Quantitative twoplex glycan analysis using 12C6 and 13C6 stable isotope 2-aminobenzoic acid labelling and capillary electrophoresis mass spectrometry
Abstract
Capillary electrophoresis (CE) offers excellent efficiency and orthogonality to liquid chromatographic (LC) separations for oligosaccharide structural analysis. Combination of CE with high resolution mass spectrometry (MS) for glycan analysis remains a challenging task due to the MS incompatibility of background electrolyte buffers and additives commonly used in offline CE separations. Here, a novel method is presented for the analysis of 2-aminobenzoic acid (2-AA) labelled glycans by capillary electrophoresis coupled to mass spectrometry (CE-MS). To ensure maximum resolution and excellent precision without the requirement for excessive analysis times, CE separation conditions including the concentration and pH of the background electrolyte, the effect of applied pressure on the capillary inlet and the capillary length were evaluated. Using readily available 12/13 C 6 stable isotopologues of 2-AA, the developed method can be applied for quantitative glycan profiling in a twoplex manner based on the generation of extracted ion electropherograms (EIE) for 12 C 6 'light' and 13 C 6 'heavy' 2-AA labelled glycan isotope clusters. The twoplex quantitative CE-MS glycan analysis platform is ideally suited for comparability assessment of biopharmaceuticals, such as monoclonal antibodies, for differential glycomic analysis of clinical material for potential biomarker discovery or for quantitative microheterogeneity analysis of different glycosylation sites within a glycoprotein. Additionally, due to the low injection volume requirements of CE, subsequent LC-MS analysis of the same sample can be performed facilitating the use of orthogonal separation techniques for structural elucidation or verification of quantitative performance.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
Low sample consumption of CE allowed quantitative studies of the same sample by LC-MS.
“The low sample consumption of CE enabled them to perform quantitative studies of the same sample via LC-MS.”
From Recent trends of capillary electrophoresis‐mass spectrometry in proteomics research (2019) · cites this paper as [128]
The two-plex CE-MS method applied to a therapeutic protein revealed differences in N-glycan structures between two lots.
“It was further applied for analysis of a therapeutic protein where the authors observed differences in N-glycan structures from two different lots.”
From Recent trends of capillary electrophoresis‐mass spectrometry in proteomics research (2019) · cites this paper as [128]
A two-plex CE-MS method for N-glycan quantification was linear and precise.
“The CE-MS method was found to be linear and precise.”
From Recent trends of capillary electrophoresis‐mass spectrometry in proteomics research (2019) · cites this paper as [128]
LC-MS failed to resolve N-glycan isomers that CE-MS resolved.
“However, the LC-MS platform failed to resolve N-glycan isomers that were resolved via CE-MS.”
From Recent trends of capillary electrophoresis‐mass spectrometry in proteomics research (2019) · cites this paper as [128]
CE-MS quantitative performance was similar to LC-MS.
“In terms of quantitative performance, CE-MS was found to be similar to LC-MS.”
From Recent trends of capillary electrophoresis‐mass spectrometry in proteomics research (2019) · cites this paper as [128]
Cites
A systematic nomenclature for carbohydrate fragmentations in FAB-MS/MS spectra of glycoconjugates
Domon, B., & Costello, C. E. (1988) · Glycoconjugate Journal · doi:10.1007/bf01049915 · Cited by 2,762 · see citing works
Vertebrate protein glycosylation: diversity, synthesis and function
