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Advances in Genomics for Drug Development
Drug development (target identification, advancing drug leads to candidates for preclinical and clinical studies) can be facilitated by genetic and genomic knowledge. Here, we review the contribution of population genomics to target identification, the value of bulk and single cell gene expression a...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7465049/ https://www.ncbi.nlm.nih.gov/pubmed/32824125 http://dx.doi.org/10.3390/genes11080942 |
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author | Spreafico, Roberto Soriaga, Leah B. Grosse, Johannes Virgin, Herbert W. Telenti, Amalio |
author_facet | Spreafico, Roberto Soriaga, Leah B. Grosse, Johannes Virgin, Herbert W. Telenti, Amalio |
author_sort | Spreafico, Roberto |
collection | PubMed |
description | Drug development (target identification, advancing drug leads to candidates for preclinical and clinical studies) can be facilitated by genetic and genomic knowledge. Here, we review the contribution of population genomics to target identification, the value of bulk and single cell gene expression analysis for understanding the biological relevance of a drug target, and genome-wide CRISPR editing for the prioritization of drug targets. In genomics, we discuss the different scope of genome-wide association studies using genotyping arrays, versus exome and whole genome sequencing. In transcriptomics, we discuss the information from drug perturbation and the selection of biomarkers. For CRISPR screens, we discuss target discovery, mechanism of action and the concept of gene to drug mapping. Harnessing genetic support increases the probability of drug developability and approval. |
format | Online Article Text |
id | pubmed-7465049 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-74650492020-09-04 Advances in Genomics for Drug Development Spreafico, Roberto Soriaga, Leah B. Grosse, Johannes Virgin, Herbert W. Telenti, Amalio Genes (Basel) Review Drug development (target identification, advancing drug leads to candidates for preclinical and clinical studies) can be facilitated by genetic and genomic knowledge. Here, we review the contribution of population genomics to target identification, the value of bulk and single cell gene expression analysis for understanding the biological relevance of a drug target, and genome-wide CRISPR editing for the prioritization of drug targets. In genomics, we discuss the different scope of genome-wide association studies using genotyping arrays, versus exome and whole genome sequencing. In transcriptomics, we discuss the information from drug perturbation and the selection of biomarkers. For CRISPR screens, we discuss target discovery, mechanism of action and the concept of gene to drug mapping. Harnessing genetic support increases the probability of drug developability and approval. MDPI 2020-08-15 /pmc/articles/PMC7465049/ /pubmed/32824125 http://dx.doi.org/10.3390/genes11080942 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Review Spreafico, Roberto Soriaga, Leah B. Grosse, Johannes Virgin, Herbert W. Telenti, Amalio Advances in Genomics for Drug Development |
title | Advances in Genomics for Drug Development |
title_full | Advances in Genomics for Drug Development |
title_fullStr | Advances in Genomics for Drug Development |
title_full_unstemmed | Advances in Genomics for Drug Development |
title_short | Advances in Genomics for Drug Development |
title_sort | advances in genomics for drug development |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7465049/ https://www.ncbi.nlm.nih.gov/pubmed/32824125 http://dx.doi.org/10.3390/genes11080942 |
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