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Development of Microstructural and Morphological Cortical Profiles in the Neonatal Brain

Daphna Fenchel, Ralica Dimitrova, Jakob Seidlitz, Emma C. Robinson, Dafnis Batalle, Jana Hutter, Daan Christiaens, Maximilian Pietsch, Jakki Brandon, Emer J. Hughes, Joanna Allsop, Camilla O’Keeffe, Anthony N. Price, Lucilio Cordero-Grande, Andreas Schuh, Antonios Makropoulos, Jonathan Passerat-Palmbach, Jelena Bozek, Daniel Rueckert, Jo V. Hajnal, Armin Raznahan, Grainne McAlonan, A. David Edwards, Jonathan O’Muircheartaigh
doi: https://doi.org/10.1101/2020.01.14.906206
Daphna Fenchel
1MRC Centre for Neurodevelopmental Disorders, King’s College London, London, UK
2Sackler Institute for Translational Neurodevelopment, Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
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Ralica Dimitrova
2Sackler Institute for Translational Neurodevelopment, Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
3Centre for the Developing Brain, Department of Perinatal Imaging & Health, School of Biomedical Engineering & Imaging Sciences, King’s College London, London, UK
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Jakob Seidlitz
4Developmental Neurogenomics Unit, National Institute of Mental Health, Bethesda, MD, USA
5Department of Psychiatry, University of Cambridge, Cambridge, UK
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Emma C. Robinson
6Department of Biomedical Engineering, School of Biomedical Engineering & Imaging Sciences, King’s College London, London, UK
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Dafnis Batalle
2Sackler Institute for Translational Neurodevelopment, Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
3Centre for the Developing Brain, Department of Perinatal Imaging & Health, School of Biomedical Engineering & Imaging Sciences, King’s College London, London, UK
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Jana Hutter
3Centre for the Developing Brain, Department of Perinatal Imaging & Health, School of Biomedical Engineering & Imaging Sciences, King’s College London, London, UK
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Daan Christiaens
3Centre for the Developing Brain, Department of Perinatal Imaging & Health, School of Biomedical Engineering & Imaging Sciences, King’s College London, London, UK
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Maximilian Pietsch
3Centre for the Developing Brain, Department of Perinatal Imaging & Health, School of Biomedical Engineering & Imaging Sciences, King’s College London, London, UK
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Jakki Brandon
3Centre for the Developing Brain, Department of Perinatal Imaging & Health, School of Biomedical Engineering & Imaging Sciences, King’s College London, London, UK
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Emer J. Hughes
3Centre for the Developing Brain, Department of Perinatal Imaging & Health, School of Biomedical Engineering & Imaging Sciences, King’s College London, London, UK
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Joanna Allsop
3Centre for the Developing Brain, Department of Perinatal Imaging & Health, School of Biomedical Engineering & Imaging Sciences, King’s College London, London, UK
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Camilla O’Keeffe
3Centre for the Developing Brain, Department of Perinatal Imaging & Health, School of Biomedical Engineering & Imaging Sciences, King’s College London, London, UK
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Anthony N. Price
3Centre for the Developing Brain, Department of Perinatal Imaging & Health, School of Biomedical Engineering & Imaging Sciences, King’s College London, London, UK
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Lucilio Cordero-Grande
3Centre for the Developing Brain, Department of Perinatal Imaging & Health, School of Biomedical Engineering & Imaging Sciences, King’s College London, London, UK
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Andreas Schuh
7Biomedical Image Analysis Group, Department of Computing, Imperial College London, London, UK
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Antonios Makropoulos
7Biomedical Image Analysis Group, Department of Computing, Imperial College London, London, UK
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Jonathan Passerat-Palmbach
7Biomedical Image Analysis Group, Department of Computing, Imperial College London, London, UK
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Jelena Bozek
8Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia
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Daniel Rueckert
7Biomedical Image Analysis Group, Department of Computing, Imperial College London, London, UK
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Jo V. Hajnal
3Centre for the Developing Brain, Department of Perinatal Imaging & Health, School of Biomedical Engineering & Imaging Sciences, King’s College London, London, UK
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Armin Raznahan
4Developmental Neurogenomics Unit, National Institute of Mental Health, Bethesda, MD, USA
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Grainne McAlonan
1MRC Centre for Neurodevelopmental Disorders, King’s College London, London, UK
2Sackler Institute for Translational Neurodevelopment, Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
9South London and Maudsley NHS Foundation Trust, London, UK
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A. David Edwards
1MRC Centre for Neurodevelopmental Disorders, King’s College London, London, UK
3Centre for the Developing Brain, Department of Perinatal Imaging & Health, School of Biomedical Engineering & Imaging Sciences, King’s College London, London, UK
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Jonathan O’Muircheartaigh
1MRC Centre for Neurodevelopmental Disorders, King’s College London, London, UK
2Sackler Institute for Translational Neurodevelopment, Department of Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
3Centre for the Developing Brain, Department of Perinatal Imaging & Health, School of Biomedical Engineering & Imaging Sciences, King’s College London, London, UK
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  • For correspondence: jonathanom@kcl.ac.uk
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Abstract

