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	<title>2022Vuillemot NMMD - Revision history</title>
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	<updated>2026-05-24T21:14:20Z</updated>
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		<title>Sjonic: Created page with &quot;== Citation == Vuillemot, R.; Miyashita, O.; Tama, F.; Rouiller, I. &amp; Jonic, S. NMMD: Efficient Cryo-EM Flexible Fitting Based on Simultaneous Normal Mode and Molecular Dynami...&quot;</title>
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		<updated>2022-02-28T22:56:41Z</updated>

		<summary type="html">&lt;p&gt;Created page with &amp;quot;== Citation == Vuillemot, R.; Miyashita, O.; Tama, F.; Rouiller, I. &amp;amp; Jonic, S. NMMD: Efficient Cryo-EM Flexible Fitting Based on Simultaneous Normal Mode and Molecular Dynami...&amp;quot;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;== Citation ==&lt;br /&gt;
Vuillemot, R.; Miyashita, O.; Tama, F.; Rouiller, I. &amp;amp; Jonic, S. NMMD: Efficient Cryo-EM Flexible Fitting Based on Simultaneous Normal Mode and Molecular Dynamics atomic displacements. Journal of Molecular Biology, Volume 434, Issue 7, 2022, 167483.&lt;br /&gt;
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== Abstract ==&lt;br /&gt;
Atomic models of cryo electron microscopy (cryo-EM) maps of biomolecular conformations are often obtained by flexible fitting of the maps with available atomic structures of other conformations (e.g., obtained by X-ray crystallography). This article presents a new flexible fitting method, NMMD, which combines normal mode analysis (NMA) and molecular dynamics simulation (MD). Given an atomic structure and a cryo-EM map to fit, NMMD simultaneously estimates global atomic displacements based on NMA and local displacements based on MD. NMMD was implemented by modifying EMfit, a flexible fitting method using MD only, in GENESIS 1.4. As EMfit, NMMD can be run with replica exchange umbrella sampling procedure. The new method was tested using a variety of EM maps (synthetic and experimental, with different noise levels and resolutions). The results of the tests show that adding normal modes to MD-based fitting makes the fitting faster (40 % in average) and, in the majority of cases, more accurate. &lt;br /&gt;
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== Keywords ==&lt;br /&gt;
molecular modeling; cryo electron microscopy (cryo-EM); flexible fitting; normal mode analysis; molecular dynamics simulation&lt;br /&gt;
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== Links ==&lt;br /&gt;
https://doi.org/10.1016/j.jmb.2022.167483&lt;br /&gt;
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== Related software ==&lt;br /&gt;
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== Related methods ==&lt;br /&gt;
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== Comments ==&lt;/div&gt;</summary>
		<author><name>Sjonic</name></author>
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