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Erschienen in: International Orthopaedics 1/2012

01.01.2012 | Original Paper

Analysis of synovial fluid in knee joint of osteoarthritis:5 proteome patterns of joint inflammation based on matrix-assisted laser desorption/ionization time-of-flight mass spectrometry

verfasst von: Xiaohua Pan, Liling Huang, Jiakai Chen, Yong Dai, Xiaofen Chen

Erschienen in: International Orthopaedics | Ausgabe 1/2012

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Abstract

Purpose

The purpose of this study was to use matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF-MS) in osteoarthritis research. Our aim was to find differentially expressed disease-related and condition-specific peptide in synovial fluid in the knee joint of patients suffering from osteoarthritis (OA), and to develop and validate the peptide classification model for OA diagnosis.

Methods

Based on the American College of Rheumatology criteria, 30 OA cases and ten healthy donors were enrolled and underwent analysis. Magnetic beads-based weak cation exchange chromatography (MB-WCX) was performed for sample processing, and matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF-MS) was conducted for peptide profile. ClinProt software 2.2 was used for data analysis and a genetic algorithm was created for class prediction.

Results

Two peptide peaks were found which may be characterised as the potential diagnostic markers for OA. Two other significantly different peptide peaks were found in OA patients at a medium stage compared to the early and late stages. A genetic algorithm (GA) was used to establish differential diagnosis models of OA. As a result, the algorithm models marked 100% of OA, and of 97.92% of medium-stage OA.

