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Table 4 Multivariable logistic regression analysis to predict classification in pRLDA compared to pMDA group

From: Rheumatoid arthritis patients on persistent moderate disease activity on biologics have adverse 5-year outcome compared to persistent low-remission status and represent a heterogeneous group

pRLDA classification (vs pMDA)

Univariable analysis

Multivariable analysis†

OR

95% CI

p value

OR

95% CI

p value

Gender female (vs male)

0.31

0.18 to 0.52

p < 0.001*

0.38

0.17 to 0.84

p = 0.017*

Age (per year)

0.97

0.95 to 0.98

p < 0.001*

0.98

0.96 to 1.02

p = 0.26

Disease duration (per year)

1.01

0.98 to 1.03

p = 0.65

0.99

0.95 to 1.03

p = 0.68

Previous csDMARDs, count < 2

1.56

0.91 to 2.67

p = 0.11

1.11

0.49 to 2.5

p = 0.8

Anti-TNF baseline

5.54

1.3 to 23.57

p = 0.02*

2.9

0.51 to 16.55

p = 0.23

DAS28 baseline (per unit)

0.27

0.2 to 0.38

p < 0.001*

0.45

0.29 to 0.7

p < 0.001*

HAQ baseline (per unit)

0.21

0.11 to 0.4

p < 0.001*

0.53

0.2 to 1.38

p = 0.19

DAS28 1st semester (per unit)

0.17

0.11 to 0.25

p < 0.001*

0.19

0.12 to 0.29

p < 0.001*

ΔHAQ 1st semester < − 0.22

0.65

0.37 to 1.15

p = 0.14

0.38

0.16 to 0.91

p = 0.029*

  1. pRLDA persistent remission/low disease activity group, pMDA persistent moderate disease activity group, cDMARDs conventional synthetic disease-modifying antirheumatic drugs, 1st semester therapy months 3–9, HAQ Health Assessment Questionnaire, ΔHAQ HAQ difference 1st semester’s average from baseline, ACC accuracy, TPR sensitivity, TNR specificity, AUC area under receiver-operating-characteristic curve
  2. †Multivariable analysis efficiency (10-fold cross-validation): ACC = 88.3%, TPR = 68%, TNR = 95%, AUC = 91%
  3. *Below significance threshold 0.05