Altered Inter-Subregion Connectivity of the Default Mode Network in Relapsing Remitting Multiple Sclerosis: A Functional and Structural Connectivity Study

被引:44
作者
Zhou, Fuqing [1 ,2 ]
Zhuang, Ying [3 ]
Gong, Honghan [1 ,2 ]
Wang, Bo [1 ]
Wang, Xing [1 ]
Chen, Qi [1 ]
Wu, Lin [1 ]
Wan, Hui [4 ]
机构
[1] Nanchang Univ, Affiliated Hosp 1, Dept Radiol, Nanchang, Jiangxi, Peoples R China
[2] Jiangxi Prov Med Imaging Res Inst, Nanchang, Jiangxi, Peoples R China
[3] Second Hosp Nanchang, Dept Oncol, Nanchang, Jiangxi, Peoples R China
[4] Nanchang Univ, Affiliated Hosp 1, Dept Neurol, Nanchang, Jiangxi, Peoples R China
基金
美国国家科学基金会;
关键词
COGNITIVE IMPAIRMENT; BRAIN; TRACTOGRAPHY; PATHOLOGY; DEMYELINATION; DYSFUNCTION; DISABILITY; MATTERS; DEEP;
D O I
10.1371/journal.pone.0101198
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background and Purpose: Little is known about the interactions between the default mode network (DMN) subregions in relapsing-remitting multiple sclerosis (RRMS). This study used diffusion tensor imaging (DTI) and resting-state functional MRI (rs-fMRI) to examine alterations of long white matter tracts in paired DMN subregions and their functional connectivity in RRMS patients. Methods: Twenty-four RRMS patients and 24 healthy subjects participated in this study. The fiber connections derived from DTI tractography and the temporal correlation coefficient derived from rs-fMRI were combined to examine the inter-subregion structural-functional connectivity (SC-FC) within the DMN and its correlations with clinical markers. Results: Compared with healthy subjects, the RRMS patients showed the following: 1) significantly decreased SC and increased FC in the pair-wise subregions; 2) two significant correlations in SC-FC coupling patterns, including the positive correlation between slightly increased FC value and long white matter tract damage in the PCC/PCUN-MPFC connection, and the negative correlations between significantly increased FC values and long white matter tract damage in the PCC/PCUN-bilateral mTL connections; 3) SC alterations [log(N track) of the PCC/PCUN-left IPL, RD value of the MPFC-left IPL, FA value of the PCC/PCUN-left mTL connections] correlated with EDSS, increases in the RD value of MPFC-left IPL connection was positively correlated to the MFIS; and decreases in the FA value of PCC/PCUN-right IPL connection was negatively correlated with the PASAT; 4) decreased SC (FA value of the MPFC-left IPL, track volume of the PCC/PCUN-MPFC, and log(N track) of PCC/PCUN-left mTL connections) was positively correlated with brain atrophy. Conclusions: In the connections of paired DMN subregions, we observed decreased SC and increased FC in RRMS patients. The relationship between MS-related structural abnormalities and clinical markers suggests that the disruption of this longdistance "inter-subregion'' connectivity (white matter) may significantly impact the integrity of the network's function.
引用
收藏
页数:9
相关论文
共 56 条
[21]   Can structure predict function in the human brain? [J].
Honey, Christopher J. ;
Thivierge, Jean-Philippe ;
Sporns, Olaf .
NEUROIMAGE, 2010, 52 (03) :766-776
[22]  
Horn Andreas, 2014, NEUROIMAGE
[23]   Quantitative diffusion tensor deterministic and probabilistic fiber tractography in relapsing-remitting multiple sclerosis [J].
Hu, Bing ;
Ye, Binbin ;
Yang, Yang ;
Zhu, Kangshun ;
Kang, Zhuang ;
Kuang, Sichi ;
Luo, Lin ;
Shan, Hong .
EUROPEAN JOURNAL OF RADIOLOGY, 2011, 79 (01) :101-107
[24]   The diagnosis of multiple sclerosis and the clinical subtypes [J].
Hurwitz, Barrie J. .
ANNALS OF INDIAN ACADEMY OF NEUROLOGY, 2009, 12 (04) :226-230
[25]   Improved optimization for the robust and accurate linear registration and motion correction of brain images [J].
Jenkinson, M ;
Bannister, P ;
Brady, M ;
Smith, S .
NEUROIMAGE, 2002, 17 (02) :825-841
[26]   On the Relationship Between Seed-Based and ICA-Based Measures of Functional Connectivity [J].
Joel, Suresh E. ;
Caffo, Brian S. ;
van Zijl, Peter C. M. ;
Pekar, James J. .
MAGNETIC RESONANCE IN MEDICINE, 2011, 66 (03) :644-657
[27]   Nonoptimal component placement, but short processing paths, due to long-distance projections in neural systems [J].
Kaiser, Marcus ;
Hilgetag, Claus C. .
PLOS COMPUTATIONAL BIOLOGY, 2006, 2 (07) :805-815
[28]   Corpus callosal diffusivity predicts motor impairment in relapsing-remitting multiple sclerosis: A TBSS and tractography study [J].
Kern, Kyle C. ;
Sarcona, Joseph ;
Montag, Michael ;
Giesser, Barbara S. ;
Sicotte, Nancy L. .
NEUROIMAGE, 2011, 55 (03) :1169-1177
[29]  
Khalsa S., 2013, Neuroimage
[30]   An investigation of functional and anatomical connectivity using magnetic resonance imaging [J].
Koch, MA ;
Norris, DG ;
Hund-Georgiadis, M .
NEUROIMAGE, 2002, 16 (01) :241-250