The Relative Composition of the Inflammatory Infiltrate as an Additional Tool for Synovial Tissue Classification

被引:14
作者
Della Beffa, Cristina [1 ]
Slansky, Elisabeth [4 ]
Pommerenke, Claudia [2 ]
Klawonn, Frank [1 ,3 ]
Li, Jialiang [4 ]
Dai, Lie [5 ]
Schumacher, H. Ralph, Jr. [6 ]
Pessler, Frank [7 ]
机构
[1] Helmholtz Ctr Infect Res, Dept Cellular Prote, Braunschweig, Germany
[2] Helmholtz Ctr Infect Res, Dept Infect Genet, Braunschweig, Germany
[3] Ostfalia Univ Appl Sci, Dept Comp Sci, Wolfenbuttel, Germany
[4] Natl Univ Singapore, Dept Stat & Appl Probabil, Singapore 117548, Singapore
[5] Sun Yat Sen Univ, Sun Yat Sen Mem Hosp, Dept Rheumatol, Guangzhou 510275, Guangdong, Peoples R China
[6] Philadelphia Vet Affairs Med Ctr, Div Rheumatol, Philadelphia, PA USA
[7] TWINCORE Ctr Expt & Clin Infect Res, Res Grp Biomarkers Infect Dis, Hannover, Germany
来源
PLOS ONE | 2013年 / 8卷 / 08期
关键词
WAR-VETERANS-ILLNESS; JOINT PAIN; ARTHRITIS; ARTHROPATHIES; BIOMARKER; SCORE;
D O I
10.1371/journal.pone.0072494
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Objectives: Traditionally, differences in absolute numbers of cells expressing a certain marker (e. g., positive staining cells per mm(2)) have been used in immunohistological synovial tissue classification. We have begun to evaluate the relative composition of the inflammatory infiltrates, i.e. percentages of inflammatory cell types in inflammatory infiltrates, as an alternate classification tool that may potentially improve tissue diagnostics, subgrouping in clinical trials, and understanding of pathogenesis of inflammatory and noninflammatory arthropathies. Methods: Synovial tissue specimens (normal synovium, n=15; orthopedic arthropathies, n=6; osteoarthritis, n=26; early undifferentiated arthritis, n=10; rheumatoid arthritis, n=26; chronic septic arthritis, n=11) were stained for CD15, CD68, CD3, CD20, and CD38. Densities of cells expressing a given marker were determined in the superficial subintima. Binary and multicategory receiver operating characteristic (ROC) analysis and naive Bayes classifier were used to compare the abilities of (1) the absolute densities of cells expressing a given marker (absolute method) with (2) the percentages of these cells in the inflammatory cell population (relative method) to differentiate among the six tissue classes. Results: The inflammatory infiltrates in normal synovium and the orthopedic arthropathies consisted almost exclusively of CD68+ and CD3+ cells. Notable fractions of CD20+ and CD38+ cells appeared in a subset of osteoarthritis samples, and increased further in early, rheumatoid and chronic septic arthritis. ROC analyses and naive Bayes classifier ranked the absolute method above the relative method in terms of overall discriminatory ability. The relative method became slightly superior when the samples were also stratified according to the total number of inflammatory cells/mm(2). Conclusions: This exploratory investigation featuring a variety of joint disorders revealed that measuring the relative proportions of inflammatory cell types may aid in synovial tissue classification if the samples are also stratified according to the intensity of inflammation.
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页数:12
相关论文
共 18 条
[1]   Microscopic measurement of inflammation in synovial tissue: inter-observer agreement for manual quantitative, semiquantitative and computerised digital image analysis [J].
Bresnihan, Barry ;
Andersson, Ulf ;
Gogarty, Martina ;
Kraan, Maarten ;
Schumacher, H. Ralph ;
Ulfgren, Ann-Kristin ;
Veale, Douglas J. ;
Youssef, Peter P. ;
Tak, Paul P. .
ANNALS OF THE RHEUMATIC DISEASES, 2007, 66 (12) :1656-1660
[2]   Absence of histologic evidence of synovitis in patients with Gulf War veterans' illness with joint pain [J].
Diaz-Torne, C. ;
Schumacher, H. R. ;
Yu, X. ;
Gomez-Vaquero, C. ;
Dai, L. ;
Chen, L. X. ;
Clayburne, G. ;
Einhorn, E. ;
Sachdeva, R. M. ;
Singh, J. A. ;
Pessler, F. .
ARTHRITIS & RHEUMATISM-ARTHRITIS CARE & RESEARCH, 2007, 57 (07) :1316-1323
[3]  
Hall M., 2009, ACM SIGKDD Explorations Newsletter, V11, P10, DOI DOI 10.1145/1656274.1656278
[4]   Synovial tissue macrophages: a sensitive biomarker for response to treatment in patients with rheumatoid arthritis [J].
Haringman, JJ ;
Gerlag, DM ;
Zwinderman, AH ;
Smeets, TJM ;
Kraan, MC ;
Baeten, D ;
McInnes, IB ;
Bresnihan, B ;
Tak, PP .
ANNALS OF THE RHEUMATIC DISEASES, 2005, 64 (06) :834-838
[5]   Pretreatment macrophage infiltration of the synovium predicts the clinical effect of both radiation synovectomy and intra-articular glucocorticoids [J].
Jahangier, Z. N. ;
Jacobs, J. W. G. ;
Kraan, M. C. ;
Wenting, M. J. G. ;
Smeets, T. J. ;
Bijlsma, J. W. J. ;
Lafeber, F. P. J. G. ;
Tak, P. P. .
ANNALS OF THE RHEUMATIC DISEASES, 2006, 65 (10) :1286-1292
[6]   Immunohistological analysis of synovial tissue for differential diagnosis in early arthritis [J].
Kraan, MC ;
Haringman, JJ ;
Post, WJ ;
Versendaal, J ;
Breedveld, FC ;
Tak, PP .
RHEUMATOLOGY, 1999, 38 (11) :1074-1080
[7]   Synovitis score: discrimination between chronic low-grade and high-grade synovitis [J].
Krenn, V. ;
Morawietz, L. ;
Burmester, G. -R ;
Kinne, R. W. ;
Mueller-Ladner, U. ;
Muller, B. ;
Haupl, T. .
HISTOPATHOLOGY, 2006, 49 (04) :358-364
[8]   Grading of chronic synovitis -: A histopathological grading system for molecular and diagnostic pathology [J].
Krenn, V ;
Morawietz, L ;
Häupl, T ;
Neidel, J ;
Petersen, I ;
König, A .
PATHOLOGY RESEARCH AND PRACTICE, 2002, 198 (05) :317-325
[9]   ROC analysis with multiple classes and multiple tests: methodology and its application in microarray studies [J].
Li, Jialiang ;
Fine, Jason P. .
BIOSTATISTICS, 2008, 9 (03) :566-576
[10]   Twenty-three neutrophil granulocytes in 10 high-power fields is the best histopathological threshold to differentiate between aseptic and septic endoprosthesis loosening [J].
Morawietz, Lars ;
Tiddens, Obbe ;
Mueller, Michael ;
Tohtz, Stephan ;
Gansukh, Tserenchunt ;
Schroeder, Joerg H. ;
Perka, Carsten ;
Krenn, Veit .
HISTOPATHOLOGY, 2009, 54 (07) :847-853