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Population-specific heterogeneity in ontogeny of the broadly-conserved blood transcriptional program during the first week of life
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  • Published: 01 June 2026

Population-specific heterogeneity in ontogeny of the broadly-conserved blood transcriptional program during the first week of life

  • Bhavjinder K. Dhillon  ORCID: orcid.org/0000-0002-9696-15561 na1,
  • Travis M. Blimkie  ORCID: orcid.org/0000-0001-8778-86271,2 na1,
  • Olubukola T. Idoko  ORCID: orcid.org/0000-0002-8802-29463,
  • Rebecca Ford  ORCID: orcid.org/0000-0003-0006-33384,
  • Asimenia Angelidou  ORCID: orcid.org/0000-0002-6716-65613,5,6,
  • Rym Ben-Othman7,8,
  • Sebastiano Montante  ORCID: orcid.org/0000-0002-6717-87069,
  • Nelly Amenyogbe  ORCID: orcid.org/0000-0002-7817-15347,10,
  • Tida Dibassey11,
  • Joann Diray-Arce  ORCID: orcid.org/0000-0003-2183-42693,6,
  • Reza Falsafi1,
  • Abdulazeez Imam11,
  • Kerry McEnaney  ORCID: orcid.org/0000-0002-0378-34563,
  • Oludare A. Odumade3,6,12,
  • Al Ozonoff  ORCID: orcid.org/0000-0003-4233-58993,6,13,
  • William S. Pomat4,
  • Peter C. Richmond  ORCID: orcid.org/0000-0001-7562-722814,15,
  • Kinga K. Smolen  ORCID: orcid.org/0000-0001-8650-36933,6,13,
  • Oghenebrume Wariri11,
  • Ofer Levy  ORCID: orcid.org/0000-0002-5859-19453,6,13,
  • Anita H. J. van den Biggelaar  ORCID: orcid.org/0000-0002-3323-726115,
  • Beate Kampmann  ORCID: orcid.org/0000-0002-6546-470911,16,17,
  • Tobias R. Kollmann  ORCID: orcid.org/0000-0003-2403-97627,10,
  • Amy H. Y. Lee2 &
  • …
  • Robert E. W. Hancock  ORCID: orcid.org/0000-0001-5989-85031 

Nature Communications (2026) Cite this article

We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Gene expression
  • Gene regulatory networks
  • Immunology

Abstract

Previous research has shown that immune development during the first week of life, i.e. ontogeny, is progressive, consistent and robust, involving large numbers of differentially expressed genes at each sampled time point. To obtain more granular detail about conserved and population-specific ontogeny, the influence of day of life on blood gene expression and cell type composition was examined in two distinct neonatal populations, from The Gambia and Papua New Guinea, employing block randomization strategies to minimize batch effects. This enabled more detailed conclusions about ontogenic program differences between the two cohorts. Population-specific ontogeny revealed mechanistic insights likely to contribute to inherent population-based heterogeneity in the efficiency of neonatal immune responses, including cell cycle, kinesins, and DAP12 signaling in Papua New Guinea, and antigen presentation, clathrin-mediated endocytosis and alpha-defensins in The Gambia. Differences between populations interconnect using protein:protein interaction networks of population-specific genes and pathinkR-based pathway networks and heat maps, thus fitting the concept of pathway/network remodeling. In addition to the population-specific changes, there is a profound core ontogenic gene-expression program involving ~18% of all expressed genes with remarkable 88-96% conservation at each day of life, revealing new contributors to this shared early-life ontogenic program.

Acknowledgments

Research reported in this publication was supported by the National Institute of Allergy and Infectious Diseases of the National Institutes of Health under Human Immunology Project Consortium (HIPC) Award Number U19AI118608. REWH was further supported by the Canadian Institutes for Health Research FDN-154287 and is the recipient of a UBC Killam professorship. AA, JDA, KKS and OL were also supported in part by an NIH/NIAID Immune Development in Early Life grant (IDEAL; U19AI168643). AA was supported in part by a Mentored Clinical Scientist Development Award (K08AI168487). The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.

Funding

Funding from the Canadian Institutes for Health Research (CIHR) FDN-154287 to RH is gratefully acknowledged. RH holds a UBC Killam Professorship. TB and AHL are supported by the Canadian Institutes for Health Research [PJT-183926]. AHL was also supported by the Michael Smith Health Research BC Scholar Award.

Author information

Author notes
  1. These authors contributed equally: Bhavjinder K. Dhillon, Travis M. Blimkie.

