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XDSCC12 is a program for generating delta-CC<sub>1/2</sub> values for XDS_ASCII.HKL, or for XSCALE.HKL containing several files of type XDS_ASCII.HKL after scaling in XSCALE (with MERGE=FALSE).  
XDSCC12 is a program for generating [[CC1/2|delta-CC<sub>1/2</sub>]] and delta-CC<sub>1/2-ano</sub> values for XDS_ASCII.HKL (written by [[XDS]]), or for XSCALE.HKL (written by [[XSCALE]]) containing data from several files of type XDS_ASCII.HKL after scaling (with MERGE=FALSE).  


It implements the method described in Assmann, Brehm and Diederichs (2016) Identification of rogue datasets in serial crystallography. J. Appl. Cryst. 49, 1021 [http://journals.iucr.org/j/issues/2016/03/00/zw5005/zw5005.pdf], and it does this not only for the individual datasets in XSCALE.HKL, but also for individual frames, or groups of frames, of a single dataset collected with the rotation method and processed by [[XDS]].
It implements the method described in Assmann, Brehm and Diederichs (2016) Identification of rogue datasets in serial crystallography. J. Appl. Cryst. 49, 1021 [http://journals.iucr.org/j/issues/2016/03/00/zw5005/zw5005.pdf], and it does this not only for the individual datasets in XSCALE.HKL, but also for individual frames, or groups of frames, of a single dataset collected with the rotation method and processed by [[XDS]].


The program can be downloaded for [ftp://turn5.biologie.uni-konstanz.de/pub/xdscc12.rhel6.64 Linux 64bit] or [ftp://turn5.biologie.uni-konstanz.de/pub/xdscc12-mac Mac].
The program can be downloaded for [https://{{SERVERNAME}}/pub/linux_bin/xdscc12 Linux] or [https://{{SERVERNAME}}/pub/mac_bin/xdscc12 Mac].


Usage (this text can be obtained with xdscc12 -h):
Usage (this text can be obtained with <code>xdscc12 -h</code>):
<pre>
<pre>
usage: deltacc12 -dmin <lowres> -dmax <highres> -nbin <nbin> -mode <1 or 2> -<abcdeftwz> FILE_NAME
xdscc12 KD 2019-04-30. Academic use only; no redistribution. -h option shows options.
dmax (default 999A), dmin (default 1A) and nbin (default 10) have the usual meanings.
Please cite Assmann, G., Brehm, W., Diederichs, K. (2016) J.Appl.Cryst. 49, 1021-1028
running 'xdscc12 -h' on 20190502 at 16:11:46 +0200
usage: xdscc12 [-dmin <lowres>] [-dmax <highres>] [-nbin <nbin>] [-mode <1 or 2>] [-<abcdefstwz>] [-r <ref>] FILE_NAME
dmin (default 999A), dmax (default 1A) and nbin (default 10) have the usual meanings.
mode can be 1 (equal volumes of resolution shells) or 2 (increasing volumes; default).
mode can be 1 (equal volumes of resolution shells) or 2 (increasing volumes; default).
  -t: total oscillation (degree) to batch fine-sliced frames into
  -r: next parameter: ASCII reference file with lines: h,k,l,Fcalc or h,k,l,Fcalc+,Fcalc-
other options can be combined (e.g. -def), and switch the following off:
      this allows calculation of CC of isomorphous signal with reference
  -a: individual isomorphous summary values
  -s: read two columns from reference: Fcalc(+), Fcalc(-).
  -b: individual (Fisher-transformed) delta-CC1/2 values
      this allows calculation of CC of anomalous signal with that of reference
  -c: individual delta-CC1/2 reflection numbers
  -t: total oscillation (degree) to batch fine-sliced frames into
  -d: individual anomalous summary values
FILE_NAME can be XDS or XSCALE reflection file
  -e: individual (Fisher-transformed) delta-CC1/2ano values
other options can be combined (e.g. -def), and switch the following OFF:
  -f: individual delta-CC1/2ano reflection numbers
  -a: individual isomorphous summary values
  -w: weighting of intensities with their sigmas
  -b: individual (Fisher-transformed) delta-CC1/2 values
  -z: Fisher transformation of delta-CC1/2 values
  -c: individual delta-CC1/2 reflection numbers
  -d: individual anomalous summary values
  -e: individual (Fisher-transformed) delta-CC1/2ano values
  -f: individual delta-CC1/2ano reflection numbers
  -w: weighting of intensities with their sigmas
  -z: Fisher transformation of delta-CC1/2 values
</pre>
</pre>


