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    Hi Felix,<br>
    <br>
    NCS: given state-of-the-art NCS restraints there is (probably) no
    clear-cut answer, but there are three ones: "definitely yes",
    "definitely no", and "try to find out". Obviously, at low enough
    resolution NCS should be always used (say ~2A and lower), simply
    because this provides a luxury of additional a priori information to
    alleviate the poor data-to-parameters ratio problem. Obviously, at
    high enough resolution (~1.5-1.7A or so) NCS should not be used
    since the amount of data may be enough to see actual differences
    between NCS copies, and using NCS would probably wipe out these
    difference (or at least there is such a risk). In the grey area,
    ~1.7-2.0A, one should try using vs not using NCS to know for sure.<br>
    <br>
    Also, it may be good to mention that if the NCS groups are selected
    perfectly (that for example includes making sure to not apply NCS to
    atoms that do not obey NCS) then most likely NCS could be used at
    any resolution.<br>
    <br>
    Rfree: at very high resolution not including 5-10% of the data
    probably wouldn't hurt too much (provided that the data complete).
    Having free-R may be handy even at subatomic resolution: for
    example, to illustrate/prove that using IAS (Interatomic Scatterers
    model) or Multipoles actually improves your model and not overfits
    the data. Note, when multipolar model is used, it is 32 (or 28 - I
    forgot?) refinable parameters per atom, so the data-to-parameters
    ratio for a macromolecule may not be that great even at ~0.9-0.7A
    resolution! Computing less biased maps is another reason to keep the
    free set of reflections: note, the m and D in 2mFo-DFc and mFo-DFc
    maps have to be computed using free reflections.<br>
    <br>
    Pavel<br>
    <br>
    <br>
    On 1/31/12 10:07 AM, Felix Frolow wrote:
    <blockquote
      cite="mid:4481A9C4-D6A7-4516-946D-4E721B340F3F@post.tau.ac.il"
      type="cite">
      <div>
        <div>
          <div><font class="Apple-style-span" size="4">
              <div style="margin-top: 0px; margin-right: 0px;
                margin-bottom: 0px; margin-left: 0px; font: normal
                normal normal 14px/normal Helvetica; ">I have a question
                of &nbsp;general significance: in what resolution NCS
                restrains and Rfree become IRRELEVANT?</div>
              <div style="margin-top: 0px; margin-right: 0px;
                margin-bottom: 0px; margin-left: 0px; font: normal
                normal normal 14px/normal Helvetica; ">Axel Brunger
                invented Rfree to save our necks from refining garbage
                into the structure distantly looking like protein.</div>
              <div style="margin-top: 0px; margin-right: 0px;
                margin-bottom: 0px; margin-left: 0px; font: normal
                normal normal 14px/normal Helvetica; ">Since than Rfree
                was idolized. However, there is a big difference between
                structures at &nbsp;4.1 Angstrom and 1.4 Angstrom.&nbsp;</div>
              <div style="margin-top: 0px; margin-right: 0px;
                margin-bottom: 0px; margin-left: 0px; font: normal
                normal normal 14px/normal Helvetica; ">In small molecule
                crystallography we can easily achieve 10 or 20
                observations per refined parameter (depends on presence
                or absence of inversion center), therefore, no one care
                about Rfree in the small molecules community.</div>
              <div style="margin-top: 0px; margin-right: 0px;
                margin-bottom: 0px; margin-left: 0px; font: normal
                normal normal 14px/normal Helvetica; ">In the well
                ordered protein structures, the bulk water region is
                working against us lowering diffraction strength
                contributing to 1/Volume, but it is also on our side
                minimizing a volume occupied&nbsp;</div>
              <div style="margin-top: 0px; margin-right: 0px;
                margin-bottom: 0px; margin-left: 0px; font: normal
                normal normal 14px/normal Helvetica; ">by protein
                molecules (less atoms, fewer parameters). I have a
                structure (not yet published) where for 18000 protein
                atoms and about 9000 other atoms &nbsp;(water molecules,
                sulfate ions, sugars from cryo-protection etc)</div>
              <div style="margin-top: 0px; margin-right: 0px;
                margin-bottom: 0px; margin-left: 0px; font: normal
                normal normal 14px/normal Helvetica; ">there are
                &nbsp;750,000 independent observations. It makes about 28
                observations per atom and together with the chemical
                observations such as bonds and angles which rarely
                differs from their classical values defined by small
