{"id":24452,"date":"2021-11-27T10:32:32","date_gmt":"2021-11-27T10:32:32","guid":{"rendered":"https:\/\/www.ch.imperial.ac.uk\/rzepa\/blog\/?p=24452"},"modified":"2021-11-27T10:32:32","modified_gmt":"2021-11-27T10:32:32","slug":"biotins-biggest-lesson-is-the-importance-of-nonclassical-h-bonds-in-protein%e2%88%92ligand-complexes","status":"publish","type":"post","link":"https:\/\/www.rzepa.net\/blog\/?p=24452","title":{"rendered":"Biotin\u2019s biggest lesson is the importance of nonclassical H-bonds in protein\u2212ligand complexes."},"content":{"rendered":"<div class=\"kcite-section\" kcite-section-id=\"24452\">\n<p>The title comes from the abstract of an article<span id=\"cite_ITEM-24452-0\" name=\"citation\"><a href=\"#ITEM-24452-0\">[1]<\/a><\/span> analysing why Biotin (vitamin B7) is such a strong and effective binder to proteins, with a free energy of (non-covalent) binding approaching 21 kcal\/mol. The author argues that an accumulation of both CH-\u03c0 and CH-O together with more classical hydrogen bonds and augmented by a sulfur centered hydrogen bond, oxyanion holes and water solvation, accounts for this large binding energy. <img decoding=\"async\" class=\"aligncenter size-large wp-image-24461\" src=\"https:\/\/www.rzepa.net\/blog\/wp-content\/uploads\/2021\/11\/biotin.svg\" alt=\"\" width=\"300\" \/><\/p>\n<p>Here, I thought I would present a visualisation of the surroundings of biotin using the method of NCI (non-covalent-interaction) analysis, which looks at the behaviour of the electron density in the &#8220;weak&#8221; (<i>i.e.<\/i> non-covalent) regions of the biotin. This provides a more objective measure of the important interactions, independent of what we might consider important by virtue of having labels attached (such as <i>e.g.<\/i> &#8220;hydrogen bond&#8221;).<\/p>\n<ol>\n<li>I started by getting the coordinates of streptavidin (DOI: <a href=\"https:\/\/doi.org\/10.2210\/pdb3RY2\/pdb\" target=\"new\" rel=\"noopener\">10.2210\/pdb3RY2\/pdb<\/a>) a protein where biotin has been co-crystallised.<span id=\"cite_ITEM-24452-1\" name=\"citation\"><a href=\"#ITEM-24452-1\">[2]<\/a><\/span><\/li>\n<li>Loaded into the CCDC Mercury program, I selected the molecule biotin itself and then added to the selection its close contacts with various groups in the streptavidin protein. These additions were truncated and capped with a methyl group to allow a wavefunction for the assembly to be calculated.<\/li>\n<li>Hydrogens were then added to this structure to complete atom valencies, using &#8220;idealised&#8221; positions and ensuring that when rotamers were possible, they were set up to form hydrogen bonds.\t<\/li>\n<li>A calculation (DOI: <a href=\"https:\/\/doi.org\/10.14469\/hpc\/9982\">10.14469\/hpc\/9982<\/a>\u00a0at the \u03c9B97XD\/Def2-TZVPP\/SCRF=water level)\u00a0was performed.\n<\/li>\n<li>The heavy atom coordinates (<i>i.e.<\/i> not hydrogens) are unaltered from the X-ray structure. Since atom positions as measured by X-ray diffraction and as computed using a DFT procedure are slightly different, the original coordinates were also subjected to three cycles of DFT-based geometry optimisation (DOI: <a href=\"https:\/\/doi.org\/10.14469\/hpc\/9983\">10.14469\/hpc\/9983<\/a>) to better reflect the electron density in the molecule.<\/li>\n<li>The resulting wavefunctions in the form of an <b>.fchk<\/b> file (for both unoptimised and partially optimised geometries) were then used to compute a grid of total electron density points<\/li>\n<li>The density, in the form of a cube of points,  was fed to Jmol using the commands<br \/>\n<tt>load biotin_den.cub; isosurface parameters [0.5 1 0.0005 0.05 0.95 1.00] NCI \"\"; color isosurface \"bgyor\" range -0.04 0.04;<\/tt><br \/>\nand the resulting NCI surface was written out using the command <tt>write biotin.jvxl<\/tt> for inclusion here.