Global Constraints within the Developmental Program of the Drosophila Wing

  1. Vasyl Alba
  2. James Carthew
  3. Richard W Carthew
  4. Madhav Mani  Is a corresponding author
  1. Northwestern University, United States

Abstract

Organismal development is a complex process, involving a vast number of molecular constituents interacting on multiple spatio-temporal scales in the formation of intricate body structures. Despite this complexity, development is remarkably reproducible and displays tolerance to both genetic and environmental perturbations. This robustness implies the existence of hidden simplicities in developmental programs. Here, using the Drosophila wing as a model system, we develop a new quantitative strategy that enables a robust description of biologically salient phenotypic variation. Analyzing natural phenotypic variation across a highly outbred population, and variation generated by weak perturbations in genetic and environmental conditions, we observe a highly constrained set of wing phenotypes. Remarkably, the phenotypic variants can be described by a single integrated mode that corresponds to a non-intuitive combination of structural variations across the wing. This work demonstrates the presence of constraints that funnel environmental inputs and genetic variation into phenotypes stretched along a single axis in morphological space. Our results provide quantitative insights into the nature of robustness in complex forms while yet accommodating the potential for evolutionary variations. Methodologically, we introduce a general strategy for finding such invariances in other developmental contexts.

Data availability

Data will be made publicly available at Mani, Madhav, 2021, "Imaging data from "Global Constraints within the Developmental Program of the Drosophila Wing"", https://doi.org/10.7910/DVN/UFGJFB, Harvard Dataverse, V1

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

Article and author information

Author details

  1. Vasyl Alba

    Engineering Sciences and Applied Mathematics, Northwestern University, Evanston, United States
    Competing interests
    The authors declare that no competing interests exist.
  2. James Carthew

    Engineering Sciences and Applied Mathematics, Northwestern University, Evanston, United States
    Competing interests
    The authors declare that no competing interests exist.
  3. Richard W Carthew

    Department of Molecular Biosciences, Northwestern University, Evanston, United States
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-0343-0156
  4. Madhav Mani

    Engineering Sciences and Applied Mathematics, Northwestern University, Evanston, United States
    For correspondence
    madhav.mani@northwestern.edu
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-5812-4167

Funding

National Science Foundation (DMS-1547394)

  • James Carthew

National Science Foundation (1764421)

  • Richard W Carthew
  • Madhav Mani

Simons Foundation (597491)

  • Vasyl Alba
  • Richard W Carthew
  • Madhav Mani

Simons Foundation (Investigator - MMLS)

  • Madhav Mani

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

Copyright

© 2021, Alba 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

  • 4,596
    views
  • 529
    downloads
  • 25
    citations

Views, downloads and citations are aggregated across all versions of this paper published by eLife.

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. Vasyl Alba
  2. James Carthew
  3. Richard W Carthew
  4. Madhav Mani
(2021)
Global Constraints within the Developmental Program of the Drosophila Wing
eLife 10:e66750.
https://doi.org/10.7554/eLife.66750

Share this article

https://doi.org/10.7554/eLife.66750

Further reading

    1. Developmental Biology
    Kayleigh Bozon, Hartmut Cuny ... Sally L Dunwoodie
    Research Article

    Congenital malformations can originate from numerous genetic or non-genetic factors but in most cases the causes are unknown. Genetic disruption of nicotinamide adenine dinucleotide (NAD) de novo synthesis causes multiple malformations, collectively termed Congenital NAD Deficiency Disorder (CNDD), highlighting the necessity of this pathway during embryogenesis. Previous work in mice shows that NAD deficiency perturbs embryonic development specifically when organs are forming. While the pathway is predominantly active in the liver postnatally, the site of activity prior to and during organogenesis is unknown. Here, we used a mouse model of human CNDD and assessed pathway functionality in embryonic livers and extraembryonic tissues via gene expression, enzyme activity and metabolic analyses. We found that the extra-embryonic visceral yolk sac endoderm exclusively synthesises NAD de novo during early organogenesis before the embryonic liver takes over this function. Under CNDD-inducing conditions, visceral yolk sacs had reduced NAD levels and altered NAD-related metabolic profiles, affecting embryo metabolism. Expression of requisite pathway genes is conserved in the equivalent yolk sac cell type in humans. Our findings show that visceral yolk sac-mediated NAD de novo synthesis activity is essential for mouse embryogenesis and its perturbation causes CNDD. As mouse and human yolk sacs are functionally homologous, our data improve the understanding of human congenital malformation causation.

    1. Developmental Biology
    Yanlin Hou, Zhengwen Nie ... Hans R Scholer
    Research Article

    During the first lineage segregation, mammalian embryos generate the inner cell mass (ICM) and trophectoderm (TE). ICM gives rise to the epiblast (EPI) that forms all cell types of the body, an ability referred to as pluripotency. The molecular mechanisms that induce pluripotency in embryos remain incompletely elucidated. Using knockout (KO) mouse models in conjunction with low-input ATAC-seq and RNA-seq, we found that Oct4 and Sox2 gradually come into play in the early ICM, coinciding with the initiation of Sox2 expression. Oct4 and Sox2 activate the pluripotency-related genes through the putative OCT-SOX enhancers in the early ICM. Furthermore, we observed a substantial reorganization of chromatin landscape and transcriptome from the morula to the early ICM stages, which was partially driven by Oct4 and Sox2, highlighting their pivotal role in promoting the developmental trajectory toward the ICM. Our study provides new insights into the establishment of the pluripotency network in mouse preimplantation embryos.