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Rahimian R, Perlman K, Fakhfouri G, Mpai R, Richard VR, Hercher C, Penney L, Davoli MA, Nagy C, Zahedi RP, Borchers CH, Giros B, Turecki G, Mechawar N. Proteomic evidence of depression-associated astrocytic dysfunction in the human male olfactory bulb. Brain Behav Immun 2024; 122:110-121. [PMID: 39128570 DOI: 10.1016/j.bbi.2024.08.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 07/24/2024] [Accepted: 08/08/2024] [Indexed: 08/13/2024] Open
Abstract
The olfactory bulb (OB), a major structure of the limbic system, has been understudied in human investigations of psychopathologies such as depression. To explore more directly the molecular features of the OB in depression, a global comparative proteome analysis was carried out with human post-mortem OB samples from 11 males having suffered from depression and 12 healthy controls. We identified 188 differentially abundant proteins (with adjusted p < 0.05) between depressed cases and controls. Gene ontology and gene enrichment analyses suggested that these proteins are involved in biological processes including the complement and coagulation cascades. Cell type enrichment analysis displayed a significant reduction in several canonical astrocytic proteins in OBs from depressed patients. Furthermore, using RNA-fluorescence in-situ hybridization, we observed a decrease in the percentage of ALDH1L1+ cells expressing canonical astrocytic markers including ALDOC, NFIA, GJA1 (connexin 43) and SLC1A3 (EAAT1). These results are consistent with previous reports of downregulated astrocytic marker expression in other brain regions in depressed patients. We also conducted a comparative phosphoproteomic analysis of OB samples and found a dysregulation of proteins involved in neuronal and astrocytic functions. To determine whether OB astrocytic abnormalities is specific to humans, we also performed proteomics on the OB of socially defeated male mice, a commonly used model of depression. Cell-type specific analysis revealed that in socially defeated animals, the most striking OB protein alterations were associated with oligodendrocyte-lineage cells rather than with astrocytes, highlighting an important species difference. Overall, this study further highlights cerebral astrocytic abnormalities as a consistent feature of depression in humans.
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Affiliation(s)
- Reza Rahimian
- McGill Group for Suicide Studies, Douglas Mental Health University Institute, Verdun, QC, Canada; Department of Psychiatry, McGill University, Montreal, QC, Canada
| | - Kelly Perlman
- McGill Group for Suicide Studies, Douglas Mental Health University Institute, Verdun, QC, Canada; Integrated Program in Neuroscience, McGill University, Montreal, QC, Canada
| | - Gohar Fakhfouri
- Department of Psychiatry, Douglas Hospital, McGill University, Montreal, QC, Canada
| | - Refilwe Mpai
- McGill Group for Suicide Studies, Douglas Mental Health University Institute, Verdun, QC, Canada; Integrated Program in Neuroscience, McGill University, Montreal, QC, Canada
| | - Vincent R Richard
- Segal Cancer Proteomics Centre, Lady Davis Institute for Medical Research, Jewish General Hospital, McGill University, Montréal, QC, Canada
| | - Christa Hercher
- McGill Group for Suicide Studies, Douglas Mental Health University Institute, Verdun, QC, Canada; Integrated Program in Neuroscience, McGill University, Montreal, QC, Canada
| | - Lucy Penney
- Department of Psychiatry, Douglas Hospital, McGill University, Montreal, QC, Canada
| | - Maria Antonietta Davoli
- McGill Group for Suicide Studies, Douglas Mental Health University Institute, Verdun, QC, Canada; Department of Psychiatry, McGill University, Montreal, QC, Canada
| | - Corina Nagy
- McGill Group for Suicide Studies, Douglas Mental Health University Institute, Verdun, QC, Canada; Department of Psychiatry, McGill University, Montreal, QC, Canada; Integrated Program in Neuroscience, McGill University, Montreal, QC, Canada
| | - René P Zahedi
- Department of Internal Medicine, University of Manitoba, Winnipeg, MB, Canada; Manitoba Centre for Proteomics and Systems Biology, University of Manitoba, Winnipeg, MB, Canada; Department of Biochemistry and Medical Genetics, University of Manitoba, Winnipeg, MB, Canada; CancerCare Manitoba Research Institute, Winnipeg, MB, Canada
| | - Christoph H Borchers
- Segal Cancer Proteomics Centre, Lady Davis Institute for Medical Research, Jewish General Hospital, McGill University, Montréal, QC, Canada; Gerald Bronfman Department of Oncology, McGill University, Montréal, Québec, Canada; Department of Pathology, McGill University, Montréal, QC, Canada; Department of Experimental Medicine, McGill University, Montreal, QC, Canada
| | - Bruno Giros
- Department of Psychiatry, Douglas Hospital, McGill University, Montreal, QC, Canada
| | - Gustavo Turecki
- McGill Group for Suicide Studies, Douglas Mental Health University Institute, Verdun, QC, Canada; Department of Psychiatry, McGill University, Montreal, QC, Canada; Integrated Program in Neuroscience, McGill University, Montreal, QC, Canada
| | - Naguib Mechawar
- McGill Group for Suicide Studies, Douglas Mental Health University Institute, Verdun, QC, Canada; Department of Psychiatry, McGill University, Montreal, QC, Canada; Integrated Program in Neuroscience, McGill University, Montreal, QC, Canada.
