TY - JOUR
T1 - Coordinated cortical thickness alterations across six neurodevelopmental and psychiatric disorders
AU - ENIGMA ADHD Working Group
AU - ENIGMA Autism Working Group
AU - ENIGMA Bipolar Disorder Working Group
AU - ENIGMA Major Depression Working Group
AU - ENIGMA OCD Working Group
AU - ENIGMA Schizophrenia Working Group
AU - Hettwer, M. D.
AU - Larivière, S.
AU - Park, B. Y.
AU - van den Heuvel, O. A.
AU - Schmaal, L.
AU - Andreassen, O. A.
AU - Ching, C. R.K.
AU - Hoogman, M.
AU - Buitelaar, J.
AU - van Rooij, D.
AU - Veltman, D. J.
AU - Stein, D. J.
AU - Franke, B.
AU - van Erp, T. G.M.
AU - van Rooij, D.
AU - van den Heuvel, O. A.
AU - van Erp, T. G.M.
AU - Jahanshad, N.
AU - Thompson, P. M.
AU - Thomopoulos, S. I.
AU - Bethlehem, R. A.I.
AU - Bernhardt, B. C.
AU - Eickhoff, S. B.
AU - Valk, S. L.
N1 - Publisher Copyright:
© 2022, The Author(s).
PY - 2022/12
Y1 - 2022/12
N2 - Neuropsychiatric disorders are increasingly conceptualized as overlapping spectra sharing multi-level neurobiological alterations. However, whether transdiagnostic cortical alterations covary in a biologically meaningful way is currently unknown. Here, we studied co-alteration networks across six neurodevelopmental and psychiatric disorders, reflecting pathological structural covariance. In 12,024 patients and 18,969 controls from the ENIGMA consortium, we observed that co-alteration patterns followed normative connectome organization and were anchored to prefrontal and temporal disease epicenters. Manifold learning revealed frontal-to-temporal and sensory/limbic-to-occipitoparietal transdiagnostic gradients, differentiating shared illness effects on cortical thickness along these axes. The principal gradient aligned with a normative cortical thickness covariance gradient and established a transcriptomic link to cortico-cerebello-thalamic circuits. Moreover, transdiagnostic gradients segregated functional networks involved in basic sensory, attentional/perceptual, and domain-general cognitive processes, and distinguished between regional cytoarchitectonic profiles. Together, our findings indicate that shared illness effects occur in a synchronized fashion and along multiple levels of hierarchical cortical organization.
AB - Neuropsychiatric disorders are increasingly conceptualized as overlapping spectra sharing multi-level neurobiological alterations. However, whether transdiagnostic cortical alterations covary in a biologically meaningful way is currently unknown. Here, we studied co-alteration networks across six neurodevelopmental and psychiatric disorders, reflecting pathological structural covariance. In 12,024 patients and 18,969 controls from the ENIGMA consortium, we observed that co-alteration patterns followed normative connectome organization and were anchored to prefrontal and temporal disease epicenters. Manifold learning revealed frontal-to-temporal and sensory/limbic-to-occipitoparietal transdiagnostic gradients, differentiating shared illness effects on cortical thickness along these axes. The principal gradient aligned with a normative cortical thickness covariance gradient and established a transcriptomic link to cortico-cerebello-thalamic circuits. Moreover, transdiagnostic gradients segregated functional networks involved in basic sensory, attentional/perceptual, and domain-general cognitive processes, and distinguished between regional cytoarchitectonic profiles. Together, our findings indicate that shared illness effects occur in a synchronized fashion and along multiple levels of hierarchical cortical organization.
UR - http://www.scopus.com/inward/record.url?scp=85141676279&partnerID=8YFLogxK
U2 - 10.1038/s41467-022-34367-6
DO - 10.1038/s41467-022-34367-6
M3 - Article
C2 - 36369423
AN - SCOPUS:85141676279
SN - 2041-1723
VL - 13
JO - Nature Communications
JF - Nature Communications
IS - 1
M1 - 6851
ER -