nih-gov/www.ncbi.nlm.nih.gov/sra/docs/trace-data

550 lines
39 KiB
XML

<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
<html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
<head><meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<!-- AppResources meta begin -->
<meta name="paf-app-resources" content="" />
<!-- AppResources meta end -->
<!-- TemplateResources meta begin -->
<meta name="paf_template" content="StdNCol" />
<!-- TemplateResources meta end -->
<!-- Page meta begin -->
<!-- Page meta end -->
<!-- Logger begin -->
<meta xmlns:ncbi-portal="http://ncbi.gov/portal/XSLT/namespace" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" name="ncbi_app" content="sra" /><meta xmlns:ncbi-portal="http://ncbi.gov/portal/XSLT/namespace" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" name="ncbi_pdid" content="sra-custom-page" />
<!-- Logger end -->
<title>Access Trace Data</title>
<!-- PageFixtures headcontent begin -->
<meta name="cms-local-nav-url" content="https://cms.ncbi.nlm.nih.gov//sra/docs/sratabnav" />
<!-- PageFixtures headcontent end -->
<!-- AppResources external_resources begin -->
<script type="text/javascript" src="/core/jig/1.14.8/js/jig.min.js"></script>
<!-- AppResources external_resources end -->
<!-- Page headcontent begin -->
<meta name="subsite" content="sra" />
<meta name="path" content="sra/docs/trace-data" />
<meta name="modified" content="2022-06-15T17:33:03Z" />
<link type="text/css" rel="stylesheet" href="/core/assets/sra/css/SraDoc.css" />
<!-- Page headcontent end -->
<!-- PageFixtures resources begin -->
<link xmlns="http://www.w3.org/1999/xhtml" type="text/css" rel="stylesheet" href="//static.pubmed.gov/portal/portal3rc.fcgi/4218191/css/4207974/4206132.css" xml:base="http://127.0.0.1/sites/static/header_footer" />
<!-- PageFixtures resources end -->
<link rel="shortcut icon" href="//www.ncbi.nlm.nih.gov/favicon.ico" /><meta name="ncbi_phid" content="CE8E31027D20C2E1000000000080006E.m_6" />
<meta name='referrer' content='origin-when-cross-origin'/><link type="text/css" rel="stylesheet" href="//static.pubmed.gov/portal/portal3rc.fcgi/4217302/css/4121862/3974050/3917732/251717/4082496/14534/45193/3534283/4128070/4082512/4005757/4062871.css" /><link type="text/css" rel="stylesheet" href="//static.pubmed.gov/portal/portal3rc.fcgi/4217302/css/3529741/3529739.css" media="print" /></head>
<body class=" sra-custom-page">
<div class="grid">
<div class="col twelve_col nomargin shadow">
<!-- System messages like service outage or JS required; this is handled by the TemplateResources portlet -->
<div class="sysmessages">
<noscript>
<p class="nojs">
<strong>Warning:</strong>
The NCBI web site requires JavaScript to function.
<a href="/guide/browsers/#enablejs" title="Learn how to enable JavaScript" target="_blank">more...</a>
</p>
</noscript>
</div>
<!--/.sysmessage-->
<div class="wrap">
<div class="page">
<div xmlns:xi="http://www.w3.org/2001/XInclude">
<div xmlns="http://www.w3.org/1999/xhtml" id="universal_header" xml:base="http://127.0.0.1/sites/static/header_footer">
<section class="usa-banner">
<div class="usa-accordion">
<header class="usa-banner-header">
<div class="usa-grid usa-banner-inner">
<img src="https://www.ncbi.nlm.nih.gov/coreutils/uswds/img/favicons/favicon-57.png" alt="U.S. flag" />
<p>An official website of the United States government</p>
<button class="non-usa-accordion-button usa-banner-button" aria-expanded="false" aria-controls="gov-banner-top" type="button">
<span class="usa-banner-button-text">Here's how you know</span>
</button>
</div>
</header>
<div class="usa-banner-content usa-grid usa-accordion-content" id="gov-banner-top" aria-hidden="true">
<div class="usa-banner-guidance-gov usa-width-one-half">
<img class="usa-banner-icon usa-media_block-img" src="https://www.ncbi.nlm.nih.gov/coreutils/uswds/img/icon-dot-gov.svg" alt="Dot gov" />
<div class="usa-media_block-body">
<p>
<strong>The .gov means it's official.</strong>
<br />
Federal government websites often end in .gov or .mil. Before
sharing sensitive information, make sure you're on a federal
government site.
</p>
</div>
</div>
<div class="usa-banner-guidance-ssl usa-width-one-half">
<img class="usa-banner-icon usa-media_block-img" src="https://www.ncbi.nlm.nih.gov/coreutils/uswds/img/icon-https.svg" alt="Https" />
<div class="usa-media_block-body">
<p>
<strong>The site is secure.</strong>
<br />
The <strong>https://</strong> ensures that you are connecting to the
official website and that any information you provide is encrypted
and transmitted securely.
