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Alves C, Batista S, d'Almeida OC, Sousa L, Cunha L, Bernardes R, Castelo‐Branco M. 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. Hum Brain Mapp 2018; 39:1712-1720. [PMID: 29334156 PMCID: PMC6866258 DOI: 10.1002/hbm.23946] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2017] [Revised: 12/08/2017] [Accepted: 01/01/2018] [Indexed: 01/06/2023] Open
Abstract
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.
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Affiliation(s)
- Carolina Alves
- Visual Neuroscience LaboratoryInstitute for Biomedical Imaging and Life Sciences (IBILI), Faculty of Medicine, University of CoimbraCoimbraPortugal
- Centre for Neuroscience and Cell Biology (CNC).IBILIUniversity of CoimbraCoimbraPortugal
- Institute for Nuclear Sciences Applied to Health (ICNAS), University of CoimbraCoimbraPortugal
- CIBIT – Coimbra Institute for Biomedical Imaging and Life SciencesCoimbraPortugal
| | - Sónia Batista
- Department of NeurologyCentro Hospitalar e Universitário de CoimbraCoimbraPortugal
- Faculty of MedicineUniversity of CoimbraCoimbraPortugal
| | - Otília C. d'Almeida
- Visual Neuroscience LaboratoryInstitute for Biomedical Imaging and Life Sciences (IBILI), Faculty of Medicine, University of CoimbraCoimbraPortugal
- Centre for Neuroscience and Cell Biology (CNC).IBILIUniversity of CoimbraCoimbraPortugal
- Institute for Nuclear Sciences Applied to Health (ICNAS), University of CoimbraCoimbraPortugal
- CIBIT – Coimbra Institute for Biomedical Imaging and Life SciencesCoimbraPortugal
| | - Lívia Sousa
- Department of NeurologyCentro Hospitalar e Universitário de CoimbraCoimbraPortugal
- Faculty of MedicineUniversity of CoimbraCoimbraPortugal
| | - Luís Cunha
- Department of NeurologyCentro Hospitalar e Universitário de CoimbraCoimbraPortugal
- Faculty of MedicineUniversity of CoimbraCoimbraPortugal
| | - Rui Bernardes
- Visual Neuroscience LaboratoryInstitute for Biomedical Imaging and Life Sciences (IBILI), Faculty of Medicine, University of CoimbraCoimbraPortugal
- Centre for Neuroscience and Cell Biology (CNC).IBILIUniversity of CoimbraCoimbraPortugal
- Institute for Nuclear Sciences Applied to Health (ICNAS), University of CoimbraCoimbraPortugal
- CIBIT – Coimbra Institute for Biomedical Imaging and Life SciencesCoimbraPortugal
| | - Miguel Castelo‐Branco
- Visual Neuroscience LaboratoryInstitute for Biomedical Imaging and Life Sciences (IBILI), Faculty of Medicine, University of CoimbraCoimbraPortugal
- Centre for Neuroscience and Cell Biology (CNC).IBILIUniversity of CoimbraCoimbraPortugal
- Institute for Nuclear Sciences Applied to Health (ICNAS), University of CoimbraCoimbraPortugal
- CIBIT – Coimbra Institute for Biomedical Imaging and Life SciencesCoimbraPortugal
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Alshowaeir D, Yiannikas C, Fraser C, Klistorner A. Mechanism of delayed conduction of fellow eyes in patients with optic neuritis. Int J Ophthalmol 2018; 11:329-332. [PMID: 29487827 DOI: 10.18240/ijo.2018.02.24] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2017] [Accepted: 12/13/2017] [Indexed: 12/29/2022] Open
Abstract
To test the hypothesis that latency delay in the fellow eyes of optic neuritis (ON) patients and to compensate for delayed transmission of visual information, latency change of multi-focal visual evoked potential (mfVEP) traces in fellow eyes of 15 ON patients were analyzed. Patients with low risk (LR) for developing multiple sclerosis (MS) were examined separately from MS patients to isolate effect of cortical plasticity from potential pathological changes in disseminated disease. The small increase in latency in fellow eyes of LR group was statistically not significant. In MS patients, the latency was significantly delayed (P<0.02). The magnitude of the latency change in the fellow eyes did not correlate with the severity of latency delay in the affected eyes (R2<0.02, P=0.3). The differences between ON patients with and without MS, reported here, suggest that the presence of disseminated disease plays critical role in latency delay of the fellow eye.
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Affiliation(s)
- Daniah Alshowaeir
- Department of Ophthalmology, University of Sydney, Sydney 2000, Australia.,Department of Ophthalmology, King Saud University, Riyadh 11411, Saudi Arabia
| | - Con Yiannikas
- Department of Neurology, Concord Hospital, Sydney 2139, Australia.,Department of Neurology, Royal North Shore Hospital, Sydney 2065, Australia
| | - Clare Fraser
- Department of Ophthalmology, University of Sydney, Sydney 2000, Australia
| | - Alexander Klistorner
- Department of Ophthalmology, University of Sydney, Sydney 2000, Australia.,Australian School of Advanced Medicine, Macquarie University, Sydney 2109, Australia
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Keep Your Eyes Wide Open: On Visual- and Vision-Related Measurements to Better Understand Multiple Sclerosis Pathophysiology. J Neuroophthalmol 2018; 38:85-90. [DOI: 10.1097/wno.0000000000000634] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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54
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Wang C, Klistorner A, Ly L, Barnett MH. White matter tract-specific quantitative analysis in multiple sclerosis: Comparison of optic radiation reconstruction techniques. PLoS One 2018; 13:e0191131. [PMID: 29342192 PMCID: PMC5771610 DOI: 10.1371/journal.pone.0191131] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2017] [Accepted: 12/28/2017] [Indexed: 11/23/2022] Open
Abstract
The posterior visual pathway is commonly affected by multiple sclerosis (MS) pathology that results in measurable clinical and electrophysiological impairment. Due to its highly structured retinotopic mapping, the visual pathway represents an ideal substrate for investigating patho-mechanisms in MS. Therefore, a reliable and robust imaging segmentation method for in-vivo delineation of the optic radiations (OR) is needed. However, diffusion-based tractography approaches, which are typically used for OR segmentation are confounded by the presence of focal white matter lesions. Current solutions require complex acquisition paradigms and demand expert image analysis, limiting application in both clinical trials and clinical practice. In the current study, using data acquired in a clinical setting on a 3T scanner, we optimised and compared two approaches for optic radiation (OR) reconstruction: individual probabilistic tractography-based and template-based methods. OR segmentation results were applied to subjects with MS and volumetric and diffusivity parameters were compared between OR segmentation techniques. Despite differences in reconstructed OR volumes, both OR lesion volume and OR diffusivity measurements in MS subjects were highly comparable using optimised probabilistic tractography-based, and template-based, methods. The choice of OR reconstruction technique should be determined primarily by the research question and the nature of the available dataset. Template-based approaches are particularly suited to the semi-automated analysis of large image datasets and have utility even in the absence of dMRI acquisitions. Individual tractography methods, while more complex than template based OR reconstruction, permit measurement of diffusivity changes along fibre bundles that are affected by specific MS lesions or other focal pathologies.
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Affiliation(s)
- Chenyu Wang
- Sydney Neuroimaging Analysis Centre, Sydney, New South Wales, Australia
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - Alexander Klistorner
- Sydney Neuroimaging Analysis Centre, Sydney, New South Wales, Australia
- Department of Ophthalmology, Save Sight Institute, University of Sydney, Sydney, New South Wales, Australia
- Australian School of Advanced Medicine, Macquarie University, Sydney, New South Wales, Australia
| | - Linda Ly
- Sydney Neuroimaging Analysis Centre, Sydney, New South Wales, Australia
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - Michael H. Barnett
- Sydney Neuroimaging Analysis Centre, Sydney, New South Wales, Australia
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
- * E-mail:
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Axonal damage in central and peripheral nervous system inflammatory demyelinating diseases: common and divergent pathways of tissue damage. Curr Opin Neurol 2018; 29:213-21. [PMID: 27058223 DOI: 10.1097/wco.0000000000000334] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
PURPOSE OF REVIEW Axonal injury is the pathological correlate of fixed disability in the inflammatory demyelinating disorders of the central and peripheral nervous system. The mechanisms that initiate and propagate neurodegeneration in these conditions are poorly understood, and a lack of available neuroprotective and proreparative therapies represent a significant unmet clinical need. In this article, we review new data pertaining to the convergent and divergent immunological, cellular, and molecular mechanisms that underpin neurodegeneration in multiple sclerosis and the chronic inflammatory demyelinating neuropathies that will inform the development of targeted therapies. RECENT FINDINGS New insights have been gained from recognition of the axon as an integral component of the axon-myelin unit, identification of defects in axonal transport, elucidation of mechanisms of Wallerian degeneration and, in the central nervous system, the appreciation of trans-synaptic axonal degeneration, and widespread cortical synaptopathy. Concurrently, specific immune triggers of axonal injury, particularly in the peripheral immune system; and inhibitors of repair and regrowth, have been identified. SUMMARY Neurodegeneration is a critical determinant of disability in the inflammatory demyelinating diseases of both the central nervous system and peripheral nervous system. Current therapies are restricted to agents that (effectively) treat the inflammatory components of these conditions. Although propagated, and in some instances triggered, by inflammation, axon damage will in future years be treated or prevented with adjuvant, targeted therapies that exploit emerging pathways to neurodegeneration.
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You Y, Graham EC, Shen T, Yiannikas C, Parratt J, Gupta V, Barton J, Dwyer M, Barnett MH, Fraser CL, Graham SL, Klistorner A. Progressive inner nuclear layer dysfunction in non-optic neuritis eyes in MS. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2018; 5:e427. [PMID: 29259999 PMCID: PMC5732006 DOI: 10.1212/nxi.0000000000000427] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/28/2017] [Accepted: 10/09/2017] [Indexed: 01/08/2023]
Abstract
OBJECTIVE To investigate primary retinal functional changes in non-optic neuritis (ON) eyes of patients with MS by full-field electroretinography (ERG). METHODS Seventy-seven patients with relapsing-remitting MS with no history of clinical ON in at least 1 eye and 30 healthy controls were recruited in the cohort study. Full-field ERGs were recorded, and retinal optical coherence tomography scans were performed to assess the thicknesses of peripapillary retinal nerve fiber layer (RNFL) and retinal ganglion cell layer-inner plexiform layer (GCL-IPL). Annual MRI scans were also carried out to evaluate the disease activity in the brain. Patients were followed up for 3 years. RESULTS At baseline, a delayed b-wave peak time was observed in the cone response (p < 0.001), which was associated with the thicknesses of RNFL and GCL-IPL. The peak time of the delayed b-wave also correlated with the Expanded Disability Status Scale, T2 lesion volume, and disease duration. During the 3-year follow-up, progressive ERG amplitude reduction was observed (both a- and b-waves, p < 0.05). There was a correlation between the b-wave amplitude reduction and longitudinal RNFL loss (p = 0.001). However, no correlation was found between longitudinal ERG changes and disease activity in the brain. CONCLUSIONS This study demonstrated progressive inner nuclear layer dysfunction in MS. The borderline a-wave changes suggested some outer retinal dysfunction as well. The correlation between full-field ERG changes and retinal ganglion cell loss suggested that there might be subclinical retinal pathology in MS affecting both outer and inner retinal layers.
