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El Ayoubi NK, Ismail A, Sader G, Abi Chakra N, El Ahdab J, Abboud J, Khoury SJ. Retinal Optical Coherence Tomography Longitudinal Measures as Prognostic Biomarkers in Multiple Sclerosis: Systematic Review and Meta-Analysis. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2025; 12:e200416. [PMID: 40424561 DOI: 10.1212/nxi.0000000000200416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2024] [Accepted: 03/31/2025] [Indexed: 05/29/2025]
Abstract
BACKGROUND AND OBJECTIVES Optical coherence tomography (OCT) has emerged as a valuable marker for assessing inflammation and neuroaxonal degeneration in multiple sclerosis (MS). Although traditional markers such as brain atrophy and axonal loss are crucial for monitoring MS progression, their clinical application can be limited by various factors. This meta-analysis of longitudinal studies aims to assess the predictive value of OCT-derived retinal layer thickness thresholds for monitoring and predicting MS disease progression and cognitive decline. METHODS Our systematic review and meta-analysis followed Preferred Reporting Items for Systematic Reviews and Meta-analyses guidelines. A comprehensive systematic search was performed using electronic databases (PubMed, Embase, Web of Science, and Google Scholar) for longitudinal studies using Spectral Domain-OCT (SD-OCT) to assess retinal layer thickness and its predictive value for MS progression. Data were extracted on study design, OCT measurements, disability progression definitions, and clinical outcomes. We analyzed hazard ratios (HR) and odds ratios (OR) for associations between OCT-measured thresholds and disability progression, including physical and cognitive deterioration. RESULTS Our study included 14 longitudinal studies that met our inclusion criteria, 13 studies were included in our quantitative analysis, with a total of 3,683 participants. Baseline peripapillary retinal nerve fiber layer (pRNFL) thickness below 88 μm was significantly associated with increased risk of future disease progression and physical worsening measured by Expanded Disability Status Scale progression (HR = 2.376, p < 0.001; HR = 2.258, p < 0.001, respectively). The same was noted for ganglion cell-inner plexiform layer (GCIPL) thickness below 77 μm (HR = 2.751, p < 0.001 and HR = 2.66, p < 0.001, respectively). In addition, annualized rates of pRNFL thinning above 1.5 μm/y and GCIPL thinning above 1 μm/y also significantly predicted disease worsening (HR = 3.019, p = 0.005 and HR = 3.535, p < 0.001, respectively). DISCUSSION OCT-derived retinal layer thresholds, specifically a pRNFL thickness of ≤88 μm and a GCIPL thickness of ≤77 μm, are significantly associated with an increased risk of future MS disability progression. Furthermore, annual thinning rates of pRNFL >1.5 μm/y and GCIPL >1 μm/y demonstrate greater predictive power and are more clinically relevant for identifying individuals at high risk of both physical and cognitive disability progression outcomes. Further research is needed to standardize OCT thresholds and improve clinical use in treatment planning.
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Affiliation(s)
- Nabil K El Ayoubi
- Nehme and Therese Tohme Multiple Sclerosis Center, Department of Neurology, American University of Beirut, Lebanon
| | - Ali Ismail
- Faculty of Medical Sciences, Lebanese University, Beirut, Lebanon
- Faculty of Medical Sciences, Neuroscience Research Center, Lebanese University, Beirut, Lebanon; and
| | - Georgio Sader
- Nehme and Therese Tohme Multiple Sclerosis Center, Department of Neurology, American University of Beirut, Lebanon
| | | | - Jad El Ahdab
- Nehme and Therese Tohme Multiple Sclerosis Center, Department of Neurology, American University of Beirut, Lebanon
| | - Joseph Abboud
- Nehme and Therese Tohme Multiple Sclerosis Center, Department of Neurology, American University of Beirut, Lebanon
| | - Samia J Khoury
- Nehme and Therese Tohme Multiple Sclerosis Center, Department of Neurology, American University of Beirut, Lebanon
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De Angelis F, Cameron JR, Eshaghi A, Parker R, Connick P, Stutters J, Plantone D, Doshi A, John N, Williams T, Calvi A, MacManus D, Barkhof F, Chandran S, Weir CJ, Toosy A, Chataway J, MS-SMART trial investigators. Optical coherence tomography in secondary progressive multiple sclerosis: cross-sectional and longitudinal exploratory analysis from the MS-SMART randomised controlled trial. J Neurol Neurosurg Psychiatry 2025; 96:647-654. [PMID: 39694820 DOI: 10.1136/jnnp-2024-334801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Collaborators] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Accepted: 10/30/2024] [Indexed: 12/20/2024]
Abstract
BACKGROUND Optical coherence tomography (OCT) inner retinal metrics reflect neurodegeneration in multiple sclerosis (MS). We explored OCT measures as biomarkers of disease severity in secondary progressive MS (SPMS). METHODS We investigated people with SPMS from the Multiple Sclerosis-Secondary Progressive Multi-Arm Randomisation Trial OCT substudy, analysing brain MRIs, clinical assessments and OCT at baseline and 96 weeks. We measured peripapillary retinal nerve fibre layer (pRNFL) and macular ganglion cell-inner plexiform layer (GCIPL) thicknesses. Statistical analysis included correlations, multivariable linear regressions and mixed-effects models. RESULTS Of the 212 participants recruited at baseline, 192 attended at 96 weeks follow-up. Baseline pRNFL and GCIPL thickness correlated with Symbol Digit Modalities Test (SDMT) (respectively, r=0.33 (95% CI 0.20 to 0.47); r=0.39 (0.26 to 0.51)) and deep grey matter volume (respectively, r=0.21 (0.07 to 0.35); r=0.28 (0.14 to 0.41)).pRNFL was associated with Expanded Disability Status Scale (EDSS) score change (normalised beta (B)=-0.12 (-0.23 to -0.01)). Baseline pRNFL and GCIPL were associated with Timed 25-Foot Walk change (T25FW) (respectively, B=-0.14 (-0.25 to -0.03); B=-0.20 (-0.31 to -0.10)) and 96-week percentage brain volume change (respectively, B=0.14 (0.03 to 0.25); B=0.23 (0.12 to 0.34)). There were significant annualised thinning rates: pRNFL (-0.83 µm/year) and GCIPL (-0.37 µm/year). CONCLUSIONS In our cohort of people with SPMS and long disease duration, OCT measures correlated with SDMT and deep grey matter volume at baseline; EDSS, T25FW and whole brain volume change at follow-up.
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Affiliation(s)
- Floriana De Angelis
- Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
- University College London Hospitals, Biomedical Research Centre, National Institute for Health and Care Research, London, UK
| | - James R Cameron
- The University of Edinburgh Centre for Clinical Brain Sciences, Edinburgh, Edinburgh, UK
| | - Arman Eshaghi
- Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
| | - Richard Parker
- Edinburgh Clinical Trials Unit, The University of Edinburgh, Usher Institute of Population Health Sciences and Informatics, Edinburgh, UK
| | - Peter Connick
- The University of Edinburgh Centre for Clinical Brain Sciences, Edinburgh, Edinburgh, UK
| | - Jonathan Stutters
- Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
| | - Domenico Plantone
- Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
- Department of Neuroscience, University of Siena Faculty of Medicine and Surgery, Siena, Italy
| | - Anisha Doshi
- Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
| | - Nevin John
- Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
- Department of Medicine, Monash University, Clayton, Victoria, Australia
| | - Thomas Williams
- Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
| | - Alberto Calvi
- Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
- Advanced Imaging in Neuroimmunological Diseases lab (ImaginEM), Fundacio Clinic per la Recerca Biomedica, Barcelona, Spain
| | - David MacManus
- Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
| | - Frederik Barkhof
- Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
- University College London Hospitals, Biomedical Research Centre, National Institute for Health and Care Research, London, UK
- Department of Radiology and Nuclear Medicine, VU University Medical Centre Amsterdam, Amsterdam, Noord-Holland, Netherlands
| | - Siddharthan Chandran
- The University of Edinburgh Centre for Clinical Brain Sciences, Edinburgh, Edinburgh, UK
| | - Christopher J Weir
- Edinburgh Clinical Trials Unit, The University of Edinburgh, Usher Institute of Population Health Sciences and Informatics, Edinburgh, UK
| | - Ahmed Toosy
- Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
| | - Jeremy Chataway
- Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
- University College London Hospitals, Biomedical Research Centre, National Institute for Health and Care Research, London, UK
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Collaborators
Jeremy Chataway, Claudia A M Gandini Wheeler-Kingshott, Floriana De Angelis, Domenico Plantone, Anisha Doshi, Nevin John, Thomas Williams, Jonathan Stutters, Ferran Prados, David MacManus, Frederik Barkhof, Sebastien Ourselin, Marie Braisher, Tiggy Beyene, Vanessa Bassan, Alvin Zapata, Siddharthan Chandran, Peter Connick, Dawn Lyle, James Cameron, Daisy Mollison, Shuna Colville, Baljean Dhillon, Christopher J Weir, Richard A Parker, Moira Ross, Gina Cranswick, Allan Walker, Lorraine Smith, Gavin Giovannoni, Sharmilee Gnanapavan, Richard Nicholas, Waqar Rashid, Julia Aram, Helen Ford, Sue H Pavitt, James Overell, Carolyn Young, Heinke Arndt, Martin Duddy, Joe Guadagno, Nikolaos Evangelou, Matthew Craner, Jacqueline Palace, Jeremy Hobar, Basil Sharrack, David Paling, Clive Hawkins, Seema Kalra, Brendan McLean, Nigel Stallard, Roger Bastow,
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El Ayoubi NK, Bal MN, Metri N, El Sammak S, Baalbaki M, Gharios M, Fatfat A, Khoury SJ. Slower retinal thinning over a year predicts continuous NEDA status at follow-up in multiple sclerosis: A longitudinal OCT study. Mult Scler 2025; 31:782-792. [PMID: 40219952 DOI: 10.1177/13524585251332499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/14/2025]
Abstract
INTRODUCTION Retinal layer thickness measured by optical coherence tomography (OCT) correlates with disability and disease activity in multiple sclerosis (MS), yet there is scarce data on the ability of retinal OCT rates of change to predict subsequent continuous disease stability. AIMS To investigate whether the rate of change in retinal OCT measures during the first year of monitoring can predict maintenance of continuous "No evidence of disease activity" (c-NEDA) status in MS. METHODS We conducted a longitudinal study of people with MS (PwMS) from our observational cohort (AMIR) at the American University of Beirut. Cases included had at least three spectral-domain OCT scans at baseline, 12 months, and at the last visit. Mixed effects regression (controlling for age, sex, disease duration, EDSS, gap time from initiation of current DMT to first OCT scan, type of DMT, and history of optic neuritis per eye) was performed to explore the differences between the annualized changes in retinal layer thicknesses (microns/year) during the first year in the c-NEDA group compared to those with evidence of disease activity (EDA) at any point during follow-up. RESULTS In total, 222 eyes of 111 RRMS cases (67 females, 60.4%) were included and followed up clinically for a median (min-max) of 5.24 (3-8.64) years. During the study period, 51 (45.9%) cases maintained c-NEDA, and 60 (54.1%) had EDA. In regression models, EDA cases had greater mean retinal thinning rates during the first year of observation compared to c-NEDA cases with an annualized loss (microns/year) in pRNFL of -1.84 versus 0.03 (p < 0.0001); in macular RNFL -1.86 versus -0.76 (p < 0.0001); in GCIPL -0.13 versus 0.53 (p = 0.008); and in retinal thickness -3.81 versus -1.06 (p < 0.0001). CONCLUSION Our data support the potential value of retinal OCT in prospectively identifying PwMS likely to maintain c-NEDA status versus EDA during follow-up, guiding proactive treatment strategies.
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Affiliation(s)
- Nabil K El Ayoubi
- Department of Neurology, Nehme and Therese Tohme Multiple Sclerosis Center, American University of Beirut, Beirut, Lebanon
| | - Mark N Bal
- Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | | | - Sally El Sammak
- Department of Neurology, School of Medicine, Emory University, Atlanta, GA, USA
| | - Marwa Baalbaki
- The Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Maria Gharios
- Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Adnan Fatfat
- Faculty of Medicine, American University of Beirut, Beirut, Lebanon
| | - Samia J Khoury
- Department of Neurology, Nehme and Therese Tohme Multiple Sclerosis Center, American University of Beirut, Beirut, Lebanon
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Bsteh G, Dal-Bianco A, Krajnc N, Berger T. Biomarkers of Progression Independent of Relapse Activity-Can We Actually Measure It Yet? Int J Mol Sci 2025; 26:4704. [PMID: 40429847 PMCID: PMC12112593 DOI: 10.3390/ijms26104704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2025] [Revised: 05/11/2025] [Accepted: 05/13/2025] [Indexed: 05/29/2025] Open
Abstract
Progression independent of relapse activity (PIRA) is increasingly recognized as a key driver of disability in multiple sclerosis (MS). However, the concept of PIRA remains elusive, with uncertainty surrounding its definition, underlying mechanisms, and methods of quantification. This review examines the current landscape of biomarkers used to predict and measure PIRA, focusing on clinical, imaging, and body fluid biomarkers. Clinical disability scores such as the Expanded Disability Status Scale (EDSS) are widely used, but may lack sensitivity in capturing subtle relapse-independent progression. Imaging biomarkers, including MRI-derived metrics (brain and spinal cord volume loss, chronic active lesions) and optical coherence tomography (OCT) parameters (retinal nerve fiber layer and ganglion cell-inner plexiform layer thinning), offer valuable insights, but often reflect both inflammatory and neurodegenerative processes. Body fluid biomarkers, such as neurofilament light chain (NfL) and glial fibrillary acidic protein (GFAP), are promising indicators of axonal damage and glial activation, but their specificity for PIRA remains limited. This review emphasizes the distinction between predicting PIRA-identifying individuals at risk of future progression-and measuring ongoing PIRA-related disability in real time. We highlight the limitations of current biomarkers in differentiating PIRA from relapse-associated activity and call for a clearer conceptual framework to guide future research. Advancing the precision and utility of PIRA biomarkers will require multimodal approaches, longitudinal studies, and standardized protocols to enable their clinical integration and to improve personalized MS management.
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Affiliation(s)
- Gabriel Bsteh
- Department of Neurology, Medical University of Vienna, 1090 Wien, Austria; (G.B.); (A.D.-B.); (N.K.)
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, 1090 Wien, Austria
| | - Assunta Dal-Bianco
- Department of Neurology, Medical University of Vienna, 1090 Wien, Austria; (G.B.); (A.D.-B.); (N.K.)
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, 1090 Wien, Austria
| | - Nik Krajnc
- Department of Neurology, Medical University of Vienna, 1090 Wien, Austria; (G.B.); (A.D.-B.); (N.K.)
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, 1090 Wien, Austria
| | - Thomas Berger
- Department of Neurology, Medical University of Vienna, 1090 Wien, Austria; (G.B.); (A.D.-B.); (N.K.)
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, 1090 Wien, Austria
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Mallery RM. Ocular Imaging and Electrophysiology. Continuum (Minneap Minn) 2025; 31:356-380. [PMID: 40179400 DOI: 10.1212/con.0000000000001543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2025]
Abstract
OBJECTIVE This article describes how ocular imaging techniques and electrophysiology studies aid in the localization, diagnosis, and management of disorders affecting vision. LATEST DEVELOPMENT The retina and optic nerve are functionally and embryologically part of the central nervous system, and they are the exceptional parts of the brain that can be directly examined by the neurologist or ophthalmologist (through the fundus examination). Ocular imaging techniques including fundus photography, optical coherence tomography (OCT), retinal angiography, and orbital ultrasound allow more detailed assessments of the retina and optic nerve. In some settings, nonmydriatic fundus photography can provide more accurate assessments than direct ophthalmoscopy. OCT allows high-resolution imaging of retinal and optic nerve structures. Combined with automated segmentation algorithms to allow for the measurement of retinal nerve fiber layer and macular ganglion cell layer thicknesses, clinicians and investigators can determine how these layers are affected in optic neuropathies and some neurodegenerative disorders. Electrophysiologic studies provide complementary information to ocular imaging modalities. Electroretinography assesses the function primarily of photoreceptor rods and cones, whereas visual evoked potentials assess primarily optic nerve function. ESSENTIAL POINTS Ocular imaging and electrophysiology techniques aid in diagnosing and managing neuro-ophthalmic disorders and are increasingly accessible to neurologists.
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Zahavi O, Nilsson M, Manouchehrinia A, Brautaset R, Kockum I, Venkataraman AP, Dominguez-Vicent A. Macular inner retinal layers in multiple sclerosis. Front Neurol 2025; 16:1549091. [PMID: 40236891 PMCID: PMC11997350 DOI: 10.3389/fneur.2025.1549091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2024] [Accepted: 03/14/2025] [Indexed: 04/17/2025] Open
Abstract
Aim To evaluate the structural changes of individual inner retinal layers in the macular area and identify the most affected layer in subgroups of multiple sclerosis (MS) patients compared to healthy controls (HC). Methods In total, Optical coherence tomography (OCT) data from 507 MS patients and 183 HC were exported retrospectively. The MS patients were grouped according to MS sub-types, primary progressive (PP), Relapsing-Remitting (RR) and Secondary progressive (SP). Thickness of four inner retinal layers, the macula nerve fiber layer (NFL), ganglion cell layer (GCL), inner plexiform layer (IPL) and the inner nuclear layer (INL) were evaluated in nine sectors based on the Early Treatment Diabetic Retinopathy Study (ETDRS) map. The individual layer thickness measurements were compared between each MS subtype and HC while controlling for the potential confounding effects of age, sex, and previous history of ON. Results The NFL was thinner in all inferior, superior, and nasal sectors in all MS subgroups. The thinning was more pronounced in the PP and SP groups. The thinning varied between 3 to 20% compared to HC. The GCL was also thinner, especially in the inner sectors of the ETDRS grid. The SP subgroup had the largest reduction (27.8%) in the inner nasal sector. The IPL was also reduced in all MS subgroups. In contrast to PP and SP groups, the RR group showed an increased INL thickness compared to HC in the inner sectors. Conclusion Macular region is suitable for monitoring the neurodegeneration in MS. The macular NFL seems to have the strongest association with MS disease and may serve as a marker for global atrophy. The pattern of IPL reduction tends to follow the GCL, so these layers can be measured combined.
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Affiliation(s)
- Ori Zahavi
- Unit of Optometry, Division of Eye and Vision, Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Maria Nilsson
- Unit of Optometry, Division of Eye and Vision, Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Ali Manouchehrinia
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Rune Brautaset
- Unit of Optometry, Division of Eye and Vision, Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Ingrid Kockum
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Centrum for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Abinaya P. Venkataraman
- Unit of Optometry, Division of Eye and Vision, Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Alberto Dominguez-Vicent
- Unit of Optometry, Division of Eye and Vision, Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
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Filippatou A, Theodorou A, Stefanou MI, Tzanetakos D, Kitsos D, Moschovos C, Koutsouraki E, Tzartos JS, Giannopoulos S, Voumvourakis K, Tsivgoulis G. Optical coherence tomography and angiography in multiple sclerosis: A systematic review and meta-analysis. J Neurol Sci 2025; 470:123422. [PMID: 39954575 DOI: 10.1016/j.jns.2025.123422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2024] [Revised: 02/06/2025] [Accepted: 02/09/2025] [Indexed: 02/17/2025]
Abstract
BACKGROUND AND OBJECTIVES Anterior visual pathway involvement is common in multiple sclerosis (MS) and optical coherence tomography (OCT) can be utilized to examine the integrity of the ganglion cell axons (peri-papillary retinal nerve fiber layer; pRNFL) and cell bodies (ganglion cell & inner plexiform layer; GCIPL). OCT angiography (OCTA) can be used to investigate the retinal microvasculature. In this systematic review and meta-analysis, we synthesized OCT and OCTA findings in MS. METHODS We identified studies that performed OCT and OCTA in people with MS and included data permitting at least one of the following comparisons: 1) MS optic neuritis (MS-ON) vs healthy-control (HC) eyes; 2) MS non-ON (MS-NON) vs HC eyes; and 3) MS-ON vs MS-NON eyes. RESULTS The OCT meta-analysis included 170 studies and 8542 HC, 5529 MS-ON, and 14,822 MS-NON eyes. MS-ON and MS-NON eyes had lower pRNFL and GCIPL thickness compared to HC. There was no difference in inner nuclear layer (INL) thickness between HC and MS; INL was thicker in MS-ON compared to MS-NON eyes. The OCTA meta-analysis included 24 studies and 1344 HC, 505 MS-ON, and 1168 MS-NON eyes. MS-ON and MS-NON eyes had lower peripapillary vessel density and macular superficial vessel density compared to HC. We also summarized 12 studies evaluating the diagnostic yield of inter-eye differences in OCT measurements for detecting unilateral optic nerve involvement. CONCLUSIONS OCT allows for reliable quantification of retinal neuro-axonal damage in MS. In our review, we highlight studies demonstrating that OCT can establish robust thresholds for detecting unilateral optic nerve involvement.
