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Stable individual differences dominate adult brain volume variation until later life.

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Title: Stable individual differences dominate adult brain volume variation until later life.
Authors: Grødem EOS; Center for Lifespan Changes in Brain and Cognition (LCBC), Department of Psychology, University of Oslo, Oslo, Norway.; Computational Radiology and Artificial Intelligence (CRAI), Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway., Vidal-Pineiro D; Center for Lifespan Changes in Brain and Cognition (LCBC), Department of Psychology, University of Oslo, Oslo, Norway., Sørensen Ø; Center for Lifespan Changes in Brain and Cognition (LCBC), Department of Psychology, University of Oslo, Oslo, Norway., Bartrés-Faz D; Department of Medicine, Faculty of Medicine and Health Sciences, Institute of Neurosciences, University of Barcelona, Barcelona, Spain.; Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain.; The August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Hospital Clinic of Barcelona, Barcelona, Spain., Brandmaier AM; Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany.; Department of Psychology, MSB Medical School Berlin, Berlin, Germany.; Max Planck UCL Centre for Computational Psychiatry and Ageing Research, Berlin, Germany, and London, United Kingdom., Cattaneo G; Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain.; Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Spain., Garrido PF; Center for Lifespan Changes in Brain and Cognition (LCBC), Department of Psychology, University of Oslo, Oslo, Norway., Henson RN; MRC Cognition and Brain Sciences Unit, Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom., Kühn S; Max Planck UCL Centre for Computational Psychiatry and Ageing Research, Berlin, Germany, and London, United Kingdom.; Center for Environmental Neuroscience, Max Planck Institute for Human Development, Berlin, Germany.; Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany., Lindenberger U; Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany.; Max Planck UCL Centre for Computational Psychiatry and Ageing Research, Berlin, Germany, and London, United Kingdom., MacIntosh BJ; Computational Radiology and Artificial Intelligence (CRAI), Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway., Nyberg L; Center for Lifespan Changes in Brain and Cognition (LCBC), Department of Psychology, University of Oslo, Oslo, Norway.; Umeå Center for Functional Brain Imaging, Umeå University, Umeå, Sweden.; Department of Medical and Translational Biology, Umeå University, Umeå, Sweden.; Department of Diagnostics and Intervention, Umeå University, Umeå, Sweden., Pascual-Leone A; Hinda and Arthur Marcus Institute for Aging Research, Deanna and Sidney Wolk Center for Memory Health, Hebrew SeniorLife, Boston, MA, United States.; Department of Neurology, Harvard Medical School, Boston, MA, United States., Smith SM; Oxford Centre for Functional MRI of the Brain (FMRIB/WIN), Oxford University, Oxford, United Kingdom., Solé-Padullés C; Department of Medicine, Faculty of Medicine and Health Sciences, Institute of Neurosciences, University of Barcelona, Barcelona, Spain.; The August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Hospital Clinic of Barcelona, Barcelona, Spain., Solana-Sánchez J; Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain.; Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Spain., Watne LO; Oslo Delirium Research Group, Institute of Clinical Medicine, Campus Ahus, University of Oslo, Oslo, Norway.; Department of Geriatric Medicine, Akershus University Hospital, Oslo, Norway., Walhovd KB; Center for Lifespan Changes in Brain and Cognition (LCBC), Department of Psychology, University of Oslo, Oslo, Norway.; Computational Radiology and Artificial Intelligence (CRAI), Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway., Bjørnerud A; Computational Radiology and Artificial Intelligence (CRAI), Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway., Fjell AM; Center for Lifespan Changes in Brain and Cognition (LCBC), Department of Psychology, University of Oslo, Oslo, Norway.; Computational Radiology and Artificial Intelligence (CRAI), Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway.
Source: Imaging neuroscience (Cambridge, Mass.) [Imaging Neurosci (Camb)] 2026 May 26; Vol. 4. Date of Electronic Publication: 2026 May 26 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: The MIT Press Country of Publication: United States NLM ID: 9918663686606676 Publication Model: eCollection Cited Medium: Internet ISSN: 2837-6056 (Electronic) Linking ISSN: 28376056 NLM ISO Abbreviation: Imaging Neurosci (Camb) Subsets: PubMed not MEDLINE
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  Data: Stable individual differences dominate adult brain volume variation until later life.
