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Tong B, Zhang X, Hu H, Yang H, Wang X, Zhong M, Yang F, Hua F. From diagnosis to treatment: exploring the mechanisms underlying optic neuritis in multiple sclerosis. J Transl Med 2025; 23:87. [PMID: 39838397 PMCID: PMC11748848 DOI: 10.1186/s12967-025-06105-1] [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: 08/15/2024] [Accepted: 01/08/2025] [Indexed: 01/23/2025] Open
Abstract
Multiple sclerosis (MS) is a chronic autoimmune disease affecting the central nervous system, commonly causing sensory disturbances, motor weakness, impaired gait, incoordination and optic neuritis (ON). According to the statistics, up to 50% of MS patients experience vision problems during the disease course, suffering from blurred vision, pain, color vision deficits, and even blindness. Treatments have progressed from corticosteroids to therapies targeted against B/T cells. This review comprehensively and systematically reappraises the diagnostic methods for visual impairment in MS patients. It also summarizes the most recent treatment approaches and effective medications for ON in MS. Finally, we examine the immunoinflammatory mechanisms that underlie lesions in the central nervous system in multiple sclerosis, in order to direct future investigations to confirm these mechanisms in the visual pathway.
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Affiliation(s)
- Bin Tong
- Department of Anesthesiology, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, People's Republic of China
- Department of Anesthesiology, The First Affiliated Hospital of Gannan Medical University, No.128, Jinling Road, Zhanggong District, Ganzhou, 34100, Jiangxi, People's Republic of China
- School of Ophthalmology and Optometry, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, People's Republic of China
| | - Xin Zhang
- Department of Anesthesiology, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, People's Republic of China
- Department of Anesthesiology, The First Affiliated Hospital of Gannan Medical University, No.128, Jinling Road, Zhanggong District, Ganzhou, 34100, Jiangxi, People's Republic of China
| | - Haijian Hu
- Department of Ophthalmology, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, People's Republic of China
| | - Huayi Yang
- Nanchang Medical College, Nanchang, 330004, Jiangxi, People's Republic of China
| | - Xifeng Wang
- Department of Anesthesiology, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, People's Republic of China
| | - Maolin Zhong
- Department of Anesthesiology, The First Affiliated Hospital of Gannan Medical University, No.128, Jinling Road, Zhanggong District, Ganzhou, 34100, Jiangxi, People's Republic of China
| | - Fan Yang
- Department of Cardiothoracic Surgery, People's Hospital of Ruijin City, Ruijin, 342500, Jiangxi, People's Republic of China.
| | - Fuzhou Hua
- Department of Anesthesiology, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, Jiangxi, People's Republic of China.
- Department of Anesthesiology, The First Affiliated Hospital of Gannan Medical University, No.128, Jinling Road, Zhanggong District, Ganzhou, 34100, Jiangxi, People's Republic of China.
- Jiangxi Provincial Key Laboratory of Anesthesiology, 1# Minde Road, Nanchang, 330006, Jiangxi, China.
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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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Kleerekooper I, Verschueren D, Trip S, Plant G, Petzold A. Ellipsoid Zone Reflectivity: Exploring its Potential as a Novel Non-Invasive Biomarker for Assessing Mitochondrial Function. Neuroophthalmology 2024; 48:417-428. [PMID: 39583018 PMCID: PMC11581146 DOI: 10.1080/01658107.2024.2341769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 03/09/2024] [Accepted: 04/08/2024] [Indexed: 11/26/2024] Open
Abstract
The ellipsoid zone (EZ) on macular optical coherence tomography (OCT) scans exhibits high intensity due to a high density of light-scattering mitochondria, making its reflectivity a potential marker for mitochondrial function. Here, we developed a reliable analysis tool for extracting relative EZ reflectivity and explore its potential as a biomarker in various diseases. We analysed OCT scans of patients with optic neuritis (ON), primary progressive optic neuropathy (PPON), chronic progressive external ophthalmoplegia (CPEO), dominant optic atrophy (DOA), and healthy controls. EZ reflectivity (normalised to the retina pigment epithelium (RPE) and outer nuclear layer (ONL)) was evaluated. Reliability was assessed using intraclass correlation coefficients (ICC), and group differences were analysed through multivariable linear regression, adjusting for relevant confounders. In total, 12 controls, 23 ON patients, 7 CPEO patients, 13 DOA patients, and 13 PPON patients were included. EZ/RPE20% and EZ/ONL ratios demonstrated good test-retest reliability with ICCs of 0.76 (p < .001) and 0.63 (p = .013), respectively. Multivariable regression analysis revealed that median EZ/RPE20% and EZ/ONL ratios were lower in CPEO (r = -0.12, p = .036, and r = -0.59, p = .011), DOA (r = -0.16, p = .049, and r = -0.55, p = .082), PPON (r = -0.17, p = .014, and r = -0.57, p = .037), and ON (r = -0.11, p = .013, and r = -0.42, p = .006) compared to controls, respectively. These data show that EZ reflectivity can be reliably determined from OCT scans and appears to be reduced in neuroinflammatory and mitochondrial disorders. Further validation in larger prospective cohorts is warranted, but our findings suggest that EZ reflectivity might serve as a non-invasive in-vivo biomarker for mitochondrial health.