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Affiliation(s)
- Yuyi You
- Save Sight Institute (Y.Y., E.C.G., C.L.F., A.K.), The University of Sydney; Department of Health and Medical Sciences (Y.Y., T.S., V.G., S.L.G., A.K.), Macquarie University; Department of Neurology (C.Y., J.P.), Royal North Shore Hospital; Brain and Mind Center (J.B., M.H.B.), The University of Sydney; Sydney Neuroimaging Analysis Center (M.H.B., A.K.), New South Wales, Australia; and Buffalo Neuroimaging Analysis Center (M.D.), University at Buffalo, NY
| | - Elizabeth C Graham
- Save Sight Institute (Y.Y., E.C.G., C.L.F., A.K.), The University of Sydney; Department of Health and Medical Sciences (Y.Y., T.S., V.G., S.L.G., A.K.), Macquarie University; Department of Neurology (C.Y., J.P.), Royal North Shore Hospital; Brain and Mind Center (J.B., M.H.B.), The University of Sydney; Sydney Neuroimaging Analysis Center (M.H.B., A.K.), New South Wales, Australia; and Buffalo Neuroimaging Analysis Center (M.D.), University at Buffalo, NY
| | - Ting Shen
- Save Sight Institute (Y.Y., E.C.G., C.L.F., A.K.), The University of Sydney; Department of Health and Medical Sciences (Y.Y., T.S., V.G., S.L.G., A.K.), Macquarie University; Department of Neurology (C.Y., J.P.), Royal North Shore Hospital; Brain and Mind Center (J.B., M.H.B.), The University of Sydney; Sydney Neuroimaging Analysis Center (M.H.B., A.K.), New South Wales, Australia; and Buffalo Neuroimaging Analysis Center (M.D.), University at Buffalo, NY
| | - Con Yiannikas
- Save Sight Institute (Y.Y., E.C.G., C.L.F., A.K.), The University of Sydney; Department of Health and Medical Sciences (Y.Y., T.S., V.G., S.L.G., A.K.), Macquarie University; Department of Neurology (C.Y., J.P.), Royal North Shore Hospital; Brain and Mind Center (J.B., M.H.B.), The University of Sydney; Sydney Neuroimaging Analysis Center (M.H.B., A.K.), New South Wales, Australia; and Buffalo Neuroimaging Analysis Center (M.D.), University at Buffalo, NY
| | - John Parratt
- Save Sight Institute (Y.Y., E.C.G., C.L.F., A.K.), The University of Sydney; Department of Health and Medical Sciences (Y.Y., T.S., V.G., S.L.G., A.K.), Macquarie University; Department of Neurology (C.Y., J.P.), Royal North Shore Hospital; Brain and Mind Center (J.B., M.H.B.), The University of Sydney; Sydney Neuroimaging Analysis Center (M.H.B., A.K.), New South Wales, Australia; and Buffalo Neuroimaging Analysis Center (M.D.), University at Buffalo, NY
| | - Vivek Gupta
- Save Sight Institute (Y.Y., E.C.G., C.L.F., A.K.), The University of Sydney; Department of Health and Medical Sciences (Y.Y., T.S., V.G., S.L.G., A.K.), Macquarie University; Department of Neurology (C.Y., J.P.), Royal North Shore Hospital; Brain and Mind Center (J.B., M.H.B.), The University of Sydney; Sydney Neuroimaging Analysis Center (M.H.B., A.K.), New South Wales, Australia; and Buffalo Neuroimaging Analysis Center (M.D.), University at Buffalo, NY
| | - Joshua Barton
- Save Sight Institute (Y.Y., E.C.G., C.L.F., A.K.), The University of Sydney; Department of Health and Medical Sciences (Y.Y., T.S., V.G., S.L.G., A.K.), Macquarie University; Department of Neurology (C.Y., J.P.), Royal North Shore Hospital; Brain and Mind Center (J.B., M.H.B.), The University of Sydney; Sydney Neuroimaging Analysis Center (M.H.B., A.K.), New South Wales, Australia; and Buffalo Neuroimaging Analysis Center (M.D.), University at Buffalo, NY
| | - Michael Dwyer
- Save Sight Institute (Y.Y., E.C.G., C.L.F., A.K.), The University of Sydney; Department of Health and Medical Sciences (Y.Y., T.S., V.G., S.L.G., A.K.), Macquarie University; Department of Neurology (C.Y., J.P.), Royal North Shore Hospital; Brain and Mind Center (J.B., M.H.B.), The University of Sydney; Sydney Neuroimaging Analysis Center (M.H.B., A.K.), New South Wales, Australia; and Buffalo Neuroimaging Analysis Center (M.D.), University at Buffalo, NY
| | - Michael H Barnett
- Save Sight Institute (Y.Y., E.C.G., C.L.F., A.K.), The University of Sydney; Department of Health and Medical Sciences (Y.Y., T.S., V.G., S.L.G., A.K.), Macquarie University; Department of Neurology (C.Y., J.P.), Royal North Shore Hospital; Brain and Mind Center (J.B., M.H.B.), The University of Sydney; Sydney Neuroimaging Analysis Center (M.H.B., A.K.), New South Wales, Australia; and Buffalo Neuroimaging Analysis Center (M.D.), University at Buffalo, NY
| | - Clare L Fraser
- Save Sight Institute (Y.Y., E.C.G., C.L.F., A.K.), The University of Sydney; Department of Health and Medical Sciences (Y.Y., T.S., V.G., S.L.G., A.K.), Macquarie University; Department of Neurology (C.Y., J.P.), Royal North Shore Hospital; Brain and Mind Center (J.B., M.H.B.), The University of Sydney; Sydney Neuroimaging Analysis Center (M.H.B., A.K.), New South Wales, Australia; and Buffalo Neuroimaging Analysis Center (M.D.), University at Buffalo, NY
| | - Stuart L Graham
- Save Sight Institute (Y.Y., E.C.G., C.L.F., A.K.), The University of Sydney; Department of Health and Medical Sciences (Y.Y., T.S., V.G., S.L.G., A.K.), Macquarie University; Department of Neurology (C.Y., J.P.), Royal North Shore Hospital; Brain and Mind Center (J.B., M.H.B.), The University of Sydney; Sydney Neuroimaging Analysis Center (M.H.B., A.K.), New South Wales, Australia; and Buffalo Neuroimaging Analysis Center (M.D.), University at Buffalo, NY
| | - Alexander Klistorner
- Save Sight Institute (Y.Y., E.C.G., C.L.F., A.K.), The University of Sydney; Department of Health and Medical Sciences (Y.Y., T.S., V.G., S.L.G., A.K.), Macquarie University; Department of Neurology (C.Y., J.P.), Royal North Shore Hospital; Brain and Mind Center (J.B., M.H.B.), The University of Sydney; Sydney Neuroimaging Analysis Center (M.H.B., A.K.), New South Wales, Australia; and Buffalo Neuroimaging Analysis Center (M.D.), University at Buffalo, NY
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Birkeldh U, Manouchehrinia A, Hietala MA, Hillert J, Olsson T, Piehl F, Kockum IS, Brundin L, Zahavi O, Wahlberg-Ramsay M, Brautaset R, Nilsson M. The Temporal Retinal Nerve Fiber Layer Thickness Is the Most Important Optical Coherence Tomography Estimate in Multiple Sclerosis. Front Neurol 2017; 8:675. [PMID: 29326643 PMCID: PMC5733353 DOI: 10.3389/fneur.2017.00675] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2017] [Accepted: 11/28/2017] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Reduced peripapillary retinal nerve fiber layer (pRNFL) and combined ganglion cell and inner plexiform layer (GCIP) thicknesses as measured by optical coherence tomography (OCT) have been observed in multiple sclerosis (MS) patients. The purpose was to determine the most associative OCT measure to level of cognitive and physical disability in MS. METHODS Data were collected from 546 MS patients and 175 healthy controls (HCs). We compared the average pRNFL, temporal pRNFL (T-pRNFL), overall inner ganglion cell/inner plexiform layer (GCIP), and the overall ganglion cell complex (GCC) including macular RNFL and GCIP thicknesses measurements in differentiating MS subtypes from HCs. The association between OCT measures, Expanded Disability Status Scale (EDSS), and Symbol Digit Modalities Test (SDMT) were assessed using generalized estimating equations models. RESULTS Both peripapillary and macular OCT measurements could differentiate all MS subtypes from HCs. The SDMT score was significantly associated with reduced thickness of all OCT measures, mostly in average pRNFL (0.14 µm, P = 0.001) and T-pRNFL (0.17 µm, P < 0.001). The EDSS score was significantly associated with reduced inner retinal layer thickness. The largest reduction was seen in T-pRNFL (-1.52 μm, P < 0.001) and inner GCC (-1.78 μm, P < 0.001). CONCLUSION The T-pRNFL is highly sensitive and associated with level of both cognitive and physical disability.
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Affiliation(s)
- Ulrika Birkeldh
- Unit of Optometry, Department of Clinical Neuroscience, St. Erik Eye Hospital, Karolinska Institute, Stockholm, Sweden
| | - Ali Manouchehrinia
- Department of Clinical Neuroscience, Karolinska Institute at Karolinska University Hospital Solna, Stockholm, Sweden
| | - Max Albert Hietala
- Department of Clinical Neuroscience, Karolinska Institute at Karolinska University Hospital Solna, Stockholm, Sweden
| | - Jan Hillert
- Department of Clinical Neuroscience, Karolinska Institute at Karolinska University Hospital Solna, Stockholm, Sweden
| | - Tomas Olsson
- Department of Clinical Neuroscience, Karolinska Institute at Karolinska University Hospital Solna, Stockholm, Sweden
| | - Fredrik Piehl
- Department of Clinical Neuroscience, Karolinska Institute at Karolinska University Hospital Solna, Stockholm, Sweden
| | - Ingrid Skelton Kockum
- Department of Clinical Neuroscience, Karolinska Institute at Karolinska University Hospital Solna, Stockholm, Sweden
| | - Lou Brundin
- Department of Clinical Neuroscience, Karolinska Institute at Karolinska University Hospital Solna, Stockholm, Sweden
| | - Ori Zahavi
- Unit of Optometry, Department of Clinical Neuroscience, St. Erik Eye Hospital, Karolinska Institute, Stockholm, Sweden
| | - Marika Wahlberg-Ramsay
- Unit of Optometry, Department of Clinical Neuroscience, St. Erik Eye Hospital, Karolinska Institute, Stockholm, Sweden
| | - Rune Brautaset
- Unit of Optometry, Department of Clinical Neuroscience, St. Erik Eye Hospital, Karolinska Institute, Stockholm, Sweden
| | - Maria Nilsson
- Unit of Optometry, Department of Clinical Neuroscience, St. Erik Eye Hospital, Karolinska Institute, Stockholm, Sweden
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Klistorner A, Graham EC, Yiannikas C, Barnett M, Parratt J, Garrick R, Wang C, You Y, Graham SL. Progression of retinal ganglion cell loss in multiple sclerosis is associated with new lesions in the optic radiations. Eur J Neurol 2017; 24:1392-1398. [PMID: 28799222 DOI: 10.1111/ene.13404] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2017] [Accepted: 07/04/2017] [Indexed: 01/21/2023]
Abstract
BACKGROUND AND PURPOSE The mechanism of retinal ganglion cell and retinal nerve fiber layer loss in multiple sclerosis (MS) remains unknown. This study aimed to investigate the association between temporal retinal nerve fiber layer (tRNFL) thinning and disease activity in the brain determined by T2 lesions on magnetic resonance imaging (MRI). METHODS Fifty-five consecutive patients with relapsing-remitting MS and 25 controls were enrolled. All patients underwent annual optical coherence tomography and high-resolution MRI scans for tRNFL thickness and brain lesion volume analysis, respectively. RESULTS Significant tRNFL thickness reduction was observed over the 3-year follow-up period at a relatively constant rate (1.02 μm/year). Thinning of tRNFL fibers was more prominent in younger patients (P = 0.01). The tRNFL loss was associated with new MRI lesions in the optic radiations (ORs). There was significantly greater tRNFL thinning in patients with new lesional activity in the ORs compared with patients with new lesions outside the ORs (P = 0.009). CONCLUSIONS This study supports the notion that retrograde transneuronal degeneration caused by OR lesions might play a role in progressive retinal nerve fiber layer loss. In addition, the results of the study also indicate that the disease-related neurodegenerative changes in the retina start much earlier than the clinical diagnosis of MS.