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Jiang X, Yeung D, Liu Y, Spicer V, Afshari H, Lao Y, Lin F, Krokhin O, Zahedi RP. Accelerating Proteomics Using Broad Specificity Proteases. J Proteome Res 2024; 23:1360-1369. [PMID: 38457694 DOI: 10.1021/acs.jproteome.3c00852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/10/2024]
Abstract
Trypsin is the gold-standard protease in bottom-up proteomics, but many sequence stretches of the proteome are inaccessible to trypsin and standard LC-MS approaches. Thus, multienzyme strategies are used to maximize sequence coverage in post-translational modification profiling. We present fast and robust SP3- and STRAP-based protocols for the broad-specificity proteases subtilisin, proteinase K, and thermolysin. All three enzymes are remarkably fast, producing near-complete digests in 1-5 min, and cost 200-1000× less than proteomics-grade trypsin. Using FragPipe resolved a major challenge by drastically reducing the duration of the required "unspecific" searches. In-depth analyses of proteinase K, subtilisin, and thermolysin Jurkat digests identified 7374, 8178, and 8753 unique proteins with average sequence coverages of 21, 29, and 37%, including 10,000s of amino acids not reported in PeptideAtlas' >2400 experiments. While we could not identify distinct cleavage patterns, machine learning could distinguish true protease products from random cleavages, potentially enabling the prediction of cleavage products. Finally, proteinase K, subtilisin, and thermolysin enabled label-free quantitation of 3111, 3659, and 4196 unique Jurkat proteins, which in our hands is comparable to trypsin. Our data demonstrate that broad-specificity proteases enable quantitative proteomics of uncharted areas of the proteome. Their fast kinetics may allow "on-the-fly" digestion of samples in the future.
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Affiliation(s)
- Xuehui Jiang
- Manitoba Centre for Proteomics and Systems Biology, Health Science Centre, Winnipeg, Manitoba R3E 3P4, Canada
| | - Darien Yeung
- Manitoba Centre for Proteomics and Systems Biology, Health Science Centre, Winnipeg, Manitoba R3E 3P4, Canada
- Department of Biochemistry and Medical Genetics, University of Manitoba, Winnipeg, Manitoba R3E 0J9, Canada
| | - Yang Liu
- Department of Physics and Astronomy, University of Manitoba, Winnipeg, Manitoba R3T 2N2, Canada
| | - Victor Spicer
- Manitoba Centre for Proteomics and Systems Biology, Health Science Centre, Winnipeg, Manitoba R3E 3P4, Canada
| | - Havva Afshari
- Manitoba Centre for Proteomics and Systems Biology, Health Science Centre, Winnipeg, Manitoba R3E 3P4, Canada
- Department of Biochemistry and Medical Genetics, University of Manitoba, Winnipeg, Manitoba R3E 0J9, Canada
| | - Ying Lao
- Manitoba Centre for Proteomics and Systems Biology, Health Science Centre, Winnipeg, Manitoba R3E 3P4, Canada
| | - Francis Lin
- Department of Physics and Astronomy, University of Manitoba, Winnipeg, Manitoba R3T 2N2, Canada
| | - Oleg Krokhin
- Manitoba Centre for Proteomics and Systems Biology, Health Science Centre, Winnipeg, Manitoba R3E 3P4, Canada
- Department of Biochemistry and Medical Genetics, University of Manitoba, Winnipeg, Manitoba R3E 0J9, Canada
- Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba R3A 1R9, Canada
| | - René P Zahedi
- Manitoba Centre for Proteomics and Systems Biology, Health Science Centre, Winnipeg, Manitoba R3E 3P4, Canada
- Department of Biochemistry and Medical Genetics, University of Manitoba, Winnipeg, Manitoba R3E 0J9, Canada
- Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba R3A 1R9, Canada
- Paul Albrechtsen Research Institute, Cancer Care Manitoba, Winnipeg, Manitoba R3E 0 V9, Canada
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Korovesis D, Gaspar VP, Beard HA, Chen S, Zahédi RP, Verhelst SHL. Mapping Peptide-Protein Interactions by Amine-Reactive Cleavable Photoaffinity Reagents. ACS OMEGA 2023; 8:25487-25495. [PMID: 37483247 PMCID: PMC10357517 DOI: 10.1021/acsomega.3c03064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 06/21/2023] [Indexed: 07/25/2023]
Abstract
Photoaffinity labeling followed by tandem mass spectrometry is an often used strategy to identify protein targets of small-molecule drugs or drug candidates, which, under ideal conditions, enables the identification of the actual drug binding site. In the case of bioactive peptides, however, identifying the distinct binding site is hampered because of complex fragmentation patterns during tandem mass spectrometry. We here report the development and use of small cleavable photoaffinity reagents that allow functionalization of bioactive peptides for light-induced covalent binding to their protein targets. Upon cleavage of the covalently linked peptide drug, a chemical remnant of a defined mass remains on the bound amino acid, which is then used to unambiguously identify the drug binding site. Applying our approach to known peptide-drug/protein pairs with reported crystal structures, such as the calmodulin-melittin interaction, we were able to validate the identified binding sites based on structural models. Overall, our cleavable photoaffinity labeling strategy represents a powerful tool to enable the identification of protein targets and specific binding sites of a wide variety of bioactive peptides in the future.
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Affiliation(s)
- Dimitris Korovesis
- Laboratory
of Chemical Biology, Department of Cellular and Molecular Medicine, KU Leuven−University of Leuven, Herestraat 49 Box 802, Leuven 3000, Belgium
| | - Vanessa P. Gaspar
- Segal
Cancer Proteomics Centre, Lady Davis Institute
for Medical Research and McGill University, Montreal, Quebec H3T 1E2, Canada
- Gerald
Bronfman Department of Oncology, McGill
University, Montreal, Quebec H4A 3T2, Canada
| | - Hester A. Beard
- Laboratory
of Chemical Biology, Department of Cellular and Molecular Medicine, KU Leuven−University of Leuven, Herestraat 49 Box 802, Leuven 3000, Belgium
| | - Suyuan Chen
- AG
Chemical Proteomics, Leibniz Institute for Analytical Sciences ISAS,
e.V., Otto-Hahn-Str. 6b, Dortmund 44227, Germany
| | - René P. Zahédi
- Segal
Cancer Proteomics Centre, Lady Davis Institute
for Medical Research and McGill University, Montreal, Quebec H3T 1E2, Canada
- Manitoba
Centre for Proteomics and Systems Biology, Winnipeg, Manitoba R3E 3P4, Canada
- Department
of Internal Medicine, University of Manitoba, Winnipeg, Manitoba R3E 0Z2, Canada
- Department
of Biochemistry and Medical Genetics, University
of Manitoba, Winnipeg, Manitoba R3E 3N4, Canada
- Cancer
Care Manitoba Research Institute, Winnipeg, Manitoba R3E
0V9, Canada
| | - Steven H. L. Verhelst
- Laboratory
of Chemical Biology, Department of Cellular and Molecular Medicine, KU Leuven−University of Leuven, Herestraat 49 Box 802, Leuven 3000, Belgium
- AG
Chemical Proteomics, Leibniz Institute for Analytical Sciences ISAS,
e.V., Otto-Hahn-Str. 6b, Dortmund 44227, Germany
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4
