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Küchlin S, Ihorst G, Heinrich SP, Márquez Neila P, Albrecht P, Hug MJ, Diem R, Lagrèze WA. Disease Course of Clinically Isolated Optic Neuritis. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2024; 11:e200223. [PMID: 38588480 PMCID: PMC11010245 DOI: 10.1212/nxi.0000000000200223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 02/06/2024] [Indexed: 04/10/2024]
Abstract
BACKGROUND AND OBJECTIVES Optic neuritis is the most common optic neuropathy in young adults and a frequent manifestation of multiple sclerosis. Its clinical course is pertinent to the design of visual pathway neuroprotection trials. METHODS This is a secondary analysis of longitudinal data from the TONE trial, which included 103 patients from 12 German academic tertiary centers with acute unilateral optic neuritis as a clinically isolated syndrome and baseline high-contrast visual acuity <0.5 decimal. Patients were randomized to 1,000 mg methylprednisolone i.v./d plus either erythropoietin (33,000 IU/d) or placebo (saline solution) for 3 days. They were followed up at standardized intervals with a battery of tests including high-contrast visual acuity, low-contrast letter acuity, contrast sensitivity, visual fields, visual evoked potentials, and retinal optical coherence tomography. At 6 months, participants answered a standardized questionnaire on vision-related quality of life (NEI-VFQ 25). We describe the disease course with mixed-effects piecewise linear models and calculate structure-function correlations using Pearson r. Because erythropoietin had no effect on the visual system, we use pooled (treatment-agnostic) data. RESULTS Patients experienced initial rapid and then decelerating improvements of visual function with thinning of inner and thickening of outer retinal layers. At 6 months, visual parameters were positively correlated with inner and negatively correlated with outer retinal thickness changes. Peripapillary retinal nerve fiber layer thinning predominantly occurred in sectors without previous swelling. At 6 months, macular ganglion cell and inner plexiform layer thinning was weakly correlated with the P100 peak time (r = -0.11) and moderately correlated with the amplitude of visual evoked potentials (r = 0.35). Only functional outcomes were at least moderately correlated with vision-related quality of life. DISCUSSION The longitudinal data from this large study cohort may serve as a reference for the clinical course of acute optic neuritis. The pattern of correlation between visual evoked potentials and inner retinal thinning may argue that the latter is mostly due to ganglion cell loss, rather than dysfunction. Visual pathway neuroprotection trials with functional outcomes are needed to confirm that candidate drugs will benefit patients' vision-related quality of life. TRIAL REGISTRATION INFORMATION ClinicalTrials.gov, NCT01962571.
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Affiliation(s)
- Sebastian Küchlin
- From the Eye Center (S.K., S.P.H., W.A.L.); Clinical Trials Unit (G.I.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; ARTOG (P.M.N.), University of Bern, Switzerland; Department of Neurology (P.A.), Maria Hilf Clinics Mönchengladbach; Department of Neurology (P.A.), Medical Faculty, Heinrich Heine-Universität Düsseldorf; Pharmacy (M.J.H.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg; and Department of Neurology and National Center for Tumor Diseases (R.D.), Faculty of Medicine, University Hospital Heidelberg, Germany
| | - Gabriele Ihorst
- From the Eye Center (S.K., S.P.H., W.A.L.); Clinical Trials Unit (G.I.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; ARTOG (P.M.N.), University of Bern, Switzerland; Department of Neurology (P.A.), Maria Hilf Clinics Mönchengladbach; Department of Neurology (P.A.), Medical Faculty, Heinrich Heine-Universität Düsseldorf; Pharmacy (M.J.H.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg; and Department of Neurology and National Center for Tumor Diseases (R.D.), Faculty of Medicine, University Hospital Heidelberg, Germany
| | - Sven P Heinrich
- From the Eye Center (S.K., S.P.H., W.A.L.); Clinical Trials Unit (G.I.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; ARTOG (P.M.N.), University of Bern, Switzerland; Department of Neurology (P.A.), Maria Hilf Clinics Mönchengladbach; Department of Neurology (P.A.), Medical Faculty, Heinrich Heine-Universität Düsseldorf; Pharmacy (M.J.H.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg; and Department of Neurology and National Center for Tumor Diseases (R.D.), Faculty of Medicine, University Hospital Heidelberg, Germany
| | - Pablo Márquez Neila
- From the Eye Center (S.K., S.P.H., W.A.L.); Clinical Trials Unit (G.I.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; ARTOG (P.M.N.), University of Bern, Switzerland; Department of Neurology (P.A.), Maria Hilf Clinics Mönchengladbach; Department of Neurology (P.A.), Medical Faculty, Heinrich Heine-Universität Düsseldorf; Pharmacy (M.J.H.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg; and Department of Neurology and National Center for Tumor Diseases (R.D.), Faculty of Medicine, University Hospital Heidelberg, Germany
| | - Philipp Albrecht
- From the Eye Center (S.K., S.P.H., W.A.L.); Clinical Trials Unit (G.I.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; ARTOG (P.M.N.), University of Bern, Switzerland; Department of Neurology (P.A.), Maria Hilf Clinics Mönchengladbach; Department of Neurology (P.A.), Medical Faculty, Heinrich Heine-Universität Düsseldorf; Pharmacy (M.J.H.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg; and Department of Neurology and National Center for Tumor Diseases (R.D.), Faculty of Medicine, University Hospital Heidelberg, Germany
| | - Martin J Hug
- From the Eye Center (S.K., S.P.H., W.A.L.); Clinical Trials Unit (G.I.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; ARTOG (P.M.N.), University of Bern, Switzerland; Department of Neurology (P.A.), Maria Hilf Clinics Mönchengladbach; Department of Neurology (P.A.), Medical Faculty, Heinrich Heine-Universität Düsseldorf; Pharmacy (M.J.H.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg; and Department of Neurology and National Center for Tumor Diseases (R.D.), Faculty of Medicine, University Hospital Heidelberg, Germany
| | - Ricarda Diem
- From the Eye Center (S.K., S.P.H., W.A.L.); Clinical Trials Unit (G.I.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; ARTOG (P.M.N.), University of Bern, Switzerland; Department of Neurology (P.A.), Maria Hilf Clinics Mönchengladbach; Department of Neurology (P.A.), Medical Faculty, Heinrich Heine-Universität Düsseldorf; Pharmacy (M.J.H.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg; and Department of Neurology and National Center for Tumor Diseases (R.D.), Faculty of Medicine, University Hospital Heidelberg, Germany
| | - Wolf A Lagrèze
- From the Eye Center (S.K., S.P.H., W.A.L.); Clinical Trials Unit (G.I.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; ARTOG (P.M.N.), University of Bern, Switzerland; Department of Neurology (P.A.), Maria Hilf Clinics Mönchengladbach; Department of Neurology (P.A.), Medical Faculty, Heinrich Heine-Universität Düsseldorf; Pharmacy (M.J.H.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg; and Department of Neurology and National Center for Tumor Diseases (R.D.), Faculty of Medicine, University Hospital Heidelberg, Germany
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Filippatou AG, Calabresi PA, Saidha S, Murphy OC. Spotlight on Trans-Synaptic Degeneration in the Visual Pathway in Multiple Sclerosis. Eye Brain 2023; 15:153-160. [PMID: 38169913 PMCID: PMC10759909 DOI: 10.2147/eb.s389632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 11/15/2023] [Indexed: 01/05/2024] Open
Abstract
A putative mechanism of neurodegeneration in multiple sclerosis (MS) is trans-synaptic degeneration (TSD), whereby injury to a neuron leads to degeneration of synaptically connected neurons. The visual system is commonly involved in MS and provides an ideal model to study TSD given its well-defined structure. TSD may occur in an anterograde direction (optic neuropathy causing degeneration in the posterior visual pathway including the optic radiations and occipital gray matter) and/or retrograde direction (posterior visual pathway lesions causing retinal degeneration). In the current review, we discuss evidence supporting the presence of anterograde and retrograde TSD in the visual system in MS.
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Affiliation(s)
- Angeliki G Filippatou
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, MD, USA
| | - Peter A Calabresi
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, MD, USA
| | - Shiv Saidha
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, MD, USA
| | - Olwen C Murphy
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, MD, USA
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Murphy OC, Calabresi PA, Saidha S. Trans-synaptic degeneration as a mechanism of neurodegeneration in multiple sclerosis. Neural Regen Res 2023; 18:2682-2684. [PMID: 37449621 PMCID: PMC10358689 DOI: 10.4103/1673-5374.373661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 02/10/2023] [Accepted: 02/25/2023] [Indexed: 07/18/2023] Open
Affiliation(s)
- Olwen C. Murphy
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, MD, USA
| | - Peter A. Calabresi
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, MD, USA
| | - Shiv Saidha
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, MD, USA
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Küchlin S, Ihorst G, Grotejohann B, Beisse F, Heinrich SP, Albrecht P, Ungewiss J, Wörner M, Hug MJ, Wolf S, Diem R, Lagrèze WA. Treatment With Erythropoietin for Patients With Optic Neuritis: Long-term Follow-up. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2023; 10:10/4/e200067. [PMID: 37094997 PMCID: PMC10136679 DOI: 10.1212/nxi.0000000000200067] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 10/10/2022] [Indexed: 04/26/2023]
Abstract
BACKGROUND AND OBJECTIVE Erythropoietin (EPO) is a candidate neuroprotective drug. We assessed its long-term safety and efficacy as an adjunct to methylprednisolone in patients with optic neuritis and focused on conversions to multiple sclerosis (MS). METHODS The TONE trial randomized 108 patients with acute optic neuritis but without previously known MS to either 33,000 IU EPO or placebo in conjunction with 1,000 mg methylprednisolone daily for 3 days. After reaching the primary end point at 6 months, we conducted an open-label follow-up 2 years after randomization. RESULTS The follow-up was attended by 83 of 103 initially analyzed patients (81%). There were no previously unreported adverse events. The adjusted treatment difference of peripapillary retinal nerve fiber layer atrophy in relation to the fellow eye at baseline was 1.27 µm (95% CI -6.45 to 8.98, p = 0.74). The adjusted treatment difference in low-contrast letter acuity was 2.87 on the 2.5% Sloan chart score (95% CI -7.92 to 13.65). Vision-related quality of life was similar in both treatment arms (National Eye Institute Visual Functioning Questionnaire median score [IQR]: 94.0 [88.0 to 96.9] in the EPO and 93.4 [89.5 to 97.4] in the placebo group). The rate of multiple sclerosis-free survival was 38% in the placebo and 53% in the EPO group (hazard ratio: 1.67, 95% CI 0.96 to 2.88, p = 0.068). DISCUSSION In line with the results at 6 months, we found neither structural nor functional benefits in the visual system of patients with optic neuritis as a clinically isolated syndrome, 2 years after EPO administration. Although there were fewer early conversions to MS in the EPO group, the difference across the 2-year window was not statistically significant. CLASSIFICATION OF EVIDENCE This study provides Class II evidence that for patients with acute optic neuritis, EPO as an adjunct to methylprednisolone is well tolerated and does not improve long-term visual outcomes. TRIAL REGISTRATION INFORMATION The trial was preregistered before commencement at clinicaltrials.gov (NCT01962571).
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Affiliation(s)
- Sebastian Küchlin
- From the Eye Center (S.K., S.P.H., W.A.L.); Clinical Trials Unit (G.I., B.G.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg; Department of Ophthalmology (F.B.), University Hospital, University of Heidelberg; Department of Neurology (P.A.), Medical Faculty, Heinrich Heine-Universität Düsseldorf; Aalen University of Applied Sciences (J.U., M.W.), Competence Center Vision Research; Pharmacy (M.J.H.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; Department of Ophthalmology (S.W.), Inselspital, University Hospital, University of Bern, Switzerland; and Department of Neurology and National Center for Tumor Diseases (R.D.), Faculty of Medicine, University Hospital Heidelberg, Germany
| | - Gabriele Ihorst
- From the Eye Center (S.K., S.P.H., W.A.L.); Clinical Trials Unit (G.I., B.G.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg; Department of Ophthalmology (F.B.), University Hospital, University of Heidelberg; Department of Neurology (P.A.), Medical Faculty, Heinrich Heine-Universität Düsseldorf; Aalen University of Applied Sciences (J.U., M.W.), Competence Center Vision Research; Pharmacy (M.J.H.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; Department of Ophthalmology (S.W.), Inselspital, University Hospital, University of Bern, Switzerland; and Department of Neurology and National Center for Tumor Diseases (R.D.), Faculty of Medicine, University Hospital Heidelberg, Germany
| | - Birgit Grotejohann
- From the Eye Center (S.K., S.P.H., W.A.L.); Clinical Trials Unit (G.I., B.G.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg; Department of Ophthalmology (F.B.), University Hospital, University of Heidelberg; Department of Neurology (P.A.), Medical Faculty, Heinrich Heine-Universität Düsseldorf; Aalen University of Applied Sciences (J.U., M.W.), Competence Center Vision Research; Pharmacy (M.J.H.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; Department of Ophthalmology (S.W.), Inselspital, University Hospital, University of Bern, Switzerland; and Department of Neurology and National Center for Tumor Diseases (R.D.), Faculty of Medicine, University Hospital Heidelberg, Germany
| | - Flemming Beisse
- From the Eye Center (S.K., S.P.H., W.A.L.); Clinical Trials Unit (G.I., B.G.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg; Department of Ophthalmology (F.B.), University Hospital, University of Heidelberg; Department of Neurology (P.A.), Medical Faculty, Heinrich Heine-Universität Düsseldorf; Aalen University of Applied Sciences (J.U., M.W.), Competence Center Vision Research; Pharmacy (M.J.H.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; Department of Ophthalmology (S.W.), Inselspital, University Hospital, University of Bern, Switzerland; and Department of Neurology and National Center for Tumor Diseases (R.D.), Faculty of Medicine, University Hospital Heidelberg, Germany
| | - Sven P Heinrich
- From the Eye Center (S.K., S.P.H., W.A.L.); Clinical Trials Unit (G.I., B.G.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg; Department of Ophthalmology (F.B.), University Hospital, University of Heidelberg; Department of Neurology (P.A.), Medical Faculty, Heinrich Heine-Universität Düsseldorf; Aalen University of Applied Sciences (J.U., M.W.), Competence Center Vision Research; Pharmacy (M.J.H.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; Department of Ophthalmology (S.W.), Inselspital, University Hospital, University of Bern, Switzerland; and Department of Neurology and National Center for Tumor Diseases (R.D.), Faculty of Medicine, University Hospital Heidelberg, Germany
| | - Philipp Albrecht
- From the Eye Center (S.K., S.P.H., W.A.L.); Clinical Trials Unit (G.I., B.G.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg; Department of Ophthalmology (F.B.), University Hospital, University of Heidelberg; Department of Neurology (P.A.), Medical Faculty, Heinrich Heine-Universität Düsseldorf; Aalen University of Applied Sciences (J.U., M.W.), Competence Center Vision Research; Pharmacy (M.J.H.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; Department of Ophthalmology (S.W.), Inselspital, University Hospital, University of Bern, Switzerland; and Department of Neurology and National Center for Tumor Diseases (R.D.), Faculty of Medicine, University Hospital Heidelberg, Germany
| | - Judith Ungewiss
- From the Eye Center (S.K., S.P.H., W.A.L.); Clinical Trials Unit (G.I., B.G.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg; Department of Ophthalmology (F.B.), University Hospital, University of Heidelberg; Department of Neurology (P.A.), Medical Faculty, Heinrich Heine-Universität Düsseldorf; Aalen University of Applied Sciences (J.U., M.W.), Competence Center Vision Research; Pharmacy (M.J.H.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; Department of Ophthalmology (S.W.), Inselspital, University Hospital, University of Bern, Switzerland; and Department of Neurology and National Center for Tumor Diseases (R.D.), Faculty of Medicine, University Hospital Heidelberg, Germany
| | - Michael Wörner
- From the Eye Center (S.K., S.P.H., W.A.L.); Clinical Trials Unit (G.I., B.G.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg; Department of Ophthalmology (F.B.), University Hospital, University of Heidelberg; Department of Neurology (P.A.), Medical Faculty, Heinrich Heine-Universität Düsseldorf; Aalen University of Applied Sciences (J.U., M.W.), Competence Center Vision Research; Pharmacy (M.J.H.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; Department of Ophthalmology (S.W.), Inselspital, University Hospital, University of Bern, Switzerland; and Department of Neurology and National Center for Tumor Diseases (R.D.), Faculty of Medicine, University Hospital Heidelberg, Germany
| | - Martin J Hug
- From the Eye Center (S.K., S.P.H., W.A.L.); Clinical Trials Unit (G.I., B.G.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg; Department of Ophthalmology (F.B.), University Hospital, University of Heidelberg; Department of Neurology (P.A.), Medical Faculty, Heinrich Heine-Universität Düsseldorf; Aalen University of Applied Sciences (J.U., M.W.), Competence Center Vision Research; Pharmacy (M.J.H.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; Department of Ophthalmology (S.W.), Inselspital, University Hospital, University of Bern, Switzerland; and Department of Neurology and National Center for Tumor Diseases (R.D.), Faculty of Medicine, University Hospital Heidelberg, Germany
| | - Sebastian Wolf
- From the Eye Center (S.K., S.P.H., W.A.L.); Clinical Trials Unit (G.I., B.G.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg; Department of Ophthalmology (F.B.), University Hospital, University of Heidelberg; Department of Neurology (P.A.), Medical Faculty, Heinrich Heine-Universität Düsseldorf; Aalen University of Applied Sciences (J.U., M.W.), Competence Center Vision Research; Pharmacy (M.J.H.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; Department of Ophthalmology (S.W.), Inselspital, University Hospital, University of Bern, Switzerland; and Department of Neurology and National Center for Tumor Diseases (R.D.), Faculty of Medicine, University Hospital Heidelberg, Germany.
| | - Ricarda Diem
- From the Eye Center (S.K., S.P.H., W.A.L.); Clinical Trials Unit (G.I., B.G.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg; Department of Ophthalmology (F.B.), University Hospital, University of Heidelberg; Department of Neurology (P.A.), Medical Faculty, Heinrich Heine-Universität Düsseldorf; Aalen University of Applied Sciences (J.U., M.W.), Competence Center Vision Research; Pharmacy (M.J.H.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; Department of Ophthalmology (S.W.), Inselspital, University Hospital, University of Bern, Switzerland; and Department of Neurology and National Center for Tumor Diseases (R.D.), Faculty of Medicine, University Hospital Heidelberg, Germany
| | - Wolf A Lagrèze
- From the Eye Center (S.K., S.P.H., W.A.L.); Clinical Trials Unit (G.I., B.G.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg; Department of Ophthalmology (F.B.), University Hospital, University of Heidelberg; Department of Neurology (P.A.), Medical Faculty, Heinrich Heine-Universität Düsseldorf; Aalen University of Applied Sciences (J.U., M.W.), Competence Center Vision Research; Pharmacy (M.J.H.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Germany; Department of Ophthalmology (S.W.), Inselspital, University Hospital, University of Bern, Switzerland; and Department of Neurology and National Center for Tumor Diseases (R.D.), Faculty of Medicine, University Hospital Heidelberg, Germany.
