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    <title>Iron-regulatory proteins secure iron availability in cardiomyocytes to prevent heart
      failure</title>
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      <article itemscope="" itemtype="http://schema.org/Article" data-itemscope="root">
        <h1 itemprop="headline">Iron-regulatory proteins secure iron availability in cardiomyocytes
          to prevent heart failure</h1>
        <meta itemprop="image"
          content="https://via.placeholder.com/1200x714/dbdbdb/4a4a4a.png?text=Iron-regulatory%20proteins%20secure%20iron%20availability%20in%20cardiomyocytes%20to%20prevent%20heart%20failure">
        <ol data-itemprop="authors">
          <li itemscope="" itemtype="http://schema.org/Person" itemprop="author">
            <meta itemprop="name" content="Saba Haddad"><span data-itemprop="givenNames"><span
                itemprop="givenName">Saba</span></span><span data-itemprop="familyNames"><span
                itemprop="familyName">Haddad</span></span>
          </li>
          <li itemscope="" itemtype="http://schema.org/Person" itemprop="author">
            <meta itemprop="name" content="Yong Wang"><span data-itemprop="givenNames"><span
                itemprop="givenName">Yong</span></span><span data-itemprop="familyNames"><span
                itemprop="familyName">Wang</span></span>
          </li>
          <li itemscope="" itemtype="http://schema.org/Person" itemprop="author">
            <meta itemprop="name" content="Bruno Galy"><span data-itemprop="givenNames"><span
                itemprop="givenName">Bruno</span></span><span data-itemprop="familyNames"><span
                itemprop="familyName">Galy</span></span>
          </li>
          <li itemscope="" itemtype="http://schema.org/Person" itemprop="author">
            <meta itemprop="name" content="Mortimer Korf-Klingebiel"><span
              data-itemprop="givenNames"><span itemprop="givenName">Mortimer</span></span><span
              data-itemprop="familyNames"><span itemprop="familyName">Korf-Klingebiel</span></span>
          </li>
          <li itemscope="" itemtype="http://schema.org/Person" itemprop="author">
            <meta itemprop="name" content="Valentin Hirsch"><span data-itemprop="givenNames"><span
                itemprop="givenName">Valentin</span></span><span data-itemprop="familyNames"><span
                itemprop="familyName">Hirsch</span></span>
          </li>
          <li itemscope="" itemtype="http://schema.org/Person" itemprop="author">
            <meta itemprop="name" content="Abdul M. Baru"><span data-itemprop="givenNames"><span
                itemprop="givenName">Abdul</span><span itemprop="givenName">M.</span></span><span
              data-itemprop="familyNames"><span itemprop="familyName">Baru</span></span>
          </li>
          <li itemscope="" itemtype="http://schema.org/Person" itemprop="author">
            <meta itemprop="name" content="Fatemeh Rostami"><span data-itemprop="givenNames"><span
                itemprop="givenName">Fatemeh</span></span><span data-itemprop="familyNames"><span
                itemprop="familyName">Rostami</span></span>
          </li>
          <li itemscope="" itemtype="http://schema.org/Person" itemprop="author">
            <meta itemprop="name" content="Marc R. Reboll"><span data-itemprop="givenNames"><span
                itemprop="givenName">Marc</span><span itemprop="givenName">R.</span></span><span
              data-itemprop="familyNames"><span itemprop="familyName">Reboll</span></span>
          </li>
          <li itemscope="" itemtype="http://schema.org/Person" itemprop="author">
            <meta itemprop="name" content="Jörg Heineke"><span data-itemprop="givenNames"><span
                itemprop="givenName">Jörg</span></span><span data-itemprop="familyNames"><span
                itemprop="familyName">Heineke</span></span>
          </li>
          <li itemscope="" itemtype="http://schema.org/Person" itemprop="author">
            <meta itemprop="name" content="Ulrich Flögel"><span data-itemprop="givenNames"><span
                itemprop="givenName">Ulrich</span></span><span data-itemprop="familyNames"><span
                itemprop="familyName">Flögel</span></span>
          </li>
          <li itemscope="" itemtype="http://schema.org/Person" itemprop="author">
            <meta itemprop="name" content="Stephanie Groos"><span data-itemprop="givenNames"><span
                itemprop="givenName">Stephanie</span></span><span data-itemprop="familyNames"><span
                itemprop="familyName">Groos</span></span>
          </li>
          <li itemscope="" itemtype="http://schema.org/Person" itemprop="author">
            <meta itemprop="name" content="André Renner"><span data-itemprop="givenNames"><span
