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<article article-type="brief-report" xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta>
      <journal-title-group>
        <journal-title>microPublication Biology</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2578-9430</issn>
      <publisher>
        <publisher-name>Caltech Library</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.17912/micropub.biology.002304</article-id>
      <article-id pub-id-type="accession" assigning-authority="wormbase">WBPaper00070148</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>new finding</subject>
        </subj-group>
        <subj-group subj-group-type="heading">
          <subject>materials and reagents</subject>
        </subj-group>
        <subj-group subj-group-type="subject">
          <subject>expression data</subject>
        </subj-group>
        <subj-group subj-group-type="subject">
          <subject>methods</subject>
        </subj-group>
        <subj-group subj-group-type="species">
          <subject>c. elegans</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>High confidence HIF-1 target genes for quantifying the activation of the HIF-1-mediated hypoxia response</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" equal-contrib="yes">
          <name>
            <surname>Desnos</surname>
            <given-names>Camille AH</given-names>
          </name>
          <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis">Formal analysis</role>
          <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation">Investigation</role>
          <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology">Methodology</role>
          <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation">Validation</role>
          <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization">Visualization</role>
          <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing - review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/Writing-review-editing">Writing - review &amp; editing</role>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author" equal-contrib="yes">
          <name>
            <surname>Tamez Gonzalez</surname>
            <given-names>Aura A</given-names>
          </name>
          <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis">Formal analysis</role>
          <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation">Investigation</role>
          <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology">Methodology</role>
          <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation">Validation</role>
          <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization">Visualization</role>
          <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing - review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/Writing-review-editing">Writing - review &amp; editing</role>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Van Raamsdonk</surname>
            <given-names>Jeremy M</given-names>
          </name>
          <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/onceptualization">Conceptualization</role>
          <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis">Formal analysis</role>
          <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation">Investigation</role>
          <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology">Methodology</role>
          <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision">Supervision</role>
          <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Visualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/visualization">Visualization</role>
          <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing - original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft">Writing - original draft</role>
          <role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing - review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/Writing-review-editing">Writing - review &amp; editing</role>
          <xref ref-type="aff" rid="aff3">3</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
          <xref ref-type="corresp" rid="cor1">§</xref>
        </contrib>
        <aff id="aff1">
          <label>1</label>
          Neurology and Neurosurgery, McGill University, Montreal, QC, Canada
        </aff>
        <aff id="aff2">
          <label>2</label>
          Metabolic Disorders and Complications (MeDiC), Research Institute of the McGill University Health Centre
        </aff>
        <aff id="aff3">
          <label>3</label>
          Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada
        </aff>
      </contrib-group>
      <contrib-group>
        <contrib contrib-type="reviewer">
          <anonymous/>
        </contrib>
      </contrib-group>
      <author-notes>
        <corresp id="cor1">
          <label>§</label>
          Correspondence to: Jeremy M Van Raamsdonk (
          <email>jeremy.vanraamsdonk@mcgill.ca</email>
          )
        </corresp>
        <fn fn-type="coi-statement">
          <p>The authors declare that there are no conflicts of interest present.</p>
        </fn>
      </author-notes>
      <pub-date date-type="pub" publication-format="electronic">
        <day>15</day>
        <month>9</month>
        <year>2026</year>
      </pub-date>
      <pub-date date-type="collection" publication-format="electronic">
        <year>2026</year>
      </pub-date>
      <volume>2026</volume>
      <elocation-id>10.17912/micropub.biology.002304</elocation-id>
      <history>
        <date date-type="received">
          <day>22</day>
          <month>7</month>
          <year>2026</year>
        </date>
        <date date-type="rev-recd">
          <day>2</day>
          <month>9</month>
          <year>2026</year>
        </date>
        <date date-type="accepted">
          <day>15</day>
          <month>9</month>
          <year>2026</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>Copyright: © 2026 by the authors</copyright-statement>
        <copyright-year>2026</copyright-year>
        <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
          <license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
        </license>
      </permissions>
      <abstract>
        <p>
          The hypoxia-inducible factor 1 (
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
          )-mediated hypoxia response is an evolutionarily conserved stress response that enables adaptation to conditions of low oxygen and mitochondrial dysfunction. This pathway has been shown to affect both stress resistance and longevity. 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
           activity is regulated by 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001178">EGL-9</ext-link>
          , 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00006922">VHL-1</ext-link>
          , and 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00012324">RHY-1</ext-link>
           and induces the expression of genes involved in metabolism and cellular resilience. To find genes that can be used to monitor 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
           activation, we compared 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
           modulated genes identified by multiple RNA-seq experiments and 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
           target genes identified by ChIP-seq experiments. We identified high-confidence 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
           target genes that provide robust markers of pathway activation.   