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Affiliation(s)
- A Klistorner
- Save Sight Institute, Sydney Medical School, University of Sydney, Sydney, NSW.,Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW.,Sydney Neuroimaging Analysis Centre, Sydney, NSW
| | - E C Graham
- Save Sight Institute, Sydney Medical School, University of Sydney, Sydney, NSW
| | | | - M Barnett
- Sydney Neuroimaging Analysis Centre, Sydney, NSW.,Brain and Mind Centre, University of Sydney, Sydney, NSW
| | - J Parratt
- Royal North Shore Hospital, Sydney, NSW
| | - R Garrick
- St Vincent's Hospital, Sydney, NSW, Australia
| | - C Wang
- Sydney Neuroimaging Analysis Centre, Sydney, NSW.,Brain and Mind Centre, University of Sydney, Sydney, NSW
| | - Y You
- Save Sight Institute, Sydney Medical School, University of Sydney, Sydney, NSW.,Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW
| | - S L Graham
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW
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59
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Petzold A, Balcer LJ, Calabresi PA, Costello F, Frohman TC, Frohman EM, Martinez-Lapiscina EH, Green AJ, Kardon R, Outteryck O, Paul F, Schippling S, Vermersch P, Villoslada P, Balk LJ. Retinal layer segmentation in multiple sclerosis: a systematic review and meta-analysis. Lancet Neurol 2017; 16:797-812. [PMID: 28920886 DOI: 10.1016/s1474-4422(17)30278-8] [Citation(s) in RCA: 363] [Impact Index Per Article: 51.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2016] [Revised: 03/13/2017] [Accepted: 08/03/2017] [Indexed: 12/11/2022]
Abstract
BACKGROUND Structural retinal imaging biomarkers are important for early recognition and monitoring of inflammation and neurodegeneration in multiple sclerosis. With the introduction of spectral domain optical coherence tomography (SD-OCT), supervised automated segmentation of individual retinal layers is possible. We aimed to investigate which retinal layers show atrophy associated with neurodegeneration in multiple sclerosis when measured with SD-OCT. METHODS In this systematic review and meta-analysis, we searched for studies in which SD-OCT was used to look at the retina in people with multiple sclerosis with or without optic neuritis in PubMed, Web of Science, and Google Scholar between Nov 22, 1991, and April 19, 2016. Data were taken from cross-sectional cohorts and from one timepoint from longitudinal studies (at least 3 months after onset in studies of optic neuritis). We classified data on eyes into healthy controls, multiple-sclerosis-associated optic neuritis (MSON), and multiple sclerosis without optic neuritis (MSNON). We assessed thickness of the retinal layers and we rated individual layer segmentation performance by random effects meta-analysis for MSON eyes versus control eyes, MSNON eyes versus control eyes, and MSNON eyes versus MSON eyes. We excluded relevant sources of bias by funnel plots. FINDINGS Of 25 497 records identified, 110 articles were eligible and 40 reported data (in total 5776 eyes from patients with multiple sclerosis [1667 MSON eyes and 4109 MSNON eyes] and 1697 eyes from healthy controls) that met published OCT quality control criteria and were suitable for meta-analysis. Compared with control eyes, the peripapillary retinal nerve fibre layer (RNFL) showed thinning in MSON eyes (mean difference -20·10 μm, 95% CI -22·76 to -17·44; p<0·0001) and in MSNON eyes (-7·41 μm, -8·98 to -5·83; p<0·0001). The macula showed RNFL thinning of -6·18 μm (-8·07 to -4·28; p<0·0001) in MSON eyes and -2·15 μm (-3·15 to -1·15; p<0·0001) in MSNON eyes compared with control eyes. Atrophy of the macular ganglion cell layer and inner plexiform layer (GCIPL) was -16·42 μm (-19·23 to -13·60; p<0·0001) for MSON eyes and -6·31 μm (-7·75 to -4·87; p<0·0001) for MSNON eyes compared with control eyes. A small degree of inner nuclear layer (INL) thickening occurred in MSON eyes compared with control eyes (0·77 μm, 0·25 to 1·28; p=0·003). We found no statistical difference in the thickness of the combined outer nuclear layer and outer plexiform layer when we compared MSNON or MSON eyes with control eyes, but we found a small degree of thickening of the combined layer when we compared MSON eyes with MSNON eyes (1·21 μm, 0·24 to 2·19; p=0·01). INTERPRETATION The largest and most robust differences between the eyes of people with multiple sclerosis and control eyes were found in the peripapillary RNFL and macular GCIPL. Inflammatory disease activity might be captured by the INL. Because of the consistency, robustness, and large effect size, we recommend inclusion of the peripapillary RNFL and macular GCIPL for diagnosis, monitoring, and research. FUNDING None.
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Affiliation(s)
- Axel Petzold
- Moorfields Eye Hospital, London, UK; Department of Neurology, Amsterdam Neuroscience, VUmc MS Center Amsterdam and Dutch Expertise Centre for Neuro-ophthalmology, VU University Medical Center, Amsterdam, Netherlands; Institute of Neurology, University College London, London, UK.
| | - Laura J Balcer
- Department of Neurology, Department of Ophthalmology, and Department of Population Health, New York University School of Medicine, New York, NY, USA
| | | | - Fiona Costello
- Department of Clinical Neurosciences and Department of Surgery, University of Calgary, Calgary, AB, Canada
| | - Teresa C Frohman
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Elliot M Frohman
- Department of Neurology, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Elena H Martinez-Lapiscina
- Center of Neuroimmunology, Institute of Biomedical Research August Pi Sunyer, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Ari J Green
- Multiple Sclerosis Center, Department of Neurology, University of California San Francisco, San Francisco, CA, USA
| | - Randy Kardon
- Iowa City VA Center for Prevention and Treatment of Visual Loss, Department of Veterans Affairs Hospital Iowa City, and Department of Ophthalmology and Visual Sciences, University of Iowa Hospital and Clinics, Iowa City, IA, USA
| | - Olivier Outteryck
- Department of Neurology, University of Lille Nord de France, Lille, France
| | - Friedemann Paul
- NeuroCure Clinical Research Center, Charité, Department of Neurology, Experimental and Clinical Research Center, Max Delbrueck Center for Molecular Medicine and Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Sven Schippling
- Neuroimmunology and Multiple Sclerosis Research Section, University Hospital Zurich, Zurich, Switzerland
| | - Patrik Vermersch
- Université Lille, CHRU Lille, LYRIC-INSERM U995, FHU Imminent, Lille, France
| | - Pablo Villoslada
- Center of Neuroimmunology, Institute of Biomedical Research August Pi Sunyer, Hospital Clinic of Barcelona, Barcelona, Spain
| | - Lisanne J Balk
- Department of Neurology, Amsterdam Neuroscience, VUmc MS Center Amsterdam and Dutch Expertise Centre for Neuro-ophthalmology, VU University Medical Center, Amsterdam, Netherlands
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Puthenparampil M, Federle L, Poggiali D, Miante S, Signori A, Pilotto E, Rinaldi F, Perini P, Sormani MP, Midena E, Gallo P. Trans-synaptic degeneration in the optic pathway. A study in clinically isolated syndrome and early relapsing-remitting multiple sclerosis with or without optic neuritis. PLoS One 2017; 12:e0183957. [PMID: 28850630 PMCID: PMC5574611 DOI: 10.1371/journal.pone.0183957] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2016] [Accepted: 08/15/2017] [Indexed: 01/07/2023] Open
Abstract
OBJECTIVE Increasing evidence suggest that neuronal damage is an early and diffuse feature of Multiple Sclerosis (MS) pathology. Analysis of the optic pathway may help to clarify the mechanisms involved in grey matter damage in MS. Purpose of our study was to investigate the relationship between inflammation and neurodegeneration and to achieve evidence of trans-synaptic degeneration in the optic pathway in MS at clinical onset. METHODS 50 clinically isolated syndromes/early relapse-onset MS (CIS/eRRMS) with mean disease duration of 4.0±3.5 months, 28 MRI healthy controls (HC) and 31 OCT-HC were studied. Ten patients had optic neuritis at presentation (MSON+), 40 presented with other symptoms (MSON-). MRI examination included 3D-T1, 3D-FLAIR and 3D-DIR sequences. Global cortical thickness (gCTh), pericalcarin CTh (pCTh) and white matter volume (WMV) were analysed by means of Freesurfer on 3D-T1 scans. Optic radiation morphology (OR) and volume (ORV) were reconstructed on the base of the Jülich's Atlas. White matter lesion volume (WMLV), OR-WMLV and percent WM damage (WMLV/WMV = WMLV% and OR-WMLV/ORV = ORWMLV%) were obtained by 3D-FLAIR image segmentation. 3D-DIR sequences were applied to identify inflammatory lesions of the optic nerve. Optic coherence tomography (OCT) protocol included the analysis of global peripapillary retinal nerve fiber layer (g-RNFL) and the 6 fundus oculi's sectors (temporal, T-RNFL; temporal superior, TS-RNFL; nasal superior, NS-RNFL; nasal, N-RNFL; nasal inferior, NI-RNFL, temporal inferior, TI-RNFL). The retina of both eyes was analyzed. The eyes of ON+ were further divided into affected (aON+) or not (naON+). RESULTS No difference in CTh was found between CIS/eRRMS and HC, and between MSON+ and MSON-. Moreover, MSON+ and MSON- did not differ for any WM lesion load parameter. The most significant correlations between RNFL thickness and optic radiation WM pathology were found in MSON+. In these patients, the temporal RNFL inversely correlated to ipsilateral optic radiation WM lesion load (T-RNFL: r -0.7, p<0.05; TS-RNFL: r -0.7, p<0.05), while nasal RNFL inversely correlated to contralateral optic radiation WM lesion load (NI: r -0.8, p<0.01; NS-RNFL: r -0.8, p<0.01). CONCLUSIONS Our findings suggest that in MSON+ the optic pathway is site of a diffuse pathological process that involves both directly and via trans-synaptic degeneration the RNFL.
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Affiliation(s)
- Marco Puthenparampil
- Multiple Sclerosis Centre, Department of Neurosciences DNS, University Hospital–Medical School, Padova, Italy
| | - Lisa Federle
- Multiple Sclerosis Centre, Department of Neurosciences DNS, University Hospital–Medical School, Padova, Italy
| | - Davide Poggiali
- Multiple Sclerosis Centre, Department of Neurosciences DNS, University Hospital–Medical School, Padova, Italy
| | - Silvia Miante
- Multiple Sclerosis Centre, Department of Neurosciences DNS, University Hospital–Medical School, Padova, Italy
| | - Alessio Signori
- Department of Health Sciences, Section of Biostatistics–University of Genova, Genova, Italy
| | - Elisabetta Pilotto
- Ophthalmology Unit, Department of Neurosciences DNS, University Hospital–Medical School, Padova, Italy
| | - Francesca Rinaldi
- Multiple Sclerosis Centre, Department of Neurosciences DNS, University Hospital–Medical School, Padova, Italy
| | - Paola Perini
- Multiple Sclerosis Centre, Department of Neurosciences DNS, University Hospital–Medical School, Padova, Italy
| | - Maria Pia Sormani
- Department of Health Sciences, Section of Biostatistics–University of Genova, Genova, Italy
| | - Edoardo Midena
- Ophthalmology Unit, Department of Neurosciences DNS, University Hospital–Medical School, Padova, Italy
| | - Paolo Gallo
- Multiple Sclerosis Centre, Department of Neurosciences DNS, University Hospital–Medical School, Padova, Italy
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Kuchling J, Brandt AU, Paul F, Scheel M. Diffusion tensor imaging for multilevel assessment of the visual pathway: possibilities for personalized outcome prediction in autoimmune disorders of the central nervous system. EPMA J 2017; 8:279-294. [PMID: 29021839 DOI: 10.1007/s13167-017-0102-x] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2017] [Accepted: 06/07/2017] [Indexed: 02/06/2023]
Abstract
The afferent visual pathway represents the most frequently affected white matter pathway in multiple sclerosis (MS) and neuromyelitis optica spectrum disorders (NMOSD). Diffusion tensor imaging (DTI) can reveal microstructural or non-overt brain tissue damage and quantify pathological processes. DTI facilitates the reconstruction of major white matter fiber tracts allowing for the assessment of structure-function and damage-dysfunction relationships. In this review, we outline DTI studies investigating the afferent visual pathway in idiopathic optic neuritis (ON), NMOSD, and MS. Since MS damage patterns are believed to depend on multiple factors, i.e., ON (anterior visual pathway damage), inflammatory lesions (posterior visual pathway damage), and global diffuse inflammatory and neurodegenerative processes, comprehensive knowledge on different contributing factors using DTI in vivo may advance our understanding of MS disease pathology. Combination of DTI measures and visual outcome parameters yields the potential to improve routine clinical diagnostic procedures and may further the accuracy of individual prognosis with regard to visual function and personalized disease outcome. However, due to the inherent limitations of DTI acquisition and post-processing techniques and the so far heterogeneous and equivocal data of previous studies, evaluation of the true potential of DTI as a possible biomarker for afferent visual pathway dysfunction is still substantially limited. Further research efforts with larger longitudinal studies and standardized DTI acquisition and post-processing validation criteria are needed to overcome current DTI limitations. DTI evaluation at different levels of the visual pathway has the potential to provide markers for individual damage evaluation in the future. As an imaging biomarker, DTI may support individual outcome prediction during personalized treatment algorithms in MS and other neuroinflammatory diseases, hereby leveraging the concept of predictive, preventive, and personalized medicine in the field of clinical neuroimmunology.