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Affiliation(s)
- I. Kleerekooper
- Department of Brain Repair and Rehabilitation, Moorfields Eye Hospital NHS Foundation Trust, UCL, London, UK
- Queen Square MS Centre, Department of Neuroinflammation, UCL Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
- Department of Neurology, Amsterdam University Medical Center, Amsterdam, Netherlands
| | - D.V. Verschueren
- Department of Brain Repair and Rehabilitation, Moorfields Eye Hospital NHS Foundation Trust, UCL, London, UK
- Queen Square MS Centre, Department of Neuroinflammation, UCL Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
- Department of Neurology, Amsterdam University Medical Center, Amsterdam, Netherlands
- Biomedical Research Centre, National Institute for Health Research (NIHR), University College London Hospitals (UCLH), London, UK
- Department of Brain Repair and Rehabilitation, University College London, London, UK
- Dutch Expertise Centre for Neuro-Ophthalmology, MS Centre, Departments of Neurology & Ophthalmology, Amsterdam UMC, Amsterdam, The Netherlands
| | - S.A. Trip
- Queen Square MS Centre, Department of Neuroinflammation, UCL Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
- Biomedical Research Centre, National Institute for Health Research (NIHR), University College London Hospitals (UCLH), London, UK
| | - G.T. Plant
- Department of Brain Repair and Rehabilitation, University College London, London, UK
| | - A. Petzold
- Department of Brain Repair and Rehabilitation, Moorfields Eye Hospital NHS Foundation Trust, UCL, London, UK
- Queen Square MS Centre, Department of Neuroinflammation, UCL Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK
- Department of Neurology, Amsterdam University Medical Center, Amsterdam, Netherlands
- Dutch Expertise Centre for Neuro-Ophthalmology, MS Centre, Departments of Neurology & Ophthalmology, Amsterdam UMC, Amsterdam, The Netherlands
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Fursova AZ, Zubkova MY, Vasilyeva MA, Karlash YA, Derbeneva AS. [Optical coherence tomography angiography in the diagnosis of multiple sclerosis]. Vestn Oftalmol 2024; 140:63-70. [PMID: 38742500 DOI: 10.17116/oftalma202414002163] [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: 05/16/2024]
Abstract
PURPOSE This study analyzes the main changes in retinal microcirculation in patients with multiple sclerosis (MS) and their relationship with the type of disease course. MATERIAL AND METHODS 159 patients (318 eyes) were examined. The groups were formed according to the type of course and duration of MS: group 1 - 37 patients (74 eyes; 23.27%) with relapsing-remitting MS (RRMS) less than 1 year; group 2 - 47 patients (94 eyes; 29.56%) with RRMS from 1 year to 10 years; group 3 - 44 patients (86 eyes; 27.05%) with RRMS >10 years; group 4 - 32 patients (64 eyes; 20.12%) with secondary progressive MS (SPMS). Subgroups A and B were allocated within each group depending on the absence or presence of optic neuritis (ON). Patients underwent standard ophthalmological examination, including optical coherence tomography angiography (OCTA). RESULTS A decrease in the vessel density (wiVD) and perfusion density (wiPD) in the macular and peripapillary regions was revealed, progressing with the duration of the disease and with its transition to the progressive type. The minimum values were observed in patients with SPMS (group 4), with the most pronounced in the subgroup with ON (wiVD = 16.06±3.65 mm/mm2, wiPD = 39.38±9.46%, ppwiPD = 44.06±3.09%, ppwiF = 0.41±0.05). CONCLUSION OCTA provides the ability to detect subclinical vascular changes and can be considered a comprehensive, reliable method for early diagnosis and monitoring of MS progression.
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Affiliation(s)
- A Zh Fursova
- Novosibirsk State Regional Hospital, Novosibirsk, Russia
- Novosibirsk State Medical University, Novosibirsk, Russia
| | - M Yu Zubkova
- Novosibirsk State Regional Hospital, Novosibirsk, Russia
- Novosibirsk State Medical University, Novosibirsk, Russia
| | - M A Vasilyeva
- Novosibirsk State Regional Hospital, Novosibirsk, Russia
- Novosibirsk State Medical University, Novosibirsk, Russia
| | - Yu A Karlash
- Novosibirsk State Regional Hospital, Novosibirsk, Russia
- Novosibirsk State Medical University, Novosibirsk, Russia
| | - A S Derbeneva
- Novosibirsk State Regional Hospital, Novosibirsk, Russia
- Novosibirsk State Medical University, Novosibirsk, Russia
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Mohammadi S, Gouravani M, Salehi MA, Arevalo JF, Galetta SL, Harandi H, Frohman EM, Frohman TC, Saidha S, Sattarnezhad N, Paul F. Optical coherence tomography angiography measurements in multiple sclerosis: a systematic review and meta-analysis. J Neuroinflammation 2023; 20:85. [PMID: 36973708 PMCID: PMC10041805 DOI: 10.1186/s12974-023-02763-4] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 03/11/2023] [Indexed: 03/29/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Recent literature on multiple sclerosis (MS) demonstrates the growing implementation of optical coherence tomography-angiography (OCT-A) to discover potential qualitative and quantitative changes in the retina and optic nerve. In this review, we analyze OCT-A studies in patients with MS and examine its utility as a surrogate or precursor to changes in central nervous system tissue. METHODS PubMed and EMBASE were systematically searched to identify articles that applied OCT-A to evaluate the retinal microvasculature measurements in patients with MS. Quantitative data synthesis was performed on all measurements which were evaluated in at least two unique studies with the same OCT-A devices, software, and study population compared to controls. A fixed-effects or random-effects model was applied for the meta-analysis based on the heterogeneity level. RESULTS The study selection process yielded the inclusion of 18 studies with a total of 1552 evaluated eyes in 673 MS-associated optic neuritis (MSON) eyes, 741 MS without optic neuritis (MSNON eyes), and 138 eyes without specification for the presence of optic neuritis (ON) in addition to 1107 healthy control (HC) eyes. Results indicated that MS cases had significantly decreased whole image superficial capillary plexus (SCP) vessel density when compared to healthy control subjects in the analyses conducted on Optovue and Topcon studies (both P < 0.0001). Likewise, the whole image vessel densities of deep capillary plexus (DCP) and radial peripapillary capillary (RPC) were significantly lower in MS cases compared to HC (all P < 0.05). Regarding optic disc area quadrants, MSON eyes had significantly decreased mean RPC vessel density compared to MSNON eyes in all quadrants except for the inferior (all P < 0.05). Results of the analysis of studies that used prototype Axsun machine revealed that MSON and MSNON eyes both had significantly lower ONH flow index compared to HC (both P < 0.0001). CONCLUSIONS This systematic review and meta-analysis of the studies reporting OCT-A measurements of people with MS confirmed the tendency of MS eyes to exhibit reduced vessel density in the macular and optic disc areas, mainly in SCP, DCP, and RPC vessel densities.
