Drug Repurposing in Rare Diseases: An Integrative Study of Drug Screening and Transcriptomic Analysis in Nephropathic Cystinosis

Author:

Bellomo FrancescoORCID,De Leo EsterORCID,Taranta Anna,Giaquinto Laura,Di Giovamberardino Gianna,Montefusco Sandro,Rega Laura RitaORCID,Pastore AnnaORCID,Medina Diego LuisORCID,Di Bernardo Diego,De Matteis Maria Antonietta,Emma FrancescoORCID

Abstract

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.

Funder

Cystinosis Research Foundation

Telethon Foundation

Italian Association for Cancer Research

Governo Italiano

Publisher

MDPI AG

Subject

Inorganic Chemistry,Organic Chemistry,Physical and Theoretical Chemistry,Computer Science Applications,Spectroscopy,Molecular Biology,General Medicine,Catalysis

Cited by 11 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Drug discovery and therapeutic perspectives for proximal tubulopathies;Kidney International;2023-12

2. Orphan Drugs and Rare Diseases: Unveiling Biological Patterns through Drug Repurposing;2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS);2023-06

3. Orphan Drugs and Rare Diseases: Unveiling Biological Patterns through Drug Repurposing;2023-05-05

4. New Pharmacological Approaches for Rare Diseases;International Journal of Molecular Sciences;2023-04-14

5. Metabolomic Analyses to Identify Candidate Biomarkers of Cystinosis;International Journal of Molecular Sciences;2023-01-30

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