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Murphy OC, Sotirchos ES, Kalaitzidis G, Vasileiou E, Ehrhardt H, Lambe J, Kwakyi O, Nguyen J, Lee AZ, Button J, Dewey BE, Newsome SD, Mowry EM, Fitzgerald KC, Prince JL, Calabresi PA, Saidha S. Trans-Synaptic Degeneration Following Acute Optic Neuritis in Multiple Sclerosis. Ann Neurol 2023; 93:76-87. [PMID: 36218157 PMCID: PMC9933774 DOI: 10.1002/ana.26529] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 10/07/2022] [Accepted: 10/07/2022] [Indexed: 02/05/2023]
Abstract
OBJECTIVE To explore longitudinal changes in brain volumetric measures and retinal layer thicknesses following acute optic neuritis (AON) in people with multiple sclerosis (PwMS), to investigate the process of trans-synaptic degeneration, and determine its clinical relevance. METHODS PwMS were recruited within 40 days of AON onset (n = 49), and underwent baseline retinal optical coherence tomography and brain magnetic resonance imaging followed by longitudinal tracking for up to 5 years. A comparator cohort of PwMS without a recent episode of AON were similarly tracked (n = 73). Mixed-effects linear regression models were used. RESULTS Accelerated atrophy of the occipital gray matter (GM), calcarine GM, and thalamus was seen in the AON cohort, as compared with the non-AON cohort (-0.76% vs -0.22% per year [p = 0.01] for occipital GM, -1.83% vs -0.32% per year [p = 0.008] for calcarine GM, -1.17% vs -0.67% per year [p = 0.02] for thalamus), whereas rates of whole-brain, cortical GM, non-occipital cortical GM atrophy, and T2 lesion accumulation did not differ significantly between the cohorts. In the AON cohort, greater AON-induced reduction in ganglion cell+inner plexiform layer thickness over the first year was associated with faster rates of whole-brain (r = 0.32, p = 0.04), white matter (r = 0.32, p = 0.04), and thalamic (r = 0.36, p = 0.02) atrophy over the study period. Significant relationships were identified between faster atrophy of the subcortical GM and thalamus, with worse visual function outcomes after AON. INTERPRETATION These results provide in-vivo evidence for anterograde trans-synaptic degeneration following AON in PwMS, and suggest that trans-synaptic degeneration may be related to clinically-relevant visual outcomes. ANN NEUROL 2023;93:76-87.
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Affiliation(s)
- Olwen C. Murphy
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, USA
| | - Elias S. Sotirchos
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, USA
| | - Grigorios Kalaitzidis
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, USA
| | - Elena Vasileiou
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, USA
| | - Henrik Ehrhardt
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, USA
| | - Jeffrey Lambe
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, USA
| | - Ohemaa Kwakyi
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, USA
| | - James Nguyen
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, USA
| | - Alexandra Zambriczki Lee
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, USA
| | - Julia Button
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, USA
| | - Blake E. Dewey
- Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, USA
| | - Scott D. Newsome
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, USA
| | - Ellen M. Mowry
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, USA
| | - Kathryn C. Fitzgerald
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, USA
| | - Jerry L. Prince
- Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, USA
| | - Peter A. Calabresi
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, USA
| | - Shiv Saidha
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, USA
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Optical Coherence Tomography in Chronic Relapsing Inflammatory Optic Neuropathy, Neuromyelitis Optica and Multiple Sclerosis: A Comparative Study. Brain Sci 2022; 12:brainsci12091140. [PMID: 36138876 PMCID: PMC9497092 DOI: 10.3390/brainsci12091140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 08/19/2022] [Accepted: 08/23/2022] [Indexed: 12/03/2022] Open
Abstract
Purpose: To examine the optical coherence tomography (OCT) features of the retina in patients with chronic relapsing inflammatory optic neuropathy (CRION) and compare them with those of neuromyelitis optica spectrum disorder (NMOSD), relapsing-remitting multiple sclerosis (RRMS) with and without optic neuritis (ON), and healthy controls (HC). Methods: In this retrospective cross-sectional study, we used spectral domain OCT to evaluate the retinal structure of 14 participants with CRION, 22 with NMOSD, 40 with RRMS with unilateral ON, and 20 HC. The peripapillary retinal nerve fiber layer (pRNFL), total macular volume (TMV), and papillomacular bundle (PMB) were measured, and intra-retinal segmentation was performed to obtain the retinal nerve fiber (RNFL), ganglion cell (GCL), inner plexiform (IPL), inner nuclear (INL), outer plexiform (OPL) and outer nuclear (ONL) layer volumes. Results: The global pRNFL [39.33(±1.8) µm] and all its quadrants are significantly thinner in CRION compared with all other groups (p < 0.05). CRION patients have decreased volumes of TMV, RNFL, GCL, and IPL compared with all other groups (p < 0.05). Conclusion: Severe thinning in pRNFL and thinning in intra-retinal segments of IPL, GCL, RNFL, and TMV could be helpful in differentiating CRION from NMOSD and RRMS.
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Ciftci Kavaklioglu B, Erdman L, Goldenberg A, Kavaklioglu C, Alexander C, Oppermann HM, Patel A, Hossain S, Berenbaum T, Yau O, Yea C, Ly M, Costello F, Mah JK, Reginald A, Banwell B, Longoni G, Ann Yeh E. Machine learning classification of multiple sclerosis in children using optical coherence tomography. Mult Scler 2022; 28:2253-2262. [PMID: 35946086 DOI: 10.1177/13524585221112605] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND In children, multiple sclerosis (MS) is the ultimate diagnosis in only 1/5 to 1/3 of cases after a first episode of central nervous system (CNS) demyelination. As the visual pathway is frequently affected in MS and other CNS demyelinating disorders (DDs), structural retinal imaging such as optical coherence tomography (OCT) can be used to differentiate MS. OBJECTIVE This study aimed to investigate the utility of machine learning (ML) based on OCT features to identify distinct structural retinal features in children with DDs. METHODS This study included 512 eyes from 187 (neyes = 374) children with demyelinating diseases and 69 (neyes = 138) controls. Input features of the analysis comprised of 24 auto-segmented OCT features. RESULTS Random Forest classifier with recursive feature elimination yielded the highest predictive values and identified DDs with 75% and MS with 80% accuracy, while multiclass distinction between MS and monophasic DD was performed with 64% accuracy. A set of eight retinal features were identified as the most important features in this classification. CONCLUSION This study demonstrates that ML based on OCT features can be used to support a diagnosis of MS in children.
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Affiliation(s)
- Beyza Ciftci Kavaklioglu
- Neuroscience and Mental Health Program, SickKids Research Institute, The Hospital for Sick Children, Toronto, ON, Canada/Department of Internal Medicine, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada
| | - Lauren Erdman
- Department of Computer Science, University of Toronto, Toronto, ON, Canada; Vector Institute, Toronto, ON, Canada
| | - Anna Goldenberg
- Department of Computer Science, University of Toronto, Toronto, ON, Canada; Vector Institute, Toronto, ON, Canada/Temerty Centre for AI Research and Education in Medicine, University of Toronto, Toronto, ON, Canada
| | - Can Kavaklioglu
- Department of Mechanical and Industrial Engineering, Ryerson University, Toronto, ON, Canada
| | - Cara Alexander
- Department of Computer Science, University of Toronto, Toronto, ON, Canada
| | - Hannah M Oppermann
- Department of Computer Science, University of Toronto, Toronto, ON, Canada/Department of Information and Computing Sciences, Utrecht University, Utrecht, the Netherlands
| | - Amish Patel
- Department of Computer Science, University of Toronto, Toronto, ON, Canada
| | - Soaad Hossain
- Department of Computer Science, University of Toronto, Toronto, ON, Canada/Temerty Centre for AI Research and Education in Medicine, University of Toronto, Toronto, ON, Canada/Environics Analytics, Toronto, ON, Canada
| | - Tara Berenbaum
- Division of Neurology, Department of Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada
| | - Olivia Yau
- Division of Neurology, Department of Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada
| | - Carmen Yea
- Division of Neurology, Department of Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada
| | - Mina Ly
- Division of Neurology, Department of Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada
| | - Fiona Costello
- Department of Clinical Neurosciences, Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada/Department of Surgery (Ophthalmology), University of Calgary, Calgary, AB, Canada
| | - Jean K Mah
- Department Pediatrics, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
| | - Arun Reginald
- Department of Ophthalmology and Vision Sciences, University of Toronto, Toronto, ON, Canada/Department of Ophthalmology and Vision Sciences, The Hospital for Sick Children, Toronto, ON, Canada
| | - Brenda Banwell
- Division of Neurology, The Children's Hospital of Philadelphia, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Giulia Longoni
- SickKids Research Institute, Neuroscience and Mental Health Program, The Hospital for Sick Children, Toronto, ON, Canada/Division of Neurology, The Hospital for Sick Children, Toronto, ON, Canada/Department of Pediatrics, University of Toronto, Toronto, ON, Canada
| | - E Ann Yeh
- SickKids Research Institute, Neuroscience and Mental Health Program, The Hospital for Sick Children, Toronto, ON, Canada/Division of Neurology, The Hospital for Sick Children, Toronto, ON, Canada/Department of Pediatrics, University of Toronto, Toronto, ON, Canada.,Neuroscience and Mental Health Program, SickKids Research Institute, The Hospital for Sick Children, 555 University Avenue, Toronto, ON M5G 1X8, Canada
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8
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Graves JS, Oertel FC, Van der Walt A, Collorone S, Sotirchos ES, Pihl-Jensen G, Albrecht P, Yeh EA, Saidha S, Frederiksen J, Newsome SD, Paul F. Leveraging Visual Outcome Measures to Advance Therapy Development in Neuroimmunologic Disorders. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2021; 9:9/2/e1126. [PMID: 34955459 PMCID: PMC8711076 DOI: 10.1212/nxi.0000000000001126] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 11/04/2021] [Indexed: 12/19/2022]
Abstract
The visual system offers unparalleled precision in the assessment of neuroaxonal damage. With the majority of patients with multiple sclerosis (MS) experiencing afferent and efferent visual dysfunction, outcome measures capturing these deficits provide insight into neuroaxonal injury, even in those with minimal disability. Ideal for use in clinical trials, visual measures are generally inexpensive, accessible, and reproducible. Quantification of visual acuity, visual fields, visual quality of life, and electrophysiologic parameters allows assessment of function, whereas optical coherence tomography (OCT) provides reliable measures of the structural integrity of the anterior afferent visual pathway. The technology of oculomotor biometrics continues to advance, and discrete measures of fixation, smooth pursuit, and saccadic eye movement abnormalities are ready for inclusion in future trials of MS progression. Visual outcomes allow tracking of neuroaxonal injury and aid in distinguishing MS from diseases such as neuromyelitis optica spectrum disorder (NMOSD) or myelin oligodendrocyte glycoprotein antibody-associated diseases (MOGAD). OCT has also provided unique insights into pathophysiology, including the identification of foveal pitting in NMOSD, possibly from damage to Müller cells, which carry an abundance of aquaporin-4 channels. For some study designs, the cost-benefit ratio favors visual outcomes over more expensive MRI outcomes. With the next frontier of therapeutics focused on remyelination and neuroprotection, visual outcomes are likely to take center stage. As an international community of collaborative, committed, vision scientists, this review by the International MS Visual System Consortium (IMSVISUAL) outlines the quality standards, informatics, and framework needed to routinely incorporate vision outcomes into MS and NMOSD trials.
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Affiliation(s)
- Jennifer S Graves
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada.
| | - Frederike Cosima Oertel
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
| | - Anneke Van der Walt
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
| | - Sara Collorone
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
| | - Elias S Sotirchos
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
| | - Gorm Pihl-Jensen
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
| | - Philipp Albrecht
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
| | - E Ann Yeh
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
| | - Shiv Saidha
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
| | - Jette Frederiksen
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
| | - Scott Douglas Newsome
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
| | - Friedemann Paul
- Department of Neurosciences (J.S.G.), University of California, San Diego; Experimental and Clinical Research Center (F.C.O., F.P.), Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin & NeuroCure Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany; Department of neuroscience (A.V.D.W.), Central Clinical School, Monash University, Melbourne, Australia; NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation (S.C.), UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, United Kingdom; Department of Neurology (E.S.S., S.S., S.D.N.), Johns Hopkins University School of Medicine, Baltimore, MD; Rigshospitalet (J.F.), Denmark; Department of Neurology (P.A.), Medical Faculty, Heinrich-Heine-University Düsseldorf, Germany; Division of Neurology, Department of Pediatrics (E.A.Y.), Division of Neuroscience and Mental Health, Hospital for Sick Children, Hospital for Sick Children Research Institute, and University of Toronto, Toronto, Canada
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Özbilen KT, Gündüz T, Kartal SNÇ, Ceylan NA, Eraksoy M, Kürtüncü M. Detailed Evaluation of Macular Ganglion Cell Complex in Patients with Multiple Sclerosis. ACTA ACUST UNITED AC 2021; 58:176-183. [PMID: 34526838 PMCID: PMC8419730 DOI: 10.29399/npa.27531] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 12/21/2020] [Indexed: 11/28/2022]
Abstract
Introduction: Retinal nerve fiber layer thickness has been used for monitoring of disease activity in patients with multiple sclerosis (MS). Macular ganglion cell complex (GCC) layer of retina also can be measured by OCT and has been suggested as a potential biomarker in MS. In this study we investigated the macular GCC and its role as a potential biomarker in patients with Multiple Sclerosis (MS). Methods: A prospective cohort-study, subjects consisted of Relapsing-Remitting MS patients (n=62) and healthy controls (n=60). Eyes of MS patients were divided into two subgroups according to the history of the optic neuritis (ON). Standard peripapillary-RNFL and macular scan protocol, and retinal auto-segmentation of spectral-domain OCT were performed. Macular RNFL (mRNFL), ganglion cell layer (GCL), and inner plexiform layer (IPL), and GCC (the sum of these former three layers) were recorded. The macula was divided into nine sectors using the ETDRS grid (4×9=36 variables). Results: In total, 50 eyes of 36 patients had previous ON attacks. 35/36 GCC parameters were thinner in MS patients and subgroups compared to the control group (p<0.05). When the eyes with and without a history of optic neuritis were compared, 25 of 36 parameters were thinner in those with ON. There were strong correlations between visual acuity-GCC parameters and EDSS scores in patients with a history of optic neuritis. However, no such relationship was found in those without an ON story. Conclusion: Ganglion cell complex gets thinner in patients with MS with a decreasing order of GCL, IPL, and mRNFL. The examination of GCC in detail could be a beneficial biomarker for MS.
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Affiliation(s)
- Kemal Turgay Özbilen
- Istanbul University, Istanbul Faculty of Medicine, Department of Ophthalmology, Istanbul, Turkey
| | - Tuncay Gündüz
- Istanbul University, Istanbul Faculty of Medicine, Department of Neurology, Istanbul, Turkey
| | | | - Nihan Aksu Ceylan
- Istanbul University, Istanbul Faculty of Medicine, Department of Ophthalmology, Istanbul, Turkey
| | - Mefküre Eraksoy
- Istanbul University, Istanbul Faculty of Medicine, Department of Neurology, Istanbul, Turkey
| | - Murat Kürtüncü
- Istanbul University, Istanbul Faculty of Medicine, Department of Neurology, Istanbul, Turkey
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10
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Seitz CB, Steffen F, Muthuraman M, Uphaus T, Krämer J, Meuth SG, Albrecht P, Groppa S, Zipp F, Bittner S, Fleischer V. Serum neurofilament levels reflect outer retinal layer changes in multiple sclerosis. Ther Adv Neurol Disord 2021; 14:17562864211003478. [PMID: 34104217 PMCID: PMC8155762 DOI: 10.1177/17562864211003478] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Accepted: 02/28/2021] [Indexed: 11/29/2022] Open
Abstract
Background: Serum neurofilament light chain (sNfL) and distinct intra-retinal layers are
both promising biomarkers of neuro-axonal injury in multiple sclerosis (MS).