                itemprop="givenName">André</span></span><span data-itemprop="familyNames"><span
                itemprop="familyName">Renner</span></span>
          </li>
          <li itemscope="" itemtype="http://schema.org/Person" itemprop="author">
            <meta itemprop="name" content="Karl Toischer"><span data-itemprop="givenNames"><span
                itemprop="givenName">Karl</span></span><span data-itemprop="familyNames"><span
                itemprop="familyName">Toischer</span></span>
          </li>
          <li itemscope="" itemtype="http://schema.org/Person" itemprop="author">
            <meta itemprop="name" content="Fabian Zimmermann"><span data-itemprop="givenNames"><span
                itemprop="givenName">Fabian</span></span><span data-itemprop="familyNames"><span
                itemprop="familyName">Zimmermann</span></span>
          </li>
          <li itemscope="" itemtype="http://schema.org/Person" itemprop="author">
            <meta itemprop="name" content="Stefan Engeli"><span data-itemprop="givenNames"><span
                itemprop="givenName">Stefan</span></span><span data-itemprop="familyNames"><span
                itemprop="familyName">Engeli</span></span>
          </li>
          <li itemscope="" itemtype="http://schema.org/Person" itemprop="author">
            <meta itemprop="name" content="Jens Jordan"><span data-itemprop="givenNames"><span
                itemprop="givenName">Jens</span></span><span data-itemprop="familyNames"><span
                itemprop="familyName">Jordan</span></span>
          </li>
          <li itemscope="" itemtype="http://schema.org/Person" itemprop="author">
            <meta itemprop="name" content="Johann Bauersachs"><span data-itemprop="givenNames"><span
                itemprop="givenName">Johann</span></span><span data-itemprop="familyNames"><span
                itemprop="familyName">Bauersachs</span></span>
          </li>
          <li itemscope="" itemtype="http://schema.org/Person" itemprop="author">
            <meta itemprop="name" content="Matthias W. Hentze"><span
              data-itemprop="givenNames"><span itemprop="givenName">Matthias</span><span
                itemprop="givenName">W.</span></span><span data-itemprop="familyNames"><span
                itemprop="familyName">Hentze</span></span>
          </li>
          <li itemscope="" itemtype="http://schema.org/Person" itemprop="author">
            <meta itemprop="name" content="Kai C. Wollert"><span data-itemprop="givenNames"><span
                itemprop="givenName">Kai</span><span itemprop="givenName">C.</span></span><span
              data-itemprop="familyNames"><span itemprop="familyName">Wollert</span></span>
          </li>
          <li itemscope="" itemtype="http://schema.org/Person" itemprop="author">
            <meta itemprop="name" content="Tibor Kempf"><span data-itemprop="givenNames"><span
                itemprop="givenName">Tibor</span></span><span data-itemprop="familyNames"><span
                itemprop="familyName">Kempf</span></span>
          </li>
        </ol><span itemscope="" itemtype="http://schema.org/Organization" itemprop="publisher">
          <meta itemprop="name" content="Unknown"><span itemscope=""
            itemtype="http://schema.org/ImageObject" itemprop="logo">
            <meta itemprop="url"
              content="https://via.placeholder.com/600x60/dbdbdb/4a4a4a.png?text=Unknown">
          </span>
        </span><time itemprop="datePublished" datetime="2017-02-01">2017-02-01</time>
        <ul data-itemprop="genre">
          <li itemprop="genre">Article</li>
        </ul>
        <ul data-itemprop="keywords">
          <li itemprop="keywords">Iron deficiency</li>
          <li itemprop="keywords">Heart failure</li>
          <li itemprop="keywords">Energy metabolism</li>
          <li itemprop="keywords">Extracellular flux analysis</li>
          <li itemprop="keywords">31P-Magnetic resonance spectroscopy</li>
        </ul>
        <ul data-itemprop="identifiers">
          <li itemscope="" itemtype="http://schema.org/PropertyValue" itemprop="identifier">
            <meta itemprop="propertyID" content="https://registry.identifiers.org/registry/doi">
            <span itemprop="name">doi</span><span itemprop="value">10.1093/eurheartj/ehw333</span>
          </li>
        </ul>
        <section data-itemprop="description">
          <h2 data-itemtype="http://schema.stenci.la/Heading">Abstract</h2>
          <meta itemprop="description"
            content="Iron deficiency (ID) is associated with adverse outcomes in heart failure (HF) but the underlying mechanisms are incompletely understood ...">
          <p itemscope="" itemtype="http://schema.stenci.la/Paragraph">Iron deficiency (ID) is
            associated with adverse outcomes in heart failure (HF) but the underlying mechanisms are
