Abstract
Objective
To investigate a method for quantitative differential diagnosis of damp-heat and cold-damp impeding syndrome of rheumatoid arthritis (RA) in Chinese medicine (CM).
Methods
Laboratory parameters were collected from 306 patients with RA. The clinical symptoms and laboratory parameters were compared between patients with these two syndromes (158 with RA of damp-heat impeding syndrome, and 148 with RA of cold-damp impeding syndrome), and a regression equation was established to facilitate discrimination of the two RA syndromes.
Results
There were significant differences in disease activity score in 28 joints [DAS28 (4)], erythrocyte sedimentation rate (ESR), white blood cell count (WBC), C-reactive protein (CRP), platelet count (PLT), albumin (ALB) and globulin (GLB) between the two syndrome of RA (P<0.05). Logistic regression analysis showed that the parameters ESR, WBC, CRP, joint pyrexia, joint cold, thirst, sweating, aversion to wind and cold, and cold extremities were statistically useful to discriminate damp-heat from cold-damp impeding syndrome. The regression equation was as follows: P=1/{1+exp[-(3.0-0.021X 1-0.196X 2-0.163X 3-1.559X 4+1.504X 5-0.927X 6-1.039X 7+1.070X 8+1.330X 9)]}. The independent variables X 1-X 9 were ESR, WBC, CRP, hot joint, cold joint, thirst, sweating, aversion to wind and cold, and cold limbs. A P value > 0.5 signified cold-damp impeding syndrome, and a P value < 0.5 signified damp-heat impeding syndrome. The accuracy was 90.2%.
Conclusion
The regression equation may be useful for discriminating damp-heat from cold-damp impeding syndrome of RA.
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References
Xue T, Roy R. Studying traditional Chinese medicine. Science 2003;300:70–71.
Gu CD, ed. Huangdi’s internal classic and plain questions. Beijing: People’s Medical Publishing House;1956;186–191.
Ou B, Huang D, Hampsch-Woodill M, Flanagan JA. When east meets west: the relationship between yin-yang and antioxidation-oxidation. FASEB J 2003;17:127–129.
Li S, Zhang ZQ, Wu LJ, Zhang XG, Li YD, Wang YY. Understanding syndrome in traditional Chinese medicine in the context of neuro-endocrine-immune network. IET Syst Biol 2007;1:51–60.
Wang M, Lamers RJ, Korthout HA, van Nesselrooij JH, Witkamp RF, van der Heijden R, et al. Metabolomics in the context of systems biology: bridging traditional Chinese medicine and molecular pharmacology. Phytother Res 2005;19:173–182.
Harris ED Jr. Rheumatoid arthritis: pathophysiology and implications for therapy. N Engl J Med 1990;322:1277–1289.
Tang BX, Rahman M, Waters HC, Callegari P. Treatment persistence with Adalimumab, Etanercept, or Infliximab in combination with methotrexate and the effects on health care costs in patients with rheumatoid arthritis. Clin Ther 2008;30:1375–1384.
Güler-Yüksel M, Allaart CF, Watt I, Goekoop-Ruiterman YP, de Vries-Bouwstra JK, van Schaardenburg D, et al. Treatment with TNF-α inhibitor infliximab might reduce hand osteoarthritis in patients with rheumatoid arthritis. Osteoarthritis Cartilage 2010;18:1256–1262.
Jiang Q, Jiang H, Cao W, Jiang J. Chinese medical syndrome analysis of 475 rheumatoid arthritis patients. J Tradit Chin Med (Chin) 2007;48:253–255.
Huang LP, Lu JY, He YH, Wang LP. Exploration on relationship between traditional Chinese medicine syndrome and indicators of immune in patients with rheumatoid arthritis. Pract Clin J Int Tradit Chin West Med (Chin) 2002;2:3–4.
Peng GH, Du HH. Exploration on relationship between traditional medicine syndrome and detection of nail fold microcirculation in patients with rheumatoid arthritis. Chin J Inf Tradit Chin Med (Chin) 1998;5:43.
Bai YJ, Shen HB, Meng QG. Optimization of diagnostic factors of rheumatoid arthritis syndromes. World Chin Med (Chin) 2010;3:87–89.