</p>
</div>
</div>
</div>
</div>
</section>
<div class="usa-overlay"></div>
<header class="ncbi-header" role="banner" data-section="Header">
<div class="usa-grid">
<div class="usa-width-one-whole">
<div class="ncbi-header__logo">
<a href="/" class="logo" aria-label="NCBI Logo" data-ga-action="click_image" data-ga-label="NIH NLM Logo">
<img src="https://www.ncbi.nlm.nih.gov/coreutils/nwds/img/logos/AgencyLogo.svg" alt="NIH NLM Logo" />
</a>
</div>
<div class="ncbi-header__account">
<a id="account_login" href="https://account.ncbi.nlm.nih.gov" class="usa-button header-button" style="display:none" data-ga-action="open_menu" data-ga-label="account_menu">Log in</a>
<button id="account_info" class="header-button" style="display:none" aria-controls="account_popup" type="button">
<span class="fa fa-user" aria-hidden="true">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" width="20px" height="20px">
<g style="fill: #fff">
<ellipse cx="12" cy="8" rx="5" ry="6"></ellipse>
<path d="M21.8,19.1c-0.9-1.8-2.6-3.3-4.8-4.2c-0.6-0.2-1.3-0.2-1.8,0.1c-1,0.6-2,0.9-3.2,0.9s-2.2-0.3-3.2-0.9 C8.3,14.8,7.6,14.7,7,15c-2.2,0.9-3.9,2.4-4.8,4.2C1.5,20.5,2.6,22,4.1,22h15.8C21.4,22,22.5,20.5,21.8,19.1z"></path>
</g>
</svg>
</span>
<span class="username desktop-only" aria-hidden="true" id="uname_short"></span>
<span class="sr-only">Show account info</span>
</button>
</div>
<div class="ncbi-popup-anchor">
<div class="ncbi-popup account-popup" id="account_popup" aria-hidden="true">
<div class="ncbi-popup-head">
<button class="ncbi-close-button" data-ga-action="close_menu" data-ga-label="account_menu" type="button">
<span class="fa fa-times">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 48 48" width="24px" height="24px">
<path d="M38 12.83l-2.83-2.83-11.17 11.17-11.17-11.17-2.83 2.83 11.17 11.17-11.17 11.17 2.83 2.83 11.17-11.17 11.17 11.17 2.83-2.83-11.17-11.17z"></path>
</svg>
</span>
<span class="usa-sr-only">Close</span></button>
<h4>Account</h4>
</div>
<div class="account-user-info">
Logged in as:<br />
<b><span class="username" id="uname_long">username</span></b>
</div>
<div class="account-links">
<ul class="usa-unstyled-list">
<li><a id="account_myncbi" href="/myncbi/" class="set-base-url" data-ga-action="click_menu_item" data-ga-label="account_myncbi">Dashboard</a></li>
<li><a id="account_pubs" href="/myncbi/collections/bibliography/" class="set-base-url" data-ga-action="click_menu_item" data-ga-label="account_pubs">Publications</a></li>
<li><a id="account_settings" href="/account/settings/" class="set-base-url" data-ga-action="click_menu_item" data-ga-label="account_settings">Account settings</a></li>
<li><a id="account_logout" href="/account/signout/" class="set-base-url" data-ga-action="click_menu_item" data-ga-label="account_logout">Log out</a></li>
</ul>
</div>
</div>
</div>
</div>
</div>
</header>
<div role="navigation" aria-label="access keys">
<a id="nws_header_accesskey_0" href="https://www.ncbi.nlm.nih.gov/guide/browsers/#ncbi_accesskeys" class="usa-sr-only" accesskey="0" tabindex="-1">Access keys</a>
<a id="nws_header_accesskey_1" href="https://www.ncbi.nlm.nih.gov" class="usa-sr-only" accesskey="1" tabindex="-1">NCBI Homepage</a>
<a id="nws_header_accesskey_2" href="/myncbi/" class="set-base-url usa-sr-only" accesskey="2" tabindex="-1">MyNCBI Homepage</a>
<a id="nws_header_accesskey_3" href="#maincontent" class="usa-sr-only" accesskey="3" tabindex="-1">Main Content</a>
<a id="nws_header_accesskey_4" href="#" class="usa-sr-only" accesskey="4" tabindex="-1">Main Navigation</a>
</div>
<section data-section="Alerts">
<div class="ncbi-alerts-placeholder"></div>
</section>
</div>
</div>
<!--/.header-->
<div class="header">
<div class="res_logo"><h1 class="res_name"><a href="/sra/" title="SRA home">SRA</a></h1><h2 class="res_tagline">SRA</h2></div>
<div class="search"><form method="get" action="/sra/"><div class="search_form"><label for="database" class="offscreen_noflow">Search database</label><select id="database"><optgroup label="Recent"><option value="sra" selected="selected">SRA</option><option value="nuccore">Nucleotide</option><option value="books">Books</option><option value="pubmed" class="last">PubMed</option></optgroup><optgroup label="All"><option value="gquery">All Databases</option><option value="assembly">Assembly</option><option value="biocollections">Biocollections</option><option value="bioproject">BioProject</option><option value="biosample">BioSample</option><option value="books">Books</option><option value="clinvar">ClinVar</option><option value="cdd">Conserved Domains</option><option value="gap">dbGaP</option><option value="dbvar">dbVar</option><option value="gene">Gene</option><option value="genome">Genome</option><option value="gds">GEO DataSets</option><option value="geoprofiles">GEO Profiles</option><option value="gtr">GTR</option><option value="ipg">Identical Protein Groups</option><option value="medgen">MedGen</option><option value="mesh">MeSH</option><option value="nlmcatalog">NLM Catalog</option><option value="nuccore">Nucleotide</option><option value="omim">OMIM</option><option value="pmc">PMC</option><option value="protein">Protein</option><option value="proteinclusters">Protein Clusters</option><option value="protfam">Protein Family Models</option><option value="pcassay">PubChem BioAssay</option><option value="pccompound">PubChem Compound</option><option value="pcsubstance">PubChem Substance</option><option value="pubmed">PubMed</option><option value="snp">SNP</option><option value="sra">SRA</option><option value="structure">Structure</option><option value="taxonomy">Taxonomy</option><option value="toolkit">ToolKit</option><option value="toolkitall">ToolKitAll</option><option value="toolkitbookgh">ToolKitBookgh</option></optgroup></select><div class="nowrap"><label for="term" class="offscreen_noflow" accesskey="/">Search term</label><div class="nowrap"><input type="text" name="term" id="term" title="Search SRA" value="" class="jig-ncbiclearbutton jig-ncbiautocomplete" data-jigconfig="isEnabled:false,disableUrl:'NcbiSearchBarAutoComplCtrl'" autocomplete="off" data-sbconfig="ds:'no',pjs:'no',afs:'yes'" /></div><button id="search" type="submit" class="button_search nowrap" cmd="go">Search</button></div></div></form><ul class=" inline_list searchlinks"><li>