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Affiliation(s)
- Joseph Kuchling
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Neurocure Cluster of Excellence, NeuroCure Clinical Research Center, Charitéplatz 1, D-10117 Berlin, Germany.,Department of Neurology, Charité - Universitätsmedizin Berlin, Charitéplatz 1, D-10117 Berlin, Germany
| | - Alexander U Brandt
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Neurocure Cluster of Excellence, NeuroCure Clinical Research Center, Charitéplatz 1, D-10117 Berlin, Germany
| | - Friedemann Paul
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Neurocure Cluster of Excellence, NeuroCure Clinical Research Center, Charitéplatz 1, D-10117 Berlin, Germany.,Department of Neurology, Charité - Universitätsmedizin Berlin, Charitéplatz 1, D-10117 Berlin, Germany.,Experimental and Clinical Research Center, Max Delbrueck Center for Molecular Medicine and Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Michael Scheel
- Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Neurocure Cluster of Excellence, NeuroCure Clinical Research Center, Charitéplatz 1, D-10117 Berlin, Germany
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Arrigo A, Calamuneri A, Milardi D, Mormina E, Rania L, Postorino E, Marino S, Di Lorenzo G, Anastasi GP, Ghilardi MF, Aragona P, Quartarone A, Gaeta M. Visual System Involvement in Patients with Newly Diagnosed Parkinson Disease. Radiology 2017; 285:885-895. [PMID: 28696183 DOI: 10.1148/radiol.2017161732] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Purpose To assess intracranial visual system changes of newly diagnosed Parkinson disease in drug-naïve patients. Materials and Methods Twenty patients with newly diagnosed Parkinson disease and 20 age-matched control subjects were recruited. Magnetic resonance (MR) imaging (T1-weighted and diffusion-weighted imaging) was performed with a 3-T MR imager. White matter changes were assessed by exploring a white matter diffusion profile by means of diffusion-tensor imaging-based parameters and constrained spherical deconvolution-based connectivity analysis and by means of white matter voxel-based morphometry (VBM). Alterations in occipital gray matter were investigated by means of gray matter VBM. Morphologic analysis of the optic chiasm was based on manual measurement of regions of interest. Statistical testing included analysis of variance, t tests, and permutation tests. Results In the patients with Parkinson disease, significant alterations were found in optic radiation connectivity distribution, with decreased lateral geniculate nucleus V2 density (F, -8.28; P < .05), a significant increase in optic radiation mean diffusivity (F, 7.5; P = .014), and a significant reduction in white matter concentration. VBM analysis also showed a significant reduction in visual cortical volumes (P < .05). Moreover, the chiasmatic area and volume were significantly reduced (P < .05). Conclusion The findings show that visual system alterations can be detected in early stages of Parkinson disease and that the entire intracranial visual system can be involved. © RSNA, 2017 Online supplemental material is available for this article.
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Affiliation(s)
- Alessandro Arrigo
- From the Department of Opthalmology, IRCCS Ospedale San Raffaele, University Vita-Salute, via Olgettina 60, Milan, 20132, Italy (A.A.); Department of Biomedical Science and Morphological and Functional Images, University of Messina, Azienda Ospedaliera Universitaria Policlinico G. Martino, Messina, Italy (A.A., A.C., D.M., E.M., L.R., E.P., G.P.A., P.A., A.Q., M.G.); IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy (D.M., S.M., G.D.L.); and Sophie Davis School for Biomedical Education at CCNY, City University of New York, New York, NY (M.F.G.)
| | - Alessandro Calamuneri
- From the Department of Opthalmology, IRCCS Ospedale San Raffaele, University Vita-Salute, via Olgettina 60, Milan, 20132, Italy (A.A.); Department of Biomedical Science and Morphological and Functional Images, University of Messina, Azienda Ospedaliera Universitaria Policlinico G. Martino, Messina, Italy (A.A., A.C., D.M., E.M., L.R., E.P., G.P.A., P.A., A.Q., M.G.); IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy (D.M., S.M., G.D.L.); and Sophie Davis School for Biomedical Education at CCNY, City University of New York, New York, NY (M.F.G.)
| | - Demetrio Milardi
- From the Department of Opthalmology, IRCCS Ospedale San Raffaele, University Vita-Salute, via Olgettina 60, Milan, 20132, Italy (A.A.); Department of Biomedical Science and Morphological and Functional Images, University of Messina, Azienda Ospedaliera Universitaria Policlinico G. Martino, Messina, Italy (A.A., A.C., D.M., E.M., L.R., E.P., G.P.A., P.A., A.Q., M.G.); IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy (D.M., S.M., G.D.L.); and Sophie Davis School for Biomedical Education at CCNY, City University of New York, New York, NY (M.F.G.)
| | - Enricomaria Mormina
- From the Department of Opthalmology, IRCCS Ospedale San Raffaele, University Vita-Salute, via Olgettina 60, Milan, 20132, Italy (A.A.); Department of Biomedical Science and Morphological and Functional Images, University of Messina, Azienda Ospedaliera Universitaria Policlinico G. Martino, Messina, Italy (A.A., A.C., D.M., E.M., L.R., E.P., G.P.A., P.A., A.Q., M.G.); IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy (D.M., S.M., G.D.L.); and Sophie Davis School for Biomedical Education at CCNY, City University of New York, New York, NY (M.F.G.)
| | - Laura Rania
- From the Department of Opthalmology, IRCCS Ospedale San Raffaele, University Vita-Salute, via Olgettina 60, Milan, 20132, Italy (A.A.); Department of Biomedical Science and Morphological and Functional Images, University of Messina, Azienda Ospedaliera Universitaria Policlinico G. Martino, Messina, Italy (A.A., A.C., D.M., E.M., L.R., E.P., G.P.A., P.A., A.Q., M.G.); IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy (D.M., S.M., G.D.L.); and Sophie Davis School for Biomedical Education at CCNY, City University of New York, New York, NY (M.F.G.)
| | - Elisa Postorino
- From the Department of Opthalmology, IRCCS Ospedale San Raffaele, University Vita-Salute, via Olgettina 60, Milan, 20132, Italy (A.A.); Department of Biomedical Science and Morphological and Functional Images, University of Messina, Azienda Ospedaliera Universitaria Policlinico G. Martino, Messina, Italy (A.A., A.C., D.M., E.M., L.R., E.P., G.P.A., P.A., A.Q., M.G.); IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy (D.M., S.M., G.D.L.); and Sophie Davis School for Biomedical Education at CCNY, City University of New York, New York, NY (M.F.G.)
| | - Silvia Marino
- From the Department of Opthalmology, IRCCS Ospedale San Raffaele, University Vita-Salute, via Olgettina 60, Milan, 20132, Italy (A.A.); Department of Biomedical Science and Morphological and Functional Images, University of Messina, Azienda Ospedaliera Universitaria Policlinico G. Martino, Messina, Italy (A.A., A.C., D.M., E.M., L.R., E.P., G.P.A., P.A., A.Q., M.G.); IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy (D.M., S.M., G.D.L.); and Sophie Davis School for Biomedical Education at CCNY, City University of New York, New York, NY (M.F.G.)
| | - Giuseppe Di Lorenzo
- From the Department of Opthalmology, IRCCS Ospedale San Raffaele, University Vita-Salute, via Olgettina 60, Milan, 20132, Italy (A.A.); Department of Biomedical Science and Morphological and Functional Images, University of Messina, Azienda Ospedaliera Universitaria Policlinico G. Martino, Messina, Italy (A.A., A.C., D.M., E.M., L.R., E.P., G.P.A., P.A., A.Q., M.G.); IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy (D.M., S.M., G.D.L.); and Sophie Davis School for Biomedical Education at CCNY, City University of New York, New York, NY (M.F.G.)
| | - Giuseppe Pio Anastasi
- From the Department of Opthalmology, IRCCS Ospedale San Raffaele, University Vita-Salute, via Olgettina 60, Milan, 20132, Italy (A.A.); Department of Biomedical Science and Morphological and Functional Images, University of Messina, Azienda Ospedaliera Universitaria Policlinico G. Martino, Messina, Italy (A.A., A.C., D.M., E.M., L.R., E.P., G.P.A., P.A., A.Q., M.G.); IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy (D.M., S.M., G.D.L.); and Sophie Davis School for Biomedical Education at CCNY, City University of New York, New York, NY (M.F.G.)
| | - Maria Felice Ghilardi
- From the Department of Opthalmology, IRCCS Ospedale San Raffaele, University Vita-Salute, via Olgettina 60, Milan, 20132, Italy (A.A.); Department of Biomedical Science and Morphological and Functional Images, University of Messina, Azienda Ospedaliera Universitaria Policlinico G. Martino, Messina, Italy (A.A., A.C., D.M., E.M., L.R., E.P., G.P.A., P.A., A.Q., M.G.); IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy (D.M., S.M., G.D.L.); and Sophie Davis School for Biomedical Education at CCNY, City University of New York, New York, NY (M.F.G.)
| | - Pasquale Aragona
- From the Department of Opthalmology, IRCCS Ospedale San Raffaele, University Vita-Salute, via Olgettina 60, Milan, 20132, Italy (A.A.); Department of Biomedical Science and Morphological and Functional Images, University of Messina, Azienda Ospedaliera Universitaria Policlinico G. Martino, Messina, Italy (A.A., A.C., D.M., E.M., L.R., E.P., G.P.A., P.A., A.Q., M.G.); IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy (D.M., S.M., G.D.L.); and Sophie Davis School for Biomedical Education at CCNY, City University of New York, New York, NY (M.F.G.)
| | - Angelo Quartarone
- From the Department of Opthalmology, IRCCS Ospedale San Raffaele, University Vita-Salute, via Olgettina 60, Milan, 20132, Italy (A.A.); Department of Biomedical Science and Morphological and Functional Images, University of Messina, Azienda Ospedaliera Universitaria Policlinico G. Martino, Messina, Italy (A.A., A.C., D.M., E.M., L.R., E.P., G.P.A., P.A., A.Q., M.G.); IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy (D.M., S.M., G.D.L.); and Sophie Davis School for Biomedical Education at CCNY, City University of New York, New York, NY (M.F.G.)
| | - Michele Gaeta
- From the Department of Opthalmology, IRCCS Ospedale San Raffaele, University Vita-Salute, via Olgettina 60, Milan, 20132, Italy (A.A.); Department of Biomedical Science and Morphological and Functional Images, University of Messina, Azienda Ospedaliera Universitaria Policlinico G. Martino, Messina, Italy (A.A., A.C., D.M., E.M., L.R., E.P., G.P.A., P.A., A.Q., M.G.); IRCCS Centro Neurolesi Bonino Pulejo, Messina, Italy (D.M., S.M., G.D.L.); and Sophie Davis School for Biomedical Education at CCNY, City University of New York, New York, NY (M.F.G.)
