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{"id":6445,"date":"2021-08-10T13:53:06","date_gmt":"2021-08-10T17:53:06","guid":{"rendered":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/?p=6445"},"modified":"2021-08-10T13:53:52","modified_gmt":"2021-08-10T17:53:52","slug":"hidden-markov-models-release-6-0","status":"publish","type":"post","link":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/","title":{"rendered":"Search the NCBI Hidden Markov models collection against your favorite prokaryotic proteins"},"content":{"rendered":"<p>The NCBI Hidden Markov models (HMM) 6.0 release, available on <a href=\"https:\/\/ftp.ncbi.nlm.nih.gov\/hmm\/6.0\" target=\"_blank\" rel=\"noopener\">our FTP site<\/a>, has 15,247 models supported at NCBI. We created 80 more new HMMs and consolidated the collection by removing 2,151 HMMs that were nearly identical to another. Release 6.0 also incorporates 12,656 <a href=\"https:\/\/www.ncbi.nlm.nih.gov\/labs\/pmc\/articles\/PMC3965110\/\" target=\"_blank\" rel=\"noopener\">PFAM<\/a> from release 34 that apply to prokaryotic proteins. You can use the <a href=\"http:\/\/eddylab.org\/software\/hmmer\/Userguide.pdf\" target=\"_blank\" rel=\"noopener\">HMMER<\/a> sequence analysis package to search the collection against your favorite prokaryotic proteins to identify their function. We have also added more specific names or associated EC number, gene symbols and publication to over 500 HMMs.<\/p>\n<p>Gene Ontology (GO) term attributes are now available for 20% of HMM models (see Figure 1 below). We added most of these based on existing mappings, but our experts are working on creating more associations. Starting in the fall, we\u2019ll start propagating GO terms from HMMs to annotated genomes and proteins!<\/p>\n<figure id=\"attachment_6446\" aria-describedby=\"caption-attachment-6446\" style=\"width: 763px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/www.ncbi.nlm.nih.gov\/genome\/annotation_prok\/evidence\/TIGR03697\/?utm_source=blog&amp;utm_medium=referral&amp;utm_campaign=genome-annotation&amp;utm_term=hmm&amp;utm_content=hmm_tigr\" target=\"_blank\" rel=\"noopener\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"6446\" data-permalink=\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/screenshot-1-2\/\" data-orig-file=\"https:\/\/i0.wp.com\/ncbiinsights.ncbi.nlm.nih.gov\/wp-content\/uploads\/2021\/08\/screenshot-1.png?fit=763%2C709&amp;ssl=1\" data-orig-size=\"763,709\" 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=\"screenshot-1\" data-image-description=\"\" data-image-caption=\"&lt;p&gt;Figure 1. Example Protein Family Model, TIGR03697.1 for the global nitrogen regulator NtcA protein family, with newly shown GO terms (framed in red).&lt;\/p&gt;\n\" data-medium-file=\"https:\/\/i0.wp.com\/ncbiinsights.ncbi.nlm.nih.gov\/wp-content\/uploads\/2021\/08\/screenshot-1.png?fit=300%2C279&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/ncbiinsights.ncbi.nlm.nih.gov\/wp-content\/uploads\/2021\/08\/screenshot-1.png?fit=763%2C709&amp;ssl=1\" class=\"size-full wp-image-6446\" src=\"https:\/\/i0.wp.com\/ncbiinsights.ncbi.nlm.nih.gov\/wp-content\/uploads\/2021\/08\/screenshot-1.png?resize=763%2C709&#038;ssl=1\" alt=\"Example Protein Family Model, TIGR03697.1 for the global nitrogen regulator NtcA protein family, with newly shown GO terms (framed in red).\" width=\"763\" height=\"709\" srcset=\"https:\/\/i0.wp.com\/ncbiinsights.ncbi.nlm.nih.gov\/wp-content\/uploads\/2021\/08\/screenshot-1.png?w=763&amp;ssl=1 763w, https:\/\/i0.wp.com\/ncbiinsights.ncbi.nlm.nih.gov\/wp-content\/uploads\/2021\/08\/screenshot-1.png?resize=300%2C279&amp;ssl=1 300w, https:\/\/i0.wp.com\/ncbiinsights.ncbi.nlm.nih.gov\/wp-content\/uploads\/2021\/08\/screenshot-1.png?resize=150%2C139&amp;ssl=1 150w, https:\/\/i0.wp.com\/ncbiinsights.ncbi.nlm.nih.gov\/wp-content\/uploads\/2021\/08\/screenshot-1.png?resize=270%2C251&amp;ssl=1 270w\" sizes=\"auto, (max-width: 763px) 100vw, 763px\" \/><\/a><figcaption id=\"caption-attachment-6446\" class=\"wp-caption-text\"><strong>Figure 1.