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Okuda, Darin T

0000-0002-6499-1523

Mayo Clinic

Department of Neurology, Neuroinnovation Program, Multiple Sclerosis & Neuroimmunology Imaging Program, The University of Texas Southwestern Medical Center, Dallas, Texas, USA.

Citations 15

Subclinical Optic Nerve Involvement in Radiologically Isolated Syndrome: Multimodal Detection and Diagnostic Impact
Lebrun‐Frénay, Christine , Landes-Château, Cassandre , Mondot, Lydiane , Cohen, Mikaël , Popolo, Margherita , Sèze, de , Bourre, Bertrand , Casez, Olivier , Kantarci, Orhun H. , Baillif, Stéphanie, Seze, Jerome De , Durand-Dubief, Françoise , Casez, Olivier , Kantarci, OH , Siva, Aksel , Baillif, Stephanie , Okuda, Darin T , Leocani, Letizia , Lebrun‐Frénay, Christine , Bourre, Bertrand , Cohen, Mikaël , Mondot, Lydiane , Durand‐Dubief, Françoise , Sıva, Aksel , Okuda, Darin T.

Annals of Clinical and Translational Neurology | June 2, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1002/acn3.70441 Get It

ABSTRACT Objectives We aimed to determine the frequency of subclinical optic nerve (ON) lesions using MRI, optical coherence tomography (OCT), and visual evoked potentials (VEP) in radiologically isolated syndrome (RIS), and to assess their diagnostic and prognostic significance. Methods We conducted a retrospective, multicenter study of 179 RIS individuals followed in clinical practice who met the 2023 RISC criteria. The diagnostic performance of the 2024 McDonald criteria, with and without optic nerve assessment, was evaluated and compared with that of the 2017 criteria. Associations with clinical conversion, comorbidities, and MRI disease activity were analyzed using multivariate models. Results Silent ON lesions appeared in 107/179 (59.8%) individuals, mainly detected by VEP (100/164; 61.0%) and OCT (69/118; 58.5%), with routine MRI identifying 31/166 (18.7%). During follow‐up, 71 (39.7%) had a first clinical event. The presence, laterality, or number of silent ON lesions did not correlate with clinical conversion, event type, or MRI activity. Younger age and the absence of comorbidities associated with other MRI lesions, rather than with ON lesions, were associated with clinical conversion. Including ON in the 2024 McDonald criteria increased sensitivity but decreased specificity, with 17/179 (9.5%) meeting dissemination‐in‐space criteria solely due to ON lesions. Interpretation Subclinical ON lesions are common in RIS and are mainly found by OCT and VEP, not routine MRI. Including ON increases sensitivity but does not predict clinical conversion and may lower specificity. These findings suggest cautious interpretation of ON and support a multimodal assessment approach in RIS.
Analysis of healthcare utilization before the diagnosis of radiologically isolated syndrome
Lebrun‐Frénay, Christine , Kerbrat, Sandrine , Okuda, Darin T. , Landes-Château, Cassandre , Kantarci, Orhun H. , Pierret, Chloé , Drézen, Erwan , Nowak, Emmanuel, Sıva, Aksel , Azevedo, Christina , Cohen, Mikaël , Leray, Emmanuelle , Azevedo, Christina J , Lebrun‐Frénay, Christine , Siva, Aksel , Okuda, Darin T , Cohen, Mikaël

Multiple Sclerosis Journal | January 11, 2025 | Volume: 31 | Issue: 2 | Pages: 184-196

10.1177/13524585241291471 Get It

Background: Previous studies have shown that people with multiple sclerosis (MS) had frequent healthcare visits up to 10 years before being diagnosed but with no information from magnetic resonance imaging (MRI) scans of the connection with the radiologically isolated syndrome (RIS). Objective: To analyze healthcare use 3 years before the RIS diagnosis. Methods: We examined healthcare usage before the first scan in RIS cases from 2010 to 2019. RIS subjects were identified from the French National MS observatory and compared to the general population (matched 10:1) and MS patients (matched 4:1). Results: Among 482 RIS individuals, 223 (46.3%) were not linked to the healthcare resources database. The remaining RIS individuals (53.7%) had higher healthcare usage before their RIS diagnosis for issues related to neurology visits, headaches (odds ratio (OR): 3.34, confidence interval (CI): [2.00–5.57], p < 0.0001), and the use of anti-migraine drugs (OR: 2.61, CI: [1.37–4.99], p = 0.004) compared to MS. Conclusion: Only about half of RIS patients had MS-selected healthcare resources, which allowed for data linkage. Those who did seek care before their RIS diagnosis were most commonly known for other neurological comorbidities. These findings do not support the idea of a systemic prodrome before RIS diagnosis.
The diagnostic value of the central vein sign in radiologically isolated syndrome
Landes-Château, Cassandre , Levraut, Michaël , Okuda, Darin T. , Themelin, Albert, Cohen, Mikaël , Kantarci, Orhun H. , Sıva, Aksel , Pelletier, Daniel, Mondot, Lydiane , Lebrun‐Frénay, Christine , Lebrun‐Frénay, Christine , Siva, Aksel , Okuda, Darin T , Cohen, Mikaël , Mondot, Lydiane