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de Blank P, Fisher MJ, Gittleman H, Barnholtz-Sloan JS, Badve C, Berman JI. Validation of an automated tractography method for the optic radiations as a biomarker of visual acuity in neurofibromatosis-associated optic pathway glioma. Exp Neurol 2017; 299:308-316. [PMID: 28587872 DOI: 10.1016/j.expneurol.2017.06.004] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2016] [Revised: 04/21/2017] [Accepted: 06/02/2017] [Indexed: 11/28/2022]
Abstract
INTRODUCTION Fractional anisotropy (FA) of the optic radiations has been associated with vision deficit in multiple intrinsic brain pathologies including NF1 associated optic pathway glioma, but hand-drawn regions of interest used in previous tractography methods limit consistency of this potential biomarker. We created an automated method to identify white matter tracts in the optic radiations and compared this method to previously reported hand-drawn tractography. METHOD Automated tractography of the optic radiation using probabilistic streamline fiber tracking between the lateral geniculate nucleus of the thalamus and the occipital cortex was compared to the hand-drawn method between regions of interest posterior to Meyer's loop and anterior to tract branching near the calcarine cortex. Reliability was assessed by two independent raters in a sample of 20 healthy child controls. Among 50 children with NF1-associated optic pathway glioma, the association of FA and visual acuity deficit was compared for both tractography methods. RESULTS Hand-drawn tractography methods required 2.6±0.9min/participant; automated methods were performed in <1min of operator time for all participants. Cronbach's alpha was 0.83 between two independent raters for FA in hand-drawn tractography, but repeated automated tractography resulted in identical FA values (Cronbach's alpha=1). On univariate and multivariate analyses, FA was similarly associated with visual acuity loss using both methods. Receiver operator characteristic curves of both multivariate models demonstrated that both automated and hand-drawn tractography methods were equally able to distinguish normal from abnormal visual acuity. CONCLUSION Automated tractography of the optic radiations offers a fast, reliable and consistent method of tract identification that is not reliant on operator time or expertise. This method of tract identification may be useful as DTI is developed as a potential biomarker for visual acuity.
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Affiliation(s)
- Peter de Blank
- Division of Oncology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States; University of Cincinnati, Department of Pediatrics, Cincinnati, OH, United States.
| | - Michael J Fisher
- Division of Oncology, The Children's Hospital of Philadelphia, Philadelphia, PA, United States
| | - Haley Gittleman
- University of Cincinnati, Department of Pediatrics, Cincinnati, OH, United States
| | | | - Chaitra Badve
- University of Cincinnati, Department of Pediatrics, Cincinnati, OH, United States
| | - Jeffrey I Berman
- Department of Radiology, The Children's Hospital of Philadelphia, Philadelphia, PA, United States
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Britze J, Pihl-Jensen G, Frederiksen JL. Retinal ganglion cell analysis in multiple sclerosis and optic neuritis: a systematic review and meta-analysis. J Neurol 2017; 264:1837-1853. [PMID: 28567539 DOI: 10.1007/s00415-017-8531-y] [Citation(s) in RCA: 75] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2017] [Revised: 05/24/2017] [Accepted: 05/24/2017] [Indexed: 11/29/2022]
Abstract
The aim of this study was to summarise existing findings regarding optical coherence tomography (OCT) measurements of ganglion cell layer (GCL) alterations in optic neuritis (ON) and multiple sclerosis (MS). Peer-reviewed studies published prior to April 2016 were searched using PubMed, EMBASE, Web of Science and Scopus. Studies were included if they measured GCL thickness using OCT in patients with either ON, MS or clinically isolated syndrome. For the meta-analysis, we compared GCL thickness in MS patients with and without prior ON, to healthy controls. 42/252 studies were reviewed. In acute ON, studies showed significant thinning of the GCL within the first 5 weeks (n = 5), earlier than retinal nerve fibre layer (RNFL) thinning. GCL thinning at 1-2 months after acute ON predicted visual function at 6 months (n = 3). The meta-analysis showed that the thickness of the GCL was significantly reduced in MS patients both with and without previous ON compared to healthy controls. GCL thinning was associated with visual function in most studies (n = 10) and expanded disability status scale (EDSS) scores (n = 6). In acute ON, thinning of the GCL is measurable prior to RNFL thinning, and GCL thickness after 1-2 months may predict visual function after 6 months. Furthermore, GCL thinning occurs in MS both with and without prior ON, and may be associated with visual function and EDSS score. This suggests that the GCL is a promising biomarker, which may be used to examine in vivo neurodegeneration in ON and MS.
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Affiliation(s)
- Josefine Britze
- Department of Neurology, Clinic of Optic Neuritis and Clinic of Multiple Sclerosis, Rigshospitalet Glostrup, Faculty of Health and Medical Sciences, University of Copenhagen, Nordre Ringvej 57, 2600, Glostrup, Denmark
| | - Gorm Pihl-Jensen
- Department of Neurology, Clinic of Optic Neuritis and Clinic of Multiple Sclerosis, Rigshospitalet Glostrup, Faculty of Health and Medical Sciences, University of Copenhagen, Nordre Ringvej 57, 2600, Glostrup, Denmark
| | - Jette Lautrup Frederiksen
- Department of Neurology, Clinic of Optic Neuritis and Clinic of Multiple Sclerosis, Rigshospitalet Glostrup, Faculty of Health and Medical Sciences, University of Copenhagen, Nordre Ringvej 57, 2600, Glostrup, Denmark.
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Zangerl B, Whatham A, Kim J, Choi A, Assaad NN, Hennessy MP, Kalloniatis M. Reconciling visual field defects and retinal nerve fibre layer asymmetric patterns in retrograde degeneration: an extended case series. Clin Exp Optom 2017; 100:214-226. [PMID: 27728957 PMCID: PMC5434818 DOI: 10.1111/cxo.12478] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2016] [Revised: 07/21/2016] [Accepted: 08/01/2016] [Indexed: 12/01/2022] Open
Abstract
BACKGROUND Accurate diagnosis in patients presenting with lesions at various locations within the visual pathway is challenging. This study investigated functional and structural changes secondary to such lesions to identify patterns useful to guide early and effective management. METHODS Over 10,000 records from patients referred for optic nerve head assessment were reviewed and 31 patients with a final diagnosis of likely neuropathic lesions posterior to the eye were included in the current study. Fundus photographs, optic coherence tomography images and visual field tests were evaluated for changes with respect to retinal nerve fibre layer topography and prediction of structure-function paradigms. Emerging clinical patterns were examined for their consistency with the likely anatomical origin of the underlying insult in the presence of varying diagnoses. RESULTS Data from patients with lesions along the visual system allowed identification of retinal nerve fibre layer asymmetry correlated with visual field defects and ganglion cell analysis. Bilateral discordance in retinal nerve fibre loss easily discernible from an altered pattern of the temporal-superior-nasal-inferior-temporal curve was characteristic for post-chiasmal lesions. These sometimes-subtle changes supported diagnosis in cases with multiple aetiologies or with ambiguous visual field analysis and/or ganglion cell loss. CONCLUSION Intricate knowledge of the retinal architecture and projections allows coherent predictions of functional and structural deficits following various lesions affecting the visual pathway. The integration of adjunct imaging and retinal nerve fibre layer thinning will assist clinicians to guide clinical investigations toward a likely diagnosis in the light of significant individual variations. The case series presented in this study aids in differential diagnosis of retrograde optic neuropathies by using retinal nerve fibre layer asymmetric patterns as an important clinical marker.
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Affiliation(s)
- Barbara Zangerl
- Centre for Eye HealthSydneyNew South WalesAustralia
- School of Optometry and Vision ScienceThe University of New South WalesKensingtonNew South WalesAustralia
| | - Andrew Whatham
- Centre for Eye HealthSydneyNew South WalesAustralia
- School of Optometry and Vision ScienceThe University of New South WalesKensingtonNew South WalesAustralia
| | - Juno Kim
- School of Optometry and Vision ScienceThe University of New South WalesKensingtonNew South WalesAustralia
| | - Agnes Choi
- Centre for Eye HealthSydneyNew South WalesAustralia
- School of Optometry and Vision ScienceThe University of New South WalesKensingtonNew South WalesAustralia
| | - Nagi N Assaad
- Centre for Eye HealthSydneyNew South WalesAustralia
- Ophthalmology DepartmentPrince of Wales HospitalRandwickNew South WalesAustralia
| | - Michael P Hennessy
- Centre for Eye HealthSydneyNew South WalesAustralia
- Ophthalmology DepartmentPrince of Wales HospitalRandwickNew South WalesAustralia
| | - Michael Kalloniatis
- Centre for Eye HealthSydneyNew South WalesAustralia
- School of Optometry and Vision ScienceThe University of New South WalesKensingtonNew South WalesAustralia
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Toosy A. Commentary on retrograde trans-synaptic visual pathway degeneration in MS: A case series. Mult Scler 2017; 23:1039-1040. [PMID: 28385089 DOI: 10.1177/1352458517702552] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Al-Louzi O, Button J, Newsome SD, Calabresi PA, Saidha S. Retrograde trans-synaptic visual pathway degeneration in multiple sclerosis: A case series. Mult Scler 2017; 23:1035-1039. [PMID: 28385128 PMCID: PMC5451303 DOI: 10.1177/1352458516679035] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Background: Trans-synaptic degeneration (TSD) describes the propagation of neuronal injury through synaptic pathways in the human nervous system and may be linked to the accelerated retinal atrophy seen in multiple sclerosis (MS). Results: We report six cases where homonymous, hemi-macular ganglion cell + inner plexiform (GCIP) thickness reduction was seen in conjunction with posterior visual pathway lesions. Macular microcystoid changes of the inner nuclear layer (INL) were seen in a subset of three subjects. Conclusion: Our findings highlight the utility of assessing regional GCIP changes to identify potential retrograde TSD in MS and demonstrate that INL changes may be an accompaniment in such instances.
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Affiliation(s)
- Omar Al-Louzi
- The Division of Neuroimmunology and Neurological Infections, Department of Neurology, The Johns Hopkins hospital, Baltimore, MD, USA
| | - Julia Button
- The Division of Neuroimmunology and Neurological Infections, Department of Neurology, The Johns Hopkins hospital, Baltimore, MD, USA
| | - Scott D Newsome
- The Division of Neuroimmunology and Neurological Infections, Department of Neurology, The Johns Hopkins hospital, Baltimore, MD, USA
| | - Peter A Calabresi
- The Division of Neuroimmunology and Neurological Infections, Department of Neurology, The Johns Hopkins hospital, Baltimore, MD, USA
| | - Shiv Saidha
- The Division of Neuroimmunology and Neurological Infections, Department of Neurology, The Johns Hopkins hospital, Baltimore, MD, USA
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Méndez-Gómez JL, Rougier MB, Tellouck L, Korobelnik JF, Schweitzer C, Delyfer MN, Amieva H, Dartigues JF, Delcourt C, Helmer C. Peripapillary Retinal Nerve Fiber Layer Thickness and the Evolution of Cognitive Performance in an Elderly Population. Front Neurol 2017; 8:93. [PMID: 28373855 PMCID: PMC5358525 DOI: 10.3389/fneur.2017.00093] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2016] [Accepted: 02/27/2017] [Indexed: 11/19/2022] Open
Abstract
Retinal nerve fiber layer (RNFL) thickness is reduced in Alzheimer’s patients. However, whether it is associated with early evolution of cognitive function is unknown. Within 427 participants from the Three-City-Alienor longitudinal population-based cohort, we explored the relationship between peripapillary RNFL thicknesses and the evolution of cognitive performance. RNFL was assessed at baseline by spectral domain optical coherence tomography; cognitive performances were assessed at baseline and at 2 years, with the Mini–Mental State Examination, the Isaacs’ set test, and the Free and Cued Selective Reminding Test (FCSRT). Multivariate linear mixed models were performed. The RNFL was not associated with initial cognitive performance. Nevertheless, a thicker RNFL was significantly associated with a better cognitive evolution over time in the free delayed recall (p = 0.0037) and free + cued delayed recall (p = 0.0043) scores of the FCSRT, particularly in the temporal, superotemporal, and inferotemporal segments. No associations were found with other cognitive tests. The RNFL was associated with changes in scores that assess episodic memory. RNFL thickness could reflect a higher risk of developing cognitive impairment over time.