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Jiang X, Lao Y, Spicer V, Zahedi RP. Improved Coverage of the N-Terminome by Combining ChaFRADIC with Alternative Proteases. Methods Mol Biol 2023; 2718:99-110. [PMID: 37665456 DOI: 10.1007/978-1-0716-3457-8_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
Many proteolytic cleavage events cannot be covered with conventional trypsin-based N-terminomics workflows. These typically involve the derivatization of protein N-termini and Lys residues as an initial step, such that trypsin will cleave C-terminal of arginine but not lysine residues (ArgC-like cleavage). From 20,422 reviewed human protein sequences in Uniprot, 3597 have known N-terminal signal peptides. An in silico ArgC-like digestion of the corresponding 3597 mature protein sequences reveals that-even for these well-known and well-studied proteolytic events-trypsin-based N-terminomics workflows may miss up to 50% of signaling cleavage events as the corresponding neo-N-terminal peptides will have an unfavorable length of <7 (875 peptides) or >30 (911 peptides) amino acids. In this chapter, we provide a protocol that can be applied to all kinds of samples to improve access to this "inaccessible" N-terminome, by making use of the alternative, broad-specificity protease subtilisin for fast and reproducible digestion of proteins.
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Affiliation(s)
- Xuehui Jiang
- Manitoba Centre for Proteomics and Systems Biology, Winnipeg, MB, Canada
| | - Ying Lao
- Manitoba Centre for Proteomics and Systems Biology, Winnipeg, MB, Canada
| | - Victor Spicer
- Manitoba Centre for Proteomics and Systems Biology, Winnipeg, MB, Canada
| | - René P Zahedi
- Manitoba Centre for Proteomics and Systems Biology, Winnipeg, MB, Canada.
- Department of Internal Medicine, University of Manitoba, Winnipeg, MB, Canada.
- Department of Biochemistry and Medical Genetics, University of Manitoba, Winnipeg, MB, Canada.
- CancerCare Manitoba Research Institute, Winnipeg, MB, Canada.
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Ahrens CH, Wade JT, Champion MM, Langer JD. A Practical Guide to Small Protein Discovery and Characterization Using Mass Spectrometry. J Bacteriol 2022; 204:e0035321. [PMID: 34748388 PMCID: PMC8765459 DOI: 10.1128/jb.00353-21] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Small proteins of up to ∼50 amino acids are an abundant class of biomolecules across all domains of life. Yet due to the challenges inherent in their size, they are often missed in genome annotations, and are difficult to identify and characterize using standard experimental approaches. Consequently, we still know few small proteins even in well-studied prokaryotic model organisms. Mass spectrometry (MS) has great potential for the discovery, validation, and functional characterization of small proteins. However, standard MS approaches are poorly suited to the identification of both known and novel small proteins due to limitations at each step of a typical proteomics workflow, i.e., sample preparation, protease digestion, liquid chromatography, MS data acquisition, and data analysis. Here, we outline the major MS-based workflows and bioinformatic pipelines used for small protein discovery and validation. Special emphasis is placed on highlighting the adjustments required to improve detection and data quality for small proteins. We discuss both the unbiased detection of small proteins and the targeted analysis of small proteins of interest. Finally, we provide guidelines to prioritize novel small proteins, and an outlook on methods with particular potential to further improve comprehensive discovery and characterization of small proteins.