<\/li>\n<li>This is the NCI plot obtained from the raw coordinates from the PDB file. <br \/>\n<img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"24454\" data-permalink=\"https:\/\/www.rzepa.net\/blog\/?attachment_id=24454\" data-orig-file=\"https:\/\/i0.wp.com\/www.rzepa.net\/blog\/wp-content\/uploads\/2021\/11\/biotin1.png?fit=879%2C723&amp;ssl=1\" data-orig-size=\"879,723\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"biotin1\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/www.rzepa.net\/blog\/wp-content\/uploads\/2021\/11\/biotin1.png?fit=300%2C247&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/www.rzepa.net\/blog\/wp-content\/uploads\/2021\/11\/biotin1.png?fit=450%2C370&amp;ssl=1\" class=\"aligncenter size-full wp-image-24454\" onclick=\"jmolApplet([450,450],'load wp-content\/uploads\/2021\/11\/biotin.xyz;isosurface wp-content\/uploads\/2021\/11\/biotin.jvxl;spin 2;','c1');\" src=\"https:\/\/i0.wp.com\/www.rzepa.net\/blog\/wp-content\/uploads\/2021\/11\/biotin.jpg?w=450&#038;ssl=1\" alt=\"\"  \/><\/li>\n<li>This is the NCI plot obtained from the coordinates from the PDB file after three geometry optimisation cycles. Can you spot any differences?<br \/>\n<br \/>\n<img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"24454\" data-permalink=\"https:\/\/www.rzepa.net\/blog\/?attachment_id=24454\" data-orig-file=\"https:\/\/i0.wp.com\/www.rzepa.net\/blog\/wp-content\/uploads\/2021\/11\/biotin1.png?fit=879%2C723&amp;ssl=1\" data-orig-size=\"879,723\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"biotin1\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/www.rzepa.net\/blog\/wp-content\/uploads\/2021\/11\/biotin1.png?fit=300%2C247&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/www.rzepa.net\/blog\/wp-content\/uploads\/2021\/11\/biotin1.png?fit=450%2C370&amp;ssl=1\" class=\"aligncenter size-full wp-image-24454\" onclick=\"jmolApplet([450,450],'load wp-content\/uploads\/2021\/11\/biotin1.xyz;isosurface wp-content\/uploads\/2021\/11\/biotin1.jvxl;spin 2;','c2');\"  src=\"https:\/\/i0.wp.com\/www.rzepa.net\/blog\/wp-content\/uploads\/2021\/11\/biotin1.png?w=450&#038;ssl=1\" alt=\"\"  srcset=\"https:\/\/i0.wp.com\/www.rzepa.net\/blog\/wp-content\/uploads\/2021\/11\/biotin1.png?w=879&amp;ssl=1 879w, https:\/\/i0.wp.com\/www.rzepa.net\/blog\/wp-content\/uploads\/2021\/11\/biotin1.png?resize=300%2C247&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.rzepa.net\/blog\/wp-content\/uploads\/2021\/11\/biotin1.png?resize=768%2C632&amp;ssl=1 768w\" sizes=\"(max-width: 450px) 100vw, 450px\" \/><\/li>\n<li>These models are now available for you to explore by clicking on the images above.\n<ul>\n<li>Blue regions represent &#8220;strong&#8221; or classical hydrogen bonds. There are four of these in the NCI diagrams above and they are all compact, another characteristic of strong hydrogen bonds.<\/li>\n<li>The hydrogen bond to sulfur is somewhat weaker, and appears in the display as a compact, albeit now cyan-coloured surface.<\/li>\n<li>The remaining regions are both diffuse and green and represent weaker &#8220;interactions&#8221;. They are less compact than the classical hydrogen bonds. They do not represent a bond so much as an attractive region in the molecule and hence the term non-classical. Most are CH groups close to the \u03c0-surface of an aromatic ring, but some are also CH&#8230;O interactions.