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Affiliation(s)
- Juan Luis Méndez-Gómez
- University Bordeaux, INSERM, Bordeaux Population Health Research Center, Team LEHA, UMR 1219 , Bordeaux , France
| | - Marie-Bénédicte Rougier
- University Bordeaux, INSERM, Bordeaux Population Health Research Center, Team LEHA, UMR 1219, Bordeaux, France; University Hospital, Ophthalmology, Bordeaux, France
| | - Laury Tellouck
- University Bordeaux, INSERM, Bordeaux Population Health Research Center, Team LEHA, UMR 1219, Bordeaux, France; University Hospital, Ophthalmology, Bordeaux, France
| | - Jean-François Korobelnik
- University Bordeaux, INSERM, Bordeaux Population Health Research Center, Team LEHA, UMR 1219, Bordeaux, France; University Hospital, Ophthalmology, Bordeaux, France
| | - Cédric Schweitzer
- University Bordeaux, INSERM, Bordeaux Population Health Research Center, Team LEHA, UMR 1219, Bordeaux, France; University Hospital, Ophthalmology, Bordeaux, France
| | - Marie-Noëlle Delyfer
- University Bordeaux, INSERM, Bordeaux Population Health Research Center, Team LEHA, UMR 1219, Bordeaux, France; University Hospital, Ophthalmology, Bordeaux, France
| | - Hélène Amieva
- University Bordeaux, INSERM, Bordeaux Population Health Research Center, Team LEHA, UMR 1219 , Bordeaux , France
| | - Jean-François Dartigues
- University Bordeaux, INSERM, Bordeaux Population Health Research Center, Team LEHA, UMR 1219, Bordeaux, France; University Hospital, Memory Consultation, CMRR, Bordeaux, France
| | - Cécile Delcourt
- University Bordeaux, INSERM, Bordeaux Population Health Research Center, Team LEHA, UMR 1219 , Bordeaux , France
| | - Catherine Helmer
- University Bordeaux, INSERM, Bordeaux Population Health Research Center, Team LEHA, UMR 1219 , Bordeaux , France
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Stellmann JP, Cetin H, Young KL, Hodecker S, Pöttgen J, Bittersohl D, Hassenstein A, Oberwahrenbrock T, Heesen C, Siemonsen S. Pattern of gray matter volumes related to retinal thickness and its association with cognitive function in relapsing-remitting MS. Brain Behav 2017; 7:e00614. [PMID: 28239524 PMCID: PMC5318367 DOI: 10.1002/brb3.614] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Accepted: 11/02/2016] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND Neurodegeneration in multiple sclerosis (MS) may be investigated in the visual system as optical coherence tomography (OCT) and magnetic resonance imaging (MRI) allows examining structural integrity in detail. The association between thickness of retinal layers and focal cortical volumes beyond the primary visual system has not been thoroughly investigated. OBJECTIVE To investigate the association between focal cortical volume and thickness of retinal layers. METHODS Fifty-four patients (relapsing-remitting MS, mean age 40.5 years, mean disease duration 7.6 years, median EDSS 2) underwent OCT and MRI. The association between focal cortical volume and OCT measurements was investigated with voxel-based morphometry (VBM). Patterns of association were determined with Yeo's functional network atlas and the Harvard-Oxford cortical atlas. We used GEE models with cortical volumes from the FreeSurfer parcellation to confirm VBM results. Post hoc, we analyzed the association between OCT, focal cortical volumes, and an extended neuropsychological assessment in a subgroup of 14 patients. RESULTS Macular retinal nerve fiber layer (mRNFL) and ganglion cell /inner plexiform layer (GCIPL) showed a robust association with mainly the insular cortex and the cingulate cortex. VBM findings were confirmed with FreeSurfer volumes. The post hoc analysis detected significant correlations between both OCT outcomes and cognition. CONCLUSION Besides the primary visual system, OCT outcomes show a correlation pattern with cortical regions that are known to be important for cognitive performance, predominantly the insula in both hemispheres. Thus, OCT should be further investigated as a marker for neurodegeneration in MS.
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Affiliation(s)
- Jan-Patrick Stellmann
- Institut für Neuroimmunologie und Multiple Sklerose Universitätsklinikum Hamburg-Eppendorf Germany; Klinik und Poliklinik für Neurologie Universitätsklinikum Hamburg-Eppendorf Germany
| | - Hanife Cetin
- Institut für Neuroimmunologie und Multiple Sklerose Universitätsklinikum Hamburg-Eppendorf Germany; Klinik und Poliklinik für Neurologie Universitätsklinikum Hamburg-Eppendorf Germany
| | - Kim Lea Young
- Institut für Neuroimmunologie und Multiple Sklerose Universitätsklinikum Hamburg-Eppendorf Germany; Klinik und Poliklinik für Neurologie Universitätsklinikum Hamburg-Eppendorf Germany
| | - Sibylle Hodecker
- Institut für Neuroimmunologie und Multiple Sklerose Universitätsklinikum Hamburg-Eppendorf Germany; Klinik und Poliklinik für Neurologie Universitätsklinikum Hamburg-Eppendorf Germany
| | - Jana Pöttgen
- Institut für Neuroimmunologie und Multiple Sklerose Universitätsklinikum Hamburg-Eppendorf Germany; Klinik und Poliklinik für Neurologie Universitätsklinikum Hamburg-Eppendorf Germany
| | - Diana Bittersohl
- Klinik für Augenheilkunde Universitätsklinikum Hamburg-Eppendorf Germany
| | - Andrea Hassenstein
- Klinik für Augenheilkunde Universitätsklinikum Hamburg-Eppendorf Germany
| | - Timm Oberwahrenbrock
- NeuroCure Clinical Research Center and Experimental and Clinical Research Center Charité-Universitätsmedizin Berlin and Max Delbrück Center for Molecular Medicine Berlin Germany
| | - Christoph Heesen
- Institut für Neuroimmunologie und Multiple Sklerose Universitätsklinikum Hamburg-Eppendorf Germany; Klinik und Poliklinik für Neurologie Universitätsklinikum Hamburg-Eppendorf Germany
| | - Susanne Siemonsen
- Institut für Neuroimmunologie und Multiple Sklerose Universitätsklinikum Hamburg-Eppendorf Germany; Klinik und Poliklinik für Neuroradiologische Diagnostik und Intervention Universitätsklinikum Hamburg-Eppendorf Germany
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Optical Coherence Tomography and Magnetic Resonance Imaging in Multiple Sclerosis and Neuromyelitis Optica Spectrum Disorder. Int J Mol Sci 2016; 17:ijms17111894. [PMID: 27854301 PMCID: PMC5133893 DOI: 10.3390/ijms17111894] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2016] [Revised: 11/04/2016] [Accepted: 11/06/2016] [Indexed: 01/01/2023] Open
Abstract
Irreversible disability in multiple sclerosis (MS) and neuromyelitis optica spectrum disorder (NMOSD) is largely attributed to neuronal and axonal degeneration, which, along with inflammation, is one of the major pathological hallmarks of these diseases. Optical coherence tomography (OCT) is a non-invasive imaging tool that has been used in MS, NMOSD, and other diseases to quantify damage to the retina, including the ganglion cells and their axons. The fact that these are the only unmyelinated axons within the central nervous system (CNS) renders the afferent visual pathway an ideal model for studying axonal and neuronal degeneration in neurodegenerative diseases. Structural magnetic resonance imaging (MRI) can be used to obtain anatomical information about the CNS and to quantify evolving pathology in MS and NMOSD, both globally and in specific regions of the visual pathway including the optic nerve, optic radiations and visual cortex. Therefore, correlations between brain or optic nerve abnormalities on MRI, and retinal pathology using OCT, may shed light on how damage to one part of the CNS can affect others. In addition, these imaging techniques can help identify important differences between MS and NMOSD such as disease-specific damage to the visual pathway, trans-synaptic degeneration, or pathological changes independent of the underlying disease process. This review focuses on the current knowledge of the role of the visual pathway using OCT and MRI in patients with MS and NMOSD. Emphasis is placed on studies that employ both MRI and OCT to investigate damage to the visual system in these diseases.
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Chen J, Zhu L, Li H, Lu Z, Chen X, Fang S. Diffusion tensor imaging of occult injury of optic radiation following optic neuritis in multiple sclerosis. Exp Ther Med 2016; 12:2505-2510. [PMID: 27703508 PMCID: PMC5038910 DOI: 10.3892/etm.2016.3635] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2015] [Accepted: 07/15/2016] [Indexed: 11/06/2022] Open
Abstract
Multiple sclerosis (MS) is easily detected by routine magnetic resonance imaging (MRI). However, it is not possible to detect early or occult lesions in MS by routine MRI, and this may explain the inconsistency between the severity of the lesions found by MRI and the degree of clinical disability of patients with MS. The present study included 10 patients with relapsing-remitting MS and 10 healthy volunteers. Each patient underwent routine 3.0 T MRI, diffusion tensor imaging (DTI), and diffusion tensor tractography (DTT). Optic nerve and optic radiation were analyzed by DTI and DTT. The fractional anisotropy (FA), mean diffusivity (MD), λ//, and λ┴ values were measured. In the 10 patients with MS, 7 optic nerves were affected, and 13 optic nerves were not affected. Cranial MRI showed that optic nerve thickening and hyperintensity occurred in 2 patients with MS. In the directionally encoded color maps, a hypointensive green signal in the optic nerve was observed in 3 patients with MS. The FA values were significantly lower and the MD, λ//, and λ┴ values were significantly higher in the affected and unaffected optic nerves and optic radiations in patients with MS in comparison with controls (P<0.05). There were no significant differences in these values between the affected and unaffected optic nerves and optic radiation in patients with MS (P>0.05). Diffusion tensor imaging is sensitive in the detection of occult injury of the optic nerve and optic radiation following optic neuritis. Diffusion tensor imaging may be a useful tool for the early diagnosis, treatment and management of MS.
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Affiliation(s)
- Jiafeng Chen
- Department of Neurology, Neuroscience Centre, The First Teaching Hospital of Jilin University, Changchun, Jilin 130012, P.R. China
| | - Lijun Zhu
- Department of Neurology, The Third Teaching Hospital of Jilin University, Changchun, Jilin 130021, P.R. China
| | - He Li
- Department of Neurology, Neuroscience Centre, The First Teaching Hospital of Jilin University, Changchun, Jilin 130012, P.R. China
| | - Ziwen Lu
- Department of Neurology, Neuroscience Centre, The First Teaching Hospital of Jilin University, Changchun, Jilin 130012, P.R. China
| | - Xin Chen
- Department of Neurology, Neuroscience Centre, The First Teaching Hospital of Jilin University, Changchun, Jilin 130012, P.R. China
| | - Shaokuan Fang
- Department of Neurology, Neuroscience Centre, The First Teaching Hospital of Jilin University, Changchun, Jilin 130012, P.R. China
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Visual impairment. HANDBOOK OF CLINICAL NEUROLOGY 2016. [PMID: 27430448 DOI: 10.1016/b978-0-444-53486-6.00045-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register]
Abstract
This chapter can guide the use of imaging in the evaluation of common visual syndromes: transient visual disturbance, including migraine and amaurosis fugax; acute optic neuropathy complicating multiple sclerosis, neuromyelitis optica spectrum disorder, Leber hereditary optic neuropathy, and Susac syndrome; papilledema and pseudotumor cerebri syndrome; cerebral disturbances of vision, including posterior cerebral arterial occlusion, posterior reversible encephalopathy, hemianopia after anterior temporal lobe resection, posterior cortical atrophy, and conversion blindness. Finally, practical efforts in visual rehabilitation by sensory substitution for blind patients can improve their lives and disclose new information about the brain.
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Petracca M, Cordano C, Cellerino M, Button J, Krieger S, Vancea R, Ghassemi R, Farrell C, Miller A, Calabresi PA, Lublin F, Inglese M. Retinal degeneration in primary-progressive multiple sclerosis: A role for cortical lesions? Mult Scler 2016; 23:43-50. [DOI: 10.1177/1352458516637679] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background: Retinal atrophy in multiple sclerosis (MS) is secondary to optic nerve focal inflammation and to injury of the posterior visual pathway. Objectives: To investigate the contribution of cortical lesions (CLs) to retinal pathology in primary-progressive multiple sclerosis (PPMS). Methods: We performed a cross-sectional evaluation of 25 patients and 20 controls, relating magnetic resonance imaging (MRI) metrics of visual pathway integrity with parameters derived from spectral-domain optical coherence tomography (peripapillary retinal nerve fiber layer (RNFL) thickness, ganglion cell + inner plexiform layer (GCIPL) thickness, and macular volume (MV)). Results: Mean RNFL, GCIPL thickness, and MV were significantly reduced in patients compared to controls. MV and GCIPL thickness were significantly correlated with visual acuity. RNFL thinning was associated with thalamus and visual cortex volume (respectively, p = 0.01 and p < 0.05). In addition to thalamic volume, GCIPL thinning was associated with CLs and intracortical lesion number and volume, leucocortical lesion volume (all p ⩽ 0.05) while MV decrease was associated with CLs volume ( p = 0.05) and intracortical lesion number and volume ( p < 0.05). Conclusion: Our results suggest that RNFL thinning and GCIPL thinning/MV decrease may be explained by alternative mechanisms including retrograde trans-synaptic degeneration and/or a common pathophysiologic process affecting both the brain with CLs and the retina with neuronal loss.
