebersold, R. H. (1999) · Analytical Chemistry · doi:10.1021/ac9813991 · Cited by 67 · see citing works
Peer Reviewed: Membrane Preconcentration CE.
Yang, Q. L., Tomlinson, A. J., & Naylor, S. (1999) · Analytical Chemistry · doi:10.1021/ac990246q · Cited by 63 · see citing works
Luo, Q., Tang, K., Yang, F., et al. (2006) · Journal of Proteome Research · doi:10.1021/pr050424y · Cited by 60 · see citing works
Kelly, R., Page, J. S., Tang, K., et al. (2007) · Analytical Chemistry · doi:10.1021/ac062417e · Cited by 57 · see citing works
Tomlinson, A. J., Benson, L. M., Jameson, S. C., et al. (1996) · Electrophoresis · doi:10.1002/elps.1150171203 · Cited by 57 · see citing works
Fanali, S., D’Orazio, G., Foret, F., Klepárnı́k, K., & Aturki, Z. (2006) · Electrophoresis · doi:10.1002/elps.200600322 · Cited by 55 · see citing works
Ramsey, R. S., & McLuckey, S. A. (1995) · Journal of Microcolumn Separations · doi:10.1002/mcs.1220070505 · Cited by 52 · see citing works
Asymmetrical Emitter Geometries for Increased Range of Stable Electrospray Flow Rates
Maxwell, E. J., Zhong, X., & Chen, D. D. Y. (2010) · Analytical Chemistry · doi:10.1021/ac1017953 · Cited by 50 · see citing works
Hynek, R., Svensson, B., Jensen, O. N., et al. (2006) · Journal of Proteome Research · doi:10.1021/pr0602850 · Cited by 44 · see citing works
Capillary electrophoresis with Orbitrap-Velos mass spectrometry detection
Wojcik, R., Li, Y., MacCoss, M. J., & Dovichi, N. J. (2012) · Talanta · doi:10.1016/j.talanta.2011.10.048 · Cited by 43 · see citing works
Wong, C. C. L., Cociorva, D., Venable, J. D., Xu, T., & Yates, J. R. (2009) · Journal of the American Society for Mass Spectrometry · doi:10.1016/j.jasms.2009.04.007 · Cited by 43 · see citing works
Self-citationMoini, M., & Huang, H.-Y. (2004) · Electrophoresis · doi:10.1002/elps.200305906 · Cited by 42 · see citing works
Zamfir, A. D., Dincă, N., Şişu, E., & Peter‐Katalinić, J. (2006) · Journal of Separation Science · doi:10.1002/jssc.200500374 · Cited by 41 · see citing works
Medina‐Casanellas, S., Benavente, F., Barbosa, J., & Sanz‐Nebot, V. (2011) · Electrophoresis · doi:10.1002/elps.201100017 · Cited by 40 · see citing works
A simple method for fabrication of silver‐coated sheathless electrospray emitters
Chen, Y., & Her, G. (2003) · Rapid Communications in Mass Spectrometry · doi:10.1002/rcm.940 · Cited by 33 · see citing works
Analytical Aspects of Proteomics: 2009–2010
Ning, Z., Zhou, H., Wang, F., Abu‐Farha, M., & Figeys, D. (2011) · Analytical Chemistry · doi:10.1021/ac200857t · Cited by 31 · see citing works
Bollhagen, R., Schmiedberger, M., & Grell, E. (1995) · Journal of Chromatography A · doi:10.1016/0021-9673(95)00056-s · Cited by 30 · see citing works
Bendahl, L., Hansen, S. H., & Olsen, J. (2002) · Rapid Communications in Mass Spectrometry · doi:10.1002/rcm.865 · Cited by 25 · see citing works
Lee, W., Wang, C., & Her, G. (2011) · Rapid Communications in Mass Spectrometry · doi:10.1002/rcm.5091 · Cited by 22 · see citing works
Proteomics of Pyrococcus furiosus , a Hyperthermophilic Archaeon Refractory to Traditional Methods
Lee, A. M., Sevinsky, J. R., Bundy, J. L., Grunden, A. M., & Stephenson, J. L. (2009) · Journal of Proteome Research · doi:10.1021/pr801119h · Cited by 20 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- [26]Fonslow BR Yates JR 3rd Pawliszyn J Proteolytic digestion approaches for shotgun proteomics Comprehensive Sampling and Sample Preparation: Analytical Techniques for Scientists 2012 Elsevier Inc USA [a]-[b]
Cited by
Sorted by citations
Protein Analysis by Shotgun/Bottom-up Proteomics
