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Demir F, Kizhakkedathu JN, Rinschen MM, Huesgen PF. MANTI: Automated Annotation of Protein N-Termini for Rapid Interpretation of N-Terminome Data Sets. Anal Chem 2021; 93:5596-5605. [PMID: 33729755 PMCID: PMC8027985 DOI: 10.1021/acs.analchem.1c00310] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Accepted: 03/04/2021] [Indexed: 12/23/2022]
Abstract
Site-specific proteolytic processing is an important, irreversible post-translational protein modification with implications in many diseases. Enrichment of protein N-terminal peptides followed by mass spectrometry-based identification and quantification enables proteome-wide characterization of proteolytic processes and protease substrates but is challenged by the lack of specific annotation tools. A common problem is, for example, ambiguous matches of identified peptides to multiple protein entries in the databases used for identification. We developed MaxQuant Advanced N-termini Interpreter (MANTI), a standalone Perl software with an optional graphical user interface that validates and annotates N-terminal peptides identified by database searches with the popular MaxQuant software package by integrating information from multiple data sources. MANTI utilizes diverse annotation information in a multistep decision process to assign a conservative preferred protein entry for each N-terminal peptide, enabling automated classification according to the likely origin and determines significant changes in N-terminal peptide abundance. Auxiliary R scripts included in the software package summarize and visualize key aspects of the data. To showcase the utility of MANTI, we generated two large-scale TAILS N-terminome data sets from two different animal models of chemically and genetically induced kidney disease, puromycin adenonucleoside-treated rats (PAN), and heterozygous Wilms Tumor protein 1 mice (WT1). MANTI enabled rapid validation and autonomous annotation of >10 000 identified terminal peptides, revealing novel proteolytic proteoforms in 905 and 644 proteins, respectively. Quantitative analysis indicated that proteolytic activities with similar sequence specificity are involved in the pathogenesis of kidney injury and proteinuria in both models, whereas coagulation processes and complement activation were specifically induced after chemical injury.
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Affiliation(s)
- Fatih Demir
- Department
of Biomedicine, Aarhus University, Høegh-Guldbergsgade 10, 8000 Aarhus C, Denmark
- Central
Institute for Engineering, Electronics and Analytics, ZEA-3, Forschungszentrum
Jülich GmbH, 52425 Jülich, Germany
| | - Jayachandran N. Kizhakkedathu
- Centre
for Blood Research, Department of Pathology & Laboratory Medicine,
School of Biomedical Engineering, Department of Chemistry, University of British Columbia, 251-2222 Health Sciences Mall, Vancouver V6T 1Z3, British Columbia, Canada
| | - Markus M. Rinschen
- Department
of Biomedicine, Aarhus University, Høegh-Guldbergsgade 10, 8000 Aarhus C, Denmark
- III.
Department of Medicine, University Medical
Center Hamburg-Eppendorf, Martinistraße 52, 20251 Hamburg, Germany
| | - Pitter F. Huesgen
- Central
Institute for Engineering, Electronics and Analytics, ZEA-3, Forschungszentrum
Jülich GmbH, 52425 Jülich, Germany
- Cologne
Excellence Cluster Cellular Stress Response in Aging-Associated Diseases
(CECAD), Medical Faculty and University Hospital, Institute of Biochemistry,
Department of Chemistry, University of Cologne, Joseph-Stelzmann-Str. 26, 50931 Cologne, Germany
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Gomez-Auli A, Hillebrand LE, Christen D, Günther SC, Biniossek ML, Peters C, Schilling O, Reinheckel T. The secreted inhibitor of invasive cell growth CREG1 is negatively regulated by cathepsin proteases. Cell Mol Life Sci 2020; 78:733-755. [PMID: 32385587 PMCID: PMC7873128 DOI: 10.1007/s00018-020-03528-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Revised: 03/31/2020] [Accepted: 04/13/2020] [Indexed: 01/15/2023]
Abstract
Previous clinical and experimental evidence strongly supports a breast cancer-promoting function of the lysosomal protease cathepsin B. However, the cathepsin B-dependent molecular pathways are not completely understood. Here, we studied the cathepsin-mediated secretome changes in the context of the MMTV-PyMT breast cancer mouse model. Employing the cell-conditioned media from tumor-macrophage co-cultures, as well as tumor interstitial fluid obtained by a novel strategy from PyMT mice with differential cathepsin B expression, we identified an important proteolytic and lysosomal signature, highlighting the importance of this organelle and these enzymes in the tumor micro-environment. The Cellular Repressor of E1A Stimulated Genes 1 (CREG1), a secreted endolysosomal glycoprotein, displayed reduced abundance upon over-expression of cathepsin B as well as increased abundance upon cathepsin B deletion or inhibition. Moreover, it was cleaved by cathepsin B in vitro. CREG1 reportedly could act as tumor suppressor. We show that treatment of PyMT tumor cells with recombinant CREG1 reduced proliferation, migration, and invasion; whereas, the opposite was observed with reduced CREG1 expression. This was further validated in vivo by orthotopic transplantation. Our study highlights CREG1 as a key player in tumor–stroma interaction and suggests that cathepsin B sustains malignant cell behavior by reducing the levels of the growth suppressor CREG1 in the tumor microenvironment.
