The genetic organization of longitudinal subcortical volumetric change is stable throughout the lifespan

Author:

Fjell Anders Martin12ORCID,Grydeland Hakon1,Wang Yunpeng1,Amlien Inge K1,Bartres-Faz David3ORCID,Brandmaier Andreas M45ORCID,Düzel Sandra4,Elman Jeremy6,Franz Carol E6,Håberg Asta K78,Kietzmann Tim C910,Kievit Rogier Andrew9ORCID,Kremen William S611,Krogsrud Stine K1,Kühn Simone412ORCID,Lindenberger Ulman45ORCID,Macía Didac3,Mowinckel Athanasia Monika1ORCID,Nyberg Lars113ORCID,Panizzon Matthew S614,Solé-Padullés Cristina3,Sørensen Øystein1,Westerhausen Rene1,Walhovd Kristine Beate12

Affiliation:

1. Center for Lifespan Changes in Brain and Cognition, Department of Psychology, University of Oslo, Oslo, Norway

2. Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway

3. Departament de Medicina, Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona, and Institut de Neurociències, Universitat de Barcelona, Barcelona, Spain

4. Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany

5. Max Planck UCL Centre for Computational Psychiatry and Ageing Research, Berlin, Germany

6. Center for Behavioral Genomics Twin Research Laboratory, University of California, San Diego, La Jolla, United States

7. Department of Radiology and Nuclear Medicine, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway

8. Department of Neuromedicine and Movement Science, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology (NTNU), Trondheim, Norway

9. MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, United Kingdom

10. Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, Netherlands

11. Center of Excellence for Stress and Mental Health, VA San Diego Healthcare System, La Jolla, United States

12. Lise Meitner Group for Environmental Neuroscience, Max Planck Institute for Human Development, Berlin, Germany

13. Department of Radiation Sciences, Umeå Center for Functional Brain Imaging, Umeå University, Umeå, Sweden

14. Department of Psychiatry, University of California, San Diego, La Jolla, United States

Abstract

Development and aging of the cerebral cortex show similar topographic organization and are governed by the same genes. It is unclear whether the same is true for subcortical regions, which follow fundamentally different ontogenetic and phylogenetic principles. We tested the hypothesis that genetically governed neurodevelopmental processes can be traced throughout life by assessing to which degree brain regions that develop together continue to change together through life. Analyzing over 6000 longitudinal MRIs of the brain, we used graph theory to identify five clusters of coordinated development, indexed as patterns of correlated volumetric change in brain structures. The clusters tended to follow placement along the cranial axis in embryonic brain development, suggesting continuity from prenatal stages, and correlated with cognition. Across independent longitudinal datasets, we demonstrated that developmental clusters were conserved through life. Twin-based genetic correlations revealed distinct sets of genes governing change in each cluster. Single-nucleotide polymorphisms-based analyses of 38,127 cross-sectional MRIs showed a similar pattern of genetic volume–volume correlations. In conclusion, coordination of subcortical change adheres to fundamental principles of lifespan continuity and genetic organization.

Funder

European Research Council

Horizon 2020

Knut and Alice Wallenberg Foundation

Norwegian Research Council

Spanish Ministry of Science and Innovation

California Walnut Commission

Federal Ministry of Education and Research

Biotechnology and Biological Sciences Research Council

Medical Research Council

U.S. National Institute on Aging

Institució Catalana de Recerca i Estudis Avançats

Publisher

eLife Sciences Publications, Ltd

Subject

General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,General Neuroscience

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