Zhang, Y., Fonslow, B. R., Shan, B., Baek, M.-C., & Yates, J. R. (2013) · Chemical Reviews · doi:10.1021/cr3003533 · Cited by 1,491 · see citing works
Self-citationSun, L., Zhu, G., Zhang, Z., Mou, S., & Dovichi, N. J. (2015) · Journal of Proteome Research · doi:10.1021/acs.jproteome.5b00100 · Cited by 216 · see citing works
Ultrasensitive and Fast Bottom‐up Analysis of Femtogram Amounts of Complex Proteome Digests
Sun, L., Zhu, G., Zhao, Y., Yan, X., Mou, S., & Dovichi, N. J. (2013) · Angewandte Chemie International Edition · doi:10.1002/anie.201308139 · Cited by 212 · see citing works
Recent trends of capillary electrophoresis‐mass spectrometry in proteomics research
Gomes, F. P., & Yates, J. R. (2019) · Mass Spectrometry Reviews · doi:10.1002/mas.21599 · Cited by 112 · see citing works
Self-citationZhu, G., Sun, L., Yan, X., & Dovichi, N. J. (2013) · Analytical Chemistry · doi:10.1021/ac303750g · Cited by 103 · see citing works
Lubeckyj, R. A., McCool, E. N., Shen, X., Kou, Q., Liu, X., & Sun, L. (2017) · Analytical Chemistry · doi:10.1021/acs.analchem.7b02532 · Cited by 96 · see citing works
Zhu, G., Sun, L., Yan, X., & Dovichi, N. J. (2014) · Analytical Chemistry · doi:10.1021/ac5004486 · Cited by 78 · see citing works
CE‐MS‐based proteomics in biomarker discovery and clinical application
Pontillo, C., Filip, S., Borràs, D. M., Mullen, W., Vlahou, A., & Mischak, H. (2015) · PROTEOMICS – Clinical Applications · doi:10.1002/prca.201400115 · Cited by 77 · see citing works
Han, X., Wang, Y., Aslanian, A., Bern, M., Lavallée-Adam, M., & Yates, J. R. (2014) · Analytical Chemistry · doi:10.1021/ac503439n · Cited by 77 · see citing works
Self-citationSarg, B., Faserl, K., Kremser, L., Halfinger, B., Sebastiano, R., & Lindner, H. H. (2013) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m112.024109 · Cited by 76 · see citing works
Kammeijer, G. S. M., Kohler, I., Jansen, B. C., Hensbergen, P. J., Mayboroda, O. A., Falck, D., & Wuhrer, M. (2016) · Analytical Chemistry · doi:10.1021/acs.analchem.6b00479 · Cited by 74 · see citing works
Han, X., Wang, Y., Aslanian, A., Fonslow, B., Graczyk, B., Davis, T. N., & Yates, J. R. (2014) · Journal of Proteome Research · doi:10.1021/pr500971h · Cited by 72 · see citing works
Self-citationZhang, Z., Yan, X., Sun, L., Zhu, G., & Dovichi, N. J. (2015) · Analytical Chemistry · doi:10.1021/acs.analchem.5b00789 · Cited by 67 · see citing works
Capillary zone electrophoresis-mass spectrometry for bottom-up proteomics
Zhang, Z., Qu, Y., & Dovichi, N. J. (2018) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2018.08.008 · Cited by 61 · see citing works
CE–ESI‐MS for bottom‐up proteomics: Advances in separation, interfacing and applications
Heemskerk, A. A. M., Deelder, A. M., & Mayboroda, O. A. (2016) · Mass Spectrometry Reviews · doi:10.1002/mas.21432 · Cited by 61 · see citing works
Ludwig, K. R., Sun, L., Zhu, G., Dovichi, N. J., & Hummon, A. B. (2015) · Analytical Chemistry · doi:10.1021/acs.analchem.5b02457 · Cited by 56 · see citing works
Quantitative Proteomics Using Ultralow Flow Capillary Electrophoresis–Mass Spectrometry
Faserl, K., Kremser, L., Müller, M., Teis, D., & Lindner, H. H. (2015) · Analytical Chemistry · doi:10.1021/acs.analchem.5b00312 · Cited by 57 · see citing works
Predicting Electrophoretic Mobility of Tryptic Peptides for High-Throughput CZE-MS Analysis
Krokhin, O. V., Anderson, G., Spicer, V., Sun, L., & Dovichi, N. J. (2017) · Analytical Chemistry · doi:10.1021/acs.analchem.6b04544 · Cited by 53 · see citing works
Zhang, Z., Sun, L., Zhu, G., Yan, X., & Dovichi, N. J. (2015) · Talanta · doi:10.1016/j.talanta.2015.01.040 · Cited by 53 · see citing works
