Genomics-based tools for drug discovery and development: From network maps to efficacy prediction

Abstract

Computing technology plays a crucial role in the field of drug discovery and development. With the rapid development of genomics and the improvement of databases, the application of genomics-based tools is important in drug discovery and development. These tools can deeply explore the information in gene expression profile databases, revealing the connections and interactions between drugs, diseases and genes, and providing strong support for drug discovery and development. This paper introduces various significant genomics-based tools for drug discovery and development, discusses the advantages of deep learning and artificial intelligence in utilizing large-scale genomic data, and reveals the development trends and future prospects of drug genomics tools. The continuous progress of these tools will provide more accurate and efficient support for drug discovery and development.