BAI Yunjing, JIANG Dexun, SHEN Hongbo, et al. Research on Syndrome Diagnostic Evaluation Criteria in Rheumatoid Arthritis Based on Multivariate Statistical Analysis[J]. Journal of Traditional Chinese Medicine2014, 55(24): 2124-2128.
BAI Yunjing, JIANG Dexun, SHEN Hongbo, et al. Research on Syndrome Diagnostic Evaluation Criteria in Rheumatoid Arthritis Based on Multivariate Statistical Analysis[J]. Journal of Traditional Chinese Medicine2014, 55(24): 2124-2128.DOI: 10.13288/j.11-2166/r.2014.24.015.
Research on Syndrome Diagnostic Evaluation Criteria in Rheumatoid Arthritis Based on Multivariate Statistical Analysis
Objective To establish a syndrome diagnostic criterion for rheumatoid arthritis( RA) and validate the diagnostic performance of the criteria. Methods We drew up a RA clinical syndrome questionnaire and applied cross-sectional study method. 700 RA patients were surveyed. Then survey information underwent multivariate statistical analysis
including cluster analysis
logistic stepwise regression analysis
stepwise discriminant analysis
principal component analysis
and factor analysis. The diagnostic performance of RA syndrome diagnostic criteria was validated with discriminant analysis. Results Diagnostic indicators of 700 RA patients were reduced from 179 to 124 after first screening; cluster analysis showed that the basic syndromes were damp-heat stagnation
liver-kidney yin deficiency
stagnation of blood stasis
cold-damp stagnation
blood and qi deficiency
phlegm and blood stasis blocking collaterals
and spleen-kidney yang deficiency. By Logistic stepwise regression analysis
the diagnostic indicators of these 7 syndromes were reduced from 124 to 41. Forty six diagnostic indicators were added after stepwise discriminant analysis. Summing up the indicators above
we confirmed that there were 52 sensitive diagnostic indicators for 7 basic syndromes of RA. And after principal component analysis was applied on these 52 indicators
47 remained. Factor analysis then was done on the 47 indicators. According to contributions of the symptoms to the syndrome
syndrome diagnostic criteria of 7 RA basic syndrome types were developed. It is proved with discriminant analysis that the diagnostic accuracy of the criteria was 83. 39%. Conclusion There are 7 basic TCM syndromes in RA
and TCM syndrome diagnostic criteria of RA have a relatively high diagnostic value.
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Related Institution
Guang'anmen Hospital,China Academy of Chinese Medical Sciences
Guang 'anmen Hospital,China Academy of Chinese Medical Sciences
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Affiliated Hospital of Jiangxi University of Chinese Medicine
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