Wavelet based features of EEG power spectra analysis in children with borderline intellectual functioning
10.3760/cma.j.issn.1674-6554.2018.07.006
- VernacularTitle: 边缘智力儿童小波变换脑电频谱特征的研究
- Author:
Ling MA
1
;
Jing CAI
1
;
Yanling REN
1
;
Yili ZHANG
1
;
Yuqi CHEN
1
;
Peng GAO
1
;
Suhong WANG
1
Author Information
1. Department of Neuroscience, The Third Affiliated Hospital of Soochow University, Changzhou 213003, China
- Publication Type:Clinical Trail
- Keywords:
Borderline intellectual functioning;
EEG power spectra;
Wavelet transform;
Children
- From:
Chinese Journal of Behavioral Medicine and Brain Science
2018;27(7):604-608
- CountryChina
- Language:Chinese
-
Abstract:
Objective:To investigate the features of absolute electroencephalogram (EEG) power spectra in children with borderline intellectual functioning (BIF) as well as their correlation with cognitive function and behavioral problems.
Methods:30 children with borderline intellectual functioning and 42 typical developing children (TDC) were recruited in this study. All of them underwent the Chinese Revised Wechsler Intelligence Scale for Children (C-WISC) and their behavioral problems were assessed according to the Conners’ Parent Symptom Questionnaire (PSQ). Resting EEG of 128 electrodes were recorded when the participants closed their eyes and analyzed using wavelet transform to assess the absolute power of alpha, beta, theta, gamma and theta/beta ratio (TBR).
Results:(1)PSQ scores of BIF (conduct problems(0.78±0.16), learning problems(1.53±0.14), psychosomatic disorder(0.17±0.04), impulsivity-hyperactivit(1.13±0.14), anxious(0.52±0.08), hyperactivity inde(1.04±0.10))were higher than TDC(conduct problems(0.21±0.03), learning problems(0.35±0.05), psychosomatic disorder(0.07±0.02), impulsivity-hyperactivit(0.27±0.05), anxious(0.26±0.03), hyperactivity index(0.25±0.04)), and the difference was statistically significant(P<0.05). (2)alpha band: the main effects of the two groups on the left and right hemisphere (F=14.44, P<0.01)and the anterior and posterior hemispheres (F=29.54, P<0.01) were significant.The interaction effect between the left and right hemisphere and the anterior and posteriorm hemispheres was significant(F=8.55, P<0.01). The activity of the alpha wave was significant in the right posterior hemisphere.(3)The main effects of the two groups on the left and right hemispheres (F=6.49, P=0.01)and the anterior and posterior hemispheres(F=8.01, P=0.01) were significant.The two groups had significant interaction effects between the left and right hemisphere and the type(F=5.84, P=0.02). The interaction between the left and right hemisphere and anterior and posterior hemispheres was significant(F=10.51, P<0.01). The activity of the right anterior and right posterior parts was more significant.(4)delta band: the main effects of the two groups were significant in the anterior and posterior hemispheres(F=11.15, P<0.01), and the activities in the anterior hemisphere were larger than those in the posterior hemisphere.(5)TBR: the main effects of the two groups were significant in the anterior and posterior hemispheres(F=4.80, P=0.03). The TBR of the two groups was statistically significant in the right hemisphere(t=2.61, P=0.01).
Conclusion:The TBR activity of BIF on the right was higher than TDC.The increased TBR activity in the right hemisphere of BIF may be a neurobiological basis for cognitive impairment such as adaptive behavior disorder and executive function.
