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A Functional Pipeline of Genome-Wide Association Data Leads to Midostaurin as a Repurposed Drug for Alzheimer’s Disease
Genome-wide association studies (GWAS) constitute a powerful tool to identify the different biochemical pathways associated with disease. This knowledge can be used to prioritize drugs targeting these routes, paving the road to clinical application. Here, we describe DAGGER (Drug Repositioning by An...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10418421/ https://www.ncbi.nlm.nih.gov/pubmed/37569459 http://dx.doi.org/10.3390/ijms241512079 |
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author | Esteban-Martos, Alvaro Brokate-Llanos, Ana Maria Real, Luis Miguel Melgar-Locatelli, Sonia de Rojas, Itziar Castro-Zavala, Adriana Bravo, Maria Jose Mañas-Padilla, Maria del Carmen García-González, Pablo Ruiz-Galdon, Maximiliano Pacheco-Sánchez, Beatriz Polvillo, Rocío Rodriguez de Fonseca, Fernando González, Irene Castilla-Ortega, Estela Muñoz, Manuel J. Rivera, Patricia Reyes-Engel, Armando Ruiz, Agustin Royo, Jose Luis |
author_facet | Esteban-Martos, Alvaro Brokate-Llanos, Ana Maria Real, Luis Miguel Melgar-Locatelli, Sonia de Rojas, Itziar Castro-Zavala, Adriana Bravo, Maria Jose Mañas-Padilla, Maria del Carmen García-González, Pablo Ruiz-Galdon, Maximiliano Pacheco-Sánchez, Beatriz Polvillo, Rocío Rodriguez de Fonseca, Fernando González, Irene Castilla-Ortega, Estela Muñoz, Manuel J. Rivera, Patricia Reyes-Engel, Armando Ruiz, Agustin Royo, Jose Luis |
author_sort | Esteban-Martos, Alvaro |
collection | PubMed |
description | Genome-wide association studies (GWAS) constitute a powerful tool to identify the different biochemical pathways associated with disease. This knowledge can be used to prioritize drugs targeting these routes, paving the road to clinical application. Here, we describe DAGGER (Drug Repositioning by Analysis of GWAS and Gene Expression in R), a straightforward pipeline to find currently approved drugs with repurposing potential. As a proof of concept, we analyzed a meta-GWAS of 1.6 × 10(7) single-nucleotide polymorphisms performed on Alzheimer’s disease (AD). Our pipeline uses the Genotype-Tissue Expression (GTEx) and Drug Gene Interaction (DGI) databases for a rational prioritization of 22 druggable targets. Next, we performed a two-stage in vivo functional assay. We used a C. elegans humanized model over-expressing the Aβ(1-42) peptide. We assayed the five top-scoring candidate drugs, finding midostaurin, a multitarget protein kinase inhibitor, to be a protective drug. Next, 3xTg AD transgenic mice were used for a final evaluation of midostaurin’s effect. Behavioral testing after three weeks of 20 mg/kg intraperitoneal treatment revealed a significant improvement in behavior, including locomotion, anxiety-like behavior, and new-place recognition. Altogether, we consider that our pipeline might be a useful tool for drug repurposing in complex diseases. |
format | Online Article Text |
id | pubmed-10418421 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-104184212023-08-12 A Functional Pipeline of Genome-Wide Association Data Leads to Midostaurin as a Repurposed Drug for Alzheimer’s Disease Esteban-Martos, Alvaro Brokate-Llanos, Ana Maria Real, Luis Miguel Melgar-Locatelli, Sonia de Rojas, Itziar Castro-Zavala, Adriana Bravo, Maria Jose Mañas-Padilla, Maria del Carmen García-González, Pablo Ruiz-Galdon, Maximiliano Pacheco-Sánchez, Beatriz Polvillo, Rocío Rodriguez de Fonseca, Fernando González, Irene Castilla-Ortega, Estela Muñoz, Manuel J. Rivera, Patricia Reyes-Engel, Armando Ruiz, Agustin Royo, Jose Luis Int J Mol Sci Article Genome-wide association studies (GWAS) constitute a powerful tool to identify the different biochemical pathways associated with disease. This knowledge can be used to prioritize drugs targeting these routes, paving the road to clinical application. Here, we describe DAGGER (Drug Repositioning by Analysis of GWAS and Gene Expression in R), a straightforward pipeline to find currently approved drugs with repurposing potential. As a proof of concept, we analyzed a meta-GWAS of 1.6 × 10(7) single-nucleotide polymorphisms performed on Alzheimer’s disease (AD). Our pipeline uses the Genotype-Tissue Expression (GTEx) and Drug Gene Interaction (DGI) databases for a rational prioritization of 22 druggable targets. Next, we performed a two-stage in vivo functional assay. We used a C. elegans humanized model over-expressing the Aβ(1-42) peptide. We assayed the five top-scoring candidate drugs, finding midostaurin, a multitarget protein kinase inhibitor, to be a protective drug. Next, 3xTg AD transgenic mice were used for a final evaluation of midostaurin’s effect. Behavioral testing after three weeks of 20 mg/kg intraperitoneal treatment revealed a significant improvement in behavior, including locomotion, anxiety-like behavior, and new-place recognition. Altogether, we consider that our pipeline might be a useful tool for drug repurposing in complex diseases. MDPI 2023-07-28 /pmc/articles/PMC10418421/ /pubmed/37569459 http://dx.doi.org/10.3390/ijms241512079 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Esteban-Martos, Alvaro Brokate-Llanos, Ana Maria Real, Luis Miguel Melgar-Locatelli, Sonia de Rojas, Itziar Castro-Zavala, Adriana Bravo, Maria Jose Mañas-Padilla, Maria del Carmen García-González, Pablo Ruiz-Galdon, Maximiliano Pacheco-Sánchez, Beatriz Polvillo, Rocío Rodriguez de Fonseca, Fernando González, Irene Castilla-Ortega, Estela Muñoz, Manuel J. Rivera, Patricia Reyes-Engel, Armando Ruiz, Agustin Royo, Jose Luis A Functional Pipeline of Genome-Wide Association Data Leads to Midostaurin as a Repurposed Drug for Alzheimer’s Disease |
title | A Functional Pipeline of Genome-Wide Association Data Leads to Midostaurin as a Repurposed Drug for Alzheimer’s Disease |
title_full | A Functional Pipeline of Genome-Wide Association Data Leads to Midostaurin as a Repurposed Drug for Alzheimer’s Disease |
title_fullStr | A Functional Pipeline of Genome-Wide Association Data Leads to Midostaurin as a Repurposed Drug for Alzheimer’s Disease |
title_full_unstemmed | A Functional Pipeline of Genome-Wide Association Data Leads to Midostaurin as a Repurposed Drug for Alzheimer’s Disease |
title_short | A Functional Pipeline of Genome-Wide Association Data Leads to Midostaurin as a Repurposed Drug for Alzheimer’s Disease |
title_sort | functional pipeline of genome-wide association data leads to midostaurin as a repurposed drug for alzheimer’s disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10418421/ https://www.ncbi.nlm.nih.gov/pubmed/37569459 http://dx.doi.org/10.3390/ijms241512079 |
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