Skip to main content

Table 2 Classifier linear model

From: Blood-based identification of non-responders to anti-TNF therapy in rheumatoid arthritis

Mechanism

Coefficient

Number of supporting genes

(Constant)

4.80

-

CDK2

0.57

9-11

DPPA4

4.33

32-49

ERBB2

16.32

146-180

FOXA2

0.84

91-106

Gamma secretase

3.59

81-96

IL11

−4.99

27-32

MAP2K3

1.15

5-6

MBD1

−0.23

5-8

MEIS1

1.40

89-118

MST1R

−0.56

32-39

NF1

−3.02

66-77

NFE2L2

5.22

122-145

Norepinephrine

2.21

28-36

NOS2

−0.12

9-10

NR2F6

−0.85

5-6

PPARG

4.60

496-630

S100A8/S100A9 complex

−4.76

16-19

Sulindac sulfide

−4.13

21-26

  1. Patients with classifier scores above 5.96 are predicted non-responders and thus potential candidates for alternative biologic therapy. Patients with classifier scores below this threshold were not predicted as non-responders and are assumed to be a mix of responders and non-responders. The number of genes supporting each mechanism varies based on the microarray platform used in each of the four training data sets. Note that the magnitudes of the coefficients do not necessarily indicate relative importance of the mechanisms for predicting non-response