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Affiliation(s)
- Soheil Mohammadi
- School of Medicine, Tehran University of Medical Sciences, Pour Sina St, Keshavarz Blvd, Tehran, 1417613151, Iran
| | - Mahdi Gouravani
- School of Medicine, Tehran University of Medical Sciences, Pour Sina St, Keshavarz Blvd, Tehran, 1417613151, Iran
| | - Mohammad Amin Salehi
- School of Medicine, Tehran University of Medical Sciences, Pour Sina St, Keshavarz Blvd, Tehran, 1417613151, Iran.
| | - J Fernando Arevalo
- Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Steven L Galetta
- Department of Neurology, New York University Langone Medical Center, New York, NY, USA
| | - Hamid Harandi
- School of Medicine, Tehran University of Medical Sciences, Pour Sina St, Keshavarz Blvd, Tehran, 1417613151, Iran
| | - Elliot M Frohman
- Laboratory of Neuroimmunology, Stanford University School of Medicine, Stanford, CA, USA
| | - Teresa C Frohman
- Laboratory of Neuroimmunology, Stanford University School of Medicine, Stanford, CA, USA
| | - Shiv Saidha
- Division of Neuroimmunology and Neurological Infections, Department of Neurology, Johns Hopkins University, Baltimore, MD, USA
| | - Neda Sattarnezhad
- Division of Multiple Sclerosis and Neuroimmunology, Department of Neurology, Stanford Multiple Sclerosis Center, Stanford University, Stanford, USA
| | - Friedemann Paul
- Department of Neurology, Experimental and Clinical Research Center, Max Delbrueck Center for Molecular Medicine, NeuroCure Clinical Research Center, Charité Universitätsmedizin Berlin, Berlin, Germany
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Sguigna PV, Tardo LM, Blackburn KM, Horton LA, Conger DL, Hogan RN, McCreary MC, Greenberg BM. Application of the International Interocular Difference Thresholds into Practice: Localising the Patient Experience. Neuroophthalmology 2022; 46:375-382. [PMID: 36544583 PMCID: PMC9762821 DOI: 10.1080/01658107.2022.2109687] [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: 08/27/2021] [Revised: 06/30/2022] [Accepted: 07/28/2022] [Indexed: 12/24/2022] Open
Abstract
Demyelinating diseases of the central nervous system (CNS) often have neuro-ophthalmological manifestations, and retinal examination can be helpful in making the diagnosis. The latest iteration of optical coherence tomography (OCT)-based criteria for optic neuritis in multiple sclerosis has been developed in the research realm, but its application to clinical practice, and to the more uncommon demyelinating diseases requires further study. The ability to use OCT data to distinguish between various CNS demyelinating disorders could provide additional paraclinical tools to accurately diagnose patients. Furthermore, neuro-ophthalmological testing can define the extent of inflammatory damage in the CNS, independent of patient-reported history. New referrals for OCT at a tertiary multiple sclerosis and neuro-immunology referral centre (n = 167) were analysed retrospectively for the self-reporting of optic neuritis, serological test results, and diagnosis. Only approximately 30% of patients with a clinical history of unilateral optic neuritis solely had a unilateral optic neuropathy, nearly 40% of those subjects actually having evidence of bilateral optic neuropathies. Roughly 30% of patients reporting a history of bilateral optic neuritis did not have any evidence of structural disease, with 20% of these patients having a separate, intervenable diagnosis noted on macular scans. OCT is a useful adjunct diagnostic tool in the evaluation of demyelinating disease and has the ability to aid in a more accurate diagnosis for patients. Application of the international interocular difference thresholds to a clinical patient population generally reproduces the original results, emphasising their appropriateness. The analysis distinguishing the demyelinating diseases needs to be replicated in a blinded, multi-centre setting.
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Affiliation(s)
- Peter V. Sguigna
- Multiple Sclerosis & Neuroimmunology Division, Department of Neurology, University of Texas Southwestern, Dallas, Texas, USA
| | - Lauren M. Tardo
- Multiple Sclerosis & Neuroimmunology Division, Department of Neurology, University of Texas Southwestern, Dallas, Texas, USA
| | - Kyle M. Blackburn
- Multiple Sclerosis & Neuroimmunology Division, Department of Neurology, University of Texas Southwestern, Dallas, Texas, USA
| | - Lindsay A. Horton
- Multiple Sclerosis & Neuroimmunology Division, Department of Neurology, University of Texas Southwestern, Dallas, Texas, USA
| | - Darrel L. Conger
- Multiple Sclerosis & Neuroimmunology Division, Department of Neurology, University of Texas Southwestern, Dallas, Texas, USA
| | - R. Nick Hogan
- Multiple Sclerosis & Neuroimmunology Division, Department of Neurology, University of Texas Southwestern, Dallas, Texas, USA
- Department of Ophthalmology, University of Texas Southwestern, Dallas, Texas, USA
- Department of Pathology, University of Texas Southwestern, Dallas, Texas, USA
- Department of Neurosurgery, University of Texas Southwestern, Dallas, Texas, USA
| | - Morgan C. McCreary
- Multiple Sclerosis & Neuroimmunology Division, Department of Neurology, University of Texas Southwestern, Dallas, Texas, USA
| | - Benjamin M. Greenberg
- Multiple Sclerosis & Neuroimmunology Division, Department of Neurology, University of Texas Southwestern, Dallas, Texas, USA
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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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Temel E, Aşıkgarip N, Koçak Y, Örnek K, Kocamış Ö, Özcan G. Analysis of choroidal vascularity index in multiple sclerosis patients without optic neuritis attack. Photodiagnosis Photodyn Ther 2022; 38:102823. [DOI: 10.1016/j.pdpdt.2022.102823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 02/26/2022] [Accepted: 03/17/2022] [Indexed: 10/18/2022]
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Kleerekooper I, Chua S, Foster PJ, Trip SA, Plant GT, Petzold A, Patel P. Associations of Alcohol Consumption and Smoking With Disease Risk and Neurodegeneration in Individuals With Multiple Sclerosis in the United Kingdom. JAMA Netw Open 2022; 5:e220902. [PMID: 35238934 PMCID: PMC8895260 DOI: 10.1001/jamanetworkopen.2022.0902] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