Conclusion

This study demonstrated that use of proteomics methods to identify potential biomarkers of OA is possible, and the identified potential biomarkers may be potential markers for diagnosis and monitoring the progression of OA.
Literatur
1.
Zurück zum Zitat Ding C, Garnero P, Cicuttini F, Scott F, Cooley H, Jones G (2005) Knee cartilage defects: association with early radiographic osteoarthritis, decreased cartilage volume, increased joint surface area and type II collagen breakdown. Osteoarthritis Cartilage 13(3):198–205PubMedCrossRef Ding C, Garnero P, Cicuttini F, Scott F, Cooley H, Jones G (2005) Knee cartilage defects: association with early radiographic osteoarthritis, decreased cartilage volume, increased joint surface area and type II collagen breakdown. Osteoarthritis Cartilage 13(3):198–205PubMedCrossRef
2.
Zurück zum Zitat Conaghan PG, Felson D, Gold G, Lohmander S, Totterman S, Altman R (2006) MRI and non-cartilaginous structures in knee osteoarthritis. Osteoarthritis Cartilage 14(SupplA):A87–94 Conaghan PG, Felson D, Gold G, Lohmander S, Totterman S, Altman R (2006) MRI and non-cartilaginous structures in knee osteoarthritis. Osteoarthritis Cartilage 14(SupplA):A87–94
3.
Zurück zum Zitat Lawrence RC, Felson DT, Helmick CG, Arnold LM, Choi H, Deyo RA et al (2008) Estimates of the prevalence of arthritis and other rheumatic conditions in the United States. Part II. Arthritis Rheum 58:26–35PubMedCrossRef Lawrence RC, Felson DT, Helmick CG, Arnold LM, Choi H, Deyo RA et al (2008) Estimates of the prevalence of arthritis and other rheumatic conditions in the United States. Part II. Arthritis Rheum 58:26–35PubMedCrossRef
4.
Zurück zum Zitat Kang X, Fransen M, Zhang Y, Li H, Ke Y, Lu M et al (2009) The high prevalence of knee osteoarthritis in a rural Chinese population: the Wuchuan osteoarthritis study. Arthritis Rheum 61(5):641–647PubMedCrossRef Kang X, Fransen M, Zhang Y, Li H, Ke Y, Lu M et al (2009) The high prevalence of knee osteoarthritis in a rural Chinese population: the Wuchuan osteoarthritis study. Arthritis Rheum 61(5):641–647PubMedCrossRef
5.
6.
Zurück zum Zitat Gobezie R, Kho A, Krastins B, Sarracino DA, Thornhill TS, Chase M, Millett PJ, Lee DM (2007) High abundance synovial fluid proteome: distinct profiles in health and osteoarthritis. Arthritis Res Ther 9(2):R36PubMedCrossRef Gobezie R, Kho A, Krastins B, Sarracino DA, Thornhill TS, Chase M, Millett PJ, Lee DM (2007) High abundance synovial fluid proteome: distinct profiles in health and osteoarthritis. Arthritis Res Ther 9(2):R36PubMedCrossRef
7.
Zurück zum Zitat Rousseau JC, Delmas DPD (2007) Biological markers in osteoarthritis. Nat Clin Pract Rheumatol 3:346–356PubMedCrossRef Rousseau JC, Delmas DPD (2007) Biological markers in osteoarthritis. Nat Clin Pract Rheumatol 3:346–356PubMedCrossRef
8.
Zurück zum Zitat Kojima K, Asmellash S, Klug CA, Grizzle WE, Mobley JA, Christein JD (2008) Applying proteomic-based biomarker tools for the accurate diagnosis of pancreatic cancer. J Gastrointest Surg 12(10):1683–1690PubMedCrossRef Kojima K, Asmellash S, Klug CA, Grizzle WE, Mobley JA, Christein JD (2008) Applying proteomic-based biomarker tools for the accurate diagnosis of pancreatic cancer. J Gastrointest Surg 12(10):1683–1690PubMedCrossRef
9.
Zurück zum Zitat Jacot W, Lhermitte L, Dossat N, Pujol JL, Molinari N, Daurès JP (2008) Serum proteomic profiling of lung cancer in high-risk groups and determination of clinical outcomes. J Thorac Oncol 3(8):840–850PubMedCrossRef Jacot W, Lhermitte L, Dossat N, Pujol JL, Molinari N, Daurès JP (2008) Serum proteomic profiling of lung cancer in high-risk groups and determination of clinical outcomes. J Thorac Oncol 3(8):840–850PubMedCrossRef
10.
