The Yuan requests your support! Our content will now be available free of charge for all registered subscribers, consistent with our mission to make AI a human commons accessible to all. We are therefore requesting donations from our readers so we may continue bringing you insightful reportage of this awesome technology that is sweeping the world. Donate now
The Function of Pharmacogenomic Variants
By George P. Patrinos  |  Dec 06, 2021
The Function of Pharmacogenomic Variants
Image courtesy of and under license from Shutterstock.com
The field of pharmacogenomics focuses on the way a person's genome affects his or her response to a certain dose of a specified medication. Prof George P. Patrinos discusses a model provided by artificial intelligence and machine learning which may guide and personalize treatment that maximizes clinical benefits and minimizes the risks for patients, thus fulfilling the promises of personalized medicine.

PATRAS, GREECE - Several patient-specific factors, such as ethnicity, age, gender, co-existing conditions and polypharmacy are associated with deviations between the expected and the observed effects owing to a specific medication. A significant proportion of the observed differential drug responses are attributed to genetic variants located in genes involved in the processes of pharmacokinetics, pharmacodynamics or even in genes coding for enzymes of the immune system, also known as pharmacogenes, which constitute the backbone of pharmacogenomics (PGx), a core component of personalized medicine.

Several well-characterized common PGx variants exist that can be identified by platforms such as microarrays, while, alternatively, next-generation sequencing (NGS), either whole exome sequencing (WES), whole genome sequencing (WGS) or even targeted resequencing, can be also used for this purpose, thus providing a more comprehensive idea of an individual’s genomic composition.

Approximately 10-15 percent of the drugs approved by the European Medicines Agency (EMA) and the United States Food and Drug Administration (FDA) are accompanied by pharmacogenomic recommendations, which link relevant PGx biomarkers with drug toxicity and/or efficacy. To date, the results of large-scale next-generation sequencing (NGS) analyses unravel several challenges, thus complicating the interpretation of the effects of PGx variants on protein function. 

A large volume, e.g., of novel, ra

The content herein is subject to copyright by The Yuan. All rights reserved. The content of the services is owned or licensed to The Yuan. Such content from The Yuan may be shared and reprinted but must clearly identify The Yuan as its original source. Content from a third-party copyright holder identified in the copyright notice contained in such third party’s content appearing in The Yuan must likewise be clearly labeled as such.
Continue reading
Sign up now to read this story for free.
- or -
Continue with Linkedin Continue with Google
Comments
Share your thoughts.
The Yuan wants to hear your voice. We welcome your on-topic commentary, critique, and expertise. All comments are moderated for civility.