Cortical topological network changes following optic neuritis

被引:11
作者
Backner, Yael [1 ]
Ben-Shalom, Ido [1 ]
Kuchling, Joseph [2 ,3 ,4 ,5 ,6 ,7 ,8 ]
Siebert, Nadja [2 ,3 ,4 ,5 ,6 ,7 ]
Scheel, Michael [4 ,5 ,6 ,7 ,9 ]
Ruprecht, Klemens [5 ,6 ,7 ,8 ]
Brandt, Alexander [2 ,3 ,4 ,5 ,6 ,7 ,10 ]
Paul, Friedemann [2 ,3 ,4 ,5 ,6 ,7 ,8 ]
Levin, Netta [1 ]
机构
[1] Hadassah Hebrew Univ, Med Ctr, Neurol Dept, fMRI Unit, Jerusalem, Israel
[2] Max Delbrueck Ctr Mol Med, Expt & Clin Res Ctr, Berlin, Germany
[3] Charite Univ Med Berlin, Berlin, Germany
[4] Charite Univ Med Berlin, NeuroCure Clin Res Ctr, Berlin, Germany
[5] Free Univ Berlin, Berlin, Germany
[6] Humboldt Univ, Berlin, Germany
[7] Berlin Inst Hlth, Berlin, Germany
[8] Charite Univ Med Berlin, Dept Neurol, Berlin, Germany
[9] Charite Univ Med Berlin, Dept Neuroradiol, Berlin, Germany
[10] Univ Calif Irvine, Dept Neurol, Irvine, CA 92717 USA
来源
NEUROLOGY-NEUROIMMUNOLOGY & NEUROINFLAMMATION | 2020年 / 7卷 / 03期
关键词
NEUROMYELITIS-OPTICA; MULTIPLE-SCLEROSIS; SPECTRUM DISORDER; VISUAL-SYSTEM; CONNECTIVITY; PERCEPTION; PLASTICITY; DYNAMICS; RECOVERY; FUSION;
D O I
10.1212/NXI.0000000000000687
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Objective To differentiate between visual cortical network topology changes following optic neuritis (ON) stemming from different inflammatory disease types, we used mathematical graph theory-based tools to analyze functional imaging data. Methods Sixty-two patients were recruited into this cross-sectional study, 23 of whom had neuromyelitis optica spectrum disorder (NMOSD) with ON, 18 with clinically isolated syndrome (CIS)-ON, and 21 with other CIS episodes. Twenty-six healthy controls (HCs) were also recruited. All participants underwent resting-state functional MRI. Visual networks were defined using 50 visual regions of interest. Analysis included graph theory metrics, including degree, density, modularity, and local and global efficiency. Results Visual network density shows decreased connectivity in all patient groups compared with controls. A higher degree of connections is seen in both ON groups (CIS and NMOSD) compared with the the non-ON group. This pattern is most pronounced in dorsal-lateral regions. Information transfer efficiency and modularity were reduced in both CIS groups, but not in the NMOSD group, compared with the HC group. Conclusions Visual network density appears affected by the neurologic deficit sustained (ON), and connectivity changes are more evident in dorsal-lateral regions. Efficiency and modularity appear to be associated with the specific disease type (CIS vs NMOSD). Thus, topological cortical changes in the visual system are associated with the type of neurologic deficit within the limits set on them by the underlying pathophysiology. We suggest that cortical patterns of activity should be considered in the outcome of the patients despite the localized nature of ON.
引用
收藏
页数:11
相关论文
共 55 条
  • [1] Critical review: Typical and atypical optic neuritis
    Abel, Anne
    McClelland, Collin
    Lee, Michael S.
    [J]. SURVEY OF OPHTHALMOLOGY, 2019, 64 (06) : 770 - 779
  • [2] [Anonymous], 2000, JAMA, V284, P3043
  • [3] Anatomical Wiring and Functional Networking Changes in the Visual System Following Optic Neuritis
    Backner, Yael
    Kuchling, Joseph
    Massarwa, Said
    Oberwahrenbrock, Timm
    Finke, Carsten
    Bellmann-Strobl, Judith
    Ruprecht, Klemens
    Brandt, Alexander U.
    Zimmermann, Hanna
    Raz, Noa
    Paul, Friedemann
    Levin, Netta
    [J]. JAMA NEUROLOGY, 2018, 75 (03) : 287 - 295
  • [4] Cortical functional modifications following optic neuritis
    Benoliel, Tal
    Raz, Noa
    Ben-Hur, Tamir
    Levin, Netta
    [J]. MULTIPLE SCLEROSIS JOURNAL, 2017, 23 (02) : 220 - 227
  • [5] Functional Connectivity Alterations Reveal Complex Mechanisms Based on Clinical and Radiological Status in Mild Relapsing Remitting Multiple Sclerosis
    Castellazzi, Gloria
    Debernard, Laetitia
    Melzer, Tracy R.
    Dalrymple-Alford, John C.
    D'Angelo, Egidio
    Miller, David H.
    Wheeler-Kingshott, Claudia A. M. Gandini
    Mason, Deborah F.
    [J]. FRONTIERS IN NEUROLOGY, 2018, 9
  • [6] Optic neuritis in the era of biomarkers
    Chen, John J.
    Pittock, Sean J.
    Flanagan, Eoin P.
    Lennon, Vanda A.
    Bhatti, M. Tariq
    [J]. SURVEY OF OPHTHALMOLOGY, 2020, 65 (01) : 12 - 17
  • [7] Similarity-Based Fusion of MEG and fMRI Reveals Spatio-Temporal Dynamics in Human Cortex During Visual Object Recognition
    Cichy, Radoslaw Martin
    Pantazis, Dimitrios
    Oliva, Aude
    [J]. CEREBRAL CORTEX, 2016, 26 (08) : 3563 - 3579
  • [8] Comparison of deep neural networks to spatio-temporal cortical dynamics of human visual object recognition reveals hierarchical correspondence
    Cichy, Radoslaw Martin
    Khosla, Aditya
    Pantazis, Dimitrios
    Torralba, Antonio
    Oliva, Aude
    [J]. SCIENTIFIC REPORTS, 2016, 6
  • [9] Action observation training promotes motor improvement and modulates functional network dynamic connectivity in multiple sclerosis
    Cordani, Claudio
    Valsasina, Paola
    Preziosa, Paolo
    Meani, Alessandro
    Filippi, Massimo
    Rocca, Maria A.
    [J]. MULTIPLE SCLEROSIS JOURNAL, 2021, 27 (01) : 139 - 146
  • [10] Vision Disturbances in Multiple Sclerosis
    Costello, Fiona
    [J]. SEMINARS IN NEUROLOGY, 2016, 36 (02) : 185 - 195