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Table 9 Protein stability change prediction results of MUpro and I-Mutant2.0 for the 33 deleterious missense mutations of epidermal and hyperproliferative keratins in mild and moderate psoriasis patients

From: Mutational analysis of epidermal and hyperproliferative type I keratins in mild and moderate psoriasis vulgaris patients: a possible role in the pathogenesis of psoriasis along with disease severity

Stages of psoriasis

Gene

CDS mutation

AA mutation

MUpro

I-Mutant 2.0

SVM

SVMCS

NN

NNCS

Stability

DDG

Mild

K14

c.372C > A

p.D124E

Increase

0.05

Increase

0.71

Decrease

− 0.52

c.479A > T

p.K160I

Decrease

− 0.54

Decrease

− 0.89

Decrease

0.61

c.659G > T

p.G220V

Increase

0.41

Increase

0.65

Decrease

− 0.46

c.896G > C

p.R299P

Decrease

− 0.57

Decrease

− 0.75

Decrease

− 2.22

c.944G > C

p.R315P

Decrease

− 0.53

Decrease

− 0.86

Decrease

− 1.26

c.1246C > T

p.R416C

Decrease

− 0.16

Decrease

− 0.58

Decrease

− 0.3

K10

c.502G > C

p.E168Q

Increase

0.39

Increase

0.70

Decrease

− 0.01

c.679G > T

p.A227S

Decrease

− 1

Decrease

− 0.71

Decrease

− 0.19

c.715G > C

p.E239Q

Decrease

− 0.12

Decrease

− 0.64

Decrease

− 0.28

c.730C > G

p.L244V

Decrease

− 1

Decrease

− 0.94

Decrease

− 2.03

c.770G > T

p.R257M

Increase

0.53

Increase

0.81

Decrease

− 0.47

Moderate

K14

c.388C > G

p.L130V

Decrease

− 1

Decrease

− 1

Decrease

− 1.67

c.415G > C

p.A139P

Decrease

− 0.63

Decrease

− 0.88

Decrease

− 1.89

c.419A > T

p.N140I

Decrease

− 0.23

Decrease

− 0.67

Increase

1.57

c.442C > T

p.R148C

Decrease

− 1

Decrease

− 1

Decrease

− 0.28

c.512A > T

p.D171V

Decrease

− 0.37

Decrease

− 1

Decrease

− 0.36

c.519G > T

p.R173S

Decrease

− 1

Decrease

− 1

Decrease

− 2.37

c.904G > C

p.A302P

Increase

0.63

Increase

0.73

Decrease

− 3.34

c.1057G > C

p.A353P

Decrease

− 0.58

Decrease

− 0.65

Increase

− 0.65

c.1234A > T

P.I412F

Decrease

− 1

Decrease

− 0.69

Decrease

− 0.95

K10

c.479A > C

p.Y160S

Decrease

− 0.47

Decrease

− 0.64

Decrease

− 1.16

c.520C > A

p.L174M

Decrease

− 1

Decrease

− 1

Decrease

0.12

c.674A > C

p.D225A

Decrease

− 0.39

Decrease

− 0.78

Decrease

− 0.76

c.704G > T

p.R235M

Decrease

− 0.45

Decrease

− 0.89

Decrease

− 0.59

c.711G > T

p.K237N

Decrease

− 0.60

Decrease

− 1

Increase

0.26

c.785T > A

p.L262Q

Decrease

− 1

Decrease

− 1

Decrease

− 1.82

K16

c.667C > G

p.L223V

Decrease

− 1

Decrease

− 1

Decrease

− 1.39

K17

c.503A > T

p.D168V

Decrease

− 0.30

Decrease

− 0.60

Decrease

− 0.73

c.662A > T

p.N221I

Decrease

− 0.70

Increase

0.62

Increase

1.64

c.682G > C

p.A228P

Decrease

− 0.04

Increase

0.61

Decrease

− 2.48

c.907C > T

p.L303F

Decrease

− 1

Decrease

− 1

Decrease

0.95

c.986C > T

p.A329V

Decrease

− 0.34

Decrease

− 0.88

Decrease

0.12

c.1070G > T

p.R357L

Increase

0.15

Increase

0.68

Increase

0.66

  1. CDS coding sequences, AA amino acid, SVM support vector machine, SVMCS SVM confidence score, NN neural network, NNCS neural network confidence score, DDG free energy change value