Zurück zum Zitat Ferino G, González-Díaz H, Delogu G, Podda G, Uriarte E (2008) Using spectral moments of spiral networks based on PSA/mass spectra outcomes to derive quantitative proteome-disease relationships (QPDRs) and predicting prostate cancer. Biochem Biophys Res Commun 372(2):320–325PubMedCrossRef Ferino G, González-Díaz H, Delogu G, Podda G, Uriarte E (2008) Using spectral moments of spiral networks based on PSA/mass spectra outcomes to derive quantitative proteome-disease relationships (QPDRs) and predicting prostate cancer. Biochem Biophys Res Commun 372(2):320–325PubMedCrossRef
11.
Zurück zum Zitat Amadei GA, Cho CF, Lewis JD, Luyt LG (2010) A fast, reproducible and low-cost method for sequence deconvolution of 'on-bead' peptides via 'on-target' maldi-TOF/TOF mass spectrometry. J Mass Spectrom 45(3):241–251PubMedCrossRef Amadei GA, Cho CF, Lewis JD, Luyt LG (2010) A fast, reproducible and low-cost method for sequence deconvolution of 'on-bead' peptides via 'on-target' maldi-TOF/TOF mass spectrometry. J Mass Spectrom 45(3):241–251PubMedCrossRef
12.
Zurück zum Zitat Dong M, Wu M, Wang F, Qin H, Han G, Dong J (2010) Coupling strong anion-exchange monolithic capillary with MALDI-TOF MS for sensitive detection of phosphopeptides in protein digest. Anal Chem 82(7):2907–2915PubMedCrossRef Dong M, Wu M, Wang F, Qin H, Han G, Dong J (2010) Coupling strong anion-exchange monolithic capillary with MALDI-TOF MS for sensitive detection of phosphopeptides in protein digest. Anal Chem 82(7):2907–2915PubMedCrossRef
13.
Zurück zum Zitat Seibold E, Maier T, Kostrzewa M, Zeman E, Splettstoesser W (2010) Identification of Francisella tularensis by whole-cell matrix-assisted laser desorption ionization-time of flight mass spectrometry: fast, reliable, robust, and cost-effective differentiation on species and subspecies levels. J Clin Microbiol 48(4):1061–1069PubMedCrossRef Seibold E, Maier T, Kostrzewa M, Zeman E, Splettstoesser W (2010) Identification of Francisella tularensis by whole-cell matrix-assisted laser desorption ionization-time of flight mass spectrometry: fast, reliable, robust, and cost-effective differentiation on species and subspecies levels. J Clin Microbiol 48(4):1061–1069PubMedCrossRef
14.
Zurück zum Zitat Kondo N, Nishimura S (2009) MALDI-TOF mass-spectrometry-based versatile method for the characterization of protein kinases. Chemistry 15(6):1413–1421PubMedCrossRef Kondo N, Nishimura S (2009) MALDI-TOF mass-spectrometry-based versatile method for the characterization of protein kinases. Chemistry 15(6):1413–1421PubMedCrossRef
15.
Zurück zum Zitat Braun J, Sieper J (2009) Classification criteria for rheumatoid arthritis and ankylosing spondylitis. Clin Exp Rheumatol 27:S68–S73PubMed Braun J, Sieper J (2009) Classification criteria for rheumatoid arthritis and ankylosing spondylitis. Clin Exp Rheumatol 27:S68–S73PubMed
16.
Zurück zum Zitat MacGregor AJ (1995) Classification criteria for rheumatoid arthritis. Baillières Clin Rheumatol 9(2):287–304PubMedCrossRef MacGregor AJ (1995) Classification criteria for rheumatoid arthritis. Baillières Clin Rheumatol 9(2):287–304PubMedCrossRef
17.
Zurück zum Zitat Pfeiffer E (1975) A short portable mental status questionnaire for the assessment of organic brain deficit in elderly patients. J Am Geriatr Soc 23(10):433–441PubMed Pfeiffer E (1975) A short portable mental status questionnaire for the assessment of organic brain deficit in elderly patients. J Am Geriatr Soc 23(10):433–441PubMed
18.
Zurück zum Zitat Ketterlinus R, Hsieh SY, Teng SH, Lee H, Pusch W (2005) Fishing for biomarkers: analyzing mass spectrometry data with the new ClinPro Tools software. Biotechniques Suppl:37–40 Ketterlinus R, Hsieh SY, Teng SH, Lee H, Pusch W (2005) Fishing for biomarkers: analyzing mass spectrometry data with the new ClinPro Tools software. Biotechniques Suppl:37–40
19.