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Affiliation(s)
- Angeliki Filippatou
- Second Department of Neurology, "Attikon" University Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece; Department of Neurology, Johns Hopkins Hospital, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - Aikaterini Theodorou
- Second Department of Neurology, "Attikon" University Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Maria-Ioanna Stefanou
- Second Department of Neurology, "Attikon" University Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece; Department of Neurology and Stroke, University of Tübingen, Tübingen, Germany; Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Dimitrios Tzanetakos
- Second Department of Neurology, "Attikon" University Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Dimitrios Kitsos
- Second Department of Neurology, "Attikon" University Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Christos Moschovos
- Second Department of Neurology, "Attikon" University Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Effrosyni Koutsouraki
- First Department of Neurology, "AHEPA" University Hospital, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - John S Tzartos
- Second Department of Neurology, "Attikon" University Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Sotirios Giannopoulos
- Second Department of Neurology, "Attikon" University Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Konstantinos Voumvourakis
- Second Department of Neurology, "Attikon" University Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Georgios Tsivgoulis
- Second Department of Neurology, "Attikon" University Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
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Mirmosayyeb O, Yazdan Panah M, Moases Ghaffary E, Vaheb S, Mahmoudi F, Shaygannejad V, Lincoff N, Jakimovski D, Zivadinov R, Weinstock-Guttman B. The relationship between optical coherence tomography and magnetic resonance imaging measurements in people with multiple sclerosis: A systematic review and meta-analysis. J Neurol Sci 2025; 470:123401. [PMID: 39874745 DOI: 10.1016/j.jns.2025.123401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Revised: 01/19/2025] [Accepted: 01/20/2025] [Indexed: 01/30/2025]
Abstract
BACKGROUND Several studies show that optical coherence tomography (OCT) metrics e with cognition, disability, and brain structure in people with multiple sclerosis (PwMS). This review the correlation between OCT parameters and magnetic resonance imaging (MRI) measurements in PwMS. METHODS A comprehensive search of PubMed/MEDLINE, Embase, Scopus, and Web of Science was performed, including studies published in English up to November 29, 2024 to identify studies reporting quantitative data on the correlation between baseline OCT parameters and MRI measurements in PwMS. The meta-analysis was performed using R software version 4.4.0. RESULTS From 4931 studies, 68 studies on 6168 PwMS (67.4 % female) were included. The most significant correlations were found between peripapillary retinal nerve fiber layer (pRNFL) thickness and lower T1 lesion volume r = -0.42 (95 % CI: -0.52 to -0.31, p-value <0.001, I2 = 24 %), greater thalamic volume r = 0.39 (95 % CI: 0.17 to 0.61, p-value <0.001, I2 = 81 %), and lower T2 lesion volume r = -0.37 (95 % CI: -0.54 to -0.21, p-value <0.001, I2 = 85 %), respectively. Additionally, lower macular ganglion cell-inner plexiform layer (mGCIPL) thickness showed the most significant correlations with positive and lower thalamic volume r = 0.37 (95 % CI: 0.1 to 0.64, p-value = 0.008, I2 = 88 %), and positive and lower grey matter volume (GMV) 0.33 (95 % CI: 0.15 to 0.52, p-value <0.001, I2 = 81 %), respectively. CONCLUSION pRNFL and mGCIPL thickness are correlated with MRI measurements, suggesting that OCT can serve as a non-invasive, cost-effective, and complementary tool to MRI for enhancing the exploring of brain structural changes in PwMS.
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Affiliation(s)
- Omid Mirmosayyeb
- Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA.
| | - Mohammad Yazdan Panah
- Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | | | - Saeed Vaheb
- Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Farhad Mahmoudi
- Department of Neurology, University of Miami, Miami, FL 33136, USA
| | - Vahid Shaygannejad
- Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Norah Lincoff
- Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Dejan Jakimovski
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA; Wynn Hospital, Mohawk Valley Health System, Utica, NY, USA
| | - Robert Zivadinov
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA; Center for Biomedical Imaging at the Clinical Translational Science Institute, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Bianca Weinstock-Guttman
- Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
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9
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Stolowy N, Gutmann L, Lüpke M, David T, Dorr M, Mayer C, Heesen C, Oertel FC, Lin TY, Paul F, Zimmermann HG, Stellmann JP. OCT-Based Retina Assessment Reflects Visual Impairment in Multiple Sclerosis. Invest Ophthalmol Vis Sci 2025; 66:39. [PMID: 39946137 PMCID: PMC11827617 DOI: 10.1167/iovs.66.2.39] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Accepted: 01/14/2025] [Indexed: 02/16/2025] Open
Abstract
Purpose To explore the relationship between visual performance and retinal morphology as assessed by optical coherence tomography (OCT), and the ability of OCT to reflect visual impairment in people with multiple sclerosis (PwMS) compared with healthy controls (HC). Methods We gathered data from two neurology referral centers on PwMS and HC. Neurological and ophthalmological assessments, including OCT, high-contrast visual acuity (HCVA) and low-contrast visual acuity (LCVA), area under the log contrast sensitivity function (AULCSF), and vision-related quality of life (National Eye Institute Visual Function Questionnaire), were conducted between 2018 and 2020, with follow-up at 1 year. Results A total of 137 PwMS (271 eyes) and 118 HC (236 eyes) were available for analysis. The peripapillary retinal nerve fiber layer (pRNFL) and the macular ganglion cell layer and inner plexiform layer volume (mGCIPL) volume were both reduced in PwMS (92 µm in PwMS vs 98 µm in HC [P < 0.001], 0.55 mm3 vs 0.62 mm3 [P < 0.001], respectively). A cutoff effect for visual impairment was observed in PwMS when pRNFL fell below 68.8 µm (HCVA), 71.4 µm (LCVA), and 72.6 µm (AULCSF). Using mixed effects models, the mGCIPL volume emerged as the variable most strongly associated with the AULCSF (P < 0.001). The AULCSF showed the strongest correlation with both pRNFL and mGCIPL (P < 0.001), with optic neuritis being a significant contributing factor (P < 0.001). Conclusions AULCSF outperformed standard HCVA and LCVA, closely reflecting retinal atrophy. mGCIPL loss showed stronger associations with vision tests and detected neurodegeneration without the cutoff effect seen in pRNFL, making it the best marker for neuronal atrophy.
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Affiliation(s)
- Natacha Stolowy
- APHM, Hopital de la Conception, Department of Ophthalmology, Marseille, France
- Aix Marseille University, CNRS, CRMBM, Marseille, France
| | - Lilija Gutmann
- Institute of Neuroimmunology and Multiple Sclerosis, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Margareta Lüpke
- Institute of Neuroimmunology and Multiple Sclerosis, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Thierry David
- APHM, Hopital de la Conception, Department of Ophthalmology, Marseille, France
- Aix Marseille University, CNRS, Marseille, France
| | | | - Christina Mayer
- Institute of Neuroimmunology and Multiple Sclerosis, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Christoph Heesen
- Institute of Neuroimmunology and Multiple Sclerosis, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Frederike Cosima Oertel
- Experimental and Clinical Research Center, Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Neuroscience Clinical Research Center, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Department of Neurology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Ting-Yi Lin
- Experimental and Clinical Research Center, Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Department of Neurology, Johns Hopkins University, Baltimore, Maryland, United States
| | - Friedemann Paul
- Experimental and Clinical Research Center, Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Neuroscience Clinical Research Center, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Department of Neurology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Hanna Gwendolyn Zimmermann
- Experimental and Clinical Research Center, Max Delbrück Center for Molecular Medicine and Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Neuroscience Clinical Research Center, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Department of Neurology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Einstein Center Digital Future, Berlin, Germany
| | - Jan-Patrick Stellmann
- Aix Marseille University, CNRS, CRMBM, Marseille, France
- Institute of Neuroimmunology and Multiple Sclerosis, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- APHM, Hopital de la Timone, CEMEREM, Marseille, France
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Bsteh G, Hegen H, Krajnc N, Föttinger F, Altmann P, Auer M, Berek K, Kornek B, Leutmezer F, Macher S, Monschein T, Ponleitner M, Rommer P, Schmied C, Zebenholzer K, Zulehner G, Zrzavy T, Deisenhammer F, Di Pauli F, Pemp B, Berger T. Retinal thinning differentiates treatment effects in relapsing multiple sclerosis below the clinical threshold. Ann Clin Transl Neurol 2025; 12:345-354. [PMID: 39686570 PMCID: PMC11822785 DOI: 10.1002/acn3.52279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2024] [Accepted: 11/26/2024] [Indexed: 12/18/2024] Open
Abstract
OBJECTIVE To investigate retinal layer thinning as a biomarker of disease-modifying treatment (DMT) effects in relapsing multiple sclerosis (RMS). METHODS From an ongoing prospective observational study, we included patients with RMS, who (i) had an optical coherence tomography (OCT) scan within 6 to 12 months after DMT start (rebaseline) and ≥1 follow-up OCT ≥12 months after rebaseline and (ii) adhered to DMT during follow-up. Differences between DMT in thinning of peripapillary-retinal-nerve-fiber-layer (pRNFL) and macular ganglion cell-plus-inner plexiform-layer (GCIPL) were analyzed using mixed-effects linear regression. Eyes suffering optic neuritis during follow-up were excluded. RESULTS We included 291 RMS patients (mean age 30.8 years [SD 7.9], 72.9% female, median disease duration 9 months [range 6-94], median rebaseline-to-last-follow-up-interval 32 months [12-82]). Mean annualized rates of retinal layer thinning (%/year) in reference to DMF (n = 84, GCIPL 0.28, pRNFL 0.53) were similar under TERI (n = 18, GCIPL 0.34, pRNFL 0.59), GLAT (n = 24, GCIPL 0.32, pRNFL 0.56), and IFNb (n = 13, GCIPL 0.33, pRNFL 0.60) were slightly lower under S1PM (n = 27, GCIPL 0.19, pRNFL 0.42) and CLA (n = 23, GCIPL 0.20, pRNFL 0.42), and were significantly lower under NTZ (n = 47, GCIPL 0.09, pRNFL 0.24; both p < 0.001) and antiCD20 (n = 55, GCIPL 0.10, pRNFL 0.23; both p < 0.001). In patients achieving NEDA-2, observed thinning rates were lower overall, but still significantly lower under NTZ and antiCD20. INTERPRETATION Applying a rebaselining concept, retinal layer thinning differentiates DMT effects even in clinically stable patients and, thus, might be a useful biomarker to monitor DMT efficacy on subclinical neuroaxonal degeneration-at least on a group level.
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Affiliation(s)
- Gabriel Bsteh
- Department of NeurologyMedical University of ViennaViennaAustria
- Comprehensive Center for Clinical Neurosciences and Mental HealthMedical University of ViennaViennaAustria
| | - Harald Hegen
- Department of NeurologyMedical University of InnsbruckInnsbruckAustria
| | - Nik Krajnc
- Department of NeurologyMedical University of ViennaViennaAustria
- Comprehensive Center for Clinical Neurosciences and Mental HealthMedical University of ViennaViennaAustria
| | - Fabian Föttinger
- Department of NeurologyMedical University of ViennaViennaAustria
- Comprehensive Center for Clinical Neurosciences and Mental HealthMedical University of ViennaViennaAustria
| | - Patrick Altmann
- Department of NeurologyMedical University of ViennaViennaAustria
- Comprehensive Center for Clinical Neurosciences and Mental HealthMedical University of ViennaViennaAustria
| | - Michael Auer
- Department of NeurologyMedical University of InnsbruckInnsbruckAustria
| | - Klaus Berek
- Department of NeurologyMedical University of InnsbruckInnsbruckAustria
| | - Barbara Kornek
- Department of NeurologyMedical University of ViennaViennaAustria
- Comprehensive Center for Clinical Neurosciences and Mental HealthMedical University of ViennaViennaAustria
| | - Fritz Leutmezer
- Department of NeurologyMedical University of ViennaViennaAustria
- Comprehensive Center for Clinical Neurosciences and Mental HealthMedical University of ViennaViennaAustria
| | - Stefan Macher
- Department of NeurologyMedical University of ViennaViennaAustria
- Comprehensive Center for Clinical Neurosciences and Mental HealthMedical University of ViennaViennaAustria
| | - Tobias Monschein
- Department of NeurologyMedical University of ViennaViennaAustria
- Comprehensive Center for Clinical Neurosciences and Mental HealthMedical University of ViennaViennaAustria
| | - Markus Ponleitner
- Department of NeurologyMedical University of ViennaViennaAustria
- Comprehensive Center for Clinical Neurosciences and Mental HealthMedical University of ViennaViennaAustria
| | - Paulus Rommer
- Department of NeurologyMedical University of ViennaViennaAustria
- Comprehensive Center for Clinical Neurosciences and Mental HealthMedical University of ViennaViennaAustria
| | - Christiane Schmied
- Department of NeurologyMedical University of ViennaViennaAustria
- Comprehensive Center for Clinical Neurosciences and Mental HealthMedical University of ViennaViennaAustria
| | - Karin Zebenholzer
- Department of NeurologyMedical University of ViennaViennaAustria
- Comprehensive Center for Clinical Neurosciences and Mental HealthMedical University of ViennaViennaAustria
| | - Gudrun Zulehner
- Department of NeurologyMedical University of ViennaViennaAustria
- Comprehensive Center for Clinical Neurosciences and Mental HealthMedical University of ViennaViennaAustria
| | - Tobias Zrzavy
- Department of NeurologyMedical University of ViennaViennaAustria
- Comprehensive Center for Clinical Neurosciences and Mental HealthMedical University of ViennaViennaAustria
| | | | | | - Berthold Pemp
- Department of OphthalmologyMedical University of ViennaViennaAustria
| | - Thomas Berger
- Department of NeurologyMedical University of ViennaViennaAustria
- Comprehensive Center for Clinical Neurosciences and Mental HealthMedical University of ViennaViennaAustria
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Mirmosayyeb O, Weinstock-Guttman B, Zivadinov R, Jakimovski D. Anatomy-driven segmentation of parafoveal optical coherence tomography (OCT) measures may improve associations with clinical outcomes in multiple sclerosis. J Neurol 2025; 272:141. [PMID: 39812862 DOI: 10.1007/s00415-024-12866-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Revised: 12/11/2024] [Accepted: 12/15/2024] [Indexed: 01/16/2025]
Abstract
BACKGROUND Previous investigations on optical coherence tomography (OCT) in multiple sclerosis (MS) focused on generalizable macular and peri-papillary regions without considering the anatomic variations of the retinal layer thickness. OBJECTIVE This study aimed to assess the utility of parafoveal retinal layer thickness measured by OCT, underscoring its relationships with clinical outcomes in MS. METHODS In this cross-sectional study, 214 people with MS (pwMS) and 57 age- and sex-matched healthy controls (HCs) were enrolled. Spectral domain OCT evaluation using 1, 3, 6 mm Early Treatment Diabetic Retinopathy Study grid were conducted. The macular and parafoveal thickness (excluding the 1 mm foveal/umbo contribution) of the retinal nerve fiber layer (RNFL), ganglion cell-inner plexiform layer (GCIPL), ganglion cell layer (GCL), inner plexiform layer (IPL), and the peri-papillary RNFL (pRNFL) were measured. Multivariable step-wise logistic, linear and generalized estimating equation (GEE) regression models were used to assess the association between the OCT parameters and clinical MS outcomes. RESULTS The parafoveal RNFL thickness (d = 0.27, p = 0.023), GCL (d = 0.87, p < 0.001), IPL (d = 0.82, p < 0.001), and GCIPL (d = 0.85, p < 0.001) were all significantly lower in pwMS than HCs. Optic neuritis history [odds ratio (OR) = 0.84, p < 0.001] and progressive MS (PMS) status (OR = 0.92, p < 0.001) were both best predicted by parafoveal GCL. The Expanded Disability Status Scale (EDSS) was associated with the parafoveal thickness of GCL (standardized β = -0.472, p < 0.001) and pRNFL (standardized β = 0.187, p = 0.021). The parafoveal GCL thickness as predictor of MS disability was also confirmed by the GEE models. CONCLUSION This investigation supports the potential use of parafoveal OCT segmentation as an alternative assessment method in detecting neuroinflammatory and neurodegenerative processes in MS. Averaging of the parafoveal retinal layer thickness into the OCT measures may increase the sensitivity of the standard macular OCT segmentation outcomes. Further studies should aim at exploring the reproducibility of this OCT outcome and its longitudinal responsiveness.
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Affiliation(s)
- Omid Mirmosayyeb
- Jacobs Comprehensive MS Treatment and Research Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Bianca Weinstock-Guttman
- Jacobs Comprehensive MS Treatment and Research Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Robert Zivadinov
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, 100 High Street, Buffalo, NY, 14203, USA
- Center for Biomedical Imaging at the Clinical Translational Science Institute, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Dejan Jakimovski
- Jacobs Comprehensive MS Treatment and Research Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA.
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, 100 High Street, Buffalo, NY, 14203, USA.
- Wynn Hospital, Mohawk Valley Health System, Utica, NY, 13502, USA.
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12
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Adibi A, Adibi I, Javidan M. Effect of Different Treatments on Retinal Thickness Changes in Patients With Multiple Sclerosis: A Review. CNS Neurosci Ther 2025; 31:e70225. [PMID: 39853938 PMCID: PMC11759887 DOI: 10.1111/cns.70225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Revised: 01/02/2025] [Accepted: 01/08/2025] [Indexed: 01/26/2025] Open
Abstract
BACKGROUND Multiple sclerosis (MS) is an autoimmune disorder affecting the central nervous system, with varying clinical manifestations such as optic neuritis, sensory disturbances, and brainstem syndromes. Disease progression is monitored through methods like MRI scans, disability scales, and optical coherence tomography (OCT), which can detect retinal thinning, even in the absence of optic neuritis. MS progression involves neurodegeneration, particularly trans-synaptic degeneration, which extends beyond the initial injury site. This review focuses on the impact of different MS treatments on retinal thickness as assessed by OCT. RESULTS Injectable drugs, such as interferon beta and glatiramer acetate (GA), have a relatively modest impact on retinal atrophy. Oral medications like Fingolimod, Teriflunomide, and Dimethyl fumarate also have different impacts on retinal thickness. Fingolimod has been shown to protect against retinal thinning but may lead to macular edema. DMF-treated patients had less ganglion cell-inner plexiform layer thinning than GA-treated patients but more thinning compared to natalizumab-treated patients and healthy controls. Teriflunomide's impact on retinal layers remains unexplored in human studies. Monoclonal antibodies, including Alemtuzumab, Rituximab, Ocrelizumab, and Natalizumab, had protective effects on retinal layer atrophy. Alemtuzumab-treated patients showed significantly less atrophy compared to interferon- and GA-treated patients. Rituximab initially increased atrophy rates in the first months but subsequently demonstrated potential neuroprotective effects. Ocrelizumab slowed the rate of inner nuclear layer thinning in progressive forms of the disease. Natalizumab is considered the most effective in reducing retinal layer atrophy, particularly the peripapillary retinal nerve fiber layer. CONCLUSIONS It's important to note that the effectiveness of these treatments may vary depending on MS subtype and individual factors. Future research should explore the long-term effects of these treatments on retinal layers and their correlations with overall disease progression and disability in MS patients.
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Affiliation(s)
- Armin Adibi
- Department of NeurologyIsfahan University of Medical SciencesIsfahanIran
- Neuroscience Research CenterIsfahan University of Medical SciencesIsfahanIran
| | - Iman Adibi
- Department of NeurologyIsfahan University of Medical SciencesIsfahanIran
- Neuroscience Research CenterIsfahan University of Medical SciencesIsfahanIran
| | - Milad Javidan
- Department of NeurologyIsfahan University of Medical SciencesIsfahanIran
- Neuroscience Research CenterIsfahan University of Medical SciencesIsfahanIran
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13
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Toscano S, Chisari CG, Biondi A, Patti F. Early reduction of retinal thickness predicts physical and cognitive disability in newly diagnosed multiple sclerosis patients: results from a cross-sectional study. Neurol Sci 2024; 45:5385-5394. [PMID: 38951431 PMCID: PMC11470849 DOI: 10.1007/s10072-024-07664-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 06/18/2024] [Indexed: 07/03/2024]
Abstract
INTRODUCTION Retinal nerve fiber layer (RNFL) thickness is a promising biomarker of axonal loss and a potential outcome predictor in Multiple Sclerosis (MS). Cognitive impairment (CoI) exhibits a high prevalence in patients with MS (pwMS), even in the early phases of the disease. Our aim was to explore the role of RNFL thickness as a predictor of physical and cognitive disability in pwMS. METHODS All newly diagnosed pwMS referred to the MS centre of the University-Hospital "Policlinico-San Marco" between 2015-2019 were evaluated at baseline and at 3 years. RNFL and ganglion cell layer (GCL) thickness for right (r.e.) and left eyes (l.e.) were measured with Optical Coherence Tomography (OCT). Disability level and cognitive profile were assessed, using the Expanded Disability Status Scale (EDSS) and the Brief International Cognitive Assessment for Multiple Sclerosis (BICAMS) battery, respectively. RESULTS We consecutively enrolled 487 pwMS, including 68 (14.0%) with primary progressive MS (PPMS). At baseline, RNFL and GCL were bilaterally thinner in PPMS (r.e. 90.4 ± 12.7; l.e. 90.2 ± 13.5, and r.e. 80.1 ± 11.2; l.e. 80.3 ± 12.6, respectively) compared to relapsing-remitting MS (RRMS) (r.e. 94.6 ± 13.1; l.e. 94.3 ± 14.8, and r.e. 85.1 ± 9.5; l.e. 84.9 ± 9.3, respectively) (p < 0.01). Both groups exhibited reduced RNFL and GCL thickness, worse cognitive performance and higher EDSS scores at 3-years follow-up compared with baseline. RNFL thickness ≤ 88.0 μm was an independent predictor of CoI (OR = 5.32; 95% CI = 1.84-9.12; p = 0.02) and disability worsening (OR = 3.18; 95% CI = 1.21-10.33; p = 0.05). DISCUSSION RNFL thickness, as a biomarker of neurodegeneration, could be considered a predictive biomarker of cognitive degeneration and physical disability in MS.