<a href="/sra/advanced/">Advanced</a>
</li></ul></div>
</div>
<div class="nav_and_browser">
<div class="localnav"><ul class="jig-ncbilocalnav">
<li>
<a title="Getting Started" href="/sra/docs/">Getting Started</a></li>
<li>
<a title="SRA Submission Quick Start" href="/sra/docs/submit">Submission Quick Start</a></li>
<li>
<a title="SRA Search and Download Guide" href="/sra/docs/sradownload">Search and Download</a>
</li>
<li>
<a title="How to use SRA in the cloud" href="/sra/docs/sra-cloud">SRA in the Cloud</a>
</li>
<li>
<a title="Archive Documentation" href="/sra/docs/sra-data-storage-model/">Archive Documentation</a>
<ul>
<li><a title="Data Storage Model" href="/sra/docs/sra-data-storage-model/">Data Storage Model</a></li>
<li><a title="Root Cause Analysis: Summary and Report" href="/sra/docs/rca/">Root Cause Analysis: Summary and Report</a></li>
</ul>
</li>
</ul></div>
</div>
<!-- was itemctrl -->
<div class="container">
<div id="maincontent" class="content col twelve_col last">
<div class="col1">
<h1 id="access-trace-data">Access Trace Data</h1>
<div class="jig-ncbiinpagenav" data-all-heading-levels="[&quot;h2&quot;]" data-top-of-page-t-o-c="true">
<h2 id="introduction">Introduction</h2>
<div class="warning-message"> <img src="/core/assets/sra/images/tack.png" alt="Tack" height="20" /> As a result of diminished usage and aging hardware
infrastructure, <strong>the Trace Archive</strong>, which previously stored capillary sequence data submitted to NCBI, has been retired.
</div>
<p>Capillary sequence data may still be submitted to the NCBI <a title="Sequence Read Archive" href="/sra/">Sequence Read Archive (SRA)</a> via
<a title="SRA Submission Portal" href="https://submit.ncbi.nlm.nih.gov/subs/sra/">Submission Portal</a>. <br />
All data previously stored in the <strong>Trace Archive</strong> has been transferred to SRA and may be found in Entrez using standard search terms or accessed directly by <strong>TI</strong> number. </p>
<h2 id="searching-for-trace-archive-data">Searching for Trace Archive data in Sequence Read Archive (SRA) Entrez</h2>
<p>Trace data can be searched in Entrez and accessed like any other data housed in SRA. Users may search by Organism,
Center Name, or other metadata terms in SRA Entrez. The key distinction in Entrez is that after entering a search, users should ensure the <strong>Capillary</strong> option is selected from the
<strong>Platform</strong> section of the facet list on the left side of the results page. </p>
<h3 id="examples">Examples</h3>
<p>Go to <a title="Sequence Read Archive" href="/sra/">SRA Home page</a> and </p>
<h4 id="find-all-capillary-sequencing-re">Find all capillary sequencing records</h4>
<p>Type in the search box <a target="_blank" title="search by platform, new window" href="/sra?term=%22platform%20capillary%22%5BProperties%5D">"platform capillary"[Properties]</a> </p>
<h4 id="find-capillary-records-for-term-">Find capillary records for term 'cancer'</h4>
<ol>
<li>Type "cancer" in the search field: <a target="_blank" title="search for cancer in SRA, new window" href="/sra/?term=cancer">cancer</a> </li>
<li>Click "Capillary" in <strong>Platform</strong> section of the facet list on the left side of the results page </li>
</ol>
<h2 id="accessing-trace-archive-data-fro">Accessing Trace Archive data from SRA Entrez</h2>
<h3 id="run-browser">Run Browser</h3>
<p>If interested in a few specific records, users can click on individual entries from the Entrez results page
to see a more detailed breakdown of the record metadata. From there users may click on a Run accession link in the 'Runs' section to see
the record in <a target="_blank" title="Run Browser, new window" href="/Traces/sra/sra.cgi?view=run_browser">Run Browser <img src="/core/assets/sra/images/offsite.png" alt="offsite image" width="15" /></a>
where individual reads can be viewed and the data can be downloaded manually in SRA normalized format.</p>
<h4 id="example">Example</h4>
<p><a target="_blank" title="Run Browser, new window" href="/Traces/sra/?run=SRR19207298">/Traces/sra/?run=SRR19207298 <img src="/core/assets/sra/images/offsite.png" alt="offsite image" width="15" /></a> </p>
<h3 id="run-selector">Run Selector</h3>
<p>Users preferring to look at and further refine a larger set of records can send the Entrez results to the <strong>Run Selector</strong>: </p>
<ul>
<li>Click <strong>Send to</strong> on the top of the results page, check the <strong>Run Selector</strong> radiobutton, and click the button <strong>Go</strong>. </li>
<li>If necessary, refine your results by using various filters provided by the <strong>Run Selector</strong>'s interface.</li>
<li>Click the <strong>Metadata</strong> button. This will generate a tabular <code>SraRunTable.txt</code> file with metadata available for each Run. </li>
</ul>
<h4 id="example_1">Example</h4>
<p><a target="_blank" title="Run Browser, new window" href="/Traces/study/?uids=21811665%2C21799678%2C21799677&amp;o=acc_s%3Aa">Three selected runs in the Run Selector <img src="/core/assets/sra/images/offsite.png" alt="offsite image" width="15" /></a> </p>
<h2 id="downloading-trace-archive-data-u">Downloading Trace Archive data using SRA Toolkit</h2>
<p>Once a user has one or more Run accessions of interest, the SRA Toolkit can be used to access the data in <code>fasta</code> or <code>fastq</code> format like
<a target="_blank" title="SRA Download Guide, new window" href="/sra/docs/sradownload/">any other SRA data</a>.
