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Organoid intelligence for developmental neurotoxicity testing

Authors :
Dowlette-Mary Alam El Din
Jeongwon Shin
Alexandra Lysinger
Matthew J. Roos
Erik C. Johnson
Timothy J. Shafer
Thomas Hartung
Lena Smirnova
Source :
Frontiers in Cellular Neuroscience, Vol 18 (2024)
Publication Year :
2024
Publisher :
Frontiers Media S.A., 2024.

Abstract

The increasing prevalence of neurodevelopmental disorders has highlighted the need for improved testing methods to determine developmental neurotoxicity (DNT) hazard for thousands of chemicals. This paper proposes the integration of organoid intelligence (OI); leveraging brain organoids to study neuroplasticity in vitro, into the DNT testing paradigm. OI brings a new approach to measure the impacts of xenobiotics on plasticity mechanisms – a critical biological process that is not adequately covered in current DNT in vitro assays. Finally, the integration of artificial intelligence (AI) techniques will further facilitate the analysis of complex brain organoid data to study these plasticity mechanisms.

Details

Language :
English
ISSN :
16625102
Volume :
18
Database :
Directory of Open Access Journals
Journal :
Frontiers in Cellular Neuroscience
Publication Type :
Academic Journal
Accession number :
edsdoj.486db674dadc4af5b5bb5bf31a061d27
Document Type :
article
Full Text :
https://doi.org/10.3389/fncel.2024.1480845