Moremen, K. W., Tiemeyer, M., & Nairn, A. V. (2012) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm3383 · Cited by 1,681 · see citing works
The Impact of Glycosylation on the Biological Function and Structure of Human Immunoglobulins
Arnold, J. N., Wormald, M. R., Sim, R. B., Rudd, P. M., & Dwek, R. A. (2006) · Annual Review of Immunology · doi:10.1146/annurev.immunol.25.022106.141702 · Cited by 1,308 · see citing works
GlycoWorkbench: A Tool for the Computer-Assisted Annotation of Mass Spectra of Glycans
Ceroni, A., Maaß, K., Geyer, H., Geyer, R., Dell, A., & Haslam, S. M. (2008) · Journal of Proteome Research · doi:10.1021/pr7008252 · Cited by 1,059 · see citing works
A systematic approach to protein glycosylation analysis: a path through the maze
Mariño, K. V., Bones, J., Kattla, J. J., & Rudd, P. M. (2010) · Nature Chemical Biology · doi:10.1038/nchembio.437 · Cited by 630 · see citing works
Self-citationHuman plasma protein N-glycosylation
Clerc, F., Reiding, K. R., Jansen, B. C., Lageveen‐Kammeijer, G. S. M., Bondt, A., & Wuhrer, M. (2015) · Glycoconjugate Journal · doi:10.1007/s10719-015-9626-2 · Cited by 450 · see citing works
Harvey, D. J., Merry, A. H., Royle, L., Campbell, M. P., Dwek, R. A., & Rudd, P. M. (2009) · PROTEOMICS · doi:10.1002/pmic.200900096 · Cited by 268 · see citing works
Mass Spectrometry and the Emerging Field of Glycomics
Zaia, J. (2008) · Chemistry & Biology · doi:10.1016/j.chembiol.2008.07.016 · Cited by 249 · see citing works
Harvey, D. J., Mattu, T. S., Wormald, M. R., Royle, L., Dwek, R. A., & Rudd, P. M. (2002) · Analytical Chemistry · doi:10.1021/ac0109321 · Cited by 151 · see citing works
Quantitation by Isobaric Labeling: Applications to Glycomics
Atwood, J., Cheng, L., Álvarez-Manilla, G., Warren, N. L., York, W. S., & Orlando, R. (2007) · Journal of Proteome Research · doi:10.1021/pr070476i · Cited by 149 · see citing works
Mass spectrometric glycan rearrangements
Wuhrer, M., Deelder, A. M., & van der Burgt, Y. E. M. (2011) · Mass Spectrometry Reviews · doi:10.1002/mas.20337 · Cited by 146 · see citing works
Gennaro, L. A., & Salas‐Solano, O. (2008) · Analytical Chemistry · doi:10.1021/ac800152h · Cited by 137 · see citing works
van Bueren, J. J. L., Rispens, T., Verploegen, S. A. B. W., van der Palen‐Merkus, T., Stapel, S. O., Workman, L. J., James, H. R., van Berkel, P. H. C., van de Winkel, J. G. J., Platts‐Mills, T. A. E., et al. (2011) · Nature Biotechnology · doi:10.1038/nbt.1912 · Cited by 127 · see citing works
Glycan reductive isotope labeling for quantitative glycomics
Xia, B., Feasley, C. L., Sachdev, G. P., Smith, D. F., & Cummings, R. D. (2009) · Analytical Biochemistry · doi:10.1016/j.ab.2009.01.028 · Cited by 126 · see citing works
Kamoda, S., Ishikawa, R., & Kakehi, K. (2006) · Journal of Chromatography A · doi:10.1016/j.chroma.2006.08.028 · Cited by 112 · see citing works
Quantitative Glycomics Strategies
Mechref, Y. S., Hu, Y., Desantos‐Garcia, J. L., Hussein, A., & Tang, H. (2013) · Molecular & Cellular Proteomics · doi:10.1074/mcp.r112.026310 · Cited by 102 · see citing works
Suzuki, H., Müller, O., Guttman, A., & Karger, B. L. (1997) · Analytical Chemistry · doi:10.1021/ac970090z · Cited by 98 · see citing works
Cracking the Glycome Encoder: Signaling, Trafficking, and Glycosylation
Bard, F., & Chia, J. (2016) · Trends in Cell Biology · doi:10.1016/j.tcb.2015.12.004 · Cited by 98 · see citing works
Zhong, X., Chen, Z., Snovida, S., Liu, Y., Rogers, J. C., & Li, L. (2015) · Analytical Chemistry · doi:10.1021/acs.analchem.5b01835 · Cited by 92 · see citing works
Prien, J. M., Prater, B. D., Qin, Q., & Cockrill, S. L. (2010) · Analytical Chemistry · doi:10.1021/ac902617t · Cited by 84 · see citing works
Bunz, S., Rapp, E., & Neusüß, C. (2013) · Analytical Chemistry · doi:10.1021/ac401930j · Cited by 78 · see citing works
