Improving Protein Disorder Prediction with DISpro
Author Information
Author(s): Hecker Joshua, Yang Jack Y, Cheng Jianlin
Primary Institution: University of Central Florida
Hypothesis
Can the DISpro tool be enhanced to allow users to adjust sensitivity and specificity thresholds for protein disorder predictions?
Conclusion
The evaluation and extension of DISpro make it a more valuable and useful tool for structural and functional genomics.
Supporting Evidence
- DISpro was benchmarked against seven other disorder predictors.
- The study created a large dataset from the Protein Data Bank.
- DISpro allows users to set different thresholds for sensitivity and specificity.
Takeaway
This study improved a tool called DISpro that helps scientists find parts of proteins that don't have a fixed shape, making it easier to study how proteins work.
Methodology
The study created a large dataset of protein sequences and benchmarked the DISpro tool against other predictors by varying decision thresholds.
Limitations
The dataset may differ slightly from the official dataset used in CASP7 evaluations.
Digital Object Identifier (DOI)
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