Decreased brain iron deposition based on quantitative susceptibility mapping correlates with reduced neurodevelopmental status in children with autism spectrum disorder

被引:0
|
作者
Du, Lei [1 ,2 ]
Ye, Fang [3 ]
Gao, Wenwen [1 ,4 ]
Yang, Aocai [1 ]
Luan, Jixin [1 ]
Xu, Manxi [1 ]
Lv, Kuan [1 ]
Hu, Pianpian [1 ]
Liu, Bing [1 ]
Yu, Hongwei [1 ]
Wang, Yuli [1 ]
Huang, Weijie [5 ]
Shu, Ni [5 ]
Ouyang, Gaoxiang [5 ]
Yin, Qian [6 ]
Shmuel, Amir [7 ,8 ]
Wang, Yunfeng [3 ]
Zhang, Qi [3 ]
Xu, Pengfei [3 ]
Ma, Guolin [1 ]
机构
[1] China Japan Friendship Hosp, Dept Radiol, 2 East Yinghua Rd, Chaoyang 100029, Peoples R China
[2] Peking Univ Canc Hosp & Inst, Key Lab Carcinogenesis & Translat Res, Dept Radiol, 52 Fucheng Rd,Haidian, Beijing 100142, Peoples R China
[3] China Japan Friendship Hosp, Dept Pediat, 2 East Yinghua Rd, Chaoyang 100029, Beijing, Peoples R China
[4] Peoples Liberat Army PLA Gen Hosp, Dept Radiol, Med Ctr 6, 6 Fucheng Rd, Haidian 100048, Beijing, Peoples R China
[5] Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, 19 Xinjiekouwai Rd, Beijing 100875, Peoples R China
[6] Beijing Normal Univ, Sch Artificial Intelligence, 19 Xinjiekouwai Rd, Haidian 100875, Beijing, Peoples R China
[7] McGill Univ, Montreal Neurol Inst, McConnell Brain Imaging Ctr, 45 Sherbrooke St, Montreal, PQ, Canada
[8] McGill Univ, Dept Neurol & Neurosurg Physiol & Biomed Engn, 45 Sherbrooke St, Montreal, PQ, Canada
基金
中国国家自然科学基金;
关键词
quantitative susceptibility mapping; autism spectrum disorder; Gesell developmental schedules; Autism behavior checklist; iron; WHITE-MATTER; IN-VIVO; PHASE; ENLARGEMENT; LIFE; QSM;
D O I
10.1093/cercor/bhae081
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
To investigate potential correlations between the susceptibility values of certain brain regions and the severity of disease or neurodevelopmental status in children with autism spectrum disorder (ASD), 18 ASD children and 15 healthy controls (HCs) were recruited. The neurodevelopmental status was assessed by the Gesell Developmental Schedules (GDS) and the severity of the disease was evaluated by the Autism Behavior Checklist (ABC). Eleven brain regions were selected as regions of interest and the susceptibility values were measured by quantitative susceptibility mapping. To evaluate the diagnostic capacity of susceptibility values in distinguishing ASD and HC, the receiver operating characteristic (ROC) curve was computed. Pearson and Spearman partial correlation analysis were used to depict the correlations between the susceptibility values, the ABC scores, and the GDS scores in the ASD group. ROC curves showed that the susceptibility values of the left and right frontal white matter had a larger area under the curve in the ASD group. The susceptibility value of the right globus pallidus was positively correlated with the GDS-fine motor scale score. These findings indicated that the susceptibility value of the right globus pallidus might be a viable imaging biomarker for evaluating the neurodevelopmental status of ASD children.
引用
收藏
页码:63 / 71
页数:9
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