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A Pathway-Based Genetic Score for Oxidative Stress: An Indicator of Host Vulnerability to Phthalate-Associated Adverse Neurodevelopment

  • Samuel Tanner
  • , Sarah Thomson
  • , Katherine Drummond
  • , Martin O’hely
  • , Christos Symeonides
  • , Toby Mansell
  • , Richard Saffery
  • , Peter D. Sly
  • , Fiona Collier
  • , David Burgner
  • , Eva J. Sugeng
  • , Terence Dwyer
  • , Peter Vuillermin
  • , Anne Louise Ponsonby*
  • *Corresponding author for this work

Research output: Contribution to JournalArticleAcademicpeer-review

Abstract

The developing brain is highly sensitive to environmental disturbances, and adverse exposures can act through oxidative stress. Given that oxidative stress susceptibility is determined partly by genetics, multiple studies have employed genetic scores to explore the role of oxidative stress in human disease. However, traditional approaches to genetic score construction face a range of challenges, including a lack of interpretability, bias towards the disease outcome, and often overfitting to the study they were derived on. Here, we develop an alternative strategy by first generating a genetic pathway function score for oxidative stress (gPFSox ) based on the transcriptional activity levels of the oxidative stress response pathway in brain and other tissue types. Then, in the Barwon Infant Study (BIS), a population-based birth cohort (n = 1074), we show that a high gPFSox, indicating reduced ability to counter oxidative stress, is linked to higher autism spectrum disorder risk and higher parent-reported autistic traits at age 4 years, with AOR values (per 2 additional pro-oxidant alleles) of 2.10 (95% CI (1.12, 4.11); p = 0.024) and 1.42 (95% CI (1.02, 2.01); p = 0.041), respectively. Past work in BIS has reported higher prenatal phthalate exposure at 36 weeks of gestation associated with offspring autism spectrum disorder. In this study, we examine combined effects and show a consistent pattern of increased neurodevelopmental problems for individuals with both a high gPFSox and high prenatal phthalate exposure across a range of outcomes, including high gPFSox and high DEHP levels against autism spectrum disorder (attributable proportion due to interaction 0.89; 95% CI (0.62, 1.16); p < 0.0001). The results highlight the utility of this novel functional genetic score and add to the growing evidence implicating gestational phthalate exposure in adverse neurodevelopment.

Original languageEnglish
Article number659
Pages (from-to)1-16
Number of pages16
JournalAntioxidants
Volume11
Issue number4
Early online date29 Mar 2022
DOIs
Publication statusPublished - Apr 2022

Bibliographical note

Publisher Copyright:
© 2022 by the authors. Licensee MDPI, Basel, Switzerland.

Funding

Funding was secured from National Health and Medical Research Council of Australia (NHMRC), The Minderoo Foundation, The Shepherd Foundation, The Jack Brockhoff Foundation, the Scobie and Claire McKinnon Trust, the Shane O’Brien Memorial Asthma Foundation, the Our Women’s Our Children’s Fund Raising Committee Barwon Health, the Rotary Club of Geelong, the Ilhan Food Allergy Foundation, GMHBA, Vanguard Investments Australia Ltd., and the Percy Baxter Charitable Trust, Perpetual Trustees. In-kind support was provided by the Cotton on Foundation and CreativeForce. The study sponsors were not involved in the collection, analysis, and interpretation of data; writing of the report; or the decision to submit the report for publication. Research at Murdoch Children’s Research Institute is supported by the Victorian Government’s Operational Infrastructure Support Program.

Funders
Cotton on Foundation
Our Women’s Our Children’s Fund Raising Committee Barwon Health
Rotary Club of Geelong
Scobie and Claire McKinnon Trust
Vanguard Investments Australia Ltd.
Jack Brockhoff Foundation
National Health and Medical Research Council
Ilhan Food Allergy Foundation
State Government of Victoria
Minderoo Foundation
Percy Baxter Charitable Trust
Shepherd Foundation
Shane O'Brien Memorial Asthma Foundation
Geelong Medical and Hospital Benefits Association

    Keywords

    • ADHD
    • ASD
    • attention-deficit hyperactivity disorder
    • autism
    • biological pathway
    • cognition
    • genetic score
    • neurodevelopment
    • oxidative stress
    • phthalates
    • plastics

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