We aimed to unravel the association of both markers in early MS, having
identified that neurofilament has a distinct immunohistochemical expression
pattern among intra-retinal layers. Methods: Three-dimensional (3D) spectral domain macular optical coherence tomography
scans and sNfL levels were investigated in 156 early MS patients
(female/male: 109/47, mean age: 33.3 ± 9.5 years, mean disease duration:
2.0 ± 3.3 years). Out of the whole cohort, 110 patients had no history of
optic neuritis (NHON) and 46 patients had a previous history of optic
neuritis (HON). In addition, a subgroup of patients
(n = 38) was studied longitudinally over 2 years. Support
vector machine analysis was applied to test a regression model for
significant changes. Results: In our cohort, HON patients had a thinner outer plexiform layer (OPL) volume
compared to NHON patients (B = −0.016, SE = 0.006,
p = 0.013). Higher sNfL levels were significantly
associated with thinner OPL volumes in HON patients
(B = −6.734, SE = 2.514, p = 0.011). This
finding was corroborated in the longitudinal subanalysis by the association
of higher sNfL levels with OPL atrophy (B = 5.974,
SE = 2.420, p = 0.019). sNfL levels were 75.7% accurate at
predicting OPL volume in the supervised machine learning. Conclusions: In summary, sNfL levels were a good predictor of future outer retinal
thinning in MS. Changes within the neurofilament-rich OPL could be
considered as an additional retinal marker linked to MS
neurodegeneration.
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Affiliation(s)
- Caspar B Seitz
- Department of Neurology, Focus Program Translational Neuroscience (FTN), Rhine Main Neuroscience Network (rmn), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Falk Steffen
- Department of Neurology, Focus Program Translational Neuroscience (FTN), Rhine Main Neuroscience Network (rmn), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Muthuraman Muthuraman
- Department of Neurology, Focus Program Translational Neuroscience (FTN), Rhine Main Neuroscience Network (rmn), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Timo Uphaus
- Department of Neurology, Focus Program Translational Neuroscience (FTN), Rhine Main Neuroscience Network (rmn), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Julia Krämer
- Department of Neurology with Institute of Translational Neurology, University of Münster, Albert-Schweizer-Campus, Münster, Germany
| | - Sven G Meuth
- Department of Neurology with Institute of Translational Neurology, University of Münster, Albert-Schweizer-Campus, Münster, Germany
| | - Philipp Albrecht
- Department of Neurology, Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany
| | - Sergiu Groppa
- Department of Neurology, Focus Program Translational Neuroscience (FTN), Rhine Main Neuroscience Network (rmn), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Frauke Zipp
- Department of Neurology, Focus Program Translational Neuroscience (FTN), Rhine Main Neuroscience Network (rmn), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Stefan Bittner
- Department of Neurology, Focus Program Translational Neuroscience (FTN), Rhine Main Neuroscience Network (rmn), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Vinzenz Fleischer
- Department of Neurology, Focus Program Translational Neuroscience (FTN), Rhine Main Neuroscience Network (rmn), University Medical Center of the Johannes Gutenberg University Mainz, Langenbeckstr. 1, Mainz 55131, Germany
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11
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Schnabolk G, Obert E, Banda NK, Rohrer B. Systemic Inflammation by Collagen-Induced Arthritis Affects the Progression of Age-Related Macular Degeneration Differently in Two Mouse Models of the Disease. Invest Ophthalmol Vis Sci 2021; 61:11. [PMID: 33289791 PMCID: PMC7726584 DOI: 10.1167/iovs.61.14.11] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Purpose Age-related macular degeneration (AMD) shares similar risk factors and inflammatory responses with rheumatoid arthritis (RA). Previously, we identified increased risk for dry AMD among patients with RA compared to control subjects, using retrospective data analysis. In this current study, we investigate the role of systemic inflammation triggered in a murine model of arthritis on choroidal neovascularization and retinal pigment epithelium (RPE) degeneration mouse models. Methods Collagen-induced arthritis (CIA) was induced in C57BL/6J mice prior to laser-induced choroidal neovascularization (CNV; wet AMD model) or sodium iodate-induced retinal degeneration (NaIO3; dry AMD model). CNV lesion size and retinal thickness were quantified by optical coherence photography (OCT), visual function was analyzed using optokinetic response and electroretinography, RPE morphology was examined by immunohistochemistry, and inflammatory gene expression was analyzed by quantitative PCR. Results CIA mice demonstrated decreased spatial acuity and contrast sensitivity, whereas no difference was observed in the RPE-generated c-wave. CNV lesion size was decreased in CIA mice. NaIO3 decreased c-wave amplitude, as well as retinal thickness, which was augmented by CIA. NaIO3 treatment resulted in loss of normal RPE hexagonal shape, which was further aggravated by CIA. Increased Cxcl9 expression was observed in the presence of CIA and CIA combined with AMD. Disease severity differences were observed between sexes. Conclusions Our data suggest systemic inflammation by CIA results in increased pathology in a dry AMD model, whereas it reduces lesions in a wet AMD model. These findings highlight the need for additional investigation into the role of secondary inflammation and sex-based differences on AMD.
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Affiliation(s)
- Gloriane Schnabolk
- Department of Ophthalmology, Medical University of South Carolina, Charleston, South Carolina, United States
| | - Elisabeth Obert
- Department of Ophthalmology, Medical University of South Carolina, Charleston, South Carolina, United States
| | - Nirmal K Banda
- Division of Rheumatology, Department of Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, United States
| | - Bärbel Rohrer
- Department of Ophthalmology, Medical University of South Carolina, Charleston, South Carolina, United States.,Ralph H. Johnson VA Medical Center, Division of Research, Charleston, South Carolina, United States
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12
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Lee G, Park K, Oh SY, Min J, Kim BJ. Peripapillary and parafoveal microvascular changes in eyes with optic neuritis and their fellow eyes measured by optical coherence tomography angiography: an Exploratory Study. Acta Ophthalmol 2021; 99:288-298. [PMID: 32833336 DOI: 10.1111/aos.14577] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2019] [Revised: 07/04/2020] [Accepted: 07/09/2020] [Indexed: 12/20/2022]
Abstract
PURPOSE This study aimed to evaluate parafoveal and peripapillary microvascular alterations in eyes with optic neuritis (ON) along with their fellow eyes compared to healthy control eyes using optical coherence tomography angiography (OCT-A). METHODS We included 31 ON-affected eyes and 31 fellow eyes of 31 patients who had experienced unilateral ON and 33 eyes of 33 healthy controls in this exploratory retrospective cross-sectional study. Optical coherence tomography angiography (OCT-A) was used to generate microvascular structural images and quantify the vessel density of the superficial retinal capillary plexus (SRCP), the deep retinal capillary plexus (DRCP) and radial peripapillary capillary (RPC) segments. We used the Kruskal-Wallis test for the comparison of OCT-A results between the three groups and generalized estimating equation models for the pairwise comparisons. RESULTS There were significant differences of SRCP (p = 0.0003) and RPC segment (p < 0.0001) vessel densities between the three groups. Specifically, there was a reduction in parafoveal and peripapillary vessel density in the ON-affected eyes compared to fellow eyes (SRCP, estimates, -1.97, 95% confidence interval [CI], -3.07, -0.87; RPC, -6.95, 95% CI, -8.70, -5.19) and controls (SRCP, -3.15, 95% CI, -4.61, -1.69; RPC, -8.66, 95% CI, -10.55, -6.76). The superior sector of the RPC segments vessel density in the fellow eyes was decreased compared to the controls (-4.93, 95% CI, -8.07, -1.80). CONCLUSIONS The results of this study suggest that microvascular changes occur in both the affected eye and unaffected fellow eye after a unilateral ON episode. Future studies are needed to clarify the clinical implications of these findings.
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Affiliation(s)
- Ga‐In Lee
- Department of Ophthalmology Samsung Medical Center Sungkyunkwan University School of Medicine Seoul Korea
| | - Kyung‐Ah Park
- Department of Ophthalmology Samsung Medical Center Sungkyunkwan University School of Medicine Seoul Korea
| | - Sei Yeul Oh
- Department of Ophthalmology Samsung Medical Center Sungkyunkwan University School of Medicine Seoul Korea
| | - Ju‐Hong Min
- Department of Neurology Samsung Medical Center Sungkyunkwan University School of Medicine Seoul Korea
| | - Byoung Joon Kim
- Department of Neurology Samsung Medical Center Sungkyunkwan University School of Medicine Seoul Korea
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13
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Sekyi MT, Lauderdale K, Atkinson KC, Golestany B, Karim H, Feri M, Soto JS, Diaz C, Kim SH, Cilluffo M, Nusinowitz S, Katzenellenbogen JA, Tiwari‐Woodruff SK. Alleviation of extensive visual pathway dysfunction by a remyelinating drug in a chronic mouse model of multiple sclerosis. Brain Pathol 2021; 31:312-332. [PMID: 33368801 PMCID: PMC8018057 DOI: 10.1111/bpa.12930] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 12/09/2020] [Accepted: 12/11/2020] [Indexed: 11/30/2022] Open
Abstract
Visual deficits are among the most prevalent symptoms in patients with multiple sclerosis (MS). To understand deficits in the visual pathway during MS and potential treatment effects, we used experimental autoimmune encephalomyelitis (EAE), the most commonly used animal model of MS. The afferent visual pathway was assessed in vivo using optical coherence tomography (OCT), electroretinography (ERG), and visually evoked cortical potentials (VEPs). Inflammation, demyelination, and neurodegeneration were examined by immunohistochemistry ex vivo. In addition, an immunomodulatory, remyelinating agent, the estrogen receptor β ligand chloroindazole (IndCl), was tested for its therapeutic potential in the visual pathway. EAE produced functional deficits in visual system electrophysiology, including suppression of ERG and VEP waveform amplitudes and increased signal latencies. Therapeutic IndCl rescued overall visual system latency by VEP but had little impact on amplitude or ERG findings relative to vehicle. Faster VEP conduction in IndCl-treated mice was associated with enhanced myelin basic protein signal in all visual system structures examined. IndCl preserved retinal ganglion cells (RGCs) and oligodendrocyte density in the prechiasmatic white matter, but similar retinal nerve fiber layer thinning by OCT was noted in vehicle and IndCl-treated mice. Although IndCl differentially attenuated leukocyte and astrocyte staining signal throughout the structures analyzed, axolemmal varicosities were observed in all visual fiber tracts of mice with EAE irrespective of treatment, suggesting impaired axonal energy homeostasis. These data support incomplete functional recovery of VEP amplitude with IndCl, as fiber tracts displayed persistent axon pathology despite remyelination-induced decreases in latencies, evidenced by reduced optic nerve g-ratio in IndCl-treated mice. Although additional studies are required, these findings demonstrate the dynamics of visual pathway dysfunction and disability during EAE, along with the importance of early treatment to mitigate EAE-induced axon damage.
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Affiliation(s)
- Maria T. Sekyi
- Division of Biomedical SciencesRiverside School of MedicineUniversity of CaliforniaRiversideCAUSA
- Department of BioengineeringRiverside Bourns School of EngineeringUniversity of CaliforniaRiversideCAUSA
| | - Kelli Lauderdale
- Division of Biomedical SciencesRiverside School of MedicineUniversity of CaliforniaRiversideCAUSA
| | - Kelley C. Atkinson
- Division of Biomedical SciencesRiverside School of MedicineUniversity of CaliforniaRiversideCAUSA
| | - Batis Golestany
- Division of Biomedical SciencesRiverside School of MedicineUniversity of CaliforniaRiversideCAUSA
| | - Hawra Karim
- Division of Biomedical SciencesRiverside School of MedicineUniversity of CaliforniaRiversideCAUSA
| | - Micah Feri
- Division of Biomedical SciencesRiverside School of MedicineUniversity of CaliforniaRiversideCAUSA
| | - Joselyn S. Soto
- Division of Biomedical SciencesRiverside School of MedicineUniversity of CaliforniaRiversideCAUSA
| | - Cobi Diaz
- Division of Biomedical SciencesRiverside School of MedicineUniversity of CaliforniaRiversideCAUSA
| | - Sung Hoon Kim
- Department of Chemistry and Cancer CenterUniversity of Illinois at Urbana‐ChampaignUrbanaILUSA
| | - Marianne Cilluffo
- BRI Electron Microscopy LaboratoryLos Angeles School of MedicineUniversity of CaliforniaLos AngelesCAUSA
| | - Steven Nusinowitz
- Stein Eye InstituteLos Angeles School of MedicineUniversity of CaliforniaLos AngelesCAUSA
| | | | - Seema K. Tiwari‐Woodruff
- Division of Biomedical SciencesRiverside School of MedicineUniversity of CaliforniaRiversideCAUSA
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14
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Murphy OC, Kalaitzidis G, Vasileiou E, Filippatou AG, Lambe J, Ehrhardt H, Pellegrini N, Sotirchos ES, Luciano NJ, Liu Y, Fitzgerald KC, Prince JL, Calabresi PA, Saidha S. Optical Coherence Tomography and Optical Coherence Tomography Angiography Findings After Optic Neuritis in Multiple Sclerosis. Front Neurol 2020; 11:618879. [PMID: 33384660 PMCID: PMC7769949 DOI: 10.3389/fneur.2020.618879] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Accepted: 11/24/2020] [Indexed: 12/15/2022] Open
Abstract
Background: In people with multiple sclerosis (MS), optic neuritis (ON) results in inner retinal layer thinning, and reduced density of the retinal microvasculature. Objective: To compare inter-eye differences (IEDs) in macular optical coherence tomography (OCT) and OCT angiography (OCTA) measures in MS patients with a history of unilateral ON (MS ON) vs. MS patients with no history of ON (MS non-ON), and to assess how these measures correlate with visual function outcomes after ON. Methods: In this cross-sectional study, people with MS underwent OCT and OCTA. Superficial vascular plexus (SVP) density of each eye was quantified using a deep neural network. IEDs were calculated with respect to the ON eye in MS ON patients, and with respect to the right eye in MS non-ON patients. Statistical analyses used mixed-effect regression models accounting for intra-subject correlations. Results: We included 43 MS ON patients (with 92 discrete OCT/OCTA visits) and 14 MS non-ON patients (with 24 OCT/OCTA visits). Across the cohorts, mean IED in SVP density was −2.69% (SD 3.23) in MS ON patients, as compared to 0.17% (SD 2.39) in MS non-ON patients (p = 0.002). When the MS ON patients were further stratified according to time from ON and compared to MS non-ON patients with multiple cross-sectional analyses, we identified that IED in SVP density was significantly increased in MS ON patients at 1–3 years (p = < 0.001) and >3 years post-ON (p < 0.001), but not at <3 months (p = 0.21) or 3–12 months post-ON (p = 0.07), while IED in ganglion cell + inner plexiform layer (GCIPL) thickness was significantly increased in MS ON patients at all time points post-ON (p ≦ 0.01 for all). IED in SVP density and IED in GCIPL thickness demonstrated significant relationships with IEDs in 100% contrast, 2.5% contrast, and 1.25% contrast letter acuity in MS ON patients (p < 0.001 for all). Conclusions: Our findings suggest that increased IED in SVP density can be detected after ON in MS using OCTA, and detectable changes in SVP density after ON may occur after changes in GCIPL thickness. IED in SVP density and IED in GCIPL thickness correlate well with visual function outcomes in MS ON patients.
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Affiliation(s)
- Olwen C Murphy
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Grigorios Kalaitzidis
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Eleni Vasileiou
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Angeliki G Filippatou
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Jeffrey Lambe
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Henrik Ehrhardt
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Nicole Pellegrini
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Elias S Sotirchos
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Nicholas J Luciano
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Yihao Liu
- Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, MD, United States
| | - Kathryn C Fitzgerald
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Jerry L Prince
- Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, MD, United States
| | - Peter A Calabresi
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
| | - Shiv Saidha
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, United States
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15
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Factors Associated with Changes in Retinal Layers Following Acute Optic Neuritis: A Longitudinal Study Using Optical Coherence Tomography. J Clin Med 2020; 9:jcm9123857. [PMID: 33260991 PMCID: PMC7760276 DOI: 10.3390/jcm9123857] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 11/13/2020] [Accepted: 11/18/2020] [Indexed: 11/16/2022] Open
Abstract
This study aimed to analyze longitudinal changes in retinal microstructures following acute optic neuritis and to identify the factors that affect those changes using spectral-domain optical coherence tomography (OCT). Forty-eight eyes of 37 patients with a first episode of optic neuritis and 48 eyes of 48 healthy controls were enrolled. Patients underwent serial OCT and visual function testing for more than six months. Individual layers from macular OCT were segmented with an automated algorithm. The total retinal layer (TRL), nerve fiber layer (NFL), ganglion cell layer (GCL) and inner plexiform layer (IPL) of optic neuritis eyes showed significant thinning with time over 6–15 months (p < 0.001 for all). The outer nuclear layer (ONL) showed a later decrease in thickness (p = 0.007). The outer retinal layer (ORL) showed an increase (p = 0.007) in thickness at two to five months which was sustained over time. Low visual acuity and neuromyelitis optica (NMO) immunoglobulin (Ig) G were associated with changes in the thickness of the GCL, IPL, and ONL over time (p < 0.05 for all). Low visual acuity was also associated with changes in the thickness of the NFL over time (p = 0.033). Dynamic changes of retinal microstructures varied according to the retinal layer examined after an optic neuritis attack. Initial visual acuity and NMO-IgG were found to be significant factors affecting the changes in thickness of each retinal layer. These results will lead to a better understanding of the pathologic changes that occur in eyes with optic neuritis.
