Application of computer on Pharmacogenomics

被引:0
作者
Amanat, Muhammed [1 ]
Singh, Randhir [2 ,3 ]
机构
[1] Cent Univ Punjab, Dept Pharmacol, Bathinda 151401, India
[2] Cent Univ Punjab, Dept Pharmacol, Bathinda 151401, India
[3] Cent Univ Punjab, Dept Pharmacol, Bathinda 151401, India
来源
BANGLADESH JOURNAL OF MEDICAL SCIENCE | 2024年 / 23卷 / 02期
关键词
Pharmacogenomics; computer; bioinformatics; challenges; MUTATION; CANCER; DISCOVERY; SYSTEM;
D O I
10.3329/bjms.v23i2.72092
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background Pharmacogenomics is an emerging field that explores the relationship between a person's genetic makeup and their response to drugs. Objectives Computer applications have been instrumental in advancing pharmacogenomics research and facilitating personalized medicine. In this abstract, we review some of the key computer applications used in pharmacogenomics research, including bioinformatics tools for analyzing genetic data, machine learning algorithms for predicting drug response, and clinical decision support systems for guiding drug selection and dosing. We also highlight the challenges and opportunities in the field of pharmacogenomics, including the need for large-scale, multi-omics datasets, and the importance of developing robust and interpretable machine learning models. Overall, computer applications have played a critical role in enabling pharmacogenomics research and have the potential to revolutionize the practice of medicine by facilitating the development of more personalized and effective drug therapies.
引用
收藏
页码:300 / 308
页数:9
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