Variant | Function prediction | Stability prediction | |||||||
---|---|---|---|---|---|---|---|---|---|
SIFT† | Mutation Taster2‡ | Mutation assessor§ | i-Mutant2.0¶ | MUpro†† | iStable‡‡ | ||||
Prediction | DDG value | Prediction | Conf. score | Prediction | Conf. score | ||||
c.3329G > A (p.Arg1110Gln) | Deleterious | Disease causing | Decrease | −1.02 | Decrease | −0.68 | Decrease | 0.72 | |
c.4027C > T (p.Leu1343Phe) | Deleterious | Disease causing | Medium | Decrease | −1.23 | Decrease | −1 | Decrease | 0.87 |
†SIFT classifies an amino acid substitution as “deleterious” or “tolerated” according to the normalized probability. A substitution is predicted as deleterious if the score is < 0.05 and tolerated if the score is ≥ 0.05.
‡Mutation Taster2 predicts an alteration as one of 4 possible types: “disease causing,” “disease causing automatic”, “polymorphism,” and “polymorphism automatic.”
§Mutation assessor outputs the annotations of functional impact of a variant as functional (high, medium), predicted non-functional (low, neutral).
¶I-Mutant2.0 outputs free energy change value (DDG) between mutant and wild-type protein. Stability decreases if DDG < 0 and increases if DDG > 0.
††MUpro uses a confidence score between -1 and 1 to predict the effects of mutation on protein stability and measure the confidence of the prediction. A score < 0 means the mutation decreases the protein stability, and the smaller the score, the more confident the prediction. Conversely, a score > 0 means the mutation increases the protein stability, and the bigger the score, the more confident the prediction.
‡‡iStable outputs the prediction as “stability decrease” or “stability increase.”