<\/strong> Example Protein Family Model, <a href=\"https:\/\/www.ncbi.nlm.nih.gov\/genome\/annotation_prok\/evidence\/TIGR03697\/?utm_source=blog&amp;utm_medium=referral&amp;utm_campaign=genome-annotation&amp;utm_term=hmm&amp;utm_content=hmm_tigr\" target=\"_blank\" rel=\"noopener\">TIGR03697.1<\/a> for the global nitrogen regulator NtcA protein family, with newly shown GO terms (framed in red).<\/figcaption><\/figure>\n<p><!--more--><\/p>\n<p>You can search HMMs in the Entrez <a href=\"https:\/\/www.ncbi.nlm.nih.gov\/protfam?utm_source=blog&amp;utm_medium=referral&amp;utm_campaign=genome-annotation&amp;utm_term=hmm&amp;utm_content=hmm_protfam\" target=\"_blank\" rel=\"noopener\">Protein Family Model collection<\/a>, which also includes conserved domain architectures and BlastRules, and find all RefSeq proteins they name, using a variety of terms such as gene symbol, product name and now, GO identifier or description. See this <a href=\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2020\/12\/18\/protein-family-model\/\" target=\"_blank\" rel=\"noopener\">earlier post<\/a> for more details.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The NCBI Hidden Markov models (HMM) 6.0 release, available on our FTP site, has 15,247 models supported at NCBI. We created 80 more new HMMs and consolidated the collection by removing 2,151 HMMs that were nearly identical to another. Release 6.0 also incorporates 12,656 PFAM from release 34 that apply to prokaryotic proteins. You can &hellip; <a href=\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Search the NCBI Hidden Markov models collection against your favorite prokaryotic proteins<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":42204617,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","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":"Search the NCBI Hidden Markov models (HMM) collection against your favorite prokaryotic proteins","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","enabled":false},"version":2}},"categories":[2248],"tags":[693060700,693060701,15779425,576953096],"table_tags":[],"class_list":["post-6445","post","type-post","status-publish","format-standard","hentry","category-whats-new","tag-hidden-markov-models-hmm","tag-hmmer","tag-pgap","tag-prokaryotic-genome-annotation"],"jetpack_publicize_connections":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Search the NCBI Hidden Markov models collection against your favorite prokaryotic proteins - NCBI Insights<\/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:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Search the NCBI Hidden Markov models collection against your favorite prokaryotic proteins - NCBI Insights\" \/>\n<meta property=\"og:description\" content=\"The NCBI Hidden Markov models (HMM) 6.0 release, available on our FTP site, has 15,247 models supported at NCBI. We created 80 more new HMMs and consolidated the collection by removing 2,151 HMMs that were nearly identical to another. Release 6.0 also incorporates 12,656 PFAM from release 34 that apply to prokaryotic proteins. You can &hellip; Continue reading Search the NCBI Hidden Markov models collection against your favorite prokaryotic proteins &rarr;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/\" \/>\n<meta property=\"og:site_name\" content=\"NCBI Insights\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/ncbi.nlm\" \/>\n<meta property=\"article:published_time\" content=\"2021-08-10T17:53:06+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-08-10T17:53:52+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/wp-content\/uploads\/2021\/08\/screenshot-1.png\" \/>\n<meta name=\"author\" content=\"NCBI Staff\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@NCBI\" \/>\n<meta name=\"twitter:site\" content=\"@NCBI\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"NCBI Staff\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/\"},\"author\":{\"name\":\"NCBI Staff\",\"@id\":\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/#\/schema\/person\/4f41ea6a31cea38a9a1b1419c048e50b\"},\"headline\":\"Search