        </p>
        <p> </p>
      </abstract>
      <funding-group>
        <funding-statement>This work was supported by the Canadian Institutes of Health Research (CIHR; http://www.cihr-irsc.gc.ca/; JVR) and the Natural Sciences and Engineering Research Council of Canada (NSERC; https://www.nserc-crsng.gc.ca/index_eng.asp; JVR). JVR received a Senior Research Scholar career award from the Fonds de Recherche du Quebec Santé (FRQS) and Parkinson Quebec. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</funding-statement>
      </funding-group>
    </article-meta>
  </front>
  <body>
    <fig position="anchor" id="f1">
      <label>Figure 1. Identification of high confidence HIF-1 target genes</label>
      <caption>
        <p>
          <bold>(A) </bold>
          Overview of HIF-1 mediated hypoxia pathway. Under normal oxygen conditions (normoxia) HIF-1 is hydroxylated by EGL-9. Hydroxylated HIF-1 is recognized and ubiquitinated by VHL-1 (Ub = ubiquitin groups). Ubiquitinated HIF-1 is degraded by the proteasome. Under hypoxic conditions, EGL-9 cannot hydroxylate HIF-1. As a result, HIF-1 travels to the nucleus to change gene expression with AHA-1. 
          <bold>(B) </bold>
          Weighted Venn diagram showing overlap of HIF-1 modulated genes identified by Shen et al., Feng et al. and Vora et al. using RNA-seq. 
          <bold>(C)</bold>
           Expression of HIF-1 target genes in 
          <italic>nuo-6 </italic>
          and 
          <italic>nuo-6;hif-1 </italic>
          mutants from RNA-seq data. 
          <bold>(D)</bold>
           Heat map showing expression of top HIF-1 modulated genes in a panel of nine long-lived mutants. Expression is indicated as a percentage of wild-type expression. The heatmap was generated using Morpheus: https://software.broadinstitute.org/morpheus/ The greatest number of HIF-1 modulated genes are activated in 
          <italic>nuo-6 </italic>
          and 
          <italic>isp-1 </italic>
          mitochondrial mutants, while the fewest are activated in 
          <italic>osm-5 </italic>
          and 
          <italic>eat-2 </italic>
          mutants. RNA-seq data for the heat map is from Rudich et al. 2026, 
          <italic>eLife. </italic>
          The RNA-seq data is available at NCBI GEO: GSE179825, GSE93724, GSE110984.
          <bold> (E)</bold>
           The expression levels of high confidence HIF-1 target genes in 
          <italic>isp-1 </italic>
          and 
          <italic>isp-1;hif-1 </italic>
          mutants using qPCR. Expression levels were normalized to 
          <italic>act-3 </italic>
          and then expressed as a percentage of wild-type expression. Statistical significance was determined using a two-way ANOVA with Šidák's multiple comparisons test in panel C and a one-way ANOVA with Dunnett's multiple comparisons test in panel E. ns = not significant, *p&lt;0.05, **p&lt;0.01, ***p&lt;0.001, ****p&lt;0.0001.
