Clinical and MRI measures to identify non-acute MOG-antibody disease in adults

Rosa Cortese1,2, Marco Battaglini1, Ferran Prados2,3,4

  • 1Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy.

Insights

Differentiating myelin oligodendrocyte glycoprotein (MOG)-antibody disease from other demyelinating conditions is challenging. This study identifies key MRI and clinical markers to aid in diagnosing MOG-antibody disease in non-acute phases.

Area of Science:

  • Neurology
  • Immunology
  • Radiology

Background:

  • Myelin oligodendrocyte glycoprotein (MOG)-antibody disease (MOGAD) diagnosis can be challenging due to overlapping features with other inflammatory demyelinating diseases.
  • Serologic testing for MOG antibodies may be unavailable or yield uncertain results, particularly in non-acute disease phases.
  • Distinguishing MOGAD from aquaporin 4 (AQP4)-antibody neuromyelitis optica spectrum disorder (NMOSD) and multiple sclerosis (MS) is crucial for appropriate management.

Purpose of the Study:

  • To identify distinct MRI and clinical markers that differentiate non-acute MOGAD from AQP4-NMOSD and MS.
  • To develop a practical guide for identifying patients with MOGAD in clinical settings.
  • To improve diagnostic accuracy in cases with challenging serologic results or non-acute presentations.

Main Methods:

  • A cross-sectional retrospective study involving 16 MAGNIMS centers.
  • Inclusion of patients diagnosed with MOGAD, AQP4-NMOSD, and MS, with brain and spinal cord MRI at least 6 months post-relapse.
  • Utilized random forest models with leave-one-out cross-validation to classify diseases based on MRI features (lesion location, type, and extent) and clinical data (age, Expanded Disability Status Scale).

Main Results:

  • In younger patients (<34 years) with low disability (EDSS < 3), absence of Dawson's fingers, temporal lobe lesions, and longitudinally extensive cord lesions differentiated MOGAD (accuracy: 76%).
  • Fewer than 6 brain lesions predicted MOGAD versus MS in non-acute patients (accuracy: 83%).
  • Low EDSS (< 3) and absence of longitudinally extensive cord lesions predicted MOGAD versus AQP4-NMOSD (accuracy: 76%).

Conclusions:

  • Distinct clinical and MRI features can differentiate adult non-acute MOGAD from AQP4-NMOSD and MS.
  • A proposed workflow incorporating lesion morphology and clinical information can guide MOGAD diagnosis.
  • Careful analysis of MRI findings and clinical data aids in identifying MOGAD, especially when serology is inconclusive.

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