the NCBI Hidden Markov models collection against your favorite prokaryotic proteins\",\"datePublished\":\"2021-08-10T17:53:06+00:00\",\"dateModified\":\"2021-08-10T17:53:52+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/\"},\"wordCount\":226,\"commentCount\":1,\"publisher\":{\"@id\":\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/#organization\"},\"image\":{\"@id\":\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/wp-content\/uploads\/2021\/08\/screenshot-1.png\",\"keywords\":[\"Hidden Markov Models (HMM)\",\"HMMER\",\"NCBI Prokaryotic Genome Annotation Pipeline (PGAP)\",\"Prokaryotic genome annotation\"],\"articleSection\":[\"What's New\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/\",\"url\":\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/\",\"name\":\"Search the NCBI Hidden Markov models collection against your favorite prokaryotic proteins - NCBI Insights\",\"isPartOf\":{\"@id\":\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/wp-content\/uploads\/2021\/08\/screenshot-1.png\",\"datePublished\":\"2021-08-10T17:53:06+00:00\",\"dateModified\":\"2021-08-10T17:53:52+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/#primaryimage\",\"url\":\"https:\/\/i0.wp.com\/ncbiinsights.ncbi.nlm.nih.gov\/wp-content\/uploads\/2021\/08\/screenshot-1.png?fit=763%2C709&ssl=1\",\"contentUrl\":\"https:\/\/i0.wp.com\/ncbiinsights.ncbi.nlm.nih.gov\/wp-content\/uploads\/2021\/08\/screenshot-1.png?fit=763%2C709&ssl=1\",\"width\":763,\"height\":709,\"caption\":\"Figure 1. 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We created 80 more new HMMs and consolidated the collection by removing 2,151 HMMs that were nearly identical to another. Release 6.0 also incorporates 12,656 PFAM from release 34 that apply to prokaryotic proteins. You can &hellip; Continue reading Search the NCBI Hidden Markov models collection against your favorite prokaryotic proteins &rarr;","og_url":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/","og_site_name":"NCBI Insights","article_publisher":"https:\/\/www.facebook.com\/ncbi.nlm","article_published_time":"2021-08-10T17:53:06+00:00","article_modified_time":"2021-08-10T17:53:52+00:00","og_image":[{"url":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/wp-content\/uploads\/2021\/08\/screenshot-1.png","type":"","width":"","height":""}],"author":"NCBI Staff","twitter_card":"summary_large_image","twitter_creator":"@NCBI","twitter_site":"@NCBI","twitter_misc":{"Written by":"NCBI Staff","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/#article","isPartOf":{"@id":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/"},"author":{"name":"NCBI Staff","@id":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/#\/schema\/person\/4f41ea6a31cea38a9a1b1419c048e50b"},"headline":"Search the NCBI Hidden Markov models collection against your favorite prokaryotic proteins","datePublished":"2021-08-10T17:53:06+00:00","dateModified":"2021-08-10T17:53:52+00:00","mainEntityOfPage":{"@id":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/"},"wordCount":226,"commentCount":1,"publisher":{"@id":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/#organization"},"image":{"@id":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/#primaryimage"},"thumbnailUrl":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/wp-content\/uploads\/2021\/08\/screenshot-1.png","keywords":["Hidden Markov Models (HMM)","HMMER","NCBI Prokaryotic Genome Annotation Pipeline (PGAP)","Prokaryotic genome annotation"],"articleSection":["What's New"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/","url":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/","name":"Search the NCBI Hidden Markov models collection against your favorite prokaryotic proteins - NCBI