Growth factor-mediated coupling between lineage size and cell fate choice underlies robustness of mammalian development

  1. Nestor Saiz  Is a corresponding author
  2. Laura Mora-Bitria
  3. Shahadat Rahman
  4. Hannah George
  5. Jeremy Herder
  6. Jordi Garcia-Ojalvo  Is a corresponding author
  7. Anna-Katerina Hadjantonakis  Is a corresponding author
  1. Memorial Sloan Kettering Cancer Center, United States
  2. Universitat Pompeu Fabra, Spain

Abstract

Precise control and maintenance of population size is fundamental for organismal development and homeostasis. The three cell types of the mammalian blastocyst are generated in precise proportions over a short time, suggesting a mechanism to ensure a reproducible outcome. We developed a minimal mathematical model demonstrating growth factor signaling is sufficient to guarantee this robustness and which anticipates an embryo's response to perturbations in lineage composition. Addition of lineage-restricted cells both in vivo and in silico, causes a shift of the fate of progenitors away from the supernumerary cell type, while eliminating cells using laser ablation biases the specification of progenitors towards the targeted cell type. Finally, FGF4 couples fate decisions to lineage composition through changes in local growth factor concentration, providing a basis for the regulative abilities of the early mammalian embryo whereby fate decisions are coordinated at the population level to robustly generate tissues in the right proportions.

Data availability

All image data processing was done in R version 3.4.2, using RStudio as an interactive development environment. All processed data as well as the code used to transform data and classify cells is available at https://github.com/nestorsaiz/saiz-et-al_2020 and upon request.All raw confocal images and data tables will be freely available on Figshare with DOI 10.6084/m9.figshare.c.4736507.Code for phase-plane analysis and modeling is available at https://github.com/jgojalvo/EmbryoRobustness.

The following data sets were generated
The following previously published data sets were used

Article and author information

Author details

  1. Nestor Saiz

    Developmental Biology Program, Memorial Sloan Kettering Cancer Center, New York, United States
    For correspondence
    saizaren@mskcc.org
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-0637-791X
  2. Laura Mora-Bitria

    Department of Experimental and Health Sciences, Universitat Pompeu Fabra, Barcelona, Spain
    Competing interests
    The authors declare that no competing interests exist.
  3. Shahadat Rahman

    Developmental Biology, Memorial Sloan Kettering Cancer Center, New York, United States
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-3424-6768
  4. Hannah George

    Developmental Biology, Memorial Sloan Kettering Cancer Center, New York, United States
    Competing interests
    The authors declare that no competing interests exist.
  5. Jeremy Herder

    Developmental Biology, Memorial Sloan Kettering Cancer Center, New York, United States
    Competing interests
    The authors declare that no competing interests exist.
  6. Jordi Garcia-Ojalvo

    Department of Experimental and Health Sciences, Universitat Pompeu Fabra, Barcelona, Spain
    For correspondence
    jordi.g.ojalvo@upf.edu
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-3716-7520
  7. Anna-Katerina Hadjantonakis

    Developmental Biology Program, Memorial Sloan Kettering Cancer Center, New York, United States
    For correspondence
    hadj@mskcc.org
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-7580-5124

Funding

Eunice Kennedy Shriver National Institute of Child Health and Human Development (R01-HD094868)

  • Anna-Katerina Hadjantonakis

National Institute of Diabetes and Digestive and Kidney Diseases (R01-DK084391)

  • Anna-Katerina Hadjantonakis

National Cancer Institute (P30-CA008748)

  • Anna-Katerina Hadjantonakis

Spanish Ministry of Science, Innovation and Universities (PGC2018-101251-B-I00)

  • Jordi Garcia-Ojalvo

Spanish Ministry of Science, Innovation and Universities (CEX2018-000792-M)

  • Jordi Garcia-Ojalvo

ICREA

  • Jordi Garcia-Ojalvo

STARR Foundation Tri-Institutional Stem Cell Postdoctoral fellowship

  • Nestor Saiz

The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.

