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

Author:

Du Lei12ORCID,Ye Fang3,Gao Wenwen14,Yang Aocai1,Luan Jixin1,Xu Manxi1,Lv Kuan1,Hu Pianpian1,Liu Bing1,Yu Hongwei1,Wang Yuli1,Huang Weijie5ORCID,Shu Ni5,Ouyang Gaoxiang5,Yin Qian6,Shmuel Amir78,Wang Yunfeng3,Zhang Qi3,Xu Pengfei3,Ma Guolin1

Affiliation:

1. China-Japan Friendship Hospital Department of Radiology, , No. 2 East Yinghua Road, Chaoyang, Beijing 100029, China

2. Peking University Cancer Hospital & Institute Department of Radiology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), , No. 52 Fucheng Road, Haidian, Beijing 100142, China

3. China-Japan Friendship Hospital Department of Pediatrics, , No. 2 East Yinghua Road, Chaoyang, Beijing 100029, China

4. Department of Radiology, the Sixth Medical Center of People's Liberation Army (PLA) General Hospital , No. 6 Fucheng Road, Haidian, Beijing 100048, China

5. Beijing Normal University State Key Laboratory of Cognitive Neuroscience and Learning, , No. 19 Xinjiekouwai Road, Haidian, Beijing 100875, China

6. Beijing Normal University School of Artificial Intelligence, , No. 19 Xinjiekouwai Road, Haidian, Beijing 100875, China

7. McGill University McConnell Brain Imaging Centre, Montreal Neurological Institute, , 45 Sherbrooke St W, Montreal, QC, Canada

8. McGill University Department of Neurology and Neurosurgery, Physiology, and Biomedical Engineering, , 45 Sherbrooke St W, Montreal, QC, Canada

Abstract

Abstract 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.

Funder

Capital’s Funds for Health Improvement and Research

Guangzhou Science and Technology Planning Project

STI2030-Major

National Natural Science Foundation of China

Publisher

Oxford University Press (OUP)

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