title: Quantitative imaging of gene expression in Drosophila embryos.
abstract: Quantitative measurements derived using sophisticated microscopy techniques are essential for understanding the basic principles that control the behavior of biological systems. Here we describe a data pipeline developed to extract quantitative data on segmentation gene expression from confocal images of gene expression patterns in Drosophila. The pipeline consists of image segmentation, background removal, temporal characterization of an embryo, data registration, and data averaging. This pipeline has been successfully applied to obtain quantitative gene expression data at cellular resolution in space and at 6.5-min resolution in time. It has also enabled the construction of a spatiotemporal atlas of segmentation gene expression. We describe the software used to construct a workflow for extracting quantitative data on segmentation gene expression and the BREReA package, which implements the methods for background removal and registration of segmentation gene expression patterns.
authors.forename: Svetlana
authors.initials: S
authors.lastname: Surkova
authors.forename: Ekaterina
authors.initials: E
authors.lastname: Myasnikova
authors.forename: Konstantin N
authors.initials: KN
authors.lastname: Kozlov
authors.forename: Andrei
authors.initials: A
authors.lastname: Pisarev
authors.forename: John
authors.initials: J
authors.lastname: Reinitz
authors.forename: Maria
authors.initials: M
authors.lastname: Samsonova
mesh_terms: D000818:Animals; D004330:Drosophila / Q000196:embryology*; D020869:Gene Expression Profiling / Q000379:methods*; D007091:Image Processing, Computer-Assisted / Q000379:methods*; D018613:Microscopy, Confocal / Q000379:methods*; D012984:Software; D059008:Time-Lapse Imaging / Q000379:methods