An innovative approach, leveraging artificial intelligence (AI), holds immense potential in combating antimicrobial resistance (AMR). (Representational image: Unsplash) 
MedBound Blog

Breakthrough Discovery: AI-Enhanced Antibiotic Development Tackles Antimicrobial Resistance

Unlocking New Frontiers in Medicine: AI's Role in Modifying Pig Derived Antibiotic for Human Use, Enhancing Safety and Efficacy

Vaishnavi Vilas Dalvi, B. Pharm

AP In a groundbreaking achievement, researchers at the University of Texas have successfully modified a naturally occurring antibiotic, Protegrin-1, found in pigs, to create a safe and effective version for human use. This innovative approach, leveraging artificial intelligence (AI), holds immense potential in combating antimicrobial resistance (AMR).

Protegrin-1, a broad-spectrum antimicrobial peptide, effectively kills bacteria but was previously deemed too toxic for human use due to its harmful effects on healthy cells. To address this, the research team employed a large language model (LLM) to re-engineer Protegrin-1, generating over 7,000 variations through deep mutational SLAY analysis.

The AI-guided approach led to the creation of bacterially selective Protegrin-1.2 (bsPG-1.2), which demonstrated:

- Reduced toxicity

- Retention of antibacterial properties

- Selective targeting of bacterial membranes

- Avoidance of harm to human red blood cells

Preliminary animal trials showed promising results, with mice treated with bsPG-1.2 experiencing a significant reduction in bacterial levels within six hours. Experts hail this development as "revolutionary" in tackling AMR, which poses a significant threat to global health.

Antimicrobial Resistance (AMR) is a leading cause of death globally and in India. (Representational image: Unsplash)

Antimicrobial Resistance (AMR) is a leading cause of death globally and in India, with:

- 1.27 million direct deaths worldwide in 2019

- 4.95 million associated deaths worldwide in 2019

- 297,000 AMR-attributable deaths in India in 2019

- 1,042,500 deaths associated with AMR in India in 2019

The World Health Organization (WHO) highlights the urgent need for new antibiotics, as:

- Only 2 out of 13 recently approved antibiotics represent innovative chemical classes

- Scientific and technical challenges hinder development of effective and safe antibacterial therapies.

India faces significant AMR concerns, with:

- Over 50% of prescribed antibiotics potentially contributing to high AMR

- Irresponsible antibiotic use threatening their effectiveness

Experts emphasize responsible antibiotic use to prevent curtailing their useful life due to AMR. The recent breakthrough in AI-assisted antibiotic development offers promise, but responsible use is crucial to combat AMR.

(Input from various sources)

(Rehash/Vaishnavi Dalvi/MSM)

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