Altered white matter structural networks in drug-naive patients with obsessive-compulsive disorder

被引:11
作者
Zhou, Cong [1 ]
Ping, Liangliang [2 ]
Chen, Wei [3 ]
He, Mengxin [1 ]
Xu, Jian [4 ]
Shen, Zonglin [1 ]
Lu, Yi [3 ]
Shang, Binli [1 ]
Xu, Xiufeng [1 ]
Cheng, Yuqi [1 ,5 ]
机构
[1] Kunming Med Univ, Dept Psychiat, Affiliated Hosp 1, Kunming 650032, Yunnan, Peoples R China
[2] Xiamen Xianyue Hosp, Dept Psychiat, Xiamen 361000, Peoples R China
[3] Kunming Med Univ, Dept Med Imaging, Affiliated Hosp 1, Kunming 650032, Yunnan, Peoples R China
[4] Kunming Med Univ, Affiliated Hosp 1, Dept Internal Med, Kunming 650032, Yunnan, Peoples R China
[5] NHC Key Lab Drug Addict Med, Kunming 650032, Yunnan, Peoples R China
基金
中国国家自然科学基金;
关键词
Obsessive-compulsive disorder; Diffusion tensor imaging; Structural networks; Rich-club; Graph theory; GRAPH-THEORETICAL ANALYSIS; MAJOR DEPRESSIVE DISORDER; RICH-CLUB ORGANIZATION; ABNORMAL TOPOLOGICAL ORGANIZATION; DIFFUSION TENSOR TRACTOGRAPHY; FUNCTIONAL CONNECTIVITY; UNMEDICATED PATIENTS; BRAIN; CONNECTOME; ARCHITECTURE;
D O I
10.1007/s11682-020-00278-7
中图分类号
R445 [影像诊断学];
学科分类号
100207 ;
摘要
White matter (WM) alteration is considered to be a vital neurological mechanism of obsessive-compulsive disorder (OCD). However, little is known regarding the changes in topological organization of WM structural network in OCD. We acquired diffusion tensor imaging (DTI) datasets from 28 drug-naive OCD patients and 28 well-matched healthy controls (HC). A deterministic fiber tracking approach was used to construct the whole-brain structural connectome. Group differences in global and nodal topological properties as well as rich-club organizations were compared by using graph theory analysis. The relationship between the altered network metrics and the Yale-Brown Obsessive-Compulsive Scale (Y-BOCS) was calculated. Compared with controls, OCD patients exhibited a significantly decreased small-worldness (sigma), normalized clustering coefficient (gamma) and shortest path length (L-p), as well as an increased global efficiency (E-glob). The nodal efficiency (E-nodal) was found to be reduced in the left middle frontal gyrus, and increased in the right parahippocampal gyrus and bilateral putamen in OCD patients. Besides, OCD patients showed increased rich-club, feeder and local connection strength, and the connection strength of the rich-club was positively correlated with the total Y-BOCS score. Our findings emphasized a central role for the complicatedly changed topological architecture of brain structural networks in the pathological mechanism underlying OCD.
引用
收藏
页码:700 / 710
页数:11
相关论文
共 70 条
[1]  
[Anonymous], 2007, Proceedings of the International Society for Magnetic Resonance in Medicine
[2]   Graph-theoretical analysis of resting-state fMRI in pediatric obsessive-compulsive disorder [J].
Armstrong, Casey C. ;
Moody, Teena D. ;
Feusner, Jamie D. ;
McCracken, James T. ;
Chang, Susanna ;
Levitt, Jennifer G. ;
Piacentini, John C. ;
O'Neill, Joseph .
JOURNAL OF AFFECTIVE DISORDERS, 2016, 193 :175-184
[3]   The pipeline system for Octave and Mat lab (PSOM): a lightweight scripting framework and execution engine for scientific workflows [J].
Bellec, Pierre ;
Lavoie-Courchesne, Sebastien ;
Dickinson, Phil ;
Lerch, Jason P. ;
Zijdenbos, Alex P. ;
Evans, Alan C. .
FRONTIERS IN NEUROINFORMATICS, 2012, 6
[4]   Widespread changes of white matter microstructure in obsessive-compulsive disorder: Effect of drug status [J].
Benedetti, Francesco ;
Giacosa, Chiara ;
Radaelli, Daniele ;
Poletti, Sara ;
Pozzi, Elena ;
Dallaspezia, Sara ;
Falini, Andrea ;
Smeraldi, Enrico .
EUROPEAN NEUROPSYCHOPHARMACOLOGY, 2013, 23 (07) :581-593
[5]   Changes in structural and functional connectivity among resting-state networks across the human lifespan [J].
Betzel, Richard F. ;
Byrge, Lisa ;
He, Ye ;
Goni, Joaquin ;
Zuo, Xi-Nian ;
Sporns, Olaf .
NEUROIMAGE, 2014, 102 :345-357
[6]   White matter microstructure in patients with obsessive-compulsive disorder [J].
Bora, Emre ;
Harrison, Ben J. ;
Fornito, Alex ;
Cocchi, Luca ;
Pujol, Jesus ;
Fontenelle, Leonardo F. ;
Velakoulis, Dennis ;
Pantelis, Christos ;
Yuecel, Murat .
JOURNAL OF PSYCHIATRY & NEUROSCIENCE, 2011, 36 (01) :42-46
[7]   Complex brain networks: graph theoretical analysis of structural and functional systems [J].
Bullmore, Edward T. ;
Sporns, Olaf .
NATURE REVIEWS NEUROSCIENCE, 2009, 10 (03) :186-198
[8]   Detecting rich-club ordering in complex networks [J].
Colizza, V ;
Flammini, A ;
Serrano, MA ;
Vespignani, A .
NATURE PHYSICS, 2006, 2 (02) :110-115
[9]   PANDA: a pipeline toolbox for analyzing brain diffusion images [J].
Cui, Zaixu ;
Zhong, Suyu ;
Xu, Pengfei ;
He, Yong ;
Gong, Gaolang .
FRONTIERS IN HUMAN NEUROSCIENCE, 2013, 7
[10]   Disrupted structural and functional brain networks in Alzheimer's disease [J].
Dai, Zhengjia ;
Lin, Qixiang ;
Li, Tao ;
Wang, Xiao ;
Yuan, Huishu ;
Yu, Xin ;
He, Yong ;
Wang, Huali .
NEUROBIOLOGY OF AGING, 2019, 75 :71-82