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Drug Repurposing in Rare Diseases: An Integrative Study of Drug Screening and Transcriptomic Analysis in Nephropathic Cystinosis
Diagnosis and cure for rare diseases represent a great challenge for the scientific community who often comes up against the complexity and heterogeneity of clinical picture associated to a high cost and time-consuming drug development processes. Here we show a drug repurposing strategy applied to n...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8657658/ https://www.ncbi.nlm.nih.gov/pubmed/34884638 http://dx.doi.org/10.3390/ijms222312829 |
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author | Bellomo, Francesco De Leo, Ester Taranta, Anna Giaquinto, Laura Di Giovamberardino, Gianna Montefusco, Sandro Rega, Laura Rita Pastore, Anna Medina, Diego Luis Di Bernardo, Diego De Matteis, Maria Antonietta Emma, Francesco |
author_facet | Bellomo, Francesco De Leo, Ester Taranta, Anna Giaquinto, Laura Di Giovamberardino, Gianna Montefusco, Sandro Rega, Laura Rita Pastore, Anna Medina, Diego Luis Di Bernardo, Diego De Matteis, Maria Antonietta Emma, Francesco |
author_sort | Bellomo, Francesco |
collection | PubMed |
description | Diagnosis and cure for rare diseases represent a great challenge for the scientific community who often comes up against the complexity and heterogeneity of clinical picture associated to a high cost and time-consuming drug development processes. Here we show a drug repurposing strategy applied to nephropathic cystinosis, a rare inherited disorder belonging to the lysosomal storage diseases. This approach consists in combining mechanism-based and cell-based screenings, coupled with an affordable computational analysis, which could result very useful to predict therapeutic responses at both molecular and system levels. Then, we identified potential drugs and metabolic pathways relevant for the pathophysiology of nephropathic cystinosis by comparing gene-expression signature of drugs that share common mechanisms of action or that involve similar pathways with the disease gene-expression signature achieved with RNA-seq. |
format | Online Article Text |
id | pubmed-8657658 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-86576582021-12-10 Drug Repurposing in Rare Diseases: An Integrative Study of Drug Screening and Transcriptomic Analysis in Nephropathic Cystinosis Bellomo, Francesco De Leo, Ester Taranta, Anna Giaquinto, Laura Di Giovamberardino, Gianna Montefusco, Sandro Rega, Laura Rita Pastore, Anna Medina, Diego Luis Di Bernardo, Diego De Matteis, Maria Antonietta Emma, Francesco Int J Mol Sci Article Diagnosis and cure for rare diseases represent a great challenge for the scientific community who often comes up against the complexity and heterogeneity of clinical picture associated to a high cost and time-consuming drug development processes. Here we show a drug repurposing strategy applied to nephropathic cystinosis, a rare inherited disorder belonging to the lysosomal storage diseases. This approach consists in combining mechanism-based and cell-based screenings, coupled with an affordable computational analysis, which could result very useful to predict therapeutic responses at both molecular and system levels. Then, we identified potential drugs and metabolic pathways relevant for the pathophysiology of nephropathic cystinosis by comparing gene-expression signature of drugs that share common mechanisms of action or that involve similar pathways with the disease gene-expression signature achieved with RNA-seq. MDPI 2021-11-27 /pmc/articles/PMC8657658/ /pubmed/34884638 http://dx.doi.org/10.3390/ijms222312829 Text en © 2021 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 Bellomo, Francesco De Leo, Ester Taranta, Anna Giaquinto, Laura Di Giovamberardino, Gianna Montefusco, Sandro Rega, Laura Rita Pastore, Anna Medina, Diego Luis Di Bernardo, Diego De Matteis, Maria Antonietta Emma, Francesco Drug Repurposing in Rare Diseases: An Integrative Study of Drug Screening and Transcriptomic Analysis in Nephropathic Cystinosis |
title | Drug Repurposing in Rare Diseases: An Integrative Study of Drug Screening and Transcriptomic Analysis in Nephropathic Cystinosis |
title_full | Drug Repurposing in Rare Diseases: An Integrative Study of Drug Screening and Transcriptomic Analysis in Nephropathic Cystinosis |
title_fullStr | Drug Repurposing in Rare Diseases: An Integrative Study of Drug Screening and Transcriptomic Analysis in Nephropathic Cystinosis |
title_full_unstemmed | Drug Repurposing in Rare Diseases: An Integrative Study of Drug Screening and Transcriptomic Analysis in Nephropathic Cystinosis |
title_short | Drug Repurposing in Rare Diseases: An Integrative Study of Drug Screening and Transcriptomic Analysis in Nephropathic Cystinosis |
title_sort | drug repurposing in rare diseases: an integrative study of drug screening and transcriptomic analysis in nephropathic cystinosis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8657658/ https://www.ncbi.nlm.nih.gov/pubmed/34884638 http://dx.doi.org/10.3390/ijms222312829 |
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