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Local molecular and global connectomic contributions to cross-disorder cortical abnormalities
- Source :
- Nature Communications, 13(1):4682. Nature Publishing Group UK, Hansen, J Y, Shafiei, G, Vogel, J W, Smart, K, Bearden, C E, Hoogman, M, Franke, B, van Rooij, D, Buitelaar, J, McDonald, C R, Sisodiya, S M, Schmaal, L, Veltman, D J, van den Heuvel, O A, Stein, D J, van Erp, T G M, Ching, C R K, Andreassen, O A, Hajek, T, Opel, N, Modinos, G, Aleman, A, van der Werf, Y, Jahanshad, N, Thomopoulos, S I, Thompson, P M, Carson, R E, Dagher, A & Misic, B 2022, ' Local molecular and global connectomic contributions to cross-disorder cortical abnormalities ', Nature Communications, vol. 13, no. 1, 4682 . https://doi.org/10.1038/s41467-022-32420-y, Nature Communications, 13, 1, Nature Communications, 13, Nature Communications, 13:4682. Nature Publishing Group, Nature communications, vol 13, iss 1, Hansen, J, Shafiei, G, Vogel, J, Smart, K, Bearden, C E, Hoogman, M, Franke, B, Rooij, D V, Buitelaar, J, McDonald, C R, Sisodiya, S M, Schmaal, L, Veltman, D J, van den Heuvel, O, Stein, D J, Ching, C R K, Andreassen, O A, Hajek, T, Opel, N, Modinos, G, Aleman, A, van der Werf, Y D, Jahanshad, N, Thomopoulos, S I, Thompson, P M, Carson, R E, Dagher, A & Mišić, B 2022, ' Local molecular and global connectomic contributions to cross-disorder cortical abnormalities ', Nature Communications, vol. 13, no. 1, 4682 . https://doi.org/10.1038/s41467-022-32420-y
- Publication Year :
- 2022
-
Abstract
- Numerous brain disorders demonstrate structural brain abnormalities, which are thought to arise from molecular perturbations or connectome miswiring. The unique and shared contributions of these molecular and connectomic vulnerabilities to brain disorders remain unknown, and has yet to be studied in a single multi-disorder framework. Using MRI morphometry from the ENIGMA consortium, we construct maps of cortical abnormalities for thirteen neurodevelopmental, neurological, and psychiatric disorders from N = 21,000 participants and N = 26,000 controls, collected using a harmonised processing protocol. We systematically compare cortical maps to multiple micro-architectural measures, including gene expression, neurotransmitter density, metabolism, and myelination (molecular vulnerability), as well as global connectomic measures including number of connections, centrality, and connection diversity (connectomic vulnerability). We find a relationship between molecular vulnerability and white-matter architecture that drives cortical disorder profiles. Local attributes, particularly neurotransmitter receptor profiles, constitute the best predictors of both disorder-specific cortical morphology and cross-disorder similarity. Finally, we find that cross-disorder abnormalities are consistently subtended by a small subset of network epicentres in bilateral sensory-motor, inferior temporal lobe, precuneus, and superior parietal cortex. Collectively, our results highlight how local molecular attributes and global connectivity jointly shape cross-disorder cortical abnormalities.
- Subjects :
- Pediatric
Brain Diseases
Multidisciplinary
Neurodevelopmental disorders Donders Center for Medical Neuroscience [Radboudumc 7]
1.1 Normal biological development and functioning
Neurosciences
General Physics and Astronomy
Brain
General Chemistry
Magnetic Resonance Imaging
General Biochemistry, Genetics and Molecular Biology
Brain Disorders
Mental Health
All institutes and research themes of the Radboud University Medical Center
Underpinning research
130 000 Cognitive Neurology & Memory
Neurological
Neural Pathways
Connectome
2.1 Biological and endogenous factors
Humans
Aetiology
170 000 Motivational & Cognitive Control
Subjects
Details
- ISSN :
- 20411723
- Volume :
- 13
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Nature communications
- Accession number :
- edsair.doi.dedup.....f692e54c983543831517dc870c3dbf09