BiosystemsDevelopmental BiologyPeer-reviewed journal article
Morphogenetic processes as data: Quantitative structure in the Drosophila eye imaginal disc
Bradly AliceaiD, Thomas E. PortegysiD, Diana Gordon, Richard GordoniD
Abstract
We can improve our understanding of biological processes through the use of computational and mathematical modeling. One such morphogenetic process (ommatidia formation in the Drosophila eye imaginal disc) provides us with an opportunity to demonstrate the power of this approach. We use a high-resolution image that catches the spatially- and temporally-dependent process of ommatidia formation in the act. This image is converted to quantitative measures and models that provide us with new information about the dynamics and geometry of this process. We approach this by addressing three computational hypotheses, and provide a publicly-available repository containing data and images for further analysis. Potential spatial patterns in the morphogenetic furrow and ommatidia are summarized, while the ommatidia cells are projected to a spherical map in order to identify higher-level spatiotemporal features. In the conclusion, we discuss the implications of our approach and findings for developmental complexity and biological theory.
- organism: Drosophila
- assay: imaging
- research focus: cell type annotation
- research focus: spatial domain detection
- approach: statistical model
- Citations
- 2
- FWCI
- 0.13
- Field percentile
- 48th percentile
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