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Affiliation(s)
- Simona Toscano
- Department "GF Ingrassia", Section of Neurosciences, Neurology Clinic, University of Catania, 9126, Catania, Italy
- Department of Biomedical and Biotechnological Sciences (BIOMETEC), University of Catania, Catania, Italy
| | - Clara Grazia Chisari
- Department "GF Ingrassia", Section of Neurosciences, Neurology Clinic, University of Catania, 9126, Catania, Italy
| | - Alice Biondi
- Department "GF Ingrassia", Section of Neurosciences, Neurology Clinic, University of Catania, 9126, Catania, Italy
| | - Francesco Patti
- Department "GF Ingrassia", Section of Neurosciences, Neurology Clinic, University of Catania, 9126, Catania, Italy.
- Department "GF Ingrassia", Section of Neurosciences, Multiple Sclerosis Center, Neurology Clinic, University of Catania, Via Santa Sofia 78, 95123, Catania, Italy.
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14
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Suh A, Hampel G, Vinjamuri A, Ong J, Kamran SA, Waisberg E, Paladugu P, Zaman N, Sarker P, Tavakkoli A, Lee AG. Oculomics analysis in multiple sclerosis: Current ophthalmic clinical and imaging biomarkers. Eye (Lond) 2024; 38:2701-2710. [PMID: 38858520 PMCID: PMC11427571 DOI: 10.1038/s41433-024-03132-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 03/18/2024] [Accepted: 05/07/2024] [Indexed: 06/12/2024] Open
Abstract
Multiple Sclerosis (MS) is a chronic autoimmune demyelinating disease of the central nervous system (CNS) characterized by inflammation, demyelination, and axonal damage. Early recognition and treatment are important for preventing or minimizing the long-term effects of the disease. Current gold standard modalities of diagnosis (e.g., CSF and MRI) are invasive and expensive in nature, warranting alternative methods of detection and screening. Oculomics, the interdisciplinary combination of ophthalmology, genetics, and bioinformatics to study the molecular basis of eye diseases, has seen rapid development through various technologies that detect structural, functional, and visual changes in the eye. Ophthalmic biomarkers (e.g., tear composition, retinal nerve fibre layer thickness, saccadic eye movements) are emerging as promising tools for evaluating MS progression. The eye's structural and embryological similarity to the brain makes it a potentially suitable assessment of neurological and microvascular changes in CNS. In the advent of more powerful machine learning algorithms, oculomics screening modalities such as optical coherence tomography (OCT), eye tracking, and protein analysis become more effective tools aiding in MS diagnosis. Artificial intelligence can analyse larger and more diverse data sets to potentially discover new parameters of pathology for efficiently diagnosing MS before symptom onset. While there is no known cure for MS, the integration of oculomics with current modalities of diagnosis creates a promising future for developing more sensitive, non-invasive, and cost-effective approaches to MS detection and diagnosis.
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Affiliation(s)
- Alex Suh
- Tulane University School of Medicine, New Orleans, LA, USA.
| | - Gilad Hampel
- Tulane University School of Medicine, New Orleans, LA, USA
| | | | - Joshua Ong
- Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Sharif Amit Kamran
- Human-Machine Perception Laboratory, Department of Computer Science and Engineering, University of Nevada, Reno, Reno, NV, USA
| | - Ethan Waisberg
- University College Dublin School of Medicine, Belfield, Dublin, Ireland
| | - Phani Paladugu
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA
| | - Nasif Zaman
- Human-Machine Perception Laboratory, Department of Computer Science and Engineering, University of Nevada, Reno, Reno, NV, USA
| | - Prithul Sarker
- Human-Machine Perception Laboratory, Department of Computer Science and Engineering, University of Nevada, Reno, Reno, NV, USA
| | - Alireza Tavakkoli
- Human-Machine Perception Laboratory, Department of Computer Science and Engineering, University of Nevada, Reno, Reno, NV, USA
| | - Andrew G Lee
- Center for Space Medicine, Baylor College of Medicine, Houston, TX, USA
- Department of Ophthalmology, Blanton Eye Institute, Houston Methodist Hospital, Houston, TX, USA
- The Houston Methodist Research Institute, Houston Methodist Hospital, Houston, TX, USA
- Departments of Ophthalmology, Neurology, and Neurosurgery, Weill Cornell Medicine, New York, NY, USA
- Department of Ophthalmology, University of Texas Medical Branch, Galveston, TX, USA
- University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Texas A&M College of Medicine, Galveston, TX, USA
- Department of Ophthalmology, The University of Iowa Hospitals and Clinics, Iowa City, IA, USA
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15
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Comi G, Dalla Costa G, Stankoff B, Hartung HP, Soelberg Sørensen P, Vermersch P, Leocani L. Assessing disease progression and treatment response in progressive multiple sclerosis. Nat Rev Neurol 2024; 20:573-586. [PMID: 39251843 DOI: 10.1038/s41582-024-01006-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/30/2024] [Indexed: 09/11/2024]
Abstract
Progressive multiple sclerosis poses a considerable challenge in the evaluation of disease progression and treatment response owing to its multifaceted pathophysiology. Traditional clinical measures such as the Expanded Disability Status Scale are limited in capturing the full scope of disease and treatment effects. Advanced imaging techniques, including MRI and PET scans, have emerged as valuable tools for the assessment of neurodegenerative processes, including the respective role of adaptive and innate immunity, detailed insights into brain and spinal cord atrophy, lesion dynamics and grey matter damage. The potential of cerebrospinal fluid and blood biomarkers is increasingly recognized, with neurofilament light chain levels being a notable indicator of neuro-axonal damage. Moreover, patient-reported outcomes are crucial for reflecting the subjective experience of disease progression and treatment efficacy, covering aspects such as fatigue, cognitive function and overall quality of life. The future incorporation of digital technologies and wearable devices in research and clinical practice promises to enhance our understanding of functional impairments and disease progression. This Review offers a comprehensive examination of these diverse evaluation tools, highlighting their combined use in accurately assessing disease progression and treatment efficacy in progressive multiple sclerosis, thereby guiding more effective therapeutic strategies.
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Affiliation(s)
- Giancarlo Comi
- Department of Neurorehabilitation Sciences, Casa di Cura Igea, Milan, Italy.
| | | | - Bruno Stankoff
- Sorbonne Université, Paris Brain Institute, Institut du Cerveau et de la Moelle Épinière, Centre National de la Recherche Scientifique, Inserm, Paris, France
| | - Hans-Peter Hartung
- Brain and Mind Center, University of Sydney, Sydney, Australia
- Department of Neurology, Palacky University Olomouc, Olomouc, Czech Republic
- Department of Neurology, Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany
| | - Per Soelberg Sørensen
- Department of Neurology, Danish Multiple Sclerosis Center, University of Copenhagen, Rigshospitalet, Copenhagen, Denmark
| | - Patrick Vermersch
- University of Lille, Inserm U1172, Lille Neuroscience & Cognition, Centre Hospitalier Universitaire de Lille, Fédération Hospitalo-Universitaire Precision Medicine in Psychiatry, Lille, France
| | - Letizia Leocani
- Vita-Salute San Raffaele University, Milan, Italy
- Multiple Sclerosis Center, Casa di Cura Igea, Milan, Italy
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16
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El Ayoubi NK, Ismail A, Fahd F, Younes L, Chakra NA, Khoury SJ. Retinal optical coherence tomography measures in multiple sclerosis: a systematic review and meta-analysis. Ann Clin Transl Neurol 2024; 11:2236-2253. [PMID: 39073308 PMCID: PMC11537126 DOI: 10.1002/acn3.52165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Revised: 07/12/2024] [Accepted: 07/12/2024] [Indexed: 07/30/2024] Open
Abstract
Spectral domain-optical coherence tomography plays a crucial role in the early detection and monitoring of multiple sclerosis (MS) pathophysiology. We aimed to quantify differences in retinal layer measures among different groups of MS and explored different variables that correlate with retinal measures. This study was reported according PRISMA guidelines. A comprehensive search was done across PubMed, Embase, and Google Scholar. The mean difference in thickness of retinal layers and macular volume was assessed. Meta-regression was done to assess the sources of heterogeneity. A total of 100 articles were included in the meta-analyses. The peripapillary retinal nerve fiber layer (pRNFL) thickness significantly decreased in the MSON (MD: -16.44, P < 0.001), MSNON (MD: -6.97, P < 0.001), and PMS (MD: -11.35, P < 0.001) versus HC. The macular RNFL was lower among the MSON (MD: -6.24, P = 0.013) and MSNON (MD: -3.84, P <0.001) versus HC. Macular ganglion cell layer and inner plexiform layer (GCIPL) was thinner among MSON (MD: -14.83, P <0.001), MSNON (MD: -6.38, P < 0.001), and PMS (MD: -11.52, P < 0.001) compared with control eyes. Inner nuclear layer (INL) was higher in the MSON (MD: 0.49, P < 0.001) versus HC. Outer nuclear layer (ONL) thickness significantly lower in the MSNON (MD: -1.15, P = 0.019) versus HC. Meta-regression showed that disease duration, age, EDSS score, and percentage of patients taking DMT are all negatively correlated with pRNFL and GCIPL thickness; however, female gender was correlated with less atrophy. As conclusion, the study highlights substantial thinning in the pRNFL and macular GCIPL between MS versus controls. INL as valuable parameter for capturing inflammatory disease activity.
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Affiliation(s)
- Nabil K. El Ayoubi
- Nehme and Therese Tohme Multiple Sclerosis Center, Department of NeurologyAmerican University of BeirutBeirutLebanon
| | - Ali Ismail
- Faculty of Medical SciencesLebanese UniversityBeirutLebanon
- Faculty of Medical Sciences, Neuroscience Research CenterLebanese UniversityBeirutLebanon
| | - Fares Fahd
- Nehme and Therese Tohme Multiple Sclerosis Center, Department of NeurologyAmerican University of BeirutBeirutLebanon
| | - Lama Younes
- Nehme and Therese Tohme Multiple Sclerosis Center, Department of NeurologyAmerican University of BeirutBeirutLebanon
| | - Nour A. Chakra
- Nehme and Therese Tohme Multiple Sclerosis Center, Department of NeurologyAmerican University of BeirutBeirutLebanon
| | - Samia J. Khoury
- Nehme and Therese Tohme Multiple Sclerosis Center, Department of NeurologyAmerican University of BeirutBeirutLebanon
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17
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Bsteh G, Hegen H, Krajnc N, Föttinger F, Altmann P, Auer M, Berek K, Kornek B, Leutmezer F, Macher S, Monschein T, Ponleitner M, Rommer P, Schmied C, Zebenholzer K, Zulehner G, Zrzavy T, Deisenhammer F, Di Pauli F, Pemp B, Berger T. Retinal layer thinning for monitoring disease-modifying treatment in relapsing multiple sclerosis-Evidence for applying a rebaselining concept. Mult Scler 2024; 30:1128-1138. [PMID: 39109593 DOI: 10.1177/13524585241267257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/30/2024]
Abstract
BACKGROUND Employing a rebaselining concept may reduce noise in retinal layer thinning measured by optical coherence tomography (OCT). METHODS From an ongoing prospective observational study, we included patients with relapsing multiple sclerosis (RMS), who had OCT scans at disease-modifying treatment (DMT) start (baseline), 6-12 months after baseline (rebaseline), and ⩾12 months after rebaseline. Mean annualized percent loss (aL) rates (%/year) were calculated both from baseline and rebaseline for peripapillary-retinal-nerve-fiber-layer (aLpRNFLbaseline/aLpRNFLrebaseline) and macular-ganglion-cell-plus-inner-plexiform-layer (aLGCIPLbaseline/aLGCIPLrebaseline) by mixed-effects linear regression models. RESULTS We included 173 RMS patients (mean age 31.7 years (SD 8.8), 72.8% female, median disease duration 15 months (12-94) median baseline-to-last-follow-up-interval 37 months (18-71); 56.6% moderately effective DMT (M-DMT), 43.4% highly effective DMT (HE-DMT)). Both mean aLpRNFLbaseline and aLGCIPLbaseline significantly increased in association with relapse (0.51% and 0.26% per relapse, p < 0.001, respectively) and disability worsening (1.10% and 0.48%, p < 0.001, respectively) before baseline, but not with DMT class. Contrarily, neither aLpRNFLrebaseline nor aLGCIPLrebaseline was dependent on relapse or disability worsening before baseline, while HE-DMT significantly lowered aLpRNFLrebaseline (by 0.31%, p < 0.001) and aLGCIPLrebaseline (0.25%, p < 0.001) compared with M-DMT. CONCLUSIONS Applying a rebaselining concept significantly improves differentiation of DMT effects on retinal layer thinning by avoiding carry-over confounding from previous disease activity.
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Affiliation(s)
- Gabriel Bsteh
- Department of Neurology, Medical University of Vienna, Vienna, Austria; Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Harald Hegen
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Nik Krajnc
- Department of Neurology, Medical University of Vienna, Vienna, Austria; Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Fabian Föttinger
- Department of Neurology, Medical University of Vienna, Vienna, Austria; Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Patrick Altmann
- Department of Neurology, Medical University of Vienna, Vienna, Austria; Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Michael Auer
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Klaus Berek
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Barbara Kornek
- Department of Neurology, Medical University of Vienna, Vienna, Austria; Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Fritz Leutmezer
- Department of Neurology, Medical University of Vienna, Vienna, Austria; Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Stefan Macher
- Department of Neurology, Medical University of Vienna, Vienna, Austria; Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Tobias Monschein
- Department of Neurology, Medical University of Vienna, Vienna, Austria; Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Markus Ponleitner
- Department of Neurology, Medical University of Vienna, Vienna, Austria; Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Paulus Rommer
- Department of Neurology, Medical University of Vienna, Vienna, Austria; Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Christiane Schmied
- Department of Neurology, Medical University of Vienna, Vienna, Austria; Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Karin Zebenholzer
- Department of Neurology, Medical University of Vienna, Vienna, Austria; Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Gudrun Zulehner
- Department of Neurology, Medical University of Vienna, Vienna, Austria; Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Tobias Zrzavy
- Department of Neurology, Medical University of Vienna, Vienna, Austria; Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | | | - Franziska Di Pauli
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Berthold Pemp
- Department of Ophthalmology and Optometry, Medical University of Vienna, Vienna, Austria
| | - Thomas Berger
- Department of Neurology, Medical University of Vienna, Vienna, Austria; Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
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Varmpompiti K, Chow G, Foster M, Kodali S, Prados F, Yiannakas MC, Kanber B, Burke A, Ogunbowale L, Davagnanam I, Toosy AT, Collorone S. Associations between cortical lesions, optic nerve damage, and disability at the onset of multiple sclerosis: insights into neurodegenerative processes. Mult Scler Relat Disord 2024; 83:105413. [PMID: 38215633 DOI: 10.1016/j.msard.2023.105413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 12/12/2023] [Accepted: 12/25/2023] [Indexed: 01/14/2024]
Abstract
BACKGROUND Multiple sclerosis cortical lesions are areas of demyelination and neuroaxonal loss. Retinal layer thickness, measured with optical coherence tomography (OCT), is an emerging biomarker of neuroaxonal loss. Studies have reported correlations between cortical lesions and retinal layer thinning in established multiple sclerosis, suggesting a shared pathophysiological process. Here, we assessed the correlation between cortical lesions and OCT metrics at the onset of multiple sclerosis, examining, for the first time, associations with physical or cognitive disability. OBJECTIVE To examine the relationship between cortical lesions, optic nerve and retinal layer thicknesses, and physical and cognitive disability at the first demyelinating event. METHODS Thirty-nine patients and 22 controls underwent 3T-MRI, optical coherence tomography, and clinical tests. We identified cortical lesions on phase-sensitive inversion recovery sequences, including occipital cortex lesions. We measured the estimated total intracranial volume and the white matter lesion volume. OCT metrics included peripapillary retinal nerve fibre layer (pRNFL), ganglion cell and inner plexiform layer (GCIPL) and inner nuclear layer (INL) thicknesses. RESULTS Higher total cortical and leukocortical lesion volumes correlated with thinner pRNFL (B = -0.0005, 95 % CI -0.0008 to -0.0001, p = 0.01; B = -0.0005, 95 % CI -0.0008 to -0.0001, p = 0.01, respectively). Leukocortical lesion number correlated with colour vision deficits (B = 0.58, 95 %CI 0.039 to 1,11, p = 0.036). Thinner GCIPL correlated with a higher Expanded Disability Status Scale (B = -0.06, 95 % CI -1.1 to -0.008, p = 0.026). MS diagnosis (n = 18) correlated with higher cortical and leukocortical lesion numbers (p = 0.004 and p = 0.003), thinner GCIPL (p = 0.029) and INL (p = 0.041). CONCLUSION The association between cortical lesions and axonal damage in the optic nerve reinforces the role of neurodegenerative processes in MS pathogenesis at onset.
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Affiliation(s)
- Kyriakoula Varmpompiti
- NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
| | - Geoffrey Chow
- Centre for Medical Image Computing (CMIC), Department of Medical Physics and Biomedical Engineering, University College London, London, UK
| | - Michael Foster
- NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
| | - Srikirti Kodali
- NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
| | - Ferran Prados
- NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK; Centre for Medical Image Computing (CMIC), Department of Medical Physics and Biomedical Engineering, University College London, London, UK; eHealth Center, Universitat Oberta de Catalunya, Barcelona, Spain
| | - Marios C Yiannakas
- NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
| | - Baris Kanber
- NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK; Centre for Medical Image Computing (CMIC), Department of Medical Physics and Biomedical Engineering, University College London, London, UK
| | | | | | - Indran Davagnanam
- Department of Brain Repair and Rehabilitation, University College London Institute of Neurology, Faculty of Brain Sciences, UCL, London, UK
| | - Ahmed T Toosy
- NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
| | - Sara Collorone
- NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK.
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19
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Riboni-Verri G, Chen BS, McMurran CE, Halliwell GJ, Brown JWL, Coles AJ, Cunniffe NG. Visual outcome measures in clinical trials of remyelinating drugs. BMJ Neurol Open 2024; 6:e000560. [PMID: 38389586 PMCID: PMC10882304 DOI: 10.1136/bmjno-2023-000560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 01/15/2024] [Indexed: 02/24/2024] Open
Abstract
One of the most promising approaches to delay, prevent or reverse disability progression in multiple sclerosis (MS) is to enhance endogenous remyelination and limit axonal degeneration. In clinical trials of remyelinating drugs, there is a need for reliable, sensitive and clinically relevant outcome measures. The visual pathway, which is frequently affected by MS, provides a unique model system to evaluate remyelination of acute and chronic MS lesions in vivo and non-invasively. In this review, we discuss the different measures that have been used and scrutinise visual outcome measure selection in current and future remyelination trials.
