Abstract

Genetic and environmental exposures cause variability in gene expression. Although most genes are affected in a population, their effect sizes vary greatly, indicating the existence of regulatory mechanisms that could amplify or attenuate expression variability. Here, we investigate the relationship between the sequence and transcription start site architectures of promoters and their expression variability across human individuals. We find that expression variability can be largely explained by a promoter's DNA sequence and its binding sites for specific transcription factors. We show that promoter expression variability reflects the biological process of a gene, demonstrating a selective trade-off between stability for metabolic genes and plasticity for responsive genes and those involved in signaling. Promoters with a rigid transcription start site architecture are more prone to have variable expression and to be associated with genetic variants with large effect sizes, while a flexible usage of transcription start sites within a promoter attenuates expression variability and limits genotypic effects. Our work provides insights into the variable nature of responsive genes and reveals a novel mechanism for supplying transcriptional and mutational robustness to essential genes through multiple transcription start site regions within a promoter.

Data availability

Sequencing data have been deposited into the GEO database: https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE188131

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

Article and author information

Author details

  1. Hjorleifur Einarsson

    Department of Biology, University of Copenhagen, Copenhagen N, Denmark
    Competing interests
    The authors declare that no competing interests exist.
  2. Marco Salvatore

    Department of Biology, University of Copenhagen, Copenhagen N, Denmark
    Competing interests
    The authors declare that no competing interests exist.
  3. Christian Vaagenso

    Department of Biology, University of Copenhagen, Copenhagen N, Denmark
    Competing interests
    The authors declare that no competing interests exist.
  4. Nicolas Alcaraz

    Department of Biology, University of Copenhagen, Copenhagen N, Denmark
    Competing interests
    The authors declare that no competing interests exist.
  5. Jette Bornholdt Lange

    Department of Biology, University of Copenhagen, Copenhagen N, Denmark
    Competing interests
    The authors declare that no competing interests exist.
  6. Sarah Rennie

    Department of Biology, University of Copenhagen, Copenhagen N, Denmark
    Competing interests
    The authors declare that no competing interests exist.
  7. Robin Andersson

    Department of Biology, University of Copenhagen, Copenhagen N, Denmark
    For correspondence
    robin@binf.ku.dk
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-1516-879X

Funding

Danmarks Frie Forskningsfond (6108-00038)

  • Robin Andersson

European Research Council (638173)

  • Robin Andersson

Novo Nordisk Fonden (NNF18OC0052570)

  • Robin Andersson

Novo Nordisk Fonden (NNF20OC0059796)

  • Robin Andersson

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

Copyright

© 2022, Einarsson 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

  • 3,772
    views
  • 384
    downloads
  • 19
    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. Hjorleifur Einarsson
  2. Marco Salvatore
  3. Christian Vaagenso
  4. Nicolas Alcaraz
  5. Jette Bornholdt Lange
  6. Sarah Rennie
  7. Robin Andersson
(2022)
Promoter sequence and architecture determine expression variability and confer robustness to genetic variants
eLife 11:e80943.
https://doi.org/10.7554/eLife.80943

Share this article

https://doi.org/10.7554/eLife.80943

Further reading

    1. Chromosomes and Gene Expression
    2. Neuroscience
    Robyn D Moir, Emilio Merheb ... Ian M Willis
    Research Article

    Pathogenic variants in subunits of RNA polymerase (Pol) III cause a spectrum of Polr3-related neurodegenerative diseases including 4H leukodystrophy. Disease onset occurs from infancy to early adulthood and is associated with a variable range and severity of neurological and non-neurological features. The molecular basis of Polr3-related disease pathogenesis is unknown. We developed a postnatal whole-body mouse model expressing pathogenic Polr3a mutations to examine the molecular mechanisms by which reduced Pol III transcription results primarily in central nervous system phenotypes. Polr3a mutant mice exhibit behavioral deficits, cerebral pathology and exocrine pancreatic atrophy. Transcriptome and immunohistochemistry analyses of cerebra during disease progression show a reduction in most Pol III transcripts, induction of innate immune and integrated stress responses and cell-type-specific gene expression changes reflecting neuron and oligodendrocyte loss and microglial activation. Earlier in the disease when integrated stress and innate immune responses are minimally induced, mature tRNA sequencing revealed a global reduction in tRNA levels and an altered tRNA profile but no changes in other Pol III transcripts. Thus, changes in the size and/or composition of the tRNA pool have a causal role in disease initiation. Our findings reveal different tissue- and brain region-specific sensitivities to a defect in Pol III transcription.

    1. Biochemistry and Chemical Biology
    2. Chromosomes and Gene Expression
    Ting-Wen Chen, Hsiao-Wei Liao ... Chung-Te Chang
    Research Article

    The mRNA 5'-cap structure removal by the decapping enzyme DCP2 is a critical step in gene regulation. While DCP2 is the catalytic subunit in the decapping complex, its activity is strongly enhanced by multiple factors, particularly DCP1, which is the major activator in yeast. However, the precise role of DCP1 in metazoans has yet to be fully elucidated. Moreover, in humans, the specific biological functions of the two DCP1 paralogs, DCP1a and DCP1b, remain largely unknown. To investigate the role of human DCP1, we generated cell lines that were deficient in DCP1a, DCP1b, or both to evaluate the importance of DCP1 in the decapping machinery. Our results highlight the importance of human DCP1 in decapping process and show that the EVH1 domain of DCP1 enhances the mRNA-binding affinity of DCP2. Transcriptome and metabolome analyses outline the distinct functions of DCP1a and DCP1b in human cells, regulating specific endogenous mRNA targets and biological processes. Overall, our findings provide insights into the molecular mechanism of human DCP1 in mRNA decapping and shed light on the distinct functions of its paralogs.