Tuesday, June 3, 2025

New Methods Discovered by Machine Learning to Combat Bacteria With Non-Antibiotic Drugs : ScienceAlert

Share

The discovery of antibiotics in 1928 marked a monumental shift in human history, revolutionizing medical practice and saving countless lives. Infectious diseases that were once rampant and deadly, such as pneumonia and tuberculosis, became treatable with the introduction of penicillin.

However, the overuse of antibiotics has led to the rise of drug-resistant superbugs, posing a significant threat to public health worldwide. In 2019 alone, these superbugs caused 1.27 million deaths globally, with projections indicating a worsening situation in the future.

Innovative research is now exploring the antibacterial properties of nonantibiotic drugs, such as those used to treat cancer, diabetes, and depression. These studies have revealed that a significant number of nonantibiotics have the potential to kill bacteria at doses typically used for humans, opening up new possibilities in the fight against antibiotic resistance.

Recent research has focused on developing machine learning methods to identify how nonantibiotics interact with bacteria. By analyzing millions of instances of drug toxicity, researchers have been able to group drugs based on their effects on mutant bacteria. These findings have shown that nonantibiotics and antibiotics target bacteria in different ways, offering new insights into potential drug targets for future antibiotics.

The research also highlights the importance of combining genetic screening with machine learning to identify novel antibacterial agents. By using these innovative approaches, researchers can uncover new ways to combat bacterial infections and antibiotic resistance, providing hope for a future where effective treatments remain available.

Overall, the study underscores the importance of continuously exploring new avenues in antibiotic research to address the evolving threat of drug-resistant bacteria. With ongoing advancements in science and technology, there is hope for a future where antibiotic treatments remain effective against even the most resilient bacteria.


Vocabulary List:

  1. Monumental (adjective): Great in importanceextentor significance.
  2. Revolutionizing (verb): Bringing about a complete change.
  3. Overuse (noun): The excessive or too frequent use of something.
  4. Resistant (adjective): Having the ability to withstand something.
  5. Innovative (adjective): Introducing or using new ideasmethodsor technologies.
  6. Toxicity (noun): The degree to which a substance is poisonous.

Read more

Local News