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16
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Andorrà M, Alba-Arbalat S, Camos-Carreras A, Gabilondo I, Fraga-Pumar E, Torres-Torres R, Pulido-Valdeolivas I, Tercero-Uribe AI, Guerrero-Zamora AM, Ortiz-Perez S, Zubizarreta I, Sola-Valls N, Llufriu S, Sepulveda M, Martinez-Hernandez E, Armangue T, Blanco Y, Villoslada P, Sanchez-Dalmau B, Saiz A, Martinez-Lapiscina EH. Using Acute Optic Neuritis Trials to Assess Neuroprotective and Remyelinating Therapies in Multiple Sclerosis. JAMA Neurol 2020; 77:234-244. [PMID: 31566686 DOI: 10.1001/jamaneurol.2019.3283] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Importance Neuroprotective and remyelinating therapies are required for multiple sclerosis (MS), and acute optic neuritis (AON) is a potential condition to evaluate such treatments. Objective To comprehensively assess key biological and methodological aspects of AON trials for testing neuroprotection and remyelination in MS. Design, Setting, and Participants The AON-VisualPath prospective cohort study was conducted from February 2011 to November 2018 at the Hospital Clinic of University of Barcelona, Barcelona, Spain. Consecutive patients with AON were prospectively enrolled in the cohort and followed up for 18 months. Data analyses occurred from November 2018 to February 2019. Exposures Participants were followed up for 18 months using optical coherence tomography, visual acuity tests, and in a subset of 25 participants, multifocal visual evoked potentials. Main Outcomes and Measures Dynamic models of retinal changes and nerve conduction and their associations with visual end points; and eligibility criteria, stratification, and sample-size estimation for future trials. Results A total of 60 patients (50 women [83%]; median age, 34 years) with AON were included. The patients studied displayed early and intense inner retinal thinning, with a thinning rate of approximately 2.38 μm per week in the ganglion cell plus inner plexiform layer (GCIPL) during the first 4 weeks. Eyes with AON displayed a 6-month change in latency of about 20 milliseconds, while the expected change in the eyes of healthy participants by random variability was 0.13 (95% CI, -0.80 to 1.06) milliseconds. The strongest associations with visual end points were for the 6-month intereye difference in 2.5% low-contrast letter acuity, which was correlated with the peripapillary retinal nerve fiber layer thinning (adjusted R2, 0.57), GCIPL thinning (adjusted R2, 0.50), and changes in mfVEP latency (adjusted R2, 0.26). A 5-letter increment in high-contrast visual acuity at presentation (but not sex or age) was associated with 6-month retinal thinning (1.41 [95% CI, 0.60-2.23] μm less peripapillary retinal nerve fiber layer thinning thinning; P = .001; adjusted R2, 0.20; 0.86 [95% CI, 0.35-1.37] μm less GCIPL thinning; P = .001; adjusted R2, 0.19) but not any change in multifocal visual evoked potential latency. To demonstrate 50% efficacy in GCIPL thinning or change in multifocal visual evoked potential latency, a 6-month, 2-arm, parallel-group trial would need 37 or 50 participants per group to test a neuroprotective or remyelinating drug, respectively (power, 80%; α, .05). Conclusions and Relevance Acute optic neuritis is a suitable condition to test neuroprotective and remyelinating therapies after acute inflammation, providing sensitive markers to assess the effects on both processes and prospective visual recovery within a manageable timeframe and with a relatively small sample size.
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Affiliation(s)
- Magí Andorrà
- Center of Neuroimmunology, Service of Neurology, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer, University of Barcelona, Barcelona, Spain
| | - Salut Alba-Arbalat
- Center of Neuroimmunology, Service of Neurology, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer, University of Barcelona, Barcelona, Spain
| | - Anna Camos-Carreras
- Service of Ophthalmology, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer, University of Barcelona, Barcelona, Spain
| | - Iñigo Gabilondo
- Neurodegenerative Diseases Group, Biocruces-Bizkaia Health Research Institute, Barakaldo, Spain.,Ikerbasque: The Basque Foundation for Science, Bilbao, Spain
| | - Elena Fraga-Pumar
- Service of Ophthalmology, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer, University of Barcelona, Barcelona, Spain
| | | | - Irene Pulido-Valdeolivas
- Center of Neuroimmunology, Service of Neurology, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer, University of Barcelona, Barcelona, Spain
| | - Ana I Tercero-Uribe
- Center of Neuroimmunology, Service of Neurology, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer, University of Barcelona, Barcelona, Spain
| | - Ana M Guerrero-Zamora
- Center of Neuroimmunology, Service of Neurology, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer, University of Barcelona, Barcelona, Spain
| | - Santiago Ortiz-Perez
- Service of Ophthalmology, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer, University of Barcelona, Barcelona, Spain
| | - Irati Zubizarreta
- Center of Neuroimmunology, Service of Neurology, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer, University of Barcelona, Barcelona, Spain
| | - Nuria Sola-Valls
- Center of Neuroimmunology, Service of Neurology, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer, University of Barcelona, Barcelona, Spain
| | - Sara Llufriu
- Center of Neuroimmunology, Service of Neurology, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer, University of Barcelona, Barcelona, Spain
| | - Maria Sepulveda
- Center of Neuroimmunology, Service of Neurology, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer, University of Barcelona, Barcelona, Spain
| | - Eugenia Martinez-Hernandez
- Center of Neuroimmunology, Service of Neurology, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer, University of Barcelona, Barcelona, Spain
| | - Thais Armangue
- Center of Neuroimmunology, Service of Neurology, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer, University of Barcelona, Barcelona, Spain
| | - Yolanda Blanco
- Center of Neuroimmunology, Service of Neurology, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer, University of Barcelona, Barcelona, Spain
| | - Pablo Villoslada
- Center of Neuroimmunology, Service of Neurology, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer, University of Barcelona, Barcelona, Spain
| | - Bernardo Sanchez-Dalmau
- Service of Ophthalmology, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer, University of Barcelona, Barcelona, Spain
| | - Albert Saiz
- Center of Neuroimmunology, Service of Neurology, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer, University of Barcelona, Barcelona, Spain
| | - Elena H Martinez-Lapiscina
- Center of Neuroimmunology, Service of Neurology, Hospital Clinic of Barcelona, Institut d'Investigacions Biomèdiques August Pi Sunyer, University of Barcelona, Barcelona, Spain
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Optical Coherence Tomography in Neuromyelitis Optica spectrum disorder and Multiple Sclerosis: A population-based study. Mult Scler Relat Disord 2020; 47:102625. [PMID: 33227631 DOI: 10.1016/j.msard.2020.102625] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 11/08/2020] [Accepted: 11/09/2020] [Indexed: 11/22/2022]
Abstract
BACKGROUND The aim of this study was to identify and compare the characteristics of retinal nerve layers using spectral domain-optical coherence tomography (SD-OCT) in neuromyelitis optica spectrum disorder (NMOSD), relapsing-remitting multiple sclerosis (RRMS) and healthy controls (HCs). METHODS It is a cross-sectional population-based study in Isfahan, Iran. We enrolled 98 participants including 45 NMOSD patients (90 eyes), 35 RRMS patients (70 eyes) and 18 HCs (36 eyes). Evaluation criteria were thickness of different sectors in peripapillary retinal nerve fiber layer (pRNFL) and intra-retinal layers around the macula. History of previous optic neuritis (ON) was obtained through chart review and medical record. RESULTS Without considering ON, total macular, ganglion cell layer (GCL) and pRNFL were significantly thinner in both groups of patients compared to HCs. On macular examination, GCL and total macular thickness were significantly thinner than HCs in all NMOSD and RRMS eyes with and without history of ON. While there was no significant difference between MS-ON and MS without a history of ON in the macular measures, the reduction in total macular and GCL thickness was significantly greater in NMOSD-ON compared to NMOSD without a history of ON. Also in NMOSD-ON eyes, the RNFL, GCL, IPL and GCIPL layers were significantly thinner than that of MS-ON. On the other hand, the pRNFL study showed significant thinning of all quadrants in the RRMS and NMOSD groups relative to HCs. While the decrease of pRNFL thickness in the eyes of NMOSD-ON and MS with and without a previous history of ON was significantly greater than that of HCs, no difference was observed between NMOSD without ON and HCs. In addition, in NMOSD patients, pRNFL was significantly thinner in eyes with history of ON compared to non ON-eyes. Furthermore, in patients with a history of ON, reduction in all sectors of pRNFl (except in T) was significantly greater in NMOSD compared to MS patients. CONCLUSION Our findings showed that although macular and retinal damage occurred in both NMOSD and RRMS patients without significant differences, the severity of injury in eyes with history of ON was significantly higher in NMOSD compared to MS patients, that could be considered as a marker to distinguish them. In addition, our results confirmed the absence of subclinical optic nerve involvement in NMOSD unlike MS patients.
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18
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Ziccardi L, Barbano L, Boffa L, Albanese M, Grzybowski A, Centonze D, Parisi V. Morphological Outer Retina Findings in Multiple Sclerosis Patients With or Without Optic Neuritis. Front Neurol 2020; 11:858. [PMID: 33041959 PMCID: PMC7522220 DOI: 10.3389/fneur.2020.00858] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Accepted: 07/07/2020] [Indexed: 11/13/2022] Open
Abstract
Purpose: To investigate on the morphology of the macular inner (IR) and outer (OR) layers in multiple sclerosis (MS) patients with and without history of optic neuritis (ON), followed by good or poor recovery of best corrected visual acuity (BCVA). Methods: Thirty-five normal control subjects and 93 relapsing remitting MS patients were enrolled. Of this, 40 MS patients without ON (MS-noON, 40 eyes), 27 with history of ON and good BCVA recovery (MS-ON-G, 27 eyes), and 26 with history of ON and poor BCVA recovery (MS-ON-P, 26 eyes) were studied. Controls and MS patients underwent an extensive ophthalmological examination including spectral-domain optical coherence tomography evaluating in 3 localized macular areas (0-1 mm, Area 1; 1-3 mm, Area 2; 3- 6 mm, Area 3), volumes (MV), and thicknesses (MT) of the whole retina (WR), further segmented in IR and OR. The differences of MV and MT between the groups were tested by ANOVA. In the MS-ON-P group, the correlations between MV and MT and BCVA were evaluated by Pearson's test. Results: When compared to controls, the MS-noON group showed not significantly (p > 0.01) different MVs, whereas MTs were significantly (p < 0.01) reduced in the evaluation of WR and IR. In the MS-ON-G group, a significant (p < 0.01) reduction of WR and IR MVs and MTs was found in Areas 2 and 3; OR MVs and MTs were similar (p > 0.01) to controls. In the MS-ON-P group a significant (p < 0.01) reduction of WR, IR, and OR MVs and MTs was detected in all areas; the BCVA reduction was significantly (p < 0.01) correlated with WR and IR MVs and MTs. Conclusions: In MS without history of ON or when ON is followed by a good BCVA recovery, the neurodegenerative process is limited to IR macular layers; in the presence of ON, with a poor BCVA recovery, a morphological impairment of both IR and OR macular layers occurs.
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Affiliation(s)
- Lucia Ziccardi
- Istituto di Ricovero e Cura a Carattere Scientifico - Fondazione Bietti, Rome, Italy
| | - Lucilla Barbano
- Istituto di Ricovero e Cura a Carattere Scientifico - Fondazione Bietti, Rome, Italy
| | - Laura Boffa
- Unit of Neurology, Department of Systems Medicine, Tor Vergata University, Rome, Italy
| | - Maria Albanese
- Unit of Neurology, Department of Systems Medicine, Tor Vergata University, Rome, Italy
| | - Andrzej Grzybowski
- Department of Ophthalmology, University of Warmia and Mazury, Olsztyn, Poland.,Institute for Research in Ophthalmology, Foundation for Ophthalmology Development, Poznan, Poland
| | - Diego Centonze
- Unit of Neurology, Department of Systems Medicine, Tor Vergata University, Rome, Italy.,Istituto di Ricovero e Cura a Carattere Scientifico Neuromed - Unit of Neurology and Neurorehabilitation, Pozzilli, Italy
| | - Vincenzo Parisi
- Istituto di Ricovero e Cura a Carattere Scientifico - Fondazione Bietti, Rome, Italy
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19
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Tavazzi E, Jakimovski D, Kuhle J, Hagemeier J, Ozel O, Ramanathan M, Barro C, Bergsland N, Tomic D, Kropshofer H, Leppert D, Michalak Z, Lincoff N, Dwyer MG, Benedict RHB, Weinstock-Guttman B, Zivadinov R. Serum neurofilament light chain and optical coherence tomography measures in MS: A longitudinal study. NEUROLOGY-NEUROIMMUNOLOGY & NEUROINFLAMMATION 2020; 7:7/4/e737. [PMID: 32424064 PMCID: PMC7251512 DOI: 10.1212/nxi.0000000000000737] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Accepted: 04/09/2020] [Indexed: 12/18/2022]
Abstract
OBJECTIVE To study the association between serum neurofilament light chain (sNfL) and multiple optical coherence tomography (OCT) measures in patients with MS and healthy controls (HCs). METHODS In this prospective study, 110 patients with MS were recruited, together with 52 age- and sex-matched HCs. Clinical evaluation and spectral domain OCT and sNfL were obtained at baseline and after 5.5 years of follow-up. Nested linear mixed models were used to assess differences between MS vs HC and associations between sNfL and OCT measures. Partial correlation coefficients are reported, and p values were adjusted for the false discovery rate. RESULTS At baseline, peripapillary retinal nerve fiber layer thickness (pRNFLT) and macular ganglion cell and inner plexiform layer thickness (mGCIP) were significantly lower in MS than HC both in MS-associated optic neuritis (MSON) (p = 0.007, p = 0.001) and nonaffected MSON (n-MSON) eyes (p = 0.003, p = 0.018), along with total macular volume (TMV) in n-MSON eyes (p = 0.011). At follow-up, MS showed significantly lower pRNFLT, mGCIP, and TMV both in MSON and n-MSON eyes (p < 0.001) compared with HC. In MS n-MSON eyes, sNfL was significantly associated with baseline pRNFLT and mGCIP (q = 0.019). No significant associations were found in MSON eyes. CONCLUSIONS This study confirms the ability of sNfL to detect neurodegeneration in MS and advocates for the inclusion of sNfL and OCT measures in clinical trials. CLASSIFICATION OF EVIDENCE This study provides Class III evidence that sNfL levels were associated with MS neurodegeneration measured by OCT.