Annals of Clinical and Translational Neurology | January 8, 2024 | Volume: 11 | Issue: 3 | Pages: 662-672

10.1002/acn3.51986 Get It

AbstractObjectiveThe radiologically isolated syndrome (RIS) represents the earliest detectable preclinical phase of multiple sclerosis (MS). Increasing evidence suggests that the central vein sign (CVS) enhances lesion specificity, allowing for greater MS diagnostic accuracy. This study evaluated the diagnostic performance of the CVS in RIS.MethodsPatients were prospectively recruited in a single tertiary center for MS care. Participants with RIS were included and compared to a control group of sex and age‐matched subjects. All participants underwent 3 Tesla magnetic resonance imaging, including postcontrast susceptibility‐based sequences, and the presence of CVS was analyzed. Sensitivity and specificity were assessed for different CVS lesion criteria, defined by proportions of lesions positive for CVS (CVS+) or by the absolute number of CVS+ lesions.Results180 participants (45 RIS, 45 MS, 90 non‐MS) were included, representing 5285 white matter lesions. Among them, 4608 were eligible for the CVS assessment (970 in RIS, 1378 in MS, and 2260 in non‐MS). According to independent ROC comparisons, the proportion of CVS+ lesions performed similarly in diagnosing RIS from non‐MS than MS from non‐MS (p = 0.837). When a 6‐lesion CVS+ threshold was applied, RIS lesions could be diagnosed with an accuracy of 87%. MS could be diagnosed with a sensitivity of 98% and a specificity of 83%. Adding OCBs or Kappa index to CVS biomarker increased the specificity to 100% for RIS diagnosis.InterpretationThis study shows evidence that CVS is an effective imaging biomarker in differentiating RIS from non‐MS, with similar performances to those in MS.
Impact of COVID-19 vaccination or infection on disease activity in a radiologically isolated syndrome cohort: The VaxiRIS study
Cohen, Mikaël , Thomel-Rocchi, Océane, Sıva, Aksel , Okuda, Darin T. , Karabudak, Rana , Terzi, Murat , Carra‐Dallière, Clarisse , Durand‐Dubief, Françoise , Thouvenot, Éric , Ciron, Jonathan , Bourre, Bertrand , Casez, Olivier , Moreau, Thibault, Neau, Jean‐Philippe, Pelletier, Daniel , Kantarci, Orhun H. , Tütüncü, Melih , Derache, Nathalie, Bensa, Caroline , Louapre, Céline , Benoit, Jeanne , Landes-Château, Cassandre , Carra Dallière, Clarisse , Thouvenot, Eric , Ciron, Jonathan , Lebrun‐Frénay, Christine , Siva, Aksel , Durand-Dubief, Françoise , Okuda, Darin T , Cohen, Mikaël , Efendi, Hüsnü , Zéphir, Hélène , Bourre, Bertrand , Casez, Olivier , Seze, Jerome De

Multiple Sclerosis Journal | June 16, 2023 | Volume: 29 | Issue: 9 | Pages: 1099-1106