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Affiliation(s)
- Christian H. Ahrens
- Agroscope, Method Development and Analytics & SIB Swiss Institute of Bioinformatics, Wädenswil, Switzerland
| | - Joseph T. Wade
- Wadsworth Center, New York State Department of Health, Albany, New York, USA
- Department of Biomedical Sciences, School of Public Health, University at Albany, Albany, New York, USA
| | - Matthew M. Champion
- Department of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, Indiana, USA
| | - Julian D. Langer
- Mass Spectrometry and Proteomics, Max Planck Institute of Biophysics, Frankfurt am Main, Germany
- Proteomics, Max Planck Institute for Brain Research, Frankfurt am Main, Germany
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6
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Low TY, Mohtar MA, Lee PY, Omar N, Zhou H, Ye M. WIDENING THE BOTTLENECK OF PHOSPHOPROTEOMICS: EVOLVING STRATEGIES FOR PHOSPHOPEPTIDE ENRICHMENT. MASS SPECTROMETRY REVIEWS 2021; 40:309-333. [PMID: 32491218 DOI: 10.1002/mas.21636] [Citation(s) in RCA: 55] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Revised: 05/11/2020] [Accepted: 05/12/2020] [Indexed: 06/11/2023]
Abstract
Phosphorylation is a form of protein posttranslational modification (PTM) that regulates many biological processes. Whereas phosphoproteomics is a scientific discipline that identifies and quantifies the phosphorylated proteome using mass spectrometry (MS). This task is extremely challenging as ~30% of the human proteome is phosphorylated; and each phosphoprotein may exist as multiple phospho-isoforms that are present in low abundance and stoichiometry. Hence, phosphopeptide enrichment techniques are indispensable to (phospho)proteomics laboratories. These enrichment methods encompass widely-adopted techniques such as (i) affinity-based chromatography; (ii) ion exchange and mixed-mode chromatography (iii) enrichment with phospho-specific antibodies and protein domains, and (iv) functionalized polymers and other less common but emerging technologies such as hydroxyapatite chromatography and precipitation with inorganic ions. Here, we review these techniques, their history, continuous development and evaluation. Besides, we outline associating challenges of phosphoproteomics that are linked to experimental design, sample preparation, and proteolytic digestion. In addition, we also discuss about the future outlooks in phosphoproteomics, focusing on elucidating the noncanonical phosphoproteome and deciphering the "dark phosphoproteome". © 2020 John Wiley & Sons Ltd.
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Affiliation(s)
- Teck Yew Low
- UKM Medical Molecular Biology Institute (UMBI), Universiti Kebangsaan Malaysia, 56000, Kuala Lumpur, Malaysia
| | - M Aiman Mohtar
- UKM Medical Molecular Biology Institute (UMBI), Universiti Kebangsaan Malaysia, 56000, Kuala Lumpur, Malaysia
| | - Pey Yee Lee
- UKM Medical Molecular Biology Institute (UMBI), Universiti Kebangsaan Malaysia, 56000, Kuala Lumpur, Malaysia
| | - Nursyazwani Omar
- UKM Medical Molecular Biology Institute (UMBI), Universiti Kebangsaan Malaysia, 56000, Kuala Lumpur, Malaysia
| | - Houjiang Zhou
- Medical Research Council (MRC) Protein Phosphorylation and Ubiquitylation Unit, School of Life Sciences, University of Dundee, Dow Street, Dundee, DD1 5EH, United Kingdom
| | - Mingliang Ye
- CAS Key Laboratory of Separation Sciences for Analytical Chemistry, National Chromatographic R&A Centre, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, China
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Label-Free Quantitative Phosphoproteomics of the Fission Yeast Schizosaccharomyces pombe Using Strong Anion Exchange- and Porous Graphitic Carbon-Based Fractionation Strategies. Int J Mol Sci 2021; 22:ijms22041747. [PMID: 33572424 PMCID: PMC7916215 DOI: 10.3390/ijms22041747] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 02/03/2021] [Accepted: 02/05/2021] [Indexed: 12/26/2022] Open
Abstract
The phosphorylation of proteins modulates various functions of proteins and plays an important role in the regulation of cell signaling. In recent years, label-free quantitative (LFQ) phosphoproteomics has become a powerful tool to analyze the phosphorylation of proteins within complex samples. Despite the great progress, the studies of protein phosphorylation are still limited in throughput, robustness, and reproducibility, hampering analyses that involve multiple perturbations, such as those needed to follow the dynamics of phosphoproteomes. To address these challenges, we introduce here the LFQ phosphoproteomics workflow that is based on Fe-IMAC phosphopeptide enrichment followed by strong anion exchange (SAX) and porous graphitic carbon (PGC) fractionation strategies. We applied this workflow to analyze the whole-cell phosphoproteome of the fission yeast Schizosaccharomyces pombe. Using this strategy, we identified 8353 phosphosites from which 1274 were newly identified. This provides a significant addition to the S. pombe phosphoproteome. The results of our study highlight that combining of PGC and SAX fractionation strategies substantially increases the robustness and specificity of LFQ phosphoproteomics. Overall, the presented LFQ phosphoproteomics workflow opens the door for studies that would get better insight into the complexity of the protein kinase functions of the fission yeast S. pombe.
