Transcriptional rewiring over evolutionary timescales changes quantitative and qualitative properties of gene expression

  1. Chiraj K Dalal  Is a corresponding author
  2. Ignacio A Zuleta
  3. Kaitlin F Mitchell
  4. David R Andes
  5. Hana El-Samad
  6. Alexander D Johnson  Is a corresponding author
  1. University of California, San Francisco, United States
  2. University of Wisconsin, United States

Abstract

Evolutionary changes in transcription networks are an important source of diversity across species, yet the quantitative consequences of network evolution have rarely been studied. Here we consider the transcriptional 'rewiring' of the three GAL genes that encode the enzymes needed for cells to convert galactose to glucose. In Saccharomyces cerevisiae, the transcriptional regulator Gal4 binds and activates these genes. In the human pathogen Candida albicans (which last shared a common ancestor with S. cerevisiae some 300 million years ago), we show that different regulators, Rtg1 and Rtg3, activate the three GAL genes. Using single-cell dynamics and RNA-sequencing, we demonstrate that although the overall logic of regulation is the same in both species-the GAL genes are induced by galactose-there are major differences in both the quantitative response of these genes to galactose and in the position of these genes in the overall transcription network structure of the two species.

Data availability

The following data sets were generated

Article and author information

Author details

  1. Chiraj K Dalal

    Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, United States
    For correspondence
    chirajdalal.ucsf@gmail.com
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-3624-8409
  2. Ignacio A Zuleta

    Department of Biochemistry and Biophysics, California Institute for Quantitative Biosciences, University of California, San Francisco, San Francisco, United States
    Competing interests
    The authors declare that no competing interests exist.
  3. Kaitlin F Mitchell

    Departments of Medicine and Medical Microbiology and Immunology, University of Wisconsin, Madison, United States
    Competing interests
    The authors declare that no competing interests exist.
  4. David R Andes

    Departments of Medicine and Medical Microbiology and Immunology, University of Wisconsin, Madison, United States
    Competing interests
    The authors declare that no competing interests exist.
  5. Hana El-Samad

    Department of Biochemistry and Biophysics, California Institute for Quantitative Biosciences, University of California, San Francisco, San Francisco, United States
    Competing interests
    The authors declare that no competing interests exist.
  6. Alexander D Johnson

    Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, United States
    For correspondence
    ajohnson@cgl.ucsf.edu
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-3624-8409

Funding

Paul G. Allen Family Foundation

  • Ignacio A Zuleta
  • Hana El-Samad

National Institute of General Medical Sciences (P50 GM081879)

  • Ignacio A Zuleta
  • Hana El-Samad

National Institutes of Health (R01AI073289)

  • Kaitlin F Mitchell
  • David R Andes

National Institutes of Health (R01AI049187)

  • Chiraj K Dalal
  • Alexander D Johnson

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

Reviewing Editor

  1. Naama Barkai, Weizmann Institute of Science, Israel

Ethics

Animal experimentation: All procedures in this study were approved by the Institutional Animal Care and Use Committee (IACUC) at the University of Wisconsin (protocol number MV1947) according to the guidelines of the Animal Welfare Act, and The Institute of Laboratory Animal Resources Guide for the Care and Use of Laboratory Animals and Public Health Service Policy.

Version history

  1. Received: June 21, 2016
  2. Accepted: September 5, 2016
  3. Accepted Manuscript published: September 10, 2016 (version 1)
  4. Accepted Manuscript updated: September 15, 2016 (version 2)
  5. Version of Record published: October 17, 2016 (version 3)
  6. Version of Record updated: November 10, 2016 (version 4)

Copyright

© 2016, Dalal 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

  • 4,102
    views
  • 894
    downloads
  • 42
    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. Chiraj K Dalal
  2. Ignacio A Zuleta
  3. Kaitlin F Mitchell
  4. David R Andes
  5. Hana El-Samad
  6. Alexander D Johnson
(2016)
Transcriptional rewiring over evolutionary timescales changes quantitative and qualitative properties of gene expression
eLife 5:e18981.
https://doi.org/10.7554/eLife.18981

Share this article

https://doi.org/10.7554/eLife.18981

Further reading

    1. Evolutionary Biology
    2. Immunology and Inflammation
    Mark S Lee, Peter J Tuohy ... Michael S Kuhns
    Research Advance

    CD4+ T cell activation is driven by five-module receptor complexes. The T cell receptor (TCR) is the receptor module that binds composite surfaces of peptide antigens embedded within MHCII molecules (pMHCII). It associates with three signaling modules (CD3γε, CD3δε, and CD3ζζ) to form TCR-CD3 complexes. CD4 is the coreceptor module. It reciprocally associates with TCR-CD3-pMHCII assemblies on the outside of a CD4+ T cells and with the Src kinase, LCK, on the inside. Previously, we reported that the CD4 transmembrane GGXXG and cytoplasmic juxtamembrane (C/F)CV+C motifs found in eutherian (placental mammal) CD4 have constituent residues that evolved under purifying selection (Lee et al., 2022). Expressing mutants of these motifs together in T cell hybridomas increased CD4-LCK association but reduced CD3ζ, ZAP70, and PLCγ1 phosphorylation levels, as well as IL-2 production, in response to agonist pMHCII. Because these mutants preferentially localized CD4-LCK pairs to non-raft membrane fractions, one explanation for our results was that they impaired proximal signaling by sequestering LCK away from TCR-CD3. An alternative hypothesis is that the mutations directly impacted signaling because the motifs normally play an LCK-independent role in signaling. The goal of this study was to discriminate between these possibilities. Using T cell hybridomas, our results indicate that: intracellular CD4-LCK interactions are not necessary for pMHCII-specific signal initiation; the GGXXG and (C/F)CV+C motifs are key determinants of CD4-mediated pMHCII-specific signal amplification; the GGXXG and (C/F)CV+C motifs exert their functions independently of direct CD4-LCK association. These data provide a mechanistic explanation for why residues within these motifs are under purifying selection in jawed vertebrates. The results are also important to consider for biomimetic engineering of synthetic receptors.

    1. Evolutionary Biology
    Robert Horvath, Nikolaos Minadakis ... Anne C Roulin
    Research Article

    Understanding how plants adapt to changing environments and the potential contribution of transposable elements (TEs) to this process is a key question in evolutionary genomics. While TEs have recently been put forward as active players in the context of adaptation, few studies have thoroughly investigated their precise role in plant evolution. Here, we used the wild Mediterranean grass Brachypodium distachyon as a model species to identify and quantify the forces acting on TEs during the adaptation of this species to various conditions, across its entire geographic range. Using sequencing data from more than 320 natural B. distachyon accessions and a suite of population genomics approaches, we reveal that putatively adaptive TE polymorphisms are rare in wild B. distachyon populations. After accounting for changes in past TE activity, we show that only a small proportion of TE polymorphisms evolved neutrally (<10%), while the vast majority of them are under moderate purifying selection regardless of their distance to genes. TE polymorphisms should not be ignored when conducting evolutionary studies, as they can be linked to adaptation. However, our study clearly shows that while they have a large potential to cause phenotypic variation in B. distachyon, they are not favored during evolution and adaptation over other types of mutations (such as point mutations) in this species.