AI uncovers hidden rules of some of nature’s toughest protein bonds
Peer-Reviewed Publication
Updates every hour. Last Updated: 23-Dec-2025 15:12 ET (23-Dec-2025 20:12 GMT/UTC)
Scientists from Auburn University and Colorado State University have shown how artificial intelligence can reveal the hidden rules of one of biology’s strangest phenomena: catch-bonds – molecular interactions that get stronger when pulled. Their findings shed light on how bacteria cling to surfaces, how tissues resist tearing, and how new biomaterials might be designed to harness force instead of breaking under it.
New Haven, Conn. — The movement of protons through electrically charged water is one of the most fundamental processes in chemistry. It is evident in everything from eyesight to energy storage to rocket fuel — and scientists have known about it for more than 200 years.
But no one has ever seen it happen. Or precisely measured it on a microscopic scale.
Now, the Mark Johnson lab at Yale has — for the first time — set benchmarks for how long it takes protons to move through six charged water molecules. The discovery, made possible with a highly customized mass spectrometer that has taken years to refine, could have far-reaching applications for researchers in years to come.
“We show what happens in a tiny molecular system where there is no place for the protons to hide,” said Johnson, the Arthur T. Kemp Professor of Chemistry in Yale’s Faculty of Arts and Sciences, and senior author of a new study in the journal Science. “We’re able to provide parameters that will give theorists a well-defined target for their chemical simulations, which are ubiquitous but have been unchallenged by experimental benchmarks.”
A newly discovered set of mathematical equations describes how to turn any sequence of random events into a clock, scientists at King’s College London reveal.