Clin Proteomics. 2019 May 30;16:23. doi: 10.1186/s12014-019-9243-3. eCollection 2019.
Elucidating the endogenous synovial fluid proteome and peptidome of inflammatory arthritis using label-free mass spectrometry.
Clinical proteomics
Shalini M Mahendran, Edward C Keystone, Roman J Krawetz, Kun Liang, Eleftherios P Diamandis, Vinod Chandran
Affiliations
Affiliations
- 1Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON Canada.
- 2Department of Pathology and Laboratory Medicine, Mount Sinai Hospital, Toronto, ON Canada.
- 3Department of Rheumatology, Mount Sinai Hospital, Toronto, ON Canada.
- 4McCaig Institute for Bone and Joint Health, University of Calgary, Calgary, AB Canada.
- 5Department of Surgery, University of Calgary, Calgary, AB Canada.
- 6Department of Anatomy and Cell Biology, University of Calgary, Calgary, AB Canada.
- 7Department of Statistics and Actuarial Science, University of Waterloo, Waterloo, ON Canada.
- 8Department of Clinical Biochemistry, University Health Network, Toronto, ON Canada.
- 9Centre for Prognosis Studies in Rheumatic Diseases, Krembil Research Institute, Toronto Western Hospital, University Health Network, Toronto, ON Canada.
- 10Division of Rheumatology, Department of Medicine, University of Toronto, Toronto, ON Canada.
- 11Institute of Medical Science, University of Toronto, Toronto, ON Canada.
PMID: 31160890
PMCID: PMC6542032 DOI: 10.1186/s12014-019-9243-3
Abstract
BACKGROUND: Inflammatory arthritis (IA) is an immunological disorder in which loss of immune tolerance to endogenous self-antigens perpetuates synovitis and eventual destruction of the underlying cartilage and bone. Pathological changes in the joint are expected to be represented by synovial fluid (SF) proteins and peptides. In the present study, a mass spectrometry-based approach was utilized for the identification of key protein and peptide mediators of IA.
METHODS: Age-matched SF samples from 10 rheumatoid arthritis patients, 10 psoriatic arthritis patients and 10 cadaveric controls were subjected to an integrated proteomic and peptidomic protocol using liquid chromatography tandem mass spectrometry. Significant differentially abundant proteins and peptides were identified between cohorts according to the results of a Mann-Whitney U test coupled to the Benjamini-Hochberg correction for multiple hypothesis testing. Fold change ratios were computed for each protein and peptide according to their log-transformed extracted ion current. Pathway analysis and antimicrobial peptide (AMP) prediction were conducted to clarify the pathophysiological relevance of identified proteins and peptides to IA.
RESULTS: We determined that 144 proteins showed significant differential abundance between the IA and control SF proteomes, of which 11 protein candidates were selected for future follow-up studies. Similar analyses applied to our peptidomic data identified 15 peptide sequences, originating from 4 protein precursors, to have significant differential abundance in IA compared to the control SF peptidome. Pathway enrichment analysis of the IA SF peptidome along with AMP prediction suggests a possible mechanistic role of microbes in eliciting an immune response which drives the development of IA.
CONCLUSIONS: The discovery-phase data generated herein has provided a basis for the identification of candidates with the greatest potential to serve as novel serum biomarkers specific to inflammatory arthritides. Moreover, these findings facilitate the understanding of possible disease mechanisms specific to each subtype.
Keywords: Biomarkers; Inflammatory arthritis; Mass spectrometry; Peptidomics; Proteomics; Psoriatic arthritis; Rheumatoid arthritis; Synovial fluid
Conflict of interest statement
Competing interestsThe authors declare that they have no competing financial interest.
