Publication Details |
| Category | Text Publication |
| Reference Category | Journals |
| DOI | 10.1007/s00204-024-03922-z |
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| Title (Primary) | Bridging imaging-based in vitro methods from biomedical research to regulatory toxicology |
| Author | Piergiovanni, M.; Mennecozzi, M.; Barale-Thomas, E.; Danovi, D.; Dunst, S.; Egan, D.; Fassi, A.; Hartley, M.; Kainz, P.; Koch, K.; Le Dévédec, S.E.; Mangas, I.; Miranda, E.; Nyffeler, J.; Pesenti, E.; Ricci, F.; Schmied, C.; Schreiner, A.; Stokar-Regenscheit, N.; Swedlow, J.R.; Uhlmann, V.; Wieland, F.C.; Wilson, A.; Whelan, M. |
| Source Titel | Archives of Toxicology |
| Year | 2025 |
| Department | ETOX |
| Volume | 99 |
| Issue | 4 |
| Page From | 1271 |
| Page To | 1285 |
| Language | englisch |
| Topic | T9 Healthy Planet |
| Keywords | Imaging-based in vitro methods; Regulatory toxicology; High content imaging; Artificial intelligence; Validation; 3Rs |
| Abstract | Imaging technologies are being increasingly used in biomedical research and experimental toxicology to gather morphological and functional information from cellular models. There is a concrete opportunity of incorporating imaging-based in vitro methods in international guidelines to respond to regulatory requirements with human relevant data. To translate these methods from R&D to international regulatory acceptance, the community needs to implement test methods under quality management systems, assess inter-laboratory transferability, and demonstrate data reliability and robustness. This article summarises current challenges associated with image acquisition, image analysis, including artificial intelligence, and data management of imaging-based methods, with examples from the developmental neurotoxicity in vitro battery and phenotypic profiling assays. The article includes considerations on specific needs and potential solutions to design and implement future validation and transferability studies. |
| Persistent UFZ Identifier | https://www.ufz.de/index.php?en=20939&ufzPublicationIdentifier=30533 |
| Piergiovanni, M., Mennecozzi, M., Barale-Thomas, E., Danovi, D., Dunst, S., Egan, D., Fassi, A., Hartley, M., Kainz, P., Koch, K., Le Dévédec, S.E., Mangas, I., Miranda, E., Nyffeler, J., Pesenti, E., Ricci, F., Schmied, C., Schreiner, A., Stokar-Regenscheit, N., Swedlow, J.R., Uhlmann, V., Wieland, F.C., Wilson, A., Whelan, M. (2025): Bridging imaging-based in vitro methods from biomedical research to regulatory toxicology Arch. Toxicol. 99 (4), 1271 - 1285 10.1007/s00204-024-03922-z |
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