Preliminary assessment of an MRI-based grading system for leptomeningeal disease: an exploratory prognostic framework

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Authors: Ahmed Msherghi, Maria Glue-Monroe, Rami W Eldaya, Maryam Pirhoushiaran, Heba Al Qudah, Ceylan Altıntaş Taşlıçay, Sahar Alizada, Hamza A. Salim, Leomar Y. Ballester, Max Wintermark
Cited by: 2
References: 21

Abstract

BACKGROUND: Current diagnostic approaches of leptomeningeal disease (LMD) rely heavily on cerebrospinal fluid (CSF) cytology, which shows significant limitations and the requirement for invasive procedures. We aim to develop an MRI-based grading scores for LMD diagnosis and prognosis that address current diagnostic limitations and provide standardized, reproducible assessment criteria. METHODS: We conducted a retrospective analysis of 32 adult cancer patients evaluated for suspected LMD. Two experienced neuroradiologists independently assessed MRI studies using our novel grading system, which incorporates leptomeningeal enhancement/intensity patterns (grades 1-6), Evans index for hydrocephalus assessment, brain metastases characteristics, and spinal involvement. Confirmation of LMD cases was employed using dual confirmation approach combining CSF cytology and follow-up MRI. RESULTS: Our MRI grading system demonstrated promising inter-observer performance. Inter-rater reliability between two attending level neuroradiologists was excellent (ICC = 0.953, P-value < 0.001) using a cutoff score of 2 or higher, the system demonstrated comparable performance. Risk stratification analysis revealed clear prognostic value, with mortality rates of 8.6% for low-risk patients (Grade 1-2), 50% for medium-risk patients (Grade 3-4), and 80.0% for high-risk patients (Grade 5 +). The Kaplan-Meier survival curves demonstrate a statistically significant difference in overall survival between patients with varying grades (p-value of 0.00011). Notably, survival probability drops steeply in the Grade 5 + group early on, suggesting that higher LMD burden is associated with rapid clinical deterioration. In contrast, low risk patients appear to have a more indolent course. CONCLUSIONS: Our preliminary findings detail a promising approach in evaluating LMD patients which offers valuable prognostic information for clinical decision making. Furthermore, the high inter-rater reliability across various tumor types further encourages the potential utility of this approach, although further research on a broader population is needed before clinical implementation.

Fields of Study & Subjects

Brain Metastases and Treatment Glioma Diagnosis and Treatment CNS Lymphoma Diagnosis and Treatment

Publication details

Journal / source
Neuroradiology
Publisher
Springer Science and Business Media LLC
Volume
68
Issue
6
Pages
1651–1660
Publication date
26 January 2026
Language
EN