Neuroimaging in neurodevelopmental disorders: focus on resting-state fMRI analysis of intrinsic functional brain connectivity
- PMID: 29351108
- DOI: 10.1097/WCO.0000000000000536
Neuroimaging in neurodevelopmental disorders: focus on resting-state fMRI analysis of intrinsic functional brain connectivity
Abstract
Purpose of review: Resting-state fMRI assessment of instrinsic functional brain connectivity (rs-fcMRI) in autism spectrum disorders (ASD) allows assessment of participants with a wide range of functioning levels, and collection of multisite databases that facilitate large-scale analysis. These heterogeneous multisite data present both promise and methodological challenge. Herein, we provide an overview of recent (1 October 2016-1 November 2017) empirical research on ASD rs-fcMRI, focusing on work that helps clarify how best to leverage the power of these data.
Recent findings: Recent research indicates that larger samples, careful atlas selection, and attention to eye status of participants will improve the sensitivity and power of resting-state fMRI analyses conducted using multisite data. Use of bandpass filters that extend into a slightly higher frequency range than typical defaults may prevent loss of disease-relevant information. Connectivity-based parcellation as an approach to region of interest analyses may allow for improved understanding of functional connectivity disruptions in ASD. Treatment approaches using rs-fcMRI to determine target engagement, predict treatment, or facilitate neurofeedback demonstrate promise.
Summary: Rs-fcMRI data have great promise for biomarker identification and treatment development in ASD; however, ongoing methodological development and evaluation is crucial for progress.
Similar articles
-
Resting-State Functional Connectivity-Based Biomarkers and Functional MRI-Based Neurofeedback for Psychiatric Disorders: A Challenge for Developing Theranostic Biomarkers.Int J Neuropsychopharmacol. 2017 Oct 1;20(10):769-781. doi: 10.1093/ijnp/pyx059. Int J Neuropsychopharmacol. 2017. PMID: 28977523 Free PMC article. Review.
-
Altered functional organization within the insular cortex in adult males with high-functioning autism spectrum disorder: evidence from connectivity-based parcellation.Mol Autism. 2016 Oct 5;7:41. doi: 10.1186/s13229-016-0106-8. eCollection 2016. Mol Autism. 2016. PMID: 27713815 Free PMC article.
-
Intrinsic functional connectivity variance and state-specific under-connectivity in autism.Hum Brain Mapp. 2017 Nov;38(11):5740-5755. doi: 10.1002/hbm.23764. Epub 2017 Aug 9. Hum Brain Mapp. 2017. PMID: 28792117 Free PMC article.
-
Impact of methodological variables on functional connectivity findings in autism spectrum disorders.Hum Brain Mapp. 2014 Aug;35(8):4035-48. doi: 10.1002/hbm.22456. Epub 2014 Jan 22. Hum Brain Mapp. 2014. PMID: 24452854 Free PMC article.
-
Altered resting-state dynamics in autism spectrum disorder: Causal to the social impairment?Prog Neuropsychopharmacol Biol Psychiatry. 2019 Mar 2;90:28-36. doi: 10.1016/j.pnpbp.2018.11.002. Epub 2018 Nov 7. Prog Neuropsychopharmacol Biol Psychiatry. 2019. PMID: 30414457 Review.
Cited by
-
Examining the Dominant Presence of Brain Grey Matter in Autism During Functional Magnetic Resonance Imaging.Basic Clin Neurosci. 2023 Sep-Oct;14(5):585-604. doi: 10.32598/bcn.2021.1774.3. Epub 2023 Sep 1. Basic Clin Neurosci. 2023. PMID: 38628837 Free PMC article. Review.
-
Music improves social communication and auditory-motor connectivity in children with autism.Transl Psychiatry. 2018 Oct 23;8(1):231. doi: 10.1038/s41398-018-0287-3. Transl Psychiatry. 2018. PMID: 30352997 Free PMC article. Clinical Trial.
-
Peripheral contributions to resting state brain dynamics.Nat Commun. 2024 Dec 30;15(1):10820. doi: 10.1038/s41467-024-55064-6. Nat Commun. 2024. PMID: 39737991 Free PMC article.
-
Emerging atypicalities in functional connectivity of language-related networks in young infants at high familial risk for ASD.Dev Cogn Neurosci. 2020 Oct;45:100814. doi: 10.1016/j.dcn.2020.100814. Epub 2020 Jun 30. Dev Cogn Neurosci. 2020. PMID: 32658762 Free PMC article.
-
Reproducible neuroimaging features for diagnosis of autism spectrum disorder with machine learning.Sci Rep. 2022 Feb 23;12(1):3057. doi: 10.1038/s41598-022-06459-2. Sci Rep. 2022. PMID: 35197468 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
Research Materials