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  Data: <searchLink fieldCode="AU" term="%22Grødem+EOS%22">Grødem EOS</searchLink>; Center for Lifespan Changes in Brain and Cognition (LCBC), Department of Psychology, University of Oslo, Oslo, Norway.; Computational Radiology and Artificial Intelligence (CRAI), Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Vidal-Pineiro+D%22">Vidal-Pineiro D</searchLink>; Center for Lifespan Changes in Brain and Cognition (LCBC), Department of Psychology, University of Oslo, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Sørensen+Ø%22">Sørensen Ø</searchLink>; Center for Lifespan Changes in Brain and Cognition (LCBC), Department of Psychology, University of Oslo, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Bartrés-Faz+D%22">Bartrés-Faz D</searchLink>; Department of Medicine, Faculty of Medicine and Health Sciences, Institute of Neurosciences, University of Barcelona, Barcelona, Spain.; Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain.; The August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Hospital Clinic of Barcelona, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Brandmaier+AM%22">Brandmaier AM</searchLink>; Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany.; Department of Psychology, MSB Medical School Berlin, Berlin, Germany.; Max Planck UCL Centre for Computational Psychiatry and Ageing Research, Berlin, Germany, and London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Cattaneo+G%22">Cattaneo G</searchLink>; Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain.; Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Spain.<br /><searchLink fieldCode="AU" term="%22Garrido+PF%22">Garrido PF</searchLink>; Center for Lifespan Changes in Brain and Cognition (LCBC), Department of Psychology, University of Oslo, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Henson+RN%22">Henson RN</searchLink>; MRC Cognition and Brain Sciences Unit, Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Kühn+S%22">Kühn S</searchLink>; Max Planck UCL Centre for Computational Psychiatry and Ageing Research, Berlin, Germany, and London, United Kingdom.; Center for Environmental Neuroscience, Max Planck Institute for Human Development, Berlin, Germany.; Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.<br /><searchLink fieldCode="AU" term="%22Lindenberger+U%22">Lindenberger U</searchLink>; Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany.; Max Planck UCL Centre for Computational Psychiatry and Ageing Research, Berlin, Germany, and London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22MacIntosh+BJ%22">MacIntosh BJ</searchLink>; Computational Radiology and Artificial Intelligence (CRAI), Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Nyberg+L%22">Nyberg L</searchLink>; Center for Lifespan Changes in Brain and Cognition (LCBC), Department of Psychology, University of Oslo, Oslo, Norway.; Umeå Center for Functional Brain Imaging, Umeå University, Umeå, Sweden.; Department of Medical and Translational Biology, Umeå University, Umeå, Sweden.; Department of Diagnostics and Intervention, Umeå University, Umeå, Sweden.<br /><searchLink fieldCode="AU" term="%22Pascual-Leone+A%22">Pascual-Leone A</searchLink>; Hinda and Arthur Marcus Institute for Aging Research, Deanna and Sidney Wolk Center for Memory Health, Hebrew SeniorLife, Boston, MA, United States.; Department of Neurology, Harvard Medical School, Boston, MA, United States.<br /><searchLink fieldCode="AU" term="%22Smith+SM%22">Smith SM</searchLink>; Oxford Centre for Functional MRI of the Brain (FMRIB/WIN), Oxford University, Oxford, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Solé-Padullés+C%22">Solé-Padullés C</searchLink>; Department of Medicine, Faculty of Medicine and Health Sciences, Institute of Neurosciences, University of Barcelona, Barcelona, Spain.; The August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Hospital Clinic of Barcelona, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Solana-Sánchez+J%22">Solana-Sánchez J</searchLink>; Institut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Badalona, Spain.; Fundació Institut d'Investigació en Ciències de la Salut Germans Trias i Pujol, Badalona, Spain.<br /><searchLink fieldCode="AU" term="%22Watne+LO%22">Watne LO</searchLink>; Oslo Delirium Research Group, Institute of Clinical Medicine, Campus Ahus, University of Oslo, Oslo, Norway.; Department of Geriatric Medicine, Akershus University Hospital, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Walhovd+KB%22">Walhovd KB</searchLink>; Center for Lifespan Changes in Brain and Cognition (LCBC), Department of Psychology, University of Oslo, Oslo, Norway.; Computational Radiology and Artificial Intelligence (CRAI), Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Bjørnerud+A%22">Bjørnerud A</searchLink>; Computational Radiology and Artificial Intelligence (CRAI), Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Fjell+AM%22">Fjell AM</searchLink>; Center for Lifespan Changes in Brain and Cognition (LCBC), Department of Psychology, University of Oslo, Oslo, Norway.; Computational Radiology and Artificial Intelligence (CRAI), Department of Radiology and Nuclear Medicine, Oslo University Hospital, Oslo, Norway.
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