Data di Pubblicazione:
2022
Abstract:
Advances in research have boosted therapy development for congenital disorders of
glycosylation (CDG), a group of rare genetic disorders affecting protein and lipid glycosylation and
glycosylphosphatidylinositol anchor biosynthesis. The (re)use of known drugs for novel medical
purposes, known as drug repositioning, is growing for both common and rare disorders. The latest
innovation concerns the rational search for repositioned molecules which also benefits from artificial
intelligence (AI). Compared to traditional methods, drug repositioning accelerates the overall drug
discovery process while saving costs. This is particularly valuable for rare diseases. AI tools have
proven their worth in diagnosis, in disease classification and characterization, and ultimately in
therapy discovery in rare diseases. The availability of biomarkers and reliable disease models is
critical for research and development of new drugs, especially for rare and heterogeneous diseases
such as CDG. This work reviews the literature related to repositioned drugs for CDG, discovered by
serendipity or through a systemic approach. Recent advances in biomarkers and disease models are
also outlined as well as stakeholders' views on AI for therapy discovery in CDG.
Tipologia CRIS:
01.01 Articolo in rivista
Keywords:
congenital disorders of glycosylation; drug repositioning; AI in drug discovery; orphan drugs; disease models; biomarkers
Elenco autori:
Andreotti, Giuseppina
Link alla scheda completa:
Pubblicato in: