Evidence map›Paper›PMID 41237262›Full record

ArticleBrain : a journal of neurology2026

GFAP and NfL as predictors of disease progression and relapse activity in fingolimod-treated multiple sclerosis.

Aleksandra Maleska Maceski, Pascal Benkert, Maximilian Einsiedler, Sabine Schaedelin, Johanna Oechtering, Lester Melie-Garcia, Alessandro Cagol, Riccardo Galbusera, Edoardo Galli, Jannis Müller and 36 more

Abstract read
In one paragraph

Article in Brain : a journal of neurology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed.

  1. Trial
  2. Article
  3. Review
  4. Neurofilament Light Chain in Cerebrospinal Fluid and Blood Identifies Patients With Minimal and Overt Hepatic Encephalopathy.Liver international : official journal of the International Association for the Study of the Liver · 2026
    Article
  5. Comorbidities in multiple sclerosis: acquired hepatocerebral degeneration mimicking disease progression.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2026
    Article
  6. Article
  7. Observational
  8. Article
  9. Review
  10. Article
  11. Multiple sclerosis: 2026 update.Free neuropathology · 2026
    Review
  12. Article
  13. Article
  14. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

46 authors.

Aleksandra Maleska MaceskiMultiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), Neurology, Departments of Biomedicine and Clinical Research, University Hospital and University Basel, Basel 4031, Switzerland.
Pascal BenkertMultiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), Neurology, Departments of Biomedicine and Clinical Research, University Hospital and University Basel, Basel 4031, Switzerland.
Maximilian EinsiedlerMultiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), Neurology, Departments of Biomedicine and Clinical Research, University Hospital and University Basel, Basel 4031, Switzerland.
Sabine SchaedelinMultiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), Neurology, Departments of Biomedicine and Clinical Research, University Hospital and University Basel, Basel 4031, Switzerland.
Johanna OechteringMultiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), Neurology, Departments of Biomedicine and Clinical Research, University Hospital and University Basel, Basel 4031, Switzerland.ORCID 0000-0001-5359-7961
Lester Melie-GarciaMultiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), Neurology, Departments of Biomedicine and Clinical Research, University Hospital and University Basel, Basel 4031, Switzerland.
Alessandro CagolMultiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), Neurology, Departments of Biomedicine and Clinical Research, University Hospital and University Basel, Basel 4031, Switzerland.ORCID 0000-0002-7703-0553
Riccardo GalbuseraMultiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), Neurology, Departments of Biomedicine and Clinical Research, University Hospital and University Basel, Basel 4031, Switzerland.ORCID 0000-0002-3092-8737
Edoardo GalliMultiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), Neurology, Departments of Biomedicine and Clinical Research, University Hospital and University Basel, Basel 4031, Switzerland.
Jannis MüllerMultiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), Neurology, Departments of Biomedicine and Clinical Research, University Hospital and University Basel, Basel 4031, Switzerland.ORCID 0000-0003-1394-8231
Sebastian FinkenerDepartment of Neurology, Cantonal Hospital Aarau, Aarau 5000, Switzerland.
Patrice H LaliveDepartment of Clinical Neurosciences, Division of Neurology, and Department of Medicine, Translational Biomarker Group, Geneva 1211, Switzerland.
Marjolaine UginetDepartment of Clinical Neurosciences, Division of Neurology, and Department of Medicine, Translational Biomarker Group, Geneva 1211, Switzerland.
Stefanie MüllerDepartment of Neurology, Cantonal Hospital St.Gallen, St. Gallen 9007, Switzerland.
Caroline PotService of Neurology and Laboratories of Neuroimmunology, Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne, Lausanne 1011, Switzerland.ORCID 0000-0002-1146-3129
Amandine MathiasService of Neurology and Laboratories of Neuroimmunology, Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne, Lausanne 1011, Switzerland.ORCID 0009-0005-3604-5096
Renaud Du PasquierService of Neurology and Laboratories of Neuroimmunology, Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne, Lausanne 1011, Switzerland.
Robert HoepnerDepartment of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern 3010, Switzerland.
Andrew ChanDepartment of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern 3010, Switzerland.
Giulio DisantoMultiple Sclerosis Center, Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale, Lugano 6900, Switzerland.
Chiara ZeccaMultiple Sclerosis Center, Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale, Lugano 6900, Switzerland.
Marcus D'SouzaMultiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), Neurology, Departments of Biomedicine and Clinical Research, University Hospital and University Basel, Basel 4031, Switzerland.
Lars G HemkensMultiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), Neurology, Departments of Biomedicine and Clinical Research, University Hospital and University Basel, Basel 4031, Switzerland.ORCID 0000-0002-3444-1432
Özgür YaldizliMultiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), Neurology, Departments of Biomedicine and Clinical Research, University Hospital and University Basel, Basel 4031, Switzerland.
Tobias DerfussMultiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), Neurology, Departments of Biomedicine and Clinical Research, University Hospital and University Basel, Basel 4031, Switzerland.
Patrick RothDepartment of Neurology and Clinical Neuroscience Center, University Hospital Zurich and University of Zurich, Zurich 8091, Switzerland.ORCID 0000-0003-3897-214X
Claudio GobbiMultiple Sclerosis Center, Neurocenter of Southern Switzerland, Ente Ospedaliero Cantonale, Lugano 6900, Switzerland.
David BrassatNovartis Pharma AG, Basel 4056, Switzerland.
Björn TackenbergDepartment of Neurology, Philipps-University, Marburg 35037, Germany.
Rosetta PedottiF.Hoffmann-La Roche Ltd, Basel 4070, Switzerland.
Catarina RaposoF.Hoffmann-La Roche Ltd, Basel 4070, Switzerland.
Jorge OksenbergDepartment of Neurology and Weill Institute for Neurosciences, University of California, SanFrancisco, CA 94143, USA.
Ari J GreenDepartment of Neurology and Weill Institute for Neurosciences, University of California, SanFrancisco, CA 94143, USA.
Heinz WiendlDepartment of Neurology and Neurophysiology, University Medical Center, Freiburg 79106, Germany.
Klaus BergerInstitute of Epidemiology and Social Medicine, University of Münster, Münster 48149, Germany.
Marco HermesdorfInstitute of Epidemiology and Social Medicine, University of Münster, Münster 48149, Germany.ORCID 0000-0003-3541-7212
Fredrik PiehlDepartment of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm 17176, Sweden.
David ConenPopulation Health Research Institute, McMaster University, Hamilton, Canada L8L2X2.ORCID 0000-0002-2459-5251
Ludwig KapposMultiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), Neurology, Departments of Biomedicine and Clinical Research, University Hospital and University Basel, Basel 4031, Switzerland.
Michael KhalilDepartment of Neurology, Medical University of Graz, Graz 8036, Austria.
Cristina GranzieraMultiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), Neurology, Departments of Biomedicine and Clinical Research, University Hospital and University Basel, Basel 4031, Switzerland.ORCID 0000-0002-4917-8761
Ahmed AbdelhakDepartment of Neurology and Weill Institute for Neurosciences, University of California, SanFrancisco, CA 94143, USA.ORCID 0000-0001-9731-4169
David LeppertMultiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), Neurology, Departments of Biomedicine and Clinical Research, University Hospital and University Basel, Basel 4031, Switzerland.ORCID 0000-0001-6172-801X
Eline A J WillemseMultiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), Neurology, Departments of Biomedicine and Clinical Research, University Hospital and University Basel, Basel 4031, Switzerland.
Jens KuhleMultiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), Neurology, Departments of Biomedicine and Clinical Research, University Hospital and University Basel, Basel 4031, Switzerland.ORCID 0000-0002-6963-8892
Swiss Multiple Sclerosis Cohort (SMSC)