                structures,&nbsp;if we keep anomalous data properly scaled
                and separated (there will be differences in good data
                sets that depends on S atoms and some other ions in
                solute, or even oxygen atoms) -</div>
              <div style="margin-top: 0px; margin-right: 0px;
                margin-bottom: 0px; margin-left: 0px; font: normal
                normal normal 14px/normal Helvetica; ">we have quite
                good ratio of observations per refined parameter.</div>
              <div style="margin-top: 0px; margin-right: 0px;
                margin-bottom: 0px; margin-left: 0px; font: normal
                normal normal 14px/normal Helvetica; ">So my question
                is: Do WE and WHAT FOR need to mess with Rfree in
                structures of relatively/very high resolutions?&nbsp;</div>
              <div><br>
              </div>
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          <div apple-content-edited="true">
            Dr Felix Frolow &nbsp;&nbsp;<br>
            Professor of Structural Biology and&nbsp;Biotechnology<br>
            Department of Molecular Microbiology<br>
            and Biotechnology<br>
            Tel Aviv University 69978, Israel<br>
            <br>
            Acta Crystallographica F, co-editor<br>
            <br>
            e-mail: <a moz-do-not-send="true"
              href="mailto:mbfrolow@post.tau.ac.il">mbfrolow@post.tau.ac.il</a><br>
            Tel: &nbsp;++972-3640-8723<br>
            Fax: ++972-3640-9407<br>
            Cellular: 0547 459 608
          </div>
          <br>
          <div>
            <div>On Jan 31, 2012, at 17:35 , Pavel Afonine wrote:</div>
            <br class="Apple-interchange-newline">
            <blockquote type="cite">
              <div>Hi Simon,<br>
                <br>
                the difference is well illustrated in<br>
                <br>
                F. Fabiola, A. Korostelev and M. S. Chapman<br>
                Acta Cryst. (2006). D62, 227-238<br>
                Bias in cross-validated free R factors: mitigation of
                the effects of non-crystallographic symmetry<br>
                <br>
                The question is whether we can reproduce it in the exact
                same set of test structures.<br>
                <br>
                Pavel<br>
                <br>
                On 1/31/12 1:46 AM, Simon Kolstoe wrote:<br>
                <blockquote type="cite">Thanks for the interesting
                  comments.<br>
                </blockquote>
                <blockquote type="cite"><br>
                </blockquote>
                <blockquote type="cite">I was just wondering what sort
                  of "difference" we are expecting to see? Is it just a
                  case of preventing an artificially lowered Rfree or is
                  there an expectation to see a difference in the
                  quality of the electron density?<br>
                </blockquote>
                <blockquote type="cite"><br>
                </blockquote>
                <blockquote type="cite">Simon<br>
                </blockquote>
                <blockquote type="cite"><br>
                </blockquote>
                <blockquote type="cite">---------------------------------------------------------------<br>
                </blockquote>
                <blockquote type="cite">Dr Simon Kolstoe<br>
                </blockquote>
                <blockquote type="cite">Laboratory for Protein
                  Crystallography<br>
                </blockquote>
                <blockquote type="cite">Wolfson Drug Discovery Unit<br>
                </blockquote>
                <blockquote type="cite">University College London<br>
                </blockquote>
                <blockquote type="cite">Rowland Hill Street, London NW3
                  2PF<br>
                </blockquote>
                <blockquote type="cite"><br>
                </blockquote>
                <blockquote type="cite">Tel: 020 7433 2765<br>
                </blockquote>
                <blockquote type="cite"><a moz-do-not-send="true"
                    href="http://www.ucl.ac.uk/%7Ermhasek">http://www.ucl.ac.uk/~rmhasek</a><br>
                </blockquote>
                <blockquote type="cite">---------------------------------------------------------------<br>
                </blockquote>
                <blockquote type="cite"><br>
                </blockquote>
                <blockquote type="cite"><br>
                </blockquote>
                <blockquote type="cite"><br>
                </blockquote>
                <blockquote type="cite">On 31 Jan 2012, at 08:47, A
                  Leslie wrote:<br>
                </blockquote>
                <blockquote type="cite"><br>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">Hi Randy,<br>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite"><br>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite"> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;I can't
