Back to Search
Start Over
Reliability of an fMRI paradigm for emotional processing in a multisite longitudinal study: Clarification and implications for statistical power
- Source :
- Human brain mapping. 39(1)
- Publication Year :
- 2017
-
Abstract
- Multisite neuroimaging studies can facilitate the investigation of brain-related changes in many contexts, including patient groups that are relatively rare in the general population. Though multisite studies have characterized the reliability of brain activation during working memory and motor functional magnetic resonance imaging tasks, emotion processing tasks, pertinent to many clinical populations, remain less explored. A traveling participants study was conducted with eight healthy volunteers scanned twice on consecutive days at each of the eight North American Longitudinal Prodrome Study sites. Tests derived from generalizability theory showed excellent reliability in the amygdala ( Eρ2 = 0.82), inferior frontal gyrus (IFG; Eρ2 = 0.83), anterior cingulate cortex (ACC; Eρ2 = 0.76), insula ( Eρ2 = 0.85), and fusiform gyrus ( Eρ2 = 0.91) for maximum activation and fair to excellent reliability in the amygdala ( Eρ2 = 0.44), IFG ( Eρ2 = 0.48), ACC ( Eρ2 = 0.55), insula ( Eρ2 = 0.42), and fusiform gyrus ( Eρ2 = 0.83) for mean activation across sites and test days. For the amygdala, habituation ( Eρ2 = 0.71) was more stable than mean activation. In a second investigation, data from 111 healthy individuals across sites were aggregated in a voxelwise, quantitative meta-analysis. When compared with a mixed effects model controlling for site, both approaches identified robust activation in regions consistent with expected results based on prior single-site research. Overall, regions central to emotion processing showed strong reliability in the traveling participants study and robust activation in the aggregation study. These results support the reliability of blood oxygen level-dependent signal in emotion processing areas across different sites and scanners and may inform future efforts to increase efficiency and enhance knowledge of rare conditions in the population through multisite neuroimaging paradigms.
- Subjects :
- 0301 basic medicine
Adult
Male
Longitudinal study
Adolescent
Emotions
Context (language use)
Machine learning
computer.software_genre
Statistical power
Article
Task (project management)
03 medical and health sciences
Young Adult
0302 clinical medicine
Dependability
Multicenter Studies as Topic
Humans
Radiology, Nuclear Medicine and imaging
Generalizability theory
Longitudinal Studies
Child
Reliability (statistics)
Cerebral Cortex
Brain Mapping
Radiological and Ultrasound Technology
business.industry
Brain
Reproducibility of Results
Amygdala
Magnetic Resonance Imaging
030104 developmental biology
Neurology
Sample size determination
Female
Neurology (clinical)
Artificial intelligence
Anatomy
business
Psychology
computer
030217 neurology & neurosurgery
Cognitive psychology
Subjects
Details
- ISSN :
- 10970193
- Volume :
- 39
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Human brain mapping
- Accession number :
- edsair.doi.dedup.....aa9d6714206ac414e6f5b60419db36d0