In toto light sheet fluorescence microscopy live imaging datasets of Ceratitis capitata embryonic development.
Frederic StroblMarc F ScheteligErnst H K StelzerPublished in: Scientific data (2022)
The Mediterranean fruit fly (medfly), Ceratitis capitata, is an important model organism in biology and agricultural research with high economic relevance. However, information about its embryonic development is still sparse. We share nine long-term live imaging datasets acquired with light sheet fluorescence microscopy (484.5 h total recording time, 373 995 images, 256 Gb) with the scientific community. Six datasets show the embryonic development in toto for about 60 hours at 30 minutes intervals along four directions in three spatial dimensions, covering approximately 97% of the entire embryonic development period. Three datasets focus on germ cell formation and head involution. All imaged embryos hatched morphologically intact. Based on these data, we suggest a two-level staging system that functions as a morphogenetic framework for upcoming studies on medfly. Our data supports research on wild-type or aberrant morphogenesis, quantitative analyses, comparative approaches to insect development as well as studies related to pest control. Further, they can be used to test advanced image processing approaches or to train machine learning algorithms and/or neuronal networks.
Keyphrases
- high resolution
- single molecule
- machine learning
- deep learning
- rna seq
- wild type
- big data
- germ cell
- high speed
- electronic health record
- optical coherence tomography
- artificial intelligence
- case control
- lymph node
- mass spectrometry
- risk assessment
- energy transfer
- convolutional neural network
- climate change
- single cell
- data analysis
- zika virus
- fluorescence imaging
- drosophila melanogaster