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Affiliation(s)
- Gioia Riboni-Verri
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
- Cambridge Clinical Vision Laboratory, University of Cambridge, Cambridge, UK
| | - Benson S Chen
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
- Cambridge Clinical Vision Laboratory, University of Cambridge, Cambridge, UK
| | - Christopher E McMurran
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
- Cambridge Clinical Vision Laboratory, University of Cambridge, Cambridge, UK
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Gregory J Halliwell
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - J William L Brown
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
- Clinical Outcomes Research Unit (CORe), University of Melbourne, Melborune, Melborune, Australia
| | - Alasdair J Coles
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
- Cambridge Clinical Vision Laboratory, University of Cambridge, Cambridge, UK
| | - Nick G Cunniffe
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
- Cambridge Clinical Vision Laboratory, University of Cambridge, Cambridge, UK
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20
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Sahan B, Koskderelioglu A, Akmaz O, Caglar U, Sahan M. The relationship between retinal neurodegenerative changes and overactive bladder syndrome in multiple sclerosis. Photodiagnosis Photodyn Ther 2023; 44:103802. [PMID: 37709239 DOI: 10.1016/j.pdpdt.2023.103802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Revised: 09/10/2023] [Accepted: 09/11/2023] [Indexed: 09/16/2023]
Abstract
INTRODUCTION This study aimed to compare the neuroaxonal damage of the optic nerve and retina in multiple sclerosis (MS) patients with and without overactive bladder (OAB). PATIENTS AND METHODS We included patients with MS, divided into two groups, based on the severity of OAB symptoms, as evaluated by the OAB-V8 questionnaire. The groups were compared in terms of each dial of the Expanded Disability Status Scale (EDSS), best-corrected visual acuity, intraocular pressure, peripapillary retinal nerve fiber layer (pRNFL) thickness, macular thickness, and macular ganglion cell-inner plexiform layer (mGCIPL) thickness. RESULTS The study involved a total of 120 eyes, 78 eyes from 43 female patients, and 42 from 22 male patients. There were 86 eyes (Group 1) with OAB-V8 score under 8 and there were 34 eyes (Group 2) with OAB-V8 score of 8 or over. EDSS median value was 1 (0-2) for Group 1 and 2 (0.8-3.3) for Group 2 (p = 0.004). A comparison of pRNFL thicknesses showed statistically significant lower average, superior, and inferior median values in Group 2. A comparison of mGCIPL thicknesses showed statistically significant lower values in Group 2 for superior, superonasal, inferotemporal, and superotemporal quadrants CONCLUSION: This study revealed, for MS patients without optic neuritis attacks, there was a higher incidence of OAB when the EDSS score was higher. There was a statistically significant relationship between the existence of OAB and thinning in both mGCIPL and pRNFL. The most relevant factor for OAB was found to be pRFNL inferior quadrant thinning.
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Affiliation(s)
- Berna Sahan
- Medicana International Izmir Hospital, Department of Ophthalmology, Izmir, Turkey.
| | - Asli Koskderelioglu
- HSU Izmir Bozyaka Training and Research Hospital, Department of Neurology, Izmir, Turkey
| | - Okan Akmaz
- HSU Izmir Bozyaka Training and Research Hospital, Department of Ophthalmology, Izmir, Turkey
| | - Ufuk Caglar
- HSU Haseki Training and Research Hospital, Department of Urology, Istanbul, Turkey
| | - Murat Sahan
- HSU Izmir Bozyaka Training and Research Hospital, Department of Urology, Izmir, Turkey
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21
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Mirmosayyeb O, Yazdan Panah M, Mokary Y, Ghaffary EM, Ghoshouni H, Zivadinov R, Weinstock-Guttman B, Jakimovski D. Optical coherence tomography (OCT) measurements and disability in multiple sclerosis (MS): A systematic review and meta-analysis. J Neurol Sci 2023; 454:120847. [PMID: 37924591 DOI: 10.1016/j.jns.2023.120847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Revised: 09/28/2023] [Accepted: 10/18/2023] [Indexed: 11/06/2023]
Abstract
BACKGROUND Studies have demonstrated that people with multiple sclerosis (pwMS) experience visual impairments and neurodegenerative retinal processes. The disability progression in pwMS may be associated with retinal changes assessed with optical coherence tomography (OCT). This meta-analysis aims at synthesizing the correlations between OCT measurements of disability in pwMS. METHODS We systematically searched four databases (PubMed/MEDLINE, Embase, Scopus, and Web of Science) from inception to November 2022, then conducted a meta-analysis using a random effects model to determine the pooled correlation coefficient(r) between OCT measurements and disability scales by R version 4.2.3 with the meta version 6.2-1 package. RESULTS From 3129 studies, 100 studies were included. Among 9051 pwMS, the female-to-male ratio was 3.15:1, with a mean age of 39.57 ± 6.07 years. The mean disease duration and Expanded Disability Status Scale (EDSS) were 8.5 ± 3.7 and 2.7 ± 1.1, respectively. Among the pooled subgroup analyses, macular ganglion cell inner plexiform layer (mGCIPL) in patients with relapsing-remitting (pwRRMS) and peripapillary retinal nerve fiber layer (pRNFL) in patients with progressive MS (pwPMS) had strong correlations with EDSS, r = -0.33 (95% CI: -0.45 to -0.20, I2 = 45%, z-score = -4.86, p < 0.001) and r = -0.20 (95% CI:-0.58 to 0.26, I2 = 76%, z-score = -0.85, p = 0.395), respectively. According to subgroup analysis on pwMS without optic neuritis (ON) history, the largest correlation was seen between EDSS and macular ganglion cell complex (mGCC): r = -0.39 (95% CI: -0.70 to 0.04, I2 = 79%, z-score = -1.79, p = 0.073). CONCLUSION OCT measurements are correlated with disability in pwMS, and they can complement the comprehensive neurological visit as an additional paraclinical test.
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Affiliation(s)
- Omid Mirmosayyeb
- Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Mohammad Yazdan Panah
- Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Yousef Mokary
- Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Elham Moases Ghaffary
- Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Hamed Ghoshouni
- Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Robert Zivadinov
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, 100 High Street, Buffalo, NY 14203, USA; Center for Biomedical Imaging at the Clinical Translational Science Institute, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Bianca Weinstock-Guttman
- Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Dejan Jakimovski
- Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA; Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, 100 High Street, Buffalo, NY 14203, USA.
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22
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Hammer DX, Kovalick K, Liu Z, Chen C, Saeedi OJ, Harrison DM. Cellular-Level Visualization of Retinal Pathology in Multiple Sclerosis With Adaptive Optics. Invest Ophthalmol Vis Sci 2023; 64:21. [PMID: 37971733 PMCID: PMC10664728 DOI: 10.1167/iovs.64.14.21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 10/09/2023] [Indexed: 11/19/2023] Open
Abstract
Purpose To apply adaptive optics-optical coherence tomography (AO-OCT) to quantify multiple sclerosis (MS)-induced changes in axonal bundles in the macular nerve fiber layer, ganglion cell somas, and macrophage-like cells at the vitreomacular interface. Methods We used AO-OCT imaging in a pilot study of MS participants (n = 10), including those without and with a history of optic neuritis (ON, n = 4), and healthy volunteers (HV, n = 9) to reveal pathologic changes to inner retinal cells and structures affected by MS. Results We found that nerve fiber layer axonal bundles had 38% lower volume in MS participants (1.5 × 10-3 mm3) compared to HVs (2.4 × 10-3 mm3; P < 0.001). Retinal ganglion cell (RGC) density was 51% lower in MS participants (12.3 cells/mm2 × 1000) compared to HVs (25.0 cells/mm2 × 1000; P < 0.001). Spatial differences across the macula were observed in RGC density. RGC diameter was 15% higher in MS participants (11.7 µm) compared to HVs (10.1 µm; P < 0.001). A nonsignificant trend of higher density of macrophage-like cells in MS eyes was also observed. For all AO-OCT measures, outcomes were worse for MS participants with a history of ON compared to MS participants without a history of ON. AO-OCT measures were associated with key visual and physical disabilities in the MS cohort. Conclusions Our findings demonstrate the utility of AO-OCT for highly sensitive and specific detection of neurodegenerative changes in MS. Moreover, the results shed light on the mechanisms that underpin specific neuronal pathology that occurs when MS attacks the retina. The new findings support the further development of AO-based biomarkers for MS.
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Affiliation(s)
- Daniel X. Hammer
- Division of Biomedical Physics, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland, United States
| | - Katherine Kovalick
- Division of Biomedical Physics, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland, United States
- Department of Neurology, University of Maryland School of Medicine, Baltimore, Maryland, United States
| | - Zhuolin Liu
- Division of Biomedical Physics, Office of Science and Engineering Laboratories, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland, United States
| | - Chixiang Chen
- Division of Biostatistics and Bioinformatics, Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, United States
- Department of Neurology, University of Maryland School of Medicine, Baltimore, Maryland, United States
| | - Osamah J. Saeedi
- Department of Ophthalmology and Visual Sciences, University of Maryland School of Medicine, Baltimore, Maryland, United States
| | - Daniel M. Harrison
- Department of Neurology, University of Maryland School of Medicine, Baltimore, Maryland, United States
- Department of Neurology, Baltimore VA Medical Center, Baltimore, Maryland, United States
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23
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Ehrhardt H, Lambe J, Moussa H, Vasileiou ES, Kalaitzidis G, Murphy OC, Filippatou AG, Pellegrini N, Douglas M, Davis S, Nagy N, Quiroga A, Hu C, Zambriczki Lee A, Duval A, Fitzgerald KC, Prince JL, Calabresi PA, Sotirchos ES, Bermel R, Saidha S. Effects of Ibudilast on Retinal Atrophy in Progressive Multiple Sclerosis Subtypes: Post Hoc Analyses of the SPRINT-MS Trial. Neurology 2023; 101:e1014-e1024. [PMID: 37460235 PMCID: PMC10491449 DOI: 10.1212/wnl.0000000000207551] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Accepted: 05/08/2023] [Indexed: 09/06/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Ganglion cell + inner plexiform layer (GCIPL) thinning, measured by optical coherence tomography (OCT), reflects global neurodegeneration in multiple sclerosis (MS). Atrophy of the inner (INL) and outer nuclear layer (ONL) may also be prominent in progressive MS (PMS). The phase 2, SPRINT-MS trial found reduced brain atrophy with ibudilast therapy in PMS. In this post hoc analysis of the SPRINT-MS trial, we investigate (1) retinal atrophy (2) differences in response by subtype and (3) associations between OCT and MRI measures of neurodegeneration. METHODS In the multicenter, double-blind SPRINT-MS trial, participants with secondary progressive MS (SPMS) or primary progressive MS (PPMS) were randomized to ibudilast or placebo. OCT and MRI data were collected every 24 weeks for 96 weeks. Extensive OCT quality control and algorithmic segmentation produced consistent results across Cirrus HD-OCT and Spectralis devices. Primary endpoints were GCIPL, INL, and ONL atrophy, assessed by linear mixed-effects regression. Secondary endpoints were associations of OCT measures, brain parenchymal fraction, and cortical thickness, assessed by partial Pearson correlations. RESULTS One hundred thirty-four PPMS and 121 SPMS participants were included. GCIPL atrophy was 79% slower in the ibudilast (-0.07 ± 0.23 µm/y) vs placebo group (-0.32 ± 0.20 µm/y, p = 0.003). This effect predominated in the PPMS cohort (ibudilast: -0.08 ± 0.29 µm/y vs placebo: -0.60 ± 0.29 µm/y, a decrease of 87%, p < 0.001) and was not detected in the SPMS cohort (ibudilast: -0.21 ± 0.28 µm/y vs placebo: -0.14 ± 0.27 µm/y, p = 0.55). GCIPL, INL, and ONL atrophy rates correlated with whole brain atrophy rates across the cohort (r = 0.27, r = 0.26, and r = 0.20, respectively; p < 0.001). Power calculations from these data show future trials of similar size and design have ≥80% power to detect GCIPL atrophy effect sizes of approximately 40%. DISCUSSION Ibudilast treatment decreased GCIPL atrophy in PMS, driven by the PPMS cohort, with no effect seen in SPMS. Modulated atrophy of retinal layers may be detectable in sample sizes smaller than the SPRINT-MS trial and correlate with whole brain atrophy in PMS, further highlighting their utility as outcomes in PMS. CLASSIFICATION OF EVIDENCE This study provides Class II evidence that ibudilast reduces composite ganglion cell + inner plexiform layer atrophy, without reduction of inner or outer nuclear layer atrophy, in patients with primary progressive MS but not those with secondary progressive MS.
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Affiliation(s)
- Henrik Ehrhardt
- From the Department of Neurology (H.E., J.L., H.M., E.S.V., G.K., O.C.M., A.G.F., N.P., M.D., S.D., N.N., A.Q., C.H., A.Z.L., A.D., K.C.F., P.A.C., E.S.S., S.S.), Johns Hopkins University School of Medicine; Department of Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD; and Mellen Center for Multiple Sclerosis (R.B.), Cleveland Clinic, OH
| | - Jeffrey Lambe
- From the Department of Neurology (H.E., J.L., H.M., E.S.V., G.K., O.C.M., A.G.F., N.P., M.D., S.D., N.N., A.Q., C.H., A.Z.L., A.D., K.C.F., P.A.C., E.S.S., S.S.), Johns Hopkins University School of Medicine; Department of Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD; and Mellen Center for Multiple Sclerosis (R.B.), Cleveland Clinic, OH
| | - Hussein Moussa
- From the Department of Neurology (H.E., J.L., H.M., E.S.V., G.K., O.C.M., A.G.F., N.P., M.D., S.D., N.N., A.Q., C.H., A.Z.L., A.D., K.C.F., P.A.C., E.S.S., S.S.), Johns Hopkins University School of Medicine; Department of Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD; and Mellen Center for Multiple Sclerosis (R.B.), Cleveland Clinic, OH
| | - Eleni S Vasileiou
- From the Department of Neurology (H.E., J.L., H.M., E.S.V., G.K., O.C.M., A.G.F., N.P., M.D., S.D., N.N., A.Q., C.H., A.Z.L., A.D., K.C.F., P.A.C., E.S.S., S.S.), Johns Hopkins University School of Medicine; Department of Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD; and Mellen Center for Multiple Sclerosis (R.B.), Cleveland Clinic, OH
| | - Grigorios Kalaitzidis
- From the Department of Neurology (H.E., J.L., H.M., E.S.V., G.K., O.C.M., A.G.F., N.P., M.D., S.D., N.N., A.Q., C.H., A.Z.L., A.D., K.C.F., P.A.C., E.S.S., S.S.), Johns Hopkins University School of Medicine; Department of Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD; and Mellen Center for Multiple Sclerosis (R.B.), Cleveland Clinic, OH
| | - Olwen C Murphy
- From the Department of Neurology (H.E., J.L., H.M., E.S.V., G.K., O.C.M., A.G.F., N.P., M.D., S.D., N.N., A.Q., C.H., A.Z.L., A.D., K.C.F., P.A.C., E.S.S., S.S.), Johns Hopkins University School of Medicine; Department of Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD; and Mellen Center for Multiple Sclerosis (R.B.), Cleveland Clinic, OH
| | - Angeliki G Filippatou
- From the Department of Neurology (H.E., J.L., H.M., E.S.V., G.K., O.C.M., A.G.F., N.P., M.D., S.D., N.N., A.Q., C.H., A.Z.L., A.D., K.C.F., P.A.C., E.S.S., S.S.), Johns Hopkins University School of Medicine; Department of Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD; and Mellen Center for Multiple Sclerosis (R.B.), Cleveland Clinic, OH
| | - Nicole Pellegrini
- From the Department of Neurology (H.E., J.L., H.M., E.S.V., G.K., O.C.M., A.G.F., N.P., M.D., S.D., N.N., A.Q., C.H., A.Z.L., A.D., K.C.F., P.A.C., E.S.S., S.S.), Johns Hopkins University School of Medicine; Department of Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD; and Mellen Center for Multiple Sclerosis (R.B.), Cleveland Clinic, OH
| | - Morgan Douglas
- From the Department of Neurology (H.E., J.L., H.M., E.S.V., G.K., O.C.M., A.G.F., N.P., M.D., S.D., N.N., A.Q., C.H., A.Z.L., A.D., K.C.F., P.A.C., E.S.S., S.S.), Johns Hopkins University School of Medicine; Department of Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD; and Mellen Center for Multiple Sclerosis (R.B.), Cleveland Clinic, OH
| | - Simidele Davis
- From the Department of Neurology (H.E., J.L., H.M., E.S.V., G.K., O.C.M., A.G.F., N.P., M.D., S.D., N.N., A.Q., C.H., A.Z.L., A.D., K.C.F., P.A.C., E.S.S., S.S.), Johns Hopkins University School of Medicine; Department of Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD; and Mellen Center for Multiple Sclerosis (R.B.), Cleveland Clinic, OH
| | - Natalia Nagy
- From the Department of Neurology (H.E., J.L., H.M., E.S.V., G.K., O.C.M., A.G.F., N.P., M.D., S.D., N.N., A.Q., C.H., A.Z.L., A.D., K.C.F., P.A.C., E.S.S., S.S.), Johns Hopkins University School of Medicine; Department of Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD; and Mellen Center for Multiple Sclerosis (R.B.), Cleveland Clinic, OH
| | - Agustina Quiroga
- From the Department of Neurology (H.E., J.L., H.M., E.S.V., G.K., O.C.M., A.G.F., N.P., M.D., S.D., N.N., A.Q., C.H., A.Z.L., A.D., K.C.F., P.A.C., E.S.S., S.S.), Johns Hopkins University School of Medicine; Department of Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD; and Mellen Center for Multiple Sclerosis (R.B.), Cleveland Clinic, OH
| | - Chen Hu
- From the Department of Neurology (H.E., J.L., H.M., E.S.V., G.K., O.C.M., A.G.F., N.P., M.D., S.D., N.N., A.Q., C.H., A.Z.L., A.D., K.C.F., P.A.C., E.S.S., S.S.), Johns Hopkins University School of Medicine; Department of Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD; and Mellen Center for Multiple Sclerosis (R.B.), Cleveland Clinic, OH
| | - Alexandra Zambriczki Lee
- From the Department of Neurology (H.E., J.L., H.M., E.S.V., G.K., O.C.M., A.G.F., N.P., M.D., S.D., N.N., A.Q., C.H., A.Z.L., A.D., K.C.F., P.A.C., E.S.S., S.S.), Johns Hopkins University School of Medicine; Department of Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD; and Mellen Center for Multiple Sclerosis (R.B.), Cleveland Clinic, OH
| | - Anna Duval
- From the Department of Neurology (H.E., J.L., H.M., E.S.V., G.K., O.C.M., A.G.F., N.P., M.D., S.D., N.N., A.Q., C.H., A.Z.L., A.D., K.C.F., P.A.C., E.S.S., S.S.), Johns Hopkins University School of Medicine; Department of Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD; and Mellen Center for Multiple Sclerosis (R.B.), Cleveland Clinic, OH
| | - Kathryn C Fitzgerald
- From the Department of Neurology (H.E., J.L., H.M., E.S.V., G.K., O.C.M., A.G.F., N.P., M.D., S.D., N.N., A.Q., C.H., A.Z.L., A.D., K.C.F., P.A.C., E.S.S., S.S.), Johns Hopkins University School of Medicine; Department of Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD; and Mellen Center for Multiple Sclerosis (R.B.), Cleveland Clinic, OH
| | - Jerry L Prince
- From the Department of Neurology (H.E., J.L., H.M., E.S.V., G.K., O.C.M., A.G.F., N.P., M.D., S.D., N.N., A.Q., C.H., A.Z.L., A.D., K.C.F., P.A.C., E.S.S., S.S.), Johns Hopkins University School of Medicine; Department of Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD; and Mellen Center for Multiple Sclerosis (R.B.), Cleveland Clinic, OH
| | - Peter A Calabresi
- From the Department of Neurology (H.E., J.L., H.M., E.S.V., G.K., O.C.M., A.G.F., N.P., M.D., S.D., N.N., A.Q., C.H., A.Z.L., A.D., K.C.F., P.A.C., E.S.S., S.S.), Johns Hopkins University School of Medicine; Department of Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD; and Mellen Center for Multiple Sclerosis (R.B.), Cleveland Clinic, OH
| | - Elias S Sotirchos
- From the Department of Neurology (H.E., J.L., H.M., E.S.V., G.K., O.C.M., A.G.F., N.P., M.D., S.D., N.N., A.Q., C.H., A.Z.L., A.D., K.C.F., P.A.C., E.S.S., S.S.), Johns Hopkins University School of Medicine; Department of Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD; and Mellen Center for Multiple Sclerosis (R.B.), Cleveland Clinic, OH
| | - Robert Bermel
- From the Department of Neurology (H.E., J.L., H.M., E.S.V., G.K., O.C.M., A.G.F., N.P., M.D., S.D., N.N., A.Q., C.H., A.Z.L., A.D., K.C.F., P.A.C., E.S.S., S.S.), Johns Hopkins University School of Medicine; Department of Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD; and Mellen Center for Multiple Sclerosis (R.B.), Cleveland Clinic, OH
| | - Shiv Saidha
- From the Department of Neurology (H.E., J.L., H.M., E.S.V., G.K., O.C.M., A.G.F., N.P., M.D., S.D., N.N., A.Q., C.H., A.Z.L., A.D., K.C.F., P.A.C., E.S.S., S.S.), Johns Hopkins University School of Medicine; Department of Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD; and Mellen Center for Multiple Sclerosis (R.B.), Cleveland Clinic, OH.