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Affiliation(s)
- Maria Petracca
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA/Department of Neuroscience, Reproductive Sciences and Odontostomatology, University of Naples Federico II, Naples, Italy
| | - Christian Cordano
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics and Maternal and Perinatal Sciences, University of Genoa, Genoa, Italy/Department of Neurology, University of California –San Francisco, San Francisco, CA, USA
| | - Maria Cellerino
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics and Maternal and Perinatal Sciences, University of Genoa, Genoa, Italy
| | - Julia Button
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Stephen Krieger
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Roxana Vancea
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Rezwan Ghassemi
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Colleen Farrell
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Aaron Miller
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Peter A Calabresi
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Fred Lublin
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Matilde Inglese
- Departments of Neurology, Radiology and Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA/Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics and Maternal and Perinatal Sciences, University of Genoa, Genoa, Italy
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Klistorner A, Wang C, Fofanova V, Barnett MH, Yiannikas C, Parratt J, You Y, Graham SL. Diffusivity in multiple sclerosis lesions: At the cutting edge? NEUROIMAGE-CLINICAL 2016; 12:219-26. [PMID: 27489769 PMCID: PMC4950592 DOI: 10.1016/j.nicl.2016.07.003] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/20/2016] [Revised: 06/04/2016] [Accepted: 07/04/2016] [Indexed: 12/22/2022]
Abstract
Background Radial Diffusivity (RD) has been suggested as a promising biomarker associated with the level of myelination in MS lesions. However, the level of RD within the lesion is affected not only by loss of myelin sheaths, but also by the degree of tissue destruction. This may lead to exaggeration of diffusivity measures, potentially masking the effect of remyelination. Objective To test the hypothesis that the T2 hyperintense lesion edge that extends beyond the T1 hypointense lesion core is less affected by tissue loss, and therefore a more appropriate target for imaging biomarker development targeting de- and re-myelination. Method Pre- and post-gadolinium (Gd) enhanced T1, T2 and DTI images were acquired from 75 consecutive RRMS patients. The optic radiation (OR) was identified in individual patients using a template-based method. T2 lesions were segmented into T1-hypointense and T1-isointense areas and lesion masks intersected with the OR. Average Radial, Axial and Mean diffusivity (RD, AD and MD) and fractional anisotropy (FA) were calculated for lesions of the entire brain and the OR. In addition, Gd enhancing lesions were excluded from the analysis. Results 86% of chronic T2 lesions demonstrated hypointense areas on T1-weighted images, which typically occupied the central part of each T2 lesion, taking about 40% of lesional volume. The T1-isointense component of the T2 lesion was most commonly seen as a peripheral ring of relatively constant thickness (“T2-rim”). While changes of diffusivity between adjacent normal appearing white matter and the “T2-rim” demonstrated a disproportionally high elevation of RD compare to AD, the increase of water diffusion was largely isointense between the “T2-rim” and T1-hypointense parts of the lesion. Conclusion Distinct patterns of diffusivity within the central and peripheral components of MS lesions suggest that axonal loss dominates in the T1 hypointense core. The effects of de/remyelination may be more readily detected in the “T2-rim”, where there is relative preservation of structural integrity. Identifying and separating those patterns has an important implication for clinical trials of both neuroprotective and, in particular, remyelinating agents. Distinct patterns of diffusivity within the central and peripheral components of MS lesions were identified. Axonal loss is likely to dominate the T1 hypointense core. The effects of de/remyelination may be more readily detected in the “T2-rim”.
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Affiliation(s)
- Alexander Klistorner
- Save Sight Institute, Sydney Medical School, University of Sydney, Sydney, Australia
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
- Corresponding author at: Save Sight Institute, University of Sydney, 8 Macquarie St. Sydney, NSW 2000, Australia.Save Sight InstituteUniversity of Sydney8 Macquarie St. SydneyNSW2000Australia
| | - Chenyu Wang
- Brain and Mind Research Institute, Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Vera Fofanova
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Michael H. Barnett
- Brain and Mind Research Institute, Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | | | - John Parratt
- Royal North Shore Hospital, Sydney, NSW, Australia
| | - Yuyi You
- Save Sight Institute, Sydney Medical School, University of Sydney, Sydney, Australia
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Stuart L. Graham
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
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Graham SL, Klistorner A. Afferent visual pathways in multiple sclerosis: a review. Clin Exp Ophthalmol 2016; 45:62-72. [DOI: 10.1111/ceo.12751] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Revised: 03/14/2016] [Accepted: 03/15/2016] [Indexed: 02/04/2023]
Affiliation(s)
- Stuart L Graham
- Faculty of Medicine and Human Science; Macquarie University; Sydney New South Wales Australia
- Save Sight Institute; Sydney University; Sydney New South Wales Australia
| | - Alexander Klistorner
- Faculty of Medicine and Human Science; Macquarie University; Sydney New South Wales Australia
- Save Sight Institute; Sydney University; Sydney New South Wales Australia
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Prins D, Hanekamp S, Cornelissen FW. Structural brain MRI studies in eye diseases: are they clinically relevant? A review of current findings. Acta Ophthalmol 2016; 94:113-21. [PMID: 26361248 DOI: 10.1111/aos.12825] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2014] [Accepted: 07/09/2015] [Indexed: 01/10/2023]
Abstract
Many eye diseases reduce visual acuity or are associated with visual field defects. Because of the well-defined retinotopic organization of the connections of the visual pathways, this may affect specific parts of the visual pathways and cortex, as a result of either deprivation or transsynaptic degeneration. For this reason, over the past several years, numerous structural magnetic resonance imaging (MRI) studies have examined the association of eye diseases with pathway and brain changes. Here, we review structural MRI studies performed in human patients with the eye diseases albinism, amblyopia, hereditary retinal dystrophies, age-related macular degeneration (AMD) and glaucoma. We focus on two main questions. First, what have these studies revealed? Second, what is the potential clinical relevance of their findings? We find that all the aforementioned eye diseases are indeed associated with structural changes in the visual pathways and brain. As such changes have been described in very different eye diseases, in our view the most parsimonious explanation is that these are caused by the loss of visual input and the subsequent deprivation of the visual pathways and brain regions, rather than by transsynaptic degeneration. Moreover, and of clinical relevance, for some of the diseases - in particular glaucoma and AMD - present results are compatible with the view that the eye disease is part of a more general neurological or neurodegenerative disorder that also affects the brain. Finally, establishing structural changes of the visual pathways has been relevant in the context of new therapeutic strategies to restore retinal function: it implies that restoring retinal function may not suffice to also effectively restore vision. Future structural MRI studies can contribute to (i) further establish relationships between ocular and neurological neurodegenerative disorders, (ii) investigate whether brain degeneration in eye diseases is reversible, (iii) evaluate the use of neuroprotective medication in ocular disease, (iv) determine optimal timing for retinal implant insertion and (v) establish structural MRI examination as a diagnostic tool in ophthalmology.
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Affiliation(s)
- Doety Prins
- Laboratory of Experimental Ophthalmology; University of Groningen; University Medical Center Groningen; Groningen the Netherlands
| | - Sandra Hanekamp
- Laboratory of Experimental Ophthalmology; University of Groningen; University Medical Center Groningen; Groningen the Netherlands
| | - Frans W. Cornelissen
- Laboratory of Experimental Ophthalmology; University of Groningen; University Medical Center Groningen; Groningen the Netherlands
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Klistorner A, Wang C, Yiannikas C, Graham SL, Parratt J, Barnett MH. Progressive Injury in Chronic Multiple Sclerosis Lesions Is Gender-Specific: A DTI Study. PLoS One 2016; 11:e0149245. [PMID: 26901540 PMCID: PMC4764675 DOI: 10.1371/journal.pone.0149245] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2015] [Accepted: 01/28/2016] [Indexed: 12/20/2022] Open
Abstract
Objective To evaluate the longitudinal integrity of white matter tracts in patients with relapsing remitting multiple sclerosis (RRMS) as determined by changes in diffusivity indices of lesional and non-lesional white matter in the optic radiation over 12 months. Methods The optic radiation (OR) was identified in sixty RRMS patients using probabilistic tractography. MS lesions were segmented on FLAIR T2 images and a lesion mask was intersected with the co-registered OR. Lesions within the OR were identified in 39 patients. Voxel-based analysis of axial diffusivity (AD) and radial diffusivity (RD) within OR lesions and non-lesional normal appearing white matter (NAWM) was performed at baseline and 12 months in 34 patients (five patients excluded due to new OR lesions). Results Both RD and AD demonstrated much higher values within the lesions compared with non-lesional NAWM. There was a significant (p<0.001) increase of lesional AD and RD during the follow-up period. This increase, however, was driven almost entirely by the male cohort, in which a significantly greater change in both AD (M-2.7%, F-0.9%) and RD (M-4.6%, F-0.7%) was observed during the follow-up period. Non-lesional NAWM also demonstrated an increase in both AD and RD, albeit on a much lesser scale (1.0% and 0.6% respectively). In contradistinction to lesions, the diffusivity change in non-lesional NAWM was similar between sexes. Conclusions The evolution of AD and RD in chronic MS lesions over 12 months suggests ongoing inflammatory demyelinating activity accompanied by axonal loss. In addition, our findings are consistent with the recently observed trend of more rapid clinical progression in males and establish a potential in vivo biomarker of gender dichotomy by demonstrating a significantly faster rate of microstructural change in the chronic lesions of male patients with MS.
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Affiliation(s)
- Alexander Klistorner
- Department of Ophthalmology, Save Sight Institute, University of Sydney, Sydney, Australia
- Australian School of Advanced Medicine, Macquarie University, Sydney, NSW, Australia
- Sydney Neuroimaging Analysis Centre, Sydney, NSW, Australia
- * E-mail:
| | - Chenyu Wang
- Sydney Neuroimaging Analysis Centre, Sydney, NSW, Australia
- Brain and Mind Centre, University of Sydney, Sydney, NSW, Australia
| | | | - Stuart L. Graham
- Australian School of Advanced Medicine, Macquarie University, Sydney, NSW, Australia
| | | | - Michael H. Barnett
- Sydney Neuroimaging Analysis Centre, Sydney, NSW, Australia
- Brain and Mind Centre, University of Sydney, Sydney, NSW, Australia
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80
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Golnik KC. Neuro-Ophthalmology Annual Review. Asia Pac J Ophthalmol (Phila) 2015; 4:307-15. [PMID: 26417928 DOI: 10.1097/apo.0000000000000147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
PURPOSE The purpose of this review was to update the practicing ophthalmologist on the English language neuro-ophthalmology literature from the past year. DESIGN A review of English language literature from August 1, 2013, to August 1, 2014, was conducted. METHODS The author searched PubMed from August 1, 2013, to August 1, 2014, limited to English language publications including original articles, review articles, and case reports and excluding letters to the editor, unpublished work, and abstracts. The following topics were searched: pupillary abnormalities, eye movement dysfunction, neuromuscular diseases, optic neuropathies, optic neuritis, demyelinating diseases including multiple sclerosis, lesions of the optic chiasm and posterior primary visual pathways, elevated intracranial pressure, tumors and aneurysms affecting the visual pathways, vascular diseases, higher visual function, and neuroimaging advances. The focus of this review is on clinically relevant literature in the past year for the practicing ophthalmologist. The aim was to highlight remarkable and interesting literature rather than exhaustively including all new neuro-ophthalmological publications of the year. RESULTS Initially, more than 11,000 articles were identified. One hundred were selected that met criteria specified above. CONCLUSIONS This review updates the comprehensive ophthalmologist on neuro-ophthalmic topics.