References
- Nucleic Acids Res. 2000 Jan 1;28(1):27-30 - PubMed
- Arthritis Rheum. 2000 Mar;43(3):608-16 - PubMed
- J Immunol. 2000 Nov 1;165(9):5255-61 - PubMed
- J Pathol. 2002 Nov;198(3):369-77 - PubMed
- J Immunol. 2003 Jan 15;170(2):838-45 - PubMed
- Circulation. 2003 Mar 11;107(9):1303-7 - PubMed
- Amino Acids. 2004 Dec;27(3-4):249-59 - PubMed
- Clin Exp Immunol. 1992 May;88(2):313-7 - PubMed
- Arthritis Res Ther. 2006;8(1):R5 - PubMed
- Arthritis Rheum. 2006 Aug;54(8):2665-73 - PubMed
- J Proteome Res. 2006 Sep;5(9):2152-8 - PubMed
- J Proteome Res. 2007 Feb;6(2):828-36 - PubMed
- J Proteome Res. 2007 Nov;6(11):4388-96 - PubMed
- Clin Chem. 2008 Oct;54(10):1608-16 - PubMed
- Nat Biotechnol. 2008 Dec;26(12):1367-72 - PubMed
- J Immunol. 2010 Jan 1;184(1):379-90 - PubMed
- Proteomics Clin Appl. 2007 Aug;1(8):889-99 - PubMed
- Arthritis Rheum. 2011 Apr;63(4):884-93 - PubMed
- Nat Rev Rheumatol. 2011 Jun 14;7(7):381-90 - PubMed
- Nat Rev Rheumatol. 2011 Aug 23;7(10):569-78 - PubMed
- Arthritis Rheum. 2012 Jan;64(1):141-52 - PubMed
- Mol Cell Proteomics. 2012 Feb;11(2):M111.013904 - PubMed
- Mol Cancer. 2013 Oct 07;12(1):117 - PubMed
- Bioinformatics. 2014 Feb 15;30(4):523-30 - PubMed
- J Immunol Res. 2014;2014:696415 - PubMed
- Clin Proteomics. 2014 Jul 01;11(1):27 - PubMed
- Arthritis Rheumatol. 2014 Dec;66(12):3300-10 - PubMed
- Arthritis Rheumatol. 2015 Jan;67(1):128-39 - PubMed
- Lupus. 2015 May;24(6):582-7 - PubMed
- Curr Opin Rheumatol. 2015 Mar;27(2):118-26 - PubMed
- Nucleic Acids Res. 2015 Apr 20;43(7):e47 - PubMed
- Clin Proteomics. 2015 Jan 13;12(1):1 - PubMed
- Iran J Basic Med Sci. 2014 Sep;17(9):651-5 - PubMed
- Nat Med. 2015 Aug;21(8):895-905 - PubMed
- Nucleic Acids Res. 2016 Jan 4;44(D1):D1094-7 - PubMed
- Semin Thromb Hemost. 2016 Jun;42(4):408-21 - PubMed
- Cell Div. 2016 Apr 22;11:6 - PubMed
- J Transl Med. 2016 Aug 04;14(1):233 - PubMed
- N Engl J Med. 2017 Mar 9;376(10):957-970 - PubMed
- Eur Heart J. 2018 Oct 14;39(39):3608-3614 - PubMed
- Enzymes. 2017;42:27-64 - PubMed
- Nucleic Acids Res. 2018 Jan 4;46(D1):D1271-D1281 - PubMed
- Sci Rep. 2017 Nov 15;7(1):15613 - PubMed
- Bioinformatics. 2018 May 1;34(9):1589-1590 - PubMed
- Cell Physiol Biochem. 2018;47(1):266-278 - PubMed
- Am J Med. 1978 Sep;65(3):430-6 - PubMed
- Arthritis Rheum. 1988 Mar;31(3):315-24 - PubMed
- Gastroenterology. 1987 Feb;92(2):329-37 - PubMed
- Br J Rheumatol. 1994 Nov;33(11):1030-8 - PubMed
- Clin Cardiol. 1993 Jul;16(7):548-52 - PubMed
- Nat Genet. 1997 Jul;16(3):311-5 - PubMed
- Arthritis Rheum. 1997 Nov;40(11):1955-61 - PubMed
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