Table 2 Ranking using Random Forest Classifier (RFC) of DEGs identified by Wilcoxon test

GNG11

20.13

2.25

96.49

100.00

98.25

0.0048

−1.09

−1.71, −0.34

SLC15A3

20.70

1.55

100.00

48.86

74.43

0.0293

−0.98

−1.75, − 0.17

PLCG2

20.24

1.57

97.16

50.18

73.67

0.0259

−0.91

−1.70, − 0.13

IGFBP7

13.04

1.50

52.42

45.17

48.80

0.0284

−0.42

− 0.89, − 0.06

CKB

12.57

1.46

49.47

41.73

45.60

0.0404

0.94

0.05, 1.79

RNF24

8.81

1.61

26.12

53.02

39.57

0.0050

0.59

0.20, 1.12

CTNNBL1

9.07

1.47

27.75

43.11

35.43

0.0178

0.53

0.05, 1.03

UQCC1

9.65

1.41

31.33

38.07

34.70

0.0101

0.54

0.15, 0.93

TSPAN31

4.60

1.51

0.00

45.95

22.97

0.0404

0.53

0.03, 0.98

TTI1

5.72

0.89

6.94

0.00

3.47

0.0275

0.59

0.06, 1.21