Functional connectivity of the default mode, dorsal attention and fronto-parietal executive control networks in glial tumor patients

被引:14
|
作者
Tordjman, Mickael [1 ]
Madelin, Guillaume [1 ]
Gupta, Pradeep Kumar [1 ]
Cordova, Christine [2 ]
Kurz, Sylvia C. [2 ]
Orringer, Daniel [3 ]
Golfinos, John [3 ]
Kondziolka, Douglas [3 ]
Ge, Yulin [1 ]
Wang, Ruoyu Luie [1 ]
Lazar, Mariana [1 ]
Jain, Rajan [1 ,3 ]
机构
[1] NYU, Grossman Sch Med, Dept Radiol, 650 First Ave, New York, NY 10022 USA
[2] NYU Langone Hlth, Brain & Spine Tumor Ctr, Perlmutter Canc Ctr, 240 E 38th St, New York, NY 10016 USA
[3] NYU, Grossman Sch Med, Dept Neurosurg, 650 First Ave, New York, NY 10022 USA
关键词
Resting state fMRI; Seed based connectivity analysis; Independent component analysis; Default mode network; Dorsal attention network; Fronto-parietal network; Glioma;
D O I
10.1007/s11060-021-03706-w
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose Resting state functional magnetic resonance imaging (rsfMRI) is an emerging tool to explore the functional connectivity of different brain regions. We aimed to assess the disruption of functional connectivity of the Default Mode Network (DMN), Dorsal Attention Network(DAN) and Fronto-Parietal Network (FPN) in patients with glial tumors. Methods rsfMRI data acquired on 3T-MR of treatment-naive glioma patients prospectively recruited (2015-2019) and matched controls from the 1000 functional-connectomes-project were analyzed using the CONN functional toolbox. Seed-Based Connectivity Analysis (SBCA) and Independent Component Analysis (ICA, with 10 to 100 components) were performed to study reliably the three networks of interest. Results 35 patients with gliomas (17 WHO grade I-II, 18 grade III-IV) and 70 controls were included. Global increased DMN connectivity was consistently found with SBCA and ICA in patients compared to controls (Cluster1: Precuneus, height: p < 10(-6); Cluster2: subcallosum; height: p < 10(-5)). However, an area of decreased connectivity was found in the posterior corpus callosum, particularly in high-grade gliomas (height: p < 10(-5)). The DAN demonstrated small areas of increased connectivity in frontal and occipital regions (height: p < 10(-6)). For the FPN, increased connectivity was noted in the precuneus, posterior cingulate gyrus, and frontal cortex. No difference in the connectivity of the networks of interest was demonstrated between low- and high-grade gliomas, as well as when stratified by their IDH1-R132H (isocitrate dehydrogenase) mutation status. Conclusion Altered functional connectivity is reliably found with SBCA and ICA in the DMN, DAN, and FPN in glioma patients, possibly explained by decreased connectivity between the cerebral hemispheres across the corpus callosum due to disruption of the connections.
引用
收藏
页码:347 / 355
页数:9
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