Cortical thickness alterations are associated with astrocytes and excitatory neuron-specific transcriptome signatures in pediatric bipolar disorder

Author:

Zhang Xiaotong12,Gao Weijia3,Cao Weifang2,Niu Jinpeng2,Guo Yongxin2,Cui Dong2,Yu Guanghui2,Dou Ruhai2,Jiao Qing12,Qiu Jianfeng2,Su Linyan4,Lu Guangming5

Affiliation:

1. Department of Radiology, The Second Affiliated Hospital of Shandong First Medical University , No. 706 Taishan Street, Tai’an 271000 , China

2. Department of Radiology, Shandong First Medical University and Shandong Academy of Medical Sciences , No. 619 Changcheng Road, Tai’an 271016 , China

3. Department of Child Psychology, The Children’ s Hospital, Zhejiang University School of Medicine , No. 3333 Binsheng Road, Hangzhou 310052 , China

4. Mental Health Institute of the Second Xiangya Hospital, Key Laboratory of Psychiatry and Mental Health of Hunan Province, Central South University , No. 139 Renmin Middle Road, Changsha 410011 , China

5. Department of Medical Imaging, Jinling Hospital, Clinical School of Medical College, Nanjing University , No. 305 Zhongshan Road, Nanjing 210002 , China

Abstract

Abstract Bipolar disorder (BD) is a heritable psychiatric disorder with a complex etiology that is often associated with cortical alterations. Morphometric studies in adults with BD are well established; however, few have examined cortical changes in pediatric BD (PBD). Additionally, the correlation between cortical thickness (CT) changes in PBD and gene expression remains elusive. Here, we performed an integrative analysis using neuroimaging data from 58 PBD individuals and the Allen human brain transcriptomic dataset. We applied partial least squares (PLS) regression analysis on structural MRI data and cortical gene expression, enrichment and specific cell type analysis to investigate the genetic correlates of CT alterations in PBD. We found the expression levels of PBD-related genes showed significant spatial correlations with CT differences. Further enrichment and specific cell type analysis revealed that transcriptome signatures associated with cortical thinning were enriched in synaptic signaling, ion channels, astrocytes, and excitatory neurons. Neurodevelopmental patterns of these genes showed significantly increased expression in the cerebellum, cortex, and subcortical regions during the adolescence period. These results highlight neurodevelopmental transcriptional changes could account for most of the observed correlations with CT differences in PBD, which offers a novel perspective to understand biological conceptualization mechanisms for the genetic correlates of CT alterations.

Funder

National Natural Science Foundation of China

Natural Science Foundation of Zhejiang Province

Taishan Scholars Program of Shandong Province

Academic Promotion Program of Shandong First Medical University

Publisher

Oxford University Press (OUP)

Subject

Cellular and Molecular Neuroscience,Cognitive Neuroscience

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