4D atlas of the mouse embryo for precise morphological staging

After more than a century of research, the mouse remains the gold-standard model system, for it recapitulates human development and disease and is quickly and highly tractable to genetic manipulations. Fundamental to the power and success of using a mouse model is the ability to stage embryonic mouse development accurately. Past staging systems were limited by the technologies of the day, such that only surface features, visible with a light microscope, could be recognized and used to define stages. With the advent of high-throughput 3D imaging tools that capture embryo morphology in microscopic detail, we now present the first 4D atlas staging system for mouse embryonic development using optical projection tomography and image registration methods. By tracking 3D trajectories of every anatomical point in the mouse embryo from E11.5 to E14.0, we established the first 4D atlas compiled from ex vivo 3D mouse embryo reference images. The resulting 4D atlas comprises 51 interpolated 3D images in this gestational range, resulting in a temporal resolution of 72 min. From this 4D atlas, any mouse embryo image can be subsequently compared and staged at the global, voxel and/or structural level. Assigning an embryonic stage to each point in anatomy allows for unprecedented quantitative analysis of developmental asynchrony among different anatomical structures in the same mouse embryo. This comprehensive developmental data set offers developmental biologists a new, powerful staging system that can identify and compare differences in developmental timing in wild-type embryos and shows promise for localizing deviations in mutant development. Summary: This comprehensive developmental dataset, which combines optical projection tomography and image registration methods, provides a new and powerful staging system for mouse embryos.

[1]  R. Mark Henkelman,et al.  Three-Dimensional Analysis of Vascular Development in the Mouse Embryo , 2008, PloS one.

[2]  B. Metscher MicroCT for developmental biology: A versatile tool for high‐contrast 3D imaging at histological resolutions , 2009, Developmental dynamics : an official publication of the American Association of Anatomists.

[3]  R. Zeller,et al.  Gremlin-mediated BMP antagonism induces the epithelial-mesenchymal feedback signaling controlling metanephric kidney and limb organogenesis , 2004, Development.

[4]  R Mark Henkelman,et al.  Automated pipeline for anatomical phenotyping of mouse embryos using micro-CT , 2014, Development.

[5]  R. Mark Henkelman,et al.  Design and Implementation of a Custom Built Optical Projection Tomography System , 2013, PloS one.

[6]  D. Louis Collins,et al.  Animal: Validation and Applications of Nonlinear Registration-Based Segmentation , 1997, Int. J. Pattern Recognit. Artif. Intell..

[7]  James Sharpe,et al.  A landmark-free morphometric staging system for the mouse limb bud , 2011, Development.

[8]  J. Hecksher-Sørensen,et al.  Optical Projection Tomography as a Tool for 3D Microscopy and Gene Expression Studies , 2002, Science.

[9]  Alan C. Evans,et al.  A three-dimensional MRI atlas of the mouse brain with estimates of the average and variability. , 2005, Cerebral cortex.

[10]  Daniel H. Turnbull,et al.  4D MEMRI atlas of neonatal FVB/N mouse brain development , 2015, NeuroImage.

[11]  J. Epstein,et al.  Rapid 3D Phenotyping of Cardiovascular Development in Mouse Embryos by Micro-CT With Iodine Staining , 2010, Circulation. Cardiovascular imaging.

[12]  Richard Baldock,et al.  Bloomsbury report on mouse embryo phenotyping: recommendations from the IMPC workshop on embryonic lethal screening , 2013, Disease Models & Mechanisms.

[13]  Max A. Viergever,et al.  Mutual-information-based registration of medical images: a survey , 2003, IEEE Transactions on Medical Imaging.

[14]  Richard R. Behringer,et al.  Mouse phenotypes: a handbook of mutation analysis. , 2005 .

[15]  K. Theiler The house mouse. Development and normal stages from fertilization to 4 weeks of age. , 1972 .

[16]  B. Metscher MicroCT for comparative morphology: simple staining methods allow high-contrast 3D imaging of diverse non-mineralized animal tissues , 2009, BMC Physiology.

[17]  R. Mark Henkelman,et al.  A novel 3D mouse embryo atlas based on micro-CT , 2012, Development.