        </p>
      </caption>
    </fig>
    <graphic xlink:href="25789430-2026-micropub.biology.002304"/>
    <sec>
      <title>Description</title>
      <p>
        The HIF-1-mediated hypoxia pathway is a pathway of cellular resilience that is activated under conditions of low oxygen (hypoxia). The transcriptional changes for this pathway are mediated by the HIF-1 transcription factor, which acts in a heterodimer with 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00000095">AHA-1</ext-link>
        . 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
        </italic>
         encodes the 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
        α subunit, which is sensitive to oxygen levels, while 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00000095">aha-1</ext-link>
        </italic>
        encodes the constitutively expressed 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
        β subunit. Under normoxic conditions, 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         is hydroxylated by the prolyl hydroxylase 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001178">EGL-9</ext-link>
         (Epstein et al., 2001). Hydroxylated 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         can then be recognized by the von Hippel-Lindau E3 ubiquitin ligase 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00006922">VHL-1</ext-link>
        , resulting in ubiquitination and proteasomal degradation of 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         (Bishop et al., 2004). Under hypoxic conditions (0.1% - 1% oxygen), there are insufficient levels of oxygen for 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001178">EGL-9</ext-link>
         to hydroxylate 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
        . As a result, 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         is not hydroxylated and not marked for degradation by 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00006922">VHL-1</ext-link>
        . Instead, 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         is able to accumulate in the nucleus and induce changes in gene expression. 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         can also escape degradation when either 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001178">EGL-9</ext-link>
         or 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00006922">VHL-1</ext-link>
         are disrupted. In addition, 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         degradation can be prevented by disrupting the 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00012324">RHY-1</ext-link>
         (Regulator of hypoxia-inducible factor-1) transmembrane protein, which normally acts to reduce 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00007653">CYSL-1</ext-link>
         levels and prevent 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00007653">CYSL-1</ext-link>
         from binding to and inhibiting 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001178">EGL-9</ext-link>
         (Kruempel et al., 2020; Shen et al., 2006).
      </p>
      <p>
        A number of previous studies have demonstrated a role for the HIF-1-mediated hypoxia response in lifespan determination. Increasing the levels or activation of HIF-1 either directly or through disruption of its negative regulators 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00006922">vhl-1</ext-link>
        </italic>
        , 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001178">egl-9</ext-link>
        </italic>
        , or 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00012324">rhy-1</ext-link>
        </italic>
        , extends lifespan, indicating that activation of the hypoxia pathway can promote longevity (Kruempel et al., 2020; Leiser et al., 2015; Mehta et al., 2009; Zhang et al., 2009). In contrast, the results of studies examining the effects of 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
        </italic>
         disruption on lifespan have been more varied with some experiments showing increased, decreased, or unchanged lifespan depending on the exact conditions utilized (Leiser and Kaeberlein, 2010). 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         has also been shown to contribute to the longevity of multiple long-lived mutants. 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         is required for lifespan extension in the long-lived mitochondrial mutants 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00000536">clk-1</ext-link>
          , 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00002162">isp-1</ext-link>
        </italic>
        and 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00012166">nuo-6</ext-link>
        </italic>
         (Lee et al., 2010; Wu et al., 2018), but dispensable for the enhanced longevity of 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00000898">daf-2</ext-link>
          , 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001133">eat-2</ext-link>
          , 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001609">glp-1</ext-link>
        </italic>
        and 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00003885">osm-5</ext-link>
        </italic>
        mutants (Lee et al., 2010; Soo et al., 2023). The 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         target gene 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001477">fmo-2</ext-link>
        </italic>
         is required for the lifespan extension induced by dietary restriction and by mild mitochondrial dysfunction (Leiser et al., 2015; Van Raamsdonk, 2026).
      </p>
      <p>
        Multiple previous studies have used RNA sequencing (RNA-seq) to find genes that are differentially expressed following 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         activation. Although the expression of these genes is dependent on 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
        , the effect of 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         on gene expression could either be direct through 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         binding to the promoter or indirect. As a result, we refer to these genes as 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         modulated genes, though at least some of these genes are direct targets of 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
        .  
