The morphometric co-atrophy networking of schizophrenia, autistic and obsessive spectrum disorders

被引:41
作者
Cauda, Franco [1 ,2 ,3 ]
Nani, Andrea [1 ,2 ,3 ,4 ,5 ]
Costa, Tommaso [1 ,2 ,3 ]
Palermo, Sara [6 ]
Tatu, Karina [1 ,2 ,3 ]
Manuello, Jordi [1 ,2 ,3 ]
Duca, Sergio [1 ,2 ]
Fox, Peter T. [7 ,8 ]
Keller, Roberto [9 ]
机构
[1] Univ Turin, Koelliker Hosp, GCS FMRI, Via Verdi 10, I-10124 Turin, Italy
[2] Univ Turin, Dept Psychol, Via Verdi 10, I-10124 Turin, Italy
[3] Univ Turin, Dept Psychol, Focus Lab, Turin, Italy
[4] Univ Birmingham, Michael Trimble Neuropsychiat Res Grp, Birmingham, W Midlands, England
[5] BSMHFT, Birmingham, W Midlands, England
[6] Univ Turin, Dept Neurosci, Turin, Italy
[7] Univ Texas Hlth Sci Ctr San Antonio, Res Imaging Inst, San Antonio, TX 78229 USA
[8] South Texas Vet Hlth Care Syst, San Antonio, TX USA
[9] DSM Local Hlth Unit ASL Citta Torino, Adult Autism Ctr, Turin, Italy
关键词
alteration propagation; anatomical covariance; autism spectrum disorder; co-alteration; co-athropy; damage spread; obsessive-compulsive spectrum disorder; pathoconnectivity; schizophrenia spectrum disorder; transdiagnostic approach; CHILDHOOD-ONSET SCHIZOPHRENIA; COGNITIVE CONTROL NETWORK; PSYCHIATRIC-DISORDERS; BIPOLAR DISORDER; NEURODEGENERATIVE DISEASES; COMPULSIVE DISORDER; DEVELOPMENTAL DISORDER; MATTER ABNORMALITIES; REPETITIVE BEHAVIOR; COMMUNITY STRUCTURE;
D O I
10.1002/hbm.23952
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
By means of a novel methodology that can statistically derive patterns of co-alterations distribution from voxel-based morphological data, this study analyzes the patterns of brain alterations of three important psychiatric spectrathat is, schizophrenia spectrum disorder (SCZD), autistic spectrum disorder (ASD), and obsessive-compulsive spectrum disorder (OCSD). Our analysis provides five important results. First, in SCZD, ASD, and OCSD brain alterations do not distribute randomly but, rather, follow network-like patterns of co-alteration. Second, the clusters of co-altered areas form a net of alterations that can be defined as morphometric co-alteration network or co-atrophy network (in the case of gray matter decreases). Third, within this network certain cerebral areas can be identified as pathoconnectivity hubs, the alteration of which is supposed to enhance the development of neuronal abnormalities. Fourth, within the morphometric co-atrophy network of SCZD, ASD, and OCSD, a subnetwork composed of eleven highly connected nodes can be distinguished. This subnetwork encompasses the anterior insulae, inferior frontal areas, left superior temporal areas, left parahippocampal regions, left thalamus and right precentral gyri. Fifth, the co-altered areas also exhibit a normal structural covariance pattern which overlaps, for some of these areas (like the insulae), the co-alteration pattern. These findings reveal that, similarly to neurodegenerative diseases, psychiatric disorders are characterized by anatomical alterations that distribute according to connectivity constraints so as to form identifiable morphometric co-atrophy patterns.
引用
收藏
页码:1898 / 1928
页数:31
相关论文
共 154 条
[1]   Network diffusion accurately models the relationship between structural and functional brain connectivity networks [J].
Abdelnour, Farras ;
Voss, Henning U. ;
Raj, Ashish .
NEUROIMAGE, 2014, 90 :335-347
[2]   Describing functional diversity of brain regions and brain networks [J].
Anderson, Michael L. ;
Kinnison, Josh ;
Pessoa, Luiz .
NEUROIMAGE, 2013, 73 :50-58
[3]  
[Anonymous], MAGNETIC RESONANCE M
[4]  
[Anonymous], FREQUENT COMORBIDITY
[5]  
[Anonymous], ADV NEURAL INFORM PR
[6]  
[Anonymous], 2017, AUTISM RES
[7]  
[Anonymous], NEUROPSYCHOPHARMACOL
[8]  
[Anonymous], 2007, TR07JA2 FMRIB
[9]  
[Anonymous], CASE SERIES AUTISM O
[10]  
[Anonymous], NEURAL PLAST