Published 2022
| Version v1
Publication
Clinical and MRI measures to identify non-acute MOG-antibody disease in adults
Creators
- Cortese, Rosa
- Battaglini, Marco
- Prados, Ferran
- Bianchi, Alessia
- Haider, Lukas
- Jacob, Anu
- Palace, Jacqueline
- Messina, Silvia
- Paul, Friedemann
- Wuerfel, Jens
- Marignier, Romain
- Durand-Dubief, Françoise
- de Medeiros Rimkus, Carolina
- Callegaro, Dagoberto
- Sato, Douglas Kazutoshi
- Filippi, Massimo
- Rocca, Maria Assunta
- Cacciaguerra, Laura
- Rovira, Alex
- Sastre-Garriga, Jaume
- Arrambide, Georgina
- Liu, Yaou
- Duan, Yunyun
- Gasperini, Claudio
- Tortorella, Carla
- Ruggieri, Serena
- Amato, Maria Pia
- Ulivelli, Monica
- Groppa, Sergiu
- Grothe, Matthias
- Llufriu, Sara
- Sepulveda, Maria
- Lukas, Carsten
- Bellenberg, Barbara
- Schneider, Ruth
- Sowa, Piotr
- Celius, Elisabeth G
- Proebstel, Anne-Katrin
- Yaldizli, Özgür
- Müller, Jannis
- Stankoff, Bruno
- Bodini, Benedetta
- Carmisciano, Luca
- Sormani, Maria Pia
- Barkhof, Frederik
- De Stefano, Nicola
- Ciccarelli, Olga
Contributors
Others:
- Cortese, Rosa
- Battaglini, Marco
- Prados, Ferran
- Bianchi, Alessia
- Haider, Luka
- Jacob, Anu
- Palace, Jacqueline
- Messina, Silvia
- Paul, Friedemann
- Wuerfel, Jen
- Marignier, Romain
- Durand-Dubief, Françoise
- de Medeiros Rimkus, Carolina
- Callegaro, Dagoberto
- Sato, Douglas Kazutoshi
- Filippi, Massimo
- Rocca, Maria Assunta
- Cacciaguerra, Laura
- Rovira, Alex
- Sastre-Garriga, Jaume
- Arrambide, Georgina
- Liu, Yaou
- Duan, Yunyun
- Gasperini, Claudio
- Tortorella, Carla
- Ruggieri, Serena
- Amato, Maria Pia
- Ulivelli, Monica
- Groppa, Sergiu
- Grothe, Matthia
- Llufriu, Sara
- Sepulveda, Maria
- Lukas, Carsten
- Bellenberg, Barbara
- Schneider, Ruth
- Sowa, Piotr
- Celius, Elisabeth G
- Proebstel, Anne-Katrin
- Yaldizli, Özgür
- Müller, Janni
- Stankoff, Bruno
- Bodini, Benedetta
- Carmisciano, Luca
- Sormani, Maria Pia
- Barkhof, Frederik
- De Stefano, Nicola
- Ciccarelli, Olga
Description
: MRI and clinical features of myelin oligodendrocyte glycoprotein (MOG)-antibody disease may overlap with those of other inflammatory demyelinating conditions posing diagnostic challenges, especially in non-acute phases and when serologic testing for MOG-antibodies is unavailable or shows uncertain results. We aimed to identify MRI and clinical markers that differentiate non-acute MOG-antibody disease from aquaporin4 (AQP4)-antibody neuromyelitis optica spectrum disorder and relapsing remitting multiple sclerosis, guiding in the identification of MOG-antibody disease patients in clinical practice. In this cross-sectional retrospective study, data from 16 MAGNIMS centres were included. Data collection and analyses were conducted from 2019 to 2021. Inclusion criteria were: diagnosis of MOG-antibody disease, AQP4-neuromyelitis optica spectrum disorder and multiple sclerosis, brain and cord MRI at least 6 months from relapse, EDSS on the day of MRI. Brain white matter T2 lesions, T1-hypointense lesions, cortical and cord lesions were identified. Random-forest models were constructed to classify patients as MOG-antibody disease/AQP4-neuromyelitis optica spectrum disorder/multiple sclerosis; a leave one out cross-validation procedure assessed the performance of the models. Based on the best discriminators between diseases, we proposed a guide to target investigations for MOG-antibody disease. One hundred sixty-two patients with MOG-antibody disease (99F, mean age: 41 [±14] years, median EDSS: 2 [0-7.5]), 162 with AQP4-neuromyelitis optica spectrum disorder (132F, mean age: 51 [±14] years, median EDSS: 3.5 [0-8]), 189 with multiple sclerosis (132F, mean age: 40 [±10] years, median EDSS: 2 [0-8]) and 152 healthy controls (91F) were studied. In young patients (<34 years), with low disability (EDSS < 3), the absence of Dawson's fingers, temporal lobe lesions and longitudinally extensive lesions in the cervical cord pointed towards a diagnosis of MOG-antibody disease instead of the other two diseases (accuracy: 76%, sensitivity: 81%, specificity: 84%, p < 0.001). In these non-acute patients, a number of brain lesions < 6 predicted MOG-antibody disease versus multiple sclerosis (accuracy: 83%, sensitivity: 82%, specificity: 83%, p < 0.001). An EDSS < 3 and the absence of longitudinally extensive lesions in the cervical cord predicted MOG-antibody disease versus AQP4-neuromyelitis optica spectrum disorder (accuracy: 76%, sensitivity: 89%, specificity: 62%, p < 0.001). A workflow with sequential tests and supporting features has been proposed to guide a better identification of MOG-antibody disease patients. Adult non-acute MOG-antibody disease patients showed distinctive clinical and MRI features when compared to AQP4-neuromyelitis optica spectrum disorder and multiple sclerosis. A careful inspection of the morphology of brain and cord lesions together with clinical information, can guide for further analyses towards diagnosis of MOG-antibody disease in clinical practice.
Additional details
Identifiers
- URL
- https://hdl.handle.net/11567/1105873
- URN
- urn:oai:iris.unige.it:11567/1105873
Origin repository
- Origin repository
- UNIGE