Research Article

In Silico Analysis of Coding/Noncoding SNPs of Human RETN Gene and Characterization of Their Impact on Resistin Stability and Structure

Table 3

Prediction of change in protein stability using I-Mutant2.0 and MUpro.

PositionI-Mutant2.0MUpro
DDG value (kcal/mol)DDG valueSVMNN (kcal/mol)

I32S-2.45 (decrease)-1.490 (decrease)-0.80 (decrease)-0.96 (decrease)
C51Y-0.89 (decrease)-0.234 (decrease)-0.20 (decrease)-0.69 (decrease)
G58R-0.15 (decrease)-0.95 (decrease)-0.22 (decrease)-0.73 (decrease)
G58E-1.43 (decrease)-0.913 (decrease)0.23 (increase)-0.67 (decrease)
G66R-1.74 (decrease)-0.84 (decrease)0.48 (increase)0.51 (increase)
C74W-0.76 (decrease)-0.69 (decrease)0.54 (increase)0.85 (increase)
C78S-0.63 (decrease)-1.513 (decrease)-0.09 (decrease)0.87 (increase)
G79C-0.89 (decrease)-0.842 (decrease)-0.84 (decrease)-0.38 (decrease)
D97E0.52 (increase)-0.77 (decrease)0.025 (increase)-0.65 (decrease)
W98C-1.14 (decrease)-0.442 (decrease)-0.77 (decrease)-0.92 (decrease)
W98L-0.59 (decrease)0.16 (increase)-0.10 (decrease)0.691 (increase)
C103G-1.05 (decrease)-1.63 (decrease)-0.80 (decrease)0.547 (increase)
C104Y0.32 (increase)-1.03 (decrease)-0.36 (decrease)-0.80 (decrease)

DDG: delta delta G; SVM: support vector machine; NN: neural network.