In the perinatal brain, regional cortical architecture and connectivity lay the foundations for functional circuits and emerging behaviour. Interruptions or atypical development during or before this period may therefore have long-lasting consequences. However, to be able to investigate these deviations, we need a measure of how this architecture evolves in the typically developing brain. To this end, in a large cohort of 241 term-born infants we used Magnetic Resonance Imaging to estimate cortical profiles based on morphometry and microstructure over the perinatal period (37-44 weeks post-menstrual age, PMA). Using the covariance of these profiles as a measure of inter-areal network similarity (Morphometric Similarity Networks; MSN), we clustered these networks into distinct modules. The resulting modules were consistent and symmetric, and corresponded to known functional distinctions, including sensory-motor, limbic and association regions and were spatially mapped onto known cytoarchitectonic tissue classes. Posterior (parietal, occipital) regions became more morphometrically similar with increasing PMA, while peri-cingulate and medial temporal regions became more dissimilar. Network strength was associated with PMA: Within-network similarity increased over PMA suggesting emerging network distinction. These changes in cortical network architecture over an eight-week period are consistent with, and likely underpin, the highly dynamic behavioural and cognitive development occurring during this critical period. The resulting cortical profiles might provide normative reference to investigate atypical early brain development.

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Posted January 16, 2020.
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Development of Microstructural and Morphological Cortical Profiles in the Neonatal Brain
Daphna Fenchel, Ralica Dimitrova, Jakob Seidlitz, Emma C. Robinson, Dafnis Batalle, Jana Hutter, Daan Christiaens, Maximilian Pietsch, Jakki Brandon, Emer J. Hughes, Joanna Allsop, Camilla O’Keeffe, Anthony N. Price, Lucilio Cordero-Grande, Andreas Schuh, Antonios Makropoulos, Jonathan Passerat-Palmbach, Jelena Bozek, Daniel Rueckert, Jo V. Hajnal, Armin Raznahan, Grainne McAlonan, A. David Edwards, Jonathan O’Muircheartaigh
bioRxiv 2020.01.14.906206; doi: https://doi.org/10.1101/2020.01.14.906206
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Development of Microstructural and Morphological Cortical Profiles in the Neonatal Brain
Daphna Fenchel, Ralica Dimitrova, Jakob Seidlitz, Emma C. Robinson, Dafnis Batalle, Jana Hutter, Daan Christiaens, Maximilian Pietsch, Jakki Brandon, Emer J. Hughes, Joanna Allsop, Camilla O’Keeffe, Anthony N. Price, Lucilio Cordero-Grande, Andreas Schuh, Antonios Makropoulos, Jonathan Passerat-Palmbach, Jelena Bozek, Daniel Rueckert, Jo V. Hajnal, Armin Raznahan, Grainne McAlonan, A. David Edwards, Jonathan O’Muircheartaigh
bioRxiv 2020.01.14.906206; doi: https://doi.org/10.1101/2020.01.14.906206

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