Arnett FC, Edworthy SM, Bloch DA, McShane DJ, Fries JF, Cooper NS, et al. The American Rheumatism Association 1987 revised criteria for the classification of rheumatoid arthritis. Arthritis Rheum 1988;31:315–324.
Zheng XY, ed. Guiding principle of clinical research on new drugs of traditional Chinese medicine. Beijing: China Medical Science and Technology Press; 2002:115–117.
Prevoo ML, van’t Hof MA, Kuper HH, van Leeuwen MA, van de Putte LB, van Riel PL. Modified disease activity scores that include twenty-eight-joint counts. Development and validation in a prospective longitudinal study of patients with rheumatoid arthritis. Arthritis Rheum 1995;38:44–48.
Xiao J, Xie LP, Shi W. The research progress on traditional Chinese medicine syndrome of rheumatoid arthritis. J Emerg Tradit Chin Med (Chin) 2007;16:476–477.
Xiao C, Xu SJ, Ju DH, Zhou GQ, Zhao N, Jia HW, et al. Exploration on mechanism of rheumatoid arthritis with spleen deficiency Bi-syndrome from the view of mucosal immune. Chin J Inf Tradit Chin Med (Chin) 2003;10:1–2.
Zhou XP, Zhou ZY. Preliminary exploration on treatment of yin deficiency-induced collaterals-heat syndrome with rheumatoid arthritis. Chin J Basic Med Tradit Chin Med (Chin) 2004;10:53–56.
Sun LX, Wang Y, Jin GL. Investigation on the distribution of CM syndrome types of 268 rheumatoid arthritis patients. Jiangsu J Tradit Chin Med (Chin) 2008;40:25–26.
Meng QG, Wang YN, Dai RW. Discussion and analysis on study of standardization of traditional Chinese medicine based on system complexity. Chin Arch Tradit Chin Med (Chin) 2003;21:2015–2015,2025.
Cha QL, Lin SQ, Lv AP. Discussion and analysis of the method multivariate statistical analysis in study of traditional Chinese medicine syndrome. J Jiangxi Univ Tradit Chin Med (Chin) 2004;16:79–80.
Guo ZC, ed. Medical statistics. Beijing: People’s Military Medical Press;1999:220.
Chen JS, Chen WK. Exploration of cluster analysis and logistic regression on quantitative diagnosis of syndromes in Chinese medicine. Chin J Health Stat (Chin) 2009;26:379–382.
Chen JS, Chen WK. Logistic regression analysis on quantitative diagnosis of stomach pain syndromes in Chinese medicine. Tradit Chin Med Res (Chin) 2009;22:26–28.
Silva I, Mateus M, Branco JC. Assessment of erythrocyte sedimentation rate and C-reactive protein on rheumatoid arthritis activity prediction. Acta Reumatol Port 2010;35:456–462.
Hutchinson RM, Davis P, Jayson MI. Thrombocytosis in rheumatoid arthritis. Ann Rheum Dis 1976;35:138–142.
Boilard E, Nigrovic PA, Larabee K, Watts GF, Coblyn JS, Weinblatt ME, et al. Platelets amplify inflammation in arthritis via collagen-dependent microparticle production. Science 2010; 327:580–583.
Milman N, Karsh J, Booth RA. Correlation of a multicytokine panel with clinical disease activity in patients with rheumatoid arthritis. Clin Biochem 2010;43:1309–1314.
Xu S, Lu H, Lin J, Chen Z, Jiang D. Regulation of TNFalpha and IL1beta in rheumatoid arthritis synovial fibroblasts by leukotriene B4. Rheumatol Int 2010;30:1183–1189.
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supported by the Scientific Program of Traditional Chinese Medicine of Chongqing Municipal Health Bureau, China (2008-1-15) and the National Natural Science Foundation of China (No. 30973827)
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Wang, Zz., Fang, Yf., Wang, Y. et al. Logistic regression analysis of damp-heat and cold-damp impeding syndrome of rheumatoid arthritis: A perspective in Chinese medicine. Chin. J. Integr. Med. 18, 575–581 (2012). https://doi.org/10.1007/s11655-012-1172-1
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DOI: https://doi.org/10.1007/s11655-012-1172-1