Parent-of-origin effects propagate through networks to shape metabolic traits

  1. Juan F Macias-Velasco
  2. Celine L St. Pierre
  3. Jessica P Wayhart
  4. Li Yin
  5. Larry Spears
  6. Mario A Miranda
  7. Caryn Carson
  8. Katsuhiko Funai
  9. James Cheverud
  10. Clay F Semenkovich
  11. Heather A Lawson  Is a corresponding author
  1. Washington University in Saint Louis, United States
  2. University of Utah, United States
  3. Loyola University Chicago, United States

Abstract

Parent-of-origin effects are unexpectedly common in complex traits, including metabolic and neurological traits. Parent-of-origin effects can be modified by the environment, but the architecture of these gene-by-environmental effects on phenotypes remains to be unraveled. Previously, quantitative trait loci (QTL) showing context-specific parent-of-origin effects on metabolic traits were mapped in the F16 generation of an advanced intercross between LG/J and SM/J inbred mice. However, these QTL were not enriched for known imprinted genes, suggesting another mechanism is needed to explain these parent-of-origin effects phenomena. We propose that non-imprinted genes can generate complex parent-of-origin effects on metabolic traits through interactions with imprinted genes. Here, we employ data from mouse populations at different levels of intercrossing (F0, F1, F2, F16) of the LG/J and SM/J inbred mouse lines to test this hypothesis. Using multiple populations and incorporating genetic, genomic, and physiological data, we leverage orthogonal evidence to identify networks of genes through which parent-of-origin effects propagate. We identify a network comprised of 3 imprinted and 6 non-imprinted genes that show parent-of-origin effects. This epistatic network forms a nutritional responsive pathway and the genes comprising it jointly serve cellular functions associated with growth. We focus on 2 genes, Nnat and F2r, whose interaction associates with serum glucose levels across generations in high fat-fed females. Single-cell RNAseq reveals that Nnat expression increases and F2r expression decreases in pre-adipocytes along an adipogenic trajectory, a result that is consistent with our observations in bulk white adipose tissue.

Data availability

Sequencing data are available through the NCBI-SRA under accession code PRJNA753198

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

Article and author information

Author details

  1. Juan F Macias-Velasco

    Department of Genetics, Washington University in Saint Louis, Saint Louis, United States
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-2827-4647
  2. Celine L St. Pierre

    Department of Genetics, Washington University in Saint Louis, Saint Louis, United States
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0001-5465-6601
  3. Jessica P Wayhart

    Department of Genetics, Washington University in Saint Louis, Saint Louis, United States
    Competing interests
    The authors declare that no competing interests exist.
  4. Li Yin

    Department of Medicine, Washington University in Saint Louis, Saint Louis, United States
    Competing interests
    The authors declare that no competing interests exist.
  5. Larry Spears

    Department of Medicine, Washington University in Saint Louis, Saint Louis, United States
    Competing interests
    The authors declare that no competing interests exist.
  6. Mario A Miranda

    Department of Genetics, Washington University in Saint Louis, Saint Louis, United States
    Competing interests
    The authors declare that no competing interests exist.
  7. Caryn Carson

    Department of Genetics, Washington University in Saint Louis, Saint Louis, United States
    Competing interests
    The authors declare that no competing interests exist.
  8. Katsuhiko Funai

    Diabetes and Metabolism Research Center, University of Utah, Salt Lake City, United States
    Competing interests
    The authors declare that no competing interests exist.
  9. James Cheverud

    Department of Biology, Loyola University Chicago, Chicago, United States
    Competing interests
    The authors declare that no competing interests exist.
  10. Clay F Semenkovich

    Department of Medicine, Washington University in Saint Louis, Saint Louis, United States
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-1163-1871
  11. Heather A Lawson

    Department of Genetics, Washington University in Saint Louis, Saint Louis, United States
    For correspondence
    lawson@wustl.edu
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-3550-5485

Funding

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

Ethics

Animal experimentation: Mouse colony was maintained at the Washington University School of Medicine and all experiments were approved by the Institutional Animal Care and Use Committee in accordance with the National Institutes of Health guidelines for the care and use of laboratory animals. Protocol #20-0384