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Affiliation(s)
- Eleonora Tavazzi
- From the Buffalo Neuroimaging Analysis Center (E.T., D.J., J.H., O.O., N.B., M.G.D., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; IRCCS (N.B.), Fondazione Don Carlo Gnocchi, Milan, Italy; Neurologic Clinic and Policlinic (J.K., C.B., Z.M., N.L.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Switzerland; Department of Pharmaceutical Sciences (M.R.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; Novartis Pharma AG (D.T., H.K., D.L.), Basel, Switzerland; Jacobs MS Center (R.H.B.B., B.W.-G.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, and Center for Biomedical Imaging at Clinical Translational Science Institute (R.Z.), University at Buffalo, State University of New York
| | - Dejan Jakimovski
- From the Buffalo Neuroimaging Analysis Center (E.T., D.J., J.H., O.O., N.B., M.G.D., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; IRCCS (N.B.), Fondazione Don Carlo Gnocchi, Milan, Italy; Neurologic Clinic and Policlinic (J.K., C.B., Z.M., N.L.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Switzerland; Department of Pharmaceutical Sciences (M.R.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; Novartis Pharma AG (D.T., H.K., D.L.), Basel, Switzerland; Jacobs MS Center (R.H.B.B., B.W.-G.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, and Center for Biomedical Imaging at Clinical Translational Science Institute (R.Z.), University at Buffalo, State University of New York
| | - Jens Kuhle
- From the Buffalo Neuroimaging Analysis Center (E.T., D.J., J.H., O.O., N.B., M.G.D., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; IRCCS (N.B.), Fondazione Don Carlo Gnocchi, Milan, Italy; Neurologic Clinic and Policlinic (J.K., C.B., Z.M., N.L.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Switzerland; Department of Pharmaceutical Sciences (M.R.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; Novartis Pharma AG (D.T., H.K., D.L.), Basel, Switzerland; Jacobs MS Center (R.H.B.B., B.W.-G.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, and Center for Biomedical Imaging at Clinical Translational Science Institute (R.Z.), University at Buffalo, State University of New York
| | - Jesper Hagemeier
- From the Buffalo Neuroimaging Analysis Center (E.T., D.J., J.H., O.O., N.B., M.G.D., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; IRCCS (N.B.), Fondazione Don Carlo Gnocchi, Milan, Italy; Neurologic Clinic and Policlinic (J.K., C.B., Z.M., N.L.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Switzerland; Department of Pharmaceutical Sciences (M.R.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; Novartis Pharma AG (D.T., H.K., D.L.), Basel, Switzerland; Jacobs MS Center (R.H.B.B., B.W.-G.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, and Center for Biomedical Imaging at Clinical Translational Science Institute (R.Z.), University at Buffalo, State University of New York
| | - Osman Ozel
- From the Buffalo Neuroimaging Analysis Center (E.T., D.J., J.H., O.O., N.B., M.G.D., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; IRCCS (N.B.), Fondazione Don Carlo Gnocchi, Milan, Italy; Neurologic Clinic and Policlinic (J.K., C.B., Z.M., N.L.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Switzerland; Department of Pharmaceutical Sciences (M.R.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; Novartis Pharma AG (D.T., H.K., D.L.), Basel, Switzerland; Jacobs MS Center (R.H.B.B., B.W.-G.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, and Center for Biomedical Imaging at Clinical Translational Science Institute (R.Z.), University at Buffalo, State University of New York
| | - Murali Ramanathan
- From the Buffalo Neuroimaging Analysis Center (E.T., D.J., J.H., O.O., N.B., M.G.D., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; IRCCS (N.B.), Fondazione Don Carlo Gnocchi, Milan, Italy; Neurologic Clinic and Policlinic (J.K., C.B., Z.M., N.L.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Switzerland; Department of Pharmaceutical Sciences (M.R.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; Novartis Pharma AG (D.T., H.K., D.L.), Basel, Switzerland; Jacobs MS Center (R.H.B.B., B.W.-G.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, and Center for Biomedical Imaging at Clinical Translational Science Institute (R.Z.), University at Buffalo, State University of New York
| | - Christian Barro
- From the Buffalo Neuroimaging Analysis Center (E.T., D.J., J.H., O.O., N.B., M.G.D., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; IRCCS (N.B.), Fondazione Don Carlo Gnocchi, Milan, Italy; Neurologic Clinic and Policlinic (J.K., C.B., Z.M., N.L.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Switzerland; Department of Pharmaceutical Sciences (M.R.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; Novartis Pharma AG (D.T., H.K., D.L.), Basel, Switzerland; Jacobs MS Center (R.H.B.B., B.W.-G.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, and Center for Biomedical Imaging at Clinical Translational Science Institute (R.Z.), University at Buffalo, State University of New York
| | - Niels Bergsland
- From the Buffalo Neuroimaging Analysis Center (E.T., D.J., J.H., O.O., N.B., M.G.D., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; IRCCS (N.B.), Fondazione Don Carlo Gnocchi, Milan, Italy; Neurologic Clinic and Policlinic (J.K., C.B., Z.M., N.L.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Switzerland; Department of Pharmaceutical Sciences (M.R.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; Novartis Pharma AG (D.T., H.K., D.L.), Basel, Switzerland; Jacobs MS Center (R.H.B.B., B.W.-G.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, and Center for Biomedical Imaging at Clinical Translational Science Institute (R.Z.), University at Buffalo, State University of New York
| | - Davorka Tomic
- From the Buffalo Neuroimaging Analysis Center (E.T., D.J., J.H., O.O., N.B., M.G.D., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; IRCCS (N.B.), Fondazione Don Carlo Gnocchi, Milan, Italy; Neurologic Clinic and Policlinic (J.K., C.B., Z.M., N.L.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Switzerland; Department of Pharmaceutical Sciences (M.R.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; Novartis Pharma AG (D.T., H.K., D.L.), Basel, Switzerland; Jacobs MS Center (R.H.B.B., B.W.-G.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, and Center for Biomedical Imaging at Clinical Translational Science Institute (R.Z.), University at Buffalo, State University of New York
| | - Harald Kropshofer
- From the Buffalo Neuroimaging Analysis Center (E.T., D.J., J.H., O.O., N.B., M.G.D., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; IRCCS (N.B.), Fondazione Don Carlo Gnocchi, Milan, Italy; Neurologic Clinic and Policlinic (J.K., C.B., Z.M., N.L.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Switzerland; Department of Pharmaceutical Sciences (M.R.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; Novartis Pharma AG (D.T., H.K., D.L.), Basel, Switzerland; Jacobs MS Center (R.H.B.B., B.W.-G.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, and Center for Biomedical Imaging at Clinical Translational Science Institute (R.Z.), University at Buffalo, State University of New York
| | - David Leppert
- From the Buffalo Neuroimaging Analysis Center (E.T., D.J., J.H., O.O., N.B., M.G.D., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; IRCCS (N.B.), Fondazione Don Carlo Gnocchi, Milan, Italy; Neurologic Clinic and Policlinic (J.K., C.B., Z.M., N.L.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Switzerland; Department of Pharmaceutical Sciences (M.R.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; Novartis Pharma AG (D.T., H.K., D.L.), Basel, Switzerland; Jacobs MS Center (R.H.B.B., B.W.-G.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, and Center for Biomedical Imaging at Clinical Translational Science Institute (R.Z.), University at Buffalo, State University of New York
| | - Zuzanna Michalak
- From the Buffalo Neuroimaging Analysis Center (E.T., D.J., J.H., O.O., N.B., M.G.D., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; IRCCS (N.B.), Fondazione Don Carlo Gnocchi, Milan, Italy; Neurologic Clinic and Policlinic (J.K., C.B., Z.M., N.L.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Switzerland; Department of Pharmaceutical Sciences (M.R.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; Novartis Pharma AG (D.T., H.K., D.L.), Basel, Switzerland; Jacobs MS Center (R.H.B.B., B.W.-G.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, and Center for Biomedical Imaging at Clinical Translational Science Institute (R.Z.), University at Buffalo, State University of New York
| | - Norah Lincoff
- From the Buffalo Neuroimaging Analysis Center (E.T., D.J., J.H., O.O., N.B., M.G.D., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; IRCCS (N.B.), Fondazione Don Carlo Gnocchi, Milan, Italy; Neurologic Clinic and Policlinic (J.K., C.B., Z.M., N.L.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Switzerland; Department of Pharmaceutical Sciences (M.R.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; Novartis Pharma AG (D.T., H.K., D.L.), Basel, Switzerland; Jacobs MS Center (R.H.B.B., B.W.-G.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, and Center for Biomedical Imaging at Clinical Translational Science Institute (R.Z.), University at Buffalo, State University of New York
| | - Michael G Dwyer
- From the Buffalo Neuroimaging Analysis Center (E.T., D.J., J.H., O.O., N.B., M.G.D., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; IRCCS (N.B.), Fondazione Don Carlo Gnocchi, Milan, Italy; Neurologic Clinic and Policlinic (J.K., C.B., Z.M., N.L.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Switzerland; Department of Pharmaceutical Sciences (M.R.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; Novartis Pharma AG (D.T., H.K., D.L.), Basel, Switzerland; Jacobs MS Center (R.H.B.B., B.W.-G.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, and Center for Biomedical Imaging at Clinical Translational Science Institute (R.Z.), University at Buffalo, State University of New York
| | - Ralph H B Benedict
- From the Buffalo Neuroimaging Analysis Center (E.T., D.J., J.H., O.O., N.B., M.G.D., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; IRCCS (N.B.), Fondazione Don Carlo Gnocchi, Milan, Italy; Neurologic Clinic and Policlinic (J.K., C.B., Z.M., N.L.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Switzerland; Department of Pharmaceutical Sciences (M.R.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; Novartis Pharma AG (D.T., H.K., D.L.), Basel, Switzerland; Jacobs MS Center (R.H.B.B., B.W.-G.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, and Center for Biomedical Imaging at Clinical Translational Science Institute (R.Z.), University at Buffalo, State University of New York
| | - Bianca Weinstock-Guttman
- From the Buffalo Neuroimaging Analysis Center (E.T., D.J., J.H., O.O., N.B., M.G.D., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; IRCCS (N.B.), Fondazione Don Carlo Gnocchi, Milan, Italy; Neurologic Clinic and Policlinic (J.K., C.B., Z.M., N.L.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Switzerland; Department of Pharmaceutical Sciences (M.R.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; Novartis Pharma AG (D.T., H.K., D.L.), Basel, Switzerland; Jacobs MS Center (R.H.B.B., B.W.-G.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, and Center for Biomedical Imaging at Clinical Translational Science Institute (R.Z.), University at Buffalo, State University of New York
| | - Robert Zivadinov
- From the Buffalo Neuroimaging Analysis Center (E.T., D.J., J.H., O.O., N.B., M.G.D., R.Z.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; IRCCS (N.B.), Fondazione Don Carlo Gnocchi, Milan, Italy; Neurologic Clinic and Policlinic (J.K., C.B., Z.M., N.L.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Switzerland; Department of Pharmaceutical Sciences (M.R.), Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York; Novartis Pharma AG (D.T., H.K., D.L.), Basel, Switzerland; Jacobs MS Center (R.H.B.B., B.W.-G.), Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, and Center for Biomedical Imaging at Clinical Translational Science Institute (R.Z.), University at Buffalo, State University of New York.
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20
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Lee G, Park K, Son G, Kong D, Oh SY. Optical coherence tomography analysis of inner and outer retinal layers in eyes with chiasmal compression caused by suprasellar tumours. Acta Ophthalmol 2020; 98:e373-e380. [PMID: 31602819 DOI: 10.1111/aos.14271] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Accepted: 09/14/2019] [Indexed: 01/02/2023]
Abstract
PURPOSE To compare postoperative macular thickness measurements of inner and outer retinal layers in eyes of patients with chiasmal compression with or without visual field (VF) recovery and healthy controls using optical coherence tomography (OCT). METHODS Macular spectral-domain OCT has been used for the auto-segmentation of images obtained from 100 eyes affected with chiasmal compression compared with 100 healthy controls enrolled in this study. We have divided eyes with chiasmal compression into two groups: group 1 characterized by VF recovery after tumour excision and group 2 showing partial or no recovery of VF. The thickness of the macular retinal nerve fibre layer (RNFL), ganglion cell layer (GCL), inner plexiform layer (IPL), inner nuclear layer (INL), outer plexiform layer (OPL), outer nuclear layer (ONL), photoreceptor layer (PRL), inner retinal layer (IRL) and outer retinal layer (ORL) was segmented. The correlation between macular RNFL (mRNFL) and functional parameters has been analysed. RESULTS Both groups 1 and 2 showed significant thinning of RNFL, GCL, IPL and IRL in all quadrants. However, no significant changes have been detected in PRL and ORL of patients in either group compared with healthy controls. A significant thickening was detected in INL and ONL of group 2 compared with healthy controls and group 1. Postoperative mRNFL thickness is significantly correlated with VF defects and visual acuity except temporal quadrant. CONCLUSIONS Eyes with chiasmal compression showed thinning of the inner retinal layers with thickening of the INL and ONL in patients with partial to no recovery of VF. The changes in retinal microstructures are well-correlated with functional recovery. Further studies are needed to reveal the clinical implications of these findings in patients with chiasmal compression.
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Affiliation(s)
- Ga‐In Lee
- Department of Ophthalmology Samsung Medical Center Sungkyunkwan University School of Medicine Seoul Korea
| | - Kyung‐Ah Park
- Department of Ophthalmology Samsung Medical Center Sungkyunkwan University School of Medicine Seoul Korea
| | - Giyoung Son
- Department of Ophthalmology Samsung Medical Center Sungkyunkwan University School of Medicine Seoul Korea
| | - Doo‐Sik Kong
- Department of Neurosurgery Endoscopic Skull Base Surgery Clinic Brain Tumor Center Samsung Medical Center Sungkyunkwan University School of Medicine Seoul Korea
| | - Sei Yeul Oh
- Department of Ophthalmology Samsung Medical Center Sungkyunkwan University School of Medicine Seoul Korea
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21
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Sotirchos ES, Gonzalez Caldito N, Filippatou A, Fitzgerald KC, Murphy OC, Lambe J, Nguyen J, Button J, Ogbuokiri E, Crainiceanu CM, Prince JL, Calabresi PA, Saidha S. Progressive Multiple Sclerosis Is Associated with Faster and Specific Retinal Layer Atrophy. Ann Neurol 2020; 87:885-896. [PMID: 32285484 DOI: 10.1002/ana.25738] [Citation(s) in RCA: 55] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Revised: 03/30/2020] [Accepted: 04/01/2020] [Indexed: 12/29/2022]
Abstract
OBJECTIVE Therapeutic development in progressive multiple sclerosis (PMS) has been hampered by a lack of reliable biomarkers to monitor neurodegeneration. Optical coherence tomography (OCT)-derived retinal measures have been proposed as promising biomarkers to fulfill this role. However, it is unclear whether retinal atrophy persists in PMS, exceeds normal aging, or can be distinguished from relapsing-remitting multiple sclerosis (RRMS). METHODS 178 RRMS, 186 PMS, and 66 control participants were followed with serial OCT for a median follow-up of 3.7 years. RESULTS The estimated proportion of peripapillary retinal nerve fiber layer (pRNFL) and macular ganglion cell + inner plexiform layer (GCIPL) thinning in multiple sclerosis (MS) attributable to normal aging increased from 42.7% and 16.7% respectively at age 25 years, to 83.7% and 81.1% at age 65 years. However, independent of age, PMS was associated with faster pRNFL (-0.34 ± 0.09%/yr, p < 0.001) and GCIPL (-0.27 ± 0.07%/yr, p < 0.001) thinning, as compared to RRMS. In both MS and controls, higher baseline age was associated with faster inner nuclear layer (INL) and outer nuclear layer (ONL) thinning. INL and ONL thinning were independently faster in PMS, as compared to controls (INL:-0.09 ± 0.04%/yr, p = 0.03; ONL:-0.12 ± 0.06%/yr, p = 0.04), and RRMS (INL:-0.10 ± 0.04%/yr, p = 0.01; ONL:-0.13 ± 0.05%/yr, p = 0.01), whereas they were similar in RRMS and controls. Unlike RRMS, disease-modifying therapies (DMTs) did not impact rates of retinal layer atrophy in PMS. INTERPRETATION PMS is associated with faster retinal atrophy independent of age. INL and ONL measures may be novel biomarkers of neurodegeneration in PMS that appear to be unaffected by conventional DMTs. The effects of aging on rates of retinal layer atrophy should be considered in clinical trials incorporating OCT outcomes. ANN NEUROL 2020;87:885-896.
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Affiliation(s)
- Elias S Sotirchos
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Angeliki Filippatou
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kathryn C Fitzgerald
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Olwen C Murphy
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jeffrey Lambe
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - James Nguyen
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Julia Button
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Esther Ogbuokiri
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Jerry L Prince
- Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Peter A Calabresi
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Shiv Saidha
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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22
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Wicki CA, Manogaran P, Simic T, Hanson JVM, Schippling S. Bilateral retinal pathology following a first-ever clinical episode of autoimmune optic neuritis. NEUROLOGY-NEUROIMMUNOLOGY & NEUROINFLAMMATION 2020; 7:7/2/e671. [PMID: 31969471 PMCID: PMC7051214 DOI: 10.1212/nxi.0000000000000671] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Accepted: 12/16/2019] [Indexed: 12/19/2022]
Abstract
OBJECTIVE This longitudinal study aimed to assess changes in retinal structure and visual function following a first-ever episode of acute optic neuritis (ON). METHODS Clinical and optical coherence tomography (OCT) data obtained over a period of 12 months were retrospectively analyzed in 41 patients with a first-ever clinical episode of acute ON. OCT scans, high-contrast visual acuity (HCVA), and low-contrast visual acuity (LCVA) were acquired at baseline and at 1, 3, 6, and 12 months thereafter. Macular ganglion cell and inner plexiform layer (GCIP), peripapillary retinal nerve fiber layer (pRNFL), and macular inner nuclear layer (INL) thicknesses were assessed by OCT. Linear mixed-effects models were used to analyze OCT variables of ipsilateral ON and contralateral non-ON (NON) eyes over time. RESULTS The mean change of GCIP thickness in ON eyes was significant at all follow-up time points, with nearly 75% of the total reduction having occurred by month 1. In ON eyes, thinner GCIP thickness at month 1 correlated with lower LCVA at month 3. Mean pRNFL thickness in ON eyes differed significantly from NON eyes at all postbaseline time points. INL thickness was significantly increased in ON eyes (month 1) but also in contralateral NON eyes (month 12). CONCLUSIONS Retinal structural damage develops rapidly following acute ON and is associated with subsequent functional visual deficits. Our results also suggest bilateral retinal pathology following unilateral ON, possibly caused by subclinical involvement of the contralateral NON eyes. Moreover, our data may assist in clinical trial planning in studies targeting tissue damage in acute ON.
