Literature DB >> 28197860

Local resting state functional connectivity in autism: site and cohort variability and the effect of eye status.

Sangeeta Nair1, R Joanne Jao Keehn1, Michael M Berkebile1, José Omar Maximo1,2, Natalia Witkowska1, Ralph-Axel Müller3,4.   

Abstract

Autism spectrum disorder (ASD) is a neurodevelopmental disorder with prominent impairments in sociocommunicative abilities, which have been linked to anomalous brain network organization. Despite ample evidence of atypical long-distance connectivity, the literature on local connectivity remains small and divergent. We used resting-state functional MRI regional homogeneity (ReHo) as a local connectivity measure in comparative analyses across several well-matched low-motion subsamples from the Autism Brain Imaging Data Exchange and in-house data, with a grand total of 147 ASD and 184 typically developing (TD) participants, ages 7-18 years. We tested for group differences in each subsample, with additional focus on the difference between eyes-open and eyes-closed resting states. Despite selection of highest quality data and tight demographic and motion matching between groups and across samples, few effects in exactly identical loci (voxels) were found across samples. However, there was gross consistency across all eyes-open samples of local overconnectivity (ASD > TD) in posterior, visual regions. There was also gross consistency of local underconnectivity (ASD < TD) in cingulate gyrus, although exact loci varied between mid/posterior and anterior sections. While all eyes-open datasets showed the described gross similarities, the pattern of group differences for participants scanned with eyes closed was different, with local overconnectivity in ASD in posterior cingulate gyrus, but underconnectivity in some visual regions. Our findings suggest that fMRI local connectivity measures may be relatively susceptible to site and cohort variability and that some previous inconsistencies in the ASD ReHo literature may be reconciled by more careful consideration of eye status.

Entities:  

Keywords:  Autism spectrum disorder; Cingulate gyrus; Default mode network; Functional MRI; Local connectivity; Visual cortex

Mesh:

Year:  2018        PMID: 28197860      PMCID: PMC5628079          DOI: 10.1007/s11682-017-9678-y

Source DB:  PubMed          Journal:  Brain Imaging Behav        ISSN: 1931-7557            Impact factor:   3.978


  86 in total

1.  Altered intrinsic functional connectivity of anterior and posterior insula regions in high-functioning participants with autism spectrum disorder.

Authors:  Sjoerd J H Ebisch; Vittorio Gallese; Roel M Willems; Dante Mantini; Wouter B Groen; Gian Luca Romani; Jan K Buitelaar; Harold Bekkering
Journal:  Hum Brain Mapp       Date:  2010-07-19       Impact factor: 5.038

2.  Functional differentiation of posterior superior temporal sulcus in autism: a functional connectivity magnetic resonance imaging study.

Authors:  Patricia Shih; Brandon Keehn; Jessica K Oram; Kelly M Leyden; Christopher L Keown; Ralph-Axel Müller
Journal:  Biol Psychiatry       Date:  2011-05-24       Impact factor: 13.382

3.  Single stimulus fMRI produces a neural individual difference measure for Autism Spectrum Disorder.

Authors:  James Lu; Ken Kishida; Josepheen De Asis Cruz; Terry Lohrenz; Diane Treadwell Deering; Michael Beauchamp; P Read Montague
Journal:  Clin Psychol Sci       Date:  2015-01-16

Review 4.  Brain connectivity and high functioning autism: a promising path of research that needs refined models, methodological convergence, and stronger behavioral links.

Authors:  Marlies E Vissers; Michael X Cohen; Hilde M Geurts
Journal:  Neurosci Biobehav Rev       Date:  2011-09-24       Impact factor: 8.989

5.  Local functional overconnectivity in posterior brain regions is associated with symptom severity in autism spectrum disorders.

Authors:  Christopher Lee Keown; Patricia Shih; Aarti Nair; Nick Peterson; Mark Edward Mulvey; Ralph-Axel Müller
Journal:  Cell Rep       Date:  2013-11-07       Impact factor: 9.423

Review 6.  The Mechanisms Underlying the ASD Advantage in Visual Search.

Authors:  Zsuzsa Kaldy; Ivy Giserman; Alice S Carter; Erik Blaser
Journal:  J Autism Dev Disord       Date:  2016-05

Review 7.  Proficiency of individuals with autism spectrum disorder at disembedding figures: A systematic review.

Authors:  Chiara Horlin; Melissa Black; Marita Falkmer; Torbjorn Falkmer
Journal:  Dev Neurorehabil       Date:  2014-03-20       Impact factor: 2.308

8.  Increased Functional Connectivity Between Subcortical and Cortical Resting-State Networks in Autism Spectrum Disorder.

