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High-throughput formation and image-based analysis of basal-in mammary organoids in 384-well plates
- Source :
- Scientific Reports, Scientific Reports, Vol 12, Iss 1, Pp 1-9 (2022)
- Publication Year :
- 2022
- Publisher :
- Springer Science and Business Media LLC, 2022.
-
Abstract
- This manuscript describes a new method for forming basal-in MCF10A organoids using commercial 384-well ultra-low attachment (ULA) microplates and the development of associated live-cell imaging and automated analysis protocols. The use of a commercial 384-well ULA platform makes this method more broadly accessible than previously reported hanging drop systems and enables in-incubator automated imaging. Therefore, time points can be captured on a more frequent basis to improve tracking of early organoid formation and growth. However, one major challenge of live-cell imaging in multi-well plates is the rapid accumulation of large numbers of images. In this paper, an automated MATLAB script to handle the increased image load is developed. This analysis protocol utilizes morphological image processing to identify cellular structures within each image and quantify their circularity and size. Using this script, time-lapse images of aggregating and non-aggregating culture conditions are analyzed to profile early changes in size and circularity. Moreover, this high-throughput platform is applied to widely screen concentration combinations of Matrigel and epidermal growth factor (EGF) or heparin-binding EGF-like growth factor (HB-EGF) for their impact on organoid formation. These results can serve as a practical resource, guiding future research with basal-in MCF10A organoids.
- Subjects :
- Time Factors
Science
Time-Lapse Imaging
Article
Cell Line
Image Processing, Computer-Assisted
Humans
Cell Culture Techniques, Three Dimensional
Mammary Glands, Human
Cell Proliferation
Multidisciplinary
Epidermal Growth Factor
Assay systems
High-throughput screening
High-Throughput Screening Assays
Organoids
Drug Combinations
Microscopy, Fluorescence
Medicine
Female
Proteoglycans
Collagen
Laminin
Algorithms
Heparin-binding EGF-like Growth Factor
Subjects
Details
- ISSN :
- 20452322
- Volume :
- 12
- Database :
- OpenAIRE
- Journal :
- Scientific Reports
- Accession number :
- edsair.doi.dedup.....2ccece1873188dc902ebebf64aecc434
- Full Text :
- https://doi.org/10.1038/s41598-021-03739-1