      </p>
      <p>
        Shen et al. identified genes that are upregulated during hypoxia with p&lt;0.05 and fold change greater than or equal to 2 and not upregulated by hypoxia in 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
          (
          <ext-link ext-link-type="wormbase" xlink:href="WBVar00087953">ia4</ext-link>
          ) 
        </italic>
        mutants (Shen et al., 2005). Vora et al. identified genes that are upregulated in 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001178">egl-9</ext-link>
          (
          <ext-link ext-link-type="wormbase" xlink:href="WBVar00242554">sa307</ext-link>
          ) 
        </italic>
        and 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001178">egl-9</ext-link>
          (
          <ext-link ext-link-type="wormbase" xlink:href="WBVar00242554">sa307</ext-link>
          );
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
          (
          <ext-link ext-link-type="wormbase" xlink:href="WBVar00087953">ia4</ext-link>
          ):odIs131[
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
          ::gfp] 
        </italic>
        mutants compared to wild-type and 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001178">egl-9</ext-link>
          ;
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
          (
          <ext-link ext-link-type="wormbase" xlink:href="WBVar00087953">ia4</ext-link>
          ) 
        </italic>
        worms (Vora et al., 2022). Feng et al. identified genes that are induced by 1.6 fold more in wild-type worms compared to 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
          (
          <ext-link ext-link-type="wormbase" xlink:href="WBVar00087953">ia4</ext-link>
          ) 
        </italic>
        worms after a 2 hour exposure to hypoxia (Feng et al., 2024b). In a separate paper, Feng et al. identified genes upregulated in 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00006922">vhl-1</ext-link>
          (
          <ext-link ext-link-type="wormbase" xlink:href="WBVar00091484">ok161</ext-link>
          ), 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00012324">rhy-1</ext-link>
          (
          <ext-link ext-link-type="wormbase" xlink:href="WBVar00092617">ok1402</ext-link>
          ), 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001178">egl-9</ext-link>
          (
          <ext-link ext-link-type="wormbase" xlink:href="WBVar00242554">sa307</ext-link>
          ) 
        </italic>
        and 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00009977">swan-1</ext-link>
          (
          <ext-link ext-link-type="wormbase" xlink:href="WBVar00091567">ok267</ext-link>
          );
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00006922">vhl-1</ext-link>
          (
          <ext-link ext-link-type="wormbase" xlink:href="WBVar00091484">ok161</ext-link>
          ) 
        </italic>
        worms and made a list of genes commonly upregulated amongst all four strains (Feng et al., 2024a). Doering et al. identified genes upregulated by hypoxia in wild-type worms and 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00003639">nhr-49</ext-link>
        </italic>
        mutants but not in 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
        </italic>
        mutants (Doering et al., 2022). We previously compared gene expression between 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00002162">isp-1</ext-link>
        </italic>
        and 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00002162">isp-1</ext-link>
          ;
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
        </italic>
        mutants, as the HIF-1-mediated hypoxia pathway has been found to be activated in 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00002162">isp-1</ext-link>
        </italic>
        mutants (Lee et al., 2010). For our study, 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         modulated genes were selected as genes that are upregulated by at least 30% in 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00002162">isp-1</ext-link>
        </italic>
        worms compared to wild-type worms and decreased by at least 30% in 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00002162">isp-1</ext-link>
          ;
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
        </italic>
        worms compared to 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00002162">isp-1</ext-link>
        </italic>
        worms.
      </p>
      <p>
        In addition to these RNA-seq experiments, two studies have used Chromatin Immunoprecipitation sequencing (ChIP-seq) to find which gene promoters are bound by 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         following activation. Feng et al. performed a ChIP-Seq experiment in which the 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
          a 
        </italic>
        isoform was labelled with a HA tag in the 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001178">egl-9</ext-link>
          (
          <ext-link ext-link-type="wormbase" xlink:href="WBVar00242554">sa307</ext-link>
          ) 
        </italic>
        background and an anti-HA antibody was used for ChIP (Feng et al., 2024b). Vora et al. performed a ChIP-Seq experiment in which 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001178">egl-9</ext-link>
          (
          <ext-link ext-link-type="wormbase" xlink:href="WBVar00242554">sa307</ext-link>
          );
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
          (
          <ext-link ext-link-type="wormbase" xlink:href="WBVar00087953">ia4</ext-link>
          );odIs131[
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
          ::gfp] 
        </italic>
        worms were compared to 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
          (
          <ext-link ext-link-type="wormbase" xlink:href="WBVar00087953">ia4</ext-link>
          );odIs131[
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
          ::gfp] 
        </italic>
        worms (Vora et al., 2022).
