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Published May 2011 | Supplemental Material + Published
Journal Article Open

Simulating the Mammalian Blastocyst - Molecular and Mechanical Interactions Pattern the Embryo

Abstract

Mammalian embryogenesis is a dynamic process involving gene expression and mechanical forces between proliferating cells. The exact nature of these interactions, which determine the lineage patterning of the trophectoderm and endoderm tissues occurring in a highly regulated manner at precise periods during the embryonic development, is an area of debate. We have developed a computational modeling framework for studying this process, by which the combined effects of mechanical and genetic interactions are analyzed within the context of proliferating cells. At a purely mechanical level, we demonstrate that the perpendicular alignment of the animal-vegetal (a-v) and embryonic-abembryonic (eb-ab) axes is a result of minimizing the total elastic conformational energy of the entire collection of cells, which are constrained by the zona pellucida. The coupling of gene expression with the mechanics of cell movement is important for formation of both the trophectoderm and the endoderm. In studying the formation of the trophectoderm, we contrast and compare quantitatively two hypotheses: (1) The position determines gene expression, and (2) the gene expression determines the position. Our model, which couples gene expression with mechanics, suggests that differential adhesion between different cell types is a critical determinant in the robust endoderm formation. In addition to differential adhesion, two different testable hypotheses emerge when considering endoderm formation: (1) A directional force acts on certain cells and moves them into forming the endoderm layer, which separates the blastocoel and the cells of the inner cell mass (ICM). In this case the blastocoel simply acts as a static boundary. (2) The blastocoel dynamically applies pressure upon the cells in contact with it, such that cell segregation in the presence of differential adhesion leads to the endoderm formation. To our knowledge, this is the first attempt to combine cell-based spatial mechanical simulations with genetic networks to explain mammalian embryogenesis. Such a framework provides the means to test hypotheses in a controlled in silico environment.

Additional Information

© 2011 Krupinski et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Received: August 26, 2010; Accepted: March 31, 2011; Published: May 5, 2011. Editor: Denis Thieffry, Ecole Normale Supérieure, France. We would like to thank Adrienne Roeder and Henrik Jönsson as well as anonymous peer reviewers for valuable comments on the manuscript. We acknowledge the hospitality of KITP in Santa Barbara, where part of this work was done. This work was funded by the Swedish Foundation for Strategic Research; Senior Individual Grant A3 06:215. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. Author Contributions: Conceived and designed the experiments: PK VC CP. Performed the experiments: PK. Analyzed the data: PK VC CP. Contributed reagents/ materials/analysis tools: PK VC. Wrote the paper: PK VC CP.

Attached Files

Published - Krupinski2011p14073Plos_Comput_Biol.pdf

Supplemental Material - fetchSingleRepresentation.action

Supplemental Material - journal.pcbi.1001128.s001.pdf

Supplemental Material - journal.pcbi.1001128.s002.pdf

Supplemental Material - journal.pcbi.1001128.s003.pdf

Supplemental Material - journal.pcbi.1001128.s004.pdf

Supplemental Material - journal.pcbi.1001128.s005.pdf

Supplemental Material - journal.pcbi.1001128.s006.pdf

Supplemental Material - journal.pcbi.1001128.s007.pdf

Supplemental Material - journal.pcbi.1001128.s008.pdf

Supplemental Material - journal.pcbi.1001128.s009.pdf

Supplemental Material - journal.pcbi.1001128.s010.pdf

Supplemental Material - journal.pcbi.1001128.s012.avi

Supplemental Material - journal.pcbi.1001128.s013.avi

Supplemental Material - journal.pcbi.1001128.s014.avi

Supplemental Material - journal.pcbi.1001128.s015.avi

Supplemental Material - journal.pcbi.1001128.s016.avi

Supplemental Material - journal.pcbi.1001128.s017.avi

Supplemental Material - journal.pcbi.1001128.s018.avi

Supplemental Material - journal.pcbi.1001128.s019.avi

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