Development of frontoparietal connectivity predicts longitudinal symptom changes in young people with autism spectrum disorder.
Journal
Translational psychiatry
ISSN: 2158-3188
Titre abrégé: Transl Psychiatry
Pays: United States
ID NLM: 101562664
Informations de publication
Date de publication:
12 02 2019
12 02 2019
Historique:
received:
25
12
2018
accepted:
02
01
2019
entrez:
14
2
2019
pubmed:
14
2
2019
medline:
16
1
2020
Statut:
epublish
Résumé
Structural neuroimaging studies suggest altered brain maturation in autism spectrum disorder (ASD) compared with typically developing controls (TDC). However, the prognostic value of whole-brain structural connectivity analysis in ASD has not been established. Diffusion magnetic imaging data were acquired in 27 high-functioning young ASD participants (2 females) and 29 age-matched TDC (12 females; age 8-18 years) at baseline and again following 3-7 years. Whole-brain structural connectomes were reconstructed from these data and analyzed using a longitudinal statistical model. We identified distinct patterns of widespread brain connections that exhibited either significant increases or decreases in connectivity over time (p < 0.001). There was a significant interaction between diagnosis and time in brain development (p < 0.001). This was expressed by a decrease in structural connectivity within the frontoparietal network-and its broader connectivity-in ASD during adolescence and early adulthood. Conversely, these connections increased with time in TDC. Crucially, stronger baseline connectivity in this subnetwork predicted a lower symptom load at follow-up (p = 0.048), independent of the expression of symptoms at baseline. Our findings suggest a clinically meaningful relationship between the atypical development of frontoparietal structural connections and the dynamics of the autism phenotype through early adulthood. These results highlight a potential marker of future outcome.
Identifiants
pubmed: 30755585
doi: 10.1038/s41398-019-0418-5
pii: 10.1038/s41398-019-0418-5
pmc: PMC6372645
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
86Subventions
Organisme : Ministry of Science and Technology, Taiwan (Ministry of Science and Technology of Taiwan)
ID : NSC 101-2314-B-002-136-MY3
Pays : International
Organisme : Ministry of Science and Technology, Taiwan (Ministry of Science and Technology of Taiwan)
ID : MOST106-2918-I-002-019
Pays : International
Organisme : National Health Research Institutes (NHRI)
ID : NHRI-EX104-10404PI, NHRI-EX105-10404PI, NHRI-EX106-10404PI
Pays : International
Organisme : Department of Health | National Health and Medical Research Council (NHMRC)
ID : APP1099082
Pays : International
Organisme : Department of Health | National Health and Medical Research Council (NHMRC)
ID : APP118153
Pays : International
Organisme : Department of Health | National Health and Medical Research Council (NHMRC)
ID : APP10371296
Pays : International
Organisme : Department of Health | National Health and Medical Research Council (NHMRC)
ID : APP1095227
Pays : International
Organisme : Department of Health | National Health and Medical Research Council (NHMRC)
ID : APP1138711
Pays : International
Références
Magn Reson Med. 2005 Dec;54(6):1377-86
pubmed: 16247738
Dev Cogn Neurosci. 2017 Jun;25:5-11
pubmed: 28233663
Sci Data. 2017 Mar 14;4:170010
pubmed: 28291247
Am J Psychiatry. 2018 Jan 1;175(1):54-62
pubmed: 28817944
Neuron. 2014 Sep 17;83(6):1335-53
pubmed: 25233316
Am J Psychiatry. 2012 Jun;169(6):589-600
pubmed: 22362397
PLoS One. 2013 Nov 15;8(11):e80713
pubmed: 24348913
Autism Res. 2017 Oct;10(10):1606-1620
pubmed: 28503904
Sci China Life Sci. 2015 Oct;58(10):1010-5
pubmed: 26335732
Psychiatry Clin Neurosci. 2010 Feb;64(1):70-8
pubmed: 19968831
Neuroimage. 2011 Apr 1;55(3):1054-62
pubmed: 21232611
Curr Opin Psychiatry. 2017 Mar;30(2):69-76
pubmed: 28067726
J Autism Dev Disord. 2012 Nov;42(11):2312-22
pubmed: 22350341
Biol Psychiatry. 2017 Aug 1;82(3):176-185
pubmed: 28460842
Proc Natl Acad Sci U S A. 2015 Dec 1;112(48):E6699-706
pubmed: 26627261
Neuroimage. 2013 Nov 1;81:503-504
pubmed: 23583356
Neuroimage. 2010 Dec;53(4):1197-207
pubmed: 20600983
Trends Cogn Sci. 2017 Sep;21(9):703-717
pubmed: 28610804
Nat Neurosci. 2016 Jan;19(1):165-71
pubmed: 26595653
Autism Res. 2012 Oct;5(5):289-313
pubmed: 22786754
Hum Brain Mapp. 2015 Sep;36(9):3441-58
pubmed: 26046781
J Neurosci Res. 2017 Jan 2;95(1-2):380-397
pubmed: 27870420
J Neurosci. 2015 Jun 17;35(24):9078-87
pubmed: 26085632
Nat Rev Neurosci. 2008 Dec;9(12):947-57
pubmed: 19002191
Neuroimage. 2016 Nov 15;142:407-420
pubmed: 27364472
Cereb Cortex. 2018 Sep 1;28(9):3095-3114
pubmed: 28981612
Am J Psychiatry. 2005 Jul;162(7):1344-50
pubmed: 15994718
Am J Psychiatry. 2018 Apr 1;175(4):359-369
pubmed: 29145754
Neuroimage. 2017 Jan 15;145(Pt A):118-129
pubmed: 27666386
Autism Res. 2015 Feb;8(1):82-93
pubmed: 25381736
Mol Autism. 2015 Mar 11;6:15
pubmed: 25774283
Lancet Neurol. 2015 Nov;14(11):1121-34
pubmed: 25891007
Neuroscientist. 2014 Dec;20(6):652-64
pubmed: 24622818
J Neurosci Res. 2017 Jan 2;95(1-2):189-199
pubmed: 27870413