      </p>
      <p>
        To identify high confidence 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         modulated genes, we initially compared the gene sets identified by Shen et al. (genes upregulated during hypoxia in a 
        <italic>hif-1-</italic>
        dependent manner), Vora et al. (genes upregulated by 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001178">egl-9</ext-link>
        </italic>
        mutation in a 
        <italic>hif-1-</italic>
        dependent manner) and Feng et al. (genes induced 1.6 fold more in wild-type worms than 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
        </italic>
        worms after hypoxia) (
        <bold>
          <xref ref-type="fig" rid="f1">Figure 1B</xref>
        </bold>
        ). We found that there were 41 genes in at least two of these gene sets with just 8 genes found in all three. We then examined whether these 41 genes were identified in the other RNA-seq experiments and the published ChIP-Seq experiments. We found that three genes were identified in seven of the eight studies (
        <bold>Extended data</bold>
        <bold>Table S1</bold>
        ) (The ChIP-seq experiment by Feng et al. only identified one of the 41 genes). This included 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001178">egl-9</ext-link>
          , 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00009042">F22B5.4</ext-link>
        </italic>
        and 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00008538">sqrd-1</ext-link>
          . 
        </italic>
        There were 8 more genes that were identified in six of the eight studies: 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001160">efk-1</ext-link>
          , 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00004025">phy-2</ext-link>
          , 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00010759">cysl-2</ext-link>
          , 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001523">gbh-2</ext-link>
          , 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00007886">ethe-1</ext-link>
          , 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00008415">mce-1</ext-link>
          , 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00014000">ZK550.6</ext-link>
          , 
        </italic>
        and 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00021043">pck-1</ext-link>
        </italic>
        .
      </p>
      <p>
        As we have previously used RNA sequencing to examine gene expression in 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00012166">nuo-6</ext-link>
        </italic>
        and 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00012166">nuo-6</ext-link>
          ;
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
        </italic>
        worms, as well as wild-type and 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
        </italic>
        worms (Wu et al., 2018), we next examined the expression of a selection of these genes using this RNA-seq data. We found that disruption of 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
        </italic>
        significantly decreased the expression of 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00009042">F22B5.4</ext-link>
          , 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00008538">sqrd-1</ext-link>
          , 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00010759">cysl-2</ext-link>
          , 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00008415">mce-1</ext-link>
        </italic>
        and 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00021043">pck-1</ext-link>
        </italic>
        , thereby providing additional support that these genes are dependent on 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         (
        <bold>
          <xref ref-type="fig" rid="f1">Figure 1C</xref>
        </bold>
        ).
      </p>
      <p>
        We recently examined gene expression in a panel of nine long-lived mutants representing multiple different pathways of lifespan extension (Rudich et al., 2026). To determine the extent to which the HIF-1-hypoxia pathway is activated in each of these strains, we examined the expression of HIF-1 modulated genes that were identified by at least four of the eight studies we examined. We found that 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00012166">nuo-6</ext-link>
        </italic>
        and 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00002162">isp-1</ext-link>
        </italic>
        showed the greatest activation of 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         modulated genes, while 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00003885">osm-5</ext-link>
        </italic>
        and 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001133">eat-2</ext-link>
        </italic>
        worms showed the least activation (
        <bold>
          <xref ref-type="fig" rid="f1">Figure 1D</xref>
        </bold>
        ). This is consistent with our observation that 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00012166">nuo-6</ext-link>
        </italic>
        and 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00002162">isp-1</ext-link>
        </italic>
        belong to a different longevity group than 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00003885">osm-5</ext-link>
        </italic>
        and 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001133">eat-2</ext-link>
        </italic>
        worms, based on gene expression (Rudich et al., 2026). It is important to note that the expression of these 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         modulated genes was examined at day 1 of adulthood. In addition to genotype, the transcriptional output of 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         may vary by developmental stage, tissue, oxygen level, exposure duration and environmental stressors.
