Revolutionizing drug Discovery: Biochemistry at the intersection of ai and structural biology

The integration of artificial intelligence (AI) and structural biology is transforming the field of drug discovery. AI-driven tools, such as AlphaFold, are enabling accurate protein structure predictions, while machine learning algorithms are facilitating the identification of novel drug targets and lead compounds. Structural biology innovations, including cryo-electron microscopy and X-ray crystallography, are providing high-resolution insights into protein-ligand interactions. This convergence of technologies is accelerating drug discovery, reducing costs, and improving accuracy. Successful implementation requires high-quality data, ethical considerations, and interdisciplinary collaboration. As AI and structural biology continue to evolve, they hold promise for delivering safer, more effective, and personalized treatments for patients worldwide.

Publication Details

Journal
International Journal of Development Research
Published
2025-02-27
DOI
https://doi.org/10.37118/ijdr.29255.02.2025
Primary Topic
Genetics, Bioinformatics, and Biomedical Research
Type
article
Field-Weighted Citation Impact
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article

Revolutionizing drug Discovery: Biochemistry at the intersection of ai and structural biology

International Journal of Development Research
Genetics, Bioinformatics, and Biomedical Research
article

Revolutionizing drug Discovery: Biochemistry at the intersection of ai and structural biology

article en

Abstract

The integration of artificial intelligence (AI) and structural biology is transforming the field of drug discovery. AI-driven tools, such as AlphaFold, are enabling accurate protein structure predictions, while machine learning algorithms are facilitating the identification of novel drug targets and lead compounds. Structural biology innovations, including cryo-electron microscopy and X-ray crystallography, are providing high-resolution insights into protein-ligand interactions. This convergence of technologies is accelerating drug discovery, reducing costs, and improving accuracy. Successful implementation requires high-quality data, ethical considerations, and interdisciplinary collaboration. As AI and structural biology continue to evolve, they hold promise for delivering safer, more effective, and personalized treatments for patients worldwide.

International Journal of Development Research
Openalex Percentile: Top 78%
Genetics, Bioinformatics, and Biomedical Research
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Revolutionizing drug Discovery: Biochemistry at the intersection of ai and structural biology · International Journal of Development Research (2025) | TGRS Research Map | TGRS