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Affiliation(s)
- Carla A Wicki
- From the Department of Health Sciences and Technology (C.A.W.), Swiss Federal Institute of Technology; Neuroimmunology and Multiple Sclerosis Research (C.A.W., P.M., T.S., J.V.M.H., S.S.), Department of Neurology, University Hospital Zurich and University of Zurich; Department of Information Technology and Electrical Engineering (P.M.), Swiss Federal Institute of Technology; and Department of Ophthalmology (J.V.M.H.), University Hospital Zurich and University of Zurich.
| | - Praveena Manogaran
- From the Department of Health Sciences and Technology (C.A.W.), Swiss Federal Institute of Technology; Neuroimmunology and Multiple Sclerosis Research (C.A.W., P.M., T.S., J.V.M.H., S.S.), Department of Neurology, University Hospital Zurich and University of Zurich; Department of Information Technology and Electrical Engineering (P.M.), Swiss Federal Institute of Technology; and Department of Ophthalmology (J.V.M.H.), University Hospital Zurich and University of Zurich
| | - Tanja Simic
- From the Department of Health Sciences and Technology (C.A.W.), Swiss Federal Institute of Technology; Neuroimmunology and Multiple Sclerosis Research (C.A.W., P.M., T.S., J.V.M.H., S.S.), Department of Neurology, University Hospital Zurich and University of Zurich; Department of Information Technology and Electrical Engineering (P.M.), Swiss Federal Institute of Technology; and Department of Ophthalmology (J.V.M.H.), University Hospital Zurich and University of Zurich
| | - James V M Hanson
- From the Department of Health Sciences and Technology (C.A.W.), Swiss Federal Institute of Technology; Neuroimmunology and Multiple Sclerosis Research (C.A.W., P.M., T.S., J.V.M.H., S.S.), Department of Neurology, University Hospital Zurich and University of Zurich; Department of Information Technology and Electrical Engineering (P.M.), Swiss Federal Institute of Technology; and Department of Ophthalmology (J.V.M.H.), University Hospital Zurich and University of Zurich
| | - Sven Schippling
- From the Department of Health Sciences and Technology (C.A.W.), Swiss Federal Institute of Technology; Neuroimmunology and Multiple Sclerosis Research (C.A.W., P.M., T.S., J.V.M.H., S.S.), Department of Neurology, University Hospital Zurich and University of Zurich; Department of Information Technology and Electrical Engineering (P.M.), Swiss Federal Institute of Technology; and Department of Ophthalmology (J.V.M.H.), University Hospital Zurich and University of Zurich
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23
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Fard MA, Golizadeh A, Yadegari S, Ghahvehchian H, Subramanian P, Ritch R. Photoreceptor outer nuclear layer thickness changes in optic neuritis follow up. Mult Scler Relat Disord 2019; 39:101905. [PMID: 31884384 DOI: 10.1016/j.msard.2019.101905] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2019] [Revised: 12/01/2019] [Accepted: 12/19/2019] [Indexed: 11/19/2022]
Abstract
BACKGROUND Ganglion cell inner plexiform (GCIP) layer thinning following acute optic neuritis (ON) is well-known. However, the onset of changes in the outer retinal layers needs further study. In this study, we determine longitudinal changes in retinal layer thickness in ON. METHODS Thirty ON patients underwent optical coherence tomography (OCT) and visual function testing at baseline, one month, and 6 months. RESULTS Mean GCIPL thickness decreased at one month relative to baseline from 63.6 ± 7.5 μm to 57.3 ± 6.8 µm in 3 mm ring (P < 0.001). There were no significant changes in GCIPL thickness between one and 6 months (P = 0.42). Outer nuclear layer (ONL) thickness in the 6 mm macular area increased from 58.9 ± 5.8 µm to 63.2 ± 6.8 μm at one month (P < 0.001) and then decreased at six month (58.8 ± 5.8 µm) relative to one month, reaching the baseline thickness. While GCIPL thinning at 1 month correlated with baseline visual acuity, change in the central ONL thickness from baseline to month 1 predicted visual outcome at month 6 (r = 0.6, P = 0.001). CONCLUSIONS Following ON, transient changes occur in the photoreceptor nuclei layer and then revert to baseline. This finding could predict 6 month visual acuity after ON.
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Affiliation(s)
| | - Alireza Golizadeh
- Farabi Eye Hospital, Tehran University of Medical science, Tehran, Iran
| | - Samira Yadegari
- Farabi Eye Hospital, Tehran University of Medical science, Tehran, Iran
| | | | - Prem Subramanian
- Department of Ophthalmology, Neurology, and Neurosurgery, University of Colorado, School of Medicine, Aurora, CO, USA
| | - Robert Ritch
- Einhorn Clinical Research Center, New York Eye and Ear Infirmary of Mount Sinai, New York, NY, USA
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Yap TE, Balendra SI, Almonte MT, Cordeiro MF. Retinal correlates of neurological disorders. Ther Adv Chronic Dis 2019; 10:2040622319882205. [PMID: 31832125 PMCID: PMC6887800 DOI: 10.1177/2040622319882205] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2018] [Accepted: 09/20/2019] [Indexed: 12/11/2022] Open
Abstract
Considering the retina as an extension of the brain provides a platform from which to study diseases of the nervous system. Taking advantage of the clear optical media of the eye and ever-increasing resolution of modern imaging techniques, retinal morphology can now be visualized at a cellular level in vivo. This has provided a multitude of possible biomarkers and investigative surrogates that may be used to identify, monitor and study diseases until now limited to the brain. In many neurodegenerative conditions, early diagnosis is often very challenging due to the lack of tests with high sensitivity and specificity, but, once made, opens the door to patients accessing the correct treatment that can potentially improve functional outcomes. Using retinal biomarkers in vivo as an additional diagnostic tool may help overcome the need for invasive tests and histological specimens, and offers the opportunity to longitudinally monitor individuals over time. This review aims to summarise retinal biomarkers associated with a range of neurological conditions including Alzheimer’s disease (AD), Parkinson’s disease (PD), multiple sclerosis (MS), amyotrophic lateral sclerosis (ALS) and prion diseases from a clinical perspective. By comparing their similarities and differences according to primary pathological processes, we hope to show how retinal correlates can aid clinical decisions, and accelerate the study of this rapidly developing area of research.
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Affiliation(s)
- Timothy E Yap
- The Western Eye Hospital, Imperial College Healthcare NHS Trust (ICHNT), London, UK
| | - Shiama I Balendra
- Glaucoma and Retinal Neurodegeneration Group, Department of Visual Neuroscience, UCL Institute of Ophthalmology, London, UK
| | - Melanie T Almonte
- The Imperial College Ophthalmic Research Group (ICORG), Imperial College London, UK
| | - M Francesca Cordeiro
- The Western Eye Hospital, Imperial College Healthcare NHS Trust (ICHNT), London, NW1 5QH, UK
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25
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Chisari CG, Toro MD, Cimino V, Rejdak R, Luca M, Rapisarda L, Avitabile T, Posarelli C, Rejdak K, Reibaldi M, Zappia M, Patti F. Retinal Nerve Fiber Layer Thickness and Higher Relapse Frequency May Predict Poor Recovery after Optic Neuritis in MS Patients. J Clin Med 2019; 8:jcm8112022. [PMID: 31752357 PMCID: PMC6912390 DOI: 10.3390/jcm8112022] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Revised: 11/15/2019] [Accepted: 11/16/2019] [Indexed: 12/16/2022] Open
Abstract
Optic neuritis (ON) is a common manifestation of multiple sclerosis (MS). Aiming to evaluate the retinal nerve fiber layer (RNFL) with optical coherence tomography (OCT), patients with relapsing-remitting (RR) MS experiencing ON were consecutively enrolled. RNFL, ganglion cell layer (GCL), foveal thickness, and macular volume were evaluated in both the ON and unaffected (nON) eye within six days from the relapse onset (T0) and after six months (T1). Ninety patients were enrolled. At T0, ON eyes showed a significantly increased RNFL when compared to the nON eyes (129.1 ± 19.5 vs. 100.5 ± 10.1, p < 0.001). At T1 versus T0, the ON eyes showed a thinner RNFL (129.1 ± 19.5 vs. 91.6 ± 20.2, p < 0.001) and a significantly decreased GCL (80.4 ± 8.8 vs. 73.8 ± 11.6; p < 0.005). No differences were found in the nON group in retinal parameters between T0 and T1. A multivariate logistic regression analysis showed that a higher number of relapses (not ON) and a greater swelling of RNFL at T0 were associated with poor recovery. The assessment of RNFL through OCT during and after ON could be used to predict persistent visual disability.
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Affiliation(s)
- Clara Grazia Chisari
- Department “GF. Ingrassia”; section of Neurosciences. University of Catania, 95123 Catania, Italy; (C.G.C.); (M.L.); (L.R.); (M.Z.); (F.P.)
| | - Mario Damiano Toro
- Department of General Ophthalmology, Medical University of Lublin, 20079 Lublin, Poland;
- Eye Clinic, University of Catania, 95123 Catania, Italy; (T.A.); (M.R.)
- Correspondence: ; Tel.: +48-608047052; Fax: +48-815326149
| | - Vincenzo Cimino
- IRCCS Centro Neurolesi “Bonino Pulejo”, 98124 Messina, Italy;
| | - Robert Rejdak
- Department of General Ophthalmology, Medical University of Lublin, 20079 Lublin, Poland;
| | - Maria Luca
- Department “GF. Ingrassia”; section of Neurosciences. University of Catania, 95123 Catania, Italy; (C.G.C.); (M.L.); (L.R.); (M.Z.); (F.P.)
| | - Laura Rapisarda
- Department “GF. Ingrassia”; section of Neurosciences. University of Catania, 95123 Catania, Italy; (C.G.C.); (M.L.); (L.R.); (M.Z.); (F.P.)
| | - Teresio Avitabile
- Eye Clinic, University of Catania, 95123 Catania, Italy; (T.A.); (M.R.)
| | - Chiara Posarelli
- Department of Surgical, Medical, Molecular Pathology and of Critical Area, University of Pisa, 56126 Pisa, Italy;
| | - Konrad Rejdak
- Department of Neurology, Medical University of Lublin, 20079 Lublin, Poland;
| | - Michele Reibaldi
- Eye Clinic, University of Catania, 95123 Catania, Italy; (T.A.); (M.R.)
| | - Mario Zappia
- Department “GF. Ingrassia”; section of Neurosciences. University of Catania, 95123 Catania, Italy; (C.G.C.); (M.L.); (L.R.); (M.Z.); (F.P.)
| | - Francesco Patti
- Department “GF. Ingrassia”; section of Neurosciences. University of Catania, 95123 Catania, Italy; (C.G.C.); (M.L.); (L.R.); (M.Z.); (F.P.)
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26
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Schmidt MF, Pihl-Jensen G, Frederiksen JL. Functional–structural assessment of the optic pathways in patients with optic neuritis. Doc Ophthalmol 2019; 140:159-168. [DOI: 10.1007/s10633-019-09728-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2019] [Accepted: 10/09/2019] [Indexed: 01/26/2023]
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27
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Lambe J, Saidha S, Bermel RA. Optical coherence tomography and multiple sclerosis: Update on clinical application and role in clinical trials. Mult Scler 2019; 26:624-639. [PMID: 32412377 DOI: 10.1177/1352458519872751] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Optical coherence tomography (OCT) has emerged as a fast, non-invasive, inexpensive, high-resolution imaging technique in multiple sclerosis (MS). Retinal layer quantification by OCT facilitates a 'window' into not only local retinal pathology but also global neurodegenerative processes, recognised to be the principal substrates of disability accumulation in MS. While OCT measures in MS have been demonstrated to reflect visual function, inflammatory activity outside of the visual pathways, disability measures including the prediction of disability progression, whole brain atrophy, and the differential neuroprotective effects of disease-modifying therapies, debate continues regarding the clinical utility of OCT in everyday practice. This review presents an overview of the evidence supporting OCT, with particular focus on its application in the MS clinic. We will also discuss the role of OCT in MS clinical trials to develop novel neuroprotective and potential remyelinating therapies.
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Affiliation(s)
- Jeffrey Lambe
- Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, USA
| | - Shiv Saidha
- Department of Neurology, Johns Hopkins Hospital, Baltimore, MD, USA
| | - Robert A Bermel
- Mellen Center for Multiple Sclerosis, Cleveland Clinic, Cleveland, Ohio, USA
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28
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Filgueiras TG, Oyamada MK, Preti RC, Apóstolos-Pereira SL, Callegaro D, Monteiro MLR. Outer Retinal Dysfunction on Multifocal Electroretinography May Help Differentiating Multiple Sclerosis From Neuromyelitis Optica Spectrum Disorder. Front Neurol 2019; 10:928. [PMID: 31507527 PMCID: PMC6718638 DOI: 10.3389/fneur.2019.00928] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Accepted: 08/09/2019] [Indexed: 12/14/2022] Open
Abstract
Purpose: To evaluate the intermediate and outer retina of patients with multiple sclerosis (MS) and neuromyelitis optica spectrum disorder (NMOSD) using OCT and multifocal electroretinography (mf-ERG). Methods: Patients with MS (n = 30), NMOSD (n = 30), and healthy controls (n = 29) underwent visual field (VF), OCT, and mf-ERG testing. The eyes were distributed into 5 groups: MS with or without history of ON (MS+ON, MS-ON), NMOSD with or without ON (NMOSD+ON, NMOSD-ON), and controls. The thickness of the macular retinal nerve fiber layer (mRNFL), ganglion cell layer (GCL), inner plexiform layer (IPL), inner nuclear layer, outer plexiform layer, outer nuclear layer, and photoreceptor layer was measured. mf-ERG P1 and N1 responses were registered and grouped in 3 sets of rings. The groups were compared using GEE models, and effect size (ES) calculated. Results: Compared to controls, GCL and IPL thickness was significantly smaller in MS+ON (both p < 0.01), MS-ON (p < 0.01 and p = 0.015, respectively), NMOSD+ON (both p < 0.01) and NMOSD-ON (p = 0.03 and p = 0.018, respectively). ES was >0.80. mRNFL was smaller in three of the above groups (p < 0.01, p < 0.001, and p = 0.028; ES > 0.80) but not in MS-ON eyes (p = 0.18). No significant difference was observed for the remaining layers. Compared to controls, P1 and N1 peak times were shorter in MS (p-values in the range 0.049-0.002, ES < 0.50; and 0.049-0.010; ES < 0.50, respectively) but not in NMOSD. These abnormalities were strongly correlated with intermediate and outer retinal layer thickness. Conclusions: mf-ERG data suggest outer retinal abnormalities in MS, but not in NMOSD. Our results may help understand how the two conditions differ regarding retinal damage.
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Affiliation(s)
- Thiago G. Filgueiras
- Laboratory of Investigation in Ophthalmology (LIM 33), Division of Ophthalmology, University of São Paulo Medical School, São Paulo, Brazil
| | - Maria K. Oyamada
- Laboratory of Investigation in Ophthalmology (LIM 33), Division of Ophthalmology, University of São Paulo Medical School, São Paulo, Brazil
| | - Rony C. Preti
- Laboratory of Investigation in Ophthalmology (LIM 33), Division of Ophthalmology, University of São Paulo Medical School, São Paulo, Brazil
| | | | - Dagoberto Callegaro
- Department of Neurology, University of São Paulo Medical School, São Paulo, Brazil
| | - Mário L. R. Monteiro
- Laboratory of Investigation in Ophthalmology (LIM 33), Division of Ophthalmology, University of São Paulo Medical School, São Paulo, Brazil
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29
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Shi C, Jiang H, Gameiro GR, Hu H, Hernandez J, Delgado S, Wang J. Visual Function and Disability Are Associated With Focal Thickness Reduction of the Ganglion Cell-Inner Plexiform Layer in Patients With Multiple Sclerosis. Invest Ophthalmol Vis Sci 2019; 60:1213-1223. [PMID: 30913293 PMCID: PMC6892386 DOI: 10.1167/iovs.18-25809] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Purpose The purpose of this study was to visualize the topographic thickness patterns of the intraretinal layers and their associations with clinical manifestations in patients with multiple sclerosis (MS). Methods Ninety-four eyes of 47 relapsing-remitting MS patients without history of optic neuritis were imaged using optical coherence tomography and compared with 134 eyes of 67 healthy subjects. Volumetric data centered on the fovea were segmented to obtain the thickness maps of six intraretinal layers. The thickness measurements partitioned using the Early Treatment Diabetic Retinopathy Study (ETDRS) partition were correlated to the Expanded Disability State Scale (EDSS) and Sloan low contrast visual acuity (LCVA). The receiver-operating characteristics (ROC) curves were calculated to obtain the area under the ROC curves (AUCs). Results The ganglion cell-inner plexiform layer (GCIPL) showed horseshoe-like thickness reduction profoundly at the nasal sector. The most profound thickness reduction zone (circular area, diameter = 1 mm) was located at 2 mm in the nasal sector and 0.4 mm inferior from the fovea, named the “M zone.” The thickness reduction of the M zone was −7.3 μm in MS eyes, which was the most profound alteration, compared to any ETDRS sectors. The AUC of the M zone was 0.75. The relationship between the thickness of the M zone and EDSS (r = −0.59, P < 0.001) or 2.5% LCVA (r = 0.51, P < 0.001) were ranked as the strongest relation compared to any ETDRS sectors. Conclusions This is the first study, to our knowledge, to visualize focal thickness alteration of GCIPL and reveal its relationship to visual function and disability in patients with MS without history of optic neuritis.
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Affiliation(s)
- Ce Shi
- School of Ophthalmology and Optometry, Wenzhou Medical University, Wenzhou, Zhejiang, China.,Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, Florida, United States
| | - Hong Jiang
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, Florida, United States.,Department of Neurology, University of Miami Miller School of Medicine, Miami, Florida, United States
| | - Giovana Rosa Gameiro
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, Florida, United States
| | - Huiling Hu
- School of Ophthalmology and Optometry, Wenzhou Medical University, Wenzhou, Zhejiang, China.,Shenzhen Key Laboratory of Ophthalmology, Shenzhen Eye Hospital, Jinan University, Shenzhen, China
| | - Jeffrey Hernandez
- Department of Neurology, University of Miami Miller School of Medicine, Miami, Florida, United States
| | - Silvia Delgado
- Department of Neurology, University of Miami Miller School of Medicine, Miami, Florida, United States
| | - Jianhua Wang
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, Florida, United States
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30
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Optical coherence tomography as a means to characterize visual pathway involvement in multiple sclerosis. Curr Opin Neurol 2019; 31:662-668. [PMID: 30074495 DOI: 10.1097/wco.0000000000000604] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
PURPOSE OF REVIEW Optical coherence tomography (OCT) is a noninvasive in-vivo imaging tool that enables the quantification of the various retinal layer thicknesses. Given the frequent involvement of the visual pathway in multiple sclerosis, OCT has become an important tool in clinical practice, research and clinical trials. In this review, the role of OCT as a means to investigate visual pathway damage in multiple sclerosis is discussed. RECENT FINDINGS Evidence from recent OCT studies suggests that the peripapillary retinal nerve fibre layer (pRNFL) appears to be an ideal marker of axonal integrity, whereas the macular ganglion cell and inner plexiform layer (GCIP) thickness enables early detection of neuronal degeneration in multiple sclerosis. The thickness of the macular inner nuclear layer (INL) has been suggested as a biomarker for inflammatory disease activity and treatment response in multiple sclerosis. OCT parameters may also be used as an outcome measure in clinical trials evaluating the neuroprotective or regenerative potential of new treatments. SUMMARY OCT provides insights into multiple sclerosis beyond the visual pathway. It is capable of quantifying the major pathological hallmarks of the disease, specifically inflammation and neuroaxonal degeneration. OCT, therefore, has the potential to become another mainstay in the monitoring of multiple sclerosis patients.