Multiplexed Analytical Glycomics: Rapid and Confident IgG N-Glycan Structural Elucidation
Mittermayr, S., Bones, J., Doherty, M., Guttman, A., & Rudd, P. M. (2011) · Journal of Proteome Research · doi:10.1021/pr200371s · Cited by 75 · see citing works
Self-citationStructural Glycomic Analyses at High Sensitivity: A Decade of Progress
Alley, W. R., & Novotný, M. V. (2013) · Annual Review of Analytical Chemistry · doi:10.1146/annurev-anchem-062012-092609 · Cited by 63 · see citing works
Quantitative LC–MS/MS Glycomic Analysis of Biological Samples Using AminoxyTMT
Zhou, S., Hu, Y., Veillon, L. J., Snovida, S. I., Rogers, J. C., Saba, J. A., & Mechref, Y. S. (2016) · Analytical Chemistry · doi:10.1021/acs.analchem.6b00465 · Cited by 62 · see citing works
Unraveling the Glyco-Puzzle: Glycan Structure Identification by Capillary Electrophoresis
Mittermayr, S., Bones, J., & Guttman, A. (2013) · Analytical Chemistry · doi:10.1021/ac4006099 · Cited by 61 · see citing works
Self-citationAdvancements in mass spectrometry-based glycoproteomics and glycomics
Lu, H., Zhang, Y., & Yang, P. (2016) · National Science Review · doi:10.1093/nsr/nww019 · Cited by 61 · see citing works
Jayo, R. G., Thaysen-Andersen, M., Lindenburg, P. W., Haselberg, R., Hankemeier, T., Ramautar, R., & Chen, D. D. Y. (2014) · Analytical Chemistry · doi:10.1021/ac5010212 · Cited by 54 · see citing works
Harvey, D. J. (2005) · Journal of Mass Spectrometry · doi:10.1002/jms.836 · Cited by 53 · see citing works
Walker, S. H., Taylor, A. D., & Muddiman, D. C. (2013) · Journal of the American Society for Mass Spectrometry · doi:10.1007/s13361-013-0681-2 · Cited by 49 · see citing works
Giménez, E., Sanz‐Nebot, V., & Rizzi, A. M. (2013) · Analytical and Bioanalytical Chemistry · doi:10.1007/s00216-013-7178-5 · Cited by 42 · see citing works
Capillary Electrophoresis–Mass Spectrometry of Carbohydrates
Zaia, J. (2013) · Methods in molecular biology · doi:10.1007/978-1-62703-296-4_2 · Cited by 35 · see citing works
Suzuki, S. (2013) · Analytical Sciences · doi:10.2116/analsci.29.1117 · Cited by 29 · see citing works
Zapała, L., Kalembkiewicz, J., & Sitarz-Palczak, E. (2008) · Biophysical Chemistry · doi:10.1016/j.bpc.2008.11.012 · Cited by 24 · see citing works
Zhou, S., Tello, N., Harvey, A., Boyes, B. E., Orlando, R., & Mechref, Y. S. (2016) · Electrophoresis · doi:10.1002/elps.201600013 · Cited by 24 · see citing works
Tautomeric and Microscopic Protonation Equilibria of Anthranilic Acid and Its Derivatives
Zapała, L., Woźnicka, E., & Kalembkiewicz, J. (2014) · Journal of Solution Chemistry · doi:10.1007/s10953-014-0190-3 · Cited by 20 · see citing works
Millán‐Martín, S., Delporte, C., Farrell, A., Iglesias, N. N., McLoughlin, N., & Bones, J. (2015) · The Analyst · doi:10.1039/c4an02345e · Cited by 20 · see citing works
Self-citationSato, K., Sato, K., Ōkubo, A., & Yamazaki, S. (2005) · Analytical Sciences · doi:10.2116/analsci.21.21 · Cited by 19 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Stolz, A., Jooß, K., Höcker, O., Römer, J., Schlecht, J., & Neusüß, C. (2019) · ELECTROPHORESIS · doi:10.1002/elps.201800331 · Cited by 214 · see citing works
Capillary Electrophoresis Separations of Glycans
Lu, G., Crihfield, C. L., Gattu, S., Veltri, L. M., & Holland, L. A. (2018) · Chemical Reviews · doi:10.1021/acs.chemrev.7b00669 · Cited by 174 · see citing works
Advances in capillary electrophoresis for the life sciences
Toraño, J. S., Ramautar, R., & de Jong, G. J. (2019) · Journal of Chromatography B · doi:10.1016/j.jchromb.2019.04.020 · Cited by 125 · see citing works
Khatri, K., Klein, J., Haserick, J. R., Leon, D. R., Costello, C. E., McComb, M. E., & Zaia, J. (2017) · Analytical Chemistry · doi:10.1021/acs.analchem.7b00875 · Cited by 119 · 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