The program output is terse but supposed to be self-explanatory. Part of it is most easily visualized via XDSGUI, however, that currently deals with the isomorphous signal of a batch of frames (width chosen with the -t option) relative to all data.
The program output in the terminal window is terse but supposed to be self-explanatory; it can (and most often should) be saved or re-directed to a file.
xdscc12 ... > xdscc12.log  #  or xdscc12 ... | tee xdscc12.log
All statistics (tables) produced by xdscc12 may be visualized with e.g. gnuplot, after grepping the relevant lines from the output.
If xdscc12 is used with a XDS_ASCII.HKL reflection file (from XDS), the isomorphous delta-CC<sub>1/2</sub> of a batch of frames (width chosen with the -t option) relative to all data is most easily visualized via [[XDSGUI]] (Statistics tab). Negative numbers indicate a worsening of the overall signal.


For multiple datasets, the output lines show the contribution of each dataset toward the total CC<sub>1/2</sub>. Negative numbers indicate a worsening of the overall signal.
If xdscc12 is used with a XSCALE.HKL generated from multiple datasets, the output lines show the contribution of each dataset toward the total CC<sub>1/2</sub>. In this case, the program writes a file called XSCALE.INP.rename_me which shows statistics of delta-CC<sub>1/2</sub> and delta-CC<sub>1/2-ano</sub> values, and has a sorted enumeration of the INPUT_FILEs - the first of these provides the best data set, and the last one is the worst one. This XSCALE.INP.rename_me can then be edited (i.e. for deleting a few data sets with very negative delta-CC<sub>1/2</sub>), and renamed to XSCALE.INP.


All statistics are given for the isomorphous and the anomalous signal.
Statistics are given (in resolution shells) for the isomorphous and the anomalous signal. In case of [[SSX]] data (which have few reflections per data set, compared to complete data sets), we typically use nbin of 1 in xdscc12.
 
To find out about the influence of the ''a'' and ''b'' parameters of the XDS/XSCALE-adjusted error model, you may try the -w option; this assigns the same sigma to all reflections. Likewise, the [https://en.wikipedia.org/wiki/Fisher_transformation Fisher transformation], which serves to make changes in CC<sub>1/2</sub> comparable across resolution ranges, may be switched off for testing purposes, with the -z option.
 
== Correlation against a reference data set (-r <reference> option) ==
The correlation of the experimental data set against the user-supplied reference data is shown in the lines starting with r.
To prepare a reference data set if the refinement was done with phenix.refine, one could use e.g.
<pre>
mtz2various hklin 2bn3_refine_001.mtz hklout temp.hkl <<eof
OUTPUT USER *
LABIN FC=F-model PHIC=PHIF-model
END
eof
</pre>
- the column corresponding to PHIC will not be used by xdscc12. Alternatively,
<pre>
sftools
read mymodel_001.mtz
write temp.hkl format(3i5,f10.3) col F-model
y
quit
</pre>
 
=== Reference data with anomalous signal (additional -s option) ===
The correlation of the anomalous difference of the experimental data set against the anomalous signal of the user-supplied reference data is shown in the lines starting with s.
A simple way to obtain Fcalc(+) and Fcalc(-) is to run <code>phenix.refine</code> with options (in case of S as anomalous scatterer)
refinement.input.xray_data.labels="F(+),SIGF(+),F(-),SIGF(-),merged"  refinement.refine.anomalous_scatterers.group.selection="element S" strategy=individual_sites+individual_adp+group_anomalous+occupancies
and then
<pre>
sftools <<eof
read mymodel_001.mtz
write anom-reference.hkl format(3i5,2f10.3) col "F-model(+)" "F-model(-)"
y
quit
eof
</pre>
in which case <code>sftools</code> outputs only the acentric reflections - only those have anomalous differences. <code>XDSCC12</code> then has to be run with the <code>-s -r anom-reference.hkl</code> option.
 
== See also ==
 
A complete description of how to process serial crystallography data with XDS/XSCALE is given in [[SSX]].
 
A program that implements the method of [https://doi.org/10.1107/S1399004713025431 Brehm and Diederichs (2014)] and theory of [https://doi.org/10.1107/S2059798317000699 Diederichs (2017)] is [[xscale_isocluster]].
 
To remove bad frames from a XDS_ASCII.HKL file, you can use the program [[exclude_data_range_from_XDS_ASCII.HKL]], or re-INTEGRATE with the keyword [http://xds.mpimf-heidelberg.mpg.de/html_doc/xds_parameters.html#EXCLUDE_DATA_RANGE= EXCLUDE_DATA_RANGE] in [[XDS.INP]].
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