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        <datestamp>2026-10-05T17:22:59Z</datestamp>
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          <dc:title>&lt;p&gt;GWAS analysis pipeline.&lt;/p&gt;</dc:title>
          <dc:creator>Gulnur Ipek Erdemli (25316715)</dc:creator>
          <dc:creator>Murat Yilmaz (58709)</dc:creator>
          <dc:creator>Alp Mete Ummet (25316718)</dc:creator>
          <dc:creator>Fatih Akdemir (10446345)</dc:creator>
          <dc:creator>Ergi Deniz Ozsoy (25316721)</dc:creator>
          <dc:subject>Genetics</dc:subject>
          <dc:subject>Evolutionary Biology</dc:subject>
          <dc:subject>Environmental Sciences not elsewhere classified</dc:subject>
          <dc:subject>Ecology</dc:subject>
          <dc:subject>Biological Sciences not elsewhere classified</dc:subject>
          <dc:subject>Mental Health</dc:subject>
          <dc:subject>Infectious Diseases</dc:subject>
          <dc:subject>Plant Biology</dc:subject>
          <dc:subject>wide association analyses</dc:subject>
          <dc:subject>third larval stage</dc:subject>
          <dc:subject>specific gal4 drivers</dc:subject>
          <dc:subject>females analyzed separately</dc:subject>
          <dc:subject>effects model revealed</dc:subject>
          <dc:subject>div &gt;&lt; p</dc:subject>
          <dc:subject>complex quantitative phenotype</dc:subject>
          <dc:subject>based functional validation</dc:subject>
          <dc:subject>critical biological processes</dc:subject>
          <dc:subject>specific genetic effects</dc:subject>
          <dc:subject>genetic reference panel</dc:subject>
          <dc:subject>containing medium conditions</dc:subject>
          <dc:subject>tested using heart</dc:subject>
          <dc:subject>numerous genes associated</dc:subject>
          <dc:subject>drosophila melanogaster &lt;/</dc:subject>
          <dc:subject>affect hr changes</dc:subject>
          <dc:subject>substantial genetic variation</dc:subject>
          <dc:subject>basal heart rate</dc:subject>
          <dc:subject>heart rate</dc:subject>
          <dc:subject>drosophila &lt;/</dc:subject>
          <dc:subject>examined using</dc:subject>
          <dc:subject>critical factor</dc:subject>
          <dc:subject>stress conditions</dc:subject>
          <dc:subject>hr variation</dc:subject>
          <dc:subject>genetic basis</dc:subject>
          <dc:subject>genetic architecture</dc:subject>
          <dc:subject>conditions suggests</dc:subject>
          <dc:subject>targeted rnai</dc:subject>
          <dc:subject>strongly shaped</dc:subject>
          <dc:subject>sense heritability</dc:subject>
          <dc:subject>salt stress</dc:subject>
          <dc:subject>rnai experiments</dc:subject>
          <dc:subject>protein homeostasis</dc:subject>
          <dc:subject>physiological phenotypes</dc:subject>
          <dc:subject>natural environments</dc:subject>
          <dc:subject>ion transport</dc:subject>
          <dc:subject>hr measurements</dc:subject>
          <dc:subject>genes interact</dc:subject>
          <dc:subject>genes contributing</dc:subject>
          <dc:subject>findings reveal</dc:subject>
          <dc:subject>environmental factors</dc:subject>
          <dc:subject>distinct sets</dc:subject>
          <dc:subject>different genes</dc:subject>
          <dc:subject>dietary salt</dc:subject>
          <dc:subject>dgrp ).</dc:subject>
          <dc:subject>considerable number</dc:subject>
          <dc:subject>cardiac physiology</dc:subject>
          <dc:subject>cardiac development</dc:subject>
          <dc:description>&lt;p&gt;R scripts implementing the genome-wide association analysis pipeline, including variant filtering and the FaST-LMM mixed-model association testing.&lt;/p&gt; &lt;p&gt;(R)&lt;/p&gt;</dc:description>
          <dc:date>2026-10-05T17:22:41Z</dc:date>
          <dc:type>Dataset</dc:type>
          <dc:type>Dataset</dc:type>
          <dc:identifier>10.1371/journal.pgen.1012313.s017</dc:identifier>
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