Zurück zum Zitat Hartwig S, Kotzka J, Müller H, Müller-Wieland D, Eckel J, Lehr S (2009) Enhancing mass spectrometry based serum profiling by a combination of free flow electrophoresis and ClinProt. Arch Physiol Biochem 115(5):259–266PubMedCrossRef Hartwig S, Kotzka J, Müller H, Müller-Wieland D, Eckel J, Lehr S (2009) Enhancing mass spectrometry based serum profiling by a combination of free flow electrophoresis and ClinProt. Arch Physiol Biochem 115(5):259–266PubMedCrossRef
20.
Zurück zum Zitat Gianazza E, Mainini V, Castoldi G, Chinello C, Zerbini G, Bianchi C et al (2010) Different expression of fibrinopeptide A and related fragments in serum of type 1 diabetic patients with nephropathy. J Proteomics 73(3):593–601PubMedCrossRef Gianazza E, Mainini V, Castoldi G, Chinello C, Zerbini G, Bianchi C et al (2010) Different expression of fibrinopeptide A and related fragments in serum of type 1 diabetic patients with nephropathy. J Proteomics 73(3):593–601PubMedCrossRef
21.
Zurück zum Zitat Chinello C, Gianazza E, Zoppis I, Mainini V, Galbusera C, Picozzi S et al (2010) Serum biomarkers of renal cell carcinoma assessed using a protein profiling approach based on ClinProt technique. Urology 75(4):842–847PubMedCrossRef Chinello C, Gianazza E, Zoppis I, Mainini V, Galbusera C, Picozzi S et al (2010) Serum biomarkers of renal cell carcinoma assessed using a protein profiling approach based on ClinProt technique. Urology 75(4):842–847PubMedCrossRef
22.
Zurück zum Zitat Ziganshin RKh, Alekseev DG, Arapidi GP, Ivanov VT, Moshkovskiĭ SA, Govorun VM (2008) Serum proteome profiling for ovarian cancer diagnosis using ClinProt magnetic bead technique and MALDI-TOF-mass-spectrometry. Biomed Khim 54(4):408–419PubMed Ziganshin RKh, Alekseev DG, Arapidi GP, Ivanov VT, Moshkovskiĭ SA, Govorun VM (2008) Serum proteome profiling for ovarian cancer diagnosis using ClinProt magnetic bead technique and MALDI-TOF-mass-spectrometry. Biomed Khim 54(4):408–419PubMed
23.
Zurück zum Zitat Timms JF, Cramer R, Camuzeaux S, Tiss A, Smith C, Burford B et al (2010) Peptides generated ex vivo from serum proteins by tumor-specific exopeptidases are not useful biomarkers in ovarian cancer. Clin Chem 56(2):262–271PubMedCrossRef Timms JF, Cramer R, Camuzeaux S, Tiss A, Smith C, Burford B et al (2010) Peptides generated ex vivo from serum proteins by tumor-specific exopeptidases are not useful biomarkers in ovarian cancer. Clin Chem 56(2):262–271PubMedCrossRef
24.
Zurück zum Zitat Chow SN, Chen RJ, Chen CH, Chang TC, Chen LC, Lee WJ et al (2010) Analysis of protein profiles in human epithelial ovarian cancer tissues by proteomic technology. Eur J Gynaecol Oncol 31(1):55–62PubMed Chow SN, Chen RJ, Chen CH, Chang TC, Chen LC, Lee WJ et al (2010) Analysis of protein profiles in human epithelial ovarian cancer tissues by proteomic technology. Eur J Gynaecol Oncol 31(1):55–62PubMed
25.
Zurück zum Zitat Gámez-Pozo A, Sánchez-Navarro I, Nistal M, Calvo E, Madero R, Díaz E et al (2009) MALDI profiling of human lung cancer subtypes. PLoS ONE 4(11):e7731PubMedCrossRef Gámez-Pozo A, Sánchez-Navarro I, Nistal M, Calvo E, Madero R, Díaz E et al (2009) MALDI profiling of human lung cancer subtypes. PLoS ONE 4(11):e7731PubMedCrossRef
26.
Zurück zum Zitat Tsunemi S, Nakanishi T, Fujita Y, Bouras G, Miyamoto Y, Miyamoto A et al (2010) Proteomics-based identification of a tumor-associated antigen and its corresponding autoantibody in gastric cancer. Oncol Rep 23(4):949–956PubMed Tsunemi S, Nakanishi T, Fujita Y, Bouras G, Miyamoto Y, Miyamoto A et al (2010) Proteomics-based identification of a tumor-associated antigen and its corresponding autoantibody in gastric cancer. Oncol Rep 23(4):949–956PubMed
27.