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31
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Oertel FC, Zimmermann HG, Brandt AU, Paul F. Novel uses of retinal imaging with optical coherence tomography in multiple sclerosis. Expert Rev Neurother 2018; 19:31-43. [PMID: 30587061 DOI: 10.1080/14737175.2019.1559051] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Introduction: Multiple Sclerosis (MS) is the most common chronic autoimmune neuroinflammatory condition in young adults. It is often accompanied by optic neuritis (ON) and retinal neuro-axonal damage causing visual disturbances. Optical coherence tomography (OCT) is a sensitive non-invasive method for quantifying intraretinal layer volumes. Recently, OCT not only showed to be a reliable marker for ON-associated damage, but also proved its high prognostic value for functional outcome and disability accrual in patients with MS. Consequently, OCT is discussed as a potential marker for monitoring disease severity and therapeutic response in individual patients. Areas covered: This article summarizes our current understanding of structural retinal changes in MS and describes the future potential of OCT for differential diagnosis, monitoring of the disease course and for clinical trials. Expert commentary: Today, OCT is used in clinical practice in specialized MS centers. Standardized parameters across devices are urgently needed for supporting clinical utility. Novel parameters are desirable to increase sensitivity and specificity in terms of MS.
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Affiliation(s)
- Frederike C Oertel
- a NeuroCure Clinical Research Center , Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health , Berlin , Germany
| | - Hanna G Zimmermann
- a NeuroCure Clinical Research Center , Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health , Berlin , Germany
| | - Alexander U Brandt
- a NeuroCure Clinical Research Center , Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health , Berlin , Germany.,b Department of Neurology , University of California Irvine , Irvine , CA , USA
| | - Friedemann Paul
- a NeuroCure Clinical Research Center , Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health , Berlin , Germany.,c Department of Neurology , Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health , Berlin , Germany.,d Experimental and Clinical Research Center , Max-Delbrück-Centrum für Molekulare Medizin and Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health , Berlin , Germany
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Caldito NG, Saidha S, Sotirchos ES, Dewey BE, Cowley NJ, Glaister J, Fitzgerald KC, Al-Louzi O, Nguyen J, Rothman A, Ogbuokiri E, Fioravante N, Feldman S, Kwakyi O, Risher H, Kimbrough D, Frohman TC, Frohman E, Balcer L, Crainiceanu C, Van Zijl PCM, Mowry EM, Reich DS, Oh J, Pham DL, Prince J, Calabresi PA. Brain and retinal atrophy in African-Americans versus Caucasian-Americans with multiple sclerosis: a longitudinal study. Brain 2018; 141:3115-3129. [PMID: 30312381 PMCID: PMC6202573 DOI: 10.1093/brain/awy245] [Citation(s) in RCA: 62] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2018] [Revised: 06/03/2018] [Accepted: 08/09/2018] [Indexed: 01/09/2023] Open
Abstract
On average, African Americans with multiple sclerosis demonstrate higher inflammatory disease activity, faster disability accumulation, greater visual dysfunction, more pronounced brain tissue damage and higher lesion volume loads compared to Caucasian Americans with multiple sclerosis. Neurodegeneration is an important component of multiple sclerosis, which in part accounts for the clinical heterogeneity of the disease. Brain atrophy appears to be widespread, although it is becoming increasingly recognized that regional substructure atrophy may be of greater clinical relevance. Patient race (within the limitations of self-identified ancestry) is regarded as an important contributing factor. However, there is a paucity of studies examining differences in neurodegeneration and brain substructure volumes over time in African Americans relative to Caucasian American patients. Optical coherence tomography is a non-invasive and reliable tool for measuring structural retinal changes. Recent studies support its utility for tracking neurodegeneration and disease progression in vivo in multiple sclerosis. Relative to Caucasian Americans, African American patients have been found to have greater retinal structural injury in the inner retinal layers. Increased thickness of the inner nuclear layer and the presence of microcystoid macular pathology at baseline predict clinical and radiological inflammatory activity, although whether race plays a role in these changes has not been investigated. Similarly, assessment of outer retinal changes according to race in multiple sclerosis remains incompletely characterized. Twenty-two African Americans and 60 matched Caucasian Americans with multiple sclerosis were evaluated with brain MRI, and 116 African Americans and 116 matched Caucasian Americans with multiple sclerosis were monitored with optical coherence tomography over a mean duration of 4.5 years. Mixed-effects linear regression models were used in statistical analyses. Grey matter (-0.9%/year versus -0.5%: P =0.02), white matter (-0.7%/year versus -0.3%: P =0.04) and nuclear thalamic (-1.5%/year versus -0.7%/year: P =0.02) atrophy rates were approximately twice as fast in African Americans. African Americans also exhibited higher proportions of microcystoid macular pathology (12.1% versus 0.9%, P =0.001). Retinal nerve fibre layer (-1.1% versus -0.8%: P =0.02) and ganglion cell+ inner plexiform layer (-0.7%/year versus -0.4%/year: P =0.01) atrophy rates were faster in African versus Caucasian Americans. African Americans on average exhibited more rapid neurodegeneration than Caucasian Americans and had significantly faster brain and retinal tissue loss. These results corroborate the more rapid clinical progression reported to occur, in general, in African Americans with multiple sclerosis and support the need for future studies involving African Americans in order to identify individual differences in treatment responses in multiple sclerosis.
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Affiliation(s)
| | - Shiv Saidha
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Elias S Sotirchos
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Blake E Dewey
- F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, USA
- Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Norah J Cowley
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jeffrey Glaister
- Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Kathryn C Fitzgerald
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Omar Al-Louzi
- Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Brigham and Women’s Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - James Nguyen
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Alissa Rothman
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Esther Ogbuokiri
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Nicholas Fioravante
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sydney Feldman
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ohemaa Kwakyi
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Hunter Risher
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Dorlan Kimbrough
- Department of Neurology, Brigham and Women’s Hospital, Boston, MA, USA
| | - Teresa C Frohman
- Department of Neurology, University of Texas Austin Dell Medical School, Austin TX, USA
| | - Elliot Frohman
- Department of Neurology, University of Texas Austin Dell Medical School, Austin TX, USA
| | - Laura Balcer
- Department of Neurology, New York University Langone Medical Center, New York, NY, USA
| | | | - Peter C M Van Zijl
- Department of Radiology and Radiological Science, Johns Hopkins University, Baltimore, MD, USA
| | - Ellen M Mowry
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Daniel S Reich
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Biostatistics, Johns Hopkins University, Baltimore MD, USA
- Department of Radiology and Radiological Science, Johns Hopkins University, Baltimore, MD, USA
- Translational Neuroradiology Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Rockville, MD, USA
| | - Jiwon Oh
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Division of Neurology, St. Michael’s Hospital, University of Toronto, 30 Bond Street, Toronto, Ontario, Canada
| | - Dzung L Pham
- Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, MD, USA
- Department of Radiology and Radiological Science, Johns Hopkins University, Baltimore, MD, USA
- Center for Neuroscience and Regenerative Medicine, The Henry M. Jackson Foundation for the Advancement of Military Medicine, Bethesda, MD, USA
| | - Jerry Prince
- Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, MD, USA
| | - Peter A Calabresi
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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33
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Dale GH, Petersen T, Bacher Svendsen K, Christensen T, Houen G, Bek T. Time to steroid treatment in severe acute optic neuritis. Brain Behav 2018; 8:e01032. [PMID: 29931830 PMCID: PMC6085902 DOI: 10.1002/brb3.1032] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2018] [Revised: 05/26/2018] [Accepted: 05/29/2018] [Indexed: 11/11/2022] Open
Abstract
OBJECTIVES Steroid treatment can accelerate visual recovery in patients with optic neuritis (ON), but it is unknown whether the timing of the start of treatment influences the outcome. The main purpose of this observational study was to assess the effect of early onset steroid treatment of ON on visual prognosis and retinal morphology. METHODS Forty-nine patients with acute mild/moderate (n = 21) or severe (n = 28) ON, and an equal number of healthy controls were enrolled. Patients with severe ON either received early onset steroid treatment (initiated within 1 week of presentation with visual loss) (n = 9), late-onset treatment (initiated after 1 week) (n = 13), or no treatment (n = 6). Visual function and retinal morphology was studied after 6 and 12 months. RESULTS All measures of visual function had improved after 6 months (p ≤ 0.03) in the three groups with severe ON. This was not the case for Rayleigh match setting range (SR) in the nontreated group (p = 0.24), or for SR (p = 0.08) and latency to P100 of visual evoked potential (p = 0.08) in the late-onset treated group. After 12 months, further improvement occurred in the nontreated and late-treated groups, but not in the early treated group. Macular retinal nerve fiber layer (mRNFL) and ganglion cell plus inner plexiform layer had decreased significantly (p ≤ 0.001) in all three groups with severe ON after 6 months. After 12 months, only mRNFL had further significantly decreased and only in the late-onset treated group (p = 0.02). CONCLUSION The beneficial effects of early onset steroid treatment of ON is limited to a few months whereas the long-term prognosis is independent of the timing of treatment.
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Affiliation(s)
- Gro Helen Dale
- Department of Neurology, Aarhus University Hospital, Aarhus, Denmark.,Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Thor Petersen
- Department of Neurology, Aarhus University Hospital, Aarhus, Denmark
| | | | | | - Gunnar Houen
- Department of Autoimmunology and Biomarkers, Statens Serum Institut, Copenhagen, Denmark
| | - Toke Bek
- Department of Ophthalmology, Aarhus University Hospital, Aarhus, Denmark
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34
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Using the Anterior Visual System to Assess Neuroprotection and Remyelination in Multiple Sclerosis Trials. Curr Neurol Neurosci Rep 2018; 18:49. [PMID: 29923130 DOI: 10.1007/s11910-018-0858-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
PURPOSE OF REVIEW Clinical trials using agents directed at neuroprotection and remyelination in multiple sclerosis (MS) are needed. As optic neuritis (ON) is common in people with MS and the pathology of ON is similar to other MS lesions in the brain, measurements of the anterior visual system are frequently utilized in neuroprotection and remyelination trials. Understanding the strengths and weaknesses of the measurements is vital when interpreting the results of this research. RECENT FINDINGS Techniques such as visual evoked potentials (VEP) and optical coherence tomography (OCT) are well established in MS and are thought to measure axonal integrity and myelination. Novel imaging techniques can also be used in conjunction with these measurements to provide better insight into optic nerve structure and function. Magnetization transfer imaging (MTR) together with optic nerve area and volume measures neurodegeneration; diffusion tensor imaging (DTI) measures myelination status and neurodegeneration. However, these techniques require various levels of experience to interpret, and all can be confounded by ocular motion and surrounding fat and bone. This article provides a review of established and novel techniques to measure the anterior visual system in multiple sclerosis with a focus on the evidence to support their use as outcome measures in clinical trials focused on neuroprotection and remyelination therapies.
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Brandt AU, Specovius S, Oberwahrenbrock T, Zimmermann HG, Paul F, Costello F. Frequent retinal ganglion cell damage after acute optic neuritis. Mult Scler Relat Disord 2018; 22:141-147. [PMID: 29704802 DOI: 10.1016/j.msard.2018.04.006] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2017] [Revised: 03/07/2018] [Accepted: 04/07/2018] [Indexed: 01/11/2023]
Abstract
BACKGROUND To identify the extent of ganglion cell damage after first-time optic neuritis (ON) using the inter-ocular difference between affected and fellow eyes, and whether this approach is able to detect more patients suffering from ganglion cell damage than using absolute values. METHODS Thirty-four patients with first-time unilateral ON were followed for a median 413 days. Patients underwent optical coherence tomography testing to determine ganglion cell plus inner plexiform layer thickness (GCIP). Ganglion cell loss was quantified as GCIP difference between ON-affected and fellow eyes (inter-GCIP) and was compared against measurements from 93 healthy controls (HC). Visual function was assessed with high contrast visual acuity; and standard automated perimetry-derived measures of mean deviation and foveal threshold. RESULTS At clinical presentation after median 19 days from symptom onset, 47.1% of patients showed early GCIP thinning in the ON-affected eye based on inter-GCIP. At the last visit acute ON was associated with 16.1 ± 10.0 µm GCIP thinning compared to fellow eyes (p = 3.669e-06). Based on inter-GCIP, 84.9% of ON patients sustained GCIP thinning in their affected eye at the last visit, whereas using absolute values only 71.0% of patients suffered from GCIP thinning (p = 0.002076). Only 32.3% of these patients had abnormal visual function. The best predictor of GCIP thinning as a measure of ON severity at the last visit was worse visual field mean deviation at clinical presentation. CONCLUSION Inter-ocular GCIP identifies significantly more eyes suffering damage from ON than absolute GCIP, visual fields or visual acuity loss. Effective interventional options are needed to prevent ganglion cell loss.
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Affiliation(s)
- Alexander U Brandt
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Clinical Research Center, Charitéplatz 1, 10117 Berlin, Germany.
| | - Svenja Specovius
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Clinical Research Center, Charitéplatz 1, 10117 Berlin, Germany
| | - Timm Oberwahrenbrock
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Clinical Research Center, Charitéplatz 1, 10117 Berlin, Germany
| | - Hanna G Zimmermann
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Clinical Research Center, Charitéplatz 1, 10117 Berlin, Germany
| | - Friedemann Paul
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Clinical Research Center, Charitéplatz 1, 10117 Berlin, Germany; Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Department of Neurology, Charitéplatz 1, 10117 Berlin, Germany; Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin, Experimental and Clinical Research Center, Lindenberger Weg 80, 13125 Berlin, Germany
| | - Fiona Costello
- University of Calgary, Department of Clinical Neurosciences, 2500 University Dr. NW, Calgary, Alberta, Canada T2N 1N4; University of Calgary, Department of Surgery, Calgary, Alberta, Canada; Hotchkiss Brain Institute, 3330 Hospital Drive NW, Calgary, Alberta, Canada T2N 4N1
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Lambe J, Murphy OC, Saidha S. Can Optical Coherence Tomography Be Used to Guide Treatment Decisions in Adult or Pediatric Multiple Sclerosis? Curr Treat Options Neurol 2018; 20:9. [DOI: 10.1007/s11940-018-0493-6] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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Oertel FC, Zimmermann H, Paul F, Brandt AU. Optical coherence tomography in neuromyelitis optica spectrum disorders: potential advantages for individualized monitoring of progression and therapy. EPMA J 2018; 9:21-33. [PMID: 29515685 PMCID: PMC5833887 DOI: 10.1007/s13167-017-0123-5] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2017] [Accepted: 11/09/2017] [Indexed: 12/12/2022]
Abstract
Neuromyelitis optica spectrum disorders (NMOSD) are mostly relapsing inflammatory disorders of the central nervous system (CNS). Optic neuritis (ON) is the first NMOSD-related clinical event in 55% of the patients, which causes damage to the optic nerve and leads to visual impairment. Retinal optical coherence tomography (OCT) has emerged as a promising method for diagnosis of NMOSD and potential individual monitoring of disease course and severity. OCT not only detects damage to the afferent visual system caused by ON but potentially also NMOSD-specific intraretinal pathology, i.e. astrocytopathy. This article summarizes retinal involvement in NMOSD and reviews OCT methods that could be used now and in the future, for differential diagnosis, for monitoring of disease course, and in clinical trials.
