Longitudinal Allometry of Sulcal Morphology in Health and Schizophrenia
Janssen, Joost; Alloza, Clara; Díaz-Caneja, Covadonga M; Santonja, Javier; Pina-Camacho, Laura; Gordaliza, Pedro M; Fernández-Pena, Alberto; Lois, Noemi González; Buimer, Elizabeth E L; van Haren, Neeltje E M; Cahn, Wiepke; Vieta, Eduard; Castro-Fornieles, Josefina; Bernardo, Miquel; Arango, Celso; Kahn, René S; Hulshoff Pol, Hilleke E; Schnack, Hugo G
(2022) The Journal of neuroscience : the official journal of the Society for Neuroscience, volume 42, issue 18, pp. 3704 - 3715
(Article)
Abstract
Scaling between subcomponents of folding and total brain volume (TBV) in healthy individuals (HIs) is allometric. It is unclear whether this is true in schizophrenia (SZ) or first-episode psychosis (FEP). This study confirmed normative allometric scaling norms in HIs using discovery and replication samples. Cross-sectional and longitudinal diagnostic differences in
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folding subcomponents were then assessed using an allometric framework. Structural imaging from a longitudinal (Sample 1: HI and SZ, nHI Baseline = 298, nSZ Baseline = 169, nHI Follow-up = 293, nSZ Follow-up = 168, totaling 1087 images, all individuals ≥ 2 images, age 16-69 years) and a cross-sectional sample (Sample 2: nHI = 61 and nFEP = 89, age 10-30 years), all human males and females, is leveraged to calculate global folding and its nested subcomponents: sulcation index (SI, total sulcal/cortical hull area) and determinants of sulcal area: sulcal length and sulcal depth. Scaling of SI, sulcal area, and sulcal length with TBV in SZ and FEP was allometric and did not differ from HIs. Longitudinal age trajectories demonstrated steeper loss of SI and sulcal area through adulthood in SZ. Longitudinal allometric analysis revealed that both annual change in SI and sulcal area was significantly stronger related to change in TBV in SZ compared with HIs. Our results detail the first evidence of the disproportionate contribution of changes in SI and sulcal area to TBV changes in SZ. Longitudinal allometric analysis of sulcal morphology provides deeper insight into lifespan trajectories of cortical folding in SZ.Significance Statement:Psychotic disorders are associated with deficits in cortical folding and brain size, but we lack knowledge of how these two morphometric features are related. We leverage cross-sectional and longitudinal samples in which we decompose folding into a set of nested subcomponents: sulcal and hull area, and sulcal depth and length. We reveal that, in both schizophrenia and first-episode psychosis, (1) scaling of subcomponents with brain size is different from expected scaling laws and (2) caution is warranted when interpreting results from traditional methods for brain size correction. Longitudinal allometric scaling points to loss of sulcal area as a principal contributor to loss of brain size in schizophrenia. These findings advance the understanding of cortical folding atypicalities in psychotic disorders.
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Keywords: allometry, cortical folding, first-episode psychosis, longitudinal, schizophrenia, sulcus, General Neuroscience
ISSN: 0270-6474
Publisher: Society for Neuroscience
Note: Funding Information: This work was supported by the Spanish Ministry of Science and Innovation, Instituto de Salud Carlos III (PI17/ 01249, PI17/00997, PI19/01024, PI20/00721, PI08/0208, PI11/00325, PI14/00612), cofinanced by European Regional Development Fund from the European Commission, “A way of making Europe,” Ciber del Área de Salud Mental, Madrid Regional Government (B2017/BMD-3740 AGES-CM-2), European Union Structural Funds, European Union Seventh Framework Program under Grant Agreements FP7-HEALTH-2009-2.2.1-2-241909 (Project EU-GEI), FP7-HEALTH-2009-2.2.1-3-242114 (Project OPTiMISE), FP7-HEALTH-2013-2.2.1-2-603196 (Project PSYSCAN), and FP7-HEALTH-2013-2.2.1-2-602478 (Project METSY); and European Union H2020 Program under the Innovative Medicines Initiative 2 Joint Undertaking (Grant Agreement 115916, Project PRISM, and Grant Agreement 777394, Project AIMS-2-TRIALS), Fundación Familia Alonso, Fundación Alicia Koplowitz, and Fundación Mutua Madrileña. C.M.D.-C. holds a Juan Rodés grant from Instituto de Salud Carlos III (JR19/00024). This work has been performed thanks to the 3T Equipment of Magnetic Resonance at Institut d’Investigacions Biomèdiques August Pi i Sunyer (project IBPS15-EE-3688 cofunded by Ministerio de Ciencia, Innovación y Universidades (MCIU) and by European Regional Development Fund). We thank Zimbo Boudewijns, Joyce van Baaren, and Diego Muñoz Beltrán for technical assistance. Funding Information: This work was supported by the Spanish Ministry of Science and Innovation, Instituto de Salud Carlos III (PI17/01249, PI17/00997, PI19/01024, PI20/00721, PI08/0208, PI11/00325, PI14/00612), cofinanced by European Regional Development Fund from the European Commission, “A way of making Europe,” Ciber del Área de Salud Mental, Madrid Regional Government (B2017/BMD-3740 AGES-CM-2), European Union Structural Funds, European Union Seventh Framework Program under Grant Agreements FP7-HEALTH-2009-2.2.1-2-241909 (Project EU-GEI), FP7-HEALTH-2009-2.2.1-3-242114 (Project OPTiMISE), FP7- HEALTH-2013-2.2.1-2-603196 (Project PSYSCAN), and FP7-HEALTH-2013-2.2.1-2-602478 (Project METSY); and European Union H2020 Program under the Innovative Medicines Initiative 2 Joint Undertaking (Grant Agreement 115916, Project PRISM, and Grant Agreement 777394, Project AIMS-2-TRIALS), Fundación Familia Alonso, Fundación Alicia Koplowitz, and Fundación Mutua Madrileña. C.M.D.-C. holds a Juan Rodés grant from Instituto de Salud Carlos III (JR19/00024). This work has been performed thanks to the 3T Equipment of Magnetic Resonance at Institut d'Investigacions Biomèdiques August Pi i Sunyer (project IBPS15-EE-3688 cofunded by Ministerio de Ciencia, Innovación y Universidades (MCIU) and by European Regional Development Fund). We thank Zimbo Boudewijns, Joyce van Baaren, and Diego Muñoz Beltrán for technical assistance. Publisher Copyright: Copyright © 2022 the authors
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