Computational Innovations in Cancer Research and How Computing is Transforming Drug Discovery and Development: A Review

CADD is transforming cancer research by accelerating drug discovery, optimizing target interactions, and aiding the design of selective agents. Its limitations include reliance on structural data, high computational demands, and the need for experimental validation. Future efforts should integrate AI, machine learning, and multi-omics data to improve predictive accuracy and accelerate therapy development.

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Publication Details

Journal
Mini-Reviews in Medicinal Chemistry
Published
2026-03-13
DOI
https://doi.org/10.2174/0113895575418750251204104229
Primary Topic
Protein Degradation and Inhibitors
Type
article
Field-Weighted Citation Impact
0.00
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article

Computational Innovations in Cancer Research and How Computing is Transforming Drug Discovery and Development: A Review

Basanta Singha, Upasana Bora Sinha, Partha Pratim Gogoi, Penlisola Longkumer et al.
Mini-Reviews in Medicinal Chemistry
Protein Degradation and Inhibitors
article

Computational Innovations in Cancer Research and How Computing is Transforming Drug Discovery and Development: A Review

Basanta Singha, Upasana Bora Sinha, Partha Pratim Gogoi, Penlisola Longkumer, Nichan Boruah, Mhasilhoutuo Pucho, Beware Dkhar, Ilavanalangki Lytan
article en

Abstract

CADD is transforming cancer research by accelerating drug discovery, optimizing target interactions, and aiding the design of selective agents. Its limitations include reliance on structural data, high computational demands, and the need for experimental validation. Future efforts should integrate AI, machine learning, and multi-omics data to improve predictive accuracy and accelerate therapy development.

Mini-Reviews in Medicinal ChemistryVol. 26
Nagaland University (IN)
Good health and well-being
Openalex Percentile: Top 21%
Protein Degradation and Inhibitors
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