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    <title>Protein Dynamics on AI Science Report</title>
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      <title>A Chip That Watches Single Proteins Change Shape Could Change How We Design Drugs</title>
      <link>https://aiscience.uk/posts/single-protein-conformational-dynamics-nanocavity-sensor/</link>
      <pubDate>Tue, 21 Jul 2026 00:00:00 +0800</pubDate>
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      <description>&lt;p&gt;Your body contains roughly 20,000 different kinds of proteins. Each one is a tiny machine that folds, twists, and flexes thousands of times per second to do its job: digesting food, firing neurons, fighting infections. When one of those machines jams or snaps into the wrong shape, you get disease. But for decades, watching a single protein change shape in real time has been like trying to film a hummingbird&amp;rsquo;s wings with a pinhole camera. The motions are too fast, the proteins are too small, and the measurement tools introduce too much noise.&lt;/p&gt;&#xA;&lt;p&gt;Researchers at the University of Queensland just solved that problem. In a paper posted to arXiv on July 17, they describe a silicon-chip sensor that can track the shape changes of a single protein molecule at sub-microsecond speeds, continuously, for minutes at a time. No fluorescent dyes, no averaging over millions of molecules, no physical tether that might alter the protein&amp;rsquo;s behavior. The device is a nanoscale stethoscope pressed up against a single molecule, and it&amp;rsquo;s revealing things about protein motion that nobody had seen before.&lt;/p&gt;</description>
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