IDEAS home Printed from https://ideas.repec.org/a/plo/pbio00/3001863.html
   My bibliography  Save this article

APOE alleles are associated with sex-specific structural differences in brain regions affected in Alzheimer’s disease and related dementia

Author

Listed:
  • Chloé Savignac
  • Sylvia Villeneuve
  • AmanPreet Badhwar
  • Karin Saltoun
  • Kimia Shafighi
  • Chris Zajner
  • Vaibhav Sharma
  • Sarah A Gagliano Taliun
  • Sali Farhan
  • Judes Poirier
  • Danilo Bzdok

Abstract

Alzheimer’s disease is marked by intracellular tau aggregates in the medial temporal lobe (MTL) and extracellular amyloid aggregates in the default network (DN). Here, we examined codependent structural variations between the MTL’s most vulnerable structure, the hippocampus (HC), and the DN at subregion resolution in individuals with Alzheimer’s disease and related dementia (ADRD). By leveraging the power of the approximately 40,000 participants of the UK Biobank cohort, we assessed impacts from the protective APOE ɛ2 and the deleterious APOE ɛ4 Alzheimer’s disease alleles on these structural relationships. We demonstrate ɛ2 and ɛ4 genotype effects on the inter-individual expression of HC-DN co-variation structural patterns at the population level. Across these HC-DN signatures, recurrent deviations in the CA1, CA2/3, molecular layer, fornix’s fimbria, and their cortical partners related to ADRD risk. Analyses of the rich phenotypic profiles in the UK Biobank cohort further revealed male-specific HC-DN associations with air pollution and female-specific associations with cardiovascular traits. We also showed that APOE ɛ2/2 interacts preferentially with HC-DN co-variation patterns in estimating social lifestyle in males and physical activity in females. Our structural, genetic, and phenotypic analyses in this large epidemiological cohort reinvigorate the often-neglected interplay between APOE ɛ2 dosage and sex and link APOE alleles to inter-individual brain structural differences indicative of ADRD familial risk.This study of the effects of APOE alleles ɛ2 and ɛ4 using structural brain scans from UK Biobank participants shows that the protective effect of the APOE ɛ2 allele on Alzheimer’s disease risk is sex-specific and linked to distinct hippocampus-default network co-variation regimes.

Suggested Citation

  • Chloé Savignac & Sylvia Villeneuve & AmanPreet Badhwar & Karin Saltoun & Kimia Shafighi & Chris Zajner & Vaibhav Sharma & Sarah A Gagliano Taliun & Sali Farhan & Judes Poirier & Danilo Bzdok, 2022. "APOE alleles are associated with sex-specific structural differences in brain regions affected in Alzheimer’s disease and related dementia," PLOS Biology, Public Library of Science, vol. 20(12), pages 1-46, December.
  • Handle: RePEc:plo:pbio00:3001863
    DOI: 10.1371/journal.pbio.3001863
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.3001863
    Download Restriction: no