Authors:  Leonardo Cerliani; Maarten Mennes; Rajat M Thomas; Adriana Di Martino; Marc Thioux; Christian Keysers
Journal:  JAMA Psychiatry       Date:  2015-08       Impact factor: 21.596

9.  Neuropathology of the anterior midcingulate cortex in young children with autism.

Authors:  Neha Uppal; Bridget Wicinski; Joseph D Buxbaum; Helmut Heinsen; Christoph Schmitz; Patrick R Hof
Journal:  J Neuropathol Exp Neurol       Date:  2014-09       Impact factor: 3.685

Review 10.  The role of the posterior cingulate cortex in cognition and disease.

Authors:  Robert Leech; David J Sharp
Journal:  Brain       Date:  2013-07-18       Impact factor: 13.501

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  21 in total

1.  Reduced Local and Increased Long-Range Functional Connectivity of the Thalamus in Autism Spectrum Disorder.

Authors:  Dardo Tomasi; Nora D Volkow
Journal:  Cereb Cortex       Date:  2019-02-01       Impact factor: 5.357

2.  Transient states of network connectivity are atypical in autism: A dynamic functional connectivity study.

Authors:  Lisa E Mash; Annika C Linke; Lindsay A Olson; Inna Fishman; Thomas T Liu; Ralph-Axel Müller
Journal:  Hum Brain Mapp       Date:  2019-01-25       Impact factor: 5.038

Review 3.  Multimodal approaches to functional connectivity in autism spectrum disorders: An integrative perspective.

Authors:  Lisa E Mash; Maya A Reiter; Annika C Linke; Jeanne Townsend; Ralph-Axel Müller
Journal:  Dev Neurobiol       Date:  2017-12-27       Impact factor: 3.964

4.  Distinct Patterns of Atypical Functional Connectivity in Lower-Functioning Autism.

Authors:  Maya A Reiter; Lisa E Mash; Annika C Linke; Christopher H Fong; Inna Fishman; Ralph-Axel Müller
Journal:  Biol Psychiatry Cogn Neurosci Neuroimaging       Date:  2018-08-30

5.  Performance of machine learning classification models of autism using resting-state fMRI is contingent on sample heterogeneity.

Authors:  Maya A Reiter; Afrooz Jahedi; A R Jac Fredo; Inna Fishman; Barbara Bailey; Ralph-Axel Müller
Journal:  Neural Comput Appl       Date:  2020-07-24       Impact factor: 5.606

6.  Co-activation pattern alterations in autism spectrum disorder-A volume-wise hierarchical clustering fMRI study.

Authors:  Jyri-Johan Paakki; Jukka S Rahko; Aija Kotila; Marja-Leena Mattila; Helena Miettunen; Tuula M Hurtig; Katja K Jussila; Sanna Kuusikko-Gauffin; Irma K Moilanen; Osmo Tervonen; Vesa J Kiviniemi
Journal:  Brain Behav       Date:  2021-05-16       Impact factor: 2.708

7.  Blood Oxygen Level-Dependent Lag Patterns Differ Between Rest and Task Conditions, but Are Largely Typical in Autism.

Authors:  Lisa E Mash; Annika C Linke; Yangfeifei Gao; Molly Wilkinson; Michael A Olson; R Joanne Jao Keehn; Ralph-Axel Müller
Journal:  Brain Connect       Date:  2021-09-03

8.  Eyes-Open and Eyes-Closed Resting States With Opposite Brain Activity in Sensorimotor and Occipital Regions: Multidimensional Evidences From Machine Learning Perspective.

Authors:  Jie Wei; Tong Chen; Chuandong Li; Guangyuan Liu; Jiang Qiu; Dongtao Wei
Journal:  Front Hum Neurosci       Date:  2018-10-18       Impact factor: 3.169

9.  Resting-state abnormalities in Autism Spectrum Disorders: A meta-analysis.

Authors:  Way K W Lau; Mei-Kei Leung; Benson W M Lau
Journal:  Sci Rep       Date:  2019-03-07       Impact factor: 4.379

10.  Evaluation of Altered Functional Connections in Male Children With Autism Spectrum Disorders on Multiple-Site Data Optimized With Machine Learning.

Authors:  Giovanna Spera; Alessandra Retico; Paolo Bosco; Elisa Ferrari; Letizia Palumbo; Piernicola Oliva; Filippo Muratori; Sara Calderoni
Journal:  Front Psychiatry       Date:  2019-09-20       Impact factor: 4.157

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