DRIM: A Web-Based System for Investigating Drug Response at the Molecular Level by Condition-Specific Multi-Omics Data Integration
Pharmacogenomics is the study of how genes affect a person's response to drugs. Thus, understanding the effect of drug at the molecular level can be helpful in both drug discovery and personalized medicine. Over the years, transcriptome data upon drug treatment has been collected and several da...
Main Authors: | Minsik Oh, Sungjoon Park, Sangseon Lee, Dohoon Lee, Sangsoo Lim, Dabin Jeong, Kyuri Jo, Inuk Jung, Sun Kim |
---|---|
Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2020-11-01
|
Series: | Frontiers in Genetics |
Subjects: | |
Online Access: | https://www.frontiersin.org/articles/10.3389/fgene.2020.564792/full |
Similar Items
-
MONTI: A Multi-Omics Non-negative Tensor Decomposition Framework for Gene-Level Integrative Analysis
by: Inuk Jung, et al.
Published: (2021-09-01) -
Learning Cell-Type-Specific Gene Regulation Mechanisms by Multi-Attention Based Deep Learning With Regulatory Latent Space
by: Minji Kang, et al.
Published: (2020-09-01) -
Selective Serotonin Reuptake Inhibitor Pharmaco-Omics: Mechanisms and Prediction
by: Thanh Thanh L. Nguyen, et al.
Published: (2021-01-01) -
Personalised Medicine: The Odyssey from Hope to Practice
by: Sophie Visvikis-Siest, et al.
Published: (2018-09-01) -
Super.FELT: supervised feature extraction learning using triplet loss for drug response prediction with multi-omics data
by: Sejin Park, et al.
Published: (2021-05-01)