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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...

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Detalles Bibliográficos
Autores principales: Spreafico, Roberto, Soriaga, Leah B., Grosse, Johannes, Virgin, Herbert W., Telenti, Amalio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
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.
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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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