Zhu, G., Sun, L., & Dovichi, N. J. (2016) · The Analyst · doi:10.1039/c6an01140c · Cited by 52 · see citing works
Chen, D., Shen, X., & Sun, L. (2018) · Analytica Chimica Acta · doi:10.1016/j.aca.2018.01.037 · Cited by 47 · see citing works
Medina-Casanellas, S., Domínguez-Vega, E., Benavente, F., Sanz-Nebot, V., Somsen, G. W., & de Jong, G. J. (2014) · Journal of Chromatography A · doi:10.1016/j.chroma.2013.12.080 · Cited by 36 · see citing works
Zhu, G., Sun, L., Heidbrink‐Thompson, J., Kuntumalla, S., Lin, H., Larkin, C. J., McGivney, J. B., & Dovichi, N. J. (2016) · ELECTROPHORESIS · doi:10.1002/elps.201500301 · Cited by 34 · see citing works
Zhang, Z., Hebert, A. S., Westphall, M. S., Qu, Y., Coon, J. J., & Dovichi, N. J. (2018) · Analytical Chemistry · doi:10.1021/acs.analchem.8b02991 · Cited by 30 · see citing works
Boley, D. A., Zhang, Z., & Dovichi, N. J. (2017) · Journal of Chromatography A · doi:10.1016/j.chroma.2017.07.022 · Cited by 29 · see citing works
Large-scale Top-down Proteomics Using Capillary Zone Electrophoresis Tandem Mass Spectrometry
McCool, E. N., Lubeckyj, R., Shen, X., Kou, Q., Liu, X., & Sun, L. (2018) · Journal of Visualized Experiments · doi:10.3791/58644 · Cited by 26 · see citing works
Zhang, Z., Zhu, G., Peuchen, E. H., & Dovichi, N. J. (2017) · Microchimica Acta · doi:10.1007/s00604-017-2084-8 · Cited by 24 · see citing works
Zhang, Z., Hebert, A. S., Westphall, M. S., Coon, J. J., & Dovichi, N. J. (2019) · Journal of Proteome Research · doi:10.1021/acs.jproteome.9b00244 · Cited by 22 · see citing works
Zhang, Z., & Dovichi, N. J. (2018) · Analytica Chimica Acta · doi:10.1016/j.aca.2017.11.023 · Cited by 20 · see citing works
- Authors
- Wang, Y., Fonslow, B. R., Wong, C. C. L., Nakorchevsky, A., & Yates, J. R.
- Affiliations
- Scripps Research Institute (US)
- Corresponding author
- Yates, John R.
- Venue
- Analytical Chemistry
- Publisher
- American Chemical Society (ACS)
- Published
- 2012-10-05
- Volume
- 84
- Issue
- 20
- Pages
- 8505-8513
- ISSN
- 0003-2700 (ISSN-L)
- 1520-6882
- PMC
- PMC3498465
- OpenAlex
- W2055979718
- Cited by
- 144
- References
- 46
- Citations by year
- 2026: 4 · 2025: 7 · 2024: 7 · 2023: 3 · 2022: 4 · 2021: 9 · 2020: 6 · 2019: 8 · 2018: 11 · 2017: 16 · 2016: 17 · 2015: 16 · 2014: 17 · 2013: 19
- FWCI
- 9.47
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Analytical Chemistry (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health
- National Heart, Lung, and Blood Institute (HV-10-5, HHSN268201000035C)
- National Institute of Mental Health (R01MH067880)
- National Institute of General Medical Sciences (P41GM103533)
- National Institute of Allergy and Infectious Diseases (U19AI063603)
- National Institute of Diabetes and Digestive and Kidney Diseases (R01DK074798)
- National Center for Research Resources (P41RR011823)
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Microfluidic and Capillary Electrophoresis Applications
- Physical Sciences › Chemistry › Spectroscopy › Advanced Proteomics Techniques and Applications
- Physical Sciences › Chemistry › Spectroscopy › Mass Spectrometry Techniques and Applications
- Keywords
- tandem mass spectrometry, solid-phase microextraction, transient isotachophoresis, proteomics, preconcentration, protein identification, Pyrococcus furiosus, signal-to-noise ratio
- MeSH terms
- Animals, Escherichia coli, Proteins, Sensitivity and Specificity, Electrophoresis, Capillary, Archaeal Proteins, Pyrococcus furiosus, Escherichia coli Proteins, Proteomics, Solid Phase Microextraction, Tandem Mass Spectrometry, Isotachophoresis
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review