Altered whole-brain functional network in patients with frontal low-grade gliomas: a resting-state functional MRI study

被引:2
作者
Lv, Kun [1 ,2 ,3 ]
Hu, Yue [1 ,4 ]
Cao, Xin [1 ,2 ,3 ]
Xie, Yongsheng [5 ]
Fu, Junyan [1 ,2 ,3 ]
Chen, Hongyi [6 ]
Xiong, Ji [7 ]
Zhu, Li [8 ]
Geng, Daoying [1 ,2 ,3 ,6 ]
Zhang, Jun [1 ,2 ,3 ,6 ]
机构
[1] Fudan Univ, Huashan Hosp, Dept Radiol, Shanghai, Peoples R China
[2] Fudan Univ, Shanghai Engn Res Ctr Intelligent Imaging Crit Bra, Shanghai, Peoples R China
[3] Fudan Univ, Inst Funct & Mol Med Imaging, Shanghai, Peoples R China
[4] Nantong Univ, Dept Radiol, Affiliated Hosp, Nantong, Jiangsu, Peoples R China
[5] Fudan Univ, Huashan Hosp, Dept Neurosurg, Shanghai, Peoples R China
[6] Fudan Univ, Acad Engn & Technol, Shanghai, Peoples R China
[7] Fudan Univ, Huashan Hosp, Dept Pathol, Shanghai, Peoples R China
[8] Shanghai Jiao Tong Univ, Shanghai Chest Hosp, Dept Radiol, 241 West Huaihai Rd, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
Functional connectivity; Gliomas; Magnetic resonance imaging; Neural networks; Topology; TUMORS;
D O I
10.1007/s00234-024-03300-7
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
PurposeGliomas are the most common primary brain tumor. Currently, topological alterations of whole-brain functional network caused by gliomas are not fully understood. The work here clarified the topological reorganization of the functional network in patients with unilateral frontal low-grade gliomas (LGGs).MethodsA total of 45 patients with left frontal LGGs, 19 with right frontal LGGs, and 25 healthy controls (HCs) were enrolled. All the resting-state functional MRI (rs-fMRI) images of the subjects were preprocessed to construct the functional network matrix, which was used for graph theoretical analysis. A two-sample t-test was conducted to clarify the differences in global and nodal network metrics between patients and HCs. A network-based statistic approach was used to identify the altered specific pairs of regions in which functional connectivity in patients with LGGs.ResultsThe local efficiency, clustering coefficient, characteristic path length, and normalized characteristic path length of patients with unilateral frontal LGGs were significantly lower than HCs, while there were no significant differences of global efficiency and small-worldness between patients and HCs. Compared with the HCs, betweenness centrality, degree centrality, and nodal efficiency of several brain nodes were changed significantly in patients. Around the tumor and its adjacent areas, the inter- and intra-hemispheric connections were significantly decreased in patients with left frontal LGGs.ConclusionThe patients with unilateral frontal LGGs have altered global and nodal network metrics and decreased inter- and intra-hemispheric connectivity. These topological alterations may be involved in functional impairment and compensation of patients.
引用
收藏
页码:775 / 784
页数:10
相关论文
共 36 条
  • [1] A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs
    Achard, S
    Salvador, R
    Whitcher, B
    Suckling, J
    Bullmore, ET
    [J]. JOURNAL OF NEUROSCIENCE, 2006, 26 (01) : 63 - 72
  • [2] Post-Surgical Language Reorganization Occurs in Tumors of the Dominant and Non-Dominant Hemisphere
    Avramescu-Murphy, M.
    Hattingen, E.
    Forster, M. -T.
    Oszvald, A.
    Anti, S.
    Frisch, S.
    Russ, M. O.
    Jurcoane, A.
    [J]. CLINICAL NEURORADIOLOGY, 2017, 27 (03) : 299 - 309
  • [3] Training-related brain plasticity in subjects at risk of developing Alzheimer's disease
    Belleville, Sylvie
    Clement, Francis
    Mellah, Samira
    Gilbert, Brigitte
    Fontaine, Francine
    Gauthier, Serge
    [J]. BRAIN, 2011, 134 : 1623 - 1634
  • [4] The Impacts of Tumor and Tumor Associated Epilepsy on Subcortical Brain Structures and Long Distance Connectivity in Patients With Low Grade Glioma
    Bouwen, Bibi L. J.
    Pieterman, Kay J.
    Smits, Marion
    Dirven, Clemens M. F.
    Gao, Zhenyu
    Vincent, Arnaud J. P. E.
    [J]. FRONTIERS IN NEUROLOGY, 2018, 9
  • [5] Complex brain networks: graph theoretical analysis of structural and functional systems
    Bullmore, Edward T.
    Sporns, Olaf
    [J]. NATURE REVIEWS NEUROSCIENCE, 2009, 10 (03) : 186 - 198
  • [6] EPIDEMIOLOGY AND OVERVIEW OF GLIOMAS
    Davis, Mary Elizabeth
    [J]. SEMINARS IN ONCOLOGY NURSING, 2018, 34 (05) : 420 - 429
  • [7] The Temporal Pattern of a Lesion Modulates the Functional Network Topology of Remote Brain Regions
    De Baene, W.
    Rutten, G. J. M.
    Sitskoorn, M. M.
    [J]. NEURAL PLASTICITY, 2017, 2017
  • [8] Localization of fast MEG waves in patients with brain tumors and epilepsy
    de Jongh, A
    de Munck, JC
    Baayen, JC
    Puligheddu, M
    Jonkman, EJ
    Stam, CJ
    [J]. BRAIN TOPOGRAPHY, 2003, 15 (03) : 173 - 179
  • [9] Hub disruption in patients with chronic neck pain: a graph analytical approach
    De Pauw, Robby
    Aerts, Hannelore
    Siugzdaite, Roma
    Meeus, Mira
    Coppieters, Iris
    Caeyenberghs, Karen
    Cagnie, Barbara
    [J]. PAIN, 2020, 161 (04) : 729 - 741
  • [10] Altered Structural and Functional Patterns Within Executive Control Network Distinguish Frontal Glioma-Related Epilepsy
    Di, Guangfu
    Tan, Mingze
    Xu, Rui
    Zhou, Wei
    Duan, Kaiqiang
    Hu, Zongwen
    Cao, Xiaoxiang
    Zhang, Hongchuang
    Jiang, Xiaochun
    [J]. FRONTIERS IN NEUROSCIENCE, 2022, 16