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  1. Pubblicazioni

Recent Advances in High-Content Imaging and Analysis in iPSC-Based Modelling of Neurodegenerative Diseases

Articolo
Data di Pubblicazione:
2023
Abstract:
In the field of neurodegenerative pathologies, the platforms for disease modelling based on patient-derived induced pluripotent stem cells (iPSCs) represent a valuable molecular diagnostic/ prognostic tool. Indeed, they paved the way for the in vitro recapitulation of the pathological mechanisms underlying neurodegeneration and for characterizing the molecular heterogeneity of disease manifestations, also enabling drug screening approaches for new therapeutic candidates. A major challenge is related to the choice and optimization of the morpho-functional study designs in human iPSC-derived neurons to deeply detail the cell phenotypes as markers of neurodegeneration. In recent years, the specific combination of high-throughput screening with subcellular resolution microscopy for cell-based high-content imaging (HCI) screening allowed in-depth analyses of cell morphology and neurite trafficking in iPSC-derived neuronal cells by using specific cutting-edge microscopes and automated computational assays. The present work aims to describe the main recent protocols and advances achieved with the HCI analysis in iPSC-based modelling of neurodegenerative diseases, highlighting technical and bioinformatics tips and tricks for further uses and research. To this end, microscopy requirements and the latest computational pipelines to analyze imaging data will be explored, while also providing an overview of the available open-source high-throughput automated platforms.
Tipologia CRIS:
03A-Articolo su Rivista
Keywords:
iPSC, HCI, personalized medicine, imaging software, data analytics
Elenco autori:
Giovanna Menduti; Marina Boido
Autori di Ateneo:
BOIDO Marina Maria
Link alla scheda completa:
https://iris.unito.it/handle/2318/1947303
Link al Full Text:
https://iris.unito.it/retrieve/handle/2318/1947303/1218131/ijms-24-14689.pdf
Pubblicato in:
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
Journal
  • Aree Di Ricerca

Aree Di Ricerca

Settori (13)


LS5_11 - Neurological and neurodegenerative disorders - (2022)

CIBO, AGRICOLTURA e ALLEVAMENTI - Farmacologia Veterinaria

CIBO, AGRICOLTURA e ALLEVAMENTI - Patologia e malattie degli animali

CIBO, AGRICOLTURA e ALLEVAMENTI - Scienze cliniche veterinarie

MEDICINA, SALUTE e BENESSERE - Disturbi neuropsichiatrici

MEDICINA, SALUTE e BENESSERE - Epidemiologia

MEDICINA, SALUTE e BENESSERE - Fisiologia comportamentale

MEDICINA, SALUTE e BENESSERE - Malattie neurologiche e neurodegenerative

MEDICINA, SALUTE e BENESSERE - Oncologia e Tumori

MEDICINA, SALUTE e BENESSERE - Psicologia clinica

MEDICINA, SALUTE e BENESSERE - Ricerca Traslazionale e Clinica

SCIENZE DELLA VITA e FARMACOLOGIA - Interazioni tra molecole, cellule, organismi e ambiente

SCIENZE DELLA VITA e FARMACOLOGIA - Sviluppo del sistema nervoso e plasticità
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