Copyright

© 2022, Macias-Velasco 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

  • 1,420
    views
  • 216
    downloads
  • 10
    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. Juan F Macias-Velasco
  2. Celine L St. Pierre
  3. Jessica P Wayhart
  4. Li Yin
  5. Larry Spears
  6. Mario A Miranda
  7. Caryn Carson
  8. Katsuhiko Funai
  9. James Cheverud
  10. Clay F Semenkovich
  11. Heather A Lawson
(2022)
Parent-of-origin effects propagate through networks to shape metabolic traits
eLife 11:e72989.
https://doi.org/10.7554/eLife.72989

Share this article

https://doi.org/10.7554/eLife.72989

Further reading

    1. Evolutionary Biology
    2. Genetics and Genomics
    Michael James Chambers, Sophia B Scobell, Meru J Sadhu
    Research Article

    Evolutionary arms races can arise at the contact surfaces between host and viral proteins, producing dynamic spaces in which genetic variants are continually pursued.  However, the sampling of genetic variation must be balanced with the need to maintain protein function. A striking case is given by protein kinase R (PKR), a member of the mammalian innate immune system. PKR detects viral replication within the host cell and halts protein synthesis to prevent viral replication by phosphorylating eIF2α, a component of the translation initiation machinery. PKR is targeted by many viral antagonists, including poxvirus pseudosubstrate antagonists that mimic the natural substrate, eIF2α, and inhibit PKR activity. Remarkably, PKR has several rapidly evolving residues at this interface, suggesting it is engaging in an evolutionary arms race, despite the surface’s critical role in phosphorylating eIF2α. To systematically explore the evolutionary opportunities available at this dynamic interface, we generated and characterized a library of 426 SNP-accessible nonsynonymous variants of human PKR for their ability to escape inhibition by the model pseudosubstrate inhibitor K3, encoded by the vaccinia virus gene K3L. We identified key sites in the PKR kinase domain that harbor K3-resistant variants, as well as critical sites where variation leads to loss of function. We find K3-resistant variants are readily available throughout the interface and are enriched at sites under positive selection. Moreover, variants beneficial against K3 were also beneficial against an enhanced variant of K3, indicating resilience to viral adaptation. Overall, we find that the eIF2α-binding surface of PKR is highly malleable, potentiating its evolutionary ability to combat viral inhibition.

    1. Evolutionary Biology
    2. Genetics and Genomics
    Giulia Ferraretti, Paolo Abondio ... Marco Sazzini
    Research Article

    It is well established that several Homo sapiens populations experienced admixture with extinct human species during their evolutionary history. Sometimes, such a gene flow could have played a role in modulating their capability to cope with a variety of selective pressures, thus resulting in archaic adaptive introgression events. A paradigmatic example of this evolutionary mechanism is offered by the EPAS1 gene, whose most frequent haplotype in Himalayan highlanders was proved to reduce their susceptibility to chronic mountain sickness and to be introduced in the gene pool of their ancestors by admixture with Denisovans. In this study, we aimed at further expanding the investigation of the impact of archaic introgression on more complex adaptive responses to hypobaric hypoxia evolved by populations of Tibetan/Sherpa ancestry, which have been plausibly mediated by soft selective sweeps and/or polygenic adaptations rather than by hard selective sweeps. For this purpose, we used a combination of composite-likelihood and gene network-based methods to detect adaptive loci in introgressed chromosomal segments from Tibetan WGS data and to shortlist those presenting Denisovan-like derived alleles that participate to the same functional pathways and are absent in populations of African ancestry, which are supposed to do not have experienced Denisovan admixture. According to this approach, we identified multiple genes putatively involved in archaic introgression events and that, especially as regards TBC1D1, RASGRF2, PRKAG2, and KRAS, have plausibly contributed to shape the adaptive modulation of angiogenesis and of certain cardiovascular traits in high-altitude Himalayan peoples. These findings provided unprecedented evidence about the complexity of the adaptive phenotype evolved by these human groups to cope with challenges imposed by hypobaric hypoxia, offering new insights into the tangled interplay of genetic determinants that mediates the physiological adjustments crucial for human adaptation to the high-altitude environment.