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Soh WT, Demir F, Dall E, Perrar A, Dahms SO, Kuppusamy M, Brandstetter H, Huesgen PF. ExteNDing Proteome Coverage with Legumain as a Highly Specific Digestion Protease. Anal Chem 2020; 92:2961-2971. [PMID: 31951383 PMCID: PMC7075662 DOI: 10.1021/acs.analchem.9b03604] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
![]()
Bottom-up
mass spectrometry-based proteomics utilizes proteolytic
enzymes with well characterized specificities to generate peptides
amenable for identification by high-throughput tandem mass spectrometry.
Trypsin, which cuts specifically after the basic residues lysine and
arginine, is the predominant enzyme used for proteome digestion, although
proteases with alternative specificities are required to detect sequences
that are not accessible after tryptic digest. Here, we show that the
human cysteine protease legumain exhibits a strict substrate specificity
for cleavage after asparagine and aspartic acid residues during in-solution
digestions of proteomes extracted from Escherichia
coli, mouse embryonic fibroblast cell cultures, and Arabidopsis thaliana leaves. Generating peptides
highly complementary in sequence, yet similar in their biophysical
properties, legumain (as compared to trypsin or GluC) enabled complementary
proteome and protein sequence coverage. Importantly, legumain further
enabled the identification and enrichment of protein N-termini not
accessible in GluC- or trypsin-digested samples. Legumain cannot cleave
after glycosylated Asn residues, which enabled the robust identification
and orthogonal validation of N-glycosylation sites based on alternating
sequential sample treatments with legumain and PNGaseF and vice versa.
Taken together, we demonstrate that legumain is a practical, efficient
protease for extending the proteome and sequence coverage achieved
with trypsin, with unique possibilities for the characterization of
post-translational modification sites.
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Affiliation(s)
- Wai Tuck Soh
- Department of Biosciences , University of Salzburg , 5020 Salzburg , Austria
| | - Fatih Demir
- Central Institute for Engineering, Electronics and Analytics, ZEA-3 , Forschungszentrum Jülich , 52428 Jülich , Germany
| | - Elfriede Dall
- Department of Biosciences , University of Salzburg , 5020 Salzburg , Austria
| | - Andreas Perrar
- Central Institute for Engineering, Electronics and Analytics, ZEA-3 , Forschungszentrum Jülich , 52428 Jülich , Germany
| | - Sven O Dahms
- Department of Biosciences , University of Salzburg , 5020 Salzburg , Austria
| | - Maithreyan Kuppusamy
- Central Institute for Engineering, Electronics and Analytics, ZEA-3 , Forschungszentrum Jülich , 52428 Jülich , Germany
| | - Hans Brandstetter
- Department of Biosciences , University of Salzburg , 5020 Salzburg , Austria
| | - Pitter F Huesgen
- Central Institute for Engineering, Electronics and Analytics, ZEA-3 , Forschungszentrum Jülich , 52428 Jülich , Germany.,Cologne Excellence Cluster on Cellular Stress Responses in Aging Associated Diseases, Medical Faculty and University Hospital , University of Cologne , 50931 Cologne , Germany.,Institute for Biochemistry, Faculty of Mathematics and Natural Sciences , University of Cologne , 50674 Cologne , Germany
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Sobsey CA, Ibrahim S, Richard VR, Gaspar V, Mitsa G, Lacasse V, Zahedi RP, Batist G, Borchers CH. Targeted and Untargeted Proteomics Approaches in Biomarker Development. Proteomics 2020; 20:e1900029. [DOI: 10.1002/pmic.201900029] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Revised: 10/10/2019] [Indexed: 01/24/2023]