                    remember if I ever mentioned this to you, but when I
                    was working on the HepB capsid structure (30 fold
                    ncs if i remember correctly) I tried using a "thin
                    shell within a thick shell" method of selecting
                    Rfree, to avoid the issue that within a thin shell
                    there are still relationships between those
                    reflections within the shell and those just outside
                    it. I forget the details, but I think I used a thin
                    shell of 1-2 rlps wide for the reflections to be
                    used for Rfree, but I also excluded from the
                    refinement reflections within a thick shell 4-5 rlps
                    wide (the thin shell was in the middle of the thick
                    shell). Because this excluded so many reflections I
                    could only have 3 thick/thin shells altogether, so I
                    chose them at low, middle and highish resolution.<br>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite"><br>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">The upshot of all this was
                    that it was no help at all. Almost regardless of,
                    say, the relative weight I put on the Xray terms, or
                    anything else I did, I could never get the Rfree to
                    go up ! The strict NCS restraints were so strong
                    that the refinement essentially always "behaved".<br>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite"><br>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">This for me destroyed all my
                    faith in this thin shell idea !<br>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite"><br>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">So this is definitely NOT an
                    example where it worked.<br>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite"><br>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">I have not sent this to the
                    bulletin board because my memory of exactly what I
                    did is a bit hazy, but the message was clear enough.<br>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite"><br>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">Cheers<br>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite"><br>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">Andrew<br>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite"><br>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite"><br>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">On 30 Jan 2012, at 17:06,
                    Randy Read wrote:<br>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite"><br>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">
                    <blockquote type="cite">I'd be meaning to contribute
                      to this debate, and now that I see my name
                      mentioned...<br>
                    </blockquote>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">
                    <blockquote type="cite"><br>
                    </blockquote>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">
                    <blockquote type="cite">I used to be a very strong
                      believer in selecting the cross-validation data in
                      thin shells, when you have NCS. &nbsp;I even had a
                      recollection (a case of false memory syndrome, it
                      seems) that we did this for our own case of
                      20-fold NCS, i.e. four copies of the Shiga-like
                      toxin B-subunit pentamer cocrystallized with the
                      Gb3 trisaccharide (Ling et al, 1998).<br>
                    </blockquote>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">
                    <blockquote type="cite"><br>
                    </blockquote>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">
                    <blockquote type="cite">As a believer in thin
                      shells, I was trying to convince Pavel to put an
                      option for this in Phenix (like the one in
                      sftools). &nbsp;He said that he'd never seen any
                      evidence that it was necessary or made any
                      difference. &nbsp;So I went back to the Shiga-like
                      toxin structure and started parallel refinements
                      from the MR solution, either choosing the
                      cross-validation data randomly or in thin shells.
                      &nbsp;And, guess what, I couldn't see any significant
                      difference in how well the refinement went, even
                      though I was pretty certain before doing that
                      experiment that it would make a big difference.
