Skip to main navigation Skip to search Skip to main content

Development and validation of the NEOS2 score for prediction of long-term outcomes and improvement after first-line immunotherapy in patients with anti-NMDAR encephalitis: an international cohort study

  • Juliette Brenner
  • , Anna E.M. Bastiaansen
  • , Mar Guasp
  • , Sergio Muñiz-Castrillo
  • , Takahiro Iizuka
  • , Marienke A.A.M. de Bruijn
  • , Amaia Muñoz-Lopetegi
  • , Eugenia Martínez-Hernández
  • , Géraldine Picard
  • , Alberto Vogrig
  • , Mathilde Millot
  • , Carsten Finke
  • , Christian Geis
  • , Jan Lewerenz
  • , Nico Melzer
  • , Harald Prüss
  • , Saskia Räuber
  • , Marius Ringelstein
  • , Kevin Rostàsy
  • , Kurt Wolfram Sühs
  • Franziska S. Thaler, Klaus Peter Wandinger, Katharina Wurdack, Yvette S. Crijnen, Jeroen Kerstens, Robin W. van Steenhoven, Sharon Veenbergen, Marco W.J. Schreurs, Robert van den Berg, Victor Volovici, Rinze F. Neuteboom, Juna M. de Vries, Peter A.E. Sillevis Smitt, Mariska M.P. Nagtzaam, Suzanne C. Franken, Dominica Ratuszny, Til Menge, Annikki Bertolini, Christian Bien, Robert Berger, Simone Tauber, Klemens Angstwurm, Thomas Seifert-Held, Andrea Kraft, Jaqueline Klausewitz, Ilya Ayzenberg, Katharina Eisenhut, Rosa Rößling, Martha Heiden, Tania Kümpfel, Josep Dalmau, Frank Leypoldt, Jérôme Honnorat, Maarten J. Titulaer*
*Corresponding author for this work
  • Erasmus University Rotterdam
  • Hospital Clinic de Barcelona
  • Universite Claude Bernard Lyon 1
  • Hospital Universitario 12 de Octubre
  • Kitasato University School of Medicine
  • Elizabeth TweeSteden Hospital
  • University of Udine
  • Azienda Sanitaria Universitaria Integrata di Udine
  • Charité – Universitätsmedizin Berlin
  • Friedrich Schiller University Jena
  • University Hospital Ulm
  • Universitätsklinikum Düsseldorf
  • German Center for Neurodegenerative Diseases
  • Heinrich Heine University Düsseldorf
  • Witten/Herdecke University
  • Hannover Medical School
  • Ludwig Maximilian University of Munich
  • Universitätsklinikum Schleswig-Holstein
  • CaixaResearch Institute
  • Centro de Investigación Biomédica en Red (CIBER)
  • Kiel University

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)
80 Downloads (Pure)

Abstract

Background: 

Anti-N-methyl-D-aspartate receptor (anti-NMDAR) encephalitis is a severe disease that primarily affects young people and can improve with adequate treatment. We aimed to refine the anti-NMDAR Encephalitis One-year functional Status (NEOS) score by developing NEOS2, an updated model using readily available data at the time of diagnosis. We assessed the predictive value of the NEOS2-score for (1) improvement following first-line treatment, (2) functional outcome at one-year follow-up, and (3) resumption of school or work within three years. 

Methods: 

In this international (France, Germany, Japan, the Netherlands and Spain) cohort study in patients with a definite anti-NMDAR encephalitis diagnosis (according to the clinical criteria plus antibody testing in CSF), we performed logistic regression analyses to develop and validate multivariable models to predict -based upon variables available at diagnosis- short (ΔmRS two weeks after first-line treatment), middle (modified Rankin Scale [mRS] at one year), and long-term (return to school or work within three years) outcomes. We included clinical variables and biomarkers available at diagnosis. 

Findings: 

We included 702 patients (mean age 23 years, 95%-CI 2–69; 79% female, 21% male) diagnosed between the discovery of the disease in 2007 and 2022. Most patients (96%; 672/702) had received first-line immunotherapy, and 38% (233/615) showed improvement within two weeks. One year after diagnosis, 80% (517/644) had a favourable functional outcome (mRS≤2). At three years, 73% (203/278) had resumed work/school. In multivariable analysis, higher age (odds ratio [OR] 0·35, 95%-CI 0·29–0·43, p < 0·0001), treatment delay (OR 0·49, 95%-CI 0·41–0·58, p < 0·0001), movement disorders (OR 0·32, 95%-CI 0·24–0·41, p < 0·0001), ICU-requirement (OR 0·34, 95%-CI 0·26–0·44, p < 0·0001) and increased CSF leucocyte count (OR 0·65, 95%-CI 0·60–0·71, p < 0·0001) independently predicted poorer outcomes (NEOS2, accuracy AUC 80%, 95%-CI 75–86%). The same variables, excluding age, were relevant in predicting improvement following first-line immunotherapy (NEOS2-T AUC 81–84%, 95%-CI 77–86%). Return-to-work or -school served as a useful measure of longer-term outcomes, predicted with equal accuracy as one-year functional outcome (NEOS2-W AUC 80%, 95%-CI 75–85%). The NEOS2-score, applied as an ordinal measure, enabled nuanced predictions of outcome probabilities across the score spectrum, ranging from a high (80%; n = 20/25) likelihood of improving after first-line immunotherapy and achieving a good outcome (100%; n = 32/32) to a high risk of first-line treatment failure (97%; n = 77/79) and no return to school/work (94%; n = 15/16). 

Interpretation: 

The NEOS2-score, readily available at diagnosis and easy to apply, can identify patients with either a favourable or poor prognosis, and those who may benefit from early intensified treatment. The value of the NEOS2-score for guiding treatment decisions and as a stratification tool in studies on optimal treatment regimens, should be confirmed in further prospective studies. Funding: This study was funded by Dioraphte (charity; project 2001 0403).

Original languageEnglish
Article number101562
JournalThe Lancet Regional Health - Europe
Volume62
DOIs
Publication statusPublished - Mar 2026

Bibliographical note

Publisher Copyright:
© 2025 The Author(s)

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Fingerprint

Dive into the research topics of 'Development and validation of the NEOS2 score for prediction of long-term outcomes and improvement after first-line immunotherapy in patients with anti-NMDAR encephalitis: an international cohort study'. Together they form a unique fingerprint.

Cite this