IMPORTANCE Understanding the effects of modifiable risk factors on risk for multiple sclerosis (MS) and associated neurodegeneration is important to guide clinical counseling. OBJECTIVE To investigate associations of alcohol use, smoking, and obesity with odds of MS diagnosis and macular ganglion cell layer and inner plexiform layer (mGCIPL) thickness. DESIGN, SETTING, AND PARTICIPANTS This cross-sectional study analyzed data from the community-based UK Biobank study on health behaviors and retinal thickness (measured by optical coherence tomography in both eyes) in individuals aged 40 to 69 years examined from December 1, 2009, to December 31, 2010. Risk factors were identified with multivariable logistic regression analyses. To adjust for intereye correlations, multivariable generalized estimating equations were used to explore associations of alcohol use and smoking with mGCIPL thickness. Finally, interaction models explored whether the correlations of alcohol and smoking with mGCIPL thickness differed for individuals with MS. Data were analyzed from February 1 to July 1, 2021. EXPOSURES Smoking status (never, previous, or current), alcohol intake (never or special occasions only [low], once per month to ≤4 times per week [moderate], or daily/almost daily [high]), and body mass index. MAIN OUTCOMES AND MEASURES Multiple sclerosis case status and mGCIPL thickness. RESULTS A total of 71 981 individuals (38 685 women [53.7%] and 33 296 men [46.3%]; mean [SD] age, 56.7 [8.0] years) were included in the analysis (20 065 healthy control individuals, 51 737 control individuals with comorbidities, and 179 individuals with MS). Modifiable risk factors significantly associated with MS case status were current smoking (odds ratio [OR], 3.05 [95% CI, 1.95-4.64]), moderate alcohol intake (OR, 0.62 [95% CI, 0.43-0.91]), and obesity (OR, 1.72 [95% CI, 1.15-2.56]) compared with healthy control individuals. Compared with the control individuals with comorbidities, only smoking was associated with case status (OR, 2.30 [95% CI, 1.48-3.51]). High alcohol intake was associated with a thinner mGCIPL in individuals with MS (adjusted β = -3.09 [95% CI, -5.70 to -0.48] μm; P = .02). In the alcohol interaction model, high alcohol intake was associated with thinner mGCIPL in control individuals (β = -0.93 [95% CI, -1.07 to -0.79] μm; P < .001), but there was no statistically significant association in individuals with MS (β = -2.27 [95% CI, -4.76 to 0.22] μm; P = .07). Smoking was not associated with mGCIPL thickness in MS. However, smoking was associated with greater mGCIPL thickness in control individuals (β = 0.89 [95% CI, 0.74-1.05 μm]; P < .001). CONCLUSIONS AND RELEVANCE These findings suggest that high alcohol intake was associated with retinal features indicative of more severe neurodegeneration, whereas smoking was associated with higher odds of being diagnosed with MS.
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Affiliation(s)
- Iris Kleerekooper
- Queen Square MS Centre, Department of Neuroinflammation, UCL (University College London) Institute of Neurology, London, United Kingdom
- Department of Neuro-ophthalmology, Moorfields Eye Hospital, London, United Kingdom
| | - Sharon Chua
- NIHR (National Institute for Health Research) Biomedical Research Centre, Moorfields Eye Hospital, NHS (National Health Service) Foundation Trust and UCL Institute of Ophthalmology, London, United Kingdom
| | - Paul J. Foster
- NIHR (National Institute for Health Research) Biomedical Research Centre, Moorfields Eye Hospital, NHS (National Health Service) Foundation Trust and UCL Institute of Ophthalmology, London, United Kingdom
| | - S. Anand Trip
- Queen Square MS Centre, Department of Neuroinflammation, UCL (University College London) Institute of Neurology, London, United Kingdom
| | - Gordon T. Plant
- Queen Square MS Centre, Department of Neuroinflammation, UCL (University College London) Institute of Neurology, London, United Kingdom
| | - Axel Petzold
- Queen Square MS Centre, Department of Neuroinflammation, UCL (University College London) Institute of Neurology, London, United Kingdom
- Department of Neuro-ophthalmology, Moorfields Eye Hospital, London, United Kingdom
- Dutch Expertise Centre for Neuro-ophthalmology and MS (Multiple Sclerosis) Centre, Departments of Neurology and Ophthalmology, Amsterdam University Medical College, Amsterdam, the Netherlands
| | - Praveen Patel
- NIHR (National Institute for Health Research) Biomedical Research Centre, Moorfields Eye Hospital, NHS (National Health Service) Foundation Trust and UCL Institute of Ophthalmology, London, United Kingdom
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Huang W, Li H, Li H, Huang T, Yuan S, Lü T. White matter lesions are associated with obstructive sleep apnea hypopnea syndrome. Neurol Res 2021; 44:423-428. [PMID: 34781838 DOI: 10.1080/01616412.2021.2000823] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
BACKGROUND Study on the association of white matter lesions with obstructive sleep apnea hypopnea syndrome and its risk factors. METHODS A recruited study with a sample of 172 patients from the department of neurology of the Third Affiliated Hospital of Southern Medical University between 2015 and 2019. RESULTS According to the univariate analysis, the independent variables where P < 0.1 were included in the multivariate logistic regression model. After adjusting for confounding factors, the two-category logistic regression showed that Obstructive sleep apnea hypopnea syndrome (OSAHS) (OR = 8.347, 95%CI: 2.561 ~ 27.212, P < 0.001) were independent risk factors for WML, and that the prevalence of Cerebral white matter lesions (WML) increased with the severity of OSAHS (P = 0.002). In the non-OSAHS group, the mild OSAHS group, and the moderate-to-severe OSAHS group the apnea-hypopnea index (AHI) in the supine position was significantly higher than that in the left or right lateral position, showing a decreasing trend. The SaO2 < 90% total sleep time (TST SaO2 < 90%) showed an increasing trend, as did the body mass index. In the OSAHS severity groups, the AHI in the supine position was significantly higher than that in the left or right lateral position. Spearman correlation analysis showed that WML was positively related to AHI in the supine position (r = 0.209, P = 0.006). CONCLUSIONS OSAHS was an independent risk factor for WML. There was a positive relationship between WML and AHI in the supine position. ABBREVIATIONS AHI, apnea-hypopnea index; OSAHS, obstructive sleep apnea hypopnea syndrome; WML, white matter lesions; MRI, magnetic resonance imaging; BMI, body mass index; TSTSaO2 <90%, SaO2 <90% total sleep time; LSaO2, lowest oxygen saturation level; CI, confidence interval; OR, odds ratio.