High-Throughput Glycomic Methods
Trbojević‐Akmačić, I., Lageveen‐Kammeijer, G. S. M., Heijs, B., Pribić, T., Deriš, H., Wuhrer, M., & Lauc, G. (2022) · Chemical Reviews · doi:10.1021/acs.chemrev.1c01031 · Cited by 106 · see citing works
Advances in mass spectrometry‐based glycomics
Dong, X., Huang, Y.-F., Cho, B. G., Zhong, J., Gautam, S., Peng, W.-J., Williamson, S. D., Banazadeh, A., Torres-Ulloa, K. Y., & Mechref, Y. (2018) · Electrophoresis · doi:10.1002/elps.201800273 · Cited by 80 · see citing works
Recent Advances in Analytical Approaches for Glycan and Glycopeptide Quantitation
Delafield, D. G., & Li, L. (2020) · Molecular & Cellular Proteomics · doi:10.1074/mcp.r120.002095 · Cited by 87 · see citing works
MS‐based glycomics and glycoproteomics methods enabling isomeric characterization
Peng, W., Reyes, C. D. G., Gautam, S., Yu, A., Cho, B. G., Goli, M., Donohoo, K. B., Mondello, S., Kobeissy, F. H., & Mechref, Y. S. (2021) · Mass Spectrometry Reviews · doi:10.1002/mas.21713 · Cited by 81 · see citing works
Lechner, A., Giorgetti, J., Gahoual, R., Beck, A., Leize‐Wagner, E., & François, Y. (2019) · Journal of Chromatography B · doi:10.1016/j.jchromb.2019.05.014 · Cited by 75 · see citing works
Mass spectrometry for glycan biomarker discovery
Aizpurua‐Olaizola, O., Toraño, J. S., Falcón‐Pérez, J. M., Williams, C., Reichardt, N., & Boons, G. (2018) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2017.12.015 · Cited by 58 · see citing works
de Haan, N., Pučić‐Baković, M., Novokmet, M., Falck, D., Lageveen‐Kammeijer, G. S. M., Razdorov, G., Vučković, F., Trbojević‐Akmačić, I., Gornik, O., Hanić, M., et al. (2022) · Glycobiology · doi:10.1093/glycob/cwac026 · Cited by 54 · see citing works
Serum N-Glycosylation in Parkinson’s Disease: A Novel Approach for Potential Alterations
Váradi, C., Nehéz, K., Hornyák, O., Viskolcz, B., & Bones, J. (2019) · Molecules · doi:10.3390/molecules24122220 · Cited by 53 · see citing works
Self-citationDadouch, M., Ladner, Y., & Perrin, C. (2021) · Separations · doi:10.3390/separations8010004 · Cited by 50 · see citing works
Grünwald‐Gruber, C., Thader, A., Maresch, D., Dalik, T., & Altmann, F. (2017) · Analytical and Bioanalytical Chemistry · doi:10.1007/s00216-017-0235-8 · Cited by 47 · see citing works
NEGATIVE ION MASS SPECTROMETRY FOR THE ANALYSIS OF N‐LINKED GLYCANS
Harvey, D. J. (2020) · Mass Spectrometry Reviews · doi:10.1002/mas.21622 · Cited by 47 · see citing works
Harvey, D. J. (2021) · Mass Spectrometry Reviews · doi:10.1002/mas.21651 · Cited by 33 · see citing works
Qian, Z., Ma, J., Sun, C.-L., Li, Z., Xian, Q., Gong, T., & Xu, B. (2017) · Water Research · doi:10.1016/j.watres.2017.09.060 · Cited by 30 · see citing works
Kobeissy, F. H., Kobaisi, A., Peng, W., Barsa, C., Goli, M., Sibahi, A., Hayek, S. E., Abdelhady, S., Haidar, M. A., Sabra, M., et al. (2022) · Cells · doi:10.3390/cells11030581 · Cited by 28 · see citing works
Labeling strategies for analysis of oligosaccharides and glycans by capillary electrophoresis
Smolkova, D., Čmelík, R., & Lavická, J. (2023) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2023.117068 · Cited by 24 · see citing works
Metabolic deuterium oxide (D2O) labeling in quantitative omics studies: A tutorial review
Kim, J.-H., Seo, S., & Kim, T. (2022) · Analytica Chimica Acta · doi:10.1016/j.aca.2022.340722 · Cited by 21 · see citing works
The Role of Clinical Glyco(proteo)mics in Precision Medicine
van der Burgt, Y. V. D., & Wuhrer, M. (2023) · Molecular & Cellular Proteomics · doi:10.1016/j.mcpro.2023.100565 · Cited by 18 · see citing works
Quantitative glycomics using liquid phase separations coupled to mass spectrometry
