Markov Models of Amino Acid Substitution to Study Proteins with Intrinsically Disordered Regions
2011

Studying Proteins with Disordered Regions

publication Evidence: moderate

Author Information

Author(s): Adam M. Szalkowski, Maria Anisimova

Primary Institution: Swiss Institute of Bioinformatics, Lausanne, Switzerland

Hypothesis

Can an evolutionary approach reveal differences in the evolution of intrinsically disordered proteins compared to ordered proteins?

Conclusion

The study found significant differences in the evolution between ordered and disordered regions of proteins, with disorder-promoting amino acids being more conserved in disordered regions.

Supporting Evidence

  • Disorder-promoting amino acids are more conserved in intrinsically disordered regions.
  • IDRs evolve more slowly than ordered regions in some cases.
  • The study provides a new model for predicting intrinsic disorder in proteins.

Takeaway

Some proteins are flexible and don't have a fixed shape, which helps them do their jobs better. This study looked at how these flexible proteins change over time compared to more structured proteins.

Methodology

The study used Markov models to analyze amino acid substitutions in proteins with disordered regions, based on multiple sequence alignments from the DisProt database.

Potential Biases

Potential biases due to the reliance on experimentally verified annotations from the DisProt database.

Limitations

The study was limited by the relatively small sample of known intrinsically disordered proteins.

Statistical Information

P-Value

p<0.05

Statistical Significance

p<0.05

Digital Object Identifier (DOI)

10.1371/journal.pone.0020488

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