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Affiliation(s)
- Weihua Huang
- Department of Respiration Medicine, The Zengcheng Branch of Nanfang Hospital, Southern Medical University, Guangzhou, PR China
| | - Huanmin Li
- Department of Neurology, The Third Affiliated Hospital of Southern Medical University, Guangzhou, PR China
| | - Huan Li
- Department of Neurology, The Third Affiliated Hospital of Southern Medical University, Guangzhou, PR China
| | - Tianrong Huang
- Department of Neurology, The Third Affiliated Hospital of Southern Medical University, Guangzhou, PR China
| | - Shiqi Yuan
- Department of Neurology, The Third Affiliated Hospital of Southern Medical University, Guangzhou, PR China
| | - Tianming Lü
- Department of Neurology, The Third Affiliated Hospital of Southern Medical University, Guangzhou, PR China
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11
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Kallab M, Hommer N, Schlatter A, Bsteh G, Altmann P, Popa-Cherecheanu A, Pfister M, Werkmeister RM, Schmidl D, Schmetterer L, Garhöfer G. Retinal Oxygen Metabolism and Haemodynamics in Patients With Multiple Sclerosis and History of Optic Neuritis. Front Neurosci 2021; 15:761654. [PMID: 34712117 PMCID: PMC8546107 DOI: 10.3389/fnins.2021.761654] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 09/22/2021] [Indexed: 12/20/2022] Open
Abstract
Vascular changes and alterations of oxygen metabolism are suggested to be implicated in multiple sclerosis (MS) pathogenesis and progression. Recently developed in vivo retinal fundus imaging technologies provide now an opportunity to non-invasively assess metabolic changes in the neural retina. This study was performed to assess retinal oxygen metabolism, peripapillary capillary density (CD), large vessel density (LVD), retinal nerve fiber layer thickness (RNFLT) and ganglion cell inner plexiform layer thickness (GCIPLT) in patients with diagnosed relapsing multiple sclerosis (RMS) and history of unilateral optic neuritis (ON). 16 RMS patients and 18 healthy controls (HC) were included in this study. Retinal oxygen extraction was modeled using O2 saturations and Doppler optical coherence tomography (DOCT) derived retinal blood flow (RBF) data. CD and LVD were assessed using optical coherence tomography (OCT) angiography. RNFLT and GCIPLT were measured using structural OCT. Measurements were performed in eyes with (MS+ON) and without (MS-ON) history for ON in RMS patients and in one eye in HC. Total oxygen extraction was lowest in MS+ON (1.8 ± 0.2 μl O2/min), higher in MS-ON (2.1 ± 0.5 μl O2/min, p = 0.019 vs. MS+ON) and highest in HC eyes (2.3 ± 0.6 μl O2/min, p = 0.002 vs. MS, ANOVA p = 0.031). RBF was lower in MS+ON (33.2 ± 6.0 μl/min) compared to MS-ON (38.3 ± 4.6 μl/min, p = 0.005 vs. MS+ON) and HC eyes (37.2 ± 4.7 μl/min, p = 0.014 vs. MS+ON, ANOVA p = 0.010). CD, LVD, RNFLT and GCIPL were significantly lower in MS+ON eyes. The present data suggest that structural alterations in the retina of RMS patients are accompanied by changes in oxygen metabolism, which are more pronounced in MS+ON than in MS-ON eyes. Whether these alterations promote MS onset and progression or occur as consequence of disease warrants further investigation. Clinical Trial Registration: ClinicalTrials.gov registry, NCT03401879.
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Affiliation(s)
- Martin Kallab
- Department of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria
| | - Nikolaus Hommer
- Department of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria
| | - Andreas Schlatter
- Department of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria.,Vienna Institute for Research in Ocular Surgery (VIROS), Karl Landsteiner Institute, Hanusch Hospital, Vienna, Austria
| | - Gabriel Bsteh
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Patrick Altmann
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Alina Popa-Cherecheanu
- Carol Davila University of Medicine and Pharmacy, Bucharest, Romania.,Department of Ophthalmology, University Emergency Hospital, Bucharest, Romania
| | - Martin Pfister
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Vienna, Austria.,Institute of Applied Physics, Vienna University of Technology, Vienna, Austria
| | - René M Werkmeister
- Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Vienna, Austria
| | - Doreen Schmidl
- Department of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria
| | - Leopold Schmetterer
- Department of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria.,Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Vienna, Austria.,Singapore Eye Research Institute, Singapore, Singapore.,Nanyang Technological University, Singapore, Singapore.,Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore.,SERI-NTU Advanced Ocular Engineering (STANCE), Singapore, Singapore.,Institute of Molecular and Clinical Ophthalmology, Basel, Switzerland
| | - Gerhard Garhöfer
- Department of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria
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12
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Wang HQ, Song KY, Feng JZ, Huang SY, Guo XM, Zhang L, Zhang G, Huo YC, Zhang RR, Ma Y, Hu QZ, Qin XY. Caffeine Inhibits Activation of the NLRP3 Inflammasome via Autophagy to Attenuate Microglia-Mediated Neuroinflammation in Experimental Autoimmune Encephalomyelitis. J Mol Neurosci 2021; 72:97-112. [PMID: 34478049 DOI: 10.1007/s12031-021-01894-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Accepted: 07/19/2021] [Indexed: 12/19/2022]
Abstract
The activation of microglia is an important cause of central nervous system (CNS) inflammatory cell infiltration and inflammatory demyelination in experimental autoimmune encephalomyelitis (EAE). Furthermore, the proinflammatory response induced by the NLR family pyrin domain containing 3 (NLRP3) inflammasome can be amplified in microglia after NLRP3 inflammasome activation. Autophagy is closely related to the inflammatory response. Caffeine exerts anti-inflammatory and autophagy-stimulating effects, but the specific mechanism remains unclear. This study examined the mechanism underlying the anti-inflammatory effect of caffeine on EAE. In this study, C57BL/6 mice were immunized to induce EAE and treated with caffeine to observe its effect on prognosis. The effects of caffeine on autophagy and inflammation were also analysed in mouse primary microglia (PM) and the BV2 cell line. The data demonstrated that caffeine reduced the clinical score, the infiltration of inflammatory cells, the demyelination level, and the activation of microglia in EAE mice. Furthermore, caffeine increased the LC3-II/LC3-I levels and decreased the NLRP3 and P62 levels in EAE mice, whereas the autophagy inhibitor 3-methylamine (3-MA) blocked these effects. In vitro, caffeine promoted autophagy by suppressing the mechanistic target of rapamycin (mTOR) pathway and inhibited activation of the NLRP3 inflammasome. However, autophagy-related gene 5 (ATG5)-specific siRNA abolished the anti-inflammatory effect of caffeine treatment in PM and BV2 cells. Taken together, these data suggest that caffeine exerts a newly discovered effect on EAE by reducing NLRP3 inflammasome activation via the induction of autophagy in microglia.