Zurück zum Zitat Breton J, Gage MC, Hay AW, Keen JN, Wild CP, Donnellan C et al (2008) Proteomic screening of a cell line model of esophageal carcinogenesis identifies cathepsin D and aldo-keto reductase 1 C2 and 1B10 dysregulation in Barrett's esophagus and esophageal adenocarcinoma. J Proteome Res 7(5):1953–1962PubMedCrossRef Breton J, Gage MC, Hay AW, Keen JN, Wild CP, Donnellan C et al (2008) Proteomic screening of a cell line model of esophageal carcinogenesis identifies cathepsin D and aldo-keto reductase 1 C2 and 1B10 dysregulation in Barrett's esophagus and esophageal adenocarcinoma. J Proteome Res 7(5):1953–1962PubMedCrossRef
28.
Zurück zum Zitat Zivanović S, Petrović-Rackov L, Zivanović A (2009) Arthrosonography and biomarkers in the evaluation of destructive knee cartilage osteoarthrosis. Srp Arh Celok Lek 137(11–12):653–658PubMedCrossRef Zivanović S, Petrović-Rackov L, Zivanović A (2009) Arthrosonography and biomarkers in the evaluation of destructive knee cartilage osteoarthrosis. Srp Arh Celok Lek 137(11–12):653–658PubMedCrossRef
29.
Zurück zum Zitat Richardot P, Charni-Ben Tabassi N, Toh L, Marotte H, Bay-Jensen AC, Miossec P et al (2009) Nitrated type III collagen as a biological marker of nitric oxide-mediated synovial tissue metabolism in osteoarthritis. Osteoarthritis Cartilage 17(10):1362–1367PubMedCrossRef Richardot P, Charni-Ben Tabassi N, Toh L, Marotte H, Bay-Jensen AC, Miossec P et al (2009) Nitrated type III collagen as a biological marker of nitric oxide-mediated synovial tissue metabolism in osteoarthritis. Osteoarthritis Cartilage 17(10):1362–1367PubMedCrossRef
30.
Zurück zum Zitat Qazi AA, Folkesson J, Pettersen PC, Karsdal MA, Christiansen C, Dam EB (2007) Separation of healthy and early osteoarthritis by automatic quantification of cartilage homogeneity. Osteoarthritis Cartilage 15(10):1199–1206PubMedCrossRef Qazi AA, Folkesson J, Pettersen PC, Karsdal MA, Christiansen C, Dam EB (2007) Separation of healthy and early osteoarthritis by automatic quantification of cartilage homogeneity. Osteoarthritis Cartilage 15(10):1199–1206PubMedCrossRef
31.
Zurück zum Zitat Kraus VB, Kepler TB, Stabler T, Renner J, Jordan J (2010) First qualification study of serum biomarkers as indicators of total body burden of osteoarthritis. PLoS ONE 5(3):e9739PubMedCrossRef Kraus VB, Kepler TB, Stabler T, Renner J, Jordan J (2010) First qualification study of serum biomarkers as indicators of total body burden of osteoarthritis. PLoS ONE 5(3):e9739PubMedCrossRef
32.
Zurück zum Zitat Uchida T, Fukawa A, Uchida M, Fujita K, Saito K (2002) Application of a novel protein biochip technology for detection and identification of rheumatoid arthritis biomarkers in synovial fluid. J Proteome Res 1(6):495–499PubMedCrossRef Uchida T, Fukawa A, Uchida M, Fujita K, Saito K (2002) Application of a novel protein biochip technology for detection and identification of rheumatoid arthritis biomarkers in synovial fluid. J Proteome Res 1(6):495–499PubMedCrossRef
33.
Zurück zum Zitat Kamphorst JJ, van der Heijden R, DeGroot J, Lafeber FP, Reijmers TH, van El B et al (2007) Profiling of endogenous peptides in human synovial fluid by NanoLC-MS: method validation and peptide identification. J Proteome Res 6(11):4388–4396PubMedCrossRef Kamphorst JJ, van der Heijden R, DeGroot J, Lafeber FP, Reijmers TH, van El B et al (2007) Profiling of endogenous peptides in human synovial fluid by NanoLC-MS: method validation and peptide identification. J Proteome Res 6(11):4388–4396PubMedCrossRef
34.
Zurück zum Zitat Xiang Y, Matsui T, Matsuo K, Shimada K, Tohma S, Nakamura H et al (2007) Comprehensive investigation of disease-specific short peptides in sera from patients with systemic sclerosis: complement C3f-des-arginine, detected predominantly in systemic sclerosis sera, enhances proliferation of vascular endothelial cells. Arthritis Rheum 56(6):2018–2030PubMedCrossRef Xiang Y, Matsui T, Matsuo K, Shimada K, Tohma S, Nakamura H et al (2007) Comprehensive investigation of disease-specific short peptides in sera from patients with systemic sclerosis: complement C3f-des-arginine, detected predominantly in systemic sclerosis sera, enhances proliferation of vascular endothelial cells. Arthritis Rheum 56(6):2018–2030PubMedCrossRef