For example, <code>fasta</code> data can be obtained from any Run accessions with a toolkit command like:</p>
<p><code>fasterq-dump --fasta SRR9495649</code> </p>
<p>For more information on installing and using the SRA Toolkit to access these data, please see </p>
<ul>
<li><a target="_blank" title="SRA Download Guide, new window" href="/sra/docs/sradownload/">SRA Download Guide</a> or </li>
<li><a target="_blank" title="GitHub, new window" href="https://github.com/ncbi/sra-tools/wiki/02.-Installing-SRA-Toolkit">GitHub page <img src="/core/assets/sra/images/offsite.png" alt="offsite image" width="15" /></a> </li>
</ul>
<h2 id="accessing-trace-archive-data-by-">Accessing Trace Archive data by TI Number</h2>
<p>For users that want to access specific Trace Archive records by <strong>TI</strong> number, SRA provides a service to access these data directly in <code>fasta</code> format that can
be called from the command line. This web service can process one or more TI numbers simultaneously using a comma delimited list (eg: TI numbers 10, 20, and 30): </p>
<p><code>curl "https://www.ncbi.nlm.nih.gov/Traces/sra-reads-be/fasta?ti=10,20,30&amp;retmode=text"</code> </p>
<p>You can use <code>retmode=raw</code> or remove the <code>retmode</code> element entirely to access the data in <code>.gz</code> format: </p>
<p><code>curl "https://www.ncbi.nlm.nih.gov/Traces/sra-reads-be/fasta?ti=10,20,30&amp;retmode=raw" &gt; output_fasta.gz</code> </p>
<p>If the list includes any invalid TI numbers, an error will be returned: "Unrecognized TIs were found".
To have the service ignore bad TI numbers ('badTI' below) and return fasta records for all valid TIs in the request, add the <code>ignore_bad_tis</code> parameter: </p>
<p><code>curl "https://www.ncbi.nlm.nih.gov/Traces/sra-reads-be/fasta?ti=10,20,badTI&amp;ignore_bad_tis&amp;retmode=text"</code> </p>
<p>While there is no limit to the number of TIs that can be queried per request, using the syntax above can lead to an error if the length of
the URL is too large: "414 Request-URI Too Long". To query a set of TIs that exceeds this length, please create a text file containing the
TI numbers in a single, comma-delimited line, e.g.: </p>
<p><code>100001,100002,100003,100004,100005</code></p>
<p>To download the data in a gzipped fasta file for a list of TIs in a file named 'ti.txt'
in the current working directory, the curl command is: </p>
<p><code>curl -F "ti=@./ti.txt" 'https://www.ncbi.nlm.nih.gov/Traces/sra-reads-be/fasta?retmode=raw&amp;ignore_bad_tis=1' &gt; ti.fasta.gz</code> </p>
<h2 id="legacy-support-for-query_tracedb">Legacy Support for <code>query_tracedb</code></h2>
<p>In the past the <strong>query_tracedb</strong> script could be used to access Trace Archive data by TI number,
and this will continue to function as all queries via this old method will be redirected to our new service
automatically. The fasta output format will remain the same, ensuring that existing scripts or pipelines that use the
<strong>query_tracedb</strong> tool should continue to function normally. However, features of the <strong>query_tracedb</strong> script other than <code>fasta</code> retrieval by
TI number will no longer
function or be supported and we recommend that users migrate to using the new service mentioned above as soon as possible. </p>
<hr />
<h2 id="contact-sra">Contact SRA</h2>
<p>Contact SRA staff for assistance at <a href="mailto:sra@ncbi.nlm.nih.gov?subject=SRA%20question&amp;body=Dear%20SRA%20staff">sra@ncbi.nlm.nih.gov</a> </p>
</div>
</div>
<!--/.col1-->
<div class="col2">
<div id="shared-content-1">
<h2 data-heading="h2" data-no-toc="true">Getting Started</h2>
<ul>
<li><a title="SRA Getting Started" href="/sra/docs/">Getting Started</a></li>
</ul>
<h2 data-heading="h2" data-no-toc="true">Downloading SRA Data</h2>
<ul>
