R value

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The R value is used to assess progress in the refinement of a model from X-ray crystallographic data, and can be used as one factor in evaluating the quality of a model[1][2]. R is a measure of error between the observed intensities from the diffraction pattern and the predicted intensities that are calculated from the model. R values of 0.20 or less are taken as evidence that the model is reliable.

As a rule of thumb, models with R values substantially exceeding (resolution/10) should be treated with caution. Thus, if the resolution of a model is 2.5 Å, that model's R value should not exceed 0.25. Completely erroneous models (e.g. random models) give R values of 0.40 to 0.60.

However, R values themselves must be treated with caution. Unlike the Free R, acceptable R values can be achieved despite serious errors in the model, as demonstrated unequivocally by Kleywegt & Brünger[3].

One famous pitfall that can result in a misleading R value is the addition of substantially more than one water molecule per amino acid.

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This page was adapted from the Glossary of ProteinExplorer.Org, with the permission of the principal author, Eric Martz.

LiteratureLiterature

  1. Laskowski, Roman A. 2003. Structural quality assurance. Chapter 14 in Structural Bioinformatics (2003) edited by Philip E. Bourne and Helge Weissig, Wiley-Liss, 649 pages. Complete contents at structuralbioinformaticsbook.com.
  2. Kleywegt, GJ. 2000. Validation of protein crystal structures. Acta. Crystallogr. D. Biol. Crystallogr. 56:249-265
  3. Kleywegt, GJ, AT Brünger. 1996. Checking your imagination: applications of the free R value. Structure 4:897-904. PubMed

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Eric Martz, Wayne Decatur