Longitudinal allometry of sulcal morphology in health and schizophrenia
Joost JansseniD, Clara AllozaiD, Covadonga M. Díaz-Caneja, Javier SantonjaiD, Laura Pina-Camacho, Pedro M. GordalizaiD, Alberto Fernández‐PenaiD, Noemi González Lois, Elizabeth E.L. BuimeriD, Neeltje E.M. van HareniD, Wiepke CahniD, Eduard Vieta, Josefina Castro-Fornieles, Miquel BernardoiD, Celso ArangoiD, René S. KahniD, Hilleke E. Hulshoff PoliD, Hugo Gerard SchnackiD
Abstract
Scaling between subcomponents of cortical folding and total brain volume (TBV) in healthy individuals (HI) is allometric, i.e. non-linear. It is unclear whether this is also true in individuals with schizophrenia (SZ) or first-episode psychosis (FEP). The current study first confirmed normative allometric scaling norms in HI using discovery and replication samples. Cross-sectional and longitudinal diagnostic differences in folding subcomponents were then assessed using an allometric analytic 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, a total of 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) 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 the SI, sulcal area, and sulcal length with TBV in SZ and FEP was allometric and did not differ from HI. 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 to HI. 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.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 8
- FWCI
- 1.14
- Field percentile
- top 25%
- Organism
- Assay
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Sulcal Widening in Schizophrenia Maps onto Sulcal Hubs and Energy-Synaptic Genes
Javier Gonzalez-Peñas, Hugo Gerard Schnack, … Joost Janssen·bioRxiv·Jan 9, 2026
- Deviant cortical sulcation related to schizophrenia, but not cognitive deficits, likely predate brain development in the second trimester.
Michael Mackinley, Priyadharshini Sabesan, Lena K. Palaniyappan·Translational NeurosciencePeer-reviewed·Jan 1, 2020
- Contracted anterior-posterior systematic covariance of cortical thickness in early-onset schizophrenia
Yun‐Shuang Fan, Yong Ji Xu, … Huafu Chen·Communications BiologyPeer-reviewed·May 21, 2025
- Development of human lateral prefrontal sulcal morphology and its relation to reasoning performance
Ethan H. Willbrand, Emilio E. Ferrer, … Kevin S. Weiner·Journal of NeurosciencePeer-reviewed·Feb 24, 2023
- Dissimilarity in sulcal width patterns in the cortex can be used to identify patients with schizophrenia with extreme deficits in cognitive performance
Joost Janssen, Covadonga M. Díaz‐Caneja, … Hugo Gerard Schnack·Schizophrenia BulletinPeer-reviewed·Sep 1, 2020
- Individual deviations from normative models of brain structure in a large cross-sectional schizophrenia cohort
Jinglei Lv, Maria Angelique Di Biase, … Andrew Zalesky·Molecular PsychiatryPeer-reviewed·Sep 22, 2020