Affiliation(s)
- Constance A. Sobsey
- Segal Cancer Proteomics CentreLady Davis InstituteJewish General HospitalMcGill University Montreal Quebec H3T 1E2 Canada
| | - Sahar Ibrahim
- Segal Cancer Proteomics CentreLady Davis InstituteJewish General HospitalMcGill University Montreal Quebec H3T 1E2 Canada
| | - Vincent R. Richard
- Segal Cancer Proteomics CentreLady Davis InstituteJewish General HospitalMcGill University Montreal Quebec H3T 1E2 Canada
| | - Vanessa Gaspar
- Segal Cancer Proteomics CentreLady Davis InstituteJewish General HospitalMcGill University Montreal Quebec H3T 1E2 Canada
| | - Georgia Mitsa
- Segal Cancer Proteomics CentreLady Davis InstituteJewish General HospitalMcGill University Montreal Quebec H3T 1E2 Canada
| | - Vincent Lacasse
- Segal Cancer Proteomics CentreLady Davis InstituteJewish General HospitalMcGill University Montreal Quebec H3T 1E2 Canada
| | - René P. Zahedi
- Segal Cancer Proteomics CentreLady Davis InstituteJewish General HospitalMcGill University Montreal Quebec H3T 1E2 Canada
| | - Gerald Batist
- Gerald Bronfman Department of OncologyJewish General HospitalMcGill University Montreal Quebec H4A 3T2 Canada
| | - Christoph H. Borchers
- Segal Cancer Proteomics CentreLady Davis InstituteJewish General HospitalMcGill University Montreal Quebec H3T 1E2 Canada
- Gerald Bronfman Department of OncologyJewish General HospitalMcGill University Montreal Quebec H4A 3T2 Canada
- Department of Data Intensive Science and EngineeringSkolkovo Institute of Science and TechnologySkolkovo Innovation Center Moscow 143026 Russia
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Proteogenomics of Colorectal Cancer Liver Metastases: Complementing Precision Oncology with Phenotypic Data. Cancers (Basel) 2019; 11:cancers11121907. [PMID: 31805664 PMCID: PMC6966481 DOI: 10.3390/cancers11121907] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Revised: 11/22/2019] [Accepted: 11/26/2019] [Indexed: 12/17/2022] Open
Abstract
Hotspot testing for activating KRAS mutations is used in precision oncology to select colorectal cancer (CRC) patients who are eligible for anti-EGFR treatment. However, even for KRASwildtype tumors anti-EGFR response rates are <30%, while mutated-KRAS does not entirely rule out response, indicating the need for improved patient stratification. We performed proteogenomic phenotyping of KRASwildtype and KRASG12V CRC liver metastases (mCRC). Among >9000 proteins we detected considerable expression changes including numerous proteins involved in progression and resistance in CRC. We identified peptides representing a number of predicted somatic mutations, including KRASG12V. For eight of these, we developed a multiplexed parallel reaction monitoring (PRM) mass spectrometry assay to precisely quantify the mutated and canonical protein variants. This allowed phenotyping of eight mCRC tumors and six paired healthy tissues, by determining mutation rates on the protein level. Total KRAS expression varied between tumors (0.47–1.01 fmol/µg total protein) and healthy tissues (0.13–0.64 fmol/µg). In KRASG12V-mCRC, G12V-mutation levels were 42–100%, while one patient had only 10% KRASG12V but 90% KRASwildtype. This might represent a missed therapeutic opportunity: based on hotspot sequencing, the patient was excluded from anti-EGFR treatment and instead received chemotherapy, while PRM-based tumor-phenotyping indicates the patient might have benefitted from anti-EGFR therapy.
