{"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":"2021-11-30T08:02:08","modified_gmt":"2021-11-30T08:02:08","slug":"biotins-biggest-lesson-is-the-importance-of-nonclassical-h-bonds-in-protein%e2%88%92ligand-complexes","status":"publish","type":"post","link":"https:\/\/www.ch.ic.ac.uk\/rzepa\/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.ch.ic.ac.uk\/rzepa\/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 decoding=\"async\" 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:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/wp-content\/uploads\/2021\/11\/biotin.jpg\" alt=\"\" width=\"450\" \/><\/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 decoding=\"async\" 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:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/wp-content\/uploads\/2021\/11\/biotin1.png\" alt=\"\" width=\"450\" srcset=\"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/wp-content\/uploads\/2021\/11\/biotin1.png 879w, https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/wp-content\/uploads\/2021\/11\/biotin1-300x247.png 300w, https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/wp-content\/uploads\/2021\/11\/biotin1-768x632.png 768w\" sizes=\"(max-width: 879px) 100vw, 879px\" \/><\/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_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,"activitypub_content_warning":"","activitypub_content_visibility":"","activitypub_max_image_attachments":5,"activitypub_interaction_policy_quote":"anyone","activitypub_status":"","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},"jetpack_post_was_ever_published":false},"categories":[4],"tags":[],"ppma_author":[2661],"class_list":["post-24452","post","type-post","status-publish","format-standard","hentry","category-interesting-chemistry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Biotin\u2019s biggest lesson is the importance of nonclassical H-bonds in protein\u2212ligand complexes. - Henry Rzepa&#039;s Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?p=24452\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Biotin\u2019s biggest lesson is the importance of nonclassical H-bonds in protein\u2212ligand complexes. - Henry Rzepa&#039;s Blog\" \/>\n<meta property=\"og:description\" content=\"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;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?p=24452\" \/>\n<meta property=\"og:site_name\" content=\"Henry Rzepa&#039;s Blog\" \/>\n<meta property=\"article:published_time\" content=\"2021-11-27T10:32:32+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-11-30T08:02:08+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/wp-content\/uploads\/2021\/11\/biotin.svg\" \/>\n<meta name=\"author\" content=\"Henry Rzepa\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Henry Rzepa\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Biotin\u2019s biggest lesson is the importance of nonclassical H-bonds in protein\u2212ligand complexes. - Henry Rzepa&#039;s Blog","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?p=24452","og_locale":"en_GB","og_type":"article","og_title":"Biotin\u2019s biggest lesson is the importance of nonclassical H-bonds in protein\u2212ligand complexes. - Henry Rzepa&#039;s Blog","og_description":"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;]","og_url":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?p=24452","og_site_name":"Henry Rzepa&#039;s Blog","article_published_time":"2021-11-27T10:32:32+00:00","article_modified_time":"2021-11-30T08:02:08+00:00","og_image":[{"url":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/wp-content\/uploads\/2021\/11\/biotin.svg","type":"","width":"","height":""}],"author":"Henry Rzepa","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Henry Rzepa","Estimated reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?p=24452#article","isPartOf":{"@id":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?p=24452"},"author":{"name":"Henry Rzepa","@id":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/#\/schema\/person\/2b40f7b9c872a4dc1547e040a11b6281"},"headline":"Biotin\u2019s biggest lesson is the importance of nonclassical H-bonds in protein\u2212ligand complexes.","datePublished":"2021-11-27T10:32:32+00:00","dateModified":"2021-11-30T08:02:08+00:00","mainEntityOfPage":{"@id":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?p=24452"},"wordCount":741,"commentCount":0,"image":{"@id":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?p=24452#primaryimage"},"thumbnailUrl":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/wp-content\/uploads\/2021\/11\/biotin.svg","articleSection":["Interesting chemistry"],"inLanguage":"en-GB","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?p=24452#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?p=24452","url":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?p=24452","name":"Biotin\u2019s biggest lesson is the importance of nonclassical H-bonds in protein\u2212ligand complexes. - 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An NCI exploration.","author":"Henry Rzepa","date":"March 2, 2015","format":false,"excerpt":"HCN is a weak acid (pKa +9.2, weaker than e.g. HF), although it does have an isomer, isocyanic\u00a0acid or HNC (pka < +9.2 ?) which is simultaneously stronger and less stable. I conclude my halide acid series\u00a0by investigating how many water molecules (in gas phase clusters) are required for ionisation\u2026","rel":"","context":"In &quot;General&quot;","block_context":{"text":"General","link":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?cat=1"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":16118,"url":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?p=16118","url_meta":{"origin":24452,"position":1},"title":"Hydronium hydroxide: the why of pH 7.","author":"Henry Rzepa","date":"April 14, 2016","format":false,"excerpt":"Ammonium hydroxide (NH4+...OH-) can be characterised quantum mechanically when stabilised by water bridges connecting the ion-pairs. It is a small step from there to hydronium hydroxide, or H3O+...OH-. The measured concentrations [H3O+] \u2261 [OH-]\u00a0give\u00a0rise of course to the well-known\u00a0pH 7 of pure water, and converting this ionization constant to a\u2026","rel":"","context":"In &quot;General&quot;","block_context":{"text":"General","link":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?cat=1"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":13105,"url":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?p=13105","url_meta":{"origin":24452,"position":2},"title":"Halogen bonds 2: The DABCO-Iodine structure.","author":"Henry Rzepa","date":"November 30, 2014","format":false,"excerpt":"Pursuing the topic of halogen bonds, the system DABCO (a tertiary dibase) and iodine form an intriguing complex. Here I explore some unusual features of the structure HEKZOO as published in 2012 and ask whether the bonding between the donor (N) and the acceptor (I-I) really is best described as\u2026","rel":"","context":"In &quot;Interesting chemistry&quot;","block_context":{"text":"Interesting chemistry","link":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?cat=4"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":24483,"url":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?p=24483","url_meta":{"origin":24452,"position":3},"title":"Protein-Biotin complexes. Crystal structure mining.","author":"Henry Rzepa","date":"December 12, 2021","format":false,"excerpt":"In the previous post, I showed some of the diverse \"non-classical\"interactions between Biotin and a protein where it binds very strongly. Here I take a look at two of these interactions to discover how common they are in small molecule structures. The first search is of a CH hydrogen bond\u2026","rel":"","context":"In &quot;crystal_structure_mining&quot;","block_context":{"text":"crystal_structure_mining","link":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?cat=1745"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.ch.ic.ac.uk\/rzepa\/blog\/wp-content\/uploads\/2021\/12\/Screenshot-983-1024x893.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":3908,"url":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?p=3908","url_meta":{"origin":24452,"position":4},"title":"Ferrocene","author":"Henry Rzepa","date":"April 17, 2011","format":false,"excerpt":"The structure of ferrocene was famously analysed by Woodward and Wilkinson in 1952,, symmetrically straddled in history by Pauling (1951) and Watson and Crick (1953). Quite a trio of Nobel-prize winning molecular structural analyses, all based on a large dose of intuition. The structures of both proteins and DNA succumbed\u2026","rel":"","context":"In &quot;Interesting chemistry&quot;","block_context":{"text":"Interesting chemistry","link":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?cat=4"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.ch.imperial.ac.uk\/rzepa\/blog\/wp-content\/uploads\/2011\/04\/ferrocene-aim.jpg?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":14718,"url":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?p=14718","url_meta":{"origin":24452,"position":5},"title":"Interactions responsible for the lowest energy structure of the trimer of fluoroethanol.","author":"Henry Rzepa","date":"October 23, 2015","format":false,"excerpt":"Steve Bachrach on his own blog has commented on a recent article discussing the structure of the trimer of fluoroethanol. Rather than the expected triangular form with three OH---O hydrogen bonds, the lowest energy form only had two such bonds, but it matched the microwave data much better. Here I\u2026","rel":"","context":"In &quot;Interesting chemistry&quot;","block_context":{"text":"Interesting chemistry","link":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/?cat=4"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"jetpack_likes_enabled":false,"authors":[{"term_id":2661,"user_id":1,"is_guest":0,"slug":"admin","display_name":"Henry Rzepa","avatar_url":"https:\/\/secure.gravatar.com\/avatar\/897b6740f7f599bca7942cdf7d7914af5988937ae0e3869ab09aebb87f26a731?s=96&d=blank&r=g","author_category":"1","first_name":"Henry","last_name":"Rzepa","user_url":"https:\/\/orcid.org\/0000-0002-8635-8390","job_title":"","description":"Henry Rzepa is Emeritus Professor of Computational Chemistry at Imperial College London."}],"_links":{"self":[{"href":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/index.php?rest_route=\/wp\/v2\/posts\/24452","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=24452"}],"version-history":[{"count":22,"href":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/index.php?rest_route=\/wp\/v2\/posts\/24452\/revisions"}],"predecessor-version":[{"id":24482,"href":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/index.php?rest_route=\/wp\/v2\/posts\/24452\/revisions\/24482"}],"wp:attachment":[{"href":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=24452"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=24452"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=24452"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.ch.ic.ac.uk\/rzepa\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fppma_author&post=24452"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}