      </p>
      <p>
        In order to facilitate other researchers quantifying the expression of 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         target genes to measure activation of the HIF-1-hypoxia response, we designed primers to measure six of the high confidence HIF-1 target genes using quantitative RT-PCR (details on the binding location and amplicon size of the primers can be found in 
        <bold>Extended data File 1</bold>
        ). These genes included 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001178">egl-9</ext-link>
          , 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00009042">F22B5.4</ext-link>
          , 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00008538">sqrd-1</ext-link>
          , 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00010759">cysl-2</ext-link>
          , 
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00008415">mce-1</ext-link>
        </italic>
        and 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00021043">pck-1</ext-link>
        </italic>
        . To test the function of these primers, we isolated RNA from 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00002162">isp-1</ext-link>
        </italic>
        and 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00002162">isp-1</ext-link>
          ;
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
        </italic>
        worms with wild-type worms as control. We normalized the expression of each gene to 
        <italic>act-</italic>
        3, as our previous RNA-seq data showed that 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00000065">act-3</ext-link>
        </italic>
        levels are not significantly different between wild-type and 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00002162">isp-1</ext-link>
        </italic>
        worms. As anticipated, we found that the expression of all six selected 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         target genes is upregulated in 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00002162">isp-1</ext-link>
        </italic>
        mutants and the upregulation of these genes in 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00002162">isp-1</ext-link>
        </italic>
        worms is completely prevented by the disruption of 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
        </italic>
        (
        <bold>
          <xref ref-type="fig" rid="f1">Figure 1E</xref>
        </bold>
        ). This confirms that the primers we designed can be used to effectively measure the expression levels of these 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         target genes.  
      </p>
      <p>
        Overall, this work combined multiple previous RNA-seq and ChIP-seq studies to identify high confidence 
        <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">HIF-1</ext-link>
         target genes that can be used to monitor the activation of the HIF-1-mediated hypoxia response. We also designed and validated qPCR primers to quantify these genes using quantitative RT-PCR.
      </p>
    </sec>
    <sec>
      <title>Methods</title>
      <p>
        <bold>Strains</bold>
      </p>
      <p>
        The following strains were used: 
        <ext-link ext-link-type="wormbase" xlink:href="WBStrain00000001">N2</ext-link>
         (wild-type), 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00002162">isp-1</ext-link>
          (
          <ext-link ext-link-type="wormbase" xlink:href="WBVar00241264">qm150</ext-link>
          ), isp-1(qm150);hif-1(ia4)
        </italic>
        . Strains were maintained at 20°C on NGM plates seeded with 
        <ext-link ext-link-type="wormbase" xlink:href="WBStrain00041969">OP50</ext-link>
        <italic>E. coli </italic>
        bacteria.
      </p>
      <p> </p>
      <p>
        <bold>RNA Isolation</bold>
      </p>
      <p>
        Worms were synchronized by a 4-hour limited time egg laying, collected at the pre-fertile young adult stage, and washed 3 times with M9. Trizol was then added and the samples were frozen in liquid nitrogen and kept at –80°C until RNA isolation. To extract the RNA, the pellet was thawed and re-frozen in liquid nitrogen 3 times, after which more Trizol was added to a total volume of 250 µl. This was followed by 3 vortex cycles consisting of 30s vortexing and 30s at room temperature. Samples were then left to sit at room temperature for 15 minutes and chloroform was added at 1:5 volume of Trizol. After shaking for 15 seconds, samples were left to sit at room temperature for 3 minutes. Then, samples were centrifuged at 12,000 
        <italic>x g</italic>
         for 15 minutes at 4°C, and the upper aqueous phase was transferred to a new tube. An equal volume of isopropanol was added, and it was left sitting on ice for 1 hour. After, samples were centrifuged at 12,000
        <italic> x g</italic>
         for 20 minutes at 4°C, the supernatant was removed, and the pellet was washed with 75% ethanol. Then, samples were centrifuged at 12,000 
        <italic>x g</italic>
         for 10 minutes at 4°C, the ethanol was removed, and 100% ethanol was added before centrifuging at 12,000 
        <italic>x g</italic>
         for 3 minutes. The ethanol was removed and the pellet was air dried for 5 minutes until no traces of ethanol were found. The pellet was then dissolved in RNAse free double distilled water. RNA was isolated from 3 biological replicates.
