Underconnected, but not broken? Dynamic functional connectivity MRI shows underconnectivity in autism is linked to increased intra-individual variability across time
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Autism spectrum disorder (ASD) is characterized by core sociocommunicative impairments. Atypical intrinsic functional connectivity (iFC) has been reported in numerous studies of ASD. A majority of findings has indicated long-distance underconnectivity. However, fMRI studies have thus far exclusively examined static iFC across several minutes of scanning. We examined temporal variability of iFC, using sliding window analyses in selected high-quality (low-motion) consortium datasets from 76 ASD and 76 matched typically developing (TD) participants (Study 1) and in-house data from 32 ASD and 32 TD participants. Mean iFC and standard deviation of the sliding window correlation (SD-iFC) were computed for regions of interest (ROIs) from default mode and salience networks, as well as amygdala and thalamus. In both studies, ROI pairings with significant underconnectivity (ASD
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In 8- to 18-year-olds, reduced static functional connectivity in adolescents with ASD was related to increased temporal variability of the BOLD signal for multiple region-of-interest pairs.
“The first study of 8–18 year olds focused on the M-FPN, M-CIN, amygdala and thalamus and examined standard deviation of the sliding window correlation, which indicates intra-individual variability over time. For multiple region-of-interest (ROI) pairs, reduced static functional connectivity in adolescents with ASD was related to increased temporal variability of the BOLD signal (113).”
From Brain Mechanisms Supporting Flexible Cognition and Behavior in Adolescents With Autism Spectrum Disorder (2021) · cites this paper as [113]
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- Authors
- Falahpour, M., Thompson, W. K., Abbott, A. E., Jahedi, A., Mulvey, M. E., Datko, M., Liu, T. T., & Müller, R.-A.
- Affiliations
- University of California San Diego (US)
- San Diego State University (US)
- Corresponding author
- Liu, Thomas T.
- Müller, Ralph-Axel
- Venue
- Brain Connectivity
- Publisher
- SAGE Publications
- Published
- 2016-06
- Volume
- 6
- Issue
- 5
- Pages
- 403-414
- ISSN
- 2158-0014 (ISSN-L)
- 2158-0022
- PMC
- PMC4913487
- OpenAlex
- W2299886504
- Cited by
- 106
- References
- 82
- Citations by year
- 2026: 2 · 2025: 5 · 2024: 4 · 2023: 7 · 2022: 11 · 2021: 16 · 2020: 18 · 2019: 14 · 2018: 16 · 2017: 10 · 2016: 3
- FWCI
- 9.12
- Type
- journal article
- Language
- en
- Open access
- green
- europepmc.org
- Locations
- Brain Connectivity (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health
- National Institute of Mental Health (K01MH097972, R01MH081023, R21MH102578)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Functional Brain Connectivity Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Social Sciences › Psychology › Social Psychology › Action Observation and Synchronization
- Keywords
- autism spectrum disorder, intrinsic functional connectivity, sliding window analysis, default mode network, salience network, amygdala, thalamus, interindividual variability
- MeSH terms
- Autism Spectrum Disorder, Adolescent, Adult, Amygdala, Autistic Disorder, Brain, Brain Mapping, Cerebral Cortex, Child, Female, Humans, Magnetic Resonance Imaging, Male, Nerve Net, Thalamus, Young Adult, Connectome
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