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    <title>Time course on Pierre-François Roux</title>
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    <description>Recent content in Time course on Pierre-François Roux</description>
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      <title>Think in trajectories, not only in contrasts</title>
      <link>https://www.pierre-francois-roux.com/2026/06/19/think-in-trajectories-not-only-in-contrasts/</link>
      <pubDate>Fri, 19 Jun 2026 09:00:00 +0000</pubDate>
      
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      <description>Differential expression is often framed as a list of pairwise contrasts: treated versus control, late versus early, condition A versus condition B. That is useful, but it can flatten a time-course experiment into disconnected snapshots.
When samples are ordered in time, a better first question is: which genes follow similar trajectories? A transient pulse, a delayed induction and a progressive repression can all have the same fold change in one contrast, but they usually mean different biology.</description>
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