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    <p>Dear John,<br>
    </p>
    <p>We showed in 2007 that pure water ice produces Thon rings and
      that their visibility depends on ice thickness (Fig. 7 in <a
        class="moz-txt-link-freetext"
href="http://www.sciencedirect.com/science/article/pii/S104784770600236X">http://www.sciencedirect.com/science/article/pii/S104784770600236X</a>).
      The visibility of rings can be improved using the method proposed
      in that paper.
    </p>
    <p>Best regards,</p>
    <p>Slavica</p>
    <br>
    <div class="moz-cite-prefix">Le 07/06/2017 à 15:43, John Rubinstein
      a écrit :<br>
    </div>
    <blockquote
      cite="mid:DD10FFF9-B62B-4345-B479-E6F3CD06F15A@utoronto.ca"
      type="cite">
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      Hi Steve,
      <div class=""><br class="">
      </div>
      <div class="">As Greg McMullan and Richard Henderson showed
        recently, amorphous ice does give Thon rings. However, ice also
        exhibits a beam induced ‘Brownian’-like movement so that the
        power spectrum from the average of DDD frames does not often
        show Thon rings.</div>
      <div class=""><a moz-do-not-send="true"
          href="https://www.ncbi.nlm.nih.gov/pubmed/26103047" class="">https://www.ncbi.nlm.nih.gov/pubmed/26103047</a></div>
      <div class="">Alexis Rohou modified CTF find in order to allow use
        of this signal in CTF estimation.</div>
      <div class=""><br class="">
      </div>
      <div class="">Best regards,</div>
      <div class="">John</div>
      <div class=""><br class="">
      </div>
      <div class=""><br class="">
      </div>
      <div class=""><br class="">
        <div class="">
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            <div class="">
              <div class="">-- </div>
              <div class="">John Rubinstein</div>
              <div class="">Molecular Medicine Program</div>
              <div class="">The Hospital for Sick Children Research
                Institute</div>
              <div class="">686 Bay Street, Rm. 20-9705</div>
              <div class="">Toronto, ON</div>
              <div class="">Canada</div>
              <div class="">M5G 0A4</div>
              <div class="">Tel: (+001) 416-813-7255</div>
              <div class="">Fax: (+001) 416-813-5022</div>
              <div class=""><a moz-do-not-send="true"
                  href="http://www.sickkids.ca/research/rubinstein"
                  class="">www.sickkids.ca/research/rubinstein</a></div>
            </div>
          </div>
        </div>
        <br class="">
        <div>
          <blockquote type="cite" class="">
            <div class="">On Jun 7, 2017, at 9:33 AM, Ludtke, Steven J
              <<a moz-do-not-send="true"
                href="mailto:sludtke@bcm.edu" class="">sludtke@bcm.edu</a>>
              wrote:</div>
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                Hi Philip,
                <div class="">pure water ice, alas, does not exhibit
                  Thon rings (at least not significantly). Other buffer
                  constituents may. This makes modeling noise a bit
                  tricky. </div>
                <div class=""><br class="">
                </div>
                <div class="">Many of the methods in the field start
                  with the assumption that the image consists of a true
                  projection of a macromolecule, convolved with the CTF
                  with added uncorrelated Gaussian noise. That is, noise
                  with a flat power spectrum and no correlation among
                  nearby pixels. Prior to direct detectors and counting,
                  the background noise power spectrum in typical cryoEM
                  images had an exponential decay, and could with a
                  little processing be "flattened" to produce something
                  more or less like uncorrelated Gaussian noise.  The
                  problem with this assumption, even then, is that
                  CryoEM images actually contain a lot of other stuff,
                  and from the perspective of single particle
                  reconstruction, noise isn't just the scattering off
                  the solvent, it's anything present in the image which
                  is not a perfect projection of the particle. </div>
                <div class=""><br class="">
                </div>
                <div class="">This is what led to EMAN2's approach of
                  computing the power spectrum of masked out particles,
                  and masked out regions outside particles to compute an
                  accurate estimate of the SNR of the particles within
                  the images. Whether having this really produces better
                  reconstructions is a separate question, but making
                  this estimate DOES tell you quite a lot about particle
                  data quality and whether you should expect to be able
                  to achieve high resolution from your data.</div>
                <div class=""><br class="">
                </div>
                <div class="">I'm attaching some slides from about 10
                  years ago showing how SSNR estimates assuming a pretty
                  flat background can give completely inaccurate
                  estimates of the actual SSNR of the images. Hope they
                  are reasonably self-explanatory. This compares the
                  approach of considering noise to be anything in the
                  power spectrum without Thon rings to be noise, with
                  the approach of computing the noise from regions of
                  the image not containing particles.</div>
                <div class=""><br class="">
                </div>
                <div class=""><a moz-do-not-send="true"
href="https://drive.google.com/file/d/0BxreryX3Fp-ZUVJtTFlYX0lmbzg/view?usp=sharing"
                    class="">https://drive.google.com/file/d/0BxreryX3Fp-ZUVJtTFlYX0lmbzg/view?usp=sharing</a></div>
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                                          Steven Ludtke, Ph.D.</div>
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                                          Professor, Dept of
                                          Biochemistry and Mol. Biol.  
                                                (<a
                                            moz-do-not-send="true"
                                            href="http://www.bcm.edu/biochem"
                                            class="">www.bcm.edu/biochem</a>)</div>
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                                          Co-Director National Center
                                          For Macromolecular Imaging   
                                             <span
                                            class="Apple-converted-space"> </span>(<a
                                            moz-do-not-send="true"
                                            href="http://ncmi.bcm.edu/"
                                            class="">ncmi.bcm.edu</a>)</div>
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                                          Co-Director CIBR Center       
                                                           <span
                                            class="Apple-converted-space"> </span>(<a
                                            moz-do-not-send="true"
                                            href="http://www.bcm.edu/research/cibr"
                                            class="">www.bcm.edu/research/cibr</a>)</div>
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                                          Baylor College of Medicine<span
class="Apple-converted-space"> </span>                           <span
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                                          <a moz-do-not-send="true"
                                            href="mailto:sludtke@bcm.edu"
                                            class="">sludtke@bcm.edu</a></div>
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    </blockquote>
    <br>
    <pre class="moz-signature" cols="72">-- 
Dr Slavica JONIC
CNRS Associate Scientist

IMPMC, Sorbonne Universités
CNRS UMR 7590, UPMC Univ Paris 6, MNHN, IRD UMR 206

Université Pierre et Marie Curie
Case courrier 115
4 Place Jussieu
75005 Paris, France

Tel: +33 1 44 27 72 05
Fax: +33 1 44 27 37 85

E-mail: <a class="moz-txt-link-abbreviated" href="mailto:Slavica.Jonic@impmc.upmc.fr">Slavica.Jonic@impmc.upmc.fr</a>
URL: <a class="moz-txt-link-freetext" href="http://www.impmc.upmc.fr/~jonic">http://www.impmc.upmc.fr/~jonic</a>

Frontiers Research Topic:
<a class="moz-txt-link-freetext" href="http://frontiersin.org/Biophysics/researchtopics/Hybrid_Biomolecular_Modeling/4799">http://frontiersin.org/Biophysics/researchtopics/Hybrid_Biomolecular_Modeling/4799</a>


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