PUBLICATION
Unsupervised spatiotemporal classification of deformation patterns of embryonic tissues matches their fate map
- Authors
- Pastor-Escuredo, D., Lombardot, B., Savy, T., Boyreau, A., Doursat, R., Goicolea, J.M., Santos, A., Bourgine, P., Del Álamo, J.C., Ledesma-Carbayo, M.J., Peyriéras, N.
- ID
- ZDB-PUB-250325-1
- Date
- 2025
- Source
- iScience 28: 111753111753 (Journal)
- Registered Authors
- Savy, Thierry
- Keywords
- Biological sciences, Cell biology, Developmental biology
- MeSH Terms
- none
- PubMed
- 40124490 Full text @ iScience
Citation
Pastor-Escuredo, D., Lombardot, B., Savy, T., Boyreau, A., Doursat, R., Goicolea, J.M., Santos, A., Bourgine, P., Del Álamo, J.C., Ledesma-Carbayo, M.J., Peyriéras, N. (2025) Unsupervised spatiotemporal classification of deformation patterns of embryonic tissues matches their fate map. iScience. 28:111753111753.
Abstract
During morphogenesis, embryonic tissues display fluid-like behavior with fluctuating strain rates. Digital cell lineages reconstructed from 4D images of developing zebrafish embryos are used to infer representative tissue deformation patterns and their association with developmental events. Finite deformation analysis along cell trajectories and unsupervised machine learning are applied to obtain reduced-order models condensing the collective cell motions, delineating tissue domains with distinct 4D biomechanical behavior. This reduced-order kinematic description is reproducible across specimens and matches fate maps of the zebrafish brain in wild-type and nodal pathway mutants (zoeptz57/tz57 ), shedding light into the morphogenetic defects causing these mutants' cyclopia. Furthermore, the inferred kinematic maps also match expression maps of the gene transcription factor goosecoid (gsc). In summary, this work introduces an objective analytical framework to systematically unravel the complex spatiotemporal patterns of embryonic tissue deformations and couple them with cell fate and gene expression maps.
Genes / Markers
Expression
Phenotype
Mutations / Transgenics
Human Disease / Model
Sequence Targeting Reagents
Fish
Orthology
Engineered Foreign Genes
Mapping