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Affiliation(s)
- Alejandro Gomez-Auli
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, 79104, Freiburg, Germany
| | - Larissa Elisabeth Hillebrand
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, 79104, Freiburg, Germany
| | - Daniel Christen
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, 79104, Freiburg, Germany
| | - Sira Carolin Günther
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, 79104, Freiburg, Germany
| | - Martin Lothar Biniossek
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, 79104, Freiburg, Germany
| | - Christoph Peters
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, 79104, Freiburg, Germany.,German Cancer Research Center (DKFZ) Heidelberg, and German Cancer Consortium (DKTK), Partner Site Freiburg, 79104, Freiburg, Germany.,BIOSS Centre for Biological Signalling Studies, University of Freiburg, 79104, Freiburg, Germany
| | - Oliver Schilling
- Institute of Surgical Pathology, University Medical Center, Faculty of Medicine, University of Freiburg, 79106, Freiburg, Germany.,German Cancer Research Center (DKFZ) Heidelberg, and German Cancer Consortium (DKTK), Partner Site Freiburg, 79104, Freiburg, Germany.,BIOSS Centre for Biological Signalling Studies, University of Freiburg, 79104, Freiburg, Germany
| | - Thomas Reinheckel
- Institute of Molecular Medicine and Cell Research, Faculty of Medicine, University of Freiburg, 79104, Freiburg, Germany. .,German Cancer Research Center (DKFZ) Heidelberg, and German Cancer Consortium (DKTK), Partner Site Freiburg, 79104, Freiburg, Germany. .,BIOSS Centre for Biological Signalling Studies, University of Freiburg, 79104, Freiburg, Germany.
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Shahinian JH, Mayer B, Tholen S, Brehm K, Biniossek ML, Füllgraf H, Kiefer S, Heizmann U, Heilmann C, Rüter F, Grapow M, Reuthebuch OT, Eckstein F, Beyersdorf F, Schilling O, Siepe M. Proteomics highlights decrease of matricellular proteins in left ventricular assist device therapy†. Eur J Cardiothorac Surg 2018; 51:1063-1071. [PMID: 28329269 DOI: 10.1093/ejcts/ezx023] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2016] [Accepted: 01/10/2017] [Indexed: 01/21/2023] Open
Abstract
OBJECTIVES We investigated the impact of mechanical unloading with a left ventricular assist device (LVAD) on the myocardial proteome. METHODS We collected 11 patient-matched samples of myocardial left ventricular tissue of patients with non-ischaemic dilate cardiomyopathy, harvested at time of LVAD implant ('pre-LVAD') and heart transplant ('post-LVAD'). Samples were studied by quantitative proteomics. Further we performed histological assessment of deposited collagens and immune infiltration in both pre- and post-LVAD samples. RESULTS A core set of >1700 proteins was identified and quantified at a false discovery rate <1%. The previously established decrease post-LVAD of alpha-1-antichymotrypsin was corroborated. We noted a post-LVAD decrease of matricellular proteins and proteoglycans such as periostin and versican. Also, proteins of the complement system and precursors of cardiac peptide hormones were decreased post-LVAD. An increase post-LVAD was evident for individual proteins linked to the innate immune response, proteins involved in diverse metabolic pathways, and proteins involved in protein synthesis. Histological analysis did not reveal significant alterations post-LVAD of deposited collagens or immune infiltration. The proteomic data further highlighted a pronounced inter-patient heterogeneity with regards to the impact of LVAD therapy on the left ventricular myocardial proteome. Finally, the proteomic data showed differential proteolytic processing in response to LVAD therapy. CONCLUSIONS Our findings underline a strong impact of LVAD therapy on the left ventricular myocardial proteome. Together with previous studies, protein markers of LVAD therapy such as alpha-1-antichymotrypsin are becoming apparent. Further, matricellular proteins are emerging as important components in response to LVAD therapy.