Insights","isPartOf":{"@id":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/#website"},"primaryImageOfPage":{"@id":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/#primaryimage"},"image":{"@id":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/#primaryimage"},"thumbnailUrl":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/wp-content\/uploads\/2021\/08\/screenshot-1.png","datePublished":"2021-08-10T17:53:06+00:00","dateModified":"2021-08-10T17:53:52+00:00","breadcrumb":{"@id":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/#primaryimage","url":"https:\/\/i0.wp.com\/ncbiinsights.ncbi.nlm.nih.gov\/wp-content\/uploads\/2021\/08\/screenshot-1.png?fit=763%2C709&ssl=1","contentUrl":"https:\/\/i0.wp.com\/ncbiinsights.ncbi.nlm.nih.gov\/wp-content\/uploads\/2021\/08\/screenshot-1.png?fit=763%2C709&ssl=1","width":763,"height":709,"caption":"Figure 1. Example Protein Family Model, TIGR03697.1 for the global nitrogen regulator NtcA protein family, with newly shown GO terms (framed in red)."},{"@type":"BreadcrumbList","@id":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/2021\/08\/10\/hidden-markov-models-release-6-0\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/"},{"@type":"ListItem","position":2,"name":"Search the NCBI Hidden Markov models collection against your favorite prokaryotic proteins"}]},{"@type":"WebSite","@id":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/#website","url":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/","name":"National Center for Biotechnology Information","description":"News about NCBI resources and events","publisher":{"@id":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/#organization","name":"National Center for Biotechnology Information","alternateName":"NCBI","url":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/#\/schema\/logo\/image\/","url":"https:\/\/i0.wp.com\/ncbiinsights.ncbi.nlm.nih.gov\/wp-content\/uploads\/2023\/03\/nih-nlm-ncbi-two-color.png?fit=6374%2C760&ssl=1","contentUrl":"https:\/\/i0.wp.com\/ncbiinsights.ncbi.nlm.nih.gov\/wp-content\/uploads\/2023\/03\/nih-nlm-ncbi-two-color.png?fit=6374%2C760&ssl=1","width":6374,"height":760,"caption":"National Center for Biotechnology Information"},"image":{"@id":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/ncbi.nlm","https:\/\/x.com\/NCBI","https:\/\/www.linkedin.com\/company\/ncbinlm\/"]},{"@type":"Person","@id":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/#\/schema\/person\/4f41ea6a31cea38a9a1b1419c048e50b","name":"NCBI Staff","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/f706d65e16bb6bb171b72b4b26f66276?s=96&d=identicon&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/f706d65e16bb6bb171b72b4b26f66276?s=96&d=identicon&r=g","caption":"NCBI Staff"},"description":"The National Center for Biotechnology Information (NCBI), a division of the U.S. National Library of Medicine, provides access to scientific and biomedical databases, software tools for analyzing molecular data, and performs research in computational biology.","sameAs":["http:\/\/ncbiinsights.wordpress.com"],"url":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/author\/ncbiinsights\/"}]}},"jetpack_featured_media_url":"","jetpack_likes_enabled":true,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p2Tuqy-1FX","amp_enabled":true,"_links":{"self":[{"href":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/wp-json\/wp\/v2\/posts\/6445","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/wp-json\/wp\/v2\/users\/42204617"}],"replies":[{"embeddable":true,"href":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/wp-json\/wp\/v2\/comments?post=6445"}],"version-history":[{"count":7,"href":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/wp-json\/wp\/v2\/posts\/6445\/revisions"}],"predecessor-version":[{"id":6461,"href":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/wp-json\/wp\/v2\/posts\/6445\/revisions\/6461"}],"wp:attachment":[{"href":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/wp-json\/wp\/v2\/media?parent=6445"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/wp-json\/wp\/v2\/categories?post=6445"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/wp-json\/wp\/v2\/tags?post=6445"},{"taxonomy":"table_tags","embeddable":true,"href":"https:\/\/ncbiinsights.ncbi.nlm.nih.gov\/wp-json\/wp\/v2\/table_tags?post=6445"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}