Literature DB >> 29602272

Connectivity dynamics in typical development and its relationship to autistic traits and autism spectrum disorder.

Barnaly Rashid1, Laura M E Blanken2,3, Ryan L Muetzel2,3,4, Robyn Miller5, Eswar Damaraju5,6, Mohammad R Arbabshirani7, Erik B Erhardt8, Frank C Verhulst3, Aad van der Lugt9, Vincent W V Jaddoe2,4,10, Henning Tiemeier3,4, Tonya White2,3,9, Vince Calhoun5,6.   

Abstract

Recent advances in neuroimaging techniques have provided significant insights into developmental trajectories of human brain function. Characterizations of typical neurodevelopment provide a framework for understanding altered neurodevelopment, including differences in brain function related to developmental disorders and psychopathology. Historically, most functional connectivity studies of typical and atypical development operate under the assumption that connectivity remains static over time. We hypothesized that relaxing stationarity assumptions would reveal novel features of both typical brain development related to children on the autism spectrum. We employed a "chronnectomic" (recurring, time-varying patterns of connectivity) approach to evaluate transient states of connectivity using resting-state functional MRI in a population-based sample of 774 6- to 10-year-old children. Dynamic connectivity was evaluated using a sliding-window approach, and revealed four transient states. Internetwork connectivity increased with age in modularized dynamic states, illustrating an important pattern of connectivity in the developing brain. Furthermore, we demonstrated that higher levels of autistic traits and ASD diagnosis were associated with longer dwell times in a globally disconnected state. These results provide a roadmap to the chronnectomic organization of the developing brain and suggest that characteristics of functional brain connectivity are related to children on the autism spectrum.
© 2018 Wiley Periodicals, Inc.

Entities:  

Keywords:  autism spectrum disorder; functional connectivity dynamics; independent component analysis; resting-state fMRI; typical development

Mesh:

Year:  2018        PMID: 29602272      PMCID: PMC6045960          DOI: 10.1002/hbm.24064

Source DB:  PubMed          Journal:  Hum Brain Mapp        ISSN: 1065-9471            Impact factor:   5.038


  56 in total

1.  Frequencies contributing to functional connectivity in the cerebral cortex in "resting-state" data.

Authors:  D Cordes; V M Haughton; K Arfanakis; J D Carew; P A Turski; C H Moritz; M A Quigley; M E Meyerand
Journal:  AJNR Am J Neuroradiol       Date:  2001-08       Impact factor: 3.825

2.  Validating the independent components of neuroimaging time series via clustering and visualization.

Authors:  Johan Himberg; Aapo Hyvärinen; Fabrizio Esposito
Journal:  Neuroimage       Date:  2004-07       Impact factor: 6.556

Review 3.  Developmental trajectories during adolescence in males and females: a cross-species understanding of underlying brain changes.

Authors:  Heather C Brenhouse; Susan L Andersen
Journal:  Neurosci Biobehav Rev       Date:  2011-05-12       Impact factor: 8.989

Review 4.  Brain development in children and adolescents: insights from anatomical magnetic resonance imaging.

Authors:  Rhoshel K Lenroot; Jay N Giedd
Journal:  Neurosci Biobehav Rev       Date:  2006-08-02       Impact factor: 8.989

5.  An information-maximization approach to blind separation and blind deconvolution.

Authors:  A J Bell; T J Sejnowski
Journal:  Neural Comput       Date:  1995-11       Impact factor: 2.026

6.  Developmental stages and sex differences of white matter and behavioral development through adolescence: a longitudinal diffusion tensor imaging (DTI) study.

Authors:  Daniel J Simmonds; Michael N Hallquist; Miya Asato; Beatriz Luna
Journal:  Neuroimage       Date:  2013-12-31       Impact factor: 6.556

7.  Time-frequency dynamics of resting-state brain connectivity measured with fMRI.

Authors:  Catie Chang; Gary H Glover
Journal:  Neuroimage       Date:  2009-12-16       Impact factor: 6.556

8.  Shared and idiosyncratic cortical activation patterns in autism revealed under continuous real-life viewing conditions.