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Affiliation(s)
- Frederike C. Oertel
- NeuroCure Clinical Research Center, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, 10117 Berlin, Germany
| | - Hanna Zimmermann
- NeuroCure Clinical Research Center, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, 10117 Berlin, Germany
| | - Friedemann Paul
- NeuroCure Clinical Research Center, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, 10117 Berlin, Germany
- Department of Neurology, Charité—Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
- Experimental and Clinical Research Center, Max-Delbrück-Centrum für Molekulare Medizin und Charité—Universitätsmedizin Berlin, Berlin, Germany
| | - Alexander U. Brandt
- NeuroCure Clinical Research Center, Charité—Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, 10117 Berlin, Germany
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de Araújo RB, Oyamada MK, Zacharias LC, Cunha LP, Preti RC, Monteiro MLR. Morphological and Functional Inner and Outer Retinal Layer Abnormalities in Eyes with Permanent Temporal Hemianopia from Chiasmal Compression. Front Neurol 2017; 8:619. [PMID: 29255441 PMCID: PMC5723053 DOI: 10.3389/fneur.2017.00619] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Accepted: 11/06/2017] [Indexed: 12/24/2022] Open
Abstract
Purpose The aims of this study are to compare optical coherence tomography (OCT)-measured macular retinal layers in eyes with permanent temporal hemianopia from chiasmal compression and control eyes; to compare regular and slow-flash multifocal electroretinography (mfERG) in patients and controls; and to assess the correlation between OCT, mfERG, and central visual field (SAP) data. Methods Forty-three eyes of 30 patients with permanent temporal hemianopia due to pituitary tumors who were previously submitted to chiasm decompression and 37 healthy eyes of 19 controls were submitted to macular spectral domain OCT, mfERG, and 10-2 SAP testing. After segmentation, the thickness of the macular retinal nerve fiber layer (RNFL), ganglion cell layer (GCL), inner plexiform layer (IPL), inner nuclear layer (INL), outer plexiform layer (OPL), outer nuclear layer, and photoreceptor layer (PRL) was measured. Amplitudes and oscillatory potentials (OPs) were measured on regular and slow-flash mfERG, respectively, and expressed as the mean values per quadrant and hemifield. Results RNFL, GCL, and IPL thickness measurements were significantly reduced in all quadrants, whereas INL, OPL, and PRL thicknesses were significantly increased in the nasal quadrants in patients compared to those in controls. Significant correlations between OCT and 10-2 SAP measurements were positive for the RNFL, GCL, and IPL and negative for the INL, OPL, and PRL. OPs and mfERG N1 amplitudes were significantly reduced in the nasal hemiretina of patients. Significant correlations were found between OP and mfERG amplitudes for inner and outer nasal hemiretina OCT measurements, respectively. Conclusion Patients with permanent temporal hemianopia from previously treated chiasmal compression demonstrated significant thinning of the RNFL, GCL, IPL, and thickening of the INL, OPL, and PRL associated with reduced OP and mfERG N1 amplitudes, suggesting that axonal injury to the inner retina leads to secondary damage to the outer retina in this condition.
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Affiliation(s)
- Rafael B de Araújo
- Laboratory of Investigation in Ophthalmology (LIM 33), Division of Ophthalmology, University of São Paulo Medical School, São Paulo, Brazil
| | - Maria K Oyamada
- Laboratory of Investigation in Ophthalmology (LIM 33), Division of Ophthalmology, University of São Paulo Medical School, São Paulo, Brazil
| | - Leandro C Zacharias
- Laboratory of Investigation in Ophthalmology (LIM 33), Division of Ophthalmology, University of São Paulo Medical School, São Paulo, Brazil
| | - Leonardo P Cunha
- Department of Ophtalmology, School of Medicine, Federal University of Juiz de Fora, Juiz de Fora, Brazil
| | - Rony C Preti
- Laboratory of Investigation in Ophthalmology (LIM 33), Division of Ophthalmology, University of São Paulo Medical School, São Paulo, Brazil
| | - Mário L R Monteiro
- Laboratory of Investigation in Ophthalmology (LIM 33), Division of Ophthalmology, University of São Paulo Medical School, São Paulo, Brazil
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Pietroboni AM, Dell'Arti L, Caprioli M, Scarioni M, Carandini T, Arighi A, Ghezzi L, Fumagalli GG, De Riz MA, Basilico P, Colombi A, Benatti E, Triulzi F, Scarpini E, Viola F, Galimberti D. The loss of macular ganglion cells begins from the early stages of disease and correlates with brain atrophy in multiple sclerosis patients. Mult Scler 2017; 25:31-38. [PMID: 29125019 DOI: 10.1177/1352458517740214] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND The importance of neurodegeneration in multiple sclerosis (MS) is increasingly well recognized. OBJECTIVES To evaluate retinal pathology using optical coherence tomography (OCT) and to investigate possible associations between retinal layers' thickness and specific patterns of gray matter volume in patients with a new diagnosis of MS. METHODS A total of 31 patients underwent OCT scans and brain magnetic resonance imaging. In total, 30 controls underwent the same OCT procedure. The association between focal cortical volume and OCT measurements was investigated with voxel-based morphometry (VBM). RESULTS Compared to controls, patients' macular retinal nerve fiber layer (mRNFL), macular ganglion cell layer (mGCL), macular inner plexiform layer (mIPL), and macular ganglion cell-inner plexiform layer (mGCIPL) thickness were significantly reduced ( p = 0.0009, p = 0.0003, p = 0.0049, and p = 0.0007, respectively). Peripapillary RNFL (pRNFL) and temporal sector pRNFL (T-pRNFL) did not show any significant changes, although there was a trend toward T-pRNFL thinning ( p = 0.0254). VBM analysis showed that mGCIPL and pRNFL were significantly correlated with the volume reduction of occipital-parietal cortex ( p < 0.005). CONCLUSION mRNFL, mGCL, and mIPL are significantly reduced in MS patients without concomitant pRNFL thinning. These retinal changes show a significant association with cortical regions that are known to be important for visuospatial performance.
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Affiliation(s)
- Anna M Pietroboni
- Neurodegenerative Disease Unit, Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Laura Dell'Arti
- Ophthalmological Unit, Department of Clinical Sciences and Community Health, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Michela Caprioli
- Neurodegenerative Disease Unit, Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Marta Scarioni
- Neurodegenerative Disease Unit, Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Tiziana Carandini
- Neurodegenerative Disease Unit, Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Andrea Arighi
- Neurodegenerative Disease Unit, Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Laura Ghezzi
- Neurodegenerative Disease Unit, Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Giorgio G Fumagalli
- Neurodegenerative Disease Unit, Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Milena A De Riz
- Neurodegenerative Disease Unit, Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Paola Basilico
- Neurodegenerative Disease Unit, Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Annalisa Colombi
- Neurodegenerative Disease Unit, Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Eleonora Benatti
- Ophthalmological Unit, Department of Clinical Sciences and Community Health, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Fabio Triulzi
- Neuroradiology Unit, Department of Pathophysiology and Transplantation, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Elio Scarpini
- Neurodegenerative Disease Unit, Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Francesco Viola
- Ophthalmological Unit, Department of Clinical Sciences and Community Health, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Daniela Galimberti
- Neurodegenerative Disease Unit, Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, University of Milan, Fondazione Cà Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
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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: 355] [Impact Index Per Article: 50.7] [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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Abstract
The afferent visual pathway is a functionally eloquent region of the central nervous system (CNS). Key clinical features of inflammatory, ischemic, and compressive CNS lesions can be appreciated through detailed ophthalmic examination. Optical coherence tomography (OCT) provides a noninvasive means of capturing manifestations of axonal and neuronal loss in the CNS. OCT represents a surrogate marker of structural integrity in the CNS, through which mechanisms of neurodegeneration and repair may be better understood. In this article, the role of OCT in facilitating the diagnosis and management of several CNS disorders is discussed.
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Affiliation(s)
- Fiona Costello
- Department of Clinical Neurosciences, University of Calgary, 1403 - 29th Street NW, Calgary, Alberta T2N 2T9, Canada; Department of Surgery, University of Calgary, 1403 - 29th Street NW, Calgary, Alberta T2N 2T9, Canada.
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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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Behbehani R, Abu Al-Hassan A, Al-Salahat A, Sriraman D, Oakley JD, Alroughani R. Optical coherence tomography segmentation analysis in relapsing remitting versus progressive multiple sclerosis. PLoS One 2017; 12:e0172120. [PMID: 28192539 PMCID: PMC5305239 DOI: 10.1371/journal.pone.0172120] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2016] [Accepted: 01/31/2017] [Indexed: 01/21/2023] Open
Abstract
Introduction Optical coherence tomography (OCT) with retinal segmentation analysis is a valuable tool in assessing axonal loss and neuro-degeneration in multiple sclerosis (MS) by in-vivo imaging, delineation and quantification of retinal layers. There is evidence of deep retinal involvement in MS beyond the inner retinal layers. The ultra-structural retinal changes in MS in different MS phenotypes can reflect differences in the pathophysiologic mechanisms. There is limited data on the pattern of deeper retinal layer involvement in progressive MS (PMS) versus relapsing remitting MS (RRMS). We have compared the OCT segmentation analysis in patients with relapsing-remitting MS and progressive MS. Methods Cross-sectional study of 113 MS patients (226 eyes) (29 PMS, 84 RRMS) and 38 healthy controls (72 eyes). Spectral domain OCT (SDOCT) using the macular cube acquisition protocol (Cirrus HDOCT 5000; Carl Zeiss Meditec) and segmentation of the retinal layers for quantifying the thicknesses of the retinal layers. Segmentation of the retinal layers was carried out utilizing Orion software (Voxeleron, USA) for quantifying the thicknesses of individual retinal layers. Results The retinal nerve finer layer (RNFL) (p = 0.023), the ganglion-cell/inner plexiform layer (GCIPL) (p = 0.006) and the outer plexiform layer (OPL) (p = 0.033) were significantly thinner in PMS compared to RRMS. There was significant negative correlation between the outer nuclear layer (ONL) and EDSS (r = -0.554, p = 0.02) in PMS patients. In RRMS patients with prior optic neuritis, the GCIPL correlated negatively (r = -0.317; p = 0.046), while the photoreceptor layer (PR) correlated positively with EDSS (r = 0.478; p = 0.003). Conclusions Patients with PMS exhibit more atrophy of both the inner and outer retinal layers than RRMS. The ONL in PMS and the GCIPL and PR in RRMS can serve as potential surrogate of disease burden and progression (EDSS). The specific retinal layer predilection and its correlation with disability may reflect different pathophysiologic mechanisms and various stages of progression in MS.
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Affiliation(s)
- Raed Behbehani
- Al-Bahar Ophthalmology Center, Ibn Sina Hospital, Kuwait City, Kuwait
- Neurology Clinic, Dasman Institute, Dasman, Kuwait
- * E-mail:
| | | | - Ali Al-Salahat
- Al-Bahar Ophthalmology Center, Ibn Sina Hospital, Kuwait City, Kuwait
| | | | - J. D. Oakley
- Voxeleron LLC, Pleasanton, CA, United States of America
| | - Raed Alroughani
- Neurology Clinic, Dasman Institute, Dasman, Kuwait
- Division of Neurology, Amiri Hospital, Sharq, Kuwait
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45
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Myelin-oligodendrocyte-glycoprotein (MOG) autoantibodies as potential markers of severe optic neuritis and subclinical retinal axonal degeneration. J Neurol 2016; 264:139-151. [PMID: 27844165 DOI: 10.1007/s00415-016-8333-7] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2016] [Revised: 11/02/2016] [Accepted: 11/03/2016] [Indexed: 12/11/2022]
Abstract
Antibodies against conformation-dependent epitopes of myelin-oligodendrocyte-glycoprotein (MOG-abs) are present in subgroups of neuromyelitis optica spectrum disorder (NMOSD), recurrent optic neuritis (rON), multiple sclerosis (MS), and anti-NMDAR encephalitis. Using optical coherence tomography (OCT) we assessed whether MOG-abs might serve as potential marker of retinal axonal degeneration. We investigated a clinically heterogeneous cohort of 13 MOG-abs-positive patients (4 MOG-abs-positive rON, 4 MOG-abs-positive adult MS, 3 MOG-abs-positive relapsing encephalomyelitis, 2 MOG-abs-positive aquaporin-4-abs-negative NMOSD). As controls, we studied 13 age, sex and ON episode(s)-matched MOG-abs and aquaporin-4-abs-negative (AQP4-abs-negative) MS patients and 13 healthy controls (HC). In addition, we investigated 19 unmatched AQP4-abs-positive MOG-abs-negative NMOSD subjects. Considering all eyes, global pRNFL [in µm, mean (SD)] was significantly reduced in MOG-abs-positive patients [72.56 (22.71)] compared to MOG-abs-negative MS [80.81 (13.55), p = 0.0128], HCs [103.54 (8.529), p = 0.0014] and NMOSD [88.32 (18.43), p = 0.0353]. Non ON eyes from MOG-abs-positive subjects showed significant subclinical atrophy of temporal pRNFL quadrants. Microcystic macular edema (MME) was observed only in eyes of MOG-abs-positive (24%) and AQP4-abs-positive NMOSD (5.6%), but not in MOG-abs-negative MS or HC (p < 0.01). MOG-abs may serve as potential marker of retinal degeneration. Specifically, MOG-abs-related OCT features predominate in temporal pRNFL quadrants (resembling the MS retinal pattern), might be more severe than AQP4-abs-positive NMOSD, indicate subclinical pathology, and may be associated with MME.
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46
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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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Martinez-Lapiscina EH, Arnow S, Wilson JA, Saidha S, Preiningerova JL, Oberwahrenbrock T, Brandt AU, Pablo LE, Guerrieri S, Gonzalez I, Outteryck O, Mueller AK, Albrecht P, Chan W, Lukas S, Balk LJ, Fraser C, Frederiksen JL, Resto J, Frohman T, Cordano C, Zubizarreta I, Andorra M, Sanchez-Dalmau B, Saiz A, Bermel R, Klistorner A, Petzold A, Schippling S, Costello F, Aktas O, Vermersch P, Oreja-Guevara C, Comi G, Leocani L, Garcia-Martin E, Paul F, Havrdova E, Frohman E, Balcer LJ, Green AJ, Calabresi PA, Villoslada P. Retinal thickness measured with optical coherence tomography and risk of disability worsening in multiple sclerosis: a cohort study. Lancet Neurol 2016; 15:574-84. [PMID: 27011339 DOI: 10.1016/s1474-4422(16)00068-5] [Citation(s) in RCA: 226] [Impact Index Per Article: 28.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2015] [Revised: 02/10/2016] [Accepted: 02/11/2016] [Indexed: 02/03/2023]
Abstract
BACKGROUND Most patients with multiple sclerosis without previous optic neuritis have thinner retinal layers than healthy controls. We assessed the role of peripapillary retinal nerve fibre layer (pRNFL) thickness and macular volume in eyes with no history of optic neuritis as a biomarker of disability worsening in a cohort of patients with multiple sclerosis who had at least one eye without optic neuritis available. METHODS In this multicentre, cohort study, we collected data about patients (age ≥16 years old) with clinically isolated syndrome, relapsing-remitting multiple sclerosis, and progressive multiple sclerosis. Patients were recruited from centres in Spain, Italy, France, Germany, Czech Republic, Netherlands, Canada, and the USA, with the first cohort starting in 2008 and the latest cohort starting in 2013. We assessed disability worsening using the Expanded Disability Status Scale (EDSS). The pRNFL thickness and macular volume were assessed once at study entry (baseline) by optical coherence tomography (OCT) and was calculated as the mean value of both eyes without optic neuritis for patients without a history of optic neuritis or the value of the non-optic neuritis eye for patients with previous unilateral optic neuritis. Researchers who did the OCT at baseline were masked to EDSS results and the researchers assessing disability with EDSS were masked to OCT results. We estimated the association of pRNFL thickness or macular volume at baseline in eyes without optic neuritis with the risk of subsequent disability worsening by use of proportional hazards models that included OCT metrics and age, disease duration, disability, presence of previous unilateral optic neuritis, and use of disease-modifying therapies as covariates. FINDINGS 879 patients with clinically isolated syndrome (n=74), relapsing-remitting multiple sclerosis (n=664), or progressive multiple sclerosis (n=141) were included in the primary analyses. Disability worsening occurred in 252 (29%) of 879 patients with multiple sclerosis after a median follow-up of 2·0 years (range 0·5-5 years). Patients with a pRNFL of less than or equal to 87 μm or less than or equal to 88 μm (measured with Spectralis or Cirrus OCT devices) had double the risk of disability worsening at any time after the first and up to the third years of follow-up (hazard ratio 2·06, 95% CI 1·36-3·11; p=0·001), and the risk was increased by nearly four times after the third and up to the fifth years of follow-up (3·81, 1·63-8·91; p=0·002). We did not identify meaningful associations for macular volume. INTERPRETATION Our results provide evidence of the usefulness of monitoring pRNFL thickness by OCT for prediction of the risk of disability worsening with time in patients with multiple sclerosis. FUNDING Instituto de Salud Carlos III.
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Affiliation(s)
| | - Sam Arnow
- University of California, San Francisco, CA, USA
| | | | - Shiv Saidha
- Johns Hopkins University, Baltimore, MD, USA
| | | | - Timm Oberwahrenbrock
- Experimental and Clinical Research Center and NeuroCure Clinical Research Center, Charité University Medicine and Max Delbrueck Center for Molecular Medicine, Berlin, Germany
| | - Alexander U Brandt
- Experimental and Clinical Research Center and NeuroCure Clinical Research Center, Charité University Medicine and Max Delbrueck Center for Molecular Medicine, Berlin, Germany
| | | | | | | | | | | | | | | | | | | | - Clare Fraser
- Save Sight Institute, University of Sydney, NSW, Australia
| | | | | | - Teresa Frohman
- University of Texas Southwestern Medical Center, Dallas, TX, USA
| | | | - Irati Zubizarreta
- Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Barcelona, Spain
| | - Magi Andorra
- Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Barcelona, Spain
| | | | - Albert Saiz
- Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Barcelona, Spain
| | | | | | - Axel Petzold
- VU Medical Center, Amsterdam, Netherlands; Moorfields Eye Hospital, London, UK
| | | | | | - Orhan Aktas
- University of Düsseldorf, Düsseldorf, Germany
| | | | | | | | | | | | - Friedemann Paul
- Experimental and Clinical Research Center and NeuroCure Clinical Research Center, Charité University Medicine and Max Delbrueck Center for Molecular Medicine, Berlin, Germany
| | | | - Elliot Frohman
- University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Laura J Balcer
- University of Pennsylvania, Philadelphia, PA, USA; New York University, New York, NY, USA
| | - Ari J Green
- University of California, San Francisco, CA, USA
| | | | - Pablo Villoslada
- Institut d'Investigacions Biomèdiques August Pi Sunyer (IDIBAPS), Barcelona, Spain; University of California, San Francisco, CA, USA.
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