Reorganization of the structural connectome in primary open angle Glaucoma

被引:24
|
作者
Di Cio, Francesco [1 ]
Garaci, Francesco [2 ,3 ]
Minosse, Silvia [1 ]
Passamonti, Luca [4 ,5 ]
Martucci, Alessio [6 ]
Lanzafame, Simona [1 ]
Di Giuliano, Francesca [2 ]
Picchi, Eliseo [7 ]
Cesareo, Massimo [6 ]
Guerrisi, Maria Giovanna [1 ]
Floris, Roberto [7 ]
Nucci, Carlo [6 ]
Toschi, Nicola [1 ,8 ,9 ]
机构
[1] Univ Roma Tor Vergata, Dept Biomed & Prevent, Med Phys Sect, Via Montpellier 1, I-00133 Rome, Italy
[2] Univ Roma Tor Vergata, Dept Biomed & Prevent, Neuroradiol Unit, Rome, Italy
[3] San Raffaele Cassino, Frosinone, Italy
[4] CNR, Inst Bioimaging & Mol Physiol, Milan, Italy
[5] Univ Cambridge, Dept Clin Neurosci, Cambridge, England
[6] Univ Roma Tor Vergata, Dept Expt Med, Ophthalmol Unit, Rome, Italy
[7] Univ Roma Tor Vergata, Dept Biomed & Prevent, Diagnost Imaging Unit, Rome, Italy
[8] Athinoula A Martinos Ctr Biomed Imaging, Boston, MA USA
[9] Harvard Med Sch, Boston, MA 02115 USA
基金
英国医学研究理事会;
关键词
Structural connectivity; Diffusion MRI; Tractography; Primary open angle glaucoma; Graph theory; Neurodegenerative disease; TOPOGRAPHICAL DISORIENTATION; SPHERICAL-DECONVOLUTION; WHITE-MATTER; DIFFUSION; TRACTOGRAPHY; DENSITY; DISEASE; SCENES; SIFT;
D O I
10.1016/j.nicl.2020.102419
中图分类号
R445 [影像诊断学];
学科分类号
100207 ;
摘要
Primary open angle Glaucoma (POAG) is one of the most common causes of permanent blindness in the world. Recent studies have suggested the hypothesis that POAG is also a central nervous system disorder which may result in additional (i.e., extra-ocular) involvement. The aim of this study is to assess possible structural, whole-brain connectivity alterations in POAG patients. We evaluated 23 POAG patients and 15 healthy controls by combining multi-shell diffusion weighted imaging, multi-shell, multi-tissue probabilistic tractography, graph theoretical measures and a recently designed 'disruption index', which evaluates the global reorganization of brain networks. We also studied the associations between the whole-brain structural connectivity measures and indices of visual acuity including the field index (VFI) and two Optical Coherence Tomography (OCT) parameters, namely the Macula Ganglion Cell Layer (MaculaGCL) and Retinal Nerve Fiber Layer (RNFL) thicknesses. We found both global and local structural connectivity differences between POAG patients and controls, which extended well beyond the primary visual pathway and were localized in the left calcarine gyrus (clustering coefficient p = 0.036), left lateral occipital cortex (clustering coefficient p = 0.017, local efficiency p = 0.035), right lingual gyrus (clustering coefficient p = 0.009), and right paracentral lobule (clustering coefficient p = 0.009, local efficiency p = 0.018). Group-wise (clustering coefficient, p = 6.59.10(-7) and local efficiency p = 6.23.10(-8)) and subject-wise disruption indices (clustering coefficient, p = 0.018 and local efficiency, p = 0.01) also differed between POAG patients and controls. In addition, we found negative associations between RNFL thickness and local measures (clustering coefficient, local efficiency and strength) in the right amygdala (local efficiency p = 0.008, local strength p = 0.016), right inferior temporal