10.1177/13524585231179669 Get It

Background: Vaccination in patients with multiple sclerosis (MS) treated with immunosuppressive drugs is highly recommended. Regarding COVID-19 vaccination, no specific concern has been raised. Objectives: We aimed to evaluate if COVID-19 vaccination or infection increased the risk of disease activity, either radiological or clinical, with conversion to MS in a cohort of people with a radiologically isolated syndrome (RIS). Methods: This multicentric observational study analyzed patients in the RIS Consortium cohort during the pandemic between January 2020 and December 2022. We compared the occurrence of disease activity in patients according to their vaccination status. The same analysis was conducted by comparing patients’ history of COVID-19 infection. Results: No difference was found concerning clinical conversion to MS in the vaccinated versus unvaccinated group (6.7% vs 8.5%, p > 0.9). The rate of disease activity was not statistically different (13.6% and 7.4%, respectively, p = 0.54). The clinical conversion rate to MS was not significantly different in patients with a documented COVID-19 infection versus non-infected patients. Conclusion: Our study suggests that COVID-19 infection or immunization in RIS individuals does not increase the risk of disease activity. Our results support that COVID-19 vaccination can be safely proposed and repeated for these subjects.
The radiologically isolated syndrome: revised diagnostic criteria
Lebrun‐Frénay, Christine , Okuda, Darin T. , Sıva, Aksel , Landes-Château, Cassandre , Azevedo, Christina , Mondot, Lydiane , Louapre, Céline , Durand‐Dubief, Françoise , Page, Emmanuelle Le , Bensa, Caroline , Ciron, Jonathan , Casez, Olivier , Mathey, Guillaume , Zeydan, Burcu , Makhani, Naila , Tütüncü, Melih , Levraut, Michaël , Thouvenot, Éric , Pelletier, Daniel , Kantarci, Orhun H. , Zeydan, Burcu , Lebrun‐Frénay, Christine , Siva, Aksel , Thouvenot, Eric , Ciron, Jonathan , Durand-Dubief, Françoise , Okuda, Darin T , Mondot, Lydiane , Carra‐Dallière, Clarisse , Zéphir, Hélène , Bensa, Caroline , Ruet, Aurélie , Laplaud, David , Casez, Olivier , Seze, Jerome De , Cohen, Mikaël

Brain | March 3, 2023 | Volume: 146 | Issue: 8 | Pages: 3431-3443

10.1093/brain/awad073 Get It

Abstract The radiologically isolated syndrome (RIS) was defined in 2009 as the presence of asymptomatic, incidentally identified demyelinating-appearing white matter lesions in the CNS within individuals lacking symptoms typical of multiple sclerosis (MS). The RIS criteria have been validated and predict the transition to symptomatic MS reliably. The performance of RIS criteria that require fewer MRI lesions is unknown. 2009-RIS subjects, by definition, fulfil three to four of four criteria for 2005 dissemination in space (DIS) and subjects fulfilling only one or two lesions in at least one 2017 DIS location were identified within 37 prospective databases. Univariate and multivariate Cox regression models were used to identify predictors of a first clinical event. Performances of different groups were calculated. Seven hundred and forty-seven subjects (72.2% female, mean age 37.7 ± 12.3 years at the index MRI) were included. The mean clinical follow-up time was 46.8 ± 45.4 months. All subjects had focal T2 hyperintensities suggestive of inflammatory demyelination on MRI; 251 (33.6%) fulfilled one or two 2017 DIS criteria (designated as Groups 1 and 2, respectively), and 496 (66.4%) fulfilled three or four 2005 DIS criteria representing 2009-RIS subjects. Group 1 and 2 subjects were younger than the 2009-RIS group and were more likely to develop new T2 lesions over time (P &lt; 0.001). Groups 1 and 2 were similar regarding survival distribution and risk factors for transition to MS. At 5 years, the cumulative probability for a clinical event was 29.0% for Groups 1 and 2 compared to 38.7% for 2009-RIS (P = 0.0241). The presence of spinal cord lesions on the index scan and CSF-restricted oligoclonal bands in Groups 1–2 increased the risk of symptomatic MS evolution at 5 years to 38%, comparable to the risk of development in the 2009-RIS group. The presence of new T2 or gadolinium-enhancing lesions on follow-up scans independently increased the risk of presenting with a clinical event (P &lt; 0.001). The 2009-RIS subjects or Groups 1 and 2 with at least two of the risk factors for a clinical event demonstrated better sensitivity (86.0%), negative predictive value (73.1%), accuracy (59.8%) and area under the curve (60.7%) compared to other criteria studied. This large prospective cohort brings Class I evidence that subjects with fewer lesions than required in the 2009 RIS criteria evolve directly to a first clinical event at a similar rate when additional risk factors are present. Our results provide a rationale for revisions to existing RIS diagnostic criteria.
Selective vulnerability of brainstem and cervical spinal cord regions in people with non-progressive multiple sclerosis of Black or African American and European ancestry
Okuda, Darin T. , Stanley, Thomas , McCreary, Morgan , Smith, Alexander D. , Wilson, Andrew , Yu, Fang , Billiet, Thibo , Hecke, Wim Van , Ribbens, Annemie , Zeydan, Burcu , Kantarci, Orhun H. , Billiet, Thibo , Zeydan, Burcu , McCreary, M , Okuda, Darin T , Pinho, Marco C. , Guo, Xiaohu , Moog, Tatum M.