35.
Zurück zum Zitat Dai Y, Hu C, Wang L, Huang Y, Zhang L, Xiao X et al (2010) Serum peptidome patterns of human systemic lupus erythematosus based on magnetic bead separation and MALDI-TOF mass spectrometry analysis. Scand J Rheumatol 39(3):240–246PubMedCrossRef Dai Y, Hu C, Wang L, Huang Y, Zhang L, Xiao X et al (2010) Serum peptidome patterns of human systemic lupus erythematosus based on magnetic bead separation and MALDI-TOF mass spectrometry analysis. Scand J Rheumatol 39(3):240–246PubMedCrossRef
36.
Zurück zum Zitat Ruiz-Romero C, Carreira V, Rego I, Remeseiro S, López-Armada MJ, Blanco FJ (2008) Proteomic analysis of human osteoarthritic chondrocytes reveals protein changes in stress and glycolysis. Proteomics 8(3):495–507PubMedCrossRef Ruiz-Romero C, Carreira V, Rego I, Remeseiro S, López-Armada MJ, Blanco FJ (2008) Proteomic analysis of human osteoarthritic chondrocytes reveals protein changes in stress and glycolysis. Proteomics 8(3):495–507PubMedCrossRef
37.
Zurück zum Zitat Ruiz-Romero C, Calamia V, Mateos J, Carreira V, Martínez-Gomariz M, Fernández M et al (2009) Mitochondrial dysregulation of osteoarthritic human articular chondrocytes analyzed by proteomics: a decrease in mitochondrial superoxide dismutase points to a redox imbalance. Mol Cell Proteomics 8(1):172–189PubMedCrossRef Ruiz-Romero C, Calamia V, Mateos J, Carreira V, Martínez-Gomariz M, Fernández M et al (2009) Mitochondrial dysregulation of osteoarthritic human articular chondrocytes analyzed by proteomics: a decrease in mitochondrial superoxide dismutase points to a redox imbalance. Mol Cell Proteomics 8(1):172–189PubMedCrossRef
38.
Zurück zum Zitat Bo GP, Zhou LN, He WF, Luo GX, Jia XF, Gan CJ et al (2009) Analyses of differential proteome of human synovial fibroblasts obtained from arthritis. Clin Rheumatol 28(2):191–199PubMedCrossRef Bo GP, Zhou LN, He WF, Luo GX, Jia XF, Gan CJ et al (2009) Analyses of differential proteome of human synovial fibroblasts obtained from arthritis. Clin Rheumatol 28(2):191–199PubMedCrossRef
39.
Zurück zum Zitat Chang X, Cui Y, Zong M, Zhao Y, Yan X, Chen Y et al (2009) Identification of proteins with increased expression in rheumatoid arthritis synovial tissues. J Rheumatol 36(5):872–880PubMedCrossRef Chang X, Cui Y, Zong M, Zhao Y, Yan X, Chen Y et al (2009) Identification of proteins with increased expression in rheumatoid arthritis synovial tissues. J Rheumatol 36(5):872–880PubMedCrossRef
40.
Zurück zum Zitat de Seny D, Fillet M, Meuwis MA, Geurts P, Lutteri L, Ribbens C et al (2005) Discovery of new rheumatoid arthritis biomarkers using the surface-enhanced laser desorption/ionization time-of-flight mass spectrometry ProteinChip approach. Arthritis Rheum 52(12):3801–3812PubMedCrossRef de Seny D, Fillet M, Meuwis MA, Geurts P, Lutteri L, Ribbens C et al (2005) Discovery of new rheumatoid arthritis biomarkers using the surface-enhanced laser desorption/ionization time-of-flight mass spectrometry ProteinChip approach. Arthritis Rheum 52(12):3801–3812PubMedCrossRef
Metadaten
Titel
Analysis of synovial fluid in knee joint of osteoarthritis:5 proteome patterns of joint inflammation based on matrix-assisted laser desorption/ionization time-of-flight mass spectrometry
verfasst von
Xiaohua Pan
Liling Huang
Jiakai Chen
Yong Dai
Xiaofen Chen
Publikationsdatum
01.01.2012
Verlag
Springer-Verlag
Erschienen in
International Orthopaedics / Ausgabe 1/2012
Print ISSN: 0341-2695
Elektronische ISSN: 1432-5195
DOI
https://doi.org/10.1007/s00264-011-1258-y

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