gyrus (clustering coefficient p = 0.036, local efficiency p = 0.042), and right temporal pole (local strength p = 0.008). Overall, we show, in patients with POAG, a whole-brain structural reorganization that spans across a variety of brain regions involved in visual processing, motor control, and emotional/cognitive functions. We also identified a pattern of brain structural changes in relation to POAG clinical severity. Taken together, our findings support the hypothesis that the reduction in visual acuity from POAG can be driven by a combination of local (i.e., in the eye) and more extended (i.e., brain) effects.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Primary Open Angle Glaucoma Is Associated With Functional Brain Network Reorganization
    Minosse, Silvia
    Garaci, Francesco
    Martucci, Alessio
    Lanzafame, Simona
    di Giuliano, Francesca
    Picchi, Eliseo
    Cesareo, Massimo
    Mancino, Raffaele
    Guerrisi, Maria
    Pistolese, Chiara Adriana
    Floris, Roberto
    Nucci, Carlo
    Toschi, Nicola
    FRONTIERS IN NEUROLOGY, 2019, 10
  • [2] PRIMARY OPEN ANGLE GLAUCOMA - INHERITED PRIMARY OPEN ANGLE GLAUCOMA IN THE BEAGLE
    GELATT, KN
    GUM, GG
    GWIN, RM
    BROMBERG, NM
    MERIDETH, RE
    SAMUELSON, DA
    AMERICAN JOURNAL OF PATHOLOGY, 1981, 102 (02): : 292 - 295
  • [3] Comparison of Vascular Density and Structural Patterns Between Primary Open Angle Glaucoma and Primary Angle Closure Glaucoma
    Mohammadi, Massood
    Mohammadi, Seyed Saeed
    Tabatabaei, Seyed M.
    Eslami, Yadollah
    Zarei, Reza
    Zandvakil, Narges
    Fakhraie, Ghasem
    Safizadeh, Mona
    Farshchi, Mohammad R.
    Moghimi, Sasan
    JOURNAL OF GLAUCOMA, 2022, 31 (08) : 645 - 650
  • [4] Comparison of Patterns of Structural Progression in Primary Open Angle Glaucoma and Pseudoexfoliation Glaucoma
    Wy, Seoyoung
    Lee, Yun Jeong
    Sun, Sukkyu
    Bak, Eunoo
    Kim, Young Kook
    Park, Ki Ho
    Kim, Hee Chan
    Jeoung, Jin Wook
    JOURNAL OF GLAUCOMA, 2024, 33 (03) : 155 - 161
  • [5] Disruption of structural brain networks in Primary Open Angle Glaucoma
    Di Cio, F.
    Garaci, F.
    Minosse, S.
    Passamonti, L.
    Martucci, A.
    Lanzafame, S.
    Di Giuliano, F.
    Picchi, E.
    Mancino, R.
    Guerrisi, M.
    Nucci, C.
    Floris, R.
    Toschi, N.
    42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, 2020, : 1705 - 1708
  • [6] Comparison of structural and functional tests in primary open angle glaucoma
    Karaca, Umut
    Dagli, Ozan
    Ozge, Gokhan
    Mumcuoglu, Tarkan
    Bayer, Atilla
    INDIAN JOURNAL OF OPHTHALMOLOGY, 2020, 68 (05) : 805 - 811
  • [7] Primary Open Angle Glaucoma
    Hoffmann, Esther M.
    Prokosch-Willing, Verena
    KLINISCHE MONATSBLATTER FUR AUGENHEILKUNDE, 2017, 234 (11) : 1407 - 1420
  • [8] Primary Open Angle Glaucoma
    Keye, Philip
    Luebke, Jan
    AUGENHEILKUNDE UP2DATE, 2023, 13 (03) : 245 - 259
  • [9] Correlation Between Functional and Structural Analyses in Primary Open Angle Glaucoma
    Dagli, O.
    Bayer, A.
    Mumcuoglu, T.
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2010, 51 (13)
  • [10] Lasers in primary open angle glaucoma
    Sihota, Ramanjit
    INDIAN JOURNAL OF OPHTHALMOLOGY, 2011, 59 : S114 - S117