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Schräder CU, Moore S, Goodarzi AA, Schriemer DC. Lysine Propionylation To Boost Sequence Coverage and Enable a “Silent SILAC” Strategy for Relative Protein Quantification. Anal Chem 2018; 90:9077-9084. [DOI: 10.1021/acs.analchem.8b01403] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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12
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Pett C, Nasir W, Sihlbom C, Olsson BM, Caixeta V, Schorlemer M, Zahedi RP, Larson G, Nilsson J, Westerlind U. Effective Assignment of α2,3/α2,6-Sialic Acid Isomers by LC-MS/MS-Based Glycoproteomics. Angew Chem Int Ed Engl 2018; 57:9320-9324. [PMID: 29742324 DOI: 10.1002/anie.201803540] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Revised: 05/08/2018] [Indexed: 11/07/2022]
Abstract
Distinct structural changes of the α2,3/α2,6-sialic acid glycosidic linkages on glycoproteins are of importance in cancer biology, inflammatory diseases, and virus tropism. Current glycoproteomic methodologies are, however, not amenable toward high-throughput characterization of sialic acid isomers. To enable such assignments, a mass spectrometry method utilizing synthetic model glycopeptides for the analysis of oxonium ion intensity ratios was developed. This method was successfully applied in large-scale glycoproteomics, thus allowing the site-specific structural characterization of sialic acid isomers.
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Affiliation(s)
- Christian Pett
- Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V., 44227, Dortmund, Germany.,Department of Chemistry, Umeå University, 90187, Umeå, Sweden
| | - Waqas Nasir
- Department of Clinical Chemistry and Transfusion Medicine, Institute of Biomedicine, University of Gothenburg, Gothenburg, Sweden.,Thermo Fischer Scientific, Bremen, Germany
| | - Carina Sihlbom
- Proteomics Core Facility, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Britt-Marie Olsson
- Proteomics Core Facility, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Vanessa Caixeta
- Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V., 44227, Dortmund, Germany
| | - Manuel Schorlemer
- Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V., 44227, Dortmund, Germany.,Department of Chemistry, Umeå University, 90187, Umeå, Sweden
| | - René P Zahedi
- Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V., 44227, Dortmund, Germany.,Segal Cancer Proteomics Centre, Lady Davis Institute, Jewish General Hospital, McGill University, Montreal, Quebec, Canada
| | - Göran Larson
- Department of Clinical Chemistry and Transfusion Medicine, Institute of Biomedicine, University of Gothenburg, Gothenburg, Sweden
| | - Jonas Nilsson
- Department of Clinical Chemistry and Transfusion Medicine, Institute of Biomedicine, University of Gothenburg, Gothenburg, Sweden
| | - Ulrika Westerlind
- Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V., 44227, Dortmund, Germany.,Department of Chemistry, Umeå University, 90187, Umeå, Sweden
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Pett C, Nasir W, Sihlbom C, Olsson BM, Caixeta V, Schorlemer M, Zahedi RP, Larson G, Nilsson J, Westerlind U. Effective Assignment of α2,3/α2,6-Sialic Acid Isomers by LC-MS/MS-Based Glycoproteomics. Angew Chem Int Ed Engl 2018. [DOI: 10.1002/ange.201803540] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Affiliation(s)
- Christian Pett
- Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V.; 44227 Dortmund Germany
- Department of Chemistry; Umeå University; 90187 Umeå Sweden
| | - Waqas Nasir
- Department of Clinical Chemistry and Transfusion Medicine, Institute of Biomedicine; University of Gothenburg; Gothenburg Sweden
- Thermo Fischer Scientific; Bremen Germany
| | - Carina Sihlbom
- Proteomics Core Facility, Sahlgrenska Academy; University of Gothenburg; Gothenburg Sweden
| | - Britt-Marie Olsson
- Proteomics Core Facility, Sahlgrenska Academy; University of Gothenburg; Gothenburg Sweden
| | - Vanessa Caixeta
- Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V.; 44227 Dortmund Germany
| | - Manuel Schorlemer
- Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V.; 44227 Dortmund Germany
- Department of Chemistry; Umeå University; 90187 Umeå Sweden
| | - René P. Zahedi
- Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V.; 44227 Dortmund Germany
- Segal Cancer Proteomics Centre, Lady Davis Institute; Jewish General Hospital; McGill University; Montreal Quebec Canada
| | - Göran Larson
- Department of Clinical Chemistry and Transfusion Medicine, Institute of Biomedicine; University of Gothenburg; Gothenburg Sweden
| | - Jonas Nilsson
- Department of Clinical Chemistry and Transfusion Medicine, Institute of Biomedicine; University of Gothenburg; Gothenburg Sweden
| | - Ulrika Westerlind
- Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V.; 44227 Dortmund Germany
- Department of Chemistry; Umeå University; 90187 Umeå Sweden
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