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Affiliation(s)
| | - Bettina Mayer
- Institute for Molecular Medicine and Cell Research, University of Freiburg, Freiburg, Germany
| | - Stefan Tholen
- Institute for Molecular Medicine and Cell Research, University of Freiburg, Freiburg, Germany
| | - Kerstin Brehm
- Institute of Surgical Pathology, University Medical Center Freiburg, Freiburg, Germany
| | - Martin L Biniossek
- Institute for Molecular Medicine and Cell Research, University of Freiburg, Freiburg, Germany
| | - Hannah Füllgraf
- Institute of Surgical Pathology, University Medical Center Freiburg, Freiburg, Germany
| | - Selina Kiefer
- Institute of Surgical Pathology, University Medical Center Freiburg, Freiburg, Germany
| | - Ulrike Heizmann
- Institute of Surgical Pathology, University Medical Center Freiburg, Freiburg, Germany
| | - Claudia Heilmann
- Institute of Surgical Pathology, University Medical Center Freiburg, Freiburg, Germany
| | - Florian Rüter
- Deparment of Cardiac Surgery, University Hospital Basel, Basel, Switzerland
| | - Martin Grapow
- Deparment of Cardiac Surgery, University Hospital Basel, Basel, Switzerland
| | | | - Friedrich Eckstein
- Deparment of Cardiac Surgery, University Hospital Basel, Basel, Switzerland
| | - Friedhelm Beyersdorf
- Department of Cardiovascular Surgery, Heart Centre Freiburg University, Freiburg, Germany
| | - Oliver Schilling
- Institute for Molecular Medicine and Cell Research, University of Freiburg, Freiburg, Germany.,BIOSS Centre for Biological Signaling Studies, University of Freiburg, Freiburg, Germany
| | - Matthias Siepe
- Department of Cardiovascular Surgery, Heart Centre Freiburg University, Freiburg, Germany
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Johnson N, Březinová J, Stephens E, Burbridge E, Freeman M, Adrain C, Strisovsky K. Quantitative proteomics screen identifies a substrate repertoire of rhomboid protease RHBDL2 in human cells and implicates it in epithelial homeostasis. Sci Rep 2017; 7:7283. [PMID: 28779096 PMCID: PMC5544772 DOI: 10.1038/s41598-017-07556-3] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Accepted: 06/21/2017] [Indexed: 01/01/2023] Open
Abstract
Rhomboids are intramembrane serine proteases conserved in all kingdoms of life. They regulate epidermal growth factor receptor signalling in Drosophila by releasing signalling ligands from their transmembrane tethers. Their functions in mammals are poorly understood, in part because of the lack of endogenous substrates identified thus far. We used a quantitative proteomics approach to investigate the substrate repertoire of rhomboid protease RHBDL2 in human cells. We reveal a range of novel substrates that are specifically cleaved by RHBDL2, including the interleukin-6 receptor (IL6R), cell surface protease inhibitor Spint-1, the collagen receptor tyrosine kinase DDR1, N-Cadherin, CLCP1/DCBLD2, KIRREL, BCAM and others. We further demonstrate that these substrates can be shed by endogenously expressed RHBDL2 and that a subset of them is resistant to shedding by cell surface metalloproteases. The expression profiles and identity of the substrates implicate RHBDL2 in physiological or pathological processes affecting epithelial homeostasis.
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Affiliation(s)
- Nicholas Johnson
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Science, Flemingovo n. 2, Prague, 166 10, Czech Republic
| | - Jana Březinová
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Science, Flemingovo n. 2, Prague, 166 10, Czech Republic.,Department of Biochemistry, Faculty of Science, Charles University, Prague, Czech Republic
| | - Elaine Stephens
- MRC Laboratory of Molecular Biology, Cambridge, CB2 2QH, United Kingdom
| | | | - Matthew Freeman
- MRC Laboratory of Molecular Biology, Cambridge, CB2 2QH, United Kingdom.,Sir William Dunn School of Pathology, Oxford, OX1 3RE, United Kingdom
| | - Colin Adrain
- Instituto Gulbenkian de Ciência, Lisbon, Portugal.
| | - Kvido Strisovsky
- Institute of Organic Chemistry and Biochemistry, Czech Academy of Science, Flemingovo n. 2, Prague, 166 10, Czech Republic.
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