Abstract

Invasive bacterial disease is a major cause of morbidity and mortality in African children. Despite being caused by diverse pathogens, children with sepsis are clinically indistinguishable from one another. In spite of this, most genetic susceptibility loci for invasive infection that have been discovered to date are pathogen specific and are not therefore suggestive of a shared genetic architecture of bacterial sepsis. Here we utilise probabilistic diagnostic models to identify children with a high probability of invasive bacterial disease among critically unwell Kenyan children with P. falciparum parasitaemia. We construct a joint dataset including 1,445 bacteraemia cases and 1,143 severe malaria cases, and population controls, among critically unwell Kenyan children that have previously been genotyped for human genetic variation. Using these data we perform a cross-trait genome-wide association study of invasive bacterial infection, weighting cases according to their probability of bacterial disease. In doing so we identify and validate a novel risk locus for invasive infection secondary to multiple bacterial pathogens, that has no apparent effect on malaria risk. The locus identified modifies splicing of BIRC6 in stimulated monocytes, implicating regulation of apoptosis and autophagy in the pathogenesis of sepsis in Kenyan children.

Data availability

Patient level genotype and phenotype data are available via the European Genome-Phenome Archive, with accession codes EGAD00010000950 (WTCCC2: bacteraemia cases and controls) and EGAD00010000904 (MalariaGEN Consortium: severe malaria cases and controls).Full GWAS summary statistics have been deposited with the GWAS Catalog with accession code GCST90094632.Code and source data underlying each figure (and supplementary figure) are available at: https://github.com/jjgilchrist/Kenya_bacteraemia_malaria

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

Article and author information

Author details

  1. James Gilchrist

    Department of Paediatrics, University of Oxford, Oxford, United Kingdom
    For correspondence
    james.gilchrist@paediatrics.ox.ac.uk
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-2045-6788
  2. Silvia N Kariuki

    Wellcome Trust Research Programme, Kenya Medical Research Institute, Kilifi, Kenya
    Competing interests
    The authors declare that no competing interests exist.
  3. James A Watson

    Malaria, Mahidol Oxford Tropical Medicine Research Unit, Bangkok, Thailand
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0001-5524-0325
  4. Gavin Band

    Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
    Competing interests
    The authors declare that no competing interests exist.
  5. Sophie Uyoga

    Wellcome Trust Research Programme, Kenya Medical Research Institute, Kilifi, Kenya
    Competing interests
    The authors declare that no competing interests exist.
  6. Carolyne M Ndila

    Wellcome Trust Research Programme, Kenya Medical Research Institute, Kilifi, Kenya
    Competing interests
    The authors declare that no competing interests exist.
  7. Neema Mturi

    Wellcome Trust Research Programme, Kenya Medical Research Institute, Kilifi, Kenya
    Competing interests
    The authors declare that no competing interests exist.
  8. Salim Mwarumba

    .Wellcome Trust Research Programme, Kenya Medical Research Institute, Kilifi, Kenya
    Competing interests
    The authors declare that no competing interests exist.
  9. Shebe Mohammed

    Wellcome Trust Research Programme, Kenya Medical Research Institute, Kilifi, Kenya
    Competing interests
    The authors declare that no competing interests exist.
  10. Moses Mosobo

    Wellcome Trust Research Programme, Kenya Medical Research Institute, Kilifi, Kenya
    Competing interests
    The authors declare that no competing interests exist.
  11. Kaur Alasoo

    Institute of Computer Science, University of Tartu, Tartu, Estonia
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-1761-8881
  12. Kirk A Rockett

    Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
    Competing interests
    The authors declare that no competing interests exist.
  13. Alexander J Mentzer

    Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
    Competing interests
    The authors declare that no competing interests exist.
  14. Dominic P Kwiatkowski

    Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
    Competing interests
    The authors declare that no competing interests exist.
  15. Adrian VS Hill

    Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
    Competing interests
    The authors declare that no competing interests exist.
  16. Kathryn Maitland

    Wellcome Trust Research Programme, Kenya Medical Research Institute, Kilifi, Kenya
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-0007-0645
  17. J Anthony G Scott

    Wellcome Trust Research Programme, Kenya Medical Research Institute, Kilifi, Kenya
    Competing interests
    The authors declare that no competing interests exist.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0001-7533-5006
  18. Thomas N Williams

    Wellcome Trust Research Programme, Kenya Medical Research Institute, Kilifi, Kenya
    For correspondence
    TWilliams@kemri-wellcome.org
    Competing interests
    The authors declare that no competing interests exist.