Ethics

Animal experimentation: All animal work was approved by Memorial Sloan Kettering Cancer Center's Institutional Animal Care and Use Committee (Protocol 03-12-017, Hadjantonakis PI).

Reviewing Editor

  1. Elizabeth Robertson, University of Oxford, United Kingdom

Version history

  1. Received: February 16, 2020
  2. Accepted: July 24, 2020
  3. Accepted Manuscript published: July 28, 2020 (version 1)
  4. Version of Record published: September 18, 2020 (version 2)
  5. Version of Record updated: October 13, 2020 (version 3)

Copyright

© 2020, Saiz et al.

This article is distributed under the terms of the Creative Commons Attribution License permitting unrestricted use and redistribution provided that the original author and source are credited.

Metrics

  • 4,274
    Page views
  • 598
    Downloads
  • 36
    Citations

Article citation count generated by polling the highest count across the following sources: Scopus, Crossref, PubMed Central.

Download links

A two-part list of links to download the article, or parts of the article, in various formats.

Downloads (link to download the article as PDF)

Open citations (links to open the citations from this article in various online reference manager services)

Cite this article (links to download the citations from this article in formats compatible with various reference manager tools)

  1. Nestor Saiz
  2. Laura Mora-Bitria
  3. Shahadat Rahman
  4. Hannah George
  5. Jeremy Herder
  6. Jordi Garcia-Ojalvo
  7. Anna-Katerina Hadjantonakis
(2020)
Growth factor-mediated coupling between lineage size and cell fate choice underlies robustness of mammalian development
eLife 9:e56079.
https://doi.org/10.7554/eLife.56079

Further reading

    1. Developmental Biology
    2. Neuroscience
    Xiong Yang, Rong Wan ... Ke Tang
    Research Article

    The hippocampus executes crucial functions from declarative memory to adaptive behaviors associated with cognition and emotion. However, the mechanisms of how morphogenesis and functions along the hippocampal dorsoventral axis are differentiated and integrated are still largely unclear. Here, we show that Nr2f1 and Nr2f2 genes are distinctively expressed in the dorsal and ventral hippocampus, respectively. The loss of Nr2f2 results in ectopic CA1/CA3 domains in the ventral hippocampus. The deficiency of Nr2f1 leads to the failed specification of dorsal CA1, among which there are place cells. The deletion of both Nr2f genes causes almost agenesis of the hippocampus with abnormalities of trisynaptic circuit and adult neurogenesis. Moreover, Nr2f1/2 may cooperate to guarantee appropriate morphogenesis and function of the hippocampus by regulating the Lhx5-Lhx2 axis. Our findings revealed a novel mechanism that Nr2f1 and Nr2f2 converge to govern the differentiation and integration of distinct characteristics of the hippocampus in mice.

    1. Developmental Biology
    2. Evolutionary Biology
    Nico Posnien, Vera S Hunnekuhl, Gregor Bucher
    Review Article

    Gene expression has been employed for homologizing body regions across bilateria. The molecular comparison of vertebrate and fly brains has led to a number of disputed homology hypotheses. Data from the fly Drosophila melanogaster have recently been complemented by extensive data from the red flour beetle Tribolium castaneum with its more insect-typical development. In this review, we revisit the molecular mapping of the neuroectoderm of insects and vertebrates to reconsider homology hypotheses. We claim that the protocerebrum is non-segmental and homologous to the vertebrate fore- and midbrain. The boundary between antennal and ocular regions correspond to the vertebrate mid-hindbrain boundary while the deutocerebrum represents the anterior-most ganglion with serial homology to the trunk. The insect head placode is shares common embryonic origin with the vertebrate adenohypophyseal placode. Intriguingly, vertebrate eyes develop from a different region compared to the insect compound eyes calling organ homology into question. Finally, we suggest a molecular re-definition of the classic concepts of archi- and prosocerebrum.