<li><a title="Download SRA sequences from Entrez search results" href="/sra/docs/sradownload">Download Guide</a> </li>
<li><a title="dbGAP Download Guide" href="/sra/docs/sra-dbgap-download">dbGaP Download Guide</a> </li>
<li><a title="Data Delivery to cloud bucket" href="/sra/docs/data-delivery">Data Delivery to Cloud</a> </li>
<li><a title="Access Trace Data" href="/sra/docs/trace-data">Access Trace Data</a> </li>
</ul>
<h2 data-heading="h2" data-no-toc="true">Search SRA</h2>
<ul>
<li><a title="Search in SRA" href="/sra/docs/srasearch">Search in SRA Entrez</a> </li>
<li><a title="SRA cloud-based search" href="/sra/docs/sra-cloud-based-examples">Cloud-based Search</a> </li>
<li><a title="SRA in BigQuery" href="/sra/docs/sra-bigquery-examples">Search in BigQuery</a> </li>
<li><a title="SRA in Athena" href="/sra/docs/sra-athena-examples">Search in Athena</a> </li>
</ul>
<h2 data-heading="h2" data-no-toc="true">Browsing</h2>
<ul>
<li><a target="_blank" title="SRA Run Selector" href="/Traces/study/">SRA Run Selector</a> </li>
<li><a target="_blank" title="Browse Samples, new window" href="/Traces/sra/sra.cgi?view=samples">Samples</a> </li>
<li><a target="_blank" title="Browse Analyses, new window" href="/Traces/sra/sra.cgi?view=analysis">Analyses</a> </li>
<li><a target="_blank" title="Run Browser" href="/Traces/sra/sra.cgi?view=run_browser">Data for a single RUN</a> </li>
</ul>
<h2 data-heading="h2" data-no-toc="true">SRA-BLAST</h2>
<ul>
<li><a target="_blank" title="SRA Blast Step by Step" href="https://ftp.ncbi.nlm.nih.gov/pub/factsheets/HowTo_LocalSRABlast_StepByStep.pdf">SRA BLAST How To</a> </li>
</ul>
<h3 id="use-cases">Use cases</h3>
<ul>
<li><a target="_blank" title="The Tasmanian Devil and Cancer as an Infectious Disease: Analysis of transcriptome data, new window" href="https://ncbiinsights.ncbi.nlm.nih.gov/2013/02/27/the-tasmanian-devil-and-cancer-as-an-infectious-disease-analysis-of-transcriptome-data/">Transcriptome analysis<img src="/core/assets/sra/images/offsite.png" alt="offsite image" width="15" /></a></li>
<li><a target="_blank" title="Exploring next-gen sequencing experiments with SRA-BLAST, new window" href="/books/NBK431007/">Metagenome analysis<img src="/core/assets/sra/images/offsite.png" alt="offsite image" width="15" /></a></li>
</ul>
</div>
</div>
<!--/.col2-->
<div class="col3">
</div>
<!--/.col3-->
<div class="col4">
</div>
<!--/.col4-->
<div class="col5">
</div>
<div class="col6">
</div>
<div class="col7">
</div>
<div class="col8">
</div>
<div class="col9">
</div>
</div><!--/.content-->
</div><!--/.container-->
<div id="NCBIFooter_dynamic">
<div class="breadcrumbs">You are here:
<span id="breadcrumb_text"><a href="/guide/">NCBI</a></span></div>
<a id="help-desk-link" class="help_desk" href="https://support.ncbi.nlm.nih.gov/ics/support/default.asp?Time=2025-03-12T19:01:51-04:00&amp;Snapshot=%2Fprojects%2Fstaticsites%2FSraDocs@1.5&amp;Host=portal107&amp;ncbi_phid=CE8E31027D20C2E1000000000080006E&amp;ncbi_session=CE8B5AF87C7FFCB1_0191SID&amp;from=https%3A%2F%2Fwww.ncbi.nlm.nih.gov%2Fsra%2Fdocs%2Ftrace-data%2F&amp;Ncbi_App=sra&amp;Page=sra-custom-page&amp;style=classic&amp;deptID=28049" target="_blank">Support Center</a>
<noscript><img alt="" src="/stat?jsdisabled=true&amp;ncbi_app=sra&amp;ncbi_db=&amp;ncbi_pdid=sra-custom-page&amp;ncbi_phid=CE8E31027D20C2E1000000000080006E" /></noscript>
</div>
<div xmlns:xi="http://www.w3.org/2001/XInclude">
<div xmlns="http://www.w3.org/1999/xhtml" class="footer" id="footer" xml:base="http://127.0.0.1/sites/static/header_footer">
<section class="icon-section">
<div id="icon-section-header" class="icon-section_header">Follow NCBI</div>
<div class="grid-container container">
<div class="icon-section_container">
<a class="footer-icon" id="footer_twitter" href="https://twitter.com/ncbi" aria-label="Twitter">
