TY - JOUR
T1 - A Functional Pipeline of Genome-Wide Association Data Leads to Midostaurin as a Repurposed Drug for Alzheimer’s Disease
AU - Esteban-Martos, Alvaro
AU - Brokate-Llanos, Ana Maria
AU - Real, Luis Miguel
AU - Melgar-Locatelli, Sonia
AU - de Rojas, Itziar
AU - Castro-Zavala, Adriana
AU - Bravo, Maria Jose
AU - Mañas-Padilla, Maria del Carmen
AU - García-González, Pablo
AU - Ruiz-Galdon, Maximiliano
AU - Pacheco-Sánchez, Beatriz
AU - Polvillo, Rocío
AU - Rodriguez de Fonseca, Fernando
AU - González, Irene
AU - Castilla-Ortega, Estela
AU - Muñoz, Manuel J.
AU - Rivera, Patricia
AU - Reyes-Engel, Armando
AU - Ruiz, Agustin
AU - Royo, Jose Luis
N1 - Publisher Copyright:
© 2023 by the authors.
PY - 2023/8
Y1 - 2023/8
N2 - 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 × 107 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 Aβ1-42 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.
AB - 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 × 107 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 Aβ1-42 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.
KW - Alzheimer’s disease
KW - drug discovery
KW - GWAS pipeline
KW - midostaurin
UR - https://www.scopus.com/pages/publications/85167772500
UR - https://www.scopus.com/inward/citedby.url?scp=85167772500&partnerID=8YFLogxK
U2 - 10.3390/ijms241512079
DO - 10.3390/ijms241512079
M3 - Article
C2 - 37569459
AN - SCOPUS:85167772500
SN - 1661-6596
VL - 24
JO - International journal of molecular sciences
JF - International journal of molecular sciences
IS - 15
M1 - 12079
ER -