Authors:  Uri Hasson; Galia Avidan; Hagar Gelbard; Ignacio Vallines; Michal Harel; Nancy Minshew; Marlene Behrmann
Journal:  Autism Res       Date:  2009-08       Impact factor: 5.216

9.  Diagnosis of Autism Spectrum Disorders Using Temporally Distinct Resting-State Functional Connectivity Networks.

Authors:  Chong-Yaw Wee; Pew-Thian Yap; Dinggang Shen
Journal:  CNS Neurosci Ther       Date:  2016-01-29       Impact factor: 5.243

10.  Decreased hemispheric connectivity and decreased intra- and inter- hemisphere asymmetry of resting state functional network connectivity in schizophrenia.

Authors:  O Agcaoglu; R Miller; E Damaraju; B Rashid; J Bustillo; M S Cetin; T G M Van Erp; S McEwen; A Preda; J M Ford; K O Lim; D S Manoach; D H Mathalon; S G Potkin; V D Calhoun
Journal:  Brain Imaging Behav       Date:  2018-06       Impact factor: 3.978

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  32 in total

1.  Disrupted Functional and Structural Connectivity in Angelman Syndrome.

Authors:  H M Yoon; Y Jo; W H Shim; J S Lee; T S Ko; J H Koo; M S Yum
Journal:  AJNR Am J Neuroradiol       Date:  2020-05-07       Impact factor: 3.825

2.  Functional Connectivities Are More Informative Than Anatomical Variables in Diagnostic Classification of Autism.

Authors:  Aina Eill; Afrooz Jahedi; Yangfeifei Gao; Jiwandeep S Kohli; Christopher H Fong; Seraphina Solders; Ruth A Carper; Faramarz Valafar; Barbara A Bailey; Ralph-Axel Müller
Journal:  Brain Connect       Date:  2019-08-23

3.  Flourishing in children with autism spectrum disorders.

Authors:  Claudia L Hilton; Karen Ratcliff; Diane M Collins; Joanne Flanagan; Ickpyo Hong
Journal:  Autism Res       Date:  2019-03-26       Impact factor: 5.216

4.  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 5.  Neurodevelopmental Outcomes of Prenatal Preeclampsia Exposure.

Authors:  Serena B Gumusoglu; Akanksha S S Chilukuri; Donna A Santillan; Mark K Santillan; Hanna E Stevens
Journal:  Trends Neurosci       Date:  2020-03-06       Impact factor: 13.837

Review 6.  Brain Mechanisms Supporting Flexible Cognition and Behavior in Adolescents With Autism Spectrum Disorder.

Authors:  Lucina Q Uddin
Journal:  Biol Psychiatry       Date:  2020-05-20       Impact factor: 13.382

7.  Resting state connectivity differences in eyes open versus eyes closed conditions.

Authors:  Oktay Agcaoglu; Tony W Wilson; Yu-Ping Wang; Julia Stephen; Vince D Calhoun
Journal:  Hum Brain Mapp       Date:  2019-02-05       Impact factor: 5.399

8.  Connectivity dynamics in typical development and its relationship to autistic traits and autism spectrum disorder.

Authors:  Barnaly Rashid; Laura M E Blanken; Ryan L Muetzel; Robyn Miller; Eswar Damaraju; Mohammad R Arbabshirani; Erik B Erhardt; Frank C Verhulst; Aad van der Lugt; Vincent W V Jaddoe; Henning Tiemeier; Tonya White; Vince Calhoun
Journal:  Hum Brain Mapp       Date:  2018-03-30       Impact factor: 5.038

9.  Towards a brain-based predictome of mental illness.

Authors:  Barnaly Rashid; Vince Calhoun
Journal:  Hum Brain Mapp       Date:  2020-05-06       Impact factor: 5.038

Review 10.  Atypical core-periphery brain dynamics in autism.

Authors:  Dipanjan Roy; Lucina Q Uddin
Journal:  Netw Neurosci       Date:  2021-04-27
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