Finally, the logistic regression, Fisher discriminant and Bayes discriminant comparison analysis showed that the six host markers including APOA1, APOB, C3, Orn, DCA and TCDCA have an AUC of 0.95 in distinguishing TB and ORD (lung cancer and pneumonia), and the sensitivity is 84.1%, the specificity was 95.3%.
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