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24
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Viladés E, Cordón B, Pérez-Velilla J, Orduna E, Satue M, Polo V, Sebastian B, Larrosa JM, Pablo L, García-Martin E. Evaluation of multiple sclerosis severity using a new OCT tool. PLoS One 2023; 18:e0288581. [PMID: 37440532 DOI: 10.1371/journal.pone.0288581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 06/30/2023] [Indexed: 07/15/2023] Open
Abstract
PURPOSE To assess the ability of a new posterior pole protocol to detect areas with significant differences in retinal nerve fiber layer (RNFL) and ganglion cell layer (GCL) thickness in patients with multiple sclerosis versus healthy control subjects; in addition, to assess the correlation between RNFL and GCL thickness, disease duration, and the Expanded Disability Status Scale (EDSS). METHODS We analyzed 66 eyes of healthy control subjects and 100 eyes of remitting-relapsing multiple sclerosis (RR-MS) patients. Double analysis based on first clinical symptom onset (CSO) and conversion to clinically definite MS (CDMS) was performed. The RR-MS group was divided into subgroups by CSO and CDMS year: CSO-1 (≤ 5 years) and CSO-2 (≥ 6 years), and CDMS-1 (≤ 5 years) and CDMS-2 (≥ 6 years). RESULTS Significant differences in RNFL and GCL thickness were found between the RR-MS group and the healthy controls and between the CSO and CDMS subgroups and in both layers. Moderate to strong correlations were found between RNFL and GCL thickness and CSO and CDMS. Furthermore, we observed a strong correlation with EDSS 1 year after the OCT examination. CONCLUSIONS The posterior pole protocol is a useful tool for assessing MS and can reveal differences even in early stages of the disease. RNFL thickness shows a strong correlation with disability status, while GCL thickness correlates better with disease duration.
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Affiliation(s)
- Elisa Viladés
- Miguel Servet Ophthalmology Research and Innovation Group (GIMSO), Aragon Institute for Health Research (IIS Aragón), University of Zaragoza, Zaragoza, Spain
- Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain
| | - Beatriz Cordón
- Miguel Servet Ophthalmology Research and Innovation Group (GIMSO), Aragon Institute for Health Research (IIS Aragón), University of Zaragoza, Zaragoza, Spain
- Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain
| | - Javier Pérez-Velilla
- Miguel Servet Ophthalmology Research and Innovation Group (GIMSO), Aragon Institute for Health Research (IIS Aragón), University of Zaragoza, Zaragoza, Spain
| | - Elvira Orduna
- Miguel Servet Ophthalmology Research and Innovation Group (GIMSO), Aragon Institute for Health Research (IIS Aragón), University of Zaragoza, Zaragoza, Spain
- Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain
| | - Maria Satue
- Miguel Servet Ophthalmology Research and Innovation Group (GIMSO), Aragon Institute for Health Research (IIS Aragón), University of Zaragoza, Zaragoza, Spain
- Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain
| | - Vicente Polo
- Miguel Servet Ophthalmology Research and Innovation Group (GIMSO), Aragon Institute for Health Research (IIS Aragón), University of Zaragoza, Zaragoza, Spain
- Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain
| | - Berta Sebastian
- Miguel Servet Ophthalmology Research and Innovation Group (GIMSO), Aragon Institute for Health Research (IIS Aragón), University of Zaragoza, Zaragoza, Spain
- Neurology Department, Miguel Servet University Hospital, Zaragoza, Spain
| | - Jose Manuel Larrosa
- Miguel Servet Ophthalmology Research and Innovation Group (GIMSO), Aragon Institute for Health Research (IIS Aragón), University of Zaragoza, Zaragoza, Spain
- Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain
| | - Luis Pablo
- Miguel Servet Ophthalmology Research and Innovation Group (GIMSO), Aragon Institute for Health Research (IIS Aragón), University of Zaragoza, Zaragoza, Spain
- Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain
| | - Elena García-Martin
- Miguel Servet Ophthalmology Research and Innovation Group (GIMSO), Aragon Institute for Health Research (IIS Aragón), University of Zaragoza, Zaragoza, Spain
- Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain
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25
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Ellen O, Ye S, Nheu D, Dass M, Pagnin M, Ozturk E, Theotokis P, Grigoriadis N, Petratos S. The Heterogeneous Multiple Sclerosis Lesion: How Can We Assess and Modify a Degenerating Lesion? Int J Mol Sci 2023; 24:11112. [PMID: 37446290 DOI: 10.3390/ijms241311112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 06/21/2023] [Accepted: 06/30/2023] [Indexed: 07/15/2023] Open
Abstract
Multiple sclerosis (MS) is a heterogeneous disease of the central nervous system that is governed by neural tissue loss and dystrophy during its progressive phase, with complex reactive pathological cellular changes. The immune-mediated mechanisms that promulgate the demyelinating lesions during relapses of acute episodes are not characteristic of chronic lesions during progressive MS. This has limited our capacity to target the disease effectively as it evolves within the central nervous system white and gray matter, thereby leaving neurologists without effective options to manage individuals as they transition to a secondary progressive phase. The current review highlights the molecular and cellular sequelae that have been identified as cooperating with and/or contributing to neurodegeneration that characterizes individuals with progressive forms of MS. We emphasize the need for appropriate monitoring via known and novel molecular and imaging biomarkers that can accurately detect and predict progression for the purposes of newly designed clinical trials that can demonstrate the efficacy of neuroprotection and potentially neurorepair. To achieve neurorepair, we focus on the modifications required in the reactive cellular and extracellular milieu in order to enable endogenous cell growth as well as transplanted cells that can integrate and/or renew the degenerative MS plaque.
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Affiliation(s)
- Olivia Ellen
- Department of Neuroscience, Central Clinical School, Monash University, Melborune, VIC 3004, Australia
| | - Sining Ye
- Department of Neuroscience, Central Clinical School, Monash University, Melborune, VIC 3004, Australia
| | - Danica Nheu
- Department of Neuroscience, Central Clinical School, Monash University, Melborune, VIC 3004, Australia
| | - Mary Dass
- Department of Neuroscience, Central Clinical School, Monash University, Melborune, VIC 3004, Australia
| | - Maurice Pagnin
- Department of Neuroscience, Central Clinical School, Monash University, Melborune, VIC 3004, Australia
| | - Ezgi Ozturk
- Department of Neuroscience, Central Clinical School, Monash University, Melborune, VIC 3004, Australia
| | - Paschalis Theotokis
- Laboratory of Experimental Neurology and Neuroimmunology, Department of Neurology, AHEPA University Hospital, Stilponos Kiriakides Str. 1, 54636 Thessaloniki, Greece
| | - Nikolaos Grigoriadis
- Laboratory of Experimental Neurology and Neuroimmunology, Department of Neurology, AHEPA University Hospital, Stilponos Kiriakides Str. 1, 54636 Thessaloniki, Greece
| | - Steven Petratos
- Department of Neuroscience, Central Clinical School, Monash University, Melborune, VIC 3004, Australia
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26
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Patil SA, Joseph B, Tagliani P, Sastre-Garriga J, Montalban X, Vidal-Jordana A, Galetta SL, Balcer LJ, Kenney RC. Longitudinal stability of inter-eye differences in optical coherence tomography measures for identifying unilateral optic nerve lesions in multiple sclerosis. J Neurol Sci 2023; 449:120669. [PMID: 37167654 DOI: 10.1016/j.jns.2023.120669] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 04/27/2023] [Accepted: 04/30/2023] [Indexed: 05/13/2023]
Abstract
INTRODUCTION Optical coherence tomography (OCT)-derived peripapillary retinal nerve fiber layer (pRNFL) and ganglion cell+inner plexiform layer (GCIPL) thickness inter-eye differences (IEDs) are robust measurements for identifying clinical history acute ON in people with MS (PwMS). This study investigated the utility and durability of these measures as longitudinal markers to identify optic nerve lesions. METHODS Prospective, multi-center international study of PwMS (with/without clinical history of ON) and healthy controls. Data from two sites in the International MS Visual System Consortium (IMSVISUAL) were analyzed. Mixed-effects models were used to compare inter-eye differences based on MS and acute ON history. RESULTS Average age of those with MS (n = 210) was 39.1 ± 10.8 and 190 (91%) were relapsing-remitting. Fifty-nine (28.1%) had a history of acute unilateral ON, while 9/210 (4.3%) had >1 IB episode. Median follow-up between OCT scans was 9 months. By mixed-effects modeling, IEDs were stable between first and last visits within groups for GCIPL for controls (p = 0.18), all PwMS (p = 0.74), PwMs without ON (p = 0.22), and PwMS with ON (p = 0.48). For pRNFL, IEDs were within controls (p = 0.10), all PwMS (p = 0.53), PwMS without ON history (p = 0.98), and PwMS with history of ON (p = 0.81). CONCLUSION We demonstrated longitudinal stability of pRNFL and GCIPL IEDs as markers for optic nerve lesions in PwMS, thus reinforcing the role for OCT in demonstrating optic nerve lesions.
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Affiliation(s)
- Sachi A Patil
- Departments of Ophthalmology, New York University Grossman School of Medicine, New York, NY, USA.
| | - Binu Joseph
- Neurology, New York University Grossman School of Medicine, New York, NY, USA.
| | - Paula Tagliani
- Neurology Department, Multiple Sclerosis Centre of Catalonia (Cemcat), Vall d'Hebron University Hospital, Barcelona, Spain.
| | - Jaume Sastre-Garriga
- Neurology Department, Multiple Sclerosis Centre of Catalonia (Cemcat), Vall d'Hebron University Hospital, Barcelona, Spain.
| | - Xavier Montalban
- Neurology Department, Multiple Sclerosis Centre of Catalonia (Cemcat), Vall d'Hebron University Hospital, Barcelona, Spain.
| | - Angela Vidal-Jordana
- Neurology Department, Multiple Sclerosis Centre of Catalonia (Cemcat), Vall d'Hebron University Hospital, Barcelona, Spain.
| | - Steven L Galetta
- Departments of Ophthalmology, New York University Grossman School of Medicine, New York, NY, USA; Neurology, New York University Grossman School of Medicine, New York, NY, USA.
| | - Laura J Balcer
- Departments of Ophthalmology, New York University Grossman School of Medicine, New York, NY, USA; Neurology, New York University Grossman School of Medicine, New York, NY, USA; Population Health, New York University Grossman School of Medicine, New York, NY, USA.
| | - Rachel C Kenney
- Neurology, New York University Grossman School of Medicine, New York, NY, USA; Population Health, New York University Grossman School of Medicine, New York, NY, USA; Departments of Radiology and Radiological Sciences, Vanderbilt University School of Medicine, Nashville, TN, USA; Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA.
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27
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He Y, Carass A, Liu Y, Calabresi PA, Saidha S, Prince JL. Longitudinal deep network for consistent OCT layer segmentation. BIOMEDICAL OPTICS EXPRESS 2023; 14:1874-1893. [PMID: 37206119 PMCID: PMC10191669 DOI: 10.1364/boe.487518] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 03/11/2023] [Accepted: 03/17/2023] [Indexed: 05/21/2023]
Abstract
Retinal layer thickness is an important bio-marker for people with multiple sclerosis (PwMS). In clinical practice, retinal layer thickness changes in optical coherence tomography (OCT) are widely used for monitoring multiple sclerosis (MS) progression. Recent developments in automated retinal layer segmentation algorithms allow cohort-level retina thinning to be observed in a large study of PwMS. However, variability in these results make it difficult to identify patient-level trends; this prevents patient specific disease monitoring and treatment planning using OCT. Deep learning based retinal layer segmentation algorithms have achieved state-of-the-art accuracy, but the segmentation is performed on each individual scan without utilizing longitudinal information, which can be important in reducing segmentation error and reveal subtle changes in retinal layers. In this paper, we propose a longitudinal OCT segmentation network which achieves more accurate and consistent layer thickness measurements for PwMS.
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Affiliation(s)
- Yufan He
- Dept. of Electrical and Computer Engineering, The Johns Hopkins University, Baltimore, MD 21218, USA
| | - Aaron Carass
- Dept. of Electrical and Computer Engineering, The Johns Hopkins University, Baltimore, MD 21218, USA
| | - Yihao Liu
- Dept. of Electrical and Computer Engineering, The Johns Hopkins University, Baltimore, MD 21218, USA
| | - Peter A. Calabresi
- Dept. of Neurology, The Johns Hopkins University School of Medicine, MD 21287, USA
| | - Shiv Saidha
- Dept. of Neurology, The Johns Hopkins University School of Medicine, MD 21287, USA
| | - Jerry L. Prince
- Dept. of Electrical and Computer Engineering, The Johns Hopkins University, Baltimore, MD 21218, USA
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28
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Wauschkuhn J, Solorza Buenrostro G, Aly L, Asseyer S, Wicklein R, Hartberger JM, Ruprecht K, Mühlau M, Schmitz-Hübsch T, Chien C, Berthele A, Brandt AU, Korn T, Paul F, Hemmer B, Zimmermann HG, Knier B. Retinal ganglion cell loss is associated with future disability worsening in early relapsing-remitting multiple sclerosis. Eur J Neurol 2023; 30:982-990. [PMID: 36635219 DOI: 10.1111/ene.15681] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 10/03/2022] [Accepted: 12/29/2022] [Indexed: 01/14/2023]
Abstract
BACKGROUND AND PURPOSE Thinning of the retinal combined ganglion cell and inner plexiform layer (GCIP) as measured by optical coherence tomography (OCT) is a common finding in patients with multiple sclerosis. This study aimed to investigate whether a single retinal OCT analysis allows prediction of future disease activity after a first demyelinating event. METHODS This observational cohort study included 201 patients with recently diagnosed clinically isolated syndrome or relapsing-remitting multiple sclerosis from two German tertiary referral centers. Individuals underwent neurological examination, magnetic resonance imaging, and OCT at baseline and at yearly follow-up visits. RESULTS Patients were included at a median disease duration of 2.0 months. During a median follow-up of 59 (interquartile range = 43-71) months, 82% of patients had ongoing disease activity as demonstrated by failing the no evidence of disease activity 3 (NEDA-3) criteria, and 19% presented with confirmed disability worsening. A GCIP threshold of ≤77 μm at baseline identified patients with a high risk for NEDA-3 failure (hazard ratio [HR] = 1.7, 95% confidence interval [CI] = 1.1-2.8, p = 0.04), and GCIP measures of ≤69 μm predicted disability worsening (HR = 2.2, 95% CI = 1.2-4.3, p = 0.01). Higher rates of annualized GCIP loss increased the risk for disability worsening (HR = 2.5 per 1 μm/year increase of GCIP loss, p = 0.03). CONCLUSIONS Ganglion cell thickness as measured by OCT after the initial manifestation of multiple sclerosis may allow early risk stratification as to future disease activity and progression.
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Affiliation(s)
- Josephine Wauschkuhn
- Department of Neurology, Klinikum rechts der Isar, TUM School of Medicine, Technical University of Munich, Munich, Germany
| | - Gilberto Solorza Buenrostro
- Experimental and Clinical Research Center, a cooperation between the Max Delbrück Center for Molecular Medicine and the Helmholtz Association, Charité - University Medicine Berlin, Berlin, Germany
- Experimental and Clinical Research Center, Charité - University Medicine Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
| | - Lilian Aly
- Department of Neurology, Klinikum rechts der Isar, TUM School of Medicine, Technical University of Munich, Munich, Germany
| | - Susanna Asseyer
- Experimental and Clinical Research Center, a cooperation between the Max Delbrück Center for Molecular Medicine and the Helmholtz Association, Charité - University Medicine Berlin, Berlin, Germany
- Experimental and Clinical Research Center, Charité - University Medicine Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
| | - Rebecca Wicklein
- Department of Neurology, Klinikum rechts der Isar, TUM School of Medicine, Technical University of Munich, Munich, Germany
| | - Julia Maria Hartberger
- Department of Neurology, Klinikum rechts der Isar, TUM School of Medicine, Technical University of Munich, Munich, Germany
| | - Klemens Ruprecht
- Department of Neurology, Charité - University Medicine Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Mark Mühlau
- Department of Neurology, Klinikum rechts der Isar, TUM School of Medicine, Technical University of Munich, Munich, Germany
| | - Tanja Schmitz-Hübsch
- Experimental and Clinical Research Center, a cooperation between the Max Delbrück Center for Molecular Medicine and the Helmholtz Association, Charité - University Medicine Berlin, Berlin, Germany
- Experimental and Clinical Research Center, Charité - University Medicine Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
| | - Claudia Chien
- Experimental and Clinical Research Center, a cooperation between the Max Delbrück Center for Molecular Medicine and the Helmholtz Association, Charité - University Medicine Berlin, Berlin, Germany
- Experimental and Clinical Research Center, Charité - University Medicine Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
| | - Achim Berthele
- Department of Neurology, Klinikum rechts der Isar, TUM School of Medicine, Technical University of Munich, Munich, Germany
| | - Alexander U Brandt
- Experimental and Clinical Research Center, a cooperation between the Max Delbrück Center for Molecular Medicine and the Helmholtz Association, Charité - University Medicine Berlin, Berlin, Germany
- Experimental and Clinical Research Center, Charité - University Medicine Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
- Department of Neurology, Charité - University Medicine Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Department of Neurology, University of California, Irvine, Irvine, California, USA
| | - Thomas Korn
- Department of Neurology, Klinikum rechts der Isar, TUM School of Medicine, Technical University of Munich, Munich, Germany
- Institute for Experimental Neuroimmunology, Technical University of Munich, Munich, Germany
- Munich Cluster of Systems Neurology (SyNergy), Munich, Germany
| | - Friedemann Paul
- Experimental and Clinical Research Center, a cooperation between the Max Delbrück Center for Molecular Medicine and the Helmholtz Association, Charité - University Medicine Berlin, Berlin, Germany
- Experimental and Clinical Research Center, Charité - University Medicine Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
- Department of Neurology, Charité - University Medicine Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Bernhard Hemmer
- Department of Neurology, Klinikum rechts der Isar, TUM School of Medicine, Technical University of Munich, Munich, Germany
- Munich Cluster of Systems Neurology (SyNergy), Munich, Germany
| | - Hanna G Zimmermann
- Experimental and Clinical Research Center, a cooperation between the Max Delbrück Center for Molecular Medicine and the Helmholtz Association, Charité - University Medicine Berlin, Berlin, Germany
- Experimental and Clinical Research Center, Charité - University Medicine Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
| | - Benjamin Knier
- Department of Neurology, Klinikum rechts der Isar, TUM School of Medicine, Technical University of Munich, Munich, Germany
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Mey GM, DeSilva TM. Utility of the visual system to monitor neurodegeneration in multiple sclerosis. Front Mol Neurosci 2023; 16:1125115. [PMID: 37063369 PMCID: PMC10090562 DOI: 10.3389/fnmol.2023.1125115] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 03/14/2023] [Indexed: 03/31/2023] Open
Abstract
Neurodegeneration occurs early in the multiple sclerosis (MS) disease course and is an important driver of permanent disability. Current immunomodulatory therapies do not directly target neuronal health; thus, there is a critical need to develop neuroprotective strategies in MS. Outcome measures in clinical trials primarily evaluate disease activity and clinical disability scores rather than measures of neurodegeneration. The visual system provides a noninvasive correlate of brain atrophy and neuronal function through structural and functional exams. Furthermore, optic nerve axons and their respective neuronal cell bodies in the retina, in addition to their synaptic input to the thalamus, provide a distinct anatomy to investigate neurodegenerative processes. This review discusses the utility of the visual system as an early output measure of neurodegeneration in MS as well as an important platform to evaluate neuroprotective strategies in preclinical models.
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Affiliation(s)
| | - Tara M. DeSilva
- Department of Neurosciences, Cleveland Clinic, Cleveland, OH, United States
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Mirmosayyeb O, Zivadinov R, Weinstock-Guttman B, Benedict RHB, Jakimovski D. Optical coherence tomography (OCT) measurements and cognitive performance in multiple sclerosis: a systematic review and meta-analysis. J Neurol 2023; 270:1266-1285. [PMID: 36396812 DOI: 10.1007/s00415-022-11449-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 10/21/2022] [Accepted: 10/22/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND Several studies report mixed associations between the retinal nerve fiber layer (RNFL) thickness with cognitive and physical disability in persons with multiple sclerosis (PwMS). Systematic synthesis of these findings is crucial in deriving credible conclusions. METHODS Five databases were searched from their inception to March 2022. The inclusion criteria for studies were MS-specific and required RNFL and cognitive performance data in order to be analyzed. The selection processes followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. RESULTS The systematic review yielded 31 studies that investigated the association between RNFL thickness and cognitive performance. Twenty-two studies reported positive associations, and nine did not. The meta-analysis included 11 studies with a total of 782 PwMS with mean age of 40.5 years, mean Expanded Disability Status Scale (EDSS) of 2.7, and disease duration of 11.3 years. RNFL thickness was significantly associated Symbol Digit Modalities Test (pooled r = 0.306, p < 0.001), Paced Auditory Serial Addition Test (pooled r = 0.374, p < 0.001) and Word List Generation (WLG, pooled r = 0.177, p < 0.001). RNFL was also significantly correlated with visuospatial learning and memory tests (pooled r = 0.148, p = 0.042) and verbal learning and memory tests (pooled r = 0.245, p = 0.005). Within three eligible studies, no significant association between ganglion cell inner-plexiform layer and SDMT 0.083 (95% CI - 0.186, 0.352) was noted. The heterogeneity was high in all correlation studies (I2 > 63% and p < 0.008) except for the WLG and visuospatial memory findings. CONCLUSION RNFL thickness is associated with cognitive processing speed, verbal learning and memory, visual learning and memory, as well as verbal fluency in PwMS. The number of studies included in the meta-analyses were limited due to non-standardized reporting.
