Cortical thickness differences are associated with cellular component morphogenesis of astrocytes and excitatory neurons in nonsuicidal self-injuring youth

被引:7
作者
Cai, Suping [1 ]
Guo, Zitong [1 ]
Wang, Xuwen [1 ]
Huang, Kexin [1 ]
Yuan, Kai [1 ,2 ,3 ,4 ]
Huang, Liyu [1 ]
机构
[1] Xidian Univ, Sch Life Sci & Technol, Xian 710071, Shaanxi, Peoples R China
[2] Xidian Univ, Sch Life Sci & Technol, Engn Res Ctr Mol & Neuro Imaging, Minist Educ, Xian 710071, Shaanxi, Peoples R China
[3] Inner Mongolia Univ Sci & Technol, Informat Proc Lab, Sch Informat Engn, Baotou 014010, Inner Mongolia, Peoples R China
[4] Xidian Univ, Sch Life Sci & Technol, Xian Key Lab Intelligent Sensing & Regulat Trans, Xian 710126, Shaanxi, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
structural magnetic resonance images; differences in cortical thickness; partial least squares regression; cellular component morphogenesis; excitatory neuron; SURFACE-AREA; HUMAN BRAIN; RECEPTORS; DISORDER; NUMBERS; CELLS;
D O I
10.1093/cercor/bhac103
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Nonsuicidal self-injury (NSSI) generally occurs in youth and probably progresses to suicide. An examination of cortical thickness differences (Delta CT) between NSSI individuals and controls is crucial to investigate potential neurobiological correlates. Notably, Delta CT are influenced by specific genetic factors, and a large proportion of cortical thinning is associated with the expression of genes that overlap in astrocytes and pyramidal cells. However, in NSSI youth, the mechanisms underlying the relations between the genetic and cell type-specific transcriptional signatures to Delta CT are unclear. Here, we studied the genetic association of Delta CT in NSSI youth by performing a partial least-squares regression (PLSR) analysis of gene expression data and 3D-T1 brain images of 45 NSSI youth and 75 controls. We extracted the top-10 Gene Ontology terms for the enrichment results of upregulated PLS component 1 genes related to Delta CT to conduct the cell-type classification and enrichment analysis. Enrichment of cell type-specific genes shows that cellular component morphogenesis of astrocytes and excitatory neurons accounts for the observed NSSI-specific Delta CT. We validated the main results in independent datasets to verify the robustness and specificity. We concluded that the brain Delta CT is associated with cellular component morphogenesis of astrocytes and excitatory neurons in NSSI youth.
引用
收藏
页码:811 / 822
页数:12
相关论文
共 57 条
[1]   Transcriptional and imaging-genetic association of cortical interneurons, brain function, and schizophrenia risk [J].
Anderson, Kevin M. ;
Collins, Meghan A. ;
Chin, Rowena ;
Ge, Tian ;
Rosenberg, Monica D. ;
Holmes, Avram J. .
NATURE COMMUNICATIONS, 2020, 11 (01)
[2]   Gene expression links functional networks across cortex and striatum [J].
Anderson, Kevin M. ;
Krienen, Fenna M. ;
Choi, Eun Young ;
Reinen, Jenna M. ;
Yeo, B. T. Thomas ;
Holmes, Avram J. .
NATURE COMMUNICATIONS, 2018, 9
[3]   Regional grey matter volume reduction in adolescents engaging in non-suicidal self-injury [J].
Ando, Ayaka ;
Reichl, Corinna ;
Scheu, Friederike ;
Bykova, Anastasia ;
Parzer, Peter ;
Resch, Franz ;
Brunner, Romuald ;
Kaess, Michael .
PSYCHIATRY RESEARCH-NEUROIMAGING, 2018, 280 :48-55
[4]  
Association A. P, 2013, Diagnostic and Statistical Manual of Mental Disorders, V5th, DOI [DOI 10.1176/APPI.BOOKS.9780890425596.DSM12, 10.1176/appi.books.9780890425596.dsm12]
[5]   Neural Correlates Associated With Suicide and Nonsuicidal Self-injury in Youth [J].
Auerbach, Randy P. ;
Pagliaccio, David ;
Allison, Grace O. ;
Alqueza, Kira L. ;
Alonso, Maria Fernanda .
BIOLOGICAL PSYCHIATRY, 2021, 89 (02) :119-133
[6]   Equal Numbers of Neuronal and Nonneuronal Cells Make the Human Brain an Isometrically Scaled-Up Primate Brain [J].
Azevedo, Frederico A. C. ;
Carvalho, Ludmila R. B. ;
Grinberg, Lea T. ;
Farfel, Jose Marcelo ;
Ferretti, Renata E. L. ;
Leite, Renata E. P. ;
Jacob Filho, Wilson ;
Lent, Roberto ;
Herculano-Houzel, Suzana .
JOURNAL OF COMPARATIVE NEUROLOGY, 2009, 513 (05) :532-541
[7]   An automated method for finding molecular complexes in large protein interaction networks [J].
Bader, GD ;
Hogue, CW .
BMC BIOINFORMATICS, 2003, 4 (1)
[8]   Self-injuring adolescent girls exhibit insular cortex volumetric abnormalities that are similar to those seen in adults with borderline personality disorder [J].
Beauchaine, Theodore P. ;
Sauder, Colin L. ;
Derbidge, Christina M. ;
Uyeji, Lauren L. .
DEVELOPMENT AND PSYCHOPATHOLOGY, 2019, 31 (04) :1203-1212
[9]   Hierarchy of transcriptomic specialization across human cortex captured by structural neuroimaging topography [J].
Burt, Joshua B. ;
Demirtas, Murat ;
Eckner, William J. ;
Navejar, Natasha M. ;
Ji, Jie Lisa ;
Martin, William J. ;
Bernacchia, Alberto ;
Anticevic, Alan ;
Murray, John D. .
NATURE NEUROSCIENCE, 2018, 21 (09) :1251-+
[10]   Cortical Thickness Differences Are Associated With Chemical Synaptic Transmission Upregulated Genes in Degeneration of Mild Cognitive Impairment [J].
Cai, Suping ;
Huang, Kexin ;
Yang, Fan ;
Wang, Xuwen ;
Wu, Sijia ;
Wang, Yubo ;
Huang, Liyu .
FRONTIERS IN AGING NEUROSCIENCE, 2021, 13