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Affiliation(s)
- Hui-Qi Wang
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, 1 Yixueyuan Road, Yuzhong District, Chongqing, 400016, China.,Rehabilitation & Sports Medicine Research Institute of Zhejiang Province, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, 310014, China
| | - Kai-Yi Song
- Rehabilitation & Sports Medicine Research Institute of Zhejiang Province, Zhejiang Provincial People's Hospital, People's Hospital of Hangzhou Medical College, Hangzhou, 310014, China
| | - Jin-Zhou Feng
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, 1 Yixueyuan Road, Yuzhong District, Chongqing, 400016, China
| | - Si-Yuan Huang
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, 1 Yixueyuan Road, Yuzhong District, Chongqing, 400016, China
| | - Xiu-Ming Guo
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, 1 Yixueyuan Road, Yuzhong District, Chongqing, 400016, China
| | - Lei Zhang
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, 1 Yixueyuan Road, Yuzhong District, Chongqing, 400016, China
| | - Gang Zhang
- Cerebravascular Disease Department. Number 98, The First People's Hospital of Zunyi, (The third affiliated hospital of Zunyi Medical University), Fenghuang Road, Zunyi, Guizhou Province, 563000, China
| | - Ying-Chao Huo
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, 1 Yixueyuan Road, Yuzhong District, Chongqing, 400016, China
| | - Rong-Rong Zhang
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, 1 Yixueyuan Road, Yuzhong District, Chongqing, 400016, China
| | - Yue Ma
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, 1 Yixueyuan Road, Yuzhong District, Chongqing, 400016, China
| | - Qing-Zhe Hu
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, 1 Yixueyuan Road, Yuzhong District, Chongqing, 400016, China
| | - Xin-Yue Qin
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, 1 Yixueyuan Road, Yuzhong District, Chongqing, 400016, China.
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13
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Three "Red Lines" for Pattern Recognition-Based Differential Diagnosis Using Optical Coherence Tomography in Clinical Practice. J Neuroophthalmol 2021; 41:385-398. [PMID: 34415273 DOI: 10.1097/wno.0000000000001173] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
BACKGROUND Optical coherence tomography (OCT) devices for imaging of the eye are broadly available. The test is noninvasive, rapid, and well-tolerated by patients. This creates a large number of OCT images and patient referrals. Interpretation of OCT findings at the interface between neurological and ophthalmologic conditions has become a key skill in the neuro-ophthalmology service. Similar to the interpretation of visual fields, recogntion of the vertical and horizontal medians are helpful. A third "red line" is added, which will be reviewed here. EVIDENCE Levels 1a to 5 evidence. ACQUISITION Literature research. RESULTS There is level 1a evidence that neurodegeneration of the brain is associated with inner retinal layer atrophy. Predominantly, this is driven by retrograde (trans-synaptic) axonal degeneration from the brain to the eye. This process typically stops at the level of the inner nuclear layer (INL). Anterograde (Wallerian) axonal degeneration from the eye to the brain can trespass the INL. The geography of atrophy and swelling of individual macular retinal layers distinguishes prechiasmal from postchiasmal pathology. The emerging patterns are a front-back "red line" at the INL; a vertical "red line" through the macula for chiasmal/postchiasmal pathology; and a horizontal "red line" through the macular for pathology pointing to the optic disc. This is summarized by illustrative case vignettes. CONCLUSIONS The interpretation of patterns of individual retinal layer atrophy (3 "red lines") needs to be combined with recognition of localized layer thickening (edema, structural) at the macula. Certain macular patterns point to pathology at the level of the optic disc. This requires revision of the optic disc OCT and will guide need for further investigations. The 3 "red lines" proposed here may be found useful in clinical practice and the related mnemonics ("half moon," "sunset," "rainbow") for teaching.
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14
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Petzold A, Albrecht P, Balcer L, Bekkers E, Brandt AU, Calabresi PA, Deborah OG, Graves JS, Green A, Keane PA, Nij Bijvank JA, Sander JW, Paul F, Saidha S, Villoslada P, Wagner SK, Yeh EA. Artificial intelligence extension of the OSCAR-IB criteria. Ann Clin Transl Neurol 2021; 8:1528-1542. [PMID: 34008926 PMCID: PMC8283174 DOI: 10.1002/acn3.51320] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 12/31/2020] [Accepted: 01/03/2021] [Indexed: 12/12/2022] Open
Abstract
Artificial intelligence (AI)-based diagnostic algorithms have achieved ambitious aims through automated image pattern recognition. For neurological disorders, this includes neurodegeneration and inflammation. Scalable imaging technology for big data in neurology is optical coherence tomography (OCT). We highlight that OCT changes observed in the retina, as a window to the brain, are small, requiring rigorous quality control pipelines. There are existing tools for this purpose. Firstly, there are human-led validated consensus quality control criteria (OSCAR-IB) for OCT. Secondly, these criteria are embedded into OCT reporting guidelines (APOSTEL). The use of the described annotation of failed OCT scans advances machine learning. This is illustrated through the present review of the advantages and disadvantages of AI-based applications to OCT data. The neurological conditions reviewed here for the use of big data include Alzheimer disease, stroke, multiple sclerosis (MS), Parkinson disease, and epilepsy. It is noted that while big data is relevant for AI, ownership is complex. For this reason, we also reached out to involve representatives from patient organizations and the public domain in addition to clinical and research centers. The evidence reviewed can be grouped in a five-point expansion of the OSCAR-IB criteria to embrace AI (OSCAR-AI). The review concludes by specific recommendations on how this can be achieved practically and in compliance with existing guidelines.