Multiple Sclerosis Journal | December 12, 2022 | Volume: 29 | Issue: 6 | Pages: 691-701

10.1177/13524585221139575 Get It

Background: We evaluated imaging features suggestive of neurodegeneration within the brainstem and upper cervical spinal cord (UCSC) in non-progressive multiple sclerosis (MS). Methods: Standardized 3-Tesla three-dimensional brain magnetic resonance imaging (MRI) studies were prospectively acquired. Rates of change in volume, surface texture, curvature were quantified at the pons and medulla-UCSC. Whole and regional brain volumes and T2-weighted lesion volumes were also quantified. Independent regression models were constructed to evaluate differences between those of Black or African ancestry (B/AA) and European ancestry (EA) with non-progressive MS. Results: 209 people with MS (pwMS) having at least two MRI studies, 29% possessing 3–6 timepoints, resulted in 487 scans for analysis. Median follow-up time between MRI timepoints was 1.33 (25th–75th percentile: 0.51–1.98) years. Of 183 non-progressive pwMS, 88 and 95 self-reported being B/AA and EA, respectively. Non-progressive pwMS demonstrated greater rates of decline in pontine volume ( p < 0.0001) in B/AA and in medulla-UCSC volume ( p < 0.0001) for EA pwMS. Longitudinal surface texture and curvature changes suggesting reduced tissue integrity were observed at the ventral medulla-UCSC ( p < 0.001), dorsal pons ( p < 0.0001) and dorsal medulla ( p < 0.0001) but not the ventral pons ( p = 0.92) between groups. Conclusions: Selectively vulnerable regions within the brainstem-UCSC may allow for more personalized approaches to disease surveillance and management.
Dimethyl Fumarate Delays Multiple Sclerosis in Radiologically Isolated Syndrome
Okuda, Darin T. , Kantarci, Orhun H. , Sormani, Maria Pia , Azevedo, Christina , Hua, Le H. , Hotermans, Christophe, Mendoza, Jason P. , Walsh, John, Hehn, Christian von, Vargas, Wendy , Donlon, Stacy, Okai, Annette , Sıva, Aksel , Pelletier, Daniel , Kantarci, OH , Sormani, Maria P , Mendoza, Jason , Stüve, Olaf , Siva, Aksel , Okuda, Darin T , Lebrun‐Frénay, Christine , Bovis, Francesca , Amezcua, Lilyana , Mowry, Ellen M. , Naismith, Robert T. , Pardo, Gabriel , Repovic, Pavle

Annals of Neurology | November 18, 2022 | Volume: 93 | Issue: 3 | Pages: 604-614

10.1002/ana.26555 Get It

Objective The radiologically isolated syndrome (RIS) represents the earliest detectable pre‐clinical phase of multiple sclerosis (MS). This study evaluated the impact of therapeutic intervention in preventing first symptom manifestation at this stage in the disease spectrum. Methods We conducted a multi‐center, randomized, double‐blinded, placebo‐controlled study involving people with RIS. Individuals without clinical symptoms typical of MS but with incidental brain MRI anomalies consistent with central nervous system (CNS) demyelination were included. Within 12 MS centers in the United States, participants were randomly assigned 1:1 to oral dimethyl fumarate (DMF) 240 mg twice daily or placebo. The primary endpoint was the time to onset of clinical symptoms attributable to a CNS demyelinating event within a follow‐up period of 96 weeks. An intention‐to‐treat analysis was applied to all participating individuals in the primary and safety investigations. The study is registered at ClinicalTrials.gov , NCT02739542 (ARISE). Results Participants from 12 centers were recruited from March 9, 2016, to October 31, 2019, with 44 people randomized to dimethyl fumarate and 43 to placebo. Following DMF treatment, the risk of a first clinical demyelinating event during the 96‐week study period was highly reduced in the unadjusted Cox proportional‐hazards regression model (hazard ratio [HR] = 0.18, 95% confidence interval [CI] = 0.05–0.63, p = 0.007). More moderate adverse reactions were present in the DMF (34 [32%]) than placebo groups (19 [21%]) but severe events were similar (DMF, 3 [5%]; placebo, 4 [9%]). Interpretation This is the first randomized clinical trial demonstrating the benefit of a disease‐modifying therapy in preventing a first acute clinical event in people with RIS. ANN NEUROL 2023;93:604–614
Atypical Neuromyelitis Optica Spectrum Disorder With Diffuse Cerebral Abnormalities: A Case Report
Newton, Braeden D. , Kantarci, Orhun H. , Okuda, Darin T. , Okuda, Darin T

Journal of Central Nervous System Disease | November 25, 2020 | Volume: 12 | Issue: No issue available | Pages: 117957352097381