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Affiliation(s)
- Karl C Golnik
- From the Department of Ophthalmology, University of Cincinnati and the Cincinnati Eye Institute, Cincinnati, OH
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81
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Stellmann JP, Young KL, Pöttgen J, Dorr M, Heesen C. Introducing a new method to assess vision: Computer-adaptive contrast-sensitivity testing predicts visual functioning better than charts in multiple sclerosis patients. Mult Scler J Exp Transl Clin 2015; 1:2055217315596184. [PMID: 28607699 PMCID: PMC5433336 DOI: 10.1177/2055217315596184] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Background Impaired low-contrast visual acuity (LCVA) is common in multiple sclerosis (MS) and other neurological diseases. Its assessment is often limited to selected contrasts, for example, 2.5% or 1.25%. Computerized adaptive testing with the quick contrast-sensitivity function (qCSF) method allows assessment across expanded contrast and spatial frequency ranges. Objective The objective of this article is to compare qCSF with high- and low-contrast charts and patient-reported visual function. Methods We enrolled 131 consecutive MS patients (mean age 39.6 years) to assess high-contrast visual acuity (HCVA) at 30 cm and 5 m, low-contrast vision with Sloan charts at 2.5% and 1.25%, qCSF and the National Eye Institute Visual Functioning Questionnaire (NEIVFQ). Associations between the different measures were estimated with linear regression models corrected for age, gender and multiple testing. Results The association between qCSF and Sloan charts (R2 = 0.68) was higher than with HCVA (5 m: R2 = 0.5; 30 cm: R2 = 0.41). The highest association with NEIVFQ subscales was observed for qCSF (R2 0.20–0.57), while Sloan charts were not associated with any NEIVFQ subscale after correction for multiple testing. Conclusion The qCSF is a promising new outcome for low-contrast vision in MS and other neurological diseases. Here we show a closer link to patient-reported visual function than standard low- and high-contrast charts.
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Affiliation(s)
- J P Stellmann
- Institute of Neuroimmunology and MS (INIMS), University Medical Centre Hamburg-Eppendorf, Germany
| | - K L Young
- Institute of Neuroimmunology and MS (INIMS), University Medical Centre Hamburg-Eppendorf, Germany
| | - J Pöttgen
- Institute of Neuroimmunology and MS (INIMS), University Medical Centre Hamburg-Eppendorf, Germany
| | - M Dorr
- Adaptive Sensory Technology, Lübeck, Germany
| | - C Heesen
- Institute of Neuroimmunology and MS (INIMS), University Medical Centre Hamburg-Eppendorf, Germany
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82
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Klistorner A, Vootakuru N, Wang C, Yiannikas C, Graham SL, Parratt J, Garrick R, Levin N, Masters L, Lagopoulos J, Barnett MH. Decoding diffusivity in multiple sclerosis: analysis of optic radiation lesional and non-lesional white matter. PLoS One 2015; 10:e0122114. [PMID: 25807541 PMCID: PMC4373765 DOI: 10.1371/journal.pone.0122114] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2014] [Accepted: 02/17/2015] [Indexed: 12/19/2022] Open
Abstract
Objectives Diffusion tensor imaging (DTI) has been suggested as a new promising tool in MS that may provide greater pathological specificity than conventional MRI, helping, therefore, to elucidate disease pathogenesis and monitor therapeutic efficacy. However, the pathological substrates that underpin alterations in brain tissue diffusivity are not yet fully delineated. Tract-specific DTI analysis has previously been proposed in an attempt to alleviate this problem. Here, we extended this approach by segmenting a single tract into areas bound by seemingly similar pathological processes, which may better delineate the potential association between DTI metrics and underlying tissue damage. Method Several compartments were segmented in optic radiation (OR) of 50 relapsing-remitting MS patients including T2 lesions, proximal and distal parts of fibers transected by lesion and fibers with no discernable pathology throughout the entire length of the OR. Results Asymmetry analysis between lesional and non-lesional fibers demonstrated a marked increase in Radial Diffusivity (RD), which was topographically limited to focal T2 lesions and potentially relates to the lesional myelin loss. A relative elevation of Axial Diffusivity (AD) in the distal part of the lesional fibers was observed in a distribution consistent with Wallerian degeneration, while diffusivity in the proximal portion of transected axons remained normal. A moderate, but significant elevation of RD in OR non-lesional fibers was strongly associated with the global (but not local) T2 lesion burden and is probably related to microscopic demyelination undetected by conventional MRI. Conclusion This study highlights the utility of the compartmentalization approach in elucidating the pathological substrates of diffusivity and demonstrates the presence of tissue-specific patterns of altered diffusivity in MS, providing further evidence that DTI is a sensitive marker of tissue damage in both lesions and NAWM. Our results suggest that, at least within the OR, parallel and perpendicular diffusivities are affected by tissue restructuring related to distinct pathological processes.
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Affiliation(s)
- Alexander Klistorner
- Department of Ophthalmology, Save Sight Institute, University of Sydney, Sydney, Australia
- Australian School of Advanced Medicine, Macquarie University, Sydney, NSW, Australia
- * E-mail:
| | | | - Chenyu Wang
- Brain and Mind Research Institute, University of Sydney, Sydney, NSW, Australia
| | | | - Stuart L. Graham
- Australian School of Advanced Medicine, Macquarie University, Sydney, NSW, Australia
| | | | | | - Netta Levin
- Hadassah Hebrew University Medical Center, Jerusalem, Israel
| | - Lynette Masters
- Brain and Mind Research Institute, University of Sydney, Sydney, NSW, Australia
| | - Jim Lagopoulos
- Brain and Mind Research Institute, University of Sydney, Sydney, NSW, Australia
| | - Michael H. Barnett
- Brain and Mind Research Institute, University of Sydney, Sydney, NSW, Australia
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83
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Petzold A, Nijland PG, Balk LJ, Amorini AM, Lazzarino G, Wattjes MP, Gasperini C, van der Valk P, Tavazzi B, Lazzarino G, van Horssen J. Visual pathway neurodegeneration winged by mitochondrial dysfunction. Ann Clin Transl Neurol 2014; 2:140-50. [PMID: 25750919 PMCID: PMC4338955 DOI: 10.1002/acn3.157] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2014] [Revised: 10/29/2014] [Accepted: 11/16/2014] [Indexed: 12/12/2022] Open
Abstract
Objectives To test for structural and functional contribution of mitochondrial dysfunction to neurodegeneration in multiple sclerosis (MS). A visual pathway model void of MS lesions was chosen in order to exclude neurodegeneration secondary to lesion related axonotmesis. Methods A single-centre cohort study (230 MS patients, 63 controls). Spectral domain optical coherence tomography of the retina, 3T magnetic resonance imaging of the brain, spectrophotometric assessment of serum lactate levels. Postmortem immunohistochemistry. Results The visual pathway was void of MS lesions in 31 patients and 31 age-matched controls. Serum lactate was higher in MS compared to controls (P = 0.029). High serum lactate was structurally related to atrophy of the retinal nerve fiber layer at the optic disc (P = 0.041), macula (P = 0.025), and the macular ganglion cell complex (P = 0.041). High serum lactate was functionally related to poor color vision (P < 0.01), Expanded Disability Status Scale score (R = 0.37, P = 0.041), Guy's Neurological disability score (R = 0.38, P = 0.037), MS walking scale (R = 0.50, P = 0.009), upper limb motor function (R = 0.53, P = 0.002). Immunohistochemistry demonstrated increased astrocytic expression of a key lactate generating enzyme in MS lesions as well as profound vascular expression of monocarboxylate transporter-1, which is involved in lactate transport. Interpretation This study provides structural, functional, and translational evidence for visual pathway neurodegeneration in MS related to mitochondrial dysfunction.
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Affiliation(s)
- Axel Petzold
- Department of Neurology, VU University Medical Center De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands ; Department of Ophthalmology, VU University Medical Center De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands ; Molecular Neuroscience, UCL Institute of Neurology Queen Square, London, WC1N 3BG, United Kingdom ; Moorfields Eye Hospital, Neuro-ophthalmology City Road, London, UK
| | - Philip G Nijland
- Department of Pathology, VU University Medical Center Amsterdam, The Netherlands
| | - Lisanne J Balk
- Department of Neurology, VU University Medical Center De Boelelaan 1117, 1081 HV, Amsterdam, The Netherlands
| | - Angela Maria Amorini
- Institute of Biochemistry and Clinical Biochemistry, Catholic University of Rome Largo F. Vito 1, 00168, Rome, Italy
| | - Giacomo Lazzarino
- Institute of Biochemistry and Clinical Biochemistry, Catholic University of Rome Largo F. Vito 1, 00168, Rome, Italy
| | - Mike P Wattjes
- Department of Radiology & Nuclear Medicine, VU University Medical Center Amsterdam, The Netherlands
| | - Claudio Gasperini
- Department of Neurosciences, S Camillo Forlanini Hospital Circonvallazione Gianicolense 87, 00152, Rome, Italy
| | - Paul van der Valk
- Department of Pathology, VU University Medical Center Amsterdam, The Netherlands
| | - Barbara Tavazzi
- Institute of Biochemistry and Clinical Biochemistry, Catholic University of Rome Largo F. Vito 1, 00168, Rome, Italy
| | - Giuseppe Lazzarino
- Division of Biochemistry and Molecular Biology, Department of Biology, Geology and Environmental Sciences, University of Catania Viale A. Doria 6, 95125, Catania, Italy
| | - Jack van Horssen
- Molecular Cell Biology and Immunology, VU University Medical Center Amsterdam, The Netherlands
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Huang-Link YM, Al-Hawasi A, Eveman I. Retrograde degeneration of visual pathway: hemimacular thinning of retinal ganglion cell layer in progressive and active multiple sclerosis. J Neurol 2014; 261:2453-6. [PMID: 25311572 DOI: 10.1007/s00415-014-7538-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2014] [Revised: 09/24/2014] [Accepted: 09/29/2014] [Indexed: 11/24/2022]
Affiliation(s)
- Yu-Min Huang-Link
- Department of Neurology, Institute of Clinical and Experimental Medicine, Linköping University Hospital, 581 85, Linköping, Sweden,
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85
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Hutchinson M. Optical coherence tomography should be part of the routine monitoring of patients with multiple sclerosis: commentary. Mult Scler 2014; 20:1302-3. [PMID: 25160124 DOI: 10.1177/1352458514545144] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Lee JY, Taghian K, Petratos S. Axonal degeneration in multiple sclerosis: can we predict and prevent permanent disability? Acta Neuropathol Commun 2014; 2:97. [PMID: 25159125 PMCID: PMC4243718 DOI: 10.1186/s40478-014-0097-7] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2014] [Accepted: 08/06/2014] [Indexed: 12/24/2022] Open
Abstract
Axonal degeneration is a major determinant of permanent neurological impairment during multiple sclerosis (MS). Due to the variable course of clinical disease and the heterogeneity of MS lesions, the mechanisms governing axonal degeneration may differ between disease stages. While the etiology of MS remains elusive, there now exist potential prognostic biomarkers that can predict the conversion to clinically definite MS. Specialized imaging techniques identifying axonal injury and drop-out are becoming established in clinical practice as a predictive measure of MS progression, such as optical coherence tomography (OCT) or diffusion tensor imaging (DTI). However, these imaging techniques are still being debated as predictive biomarkers since controversy surrounds their lesion-specific association with expanded disability status scale (EDSS). A more promising diagnostic measure of axonal degeneration has been argued for the detection of reduced N-acetyl aspartate (NAA) and Creatine ratios via magnetic resonance spectroscopic (MRS) imaging, but again fail with its specificity for predicting actual axonal degeneration. Greater accuracy of predictive biomarkers is therefore warranted and may include CSF neurofilament light chain (NF-L) and neurofilament heavy chain (NF-H) levels, for progressive MS. Furthermore, defining the molecular mechanisms that occur during the neurodegenerative changes in the various subgroups of MS may in fact prove vital for the future development of efficacious neuroprotective therapies. The clinical translation of a combined Na+ and Ca2+ channel blocker may lead to the establishment of a bona fide neuroprotective agent for the treatment of progressive MS. However, more specific therapeutic targets to limit axonal damage in MS need investigation and may include such integral axonal proteins such as the collapsin response mediator protein-2 (CRMP-2), a molecule which upon post-translational modification may propagate axonal degeneration in MS. In this review, we discuss the current clinical determinants of axonal damage in MS and consider the cellular and molecular mechanisms that may initiate these neurodegenerative changes. In particular we highlight the therapeutic candidates that may formulate novel therapeutic strategies to limit axonal degeneration and EDSS during progressive MS.
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