            incompletely understood ...</p>
        </section>
        <h2 itemscope="" itemtype="http://schema.stenci.la/Heading" id="results">Results</h2>
        <h3 itemscope="" itemtype="http://schema.stenci.la/Heading"
          id="reduced-iron-content-ire-binding-activity-and-transferrin-receptor-expression-in-the-failing-human-heart">
          Reduced iron content, IRE binding activity, and transferrin receptor expression in the
          failing human heart</h3>
        <stencila-code-chunk itemscope="" itemtype="http://schema.stenci.la/CodeChunk"
          data-execution_count="1" data-programminglanguage="python">
          <pre class="language-python" itemscope="" itemtype="http://schema.stenci.la/CodeBlock"
            slot="text"><code>from math import ceil
import pandas as pd
from orkg import ORKG
from scipy.stats import ttest_ind

orkg = ORKG(host=&#39;https://orkg.org/orkg&#39;)
orkg.templates.materialize_templates([&#39;R12002&#39;, &#39;R12006&#39;, &#39;R12008&#39;])
tp = orkg.templates

df = pd.read_csv(&#39;data.csv&#39;) 
tt = ttest_ind(df[&#39;non-failing heart (NF)&#39;], 
               df[&#39;failing heart (F)&#39;], 
               equal_var=False, nan_policy=&#39;omit&#39;)
pvalue = tt.pvalue
pvalue_ceil = ceil(pvalue * 1000) / 1000.0

tp.students_ttest(
  &#39;Statistically significant hypothesis test with IRE binding dependent variable on failing and non-failing hearts (p&lt;{})&#39;.format(pvalue_ceil),
  &#39;http://purl.obolibrary.org/obo/GO_0030350&#39;, # the study design dependent variable
  tp.pvalue(&#39;the p-value of the statistical hypothesis test (p&lt;{})&#39;.format(pvalue_ceil), tp.scalar_value_specification(pvalue)),
  &#39;data.csv&#39;, # the input dataset
).serialize_to_file(&#39;article.contribution.1.json&#39;, as_jsonld=True)</code></pre>
          <figure slot="outputs">
            <pre class="language-text" itemscope="" itemtype="http://schema.stenci.la/CodeBlock"><code>Installing dependencies: 100%|████████████████████| 3/3 [00:01&lt;00:00,  1.78it/s]
</code></pre>
          </figure>
        </stencila-code-chunk>
        <p itemscope="" itemtype="http://schema.stenci.la/Paragraph">Consistent with previous
          reports <span itemscope="" itemtype="http://schema.stenci.la/CiteGroup"><cite itemscope=""
              itemtype="http://schema.stenci.la/Cite"><a href="#bib1"><span>1</span><span>Maeder et
                  al.</span><span>2011</span></a></cite><cite itemscope=""
              itemtype="http://schema.stenci.la/Cite"><a href="#bib2"><span>2</span><span>Leszek et
                  al.</span><span>2011</span></a></cite></span> iron concentration was significantly
          lower in LV tissue samples from patients with advanced heart failure than in LV tissue
          samples from unused donor hearts. As shown by electrophoretic mobility shift assays, IRE
          binding activity was significantly (p&lt;0.001) reduced in failing hearts (most pronounced
          in patients with ischemic cardiomyopathy) (<a href="#fig1" itemscope=""
            itemtype="http://schema.stenci.la/Link">Figure 1</a>). Protein expression levels of the
          transferrin receptor were significantly lower in failing hearts than in the controls.</p>
        <figure itemscope="" itemtype="http://schema.stenci.la/Figure" id="fig1" title="Figure 1">
          <label data-itemprop="label">Figure 1</label>
          <stencila-code-chunk itemscope="" itemtype="http://schema.stenci.la/CodeChunk"
            data-tags="" data-execution_count="2" data-programminglanguage="python">
            <pre class="language-python" itemscope="" itemtype="http://schema.stenci.la/CodeBlock"
              slot="text"><code>df.plot.box()</code></pre>
            <figure slot="outputs">
              <pre><output>&lt;AxesSubplot:&gt;</output></pre><img src="index.html.media/0" alt=""
                itemscope="" itemtype="http://schema.org/ImageObject">
            </figure>
          </stencila-code-chunk>
          <figcaption>
            <h4 itemscope="" itemtype="http://schema.stenci.la/Heading"
              id="ire-binding-activity-for-non-failing-nf-and-failing-f-hearts">IRE binding activity
              for non-failing (NF) and failing (F) hearts.</h4>
          </figcaption>
        </figure>
        <section data-itemprop="references">
          <h2 data-itemtype="http://schema.stenci.la/Heading">References</h2>
          <ol>
            <li itemscope="" itemtype="http://schema.org/Article" itemprop="citation" id="bib1">
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                      itemprop="givenName">MT</span></span><span data-itemprop="familyNames"><span
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        </section>
      </article>
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