The retinal ganglion cell layer predicts normal-appearing white matter tract integrity in multiple sclerosis: A combined diffusion tensor imaging and optical coherence tomography approach

被引:9
|
作者
Alves, Carolina [1 ,2 ,3 ,7 ]
Batista, Sonia [4 ,5 ,6 ]
d'Almeida, Otilia C. [1 ,2 ,3 ,7 ]
Sousa, Livia [4 ,5 ,6 ]
Cunha, Luis [4 ,5 ,6 ]
Bernardes, Rui [1 ,2 ,3 ,7 ]
Castelo-Branco, Miguel [1 ,2 ,3 ,7 ]
机构
[1] Univ Coimbra, Fac Med, Inst Biomed Imaging & Life Sci IBILI, Visual Neurosci Lab, Coimbra, Portugal
[2] Univ Coimbra, IBILI, Ctr Neurosci & Cell Biol CNC, Coimbra, Portugal
[3] Univ Coimbra, Inst Nucl Sci Appl Hlth ICNAS, Coimbra, Portugal
[4] Ctr Hosp Coimbra, Dept Neurol, Coimbra, Portugal
[5] Univ Coimbra, Dept Neurol, Coimbra, Portugal
[6] Univ Coimbra, Fac Med, Coimbra, Portugal
[7] CIBIT Coimbra Inst Biomed Imaging & Life Sci, Coimbra, Portugal
关键词
diffusion tensor imaging; ganglion cell layer; multiple sclerosis; optical coherence tomography; optic neuritis; retinal segmentation; white matter pathology; VISUAL DISABILITY; DAMAGE; NERVE; IMPAIRMENT; RADIATION; LESIONS;
D O I
10.1002/hbm.23946
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
We investigated the relationship between retinal layers and normal-appearing white matter (WM) integrity in the brain of patients with relapsing-remitting multiple sclerosis (MS), using a combined diffusion tensor imaging and high resolution optical coherence tomography approach. Fifty patients and 62 controls were recruited. The patients were divided into two groups according to presence (n=18) or absence (n=32) of optic neuritis. Diffusion tensor data were analyzed with a voxel-wise whole brain analysis of diffusion metrics in WM with tract-based spatial statistics. Thickness measurements were obtained for each individual retinal layer. Partial correlation and multivariate regression analyses were performed, assessing the association between individual retinal layers and diffusion metrics across all groups. Region-based analysis was performed, by focusing on tracts associated with the visual system. Receiver operating characteristic (ROC) curves were computed to compare the biomarker potential for the diagnosis of MS, using the thickness of each retinal layer and diffusion metrics. In patients without optic neuritis, both ganglion cell layer (GCL) and inner plexiform layer thickness correlated with the diffusion metrics within and outside the visual system. GCL thickness was a significant predictor of diffusion metrics in the whole WM skeleton, unlike other layers. No association was observed for either controls or patients with a history of optic neuritis. ROC analysis showed that the biomarker potential for the diagnosis of MS based on the GCL was high when compared to other layers. We conclude that GCL integrity is a predictor of whole-brain WM disruption in MS patients without optic neuritis.
引用
收藏
页码:1712 / 1720
页数:9
相关论文
共 50 条
  • [31] Diffusion-derived parameters in lesions, peri-lesion, and normal-appearing white matter in multiple sclerosis using tensor, kurtosis, and fixel-based analysis
    van der Weijden, Chris Wj
    van der Hoorn, Anouk
    Potze, Jan Hendrik
    Renken, Remco J.
    Borra, Ronald J. H.
    Dierckx, Rudi A. J. O.
    Gutmann, Ingomar W.
    Ouaalam, Hakim
    Karimi, Davood
    Gholipour, Ali
    Warfield, Simon K.
    de Vries, Erik F. J.
    Meilof, Jan F.
    JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, 2022, 42 (11) : 2095 - 2106
  • [32] Diffusion tensor magnetic resonance imaging may show abnormalities in the normal-appearing cervical spinal cord from patients with multiple sclerosis
    Miraldi, Fernanda
    Rueda Lopes, Fernanda Cristina
    Altamiro Costa, Joao Victor
    Alves-Leon, Soniza Vieira
    Gasparetto, Emerson Leandro
    ARQUIVOS DE NEURO-PSIQUIATRIA, 2013, 71 (9A) : 580 - 583
  • [33] Progressive change in primary progressive multiple sclerosis normal-appearing white matter:: a serial diffusion magnetic resonance imaging study
    Schmierer, K
    Altmann, DR
    Kassim, N
    Kitzler, H
    Kerskens, CM
    Doege, CA
    Aktas, O
    Lünemann, JD
    Miller, DH
    Zipp, F
    Villringer, A
    MULTIPLE SCLEROSIS JOURNAL, 2004, 10 (02) : 182 - 187
  • [34] A quantitative evaluation of damage in normal appearing white matter in patients with multiple sclerosis using diffusion tensor MR imaging at 3 T
    Georgios Gratsias
    Eftychia Kapsalaki
    Styliani Kogia
    Efthimios Dardiotis
    Vaia Tsimourtou
    Eleftherios Lavdas
    Evanthia Kousi
    Aimilia Pelekanou
    Georgios M. Hadjigeorgiou
    Ioannis Fezoulidis
    Acta Neurologica Belgica, 2015, 115 : 111 - 116
  • [35] Water diffusion is elevated in widespread regions of normal-appearing white matter in multiple sclerosis and correlates with diffusion in focal lesions
    Werring, DJ
    Clark, CA
    Droogan, AG
    Barker, GJ
    Miller, DH
    Thompson, AJ
    MULTIPLE SCLEROSIS JOURNAL, 2001, 7 (02) : 83 - 89
  • [36] Common Patterns of Regional Brain Injury Detectable by Diffusion Tensor Imaging in Otherwise Normal-Appearing White Matter in Patients with Early Moderate to Severe Traumatic Brain Injury
    O'Phelan, Kristine H.
    Otoshi, Chad K.
    Ernst, Thomas
    Chang, Linda
    JOURNAL OF NEUROTRAUMA, 2018, 35 (05) : 739 - 749
  • [37] Diffusion tensor imaging of normal-appearing cervical spinal cords in patients with multiple sclerosis: Correlations with clinical evaluation and cerebral diffusion tensor imaging changes. Preliminary experience
    Wolanczyk, Michal
    Bladowska, Joanna
    Koltowska, Anna
    Pokryszko-Dragan, Anna
    Podgorski, Przemyslaw
    Budrewicz, Slawomir
    Sasiadek, Marek
    ADVANCES IN CLINICAL AND EXPERIMENTAL MEDICINE, 2020, 29 (04): : 441 - 448
  • [38] Combined diffusion tensor imaging and quantitative susceptibility mapping to characterize normal-appearing white matter in self-limited epilepsy with centrotemporal spikes
    Xu, Gaoqiang
    Zhang, Yao
    Chen, Xiaoxi
    NEURORADIOLOGY, 2024, 66 (08) : 1383 - 1390
  • [39] Thalamic white matter in multiple sclerosis: A combined diffusion-tensor imaging and quantitative susceptibility mapping study
    Bergsland, Niels
    Schweser, Ferdinand
    Dwyer, Michael G.
    Weinstock-Guttman, Bianca
    Benedict, Ralph H. B.
    Zivadinov, Robert
    HUMAN BRAIN MAPPING, 2018, 39 (10) : 4007 - 4017
  • [40] DIFFUSION TENSOR IMAGING OF NORMAL-APPEARING WHITE MATTER AS BIOMARKER FOR RADIATION-INDUCED LATE DELAYED COGNITIVE DECLINE
    Chapman, Christopher H.
    Nagesh, Vijaya
    Sundgren, Pia C.
    Buchtel, Henry
    Chenevert, Thomas L.
    Junck, Larry
    Lawrence, Theodore S.
    Tsien, Christina I.
    Cao, Yue
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2012, 82 (05): : 2033 - 2040