PMID- 23793146 OWN - NLM STAT- MEDLINE DA - 20130624 DCOM- 20131017 LR - 20140220 IS - 1399-0047 (Electronic) IS - 0907-4449 (Linking) VI - 69 IP - Pt 7 DP - 2013 Jul TI - How good are my data and what is the resolution? PG - 1204-14 LID - 10.1107/S0907444913000061 [doi] AB - Following integration of the observed diffraction spots, the process of `data reduction' initially aims to determine the point-group symmetry of the data and the likely space group. This can be performed with the program POINTLESS. The scaling program then puts all the measurements on a common scale, averages measurements of symmetry-related reflections (using the symmetry determined previously) and produces many statistics that provide the first important measures of data quality. A new scaling program, AIMLESS, implements scaling models similar to those in SCALA but adds some additional analyses. From the analyses, a number of decisions can be made about the quality of the data and whether some measurements should be discarded. The effective `resolution' of a data set is a difficult and possibly contentious question (particularly with referees of papers) and this is discussed in the light of tests comparing the data-processing statistics with trials of refinement against observed and simulated data, and automated model-building and comparison of maps calculated with different resolution limits. These trials show that adding weak high-resolution data beyond the commonly used limits may make some improvement and does no harm. FAU - Evans, Philip R AU - Evans PR AD - MRC Laboratory of Molecular Biology, Hills Road, Cambridge CB2 0QH, England. pre@mrc-lmb.cam.ac.uk FAU - Murshudov, Garib N AU - Murshudov GN LA - eng GR - MC_U105178845/Medical Research Council/United Kingdom GR - MC_UP_A025_1012/Medical Research Council/United Kingdom GR - U105178845/Medical Research Council/United Kingdom PT - Journal Article PT - Research Support, Non-U.S. Gov't DEP - 20130613 PL - United States TA - Acta Crystallogr D Biol Crystallogr JT - Acta crystallographica. Section D, Biological crystallography JID - 9305878 SB - IM MH - *Algorithms MH - Anisotropy MH - Computer Simulation MH - *Crystallography, X-Ray MH - *Data Interpretation, Statistical MH - *Image Interpretation, Computer-Assisted MH - Models, Molecular MH - Software PMC - PMC3689523 OID - NLM: PMC3689523 OTO - NOTNLM OT - data reduction OT - data scaling OT - data statistics OT - software EDAT- 2013/06/26 06:00 MHDA- 2013/10/18 06:00 CRDT- 2013/06/25 06:00 PHST- 2012/09/07 [received] PHST- 2013/01/02 [accepted] PHST- 2013/06/13 [epublish] AID - S0907444913000061 [pii] AID - 10.1107/S0907444913000061 [doi] PST - ppublish SO - Acta Crystallogr D Biol Crystallogr. 2013 Jul;69(Pt 7):1204-14. doi: 10.1107/S0907444913000061. Epub 2013 Jun 13. PMID- 21460446 OWN - NLM STAT- MEDLINE DA - 20110404 DCOM- 20110627 LR - 20141105 IS - 1399-0047 (Electronic) IS - 0907-4449 (Linking) VI - 67 IP - Pt 4 DP - 2011 Apr TI - An introduction to data reduction: space-group determination, scaling and intensity statistics. PG - 282-92 LID - 10.1107/S090744491003982X [doi] AB - This paper presents an overview of how to run the CCP4 programs for data reduction (SCALA, POINTLESS and CTRUNCATE) through the CCP4 graphical interface ccp4i and points out some issues that need to be considered, together with a few examples. It covers determination of the point-group symmetry of the diffraction data (the Laue group), which is required for the subsequent scaling step, examination of systematic absences, which in many cases will allow inference of the space group, putting multiple data sets on a common indexing system when there are alternatives, the scaling step itself, which produces a large set of data-quality indicators, estimation of |F| from intensity and finally examination of intensity statistics to detect crystal pathologies such as twinning. An appendix outlines the scoring schemes used by the program POINTLESS to assign probabilities to possible Laue and space groups. FAU - Evans, Philip R AU - Evans PR AD - MRC Laboratory of Molecular Biology, Cambridge, England. pre@mrc-lmb.cam.ac.uk LA - eng GR - BB/F020228/1/Biotechnology and Biological Sciences Research Council/United Kingdom GR - MC_G0900846/Medical Research Council/United Kingdom GR - MC_U105178845/Medical Research Council/United Kingdom PT - Journal Article DEP - 20110318 PL - England TA - Acta Crystallogr D Biol Crystallogr JT - Acta crystallographica. Section D, Biological crystallography JID - 9305878 SB - IM MH - Crystallography, X-Ray/*methods MH - *Numerical Analysis, Computer-Assisted MH - Probability MH - Software PMC - PMC3069743 OID - NLM: PMC3069743 EDAT- 2011/04/05 06:00 MHDA- 2011/06/28 06:00 CRDT- 2011/04/05 06:00 PHST- 2010/08/04 [received] PHST- 2010/10/05 [accepted] PHST- 2011/03/18 [epublish] AID - S090744491003982X [pii] AID - 10.1107/S090744491003982X [doi] PST - ppublish SO - Acta Crystallogr D Biol Crystallogr. 2011 Apr;67(Pt 4):282-92. doi: 10.1107/S090744491003982X. Epub 2011 Mar 18.