Artificial Intelligence and Computational Biology in Gene Therapy: A Review

Biochem Genet. 2024 Apr 18. doi: 10.1007/s10528-024-10799-1. Online ahead of print.

Abstract

One of the trending fields in almost all areas of science and technology is artificial intelligence. Computational biology and artificial intelligence can help gene therapy in many steps including: gene identification, gene editing, vector design, development of new macromolecules and modeling of gene delivery. There are various tools used by computational biology and artificial intelligence in this field, such as genomics, transcriptomic and proteomics data analysis, machine learning algorithms and molecular interaction studies. These tools can introduce new gene targets, novel vectors, optimized experiment conditions, predict the outcomes and suggest the best solutions to avoid undesired immune responses following gene therapy treatment.

Keywords: Artificial intelligence; Computational biology; Gene therapy; Machine learning; Modeling.

Publication types

  • Review