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>Do go ahead and load the 3D surface. You should particularly explore the CH-\u03c0 regions and note that they are not necessarily associated with a particular CH bond, but with several of these combining to form an interaction with an aromatic \u03c0 region.<\/p>\n<p>What might emerge is the realisation that binding interactions are not always between specific atoms as in classical hydrogen &#8220;bonds&#8221;, but also constitute &#8220;stabilising regions&#8221; between the ligand and the protein. You will probably spot several of these regions that are not actually listed in the article itself.<span id=\"cite_ITEM-24452-0\" name=\"citation\"><a href=\"#ITEM-24452-0\">[1]<\/a><\/span> I suggest that we do not refer to CH&#8230;\u03c0 bonds such as in the quoted title of this post but instead as <b>CH&#8230;\u03c0 regions<\/b>.<\/p>\n<p>It would be great if the entire complex could be subjected to an\u00a0NCI analysis. Wavefunctions for &gt;2000 atoms can be obtained nowadays, but it would require a bit of work to ensure the density can be computed accurately enough and at high enough cubic resolution to be useful in the context of NCI analysis.<\/p>\n<hr \/>\n<p>This blog has DOI: <a href=\"https:\/\/doi.org\/10.14469\/hpc\/9984\">10.14469\/hpc\/9984<\/a><\/p>\n<hr \/>\n<h2>References<\/h2>\n    <ol class=\"kcite-bibliography csl-bib-body\"><li id=\"ITEM-24452-0\">D.B. McConnell, \"Biotin\u2019s Lessons in Drug Design\", <i>Journal of Medicinal Chemistry<\/i>, vol. 64, pp. 16319-16327, 2021. <a href=\"https:\/\/doi.org\/10.1021\/acs.jmedchem.1c00975\">https:\/\/doi.org\/10.1021\/acs.jmedchem.1c00975<\/a>\n\n<\/li>\n<li id=\"ITEM-24452-1\">I. Le Trong, Z. Wang, D.E. Hyre, T.P. Lybrand, P.S. Stayton, and R.E. Stenkamp, \"Streptavidin and its biotin complex at atomic resolution\", <i>Acta Crystallographica Section D Biological Crystallography<\/i>, vol. 67, pp. 813-821, 2011. <a href=\"https:\/\/doi.org\/10.1107\/s0907444911027806\">https:\/\/doi.org\/10.1107\/s0907444911027806<\/a>\n\n<\/li>\n<\/ol>\n\n<\/div> <!-- kcite-section 24452 -->","protected":false},"excerpt":{"rendered":"<p>The title comes from the abstract of an article analysing why Biotin (vitamin B7) is such a strong and effective binder to proteins, with a free energy of (non-covalent) binding approaching 21 kcal\/mol. The author argues that an accumulation of both CH-\u03c0 and CH-O together with more classical hydrogen bonds and augmented by a sulfur [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[6],"tags":[1526],"class_list":["post-24452","post","type-post","status-publish","format-standard","hentry","category-interesting-chemistry","tag-interesting-chemistry"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p1gPyz-6mo","jetpack_likes_enabled":true,"_links":{"self":[{"href":"https:\/\/www.rzepa.net\/blog\/index.php?rest_route=\/wp\/v2\/posts\/24452","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.rzepa.net\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.rzepa.net\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.rzepa.net\/blog\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.rzepa.net\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=24452"}],"version-history":[{"count":0,"href":"https:\/\/www.rzepa.net\/blog\/index.php?rest_route=\/wp\/v2\/posts\/24452\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.rzepa.net\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=24452"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.rzepa.net\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=24452"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.rzepa.net\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=24452"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}