      </p>
      <p> </p>
      <p>
        <bold>Quantitative PCR</bold>
      </p>
      <p>
        The samples underwent DNase I treatment to remove genomic DNA, using a DNase I, RNase-free kit (Thermo Scientific) following the manufacturer's instructions. Then, cDNA was synthesized using a High Capacity cDNA Reverse Transcription Kit (Applied Biosystems), according to the manufacturer's protocol. qPCR was performed using SYBR Green Master Mix (Applied Biosystems) in a Viia7 Real Time PCR System (Applied Biosystems). RNA levels were normalized to the expression of the 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00000065">act-3</ext-link>
        </italic>
        gene. After running the RT-PCR, expression levels were calculated as 2
        <sup>-CT</sup>
         (CT is the cycle threshold, which is the number of cycles at which time the fluorescence crosses a specified threshold). The expression levels for each individual gene was then divided by the expression level of the control gene 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00000065">act-3</ext-link>
          . 
        </italic>
        Finally, the copies/copy 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00000065">act-3</ext-link>
        </italic>
        was divided by the average copies/copy 
        <italic>
          <ext-link ext-link-type="wormbase" xlink:href="WBGene00000065">act-3</ext-link>
        </italic>
        of the wild-type samples. Three biological replicates were performed.   
      </p>
      <p> </p>
      <p>
        <bold>Primers</bold>
      </p>
      <p>The sequences for the primers used for qPCR are below:</p>
      <table-wrap>
        <table>
          <tbody>
            <tr>
              <td>
                <p>
                  <bold>Gene</bold>
                </p>
              </td>
              <td>
                <p>
                  <bold>Primer 1</bold>
                </p>
              </td>
              <td>
                <p>
                  <bold>Primer 2</bold>
                </p>
              </td>
              <td>
                <p>
                  <bold>Amplicon Size</bold>
                </p>
              </td>
            </tr>
            <tr>
              <td>
                <p>
                  <italic>
                    <ext-link ext-link-type="wormbase" xlink:href="WBGene00001178">egl-9</ext-link>
                  </italic>
                </p>
              </td>
              <td>
                <p>TCGACAACCCTCCAAGAACA</p>
              </td>
              <td>
                <p>GGCTTCTGATCACATGCTCG</p>
              </td>
              <td>
                <p>115 bp</p>
              </td>
            </tr>
            <tr>
              <td>
                <p>
                  <italic>
                    <ext-link ext-link-type="wormbase" xlink:href="WBGene00009042">F22B5.4</ext-link>
                  </italic>
                </p>
              </td>
              <td>
                <p>ATGTTCCATCGCCAGCAAGA</p>
              </td>
              <td>
                <p>ACGGCGGACAAGGAATTGATA</p>
              </td>
              <td>
                <p>146 bp</p>
              </td>
            </tr>
            <tr>
              <td>
                <p>
                  <italic>
                    <ext-link ext-link-type="wormbase" xlink:href="WBGene00008538">sqrd-1</ext-link>
                  </italic>
                </p>
              </td>
              <td>
                <p>TGGTGGGTCATTACAGTCCAAA</p>
              </td>
              <td>
                <p>TACATGGCCGATTACCCTGC</p>
              </td>
              <td>
                <p>155 bp</p>
              </td>
            </tr>
            <tr>
              <td>
                <p>
                  <italic>
                    <ext-link ext-link-type="wormbase" xlink:href="WBGene00010759">cysl-2</ext-link>
                  </italic>
                </p>
              </td>
              <td>
                <p>TGGGTGGAATCTCGTCTGGA</p>
              </td>
              <td>
                <p>CGTAGAGGGCGGTTGAAAGAT</p>
              </td>
              <td>
                <p>132 bp</p>
              </td>
            </tr>
            <tr>
              <td>
                <p>
                  <italic>
                    <ext-link ext-link-type="wormbase" xlink:href="WBGene00008415">mce-1</ext-link>
                  </italic>
                </p>
              </td>
