AI Helps Scientists Discover Powerful New Antibiotics for Drug-Resistant Bacteria

By Reginald, 20 October, 2023

Imagine if a computer could help us find the next life-saving antibiotic. That’s exactly what researchers at MIT have done. Using artificial intelligence (AI), they’ve discovered a new group of potential antibiotics that can kill a dangerous, drug-resistant bacterium called MRSA.

MRSA (short for methicillin-resistant Staphylococcus aureus) is no joke. It infects more than 80,000 people in the U.S. every year and leads to over 10,000 deaths. It’s tough to treat because it doesn’t respond to many common antibiotics. But thanks to AI, that could soon change.

How AI Made It Happen
The research team used a type of AI called deep learning. This means the AI looks at patterns in huge amounts of data and learns from them. In this case, the AI was trained to look at the chemical makeup of over 39,000 different compounds to figure out which ones could fight off MRSA.

Once the AI learned what an effective antibiotic might look like, it scanned 12 million more compounds to find new candidates. From that giant list, it picked a few hundred promising ones. After testing, two stood out as strong antibiotic candidates. They worked well in lab tests and even helped fight MRSA infections in mice—without harming human cells.

Why This Is a Big Deal
What’s really exciting is that the researchers didn’t just let the AI make blind guesses. They used a smart technique to figure out why the AI thought certain molecules would work. This made the whole process more transparent and helped scientists understand how to design even better drugs in the future.

The AI also helped rule out compounds that could harm human cells, which makes the drug discovery process faster and safer.

How the Antibiotics Work
These new compounds seem to kill MRSA by messing with its energy system. Bacteria, like human cells, need energy to survive. The compounds disrupt something called the electrochemical gradient, which is like the bacteria’s internal battery. Without it, the bacteria can't function and die.

What’s cool is that these compounds only seem to affect bacterial cells, not human ones. That’s a major win in the search for safer antibiotics.

What’s Next?
The research team has handed over the findings to a nonprofit called Phare Bio, which will take a closer look at how these compounds could be used in real-world treatments. Meanwhile, the MIT lab is already using the same AI models to hunt for more antibiotics that could fight other tough bacteria.

This breakthrough shows how AI isn’t just for writing code or generating art—it could be the key to fighting antibiotic resistance and saving lives.

Source: https://www.nature.com/articles/s41586-023-06887-8

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