Authors and Affiliations

  1. Department of Microbiology & Immunology, University of British Columbia, 1365-2350 Health Sciences Mall, Vancouver, BC, Canada

    Bhavjinder K. Dhillon, Travis M. Blimkie, Reza Falsafi & Robert E. W. Hancock

  2. Molecular Biology & Biochemistry, Simon Fraser University, 8888 University Drive, Burnaby, BC, Canada

    Travis M. Blimkie & Amy H. Y. Lee

  3. Precision Vaccines Program, Department of Pediatrics, Boston Children’s Hospital, 201 Brookline Avenue, Boston, MA, USA

    Olubukola T. Idoko, Asimenia Angelidou, Joann Diray-Arce, Kerry McEnaney, Oludare A. Odumade, Al Ozonoff, Kinga K. Smolen & Ofer Levy

  4. Papua New Guinea Institute of Medical Research, Homate Street, Goroka, Papua New Guinea

    Rebecca Ford & William S. Pomat

  5. Department of Neonatology, Beth Israel Deaconess Medical Centre, 330 Brookline Avenue, Boston, MA, USA

    Asimenia Angelidou

  6. Harvard Medical School, 25 Shattuck Street, Boston, MA, USA

    Asimenia Angelidou, Joann Diray-Arce, Oludare A. Odumade, Al Ozonoff, Kinga K. Smolen & Ofer Levy

  7. The Kids Research Institute of Australia, 15 Hospital Avenue, Perth, WA, Australia

    Rym Ben-Othman, Nelly Amenyogbe & Tobias R. Kollmann

  8. RAN BioLinks ltd, 10212 Yonge Street, Richmond Hill, ON, Canada

    Rym Ben-Othman

  9. BC Cancer Agency, 686 West Broadway, Suite, Vancouver, Canada

    Sebastiano Montante

  10. Department of Microbiology and Immunology, Dalhousie University, 1344 Summer St, Halifax, NS, Canada

    Nelly Amenyogbe & Tobias R. Kollmann

  11. Vaccines and Immunity Theme, Medical Research Council Unit, The Gambia at the London School of Hygiene and Tropical Medicine, Atlantic Boulevard, P.O. Box, Banjul, Gambia

    Tida Dibassey, Abdulazeez Imam, Oghenebrume Wariri & Beate Kampmann

  12. Division of Medicine Critical Care, Boston Children’s Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA, USA

    Oludare A. Odumade

  13. Broad Institute of MIT and Harvard, 415 Main Street, Cambridge, MA, USA

    Al Ozonoff, Kinga K. Smolen & Ofer Levy

  14. Division of Pediatrics, School of Medicine, Perth Children’s Hospital, University of Western Australia, 35 Stirling Highway, Nedlands, WA, Australia

    Peter C. Richmond

  15. Wesfarmers Centre of Vaccines and Infectious Diseases, The Kids Research Institute of Australia, University of Western Australia, 15 Hospital Avenue, Nedlands, WA, Australia

    Peter C. Richmond & Anita H. J. van den Biggelaar

  16. Vaccine Centre, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, Keppel Street, London, United Kingdom

    Beate Kampmann

  17. Centre for Global Health and Institute for International health, Charite Universitatsmedizin, Berlin, Germany

    Beate Kampmann

Authors
  1. Bhavjinder K. Dhillon
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  2. Travis M. Blimkie
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  3. Olubukola T. Idoko
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  4. Rebecca Ford
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  5. Asimenia Angelidou
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  6. Rym Ben-Othman
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  7. Sebastiano Montante
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  8. Nelly Amenyogbe
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  9. Tida Dibassey
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  10. Joann Diray-Arce
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  11. Reza Falsafi
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  12. Abdulazeez Imam
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  13. Kerry McEnaney
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  14. Oludare A. Odumade
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  15. Al Ozonoff
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  16. William S. Pomat
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  17. Peter C. Richmond
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  18. Kinga K. Smolen
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  19. Oghenebrume Wariri
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  20. Ofer Levy
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  21. Anita H. J. van den Biggelaar
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  22. Beate Kampmann
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  23. Tobias R. Kollmann
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  24. Amy H. Y. Lee
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  25. Robert E. W. Hancock
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Corresponding author

Correspondence to Robert E. W. Hancock.

Ethics declarations

Competing interests

OL is co-founder of ARMR Sciences (formerly Ovax, Inc), a company that develops protective therapeutics against opioid overdose. He is a named inventor on patents held by Boston Children’s Hospital relating to human in vitro model systems and small molecule adjuvants. He is a consultant to and receives sponsored research support from GlaxoSmithKline (GSK). The remaining authors declare no competing interests.

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Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.

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Cite this article

Dhillon, B.K., Blimkie, T.M., Idoko, O.T. et al. Population-specific heterogeneity in ontogeny of the broadly-conserved blood transcriptional program during the first week of life. Nat Commun (2026). https://doi.org/10.1038/s41467-026-73244-4

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  • Received: 05 July 2025

  • Accepted: 29 April 2026

  • Published: 01 June 2026

  • DOI: https://doi.org/10.1038/s41467-026-73244-4

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