              <td>
                <p>TTCGCTGTCCACAAGAACCAT</p>
              </td>
              <td>
                <p>TAACTTTTGCTCCGAGGCCC</p>
              </td>
              <td>
                <p>131 bp</p>
              </td>
            </tr>
            <tr>
              <td>
                <p>
                  <italic>
                    <ext-link ext-link-type="wormbase" xlink:href="WBGene00021043">pck-1</ext-link>
                  </italic>
                </p>
              </td>
              <td>
                <p>CCACGTCCAGTTAAGCAAAAGG</p>
              </td>
              <td>
                <p>AGCGAAGCACTTCTTTCCGA</p>
              </td>
              <td>
                <p>147 bp</p>
              </td>
            </tr>
            <tr>
              <td>
                <p>
                  <italic>
                    <ext-link ext-link-type="wormbase" xlink:href="WBGene00000065">act-3</ext-link>
                  </italic>
                </p>
              </td>
              <td>
                <p>TGCGACATTGATATCCGTAAGG</p>
              </td>
              <td>
                <p>GGTGGTTCCTCCGGAAAGAA</p>
              </td>
              <td>
                <p>60 bp</p>
              </td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
    </sec>
    <sec>
      <title>Reagents</title>
      <p>Strains utilized:</p>
      <table-wrap>
        <table>
          <tbody>
            <tr>
              <td>
                <p>
                  <bold>Strain Name</bold>
                </p>
              </td>
              <td>
                <p>
                  <bold>Genotype</bold>
                </p>
              </td>
              <td>
                <p>
                  <bold>Source</bold>
                </p>
              </td>
            </tr>
            <tr>
              <td>
                <p>
                  <ext-link ext-link-type="wormbase" xlink:href="WBStrain00000001">N2</ext-link>
                </p>
              </td>
              <td>
                <p>wild-type</p>
              </td>
              <td>
                <p>CGC</p>
              </td>
            </tr>
            <tr>
              <td>
                <p>
                  <ext-link ext-link-type="wormbase" xlink:href="WBStrain00026670">MQ887</ext-link>
                </p>
              </td>
              <td>
                <p>
                  <italic>
                    <ext-link ext-link-type="wormbase" xlink:href="WBGene00002162">isp-1</ext-link>
                    (
                    <ext-link ext-link-type="wormbase" xlink:href="WBVar00241264">qm150</ext-link>
                    )
                  </italic>
                </p>
              </td>
              <td>
                <p>Hekimi lab</p>
              </td>
            </tr>
            <tr>
              <td>
                <p>JVR023</p>
              </td>
              <td>
                <p>
                  <italic>
                    <ext-link ext-link-type="wormbase" xlink:href="WBGene00002162">isp-1</ext-link>
                    (
                    <ext-link ext-link-type="wormbase" xlink:href="WBVar00241264">qm150</ext-link>
                    );
                    <ext-link ext-link-type="wormbase" xlink:href="WBGene00001851">hif-1</ext-link>
                    (
                    <ext-link ext-link-type="wormbase" xlink:href="WBVar00087953">ia4</ext-link>
                    )
                  </italic>
                </p>
              </td>
              <td>
                <p>Genetic cross</p>
              </td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
    </sec>
  </body>
  <back>
    <sec sec-type="data-availability">
      <title>Extended Data</title>
      <p>
        Description: Extended Data Table S1. Resource Type: Dataset. DOI: 
        <ext-link ext-link-type="doi" xlink:href="10.22002/5tjm5-nh142">https://doi.org/10.22002/5tjm5-nh142</ext-link>
      </p>
      <p>
        Description: Extended Data File 1. Binding location and amplicon sizes of qPCR primers.. Resource Type: Text. DOI: 
        <ext-link ext-link-type="doi" xlink:href="10.22002/gm1q8-v4b87">https://doi.org/10.22002/gm1q8-v4b87</ext-link>
      </p>
    </sec>
    <ack>
      <sec>
        <p>Some strains were provided by the CGC, which is funded by NIH Office of Research Infrastructure Programs (P40 OD010440).</p>
      </sec>
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