Protein Mutation Database
ARTEMISININ RESISTANCE PREDICTION

Explore predicted ART-R risk across amino-acid substitutions

Select one of the 56 candidate genes prioritized among the top-performing protein-sequence models in validation andor independent test cohorts. Enter one or more amino-acid substitutions to view their model-predicted ART-R scores and an interactive protein-wide prediction heatmap.

Specific mutation(s) -> Amino-acid substitutions

Separate mutations with commas, spaces, semicolons, or new lines. Leave blank to view the whole-protein heatmap only.
56proteins loaded
19scored substitutions per position
0.5blue/red rankscore boundary