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Affiliation(s)
- Axel Petzold
- Moorfields Eye HospitalCity Road, The National Hospital for Neurology and NeurosurgeryQueen SquareUCL Queen Square Institute of NeurologyLondonUK
- Neuro‐ophthalmology Expert CenterAmsterdam UMCThe Netherlands
| | - Philipp Albrecht
- Department of NeurologyMedical FacultyHeinrich‐Heine UniversityDüsseldorfGermany
| | - Laura Balcer
- Departments of NeurologyPopulation Health and OphthalmologyNYU Grossman School of MedicineNew YorkUSA
| | | | | | - Peter A. Calabresi
- Department of NeurologyJohns Hopkins University School of MedicineBaltimoreMarylandUSA
| | | | | | - Ari Green
- Department of NeurologyUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Pearse A Keane
- Moorfields Eye HospitalCity Road, The National Hospital for Neurology and NeurosurgeryQueen SquareUCL Queen Square Institute of NeurologyLondonUK
| | | | - Josemir W. Sander
- NIHR UCL Hospitals Biomedical Research CentreUCL Queen Square Institute of NeurologyLondonUK
- Chalfont Centre for EpilepsyChalfont St PeterUK
- Stichting Epilepsie Instellingen Nederland (SEIN)HeemstedeThe Netherlands
| | - Friedemann Paul
- Experimental and Clinical Research CenterMax Delbrück Center for Molecular Medicine and Charité – Universitätsmedizin Berlincorporate member of Freie Universität BerlinHumboldt‐Universität zu Berlin, and Berlin Institute of HealthGermany
| | - Shiv Saidha
- Department of NeurologyJohns Hopkins University School of MedicineBaltimoreMarylandUSA
| | - Pablo Villoslada
- Institut d’Investigacion Biomediques August Pi Sunyer (DIBAPS) and Hospital ClinicUniversity of BarcelonaBarcelonaSpain
| | - Siegfried K Wagner
- Moorfields Eye HospitalCity Road, The National Hospital for Neurology and NeurosurgeryQueen SquareUCL Queen Square Institute of NeurologyLondonUK
| | - E. Ann Yeh
- Division of NeurologyDepartment of PediatricsHospital for Sick ChildrenDivision of Neurosciences and Mental Health SickKids Research InstituteUniversity of TorontoCanada
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15
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Alba-Arbalat S, Andorra M, Sanchez-Dalmau B, Camos-Carreras A, Dotti-Boada M, Pulido-Valdeolivas I, Llufriu S, Blanco Y, Sepulveda M, Saiz A, Batet O, Bilbao I, Torre I, Amat-Roldan I, Martinez-Lapiscina EH, Villoslada P. In Vivo Molecular Changes in the Retina of Patients With Multiple Sclerosis. Invest Ophthalmol Vis Sci 2021; 62:11. [PMID: 33974046 PMCID: PMC8114005 DOI: 10.1167/iovs.62.6.11] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Purpose Raman spectroscopy allows molecular changes to be quantified in vivo from the tissues like the retina. Here we aimed to assess the metabolic changes in the retina of patients with multiple sclerosis (MS). Methods We built a Raman spectroscopy prototype by connecting a scanning laser ophthalmoscope to a spectrophotometer. We defined the spectra of 10 molecules participating on energy supply, axon biology, or synaptic damage, which have been shown to be altered in the brain of patients with MS: cytochrome C, flavin adenine dinucleotide (FAD), nicotinamide adenine dinucleotide (NADH), N-acetyl-aspartate (NAA), excitotoxicity, glutamate, amyloid β (Aβ), τ and α-synuclein (SNCA), phosphatidyl-ethanolamine, and phosphatidyl-choline. We studied these molecules in a prospective cohort of patients with MS, either in the chronic phase or during relapses of acute optic neuritis (AON). Results Significant changes to all these molecules were associated with age in healthy individuals. There was a significant decrease in NADH and a trend toward a decrease in NAA in patients with MS, as well as an increase in Aβ compared with healthy controls. Moreover, NADH and FAD increased over time in a longitudinal analysis of patients with MS, whereas Aβ diminished. In patients with acute retinal inflammation due to AON, there was a significant increase in FAD and a decrease in SNCA in the affected retina. Moreover, glutamate levels increased in the affected eyes after a 6-month follow-up. Conclusions Alterations of molecules related to axonal degeneration are observed during neuroinflammation and show dynamic changes over time, suggesting progressive neurodegeneration.
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Affiliation(s)
- Salut Alba-Arbalat
- Center of Neuroimmunology, Institut d'Investigacions Biomediques August Pi Sunyer, Barcelona, Spain.,Department of Ophthalmology, Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Magi Andorra
- Center of Neuroimmunology, Institut d'Investigacions Biomediques August Pi Sunyer, Barcelona, Spain
| | - Bernardo Sanchez-Dalmau
- Center of Neuroimmunology, Institut d'Investigacions Biomediques August Pi Sunyer, Barcelona, Spain.,Department of Ophthalmology, Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Anna Camos-Carreras
- Center of Neuroimmunology, Institut d'Investigacions Biomediques August Pi Sunyer, Barcelona, Spain.,Department of Ophthalmology, Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Marina Dotti-Boada
- Center of Neuroimmunology, Institut d'Investigacions Biomediques August Pi Sunyer, Barcelona, Spain.,Department of Ophthalmology, Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Irene Pulido-Valdeolivas
- Center of Neuroimmunology, Institut d'Investigacions Biomediques August Pi Sunyer, Barcelona, Spain.,Department of Neurology, Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Sara Llufriu
- Center of Neuroimmunology, Institut d'Investigacions Biomediques August Pi Sunyer, Barcelona, Spain.,Department of Neurology, Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Yolanda Blanco
- Center of Neuroimmunology, Institut d'Investigacions Biomediques August Pi Sunyer, Barcelona, Spain.,Department of Neurology, Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Maria Sepulveda
- Center of Neuroimmunology, Institut d'Investigacions Biomediques August Pi Sunyer, Barcelona, Spain.,Department of Neurology, Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Albert Saiz
- Center of Neuroimmunology, Institut d'Investigacions Biomediques August Pi Sunyer, Barcelona, Spain.,Department of Neurology, Hospital Clinic, University of Barcelona, Barcelona, Spain.,Institut de Neurociències, University of Barcelona, Barcelona, Spain
| | | | | | | | | | - Elena H Martinez-Lapiscina
- Center of Neuroimmunology, Institut d'Investigacions Biomediques August Pi Sunyer, Barcelona, Spain.,Department of Neurology, Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Pablo Villoslada
- Center of Neuroimmunology, Institut d'Investigacions Biomediques August Pi Sunyer, Barcelona, Spain.,Stanford University, Stanford, California, United States
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16
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Petzold A, Chua SYL, Khawaja AP, Keane PA, Khaw PT, Reisman C, Dhillon B, Strouthidis NG, Foster PJ, Patel PJ. Retinal asymmetry in multiple sclerosis. Brain 2021; 144:224-235. [PMID: 33253371 PMCID: PMC7880665 DOI: 10.1093/brain/awaa361] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Revised: 07/15/2020] [Accepted: 08/11/2020] [Indexed: 12/21/2022] Open