10.1177/1179573520973819 Get It

The recent expansion of the radiological criteria and the use of a highly specific biomarker, anti-aquaporin 4-IgG (AQP4 IgG), has significantly improved the ability of clinicians to provide a timely and accurate diagnosis for neuromyelitis optica spectrum disorder (NMOSD), especially when faced with an abnormal disease presentation. Here, we report on the 5-year clinical experience of a 69-year-old right-handed African American woman who initially presented following symptoms suggestive of transient global amnesia. Her clinical history was only remarkable for a single episode of visual decline with poor recovery experienced 35 years prior, with prior unrevealing serological investigations. Brain MRI features were significant for diffuse, bilateral white matter abnormalities throughout the supratentorial, deep gray matter, and infratentorial regions. Spinal cord imaging studies were within normal limits with no intramedullary high-signal abnormalities identified. Serological studies were significant for the presence of anti-aquaporin 4-IgG. The clinical features were supportive of the diagnosis of NMOSD. The data provided here highlight both the clinical and radiological heterogeneity of NMOSD.
Radiologically Isolated Syndrome: 10‐Year Risk Estimate of a Clinical Event
Lebrun‐Frénay, Christine , Kantarci, Orhun H. , Sıva, Aksel , Sormani, Maria Pia , Pelletier, Daniel, Okuda, Darin T. , OFSEP, for the 10‐year RISC study group on behalf of SFSEP,, Montalbán, Xavier , Uygunoğlu, Uğur , Zeydan, Burcu , Thouvenot, Éric , Laplaud, David , Ciron, Jonathan , Cohen, Mikaël , Kantarci, OH , Sormani, Maria P , Lebrun‐Frénay, Christine , Siva, Aksel , Zeydan, Burcu , Thouvenot, Eric , Ciron, Jonathan , Okuda, Darin T , OFSEP, for the 10‐year RISC study group on behalf of SFSEP,, Cohen, Mikaël

Annals of Neurology | June 5, 2020 | Volume: 88 | Issue: 2 | Pages: 407-417

10.1002/ana.25799 Get It

Objective We have previously identified male sex, younger age, and the presence of spinal cord lesions as independent factors that increase the 5‐year risk for evolution from radiologically isolated syndrome (RIS) to multiple sclerosis. Here, we investigate risk factors for the development of a clinical event using a 10‐year, multinational, retrospectively identified RIS dataset. Methods RIS subjects were identified according to 2009 RIS criteria and followed longitudinally as part of a worldwide cohort study. We analyzed data from 21 individual databases from 5 different countries. Associations between clinical and magnetic resonance imaging (MRI) characteristics and the risk of developing a first clinical event were determined using multivariate Cox regression models. Results Additional follow‐up data were available in 277 of 451 RIS subjects (86% female). The mean age at RIS diagnosis was 37.2 years (range, 11–74 years), with a median clinical follow‐up of 6.7 years. The cumulative probability of a first clinical event at 10 years was 51.2%. Age, positive cerebrospinal fluid for oligoclonal bands, infratentorial lesions on MRI, and spinal cord lesions, were baseline independent predictors associated with a subsequent clinical event. The presence of gadolinium‐enhanced lesions during follow‐up was also associated with the risk of a seminal event. The reason for MRI and gadolinium‐enhancing lesions at baseline did not influence the risk of a subsequent clinical event. Interpretation Approximately half of all individuals with RIS experience a first clinical event within 10 years of the index MRI. The identification of independent predictors of risk for symptom onset may guide education and clinical management of individuals with RIS. ANN NEUROL 2020;88:407–417.
Cerebellar volume loss in radiologically isolated syndrome
George, Ilena , Mendili, Mohamed Mounir El , Inglese, Matilde , Azevedo, Christina , Kantarci, Orhun H. , Sıva, Aksel , Okuda, Darin T. , Pelletier, Daniel , Siva, Aksel , Okuda, Darin T , Lebrun‐Frénay, Christine

Multiple Sclerosis Journal | November 4, 2019 | Volume: 27 | Issue: 1 | Pages: 130-133

10.1177/1352458519887346 Get It

Radiologically isolated syndrome (RIS), in which asymptomatic demyelinating-appearing lesions are detected incidentally on MRI, can be a pre-clinical form of multiple sclerosis (MS). In this study, we measured cerebellar volumes on 3D T1-weighted 3T MR images in 21 individuals with RIS and 38 age- and sex-matched healthy controls (HC). Normalized cerebellar white matter volume and the anterior cerebellar gray matter volume were significantly decreased in RIS compared to HC ( p = 0.003 and p = 0.005, respectively). Our findings support reports of regional brain atrophy in RIS prior to the development of a seminal attack related to inflammatory demyelination.