                      &nbsp;In fact, both refinements went pretty well.<br>
                    </blockquote>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">
                    <blockquote type="cite"><br>
                    </blockquote>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">
                    <blockquote type="cite">So if thin shells aren't
                      necessary even in an extreme case of NCS, then I
                      suspect that they're not that useful in the more
                      usual case of lower-order NCS.<br>
                    </blockquote>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">
                    <blockquote type="cite"><br>
                    </blockquote>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">
                    <blockquote type="cite">In any case, there is a
                      problem even with the thin shells (which Bart
                      Hazes pointed out even as he implemented it in
                      sftools). &nbsp;The theory suggests that reflections
                      within some distance in reciprocal space of some
                      reflection or a point related to it by an NCS
                      rotation should be correlated to the original
                      reflection. &nbsp;All the points related by rotation
                      will fall into the same resolution shell but,
                      since the reciprocal-space distance is related to
                      the inverse of the diameter of the molecule, the
                      shell would have to have some thickness, and the
                      reflections at the edge of the shell would still
                      be correlated to reflections not in the shell. &nbsp;So
                      even thin-shell cross-validation doesn't get
                      around all the theoretical problems.<br>
                    </blockquote>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">
                    <blockquote type="cite"><br>
                    </blockquote>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">
                    <blockquote type="cite">I'd be interested if someone
                      has an example where it really does make a
                      difference, but in the meantime it's hard to argue
                      with Pavel's point of view!<br>
                    </blockquote>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">
                    <blockquote type="cite"><br>
                    </blockquote>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">
                    <blockquote type="cite">Regards,<br>
                    </blockquote>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">
                    <blockquote type="cite"><br>
                    </blockquote>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">
                    <blockquote type="cite">Randy<br>
                    </blockquote>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">
                    <blockquote type="cite"><br>
                    </blockquote>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">
                    <blockquote type="cite">On 30 Jan 2012, at 15:26,
                      Nathaniel Echols wrote:<br>
                    </blockquote>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">
                    <blockquote type="cite"><br>
                    </blockquote>
                  </blockquote>
                </blockquote>
                <blockquote type="cite">
                  <blockquote type="cite">
                    <blockquote type="cite">
                      <blockquote type="cite">On Mon, Jan 30, 2012 at
                        3:43 AM, Simon Kolstoe&lt;<a
                          moz-do-not-send="true"
                          href="mailto:s.kolstoe@ucl.ac.uk">s.kolstoe@ucl.ac.uk</a>&gt;
                        &nbsp;wrote:<br>
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                        <blockquote type="cite">I see from a quick
                          google that it is possible to pick my Rfree's
                          using thin resolution shells (coz I've got 20
                          fold NCS), however as I am someone who tries
                          to avoid the GUI where at all possible,<br>
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                      <blockquote type="cite">Why? &nbsp;Some things are
                        simply easier to do in the GUI, or at least more<br>
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                      <blockquote type="cite">obvious - otherwise we
                        wouldn't bother writing one.<br>
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                  <blockquote type="cite">
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                        <blockquote type="cite">could someone let me
                          know what the command line way of doing this
                          is?<br>
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                <blockquote type="cite">
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                      <blockquote type="cite">In phenix.refine, you
                        probably want something like this (some<br>
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                      <blockquote type="cite">parameters optional, but
                        the defaults are probably not what most<br>
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                      <blockquote type="cite">people expect):<br>
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                      <blockquote type="cite">xray_data.r_free_flags.generate=True<br>
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                      <blockquote type="cite">xray_data.r_free_flags.fraction=0.05<br>
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                      <blockquote type="cite">xray_data.r_free_flags.max_free=None<br>
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                      <blockquote type="cite">xray_data.r_free_flags.use_dataman_shells=True<br>
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                      <blockquote type="cite">xray_data.r_free_flags.n_shells=20<br>
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                <blockquote type="cite">
                  <blockquote type="cite">
                    <blockquote type="cite">
                      <blockquote type="cite">Randy and Paul claim that
                        this doesn't help very much with the NCS<br>
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                <blockquote type="cite">
                  <blockquote type="cite">
                    <blockquote type="cite">
                      <blockquote type="cite">issue, however.<br>
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                  <blockquote type="cite">
                    <blockquote type="cite">
                      <blockquote type="cite">-Nat<br>
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