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Affiliation(s)
- Omid Mirmosayyeb
- Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Robert Zivadinov
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, 100 High Street, Buffalo, NY, 14203, USA
- Center for Biomedical Imaging at the Clinical Translational Science Institute, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Bianca Weinstock-Guttman
- Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Ralph H B Benedict
- Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Dejan Jakimovski
- Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA.
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, 100 High Street, Buffalo, NY, 14203, USA.
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Krajnc N, Dal-Bianco A, Leutmezer F, Kasprian G, Pemp B, Kornek B, Berger T, Rommer PS, Hametner S, Lassmann H, Bsteh G. Association of paramagnetic rim lesions and retinal layer thickness in patients with multiple sclerosis. Mult Scler 2023; 29:374-384. [PMID: 36537667 DOI: 10.1177/13524585221138486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/28/2023]
Abstract
BACKGROUND Paramagnetic rim lesions (PRLs) are chronic active lesions associated with a more severe disease course in multiple sclerosis (MS). Retinal layer thinning measured by optical coherence tomography (OCT) is a biomarker of neuroaxonal damage associated with disability progression in MS. OBJECTIVE We aimed to determine a potential association between OCT parameters (peripapillary retinal nerve fiber layer (pRNFL) ganglion cell-inner plexiform layer (GCIPL), inner nuclear layer (INL) thickness), and PRLs in patients with MS (pwMS). METHODS In this cross-sectional retrospective study, we included pwMS with both 3T brain MRI and an OCT scan. Regression models were calculated with OCT parameters (pRNFL, GCIPL, INL) as dependent variables, and the number of PRLs as an independent variable adjusted for covariates. RESULTS We analyzed data from 107 pwMS (mean age 34.7 years (SD 10.9), 64.5% female, median disease duration 6 years (IQR 1-13), median EDSS 1.5 (range 0-6.5)). Higher number of PRLs was associated with lower pRNFL (β = -0.18; 95% CI -0.98, -0.03; p = 0.038) and GCIPL thickness (β = -0.21; 95% CI -0.58, -0.02; p = 0.039). CONCLUSION The association between higher number of PRLs and lower pRNFL and GCIPL thicknesses provides additional evidence that pwMS with PRLs are affected by a more pronounced neurodegenerative process.
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Affiliation(s)
- Nik Krajnc
- Department of Neurology, Medical University of Vienna, Vienna, Austria/Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia/Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Assunta Dal-Bianco
- Department of Neurology, Medical University of Vienna, Vienna, Austria/Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Fritz Leutmezer
- Department of Neurology, Medical University of Vienna, Vienna, Austria/Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Gregor Kasprian
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria/Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna, Austria
| | - Berthold Pemp
- Department of Ophthalmology, Medical University of Vienna, Vienna, Austria
| | - Barbara Kornek
- Department of Neurology, Medical University of Vienna, Vienna, Austria/Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Thomas Berger
- Department of Neurology, Medical University of Vienna, Vienna, Austria/Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Paulus Stefan Rommer
- Department of Neurology, Medical University of Vienna, Vienna, Austria/Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Simon Hametner
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria/Division of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Hans Lassmann
- Center for Brain Research, Medical University of Vienna, Vienna, Austria
| | - Gabriel Bsteh
- Department of Neurology, Medical University of Vienna, Vienna, Austria/Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
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Kalaitzidis G, Pellegrini N, Nagy N, Vasileiou E, Ehrhardt H, Reppen A, Murphy OC, Moussa H, Filippatou A, Lambe J, DuVal A, Fioravante N, Kwakyi O, Nguyen J, Davis S, Douglas M, Ramirez A, Ecoff K, Valenzuela A, Reyes-Mantilla M, Hu C, Fitzgerald KC, Sotirchos ES, Saidha S, Calabresi PA. Effects of Myopia on Rates of Change in Optical Coherence Tomography Measured Retinal Layer Thicknesses in People with Multiple Sclerosis and Healthy Controls. Curr Eye Res 2023; 48:312-319. [PMID: 36440535 DOI: 10.1080/02713683.2022.2149806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
PURPOSE To quantify the associations of myopia with longitudinal changes in retinal layer thicknesses in people with multiple sclerosis (PwMS) and healthy controls (HC). METHODS A cohort of PwMS and HC with recorded refractive error (RE) prospectively scanned on Cirrus HD-OCT at the Johns Hopkins MS Center was assessed for inclusion. Exclusion criteria included OCT follow-up < 6 months, ocular comorbidities, incidental OCT pathologies, and inadequate scan quality. Eyes were classified as having high myopia (HM) (RE≤ -6 diopters), low myopia (LM) (RE> -6 and ≤ -3 diopters), or no myopia (NM) (RE> -3 and ≤ +2.75). Linear mixed-effects regression models were used in analyses. RESULTS A total of 213 PwMS (eyes: 67 HM, 98 LM, 207 NM) and 80 HC (eyes: 26 HM, 37 LM, 93 NM) were included. Baseline average ganglion cell/inner plexiform (GCIPL) and peri-papillary retinal nerve fiber layer (pRNFL) thicknesses were lower in MS HM compared with MS NM (diff: -3.2 µm, 95% CI: -5.5 to -0.8, p = 0.008 and -5.3 µm, 95% CI: -9.0 to -1.7, p = 0.004, respectively), and similarly in HC HM, as compared with HC NM. Baseline superior, inferior, and nasal pRNFL thicknesses were lower in HM compared with NM, while temporal pRNFL thickness was higher, both in MS and HC (MS: 7.1 µm, 95% CI: 2.7-11.6, p = 0.002; HC: 4.7 µm, 95% CI: -0.3 to 9.7, p = 0.07). No longitudinal differences in rates of GCIPL change were noted between HM and LM vs. NM, either in MS or HC. CONCLUSION Cross-sectional differences in average GCIPL and pRNFL thicknesses are commonly seen in people with HM as compared to reference normative values from people with NM and can lead to false attribution of pathology if RE is not taken into account. However, our study suggests that longitudinal changes in average GCIPL thickness in PwMS with myopia are similar in magnitude to PwMS with NM, and therefore are appropriate for monitoring disease-related pathology.
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Affiliation(s)
- Grigorios Kalaitzidis
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Nicole Pellegrini
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Natalia Nagy
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Eleni Vasileiou
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Henrik Ehrhardt
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Abbey Reppen
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Olwen C Murphy
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Hussein Moussa
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Angeliki Filippatou
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jeffrey Lambe
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Anna DuVal
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Nicholas Fioravante
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ohemaa Kwakyi
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - James Nguyen
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Simidele Davis
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Morgan Douglas
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Alexandra Ramirez
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Katie Ecoff
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Alyssandra Valenzuela
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Maria Reyes-Mantilla
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Chen Hu
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kathryn C Fitzgerald
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Elias S Sotirchos
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Shiv Saidha
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Peter A Calabresi
- Department of Neurology, Division of Neuroimmunology and Neurological Infections, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Solomon H. Snyder Department of Neuroscience, Johns Hopkins University, Baltimore, MD, USA
- Department of Ophthalmology, Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD,USA
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Optical coherence tomography as a prognostic tool for disability progression in MS: a systematic review. J Neurol 2023; 270:1178-1186. [PMID: 36372866 DOI: 10.1007/s00415-022-11474-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 10/30/2022] [Indexed: 11/15/2022]
Abstract
Since multiple sclerosis (MS) is characterized by an unpredictable disease course, accurate prognosis and personalized treatment constitute an important challenge in clinical practice. We performed a qualitative systematic review to assess the predictive value of retinal layer measurement by spectral-domain optical coherence tomography (SD-OCT) in MS patients. Longitudinal MS cohort studies that determined the risk of clinical deterioration based on peripapillary retinal nerve fiber layer (pRNFL) and/or macular ganglion cell-inner plexiform layer (mGCIPL) atrophy were included. Our search strategy and selection process yielded eight articles in total. Of those, five studies only focused on patients with a relapsing-remitting disease pattern (RRMS). After correction for confounders such as disease duration, we found that (1) cross-sectional measurement of pRNFL thickness ≤ 88 µm; (2) cross-sectional measurement of mGCIPL thickness < 77 µm; (3) longitudinal measurement of pRNFL thinning > 1.5 µm/year; and (4) longitudinal measurement of mGCIPL thinning ≥ 1.0 µm/year is associated with an increased risk for disability progression in subsequent years. Longitudinal mGCIPL assessment consistently resulted in the highest risk estimates in our analysis. Within these studies, inclusion and exclusion criteria accounted for the retinal degeneration inherent to (acute) optic neuritis (ON). This small systematic review provides additional evidence that OCT-measured pRNFL and/or mGCIPL atrophy can predict disability progression in RRMS patients. We therefore recommend close clinical follow-up or initiation/change of treatment in RRMS patients with increased risk for clinical deterioration based on retinal layer thresholds, in particular when other poor prognostic signs co-occur.
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Dimitriou NG, Meuth SG, Martinez-Lapiscina EH, Albrecht P, Menge T. Treatment of Patients with Multiple Sclerosis Transitioning Between Relapsing and Progressive Disease. CNS Drugs 2023; 37:69-92. [PMID: 36598730 PMCID: PMC9829585 DOI: 10.1007/s40263-022-00977-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/16/2022] [Indexed: 01/05/2023]
Abstract
Multiple sclerosis (MS) is a chronic autoimmune demyelinating and neurodegenerative disease of the central nervous system with a wide variety of clinical phenotypes. In spite of the phenotypic classification of MS patients, current data provide evidence that diffuse neuroinflammation and neurodegeneration coexist in all MS forms, the latter gaining increasing clinical relevance in progressive phases. Given that the transition phase of relapsing-remitting MS (RRMS) to secondary progressive MS (SPMS) is not well defined, and widely accepted criteria for SPMS are lacking, randomised controlled trials (RCTs) specifically designed for the transition phase have not been conducted. This review summarizes primary and secondary analyses and reports derived from phase III prospective clinical RCTs listed in PubMed of compounds authorised through the European Medicines Agency (EMA) and the US Food and Drug Administration (FDA) for the treatment of MS. The best data are available for interferon beta-1a (IFNb-1a) subcutaneous (s.c.), IFNb-1b s.c., mitoxantrone and siponimod, the latter being the most modern compound with likely the best risk-to-effect ratio. Moreover, there is a labels discrepancy for many disease-modifying treatments (DMTs) between the FDA and EMA, which have to be taken into consideration when opting for a specific DMT.
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Affiliation(s)
- Nikolaos G. Dimitriou
- grid.411327.20000 0001 2176 9917Department of Neurology, Heinrich-Heine-University Düsseldorf, Moorenstrasse 5, 40225 Düsseldorf, Germany
| | - Sven G. Meuth
- grid.411327.20000 0001 2176 9917Department of Neurology, Heinrich-Heine-University Düsseldorf, Moorenstrasse 5, 40225 Düsseldorf, Germany
| | - Elena H. Martinez-Lapiscina
- grid.10403.360000000091771775Center of Neuroimmunology, Laboratory of Advanced Imaging in Neuroimmunological Diseases, Hospital Clinic Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS) and Universitat de Barcelona, Barcelona, Spain ,grid.452397.eOffice of Therapies for Neurological and Psychiatric Disorders, Human Medicines Division, European Medicines Agency, Amsterdam, The Netherlands
| | - Philipp Albrecht
- Department of Neurology, Heinrich-Heine-University Düsseldorf, Moorenstrasse 5, 40225, Düsseldorf, Germany. .,Department of Neurology, Maria Hilf Clinic, Mönchengladbach, Germany.
| | - Til Menge
- grid.411327.20000 0001 2176 9917Department of Neurology, LVR-Klinikum Düsseldorf, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany
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Raga-Martínez I, Povedano-Montero FJ, Hernández-Gallego J, López-Muñoz F. Decrease Retinal Thickness in Patients with Chronic Migraine Evaluated by Optical Coherence Tomography. Diagnostics (Basel) 2022; 13:diagnostics13010005. [PMID: 36611297 PMCID: PMC9818823 DOI: 10.3390/diagnostics13010005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Revised: 11/24/2022] [Accepted: 11/29/2022] [Indexed: 12/24/2022] Open
Abstract
The purpose of this study is to determine the possible alterations that may occur in the thickness of the retinal nerve fibre layer (RNFL), ganglion cell layer (GCL), and macular thickness in patients with chronic migraines compared with healthy controls. Hence, we examined some of the possibilities that are offered by optical coherence tomography (OCT) in order to study different neurological diseases and to study its application, in this case, how it may be applied to patients with chronic migraines. This was an observational cross-sectional study in adults aged 18-65 years. The study group consisted of 90 patients (90 eyes) with chronic migraines who met the inclusion criteria, and 90 healthy controls (90 eyes) matched for age and sex. Retinal thickness was measured by spectral domain OCT (SD-OCT). The thickness of the superior quadrant of the peripapillary RNFL, as well as the mean thickness in the macula, RNFL macular, and GCL was significantly thinner in chronic migraine patients than in healthy controls (p ≤ 0.05). Chronic migraines are associated with a decrease in retinal thickness which is detectable by an OCT diagnostic technique. The quantification of the axonal damage could be used as a biomarker to help in the diagnosis and monitoring of this pathology. Further studies will be needed to confirm these findings.
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Affiliation(s)
- Isidoro Raga-Martínez
- Faculty of Health Sciences, University Camilo José Cela, 28692 Madrid, Spain
- Centro Óptico Raga, 23700 Linares, Spain
| | - Francisco J. Povedano-Montero
- Hospital Doce de Octubre Research Institute (i+12), 28041 Madrid, Spain
- Faculty of Optics and Optometry, Complutense University, 28040 Madrid, Spain
- Centro Óptico Montero, 28032 Madrid, Spain
| | - Jesús Hernández-Gallego
- Neurology Service, Hospital Universitario Doce de Octubre, 28041 Madrid, Spain
- Department of Medicine, Faculty of Medicine, Complutense University, 28040 Madrid, Spain
| | - Francisco López-Muñoz
- Faculty of Health Sciences, University Camilo José Cela, 28692 Madrid, Spain
- Hospital Doce de Octubre Research Institute (i+12), 28041 Madrid, Spain
- Correspondence: ; Tel.: +34-91-815-3131
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Lv X, Teng Z, Jia Z, Dong Y, Xu J, Lv P. Retinal thickness changes in different subfields reflect the volume change of cerebral white matter hyperintensity. Front Neurol 2022; 13:1014359. [PMID: 36324380 PMCID: PMC9618613 DOI: 10.3389/fneur.2022.1014359] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 09/26/2022] [Indexed: 11/13/2022] Open
Abstract
Purpose To investigate the relationship between the retinal thickness in different subfields and the volume of white matter hyperintensity (WMH), with the hope to provide new evidence for the potential association between the retina and the brain. Methods A total of 185 participants aged over 40 years were included in our study. Magnetic resonance imaging (MRI) was used to image the WMH, and WMH volume was quantitatively measured by a specific toolbox. The thickness of the total retina, the retinal nerve fiber layer (RNFL), and the ganglion cell and inner plexiform layer (GCIP) was measured by optical coherence tomography (OCT) in nine subfields. The association between retinal thickness and WMH volume was demonstrated using binary logistic regression and Pearson correlation analysis. Results Participants were divided into two groups by the WMH volume (‰, standardized WMH volume) median. In the quartile-stratified binary logistic regression analysis, we found that the risk of higher WMH volume showed a positive linear trend correlation with the thickness of total retina (95% CI: 0.848 to 7.034; P for trend = 0.044)/ GCIP (95% CI: 1.263 to 10.549; P for trend = 0.038) at the central fovea, and a negative linear trend correlation with the thickness of nasal inner RNFL (95% CI: 0.086 to 0.787; P for trend = 0.012), nasal outer RNFL (95% CI: 0.058 to 0.561; P for trend = 0.004), and inferior outer RNFL (95% CI: 0.081 to 0.667; P for trend = 0.004), after adjusting for possible confounders. Correlation analysis results showed that WMH volume had a significant negative correlation with superior outer RNFL thickness (r = −0.171, P = 0.02) and nasal outer RNFL thickness (r = −0.208, P = 0.004). Conclusion It is suggested that central fovea and outer retina thickness are respectively associated with WMH volume. OCT may be a biological marker for early detection and longitudinal monitoring of WMH.
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Affiliation(s)
- Xiaohan Lv
- Department of Neurology, Hebei Medical University, Shijiazhuang, China
- Department of Neurology, Hebei General Hospital, Shijiazhuang, China
- Department of Neurology, Hebei Provincial Key Laboratory of Cerebral Networks and Cognitive Disorders, Shijiazhuang, China
| | - Zhenjie Teng
- Department of Neurology, Hebei Medical University, Shijiazhuang, China
- Department of Neurology, Hebei General Hospital, Shijiazhuang, China
- Department of Neurology, Hebei Provincial Key Laboratory of Cerebral Networks and Cognitive Disorders, Shijiazhuang, China
| | - Zhiyang Jia
- Department of Ophthalmology, Hebei General Hospital, Shijiazhuang, China
| | - Yanhong Dong
- Department of Neurology, Hebei General Hospital, Shijiazhuang, China
| | - Jing Xu
- Department of Neurology, Hebei General Hospital, Shijiazhuang, China
| | - Peiyuan Lv
- Department of Neurology, Hebei Medical University, Shijiazhuang, China
- Department of Neurology, Hebei General Hospital, Shijiazhuang, China
- Department of Neurology, Hebei Provincial Key Laboratory of Cerebral Networks and Cognitive Disorders, Shijiazhuang, China
- *Correspondence: Peiyuan Lv
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El Ayoubi NK, Sabbagh HM, Bou Rjeily N, Hannoun S, Khoury SJ. Rate of Retinal Layer Thinning as a Biomarker for Conversion to Progressive Disease in Multiple Sclerosis. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2022; 9:9/6/e200030. [PMID: 36229190 PMCID: PMC9562042 DOI: 10.1212/nxi.0000000000200030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 08/01/2022] [Indexed: 11/05/2022]
Abstract
Background and Objectives The diagnosis of secondary progressive multiple sclerosis (SPMS) is often delayed because of the lack of objective clinical tools, which increases the diagnostic uncertainty and hampers the therapeutic development in progressive multiple sclerosis (MS). Optical coherence tomography (OCT) has been proposed as a promising biomarker of progressive neurodegeneration. To explore longitudinal changes in the thicknesses of retinal layers on OCT in individuals with relapsing-remitting MS (RRMS) who converted to SPMS vs matched patients with RRMS who did not convert to SPMS. Our hypothesis is that the 2 cohorts exhibit different rates of retinal thinning. Methods From our prospective observational cohort of patients with MS at the American University of Beirut, we selected patients with RRMS who converted to SPMS during the observation period and patients with RRMS, matched by age, disease duration, and Expanded Disability Status Scale (EDSS) at the first visit. Baseline retinal measurements were obtained using spectral domain OCT, and all patients underwent clinical and OCT evaluation every 6–12 months on average throughout the study period (mean = 4 years). Mixed-effect regression models were used to assess the annualized rates of retinal changes and the differences between the 2 groups and between converters to SPMS before and after their conversion. Results A total of 61 participants were selected (21 SPMS and 40 RRMS). There were no differences in baseline characteristics and retinal measurements between the 2 groups. The annualized rates of thinning of all retinal layers, except for macular volume, were greater in converters before conversion compared with nonconverters by 112% for peripapillary retinal nerve fiber layer (p = 0.008), 344% for tRNFL (p < 0.0001), and 82% for cell-inner plexiform layer (GCIPL) (p = 0.002). When comparing the annualized rate of thinning for the same patients with SPMS before and after conversion, no significant differences were found except for tRNFL and GCIPL with slower thinning rates postconversion (46% and 68%, respectively). Discussion Patients who converted to SPMS exhibited faster retinal thinning as reflected on OCT. Longitudinal assessment of retinal thinning could confirm the transition to SPMS and help with the therapeutic decision making for patients with MS with clinical suspicion of disease progression.
