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Re: [ccp4bb] how to improve Rfree? |
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CCP4bb navigationCCP4bb <-- 1999 <-- November 1999 <-- 30 November 1999Subject: Re: how to improve Rfree? From: Eleanor Dodson ccp4 {- at -} YSBL {- dot -} YORK {- dot -} AC {- dot -} UK Date: 2009-10-19 This is a perennial Q, and one without a good answer. There are some pretty uncontriversible facts. If you have atomic resolution your R and Rfree will be pretty close - 90-95% of data gives you a pretty well correct structure and the FreeR will reflect that.. If you have low resolution and you get the spacegroup wrong - eg call P3122 P31 and assign the FreeR set without taking account of the extra symmetry your R and Rfree will be pretty close! but that doesnt mean you have a better structure.. If you have non-crystallographic symmetry the effects are uncertain, but in many cases this too gives you a lower than expected FreeR value, and again, that doesnt mean you have a better structure.. In general the difference in R and Rfree should be correlated with the resolution, but there doesnt seem to be any absolute level of expectation; thee are toomany other variables to consider.. Eleanor Pavel Afonine wrote: > Hi Sivia, > > you say the resolution is 1.8A, and your R-work=0.19 and R-free=0.27. > > Here is the distribution of R-factors for structures in PDB deposited at similar > resolution (in range between 1.75A and 1.85A): > > Histogram of Rwork for all model in PDB at resolution 1.75-1.85: > 0.114 - 0.130 : 6 > 0.130 - 0.147 : 48 > 0.147 - 0.163 : 221 > 0.163 - 0.180 : 484 > 0.180 - 0.196 : 718 <<< your structure > 0.196 - 0.212 : 508 > 0.212 - 0.229 : 271 > 0.229 - 0.245 : 105 > 0.245 - 0.262 : 20 > 0.262 - 0.278 : 7 > Histogram of Rfree for all model in PDB at resolution 1.75-1.85: > 0.153 - 0.171 : 17 > 0.171 - 0.190 : 127 > 0.190 - 0.208 : 380 > 0.208 - 0.227 : 647 > 0.227 - 0.245 : 648 > 0.245 - 0.263 : 360 > 0.263 - 0.282 : 132 <<< your structure > 0.282 - 0.300 : 64 > 0.300 - 0.319 : 10 > 0.319 - 0.337 : 3 > Histogram of Rfree-Rwork for all model in PDB at resolution 1.75-1.85: > 0.001 - 0.013 : 41 > 0.013 - 0.025 : 336 > 0.025 - 0.036 : 852 > 0.036 - 0.048 : 693 > 0.048 - 0.060 : 309 > 0.060 - 0.072 : 98 > 0.072 - 0.084 : 40 <<< your structure > 0.084 - 0.095 : 11 > 0.095 - 0.107 : 4 > 0.107 - 0.119 : 4 > > You also mentioned you cut the data off (the actual resolution is 1.6A). Doing > so just to improve R-factor doesn't seem like a good idea. > > Similar histograms for structures at around 1.6A resolution: > > Histogram of Rwork for all model in PDB at resolution 1.55-1.65: > 0.099 - 0.119 : 5 > 0.119 - 0.138 : 26 > 0.138 - 0.158 : 132 > 0.158 - 0.177 : 349 > 0.177 - 0.197 : 447 <<< your structure > 0.197 - 0.217 : 281 > 0.217 - 0.236 : 129 > 0.236 - 0.256 : 17 > 0.256 - 0.275 : 6 > 0.275 - 0.295 : 1 > Histogram of Rfree for all model in PDB at resolution 1.55-1.65: > 0.137 - 0.156 : 6 > 0.156 - 0.175 : 45 > 0.175 - 0.195 : 208 > 0.195 - 0.214 : 391 > 0.214 - 0.233 : 395 > 0.233 - 0.253 : 200 > 0.253 - 0.272 : 96 <<< your structure > 0.272 - 0.291 : 37 > 0.291 - 0.311 : 12 > 0.311 - 0.330 : 3 > Histogram of Rfree-Rwork for all model in PDB at resolution 1.55-1.65: > 0.001 - 0.010 : 27 > 0.010 - 0.019 : 217 > 0.019 - 0.029 : 374 > 0.029 - 0.038 : 350 > 0.038 - 0.047 : 233 > 0.047 - 0.056 : 106 > 0.056 - 0.065 : 49 > 0.065 - 0.075 : 23 > 0.075 - 0.084 : 10 <<< your structure > 0.084 - 0.093 : 4 > > > Pavel. > > > > > On 10/19/09 5:49 AM, Sylvia Fanucchi wrote: > > Web Bug from cid:part1.00000305.09050909@lbl.gov > > > > Dear all > > > > I have been refining my structure using refmac5 restrained refinement and the > > model currently has an R-factor of 0.19. What is concerning me is that there > > is quite a big discrepancy between the Rfree and the R-factor, with the Rfree > > being around 0.27. Furthermore, after about 10 rounds of refinement, the > > R-free actually starts to increase slightly although the R-factor continues to > > decrease. Does this mean that there is significant bias in my model? Does > > anybody know how I could go about addressing this problem? > > > > Thanks for any help J > > > > **Sylvia Fanucchi Ph.D** > > > > **Protein Structure-Function Research Unit** > > East Campus, Gate House Room 416 > > School of Molecular and Cell Biology > > University of the Witwatersrand > > Johannesburg 2050 > > South Africa > > > > Tel: +27 (11) 717-6348 Fax: +27 (11) 717-6351 > > E-mail: Sylvia.Fanucchi@wits.ac.za > > > > > > > > This communication is intended for the addressee only. It is confidential. If > > you have received this communication in error, please notify us immediately > > and destroy the original message. You may not copy or disseminate this > > communication without the permission of the University. Only authorized > > signatories are competent to enter into agreements on behalf of the University > > and recipients are thus advised that the content of this message may not be > > legally binding on the University and may contain the personal views and > > opinions of the author, which are not necessarily the views and opinions of > > The University of the Witwatersrand, Johannesburg. All agreements between the > > University and outsiders are subject to South African Law unless the > > University agrees in writing to the contrary. > > > CCP4bb navigationCCP4bb <-- 1999 <-- November 1999 <-- 30 November 1999 |
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