<svg xmlns="http://www.w3.org/2000/svg" width="40" height="40" viewBox="0 0 40 40" fill="none">
<title>Twitter</title>
<g id="twitterx1008">
<path id="path1008" d="M6.06736 7L16.8778 20.8991L6.00001 32.2H10.2L18.6 23.1L25.668 32.2H34L22.8 17.5L31.9 7H28.4L20.7 15.4L14.401 7H6.06898H6.06736ZM9.66753 8.73423H12.9327L29.7327 30.4658H26.5697L9.66753 8.73423Z" fill="#5B616B"></path>
</g>
</svg>
</a>
<a class="footer-icon" id="footer_facebook" href="https://www.facebook.com/ncbi.nlm" aria-label="Facebook"><svg xmlns="http://www.w3.org/2000/svg" data-name="Layer 1" viewBox="0 0 300 300">
<title>Facebook</title>
<path class="cls-11" d="M210.5,115.12H171.74V97.82c0-8.14,5.39-10,9.19-10h27.14V52l-39.32-.12c-35.66,0-42.42,26.68-42.42,43.77v19.48H99.09v36.32h27.24v109h45.41v-109h35Z">
</path>
</svg></a>
<a class="footer-icon" id="footer_linkedin" href="https://www.linkedin.com/company/ncbinlm" aria-label="LinkedIn"><svg xmlns="http://www.w3.org/2000/svg" data-name="Layer 1" viewBox="0 0 300 300">
<title>LinkedIn</title>
<path class="cls-11" d="M101.64,243.37H57.79v-114h43.85Zm-22-131.54h-.26c-13.25,0-21.82-10.36-21.82-21.76,0-11.65,8.84-21.15,22.33-21.15S101.7,78.72,102,90.38C102,101.77,93.4,111.83,79.63,111.83Zm100.93,52.61A17.54,17.54,0,0,0,163,182v61.39H119.18s.51-105.23,0-114H163v13a54.33,54.33,0,0,1,34.54-12.66c26,0,44.39,18.8,44.39,55.29v58.35H198.1V182A17.54,17.54,0,0,0,180.56,164.44Z">
</path>
</svg></a>
<a class="footer-icon" id="footer_github" href="https://github.com/ncbi" aria-label="GitHub"><svg xmlns="http://www.w3.org/2000/svg" data-name="Layer 1" viewBox="0 0 300 300">
<defs>
<style>
.cls-11,
.cls-12 {
fill: #737373;
}
.cls-11 {
fill-rule: evenodd;
}
</style>
</defs>
<title>GitHub</title>
<path class="cls-11" d="M151.36,47.28a105.76,105.76,0,0,0-33.43,206.1c5.28,1,7.22-2.3,7.22-5.09,0-2.52-.09-10.85-.14-19.69-29.42,6.4-35.63-12.48-35.63-12.48-4.81-12.22-11.74-15.47-11.74-15.47-9.59-6.56.73-6.43.73-6.43,10.61.75,16.21,10.9,16.21,10.9,9.43,16.17,24.73,11.49,30.77,8.79,1-6.83,3.69-11.5,6.71-14.14C108.57,197.1,83.88,188,83.88,147.51a40.92,40.92,0,0,1,10.9-28.39c-1.1-2.66-4.72-13.42,1-28,0,0,8.88-2.84,29.09,10.84a100.26,100.26,0,0,1,53,0C198,88.3,206.9,91.14,206.9,91.14c5.76,14.56,2.14,25.32,1,28a40.87,40.87,0,0,1,10.89,28.39c0,40.62-24.74,49.56-48.29,52.18,3.79,3.28,7.17,9.71,7.17,19.58,0,14.15-.12,25.54-.12,29,0,2.82,1.9,6.11,7.26,5.07A105.76,105.76,0,0,0,151.36,47.28Z">
</path>
<path class="cls-12" d="M85.66,199.12c-.23.52-1.06.68-1.81.32s-1.2-1.06-.95-1.59,1.06-.69,1.82-.33,1.21,1.07.94,1.6Zm-1.3-1">
</path>
<path class="cls-12" d="M90,203.89c-.51.47-1.49.25-2.16-.49a1.61,1.61,0,0,1-.31-2.19c.52-.47,1.47-.25,2.17.49s.82,1.72.3,2.19Zm-1-1.08">
</path>
<path class="cls-12" d="M94.12,210c-.65.46-1.71,0-2.37-.91s-.64-2.07,0-2.52,1.7,0,2.36.89.65,2.08,0,2.54Zm0,0"></path>
<path class="cls-12" d="M99.83,215.87c-.58.64-1.82.47-2.72-.41s-1.18-2.06-.6-2.7,1.83-.46,2.74.41,1.2,2.07.58,2.7Zm0,0">
</path>
<path class="cls-12" d="M107.71,219.29c-.26.82-1.45,1.2-2.64.85s-2-1.34-1.74-2.17,1.44-1.23,2.65-.85,2,1.32,1.73,2.17Zm0,0">
</path>
<path class="cls-12" d="M116.36,219.92c0,.87-1,1.59-2.24,1.61s-2.29-.68-2.3-1.54,1-1.59,2.26-1.61,2.28.67,2.28,1.54Zm0,0">
</path>
<path class="cls-12" d="M124.42,218.55c.15.85-.73,1.72-2,1.95s-2.37-.3-2.52-1.14.73-1.75,2-2,2.37.29,2.53,1.16Zm0,0"></path>
</svg></a>
<a class="footer-icon" id="footer_blog" href="https://ncbiinsights.ncbi.nlm.nih.gov/" aria-label="Blog">
<svg xmlns="http://www.w3.org/2000/svg" id="Layer_1" data-name="Layer 1" viewBox="0 0 40 40">
<defs><style>.cls-1{fill:#737373;}</style></defs>
<title>NCBI Insights Blog</title>
<path class="cls-1" d="M14,30a4,4,0,1,1-4-4,4,4,0,0,1,4,4Zm11,3A19,19,0,0,0,7.05,15a1,1,0,0,0-1,1v3a1,1,0,0,0,.93,1A14,14,0,0,1,20,33.07,1,1,0,0,0,21,34h3a1,1,0,0,0,1-1Zm9,0A28,28,0,0,0,7,6,1,1,0,0,0,6,7v3a1,1,0,0,0,1,1A23,23,0,0,1,29,33a1,1,0,0,0,1,1h3A1,1,0,0,0,34,33Z"></path>
