Infant EEG theta modulation predicts childhood intelligence

被引:46
作者
Jones, E. J. H. [1 ]
Goodwin, A. [2 ]
Orekhova, E. [3 ,4 ,9 ]
Charman, T. [2 ]
Dawson, G. [5 ]
Webb, S. J. [6 ,7 ,8 ]
Johnson, M. H. [1 ]
机构
[1] Birkbeck Univ London, Ctr Brain & Cognit Dev, Malet St, London WC1E 7HX, England
[2] Kings Coll London, Inst Psychiat, 16 De Crespigny Pk, London SE5 8AF, England
[3] Univ Gothenburg, MedTech West, Sahlgrenska Acad, Kungsgatan 12, SE-41119 Gothenburg, Sweden
[4] Univ Gothenburg, Inst Neurosci & Physiol, Sahlgrenska Acad, Kungsgatan 12, SE-41119 Gothenburg, Sweden
[5] Duke Univ, Duke Ctr Autism & Brain Dev, Dept Psychiat & Behav Sci, 4584 White Zone, Duke South, NC 27705 USA
[6] Univ Washington, Ctr Human Dev & Disabil, 1701 NE Columbia Rd, Seattle, WA 98195 USA
[7] Univ Washington, Dept Psychiat & Behav Sci, 2815 Eastlake Ave E, Seattle, WA 98102 USA
[8] Seattle Childrens Res Inst, Ctr Child Behav & Dev, 2001 Eighth Ave,Suite 400, Seattle, WA 98121 USA
[9] Moscow State Univ Psychol & Educ, MEG Ctr, Moscow 123290, Russia
基金
英国医学研究理事会; 欧盟地平线“2020”;
关键词
VISUAL RECOGNITION MEMORY; FRONTAL THETA; GAMMA OSCILLATIONS; DEFERRED IMITATION; YOUNG-CHILDREN; BRAIN ACTIVITY; ATTENTION; AUTISM; POWER; STABILITY;
D O I
10.1038/s41598-020-67687-y
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Intellectual functioning is a critical determinant of economic and personal productivity. Identifying early neural predictors of cognitive function in infancy will allow us to map the neurodevelopmental pathways that underpin individual differences in intellect. Here, in three different cohorts we investigate the association between a putative neurophysiological indicator of information encoding (change in frontal theta during a novel video) in infancy and later general cognitive outcome. In a discovery cohort of 12-month-old typically developing infants, we recorded EEG during presentation of dynamic movies of people and objects. Frontal theta power (3-6 Hz) significantly increased during the course of viewing each video. Critically, increase in frontal theta during viewing of a video was associated with a differential response to repetition of that specific video, confirming relation to learning. Further, individual differences in the magnitude of change in frontal theta power were related to concurrent nonverbal cognitive level. We then sought to extend this association in two independent samples enriched for variation in cognitive outcome due to the inclusion of infants at familial risk for autism. We observed similar patterns of theta EEG change at 12 months, and found a predictive relation to verbal and nonverbal cognitive skills measured at 2, 3 and 7 years of age. For the subset of high-risk infants later diagnosed with autism, infant theta EEG explained over 80% of the variance in nonverbal skills at age 3 years. We suggest that EEG theta change in infancy is an excellent candidate predictive biomarker that could yield substantial insight into the mechanisms that underlie individual differences in childhood intelligence, particularly in high risk populations.
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页数:10
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