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Translating <scp>ENIGMA</scp> schizophrenia findings using the regional vulnerability index: Association with cognition, symptoms, and disease trajectory
- Source :
- Human Brain Mapping
- Publication Year :
- 2020
- Publisher :
- Wiley, 2020.
-
Abstract
- Patients with schizophrenia have patterns of brain deficits including reduced cortical thickness, subcortical gray matter volumes, and cerebral white matter integrity. We proposed the regional vulnerability index (RVI) to translate the results of Enhancing Neuro Imaging Genetics Meta‐Analysis studies to the individual level. We calculated RVIs for cortical, subcortical, and white matter measurements and a multimodality RVI. We evaluated RVI as a measure sensitive to schizophrenia‐specific neuroanatomical deficits and symptoms and studied the timeline of deficit formations in: early (≤5 years since diagnosis, N = 45, age = 28.8 ± 8.5); intermediate (6–20 years, N = 30, age 43.3 ± 8.6); and chronic (21+ years, N = 44, age = 52.5 ± 5.2) patients and healthy controls (N = 76, age = 38.6 ± 12.4). All RVIs were significantly elevated in patients compared to controls, with the multimodal RVI showing the largest effect size, followed by cortical, white matter and subcortical RVIs (d = 1.57, 1.23, 1.09, and 0.61, all p<br />We developed the regional vulnerability index (RVI) to quantify individual similarity to the expected schizophrenia deficits patterns derived from large‐scale meta‐analyses performed by Enhancing Neuro Imaging Genetics Meta‐Analysis (ENIGMA) consortium. RVIs for cortical, subcortical, and white matter measurements and a cross‐modality RVI showed significant association with illness duration, cognitive deficits and symptoms. The similarity to expected disorder patterns captured by RVI may be useful for early diagnosis and as quantitative targets for more effective treatment strategies aiming to alter the formation of neuroanatomical deficits.
- Subjects :
- Adult
medicine.medical_specialty
Adolescent
Neuroimaging
regional vulnerability index
Affect (psychology)
050105 experimental psychology
White matter
Young Adult
03 medical and health sciences
0302 clinical medicine
Internal medicine
Humans
Medicine
Cognitive Dysfunction
0501 psychology and cognitive sciences
Radiology, Nuclear Medicine and imaging
Association (psychology)
Research Articles
Aged
Cerebral Cortex
Radiological and Ultrasound Technology
business.industry
Working memory
05 social sciences
ENIGMA
Cognition
gray matter
Middle Aged
medicine.disease
Magnetic Resonance Imaging
White Matter
Subcortical gray matter
schizophrenia
Diffusion Tensor Imaging
medicine.anatomical_structure
Neurology
Schizophrenia
Chronic Disease
Disease Progression
Cardiology
Neurology (clinical)
Anatomy
business
030217 neurology & neurosurgery
Research Article
Subjects
Details
- ISSN :
- 10970193 and 10659471
- Volume :
- 43
- Database :
- OpenAIRE
- Journal :
- Human Brain Mapping
- Accession number :
- edsair.doi.dedup.....eb7d3118db7c83b740cb65c24f3a71ca
- Full Text :
- https://doi.org/10.1002/hbm.25045