</svg>
</a>
</div>
</div>
</section>
<section class="container-fluid bg-primary">
<div class="container pt-5">
<div class="row mt-3">
<div class="col-lg-3 col-12">
<p><a class="text-white" href="https://www.nlm.nih.gov/socialmedia/index.html">Connect with NLM</a></p>
<ul class="list-inline social_media">
<li class="list-inline-item"><a href="https://twitter.com/NLM_NIH" aria-label="Twitter" target="_blank" rel="noopener noreferrer">
<svg xmlns="http://www.w3.org/2000/svg" width="35" height="35" viewBox="0 0 36 35" fill="none">
<title>Twitter</title>
<g id="twitterx1009" clip-path="url(#clip0_65276_3946)">
<path id="Vector_Twitter" d="M17.5006 34.6565C26.9761 34.6565 34.6575 26.9751 34.6575 17.4996C34.6575 8.02416 26.9761 0.342773 17.5006 0.342773C8.02514 0.342773 0.34375 8.02416 0.34375 17.4996C0.34375 26.9751 8.02514 34.6565 17.5006 34.6565Z" fill="#205493" stroke="white" stroke-width="1.0" stroke-miterlimit="10"></path>
<path id="path1009" d="M8.54811 8.5L16.2698 18.4279L8.50001 26.5H11.5L17.5 20L22.5486 26.5H28.5L20.5 16L27 8.5H24.5L19 14.5L14.5007 8.5H8.54927H8.54811ZM11.1197 9.73873H13.4519L25.4519 25.2613H23.1926L11.1197 9.73873Z" fill="white"></path>
</g>
<defs>
<clipPath id="clip0_65276_3946">
<rect width="35" height="35" fill="white"></rect>
</clipPath>
</defs>
</svg>
</a></li>
<li class="list-inline-item"><a href="https://www.facebook.com/nationallibraryofmedicine" aria-label="Facebook" rel="noopener noreferrer" target="_blank">
<svg xmlns="http://www.w3.org/2000/svg" width="35" height="35" viewBox="0 0 36 35" fill="none">
<title>Facebook</title>
<g id="Facebook" clip-path="url(#clip0_1717_1086)">
<path id="Vector_Facebook" d="M15.1147 29.1371C15.1147 29.0822 15.1147 29.0296 15.1147 28.9747V18.9414H11.8183C11.6719 18.9414 11.6719 18.9414 11.6719 18.8018C11.6719 17.5642 11.6719 16.3289 11.6719 15.0937C11.6719 14.9793 11.7062 14.9518 11.816 14.9518C12.8683 14.9518 13.9206 14.9518 14.9751 14.9518H15.1215V14.8329C15.1215 13.8057 15.1215 12.774 15.1215 11.7492C15.1274 10.9262 15.3148 10.1146 15.6706 9.37241C16.1301 8.38271 16.9475 7.60378 17.9582 7.19235C18.6492 6.90525 19.3923 6.76428 20.1405 6.7783C21.0029 6.79202 21.8653 6.83091 22.7278 6.86065C22.8879 6.86065 23.048 6.89496 23.2082 6.90182C23.2974 6.90182 23.3271 6.94071 23.3271 7.02993C23.3271 7.54235 23.3271 8.05477 23.3271 8.5649C23.3271 9.16882 23.3271 9.77274 23.3271 10.3767C23.3271 10.4819 23.2974 10.5139 23.1921 10.5116C22.5379 10.5116 21.8814 10.5116 21.2271 10.5116C20.9287 10.5184 20.6316 10.5528 20.3395 10.6146C20.0822 10.6619 19.8463 10.7891 19.6653 10.9779C19.4842 11.1668 19.3672 11.4078 19.3307 11.6669C19.2857 11.893 19.2612 12.1226 19.2575 12.3531C19.2575 13.1904 19.2575 14.0299 19.2575 14.8695C19.2575 14.8946 19.2575 14.9198 19.2575 14.9564H23.0229C23.1807 14.9564 23.183 14.9564 23.1624 15.1074C23.0778 15.7662 22.9885 16.425 22.9039 17.0816C22.8322 17.6321 22.7636 18.1827 22.698 18.7332C22.6729 18.9437 22.6797 18.9437 22.4693 18.9437H19.2644V28.8992C19.2644 28.9793 19.2644 29.0593 19.2644 29.1394L15.1147 29.1371Z" fill="white"></path>
<path id="Vector_2_Facebook" d="M17.5006 34.657C26.9761 34.657 34.6575 26.9756 34.6575 17.5001C34.6575 8.02465 26.9761 0.343262 17.5006 0.343262C8.02514 0.343262 0.34375 8.02465 0.34375 17.5001C0.34375 26.9756 8.02514 34.657 17.5006 34.657Z" stroke="white" stroke-width="1.0" stroke-miterlimit="10"></path>
</g>
<defs>
<clipPath id="clip0_1717_1086">
<rect width="35" height="35" fill="white"></rect>
</clipPath>
</defs>
</svg>
</a></li>
<li class="list-inline-item"><a href="https://www.youtube.com/user/NLMNIH" aria-label="Youtube" target="_blank" rel="noopener noreferrer">
<svg xmlns="http://www.w3.org/2000/svg" width="35" height="35" viewBox="0 0 36 35" fill="none">
<title>Youtube</title>
<g id="YouTube" clip-path="url(#clip0_1717_1101)">