Funding

Wellcome Trust (202800)

  • Thomas N Williams

Wellcome Trust (098532)

  • J Anthony G Scott

National Institute for Health and Care Research

  • James Gilchrist

National Institute for Health and Care Research

  • Alexander J Mentzer

Wellcome Trust (223253/Z/21/Z)

  • James A Watson

Wellcome Trust (209265/Z/17/Z)

  • Kathryn Maitland
  • Thomas N Williams

Wellcome Trust (HCUZZ0)

  • Adrian VS Hill

European Research Council (294557)

  • Adrian VS Hill

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

Ethics

Human subjects: Following explanation of the study, written informed consent was obtained from the parent or guardian of each child included in the study. Ethical approval was obtained from the Kenya Medical Research Institute (KEMRI) National Scientific Steering and Research Committees (approval numbers; SCC1192 and SCC967) and the Oxford Tropical Research Ethics Committee (OxTREC, approval numbers; 020-06 and 014-01).

Copyright

© 2022, Gilchrist 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

  • 604
    views
  • 157
    downloads
  • 6
    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. James Gilchrist
  2. Silvia N Kariuki
  3. James A Watson
  4. Gavin Band
  5. Sophie Uyoga
  6. Carolyne M Ndila
  7. Neema Mturi
  8. Salim Mwarumba
  9. Shebe Mohammed
  10. Moses Mosobo
  11. Kaur Alasoo
  12. Kirk A Rockett
  13. Alexander J Mentzer
  14. Dominic P Kwiatkowski
  15. Adrian VS Hill
  16. Kathryn Maitland
  17. J Anthony G Scott
  18. Thomas N Williams
(2022)
BIRC6 modifies risk of invasive bacterial infection in Kenyan children
eLife 11:e77461.
https://doi.org/10.7554/eLife.77461

Share this article

https://doi.org/10.7554/eLife.77461

Further reading

    1. Genetics and Genomics
    2. Immunology and Inflammation
    Stephanie Guillet, Tomi Lazarov ... Frédéric Geissmann
    Research Article

    Systemic lupus erythematosus (SLE) is an autoimmune disease, the pathophysiology and genetic basis of which are incompletely understood. Using a forward genetic screen in multiplex families with SLE, we identified an association between SLE and compound heterozygous deleterious variants in the non-receptor tyrosine kinases (NRTKs) ACK1 and BRK. Experimental blockade of ACK1 or BRK increased circulating autoantibodies in vivo in mice and exacerbated glomerular IgG deposits in an SLE mouse model. Mechanistically, NRTKs regulate activation, migration, and proliferation of immune cells. We found that the patients’ ACK1 and BRK variants impair efferocytosis, the MERTK-mediated anti-inflammatory response to apoptotic cells, in human induced pluripotent stem cell (hiPSC)-derived macrophages, which may contribute to SLE pathogenesis. Overall, our data suggest that ACK1 and BRK deficiencies are associated with human SLE and impair efferocytosis in macrophages.

    1. Genetics and Genomics
    2. Microbiology and Infectious Disease
    Dániel Molnár, Éva Viola Surányi ... Judit Toth
    Research Article

    The sustained success of Mycobacterium tuberculosis as a pathogen arises from its ability to persist within macrophages for extended periods and its limited responsiveness to antibiotics. Furthermore, the high incidence of resistance to the few available antituberculosis drugs is a significant concern, especially since the driving forces of the emergence of drug resistance are not clear. Drug-resistant strains of Mycobacterium tuberculosis can emerge through de novo mutations, however, mycobacterial mutation rates are low. To unravel the effects of antibiotic pressure on genome stability, we determined the genetic variability, phenotypic tolerance, DNA repair system activation, and dNTP pool upon treatment with current antibiotics using Mycobacterium smegmatis. Whole-genome sequencing revealed no significant increase in mutation rates after prolonged exposure to first-line antibiotics. However, the phenotypic fluctuation assay indicated rapid adaptation to antibiotics mediated by non-genetic factors. The upregulation of DNA repair genes, measured using qPCR, suggests that genomic integrity may be maintained through the activation of specific DNA repair pathways. Our results, indicating that antibiotic exposure does not result in de novo adaptive mutagenesis under laboratory conditions, do not lend support to the model suggesting antibiotic resistance development through drug pressure-induced microevolution.