Funding

Progressive MS Alliance PA-2007-36872Swiss MS SocietySwiss National Science Foundation 320030_189140
6 · The paper itself

Abstract

In multiple sclerosis (MS) patients under therapy, the increase of serum glial fibrillary acidic protein (sGFAP) concentrations is associated with the course of 'progression in absence of relapse' (PIRA). While serum neurofilament light chain (sNfL) reflects both response as well as insufficient or lack of efficiency of disease-modifying therapies (DMT), the longitudinal course of sGFAP levels as a drug response marker for future PIRA in relation to specific types of DMT is less clear. We aimed to compare the predictive capacity of sGFAP and sNfL for PIRA and relapse activity and the longitudinal course in people with MS (PwMS) treated with fingolimod, based on Z scores derived from normative values. Overall, 420 PwMS under fingolimod treatment with follow-up of 9.1 years (interquartile range: 7.0-11.0) from the Swiss MS Cohort, contributing 2935 longitudinal serum samples, were included. A reference data set for sGFAP established from 4297 healthy controls across three European and North American cohorts was used to calculate Z scores. The longitudinal course and the predictive capacity of biomarkers for time to PIRA and relapse were assessed by Cox proportional hazards and linear mixed-effects models. In controls, sGFAP concentrations were 13.6% higher in females than males and increased exponentially with age. Altogether, 31.0% of PwMS experienced ≥1 PIRA event. Elevated sGFAP Z scores (>0.75) were associated with increased risk of PIRA [hazard ratio (HR): 1.64; 95% confidence interval (CI): 1.16-2.32; P = 0.006], while this was not the case for sNfL. Conversely, elevated sNfL predicted relapses (HR: 1.58; 95% CI: 1.13-2.23; P = 0.008), while sGFAP did not. Both biomarkers decreased under treatment: sGFAP by 0.19 Z score units (ZSU)/10 years (95% CI: -0.27 to -0.11; P < 0.001) and sNfL by 0.16 ZSU/10 years (95% CI: -0.27 to -0.06; P = 0.002). Serum GFAP remained elevated in PwMS with future PIRA events (estimate: 0.29; 95% CI: 0.07-0.50; P = 0.009); no such association was found for sNfL. Serum GFAP and sNfL Z scores provide complementary predictive capacity for PIRA and relapse risk. The decrease of sGFAP under fingolimod is a feature not observed with other types of DMT and may hint to a specific anti-neurodegenerative effect of Sphingosine-1-phosphate-receptor modulators on astrocytes.

Indexed as

Fingolimod HydrochlorideGlial Fibrillary Acidic ProteinImmunosuppressive AgentsMultiple SclerosisNeurofilament ProteinsAdultBiomarkersCohort StudiesDisease ProgressionFemaleHumansLongitudinal StudiesMaleMiddle AgedPredictive Value of TestsRecurrenceBiomarkersFingolimod HydrochlorideGFAP protein, humanGlial Fibrillary Acidic ProteinImmunosuppressive Agentsneurofilament protein LNeurofilament ProteinsBiomarkerGFAP reference databaseprogression independent of relapse activity (PIRA)translational research

Identifiers

PMID41237262
PMCPMC13337245

What Socratic holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.