<path id="Vector_Youtube" d="M26.2571 11.4791C25.9025 11.1589 25.5709 10.9576 24.228 10.834C22.5512 10.6785 20.2797 10.6556 18.564 10.6533H16.4365C14.7208 10.6533 12.4493 10.6785 10.7725 10.834C9.43196 10.9576 9.09798 11.1589 8.7434 11.4791C7.81464 12.321 7.6202 14.6268 7.59961 16.8938C7.59961 17.3178 7.59961 17.741 7.59961 18.1635C7.62706 20.4121 7.82837 22.686 8.7434 23.521C9.09798 23.8412 9.42967 24.0425 10.7725 24.1661C12.4493 24.3216 14.7208 24.3445 16.4365 24.3468H18.564C20.2797 24.3468 22.5512 24.3216 24.228 24.1661C25.5686 24.0425 25.9025 23.8412 26.2571 23.521C27.1722 22.6929 27.3735 20.451 27.4009 18.2206C27.4009 17.7402 27.4009 17.2599 27.4009 16.7795C27.3735 14.5491 27.1699 12.3072 26.2571 11.4791ZM15.5604 20.5311V14.652L20.561 17.5001L15.5604 20.5311Z" fill="white"></path>
<path id="Vector_2_Youtube" d="M17.5006 34.657C26.9761 34.657 34.6575 26.9756 34.6575 17.5001C34.6575 8.02465 26.9761 0.343262 17.5006 0.343262C8.02514 0.343262 0.34375 8.02465 0.34375 17.5001C0.34375 26.9756 8.02514 34.657 17.5006 34.657Z" stroke="white" stroke-width="1.0" stroke-miterlimit="10"></path>
</g>
<defs>
<clipPath id="clip0_1717_1101">
<rect width="35" height="35" fill="white"></rect>
</clipPath>
</defs>
</svg>
</a></li>
</ul>
</div>
<div class="col-lg-3 col-12">
<p class="address_footer text-white">National Library of Medicine<br />
<a href="https://www.google.com/maps/place/8600+Rockville+Pike,+Bethesda,+MD+20894/@38.9959508,-77.101021,17z/data=!3m1!4b1!4m5!3m4!1s0x89b7c95e25765ddb:0x19156f88b27635b8!8m2!3d38.9959508!4d-77.0988323" class="text-white" target="_blank" rel="noopener noreferrer">8600 Rockville Pike<br />
Bethesda, MD 20894</a></p>
</div>
<div class="col-lg-3 col-12 centered-lg">
<p><a href="https://www.nlm.nih.gov/web_policies.html" class="text-white">Web Policies</a><br />
<a href="https://www.nih.gov/institutes-nih/nih-office-director/office-communications-public-liaison/freedom-information-act-office" class="text-white">FOIA</a><br />
<a href="https://www.hhs.gov/vulnerability-disclosure-policy/index.html" class="text-white" id="vdp">HHS Vulnerability Disclosure</a></p>
</div>
<div class="col-lg-3 col-12 centered-lg">
<p><a class="supportLink text-white" href="https://support.nlm.nih.gov/">Help</a><br />
<a href="https://www.nlm.nih.gov/accessibility.html" class="text-white">Accessibility</a><br />
<a href="https://www.nlm.nih.gov/careers/careers.html" class="text-white">Careers</a></p>
</div>
</div>
<div class="row">
<div class="col-lg-12 centered-lg">
<nav class="bottom-links">
<ul class="mt-3">
<li>
<a class="text-white" href="//www.nlm.nih.gov/">NLM</a>
</li>
<li>
<a class="text-white" href="https://www.nih.gov/">NIH</a>
</li>
<li>
<a class="text-white" href="https://www.hhs.gov/">HHS</a>
</li>
<li>
<a class="text-white" href="https://www.usa.gov/">USA.gov</a>
</li>
</ul>
</nav>
</div>
</div>
</div>
</section>
<script type="text/javascript" src="/portal/portal3rc.fcgi/rlib/js/InstrumentOmnitureBaseJS/InstrumentNCBIConfigJS/InstrumentNCBIBaseJS/InstrumentPageStarterJS.js?v=1"> </script>
<script type="text/javascript" src="/portal/portal3rc.fcgi/static/js/hfjs2.js"> </script>
</div>
</div>
<!--/.footer-->
<p class="last-updated small">Last updated: 2022-06-15T17:33:03Z</p>
</div>
<!--/.page-->
</div>
<!--/.wrap-->
<span class="PAFAppResources"></span>
</div><!-- /.twelve_col -->
</div>
<!-- /.grid -->
<!-- usually for JS scripts at page bottom -->
<span class="pagefixtures"></span>
<!-- CE8B5AF87C7FFCB1_0191SID /projects/staticsites/SraDocs@1.5 portal107 v4.1.r689238 Tue, Oct 22 2024 16:10:51 -->
<span id="portal-csrf-token" style="display:none" data-token="CE8B5AF87C7FFCB1_0191SID"></span>
<script type="text/javascript" src="//static.pubmed.gov/portal/portal3rc.fcgi/4217302/js/3879255/4121861/4082503/4217304/4087685.js" snapshot="sra"></script></body>
</html>