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Sotirchos ES, Vasileiou ES, Filippatou AG, Fitzgerald KC, Smith MD, Lord HN, Kalaitzidis G, Lambe J, Duval A, Prince JL, Mowry EM, Saidha S, Calabresi PA. Association of Serum Neurofilament Light Chain With Inner Retinal Layer Thinning in Multiple Sclerosis. Neurology 2022; 99:e688-e697. [PMID: 35618438 PMCID: PMC9484608 DOI: 10.1212/wnl.0000000000200778] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 04/11/2022] [Indexed: 01/14/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Serum neurofilament light chain (sNfL) and optical coherence tomography (OCT)-derived retinal measures (including peripapillary retinal nerve fiber layer [pRNFL] and macular ganglion cell layer/inner plexiform layer [GCIPL] thickness) have been proposed as biomarkers of neurodegeneration in multiple sclerosis (MS). However, studies evaluating the associations between sNfL and OCT-derived retinal measures in MS are limited. METHODS In this retrospective analysis of a longitudinal, observational, single-center cohort study, sNfL levels were measured in people with MS and healthy controls (HCs) using single molecule array. Participants with MS were followed with serial OCT for a median follow-up of 4.5 years. Eyes with optic neuritis (ON) within 6 months of baseline OCT or ON during follow-up were excluded. Age-normative cutoffs of sNfL were derived using the HC data, and MS participants with sNfL greater than the 97.5th percentile for age were classified as having elevated sNfL (sNfL-E). Analyses were performed with mixed-effects linear regression models and adjusted for age, sex, race, and history of ON. RESULTS A total of 130 HCs (age: 42.4 ± 14.2 years; 62% female) and 403 people with MS (age: 43.1 ± 12.0 years; 78% female) were included. Elevated sNfL levels were present at baseline in 80 participants with MS (19.9%). At baseline, sNfL-E participants had modestly lower pRNFL (-3.03 ± 1.50 μm; p = 0.044) and GCIPL thickness (-2.74 ± 1.02 μm; p = 0.007). As compared with those with sNfL within the reference range, eyes from NfL-E participants exhibited faster longitudinal thinning of the pRNFL (45% faster; -0.74 vs -0.51 μm/y; p = 0.015) and GCIPL (25% faster; -0.35 vs -0.28 μm/y; p = 0.021). Significant differences in rates of pRNFL and GCIPL thinning between sNfL groups were found only in those with relapsing-remitting MS but not progressive MS. DISCUSSION Elevated baseline sNfL is associated with accelerated rates of retinal neuroaxonal loss in relapsing-remitting MS, independent of overt ON, but may be less reflective of retinal neurodegeneration in progressive MS.
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Affiliation(s)
- Elias S Sotirchos
- From the Departments of Neurology (E.S.S., E.S.V., A.G.F., K.C.F., M.D.S., H.-N.L., G.K., J.L., A.D., E.M.M., S.S., P.A.C.), and Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD.
| | - Eleni S Vasileiou
- From the Departments of Neurology (E.S.S., E.S.V., A.G.F., K.C.F., M.D.S., H.-N.L., G.K., J.L., A.D., E.M.M., S.S., P.A.C.), and Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD
| | - Angeliki G Filippatou
- From the Departments of Neurology (E.S.S., E.S.V., A.G.F., K.C.F., M.D.S., H.-N.L., G.K., J.L., A.D., E.M.M., S.S., P.A.C.), and Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD
| | - Kathryn C Fitzgerald
- From the Departments of Neurology (E.S.S., E.S.V., A.G.F., K.C.F., M.D.S., H.-N.L., G.K., J.L., A.D., E.M.M., S.S., P.A.C.), and Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD
| | - Matthew D Smith
- From the Departments of Neurology (E.S.S., E.S.V., A.G.F., K.C.F., M.D.S., H.-N.L., G.K., J.L., A.D., E.M.M., S.S., P.A.C.), and Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD
| | - Hannah-Noelle Lord
- From the Departments of Neurology (E.S.S., E.S.V., A.G.F., K.C.F., M.D.S., H.-N.L., G.K., J.L., A.D., E.M.M., S.S., P.A.C.), and Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD
| | - Grigorios Kalaitzidis
- From the Departments of Neurology (E.S.S., E.S.V., A.G.F., K.C.F., M.D.S., H.-N.L., G.K., J.L., A.D., E.M.M., S.S., P.A.C.), and Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD
| | - Jeffrey Lambe
- From the Departments of Neurology (E.S.S., E.S.V., A.G.F., K.C.F., M.D.S., H.-N.L., G.K., J.L., A.D., E.M.M., S.S., P.A.C.), and Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD
| | - Anna Duval
- From the Departments of Neurology (E.S.S., E.S.V., A.G.F., K.C.F., M.D.S., H.-N.L., G.K., J.L., A.D., E.M.M., S.S., P.A.C.), and Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD
| | - Jerry L Prince
- From the Departments of Neurology (E.S.S., E.S.V., A.G.F., K.C.F., M.D.S., H.-N.L., G.K., J.L., A.D., E.M.M., S.S., P.A.C.), and Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD
| | - Ellen M Mowry
- From the Departments of Neurology (E.S.S., E.S.V., A.G.F., K.C.F., M.D.S., H.-N.L., G.K., J.L., A.D., E.M.M., S.S., P.A.C.), and Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD
| | - Shiv Saidha
- From the Departments of Neurology (E.S.S., E.S.V., A.G.F., K.C.F., M.D.S., H.-N.L., G.K., J.L., A.D., E.M.M., S.S., P.A.C.), and Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD
| | - Peter A Calabresi
- From the Departments of Neurology (E.S.S., E.S.V., A.G.F., K.C.F., M.D.S., H.-N.L., G.K., J.L., A.D., E.M.M., S.S., P.A.C.), and Electrical and Computer Engineering (J.L.P.), Johns Hopkins University, Baltimore, MD
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Optical Coherence Tomography and Optical Coherence Tomography with Angiography in Multiple Sclerosis. Healthcare (Basel) 2022; 10:healthcare10081386. [PMID: 35893208 PMCID: PMC9394264 DOI: 10.3390/healthcare10081386] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2022] [Revised: 07/14/2022] [Accepted: 07/22/2022] [Indexed: 11/27/2022] Open
Abstract
Multiple sclerosis (MS) is an inflammatory and neurodegenerative, potentially disabling disease of the central nervous system. OCT (Optical Coherence Tomography) and OCT-A (Optical Coherence Tomography with Angiography) are imaging techniques for the retina and choroid that are used in the diagnosis and monitoring of ophthalmological conditions. Their use has recently expanded the study of several autoimmune disorders, including MS. Although their application in MS remains unclear, the results seem promising. This review aimed to provide insight into the most recent OCT and OCT-A findings in MS and may function as a reference point for future research. According to the current literature, the retinal nerve fibre layer (RNFL) and ganglion cell-inner plexiform complex (GC-IPL) are significantly reduced in people with MS and are inversely correlated with disease duration. The use of OCT might help distinguish between MS and neuromyelitis optica spectrum disorders (NMOSD), as the latter presents with more pronounced thinning in both the RNFL and GC-IPL. The OCT-A findings in MS include reduced vessel density in the macula, peripapillary area, or both, and the enlargement of the foveal avascular zone (FAZ) in the setting of optic neuritis. Additionally, OCT-A might be able to detect damage in the very early stages of the disease as well as disease progression in severe cases.
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Berek K, Hegen H, Hocher J, Auer M, Di Pauli F, Krajnc N, Angermann R, Barket R, Zinganell A, Riedl K, Deisenhammer F, Berger T, Bsteh G. Retinal layer thinning as a biomarker of long-term disability progression in multiple sclerosis. Mult Scler 2022; 28:1871-1880. [PMID: 35652366 DOI: 10.1177/13524585221097566] [Citation(s) in RCA: 5] [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
BACKGROUND Peripapillary retinal nerve fibre layer and macular ganglion cell plus inner plexiform layer thinning are markers of neuroaxonal degeneration in multiple sclerosis. OBJECTIVE We aimed to investigate the value of peripapillary retinal nerve fibre layer and ganglion cell plus inner plexiform layer thinning for prediction of long-term disability. METHODS This is a 6-year prospective longitudinal study on 93 multiple sclerosis patients. Optical coherence tomography scans were performed at baseline, after 1, 2 and 6 years. Primary endpoint was disability progression after 6 years, defined as expanded disability status scale worsening and/or cognitive deterioration. Univariate and multivariate analysis was used to investigate the value of peripapillary retinal nerve fibre layer and ganglion cell plus inner plexiform layer to predict the primary endpoint. RESULTS A total of 57 (61.3%) patients had disability worsening, 40 (43.0%) expanded disability status scale worsening and 34 (36.6%) cognitive deterioration. Mean peripapillary retinal nerve fibre layer and ganglion cell plus inner plexiform layer baseline thickness were 93.0 and 75.2 µm, and mean annualised peripapillary retinal nerve fibre layer and ganglion cell plus inner plexiform layer thinning rates over 6 years were 1.3 and 1.6 µm, respectively. Univariate and multivariate analysis revealed lower peripapillary retinal nerve fibre layer and ganglion cell plus inner plexiform layer baseline thickness and higher annualised thinning rates in patients with disability progression after 6 years. Effects were more pronounced for ganglion cell plus inner plexiform layer and expanded disability status scale worsening than for peripapillary retinal nerve fibre layer models and cognitive deterioration. CONCLUSION Ganglion cell plus inner plexiform layer and peripapillary retinal nerve fibre layer measurements depict neurodegeneration and predict disability progression in multiple sclerosis.
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Affiliation(s)
- Klaus Berek
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Harald Hegen
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Jakob Hocher
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Michael Auer
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Franziska Di Pauli
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Nik Krajnc
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Reinhard Angermann
- Department of Ophthalmology and Optometry, Medical University of Innsbruck, Innsbruck, Austria
| | - Robert Barket
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Anne Zinganell
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Katharina Riedl
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | | | - Thomas Berger
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Gabriel Bsteh
- Department of Neurology, Medical University of Vienna, Vienna, Austria
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Longoni G, Brown RA, Oyefiade A, Iruthayanathan R, Wilbur C, Shams S, Noguera A, Grover SA, O'Mahony J, Chung L, Wan MJ, Mah JK, Costello F, Arnold DL, Marrie RA, Bar-Or A, Banwell B, Mabbott D, Reginald AY, Yeh EA. Progressive retinal changes in pediatric multiple sclerosis. Mult Scler Relat Disord 2022; 61:103761. [PMID: 35349885 DOI: 10.1016/j.msard.2022.103761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 03/16/2022] [Accepted: 03/21/2022] [Indexed: 11/19/2022]
Abstract
Objectives To determine to what extent acute demyelinating episodes versus chronic degenerative phenomena drive retinal neuroaxonal damage in pediatric acquired demyelinating syndromes (ADS). Methods We acquired optical coherence tomography (OCT) data (follow-up range: 2 weeks - 5 years, at variable intervals from presentation) in pediatric participants who had multiple sclerosis (MS), monophasic ADS, or were healthy. Multivariable mixed effects models were used to assess the association of the number of demyelinating episodes (either optic neuritis [ON], or non-ON relapses) with changes in retinal nerve fiber layer (RNFL) or ganglion cell layer-inner plexiform layer (GCIPL) thickness. Results 64 OCT sans from 23 MS, and 33 scans from 12 monophasic ADS participants were compared with 68 scans from 62 healthy participants. The first ON episode had the biggest impact on RNFL or GCIPL thickness in monophasic ADS (RNFL: -7.9 µm, CI=5.5, p = 0.0056; GCIPL: -8.4 µm, CI=4.4, p = 0.0002) and MS (RNFL: -16 µm, CI = 3.7, p < 10-6; GCIPL: -15 µm, CI = 2.6, p < 10-6). Non-ON relapses were also associated with small but significant retinal thickness reductions in MS (RNFL: -2.6 µm/relapse, CI = 1.4, p = 0.0003; GCIPL: -2.8 µm/relapse, CI = 0.89, p < 10-6). MS participants showed progressive GCIPL thinning independent of acute demyelinating episodes (-2.7 µm/year, CI = 1.9, p = 0.0058). Conclusions We showed a prominent impact of early ON episodes on OCT measures of neuroaxonal structure in patients with ADS. We also demonstrated negative effects of non-ON relapses, and the presence of chronic retinal neurodegenerative changes, in youth with MS.
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Affiliation(s)
- Giulia Longoni
- Department of Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada; Department of Pediatrics, Division of Neurology, University of Toronto, Toronto, ON, Canada
| | - Robert A Brown
- McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada
| | - Ade Oyefiade
- Department of Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada
| | - Renisha Iruthayanathan
- Department of Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada
| | - Colin Wilbur
- Department of Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada; Department of Pediatrics, Division of Neurology, University of Toronto, Toronto, ON, Canada
| | - Shahriar Shams
- Department of Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada
| | - Austin Noguera
- Department of Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada
| | - Stephanie A Grover
- Department of Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada
| | - Julia O'Mahony
- Department of Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada
| | - Luke Chung
- Department of Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada
| | - Michael J Wan
- Department of Ophthalmology and Visual Sciences, The University of Toronto, Toronto, ON, Canada
| | - Jean K Mah
- Departments of Clinical Neurosciences and Surgery, Cumming School of Medicine, University of Calgary, AB, Canada
| | - Fiona Costello
- Departments of Clinical Neurosciences and Surgery, Cumming School of Medicine, University of Calgary, AB, Canada
| | - Douglas L Arnold
- McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada; Department of Neurology and Neurosurgery, Montreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada
| | - Ruth Ann Marrie
- Departments of Internal Medicine and Community Health Sciences, Max Rady College of Medicine, Rady Faculty of Health Sciences, University of Manitoba, Canada
| | - Amit Bar-Or
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Brenda Banwell
- Division of Neurology, The Children's Hospital of Philadelphia, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Donald Mabbott
- Department of Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada
| | - Arun Y Reginald
- Department of Ophthalmology and Visual Sciences, The University of Toronto, Toronto, ON, Canada
| | - E Ann Yeh
- Department of Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada; Department of Pediatrics, Division of Neurology, University of Toronto, Toronto, ON, Canada.
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Krajnc N, Altmann P, Riedl K, Mitsch C, Berger T, Leutmezer F, Rommer P, Pemp B, Bsteh G. Association of Cerebrospinal Fluid Parameters and Neurofilament Light Chain With Retinal Nerve Fiber Layer Thickness in Multiple Sclerosis. Front Neurol 2022; 13:814734. [PMID: 35321514 PMCID: PMC8936502 DOI: 10.3389/fneur.2022.814734] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Accepted: 01/31/2022] [Indexed: 01/04/2023] Open
Abstract
Introduction Multiple sclerosis (MS) pathophysiology comprises both inflammatory and neurodegenerative characteristics. Cerebrospinal fluid (CSF) analysis allows for assessment of inflammation while neurofilament light chain can indicate neuroaxonal damage. Retinal thinning is a robust prognostic biomarker for neurodegeneration in MS. To date, an association between CSF parameters upon MS diagnosis and retinal thinning has not been investigated. Aims and Objectives We aimed to determine whether CSF parameters are associated with the evolution of retinal layer thinning in people with MS (pwMS). Methods For this longitudinal observational study, we investigated pwMS from the Vienna MS database (VMSD), who had undergone (1) a diagnostic lumbar puncture (LP) between 2015 and 2020, and (2) simultaneous optical coherence tomography (OCT) and/or (3) a follow-up OCT scan. Linear stepwise regression models were calculated with OCT parameters (peripapillary retinal nerve fiber layer [pRNFL] thickness at LP and at follow-up, annualized loss of pRNFL thickness [aLpRNFL]) as a dependent variable, and CSF parameters (white blood cell [WBC] count, total protein [CSFTP], CSF/serum albumin ratio [Qalb], intrathecal synthesis of immunoglobulins, neurofilament light chain [NfL] in both CSF and serum [CSFNfL/sNfL]) as independent variables adjusted for age, sex, and disease duration. Results We analyzed 61 pwMS (median age 30.0 years [interquartile range 25.5–35.0], 57.4% female, median disease duration 1.0 month [IQR 0–2.0] before LP, median follow-up 1.9 years [IQR 1.1–3.5]). CSFNfL and sNfL measurements were available in 26 and 31 pwMS, respectively. pRNFL thickness at LP was inversely associated with the CSF WBC count (β = −0.36; 95% CI −0.51, −0.08; p = 0.008). We did not find any association between other CSF parameters, including CSFNfL, sNfL, and aLpRNFL. Conclusions Increased WBC count as an indicator of acute inflammation and blood-brain-barrier breakdown seems to be associated with the amount of retinal thickness already lost at the time of LP. However, neither routine CSF parameters nor a singular NfL measurement allows the prediction of future retinal thinning.
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Affiliation(s)
- Nik Krajnc
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Patrick Altmann
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Katharina Riedl
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Christoph Mitsch
- Department of Ophthalmology, Medical University of Vienna, Vienna, Austria
| | - Thomas Berger
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Fritz Leutmezer
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Paulus Rommer
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Berthold Pemp
- Department of Ophthalmology, Medical University of Vienna, Vienna, Austria
| | - Gabriel Bsteh
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- *Correspondence: Gabriel Bsteh
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Dreyer-Alster S, Gal A, Achiron A. Optical Coherence Tomography Is Associated With Cognitive Impairment in Multiple Sclerosis. J Neuroophthalmol 2022; 42:e14-e21. [PMID: 34294657 PMCID: PMC8834165 DOI: 10.1097/wno.0000000000001326] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Optical coherence tomography (OCT) is a sensitive method for quantifying retinal neuronal and axonal structures. Reductions in retinal nerve fiber layer (RNFL) and ganglion cell inner plexiform layer (GCIPL) thicknesses have a reported association with white and grey matter atrophy in multiple sclerosis (MS). We hypothesized that the thinning of intraretinal layer measurements associates with cognitive decline in MS patients with no prior event of optic neuritis (ON). METHODS OCT and NeuroTrax computerized cognitive assessments were performed in 204 relapsing remitting MS patients with no history of ON or other conditions affecting the eye. Data were collected between 2010 and 2020 and retrospectively analyzed. Correlations were examined between cognitive performance and a lower RNFL or GCIPL thickness. A multilinear regression model was generated to assess the significance of these correlations regarding the disability score and disease duration. RESULTS The 204 study participants had a mean age of 40.52 ± 11.8 years (mean ± SD) and disease duration of 9.80 ± 9.40 years. The mean RNFL thickness in this whole cohort was 82.22 ± 10.85 μm and the global cognitive score was 95.32 ± 12.32. The mean GCIPL thickness measured in a subgroup of 104 patients was 74.27 ± 10.37 μm. The RNFL and GCIPL both correlated with the global cognitive score (r = 0.174, P = 0.013 and r = 0.29, P = 0.03, respectively), and with various cognitive domains. However, the GCIPL showed stronger correlations than RNFL, particularly with executive function (r = 0.29, P = 0.003), attention (r = 0.332, P = 0.001), and the information processing speed (r = 0.25, P = 0.012). These correlations remained significant after correcting for confounders. CONCLUSION OCT measurements correlate with cognitive performance in MS patients. OCT can thus be used to evaluate central nervous system neurodegeneration in MS, as reflected by cognitive decline.
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Hanson JVM, Ng MY, Hayward-Koennecke HK, Schippling S, Reeve KA, Gerth-Kahlert C. A three-year longitudinal study of retinal function and structure in patients with multiple sclerosis. Doc Ophthalmol 2022; 144:3-16. [PMID: 34705132 PMCID: PMC8882570 DOI: 10.1007/s10633-021-09855-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 09/15/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Researchers have in recent years begun to investigate ophthalmological manifestations of multiple sclerosis (MS) other than optic neuritis (ON), and it is now clear that changes to retinal function (measured using the electroretinogram, ERG) and structure (measured using optical coherence tomography, OCT) are found in MS patients irrespective of prior ON episodes. ERG results are consistent with dysfunctional bipolar cells, as in other autoimmune diseases. To date, studies have presented only cross-sectional data regarding ERG and OCT. We, therefore, studied the longitudinal course of ERG and OCT in patients with MS, as well as the effect of disability changes and non-ON clinical relapses on these functional and structural measures. METHODS MS patients (n = 23) participating in an ongoing longitudinal observational study were invited to take part in a 3-year ophthalmological substudy. ERG and OCT were performed, and measures of MS-related disability and relapse history were obtained. Study visits were repeated annually. ERG peak times, rod b-wave amplitude, mixed rod/cone and cone b-/a-wave amplitude ratios, thickness of the peripapillary retinal nerve fibre layer, and volumes of the segmented retinal layers/complexes were analysed. Using generalised estimating equation models adjusted for age, ON, and MS treatment status, we assessed changes to ERG and OCT over the study duration, the effect of changes in disability and recent non-ON MS relapses on ERG and OCT, and the effect of selected OCT parameters on corresponding ERG parameters. RESULTS At the group level, small fluctuations of several ERG peak times were recorded, with OCT values remaining stable. Increased disability between visits was associated with significant prolongation of mixed rod-cone ERG b-wave peak times. No evidence of associations between OCT and ERG parameters was observed. CONCLUSIONS Retinal bipolar cell function may be affected by changes in disability in patients with MS; however, recent non-ON MS clinical relapses appear not to affect ERG or OCT results. As ERG changes in MS patients over 3 years are likely to be small and of uncertain clinical relevance, longitudinal studies of retinal function in MS should be planned over an extended period.
