idpr: A package for profiling and analyzing Intrinsically Disordered Proteins in R

PLoS One. 2022 Apr 18;17(4):e0266929. doi: 10.1371/journal.pone.0266929. eCollection 2022.

Abstract

Intrinsically disordered proteins (IDPs) and intrinsically disordered regions (IDRs) are proteins or protein-domains that do not have a single native structure, rather, they are a class of flexible peptides that can rapidly adopt multiple conformations. IDPs are quite abundant, and their dynamic characteristics provide unique advantages for various biological processes. The field of "unstructured biology" has emerged, in part, because of numerous computational studies that had identified the unique characteristics of IDPs and IDRs. The package 'idpr', short for Intrinsically Disordered Proteins in R, implements several R functions that match the established characteristics of IDPs to protein sequences of interest. This includes calculations of residue composition, charge-hydropathy relationships, and predictions of intrinsic disorder. Additionally, idpr integrates several amino acid substitution matrices and calculators to supplement IDP-based workflows. Overall, idpr aims to integrate tools for the computational analysis of IDPs within R, facilitating the analysis of these important, yet under-characterized, proteins. The idpr package can be downloaded from Bioconductor (https://bioconductor.org/packages/idpr/).

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Amino Acid Sequence
  • Amino Acid Substitution
  • Intrinsically Disordered Proteins* / chemistry
  • Protein Conformation

Substances

  • Intrinsically Disordered Proteins