    File URL: https://journals.plos.org/plosbiology/article/file?id=10.1371/journal.pbio.3001863&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pbio.3001863?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Kuang-Hsi Chang & Mei-Yin Chang & Chih-Hsin Muo & Trong-Neng Wu & Chiu-Ying Chen & Chia-Hung Kao, 2014. "Increased Risk of Dementia in Patients Exposed to Nitrogen Dioxide and Carbon Monoxide: A Population-Based Retrospective Cohort Study," PLOS ONE, Public Library of Science, vol. 9(8), pages 1-8, August.
    2. Morrish, N. & Medina-Lara, A., 2021. "Does unemployment lead to greater levels of loneliness? A systematic review," Social Science & Medicine, Elsevier, vol. 287(C).
    3. Qian Zhang & Julia Sidorenko & Baptiste Couvy-Duchesne & Riccardo E. Marioni & Margaret J. Wright & Alison M. Goate & Edoardo Marcora & Kuan-lin Huang & Tenielle Porter & Simon M. Laws & Perminder S. , 2020. "Risk prediction of late-onset Alzheimer’s disease implies an oligogenic architecture," Nature Communications, Nature, vol. 11(1), pages 1-11, December.
    4. Na Zhao & Chia-Chen Liu & Alexandra J. Ingelgom & Cynthia Linares & Aishe Kurti & Joshua A. Knight & Michael G. Heckman & Nancy N. Diehl & Mitsuru Shinohara & Yuka A. Martens & Olivia N. Attrebi & Leo, 2018. "APOE ε2 is associated with increased tau pathology in primary tauopathy," Nature Communications, Nature, vol. 9(1), pages 1-11, December.
    5. R. Nathan Spreng & Emile Dimas & Laetitia Mwilambwe-Tshilobo & Alain Dagher & Philipp Koellinger & Gideon Nave & Anthony Ong & Julius M. Kernbach & Thomas V. Wiecki & Tian Ge & Yue Li & Avram J. Holme, 2020. "The default network of the human brain is associated with perceived social isolation," Nature Communications, Nature, vol. 11(1), pages 1-11, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. KonShik Kim, 2025. "Impacts of Extended Unemployment on Life Satisfaction of Young Adults Through Social Exclusion and Loneliness: Moderating Roles of Parental Socioeconomic Status," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 176(1), pages 309-335, January.
    2. Csilla Lazsádi, 2023. "The Effects of Microsocial Factors Through the Family on the Development of Social Competence in Preschool Children," Research & Education, Weik Press SRL, issue 9, pages 47-70, December.
    3. Masood Badri & Mugheer Alkhaili & Hamad Aldhaheri & Guang Yang & Saad Yaaqeib & Muna Albahar & Asma Alrashdi, 2023. "The Interconnected Effects of Financial Constraints, Social Connections, and Health on the Subjective Well-Being of the Unemployed in Abu Dhabi," Sustainability, MDPI, vol. 15(20), pages 1-16, October.
    4. Aparna Shankar & Tara Kidd, 2022. "Loneliness in Older Indian Dyads," IJERPH, MDPI, vol. 19(9), pages 1-11, April.
    5. Sumeet Lal & Trinh Xuan Thi Nguyen & Abdul-Salam Sulemana & Pattaphol Yuktadatta & Mostafa Saidur Rahim Khan & Yoshihiko Kadoya, 2022. "A Longitudinal Study on Loneliness during the COVID-19 Pandemic in Japan," IJERPH, MDPI, vol. 19(18), pages 1-17, September.
    6. Hans Kippersluis & Pietro Biroli & Rita Dias Pereira & Titus J. Galama & Stephanie Hinke & S. Fleur W. Meddens & Dilnoza Muslimova & Eric A. W. Slob & Ronald Vlaming & Cornelius A. Rietveld, 2023. "Overcoming attenuation bias in regressions using polygenic indices," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    7. Sri Susanty & Min-Huey Chung & Hsiao-Yean Chiu & Mei-Ju Chi & Sophia H. Hu & Chien-Lin Kuo & Yeu-Hui Chuang, 2022. "Prevalence of Loneliness and Associated Factors among Community-Dwelling Older Adults in Indonesia: A Cross-Sectional Study," IJERPH, MDPI, vol. 19(8), pages 1-11, April.
    8. Jillian Barthelemy & Kristen Sanchez & Mark R. Miller & Haneen Khreis, 2020. "New Opportunities to Mitigate the Burden of Disease Caused by Traffic Related Air Pollution: Antioxidant-Rich Diets and Supplements," IJERPH, MDPI, vol. 17(2), pages 1-27, January.
    9. Danilo Bzdok & Robin I. M. Dunbar, 2022. "Social isolation and the brain in the pandemic era," Nature Human Behaviour, Nature, vol. 6(10), pages 1333-1343, October.
    10. Abbas Saad Alatrany & Wasiq Khan & Abir Hussain & Dhiya Al-Jumeily & for the Alzheimer’s Disease Neuroimaging Initiative, 2023. "Wide and deep learning based approaches for classification of Alzheimer’s disease using genome-wide association studies," PLOS ONE, Public Library of Science, vol. 18(5), pages 1-21, May.
    11. Bryan, Bridget T. & Thompson, Katherine N. & Goldman-Mellor, Sidra & Moffitt, Terrie E. & Odgers, Candice L. & So, Sincere Long Shin & Uddin Rahman, Momtahena & Wertz, Jasmin & Matthews, Timothy & Ars, 2024. "The socioeconomic consequences of loneliness: Evidence from a nationally representative longitudinal study of young adults," Social Science & Medicine, Elsevier, vol. 345(C).
    12. James M. Roe & Didac Vidal-Piñeiro & Øystein Sørensen & Håkon Grydeland & Esten H. Leonardsen & Olena Iakunchykova & Mengyu Pan & Athanasia Mowinckel & Marie Strømstad & Laura Nawijn & Yuri Milaneschi, 2024. "Brain change trajectories in healthy adults correlate with Alzheimer’s related genetic variation and memory decline across life," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    13. Blanchflower, David G. & Bryson, Alex, 2024. "The adult consequences of being bullied in childhood," Social Science & Medicine, Elsevier, vol. 345(C).
    14. Ziyu Wan & Tao Ma, 2025. "The impact of apolipoprotein E, type ∊4 allele on Alzheimer’s disease pathological biomarkers: a comprehensive post-mortem pilot-analysis," PLOS ONE, Public Library of Science, vol. 20(2), pages 1-20, February.
    15. Casabianca, Elizabeth & Kovacic, Matija, 2024. "Historical roots of loneliness and its impact on second-generation immigrants’ health," Journal of Economic Behavior & Organization, Elsevier, vol. 224(C), pages 407-437.
    16. repec:plo:pone00:0182834 is not listed on IDEAS
    17. Casabianca, Elizabeth & Kovacic, Matija, 2024. "Social interactions, loneliness and health: A new angle on an old debate," GLO Discussion Paper Series 1378, Global Labor Organization (GLO).
    18. Barjaková, Martina & Garnero, Andrea & d’Hombres, Béatrice, 2023. "Risk factors for loneliness: A literature review," Social Science & Medicine, Elsevier, vol. 334(C).
    19. Marcello Nonnis & Mirian Agus & Gianmarco Frau & Antonio Urban & Claudio Giovanni Cortese, 2023. "Job Seekers’ Burnout and Engagement: A Qualitative Study of Long-Term Unemployment in Italy," IJERPH, MDPI, vol. 20(11), pages 1-14, May.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pbio00:3001863. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosbiology (email available below). General contact details of provider: https://journals.plos.org/plosbiology/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.