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Affiliation(s)
- James V. M. Hanson
- Department of Ophthalmology, University Hospital Zurich and University of Zurich, Frauenklinikstrasse 24, 8091 Zurich, Switzerland
| | - Mei-Yee Ng
- Masters Program in Biostatistics, University of Zurich, Hirschengraben 84, 8001 Zurich, Switzerland
| | - Helen K. Hayward-Koennecke
- Clinic for Neurology, Neuroimmunology and Multiple Sclerosis Research, University Hospital Zurich and University of Zurich, Frauenklinikstrasse 26, 8091 Zurich, Switzerland
| | - Sven Schippling
- Multimodal Imaging in Neuroimmunological Diseases (MINDS), University Hospital Zurich and University of Zurich, Frauenklinikstrasse 26, 8091 Zurich, Switzerland
| | - Kelly A. Reeve
- Institute for Epidemiology, Biostatistics, and Prevention, Department of Biostatistics, University of Zurich, Hirschengraben 84, 8001 Zurich, Switzerland
| | - Christina Gerth-Kahlert
- Department of Ophthalmology, University Hospital Zurich and University of Zurich, Frauenklinikstrasse 24, 8091 Zurich, Switzerland
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Miscioscia A, Puthenparampil M, Miante S, Pengo M, Rinaldi F, Perini P, Gallo P. Retinal inner nuclear layer thinning is decreased and associates with the clinical outcome in ocrelizumab-treated primary progressive multiple sclerosis. J Neurol 2022; 269:5436-5442. [PMID: 35648233 PMCID: PMC9467948 DOI: 10.1007/s00415-022-11183-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 05/07/2022] [Accepted: 05/11/2022] [Indexed: 02/06/2023]
Abstract
BACKGROUND Ocrelizumab was found to decrease brain atrophy rate in primary progressive multiple sclerosis (PPMS), but no data are currently available on the effect of ocrelizumab on retinal layer thicknesses in the PPMS population. OBJECTIVE To assess retinal layer changes in ocrelizumab-treated PPMS and test their possible application as biomarkers of therapy response. METHODS 36 PPMS patients, treated with ocrelizumab for at least 6 months, and 39 sex- and age-matched healthy controls (HC) were included in a blind, longitudinal study. Spectrum-domain optical coherence tomography (SD-OCT) was performed at study entry (T0) and after 6 (T6) and 12 months (T12). At month 24 (T24), patients were divided into responders (no evidence of 1-year confirmed disability progression, 1y-CDP) and non-responders (evidence of 1y-CDP). RESULTS At T24, 23/36 (64%) patients were considered responders and 13/36 (36%) non-responders. At T0, peripapillary retinal nerve fiber layer (pRNFL) thickness, macular ganglion cell-inner plexiform layer (GCIPL) and inner retinal layer (IRL) volume were significantly lower in PPMS compared to HC (p = 0.001 for all comparisons). At T6 and T12, non-responders significantly differed in the inner nuclear layer (INL) thinning rate compared to responders (p = 0.005 at both time-points). CONCLUSIONS Ocrelizumab significantly slows down INL thinning rate in PPMS responders. The longitudinal analysis of retina layer changes by means of OCT may be a promising prognostic test, and merits further investigations.
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Affiliation(s)
- Alessandro Miscioscia
- Department of Neuroscience DNS, School of Medicine, University of Padua, Via Giustiniani, 5, 35128 Padua, Veneto Region Italy ,Multiple Sclerosis Centre, University Hospital of Padua, Padua, Veneto Region Italy
| | - Marco Puthenparampil
- Department of Neuroscience DNS, School of Medicine, University of Padua, Via Giustiniani, 5, 35128 Padua, Veneto Region Italy ,Multiple Sclerosis Centre, University Hospital of Padua, Padua, Veneto Region Italy
| | - Silvia Miante
- Department of Neuroscience DNS, School of Medicine, University of Padua, Via Giustiniani, 5, 35128 Padua, Veneto Region Italy ,Multiple Sclerosis Centre, University Hospital of Padua, Padua, Veneto Region Italy ,Present Address: Neurology Unit, Ospedale dell’Angelo, Mestre, Italy
| | - Marta Pengo
- Department of Neuroscience DNS, School of Medicine, University of Padua, Via Giustiniani, 5, 35128 Padua, Veneto Region Italy ,Multiple Sclerosis Centre, University Hospital of Padua, Padua, Veneto Region Italy ,Present Address: Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Francesca Rinaldi
- Multiple Sclerosis Centre, University Hospital of Padua, Padua, Veneto Region Italy
| | - Paola Perini
- Multiple Sclerosis Centre, University Hospital of Padua, Padua, Veneto Region Italy
| | - Paolo Gallo
- Department of Neuroscience DNS, School of Medicine, University of Padua, Via Giustiniani, 5, 35128 Padua, Veneto Region Italy ,Multiple Sclerosis Centre, University Hospital of Padua, Padua, Veneto Region Italy
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46
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Paul F, Calabresi PA, Barkhof F, Green AJ, Kardon R, Sastre-Garriga J, Schippling S, Vermersch P, Saidha S, Gerendas BS, Schmidt-Erfurth U, Agoropoulou C, Zhang Y, Seifer G, Petzold A. Optical coherence tomography in multiple sclerosis: A 3-year prospective multicenter study. Ann Clin Transl Neurol 2021; 8:2235-2251. [PMID: 34792863 PMCID: PMC8670323 DOI: 10.1002/acn3.51473] [Citation(s) in RCA: 55] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 10/01/2021] [Accepted: 10/06/2021] [Indexed: 11/29/2022] Open
Abstract
Objective To evaluate changes over 3 years in the thickness of inner retinal layers including the peripapillary retinal nerve fiber layer (pRNFL), and combined macular ganglion cell and inner plexiform layers (mGCIPL), in individuals with relapsing‐remitting multiple sclerosis (RRMS) versus healthy controls; to determine whether optical coherence tomography (OCT) is sufficiently sensitive and reproducible to detect small degrees of neuroaxonal loss over time that correlate with changes in brain volume and disability progression as measured by the Expanded Disability Status Scale (EDSS). Methods Individuals with RRMS from 28 centers (n = 333) were matched with 64 healthy participants. OCT scans were performed on Heidelberg Spectralis machines (at baseline; 1 month; 6 months; 6‐monthly thereafter). Results OCT measurements were highly reproducible between baseline and 1 month (intraclass correlation coefficient >0.98). Significant inner retinal layer thinning was observed in individuals with multiple sclerosis (MS) compared with controls regardless of previous MS‐associated optic neuritis––group differences (95% CI) over 3 years: pRNFL: −1.86 (−2.54, −1.17) µm; mGCIPL: −2.03 (−2.78, −1.28) µm (both p < 0.0001; effect sizes 0.39 and 0.34). Greater inner retinal layer atrophy was observed in individuals diagnosed with RRMS <3 years versus >5 years (pRNFL: p < 0.05; mGCIPL: p < 0.01). Brain volume decreased by 1.3% in individuals with MS over 3 years compared to 0.5% in control subjects (effect size 0.76). mGCIPL atrophy correlated with brain atrophy (p < 0.0001). There was no correlation of OCT data with disability progression. Interpretation OCT has potential to estimate rates of neurodegeneration in the retina and brain. The effect size for OCT, smaller than for magnetic resonance imaging based on Heidelberg Spectralis data acquired in this study, was increased in early disease.
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Affiliation(s)
- Friedemann Paul
- NeuroCure Clinical Research Center and Experimental and Clinical Research Center, Max Delbrueck Center for Molecular Medicine and Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Peter A Calabresi
- Department of Neurology, Johns Hopkins Hospital, Baltimore, Maryland, USA
| | - Frederik Barkhof
- Department of Radiology & Nuclear Medicine, Amsterdam UMC, Vrije Universiteit, Amsterdam, Netherlands.,Institutes of Neurology & Centre for Medical Image Computing, University College London, London, UK
| | - Ari J Green
- Department of Neurology, Multiple Sclerosis Center, University of California San Francisco, San Francisco, Califonia, USA
| | - Randy Kardon
- Iowa City VA Center for Prevention and Treatment of Visual Loss, Department of Veterans Affairs Hospital Iowa City, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA.,Department of Ophthalmology and Visual Sciences, University of Iowa Hospital and Clinics, Iowa City, Iowa, USA
| | - Jaume Sastre-Garriga
- Department of Neurology/Neuroimmunology, Multiple Sclerosis Centre of Catalonia (Cemcat), Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Sven Schippling
- Neuroimmunology and Multiple Sclerosis Research Section, University Hospital Zurich, Zurich, Switzerland
| | | | - Shiv Saidha
- Department of Neurology, Johns Hopkins University, Baltimore, Maryland, USA
| | - Bianca S Gerendas
- Department of Ophthalmology, Vienna Reading Center, Medical University of Vienna, Vienna, Austria
| | | | | | - Ying Zhang
- Novartis Pharmaceuticals Corporation, East Hanover, New Jersey, USA
| | | | - Axel Petzold
- Moorfields Eye Hospital, The National Hospital for Neurology and Neurosurgery, London, UK.,Queen Square Institute of Neurology, University College London, London, UK.,MS Center Amsterdam, Amsterdam UMC (Locatie VUmc), Amsterdam, Netherlands
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47
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Mehmood A, Ali W, Song S, Din ZU, Guo RY, Shah W, Ilahi I, Yin B, Yan H, Zhang L, Khan M, Ali W, Zeb L, Safari H, Li B. Optical coherence tomography monitoring and diagnosing retinal changes in multiple sclerosis. Brain Behav 2021; 11:e2302. [PMID: 34520634 PMCID: PMC8553325 DOI: 10.1002/brb3.2302] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2021] [Revised: 06/22/2021] [Accepted: 07/12/2021] [Indexed: 12/14/2022] Open
Abstract
This study explores the use of optical coherence tomography (OCT) to monitor and diagnose multiple sclerosis (MS). The analysis of reduced total macular volume and peripapillary retinal nerve fiber layer thinning are shown. The severity of these defects increases as MS progresses, reflecting the progressive degeneration of nerve fibers and retinal ganglion cells. The OCT parameters are noninvasive, sensitive indicators that can be used to assess the progression of neurodegeneration and inflammation in MS.
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Affiliation(s)
- Arshad Mehmood
- Department of Neurology, The Second Hospital of Hebei Medical University, City Shijiazhuang, Hebei Province, P. R. China.,Key Laboratory of Neurology of Hebei Province, City Shijiazhuang, Hebei Province, P. R. China
| | - Wajid Ali
- Key Laboratory of Functional Inorganic Materials Chemistry, School of Chemistry and Materials Science, Heilongjiang University, Harbin, P. R. China
| | - Shuang Song
- Department of Neurology, The Second Hospital of Hebei Medical University, City Shijiazhuang, Hebei Province, P. R. China.,Key Laboratory of Neurology of Hebei Province, City Shijiazhuang, Hebei Province, P. R. China
| | - Zaheer Ud Din
- Institute of Cancer Stem Cell, Dalian Medical University, Liaoning Province, P. R. China
| | - Ruo-Yi Guo
- Department of Neurology, The Second Hospital of Hebei Medical University, City Shijiazhuang, Hebei Province, P. R. China.,Key Laboratory of Neurology of Hebei Province, City Shijiazhuang, Hebei Province, P. R. China
| | - Wahid Shah
- Department of Physiology, Hebei Medical University, Shijiazhuang, Hebei, P. R. China
| | - Ikram Ilahi
- Department of Zoology, University of Malakand, Chakdara, Khyber Pakhtunkhwa, Pakistan
| | - Bowen Yin
- Department of Neurology, The Second Hospital of Hebei Medical University, City Shijiazhuang, Hebei Province, P. R. China.,Key Laboratory of Neurology of Hebei Province, City Shijiazhuang, Hebei Province, P. R. China.,Department of Neurology, The First Hospital of Qinhuangdao, Qinhuangdao, Hebei, P. R. China
| | - Hongjing Yan
- Department of Neurology, The Second Hospital of Hebei Medical University, City Shijiazhuang, Hebei Province, P. R. China.,Key Laboratory of Neurology of Hebei Province, City Shijiazhuang, Hebei Province, P. R. China
| | - Lu Zhang
- Department of Neurology, The Second Hospital of Hebei Medical University, City Shijiazhuang, Hebei Province, P. R. China.,Key Laboratory of Neurology of Hebei Province, City Shijiazhuang, Hebei Province, P. R. China
| | - Murad Khan
- Department of Genetics, Hebei Key Lab of Laboratory Animal, Hebei Medical University, Shijiazhuang, Hebei Province, P. R. China
| | - Wajid Ali
- Green and Environmental Chemistry, Ecotoxicology and Ecology Laboratory, Department of Zoology, University of Malakand, Chakdara, Khyber Pakhtunkhwa, Pakistan
| | - Liaqat Zeb
- School of Bioengineering, Dalian University of Technology, Dalian, Liaoning, P.R. China
| | - Hamidreza Safari
- Department of Immunology, Torbat Jam Faculty of Medical Sciences, Torbat Jam, Iran
| | - Bin Li
- Department of Neurology, The Second Hospital of Hebei Medical University, City Shijiazhuang, Hebei Province, P. R. China.,Key Laboratory of Neurology of Hebei Province, City Shijiazhuang, Hebei Province, P. R. China
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48
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Balıkçı A, Parmak Yener N, Seferoğlu M. Optical Coherence Tomography and Optical Coherence Tomography Angiography Findings in Multiple Sclerosis Patients. Neuroophthalmology 2021; 46:19-33. [DOI: 10.1080/01658107.2021.1963787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
Affiliation(s)
- Ayşe Balıkçı
- Department of Ophthalmology, Bursa Yüksek Ihtisas Education and Research Hospital, Bursa, Turkey
| | - Neslihan Parmak Yener
- Department of Ophthalmology, Bursa Yüksek Ihtisas Education and Research Hospital, Bursa, Turkey
| | - Meral Seferoğlu
- Department of Neurology, Bursa Yüksek Ihtisas Education and Research Hospital, Bursa, Turkey
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Pisa M, Croese T, Dalla Costa G, Guerrieri S, Huang SC, Finardi A, Fabbella L, Sangalli F, Colombo B, Moiola L, Martinelli V, Comi G, Furlan R, Leocani L. Subclinical anterior optic pathway involvement in early multiple sclerosis and clinically isolated syndromes. Brain 2021; 144:848-862. [PMID: 33829250 DOI: 10.1093/brain/awaa458] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 10/09/2020] [Accepted: 10/23/2020] [Indexed: 11/12/2022] Open
Abstract
Optical coherence tomography (OCT) is gaining increasing relevance in the assessment of patients with multiple sclerosis. Converging evidence point to the view that neuro-retinal changes, in eyes without acute optic neuritis, reflect inflammatory and neurodegenerative processes taking place throughout the CNS. The present study aims at exploring the usefulness of OCT as a marker of inflammation and disease burden in the earliest phases of the disease. Thus, a cohort of 150 consecutive patients underwent clinical, neurophysiological and brain MRI assessment as well as lumbar puncture as part of their diagnostic workup for a neurological episode suggestive of inflammatory CNS disorder; among those 32 patients had another previous misdiagnosed episode. For the present study, patients also received a visual pathway assessment (OCT, visual evoked potentials, visual acuity), measurement of CSF inflammatory markers (17 cytokines-chemokines, extracellular vesicles of myeloid origin), and dosage of plasma neurofilaments. Subclinical optic nerve involvement is frequently found in clinically isolated syndromes by visual evoked potentials (19.2%). OCT reveals ganglion cell layer asymmetries in 6.8% of patients; retinal fibre layer asymmetries, despite being more frequent (17.8%), display poor specificity. The presence of subclinical involvement is associated with a greater disease burden. Second, ganglion cell layer thinning reflects the severity of disease involvement even beyond the anterior optic pathway. In fact, the ganglion cell layer in eyes without evidence of subclinical optic involvement is correlated with Expanded Disability Status Scale, low contrast visual acuity, disease duration, brain lesion load, presence of gadolinium enhancing lesions, abnormalities along motor and somatosensory evoked potentials, and frequency of CSF-specific oligoclonal bands. Third, the inner nuclear layer thickens in a post-acute (1.1-3.7 months) phase after a relapse, and this phenomenon is counteracted by steroid treatment. Likewise, a longitudinal analysis on 65 patients shows that this swelling is transient and returns to normal values after 1 year follow-up. Notwithstanding, the clinical, MRI, serological and CSF markers of disease activity considered in the study are strictly associated with one another, but none of them are associated with the inner nuclear layer. Our findings challenge the current hypothesis that the inner nuclear layer is an acute phase marker of inflammatory activity. The present study suggests that instrumental evidence of subclinical optic nerve involvement is associated with a greater disease burden in clinically isolated syndrome. Neuro-retinal changes are present since the earliest phases of the disease and yield important information regarding the neurodegenerative and inflammatory processes occurring in the CNS.
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Affiliation(s)
- Marco Pisa
- Experimental Neurophysiology Unit, Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute, Milan, Italy.,Vita-Salute San Raffaele University, Milan, Italy
| | - Tommaso Croese
- Clinical Neuroimmunology Unit, Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute, Milan, Italy
| | - Gloria Dalla Costa
- Experimental Neurophysiology Unit, Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute, Milan, Italy.,Vita-Salute San Raffaele University, Milan, Italy
| | - Simone Guerrieri
- Experimental Neurophysiology Unit, Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute, Milan, Italy.,Vita-Salute San Raffaele University, Milan, Italy
| | - Su-Chun Huang
- Experimental Neurophysiology Unit, Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute, Milan, Italy
| | - Annamaria Finardi
- Clinical Neuroimmunology Unit, Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute, Milan, Italy
| | - Lorena Fabbella
- Clinical Neuroimmunology Unit, Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute, Milan, Italy
| | - Francesca Sangalli
- Inflammatory CNS Disorders Unit, Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute, Milan, Italy
| | - Bruno Colombo
- Inflammatory CNS Disorders Unit, Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute, Milan, Italy
| | - Lucia Moiola
- Inflammatory CNS Disorders Unit, Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute, Milan, Italy
| | - Vittorio Martinelli
- Inflammatory CNS Disorders Unit, Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute, Milan, Italy
| | | | - Roberto Furlan
- Clinical Neuroimmunology Unit, Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute, Milan, Italy
| | - Letizia Leocani
- Experimental Neurophysiology Unit, Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute, Milan, Italy.,Vita-Salute San Raffaele University, Milan, Italy
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50
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Evaluation of Retinal Structure and Optic Nerve Function Changes in Multiple Sclerosis: Longitudinal Study with 1-Year Follow-Up. Neurol Res Int 2021; 2021:5573839. [PMID: 34221503 PMCID: PMC8225456 DOI: 10.1155/2021/5573839] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2021] [Revised: 05/23/2021] [Accepted: 05/31/2021] [Indexed: 11/17/2022] Open
Abstract
Background Multiple sclerosis (MS) is an autoimmune disease characterized by inflammation and demyelination of the central nervous system which often involves the optic nerve even though only 20% of the patients experience optic neuritis (ON). Objective This study aims to compare the retinal structure and optic nerve function between patients with MS and healthy controls (HCs), evaluate optic nerve alterations in MS over 1-year follow-up, and analyze its correlations with disease duration, number of relapses, degree of disability, and different subtypes. Methods This is a prospective cohort study involving 58 eyes of MS patients. Optic nerve function was evaluated with best-corrected visual acuity (BCVA), contrast sensitivity, and P100 latency, while the retinal structure was evaluated from the GCIPL and RNFL thickness measured with optical coherence tomography (OCT) and fundus photography. Results The MS group had lower BCVA (p=0.001), contrast sensitivity (p < 0.001), mean GCIPL thickness (p < 0.001), and mean RNFL thickness (p < 0.001) than HC. At 6 and 12 months of observations, GCIPL and RNFL (nasal quadrant) of MS patients decreased significantly (p=0.007 and p=0.004, respectively). Disease duration and the number of relapses correlated with delayed P100 latency (r = −0.61, p < 0.001 and r = −0.46, p=0.02). GCIPL and RNFL in the SPMS subtype were thinner than in RRMS. Conclusions The retinal structure and optic nerve function of MS patients are worse than those of normal individuals. GCIPL and RNFL thinning occurs at 6 and 12 months but do not correlate with disease duration, the number of relapses, and degree of disability.
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