Smith, J., Mittermayr, S., Váradi, C., & Bones, J. (2017) · The Analyst · doi:10.1039/c6an02715f · Cited by 19 · see citing works
Self-citationBalcells, C. D., Foguet, C., Tarragó‐Celada, J., de Atauri, P., Marín, S., & Cascante, M. (2019) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2018.12.025 · Cited by 18 · see citing works
Kalmar, J. G., Garrard, K. P., & Muddiman, D. C. (2021) · Journal of Proteome Research · doi:10.1021/acs.jproteome.0c00840 · Cited by 15 · see citing works
Gilardoni, E., & Regazzoni, L. (2022) · Journal of Chromatography Open · doi:10.1016/j.jcoa.2022.100034 · Cited by 9 · see citing works
LC-MS/MS in glycomics and glycoproteomics analyses
Goli, M., Yu, A., Cho, B. G., Gautam, S., Wang, J., Reyes, C. D. G., Jiang, P., Peng, W., & Mechref, Y. S. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-821447-3.00005-6 · Cited by 9 · see citing works
Li, X., Li, Y., Xiao, S., Li, Q., Han, C., Liu, D., Cui, T., Rao, X., Todoroki, K., Yang, G., et al. (2023) · Analytica Chimica Acta · doi:10.1016/j.aca.2023.341269 · Cited by 8 · see citing works
Dojcsák, D., Ilosvai, Á. M., Vanyorek, L., Gilányi, I., Oláh, C., Horváth, L., & Váradi, C. (2022) · International Journal of Molecular Sciences · doi:10.3390/ijms23169095 · Cited by 7 · see citing works
Self-citationKim, J.-H., Yin, D., Lee, J., An, H. J., & Kim, T. (2021) · Analytical Chemistry · doi:10.1021/acs.analchem.1c03157 · Cited by 7 · see citing works
Adams, K. J., Wilson, J. G., Millington, D. S., Moseley, M. A., Colton, C. A., Thompson, J. W., & Gottschalk, W. K. (2021) · Journal of the American Society for Mass Spectrometry · doi:10.1021/jasms.1c00055 · Cited by 7 · see citing works
Capillary electrophoresis-mass spectrometry of carbohydrates and glycoconjugates
do Lago, C. L., Daniel, D., Lopes, F. S., & Cieslarová, Z. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-821447-3.00016-0 · Cited by 4 · see citing works
Szabó, Z., Khan, S. H., Widdowson, P. J., Reusch, D., Viner, R., Carillo, S., Hühmer, A. F. R., & Bones, J. (2019) · Analytica Chimica Acta · doi:10.1016/j.aca.2019.11.055 · Cited by 2 · see citing works
Self-citationShaji, K. K., Horvatovich, P. L., & Lageveen‐Kammeijer, G. S. M. (2026) · The Analyst · doi:10.1039/d6an00304d · Cited by 1 · see citing works
- Authors
- Váradi, C., Mittermayr, S., Millán-Martín, S., & Bones, J.
- Affiliations
- National Institute for Bioprocessing Research and Training (IE)
- Corresponding author
- Bones, Jonathan
- Venue
- Analytical and Bioanalytical Chemistry
- Published
- 2016-09-23
- Volume
- 408
- Issue
- 30
- Pages
- 8691-8700
- ISSN
- 1618-2642 (ISSN-L)
- 1618-2650
- OpenAlex
- W2522571264
- Cited by
- 40
- References
- 37
- Citations by year
- 2026: 1 · 2023: 3 · 2022: 8 · 2021: 8 · 2020: 3 · 2019: 7 · 2018: 6 · 2017: 4
- FWCI
- 2.94
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Analytical and Bioanalytical Chemistry (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Seventh Framework Programme (FP7-PEOPLE-2013-ITN-608381)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Glycosylation and Glycoproteins Research
- Physical Sciences › Chemistry › Spectroscopy › Mass Spectrometry Techniques and Applications
- Physical Sciences › Engineering › Biomedical Engineering › Microfluidic and Capillary Electrophoresis Applications
- Keywords
- glycan analysis, stable isotope labeling, capillary electrophoresis-mass spectrometry, oligosaccharide structural analysis, monoclonal antibodies, biomarker discovery
- MeSH terms
- Antibodies, Monoclonal, Carbohydrate Sequence, Carbon Isotopes, Glycoproteins, Hydrogen-Ion Concentration, Isotope Labeling, Oligosaccharides, Mass Spectrometry, Electrophoresis, Capillary, ortho-Aminobenzoates
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