Abstract
The diagnosis of multiple sclerosis is based on a combination of clinical and paraclinical tests. The potential contribution of retinal optical coherence tomography (OCT) has been recognized. We tested the feasibility of OCT measures of retinal asymmetry as a diagnostic test for multiple sclerosis at the community level. In this community-based study of 72 120 subjects, we examined the diagnostic potential of the inter-eye difference of inner retinal OCT data for multiple sclerosis using the UK Biobank data collected at 22 sites between 2007 and 2010. OCT reporting and quality control guidelines were followed. The inter-eye percentage difference (IEPD) and inter-eye absolute difference (IEAD) were calculated for the macular retinal nerve fibre layer (RNFL), ganglion cell inner plexiform layer (GCIPL) complex and ganglion cell complex. Area under the receiver operating characteristic curve (AUROC) comparisons were followed by univariate and multivariable comparisons accounting for a large range of diseases and co-morbidities. Cut-off levels were optimized by ROC and the Youden index. The prevalence of multiple sclerosis was 0.0023 [95% confidence interval (CI) 0.00229–0.00231]. Overall the discriminatory power of diagnosing multiple sclerosis with the IEPD AUROC curve (0.71, 95% CI 0.67–0.76) and IEAD (0.71, 95% CI 0.67–0.75) for the macular GCIPL complex were significantly higher if compared to the macular ganglion cell complex IEPD AUROC curve (0.64, 95% CI 0.59–0.69, P = 0.0017); IEAD AUROC curve (0.63, 95% CI 0.58–0.68, P < 0.0001) and macular RNFL IEPD AUROC curve (0.59, 95% CI 0.54–0.63, P < 0.0001); IEAD AUROC curve (0.55, 95% CI 0.50–0.59, P < 0.0001). Screening sensitivity levels for the macular GCIPL complex IEPD (4% cut-off) were 51.7% and for the IEAD (4 μm cut-off) 43.5%. Specificity levels were 82.8% and 86.8%, respectively. The number of co-morbidities was important. There was a stepwise decrease of the AUROC curve from 0.72 in control subjects to 0.66 in more than nine co-morbidities or presence of neuromyelitis optica spectrum disease. In the multivariable analyses greater age, diabetes mellitus, other eye disease and a non-white ethnic background were relevant confounders. For most interactions, the effect sizes were large (partial ω2 > 0.14) with narrow confidence intervals. In conclusion, the OCT macular GCIPL complex IEPD and IEAD may be considered as supportive measurements for multiple sclerosis diagnostic criteria in a young patient without relevant co-morbidity. The metric does not allow separation of multiple sclerosis from neuromyelitis optica. Retinal OCT imaging is accurate, rapid, non-invasive, widely available and may therefore help to reduce need for invasive and more costly procedures. To be viable, higher sensitivity and specificity levels are needed.
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Affiliation(s)
- Axel Petzold
- Moorfields Eye Hospital and The National Hospital for Neurology and Neurosurgery, London, UK.,UCL Queen Square Institute of Neurology, London, UK.,Dutch Expertise Centre for Neuro-ophthalmology and MS Centre, Departments of Neurology and Ophthalmology, Amsterdam UMC, Amsterdam, The Netherlands
| | - Sharon Y L Chua
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
| | - Anthony P Khawaja
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
| | - Pearse A Keane
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
| | - Peng T Khaw
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
| | - Charles Reisman
- Topcon Healthcare Solutions Research and Development, Oakland, New Jersey, USA
| | - Baljean Dhillon
- Centre for Clinical Brain Sciences, School of Clinical Sciences, NHS Lothian, Edinburgh, UK
| | - Nicholas G Strouthidis
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
| | - Paul J Foster
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
| | - Praveen J Patel
- NIHR Biomedical Research Centre, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, London, UK
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17
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Kleerekooper I, Houston S, Dubis AM, Trip SA, Petzold A. Optical Coherence Tomography Angiography (OCTA) in Multiple Sclerosis and Neuromyelitis Optica Spectrum Disorder. Front Neurol 2020; 11:604049. [PMID: 33362705 PMCID: PMC7758345 DOI: 10.3389/fneur.2020.604049] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Accepted: 11/17/2020] [Indexed: 12/29/2022] Open
Abstract
Vascular changes are increasingly recognized as important factors in the pathophysiology of neuroinflammatory disease, especially in multiple sclerosis (MS). The relatively novel technology of optical coherence tomography angiography (OCTA) images the retinal and choroidal vasculature non-invasively and in a depth-resolved manner. OCTA provides an alternative quantitative measure of retinal damage, by measuring vascular density instead of structural atrophy. Preliminary results suggest OCTA is sensitive to retinal damage in early disease stages, while also having less of a "floor-effect" compared with commonly used OCT metrics, meaning it can pick up further damage in a severely atrophied retina in later stages of disease. Furthermore, it may serve as a surrogate marker for vascular pathology in the central nervous system. Data to date consistently reveal lower densities of the retinal microvasculature in both MS and neuromyelitis optica spectrum disorder (NMOSD) compared with healthy controls, even in the absence of prior optic neuritis. Exploring the timing of vascular changes relative to structural atrophy may help answer important questions about the role of hypoperfusion in the pathophysiology of neuroinflammatory disease. Finally, qualitative characteristics of retinal microvasculature may help discriminate between different neuroinflammatory disorders. There are however still issues regarding image quality and development of standardized analysis methods before OCTA can be fully incorporated into clinical practice.
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Affiliation(s)
- Iris Kleerekooper
- Department of Neuro-Ophthalmology, Moorfields Eye Hospital, London, United Kingdom.,Queen Square MS Centre, UCL Institute of Neurology and National Hospital for Neurology & Neurosurgery, London, United Kingdom
| | - Sarah Houston
- Institute of Ophthalmology, University College London, London, United Kingdom
| | - Adam M Dubis
- National Institute for Health Research, Biomedical Resource Centre at University College London, Institute of Ophthalmology and Moorfields Eye Hospital National Health Service Trust, London, United Kingdom
| | - S Anand Trip
- Queen Square MS Centre, UCL Institute of Neurology and National Hospital for Neurology & Neurosurgery, London, United Kingdom
| | - Axel Petzold
- Department of Neuro-Ophthalmology, Moorfields Eye Hospital, London, United Kingdom.,Queen Square MS Centre, UCL Institute of Neurology and National Hospital for Neurology & Neurosurgery, London, United Kingdom.,Dutch Expertise Centre of Neuro-Ophthalmology, Amsterdam UMC, Amsterdam, Netherlands
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