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Cell-based Models for Discovery of Pharmacogenomic Markers of Anticancer Agent Toxicity
Wei Zhang1, R Stephanie Huang, M Eileen Dolan
1Section of Hematology/Oncology, Department of Medicine, The University of Chicago, Chicago, IL 60637, USA.
Abstract:
The field of pharmacogenomics is challenging because of the multigenic nature of drug response and toxicity. The candidate gene approach has been traditionally utilized to determine the contribution of genetic variation to a particular phenotype; however, the sequencing of the human genome and the genetic resource provided by the International HapMap Project has allowed researchers to perform genome-wide studies without a priori knowledge. Recent work has demonstrated the usefulness of cell-based models for pharmacogenomic discovery using the HapMap samples, which are a panel of well-genotyped, human lymphoblastoid cell lines (LCLs) derived from 90 Utah residents with ancestry from northern and western Europe (CEU), 90 Yoruba in Ibadan, Nigeria (YRI), 45 Japanese in Tokyo, Japan (JPT) and 45 Han Chinese in Beijing, China (CHB). Using these cell-based models, investigators are able to study not only individual variation in drug response, but also population differences in drug response. Finally, besides single nucleotide polymorphisms (SNPs) and gene expression, these cell-based models can also be used to investigate other genetic (e.g. copy number variants, CNVs), epigenetic or environmental factors responsible for drug response.
Insights
Pharmacogenomics research uses cell-based models and HapMap samples to study how genetic variations influence drug responses. These models help explore individual and population differences in drug efficacy and toxicity.
Area of Science:
- Pharmacogenomics
- Genetics
- Drug Discovery
Background:
- Pharmacogenomics is complex due to multigenic drug response and toxicity.
- Traditional candidate gene approaches are limited.
- Genome sequencing and the International HapMap Project enable genome-wide association studies.
Purpose of the Study:
- To demonstrate the utility of cell-based models for pharmacogenomic discovery.
- To leverage HapMap samples for studying genetic variation in drug response.
- To investigate individual and population differences in drug response.
Main Methods:
- Utilized human lymphoblastoid cell lines (LCLs) from the International HapMap Project.
- Employed genome-wide approaches enabled by genomic resources.
- Analyzed drug response in diverse populations (CEU, YRI, JPT, CHB).
Main Results:
- Cell-based models effectively facilitate pharmacogenomic discovery.
- Demonstrated the ability to study individual drug response variation.
- Enabled the investigation of population-specific differences in drug response.
Conclusions:
- Cell-based models using HapMap samples are valuable tools for pharmacogenomic research.
- These models allow for comprehensive analysis of genetic, epigenetic, and environmental factors.
- Facilitates understanding of drug response across diverse populations.
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