Predictors of early disability accumulation in newly diagnosed multiple sclerosis: clinical, imaging and cerebrospinal fluid measures

被引:0
作者
Lauerer, Markus [1 ,2 ]
Wiltgen, Tun [1 ,2 ]
Brueckner, Carolin [1 ]
Engl, Christina [1 ]
Giglhuber, Katrin [1 ]
Lambrecht, Sebastian [1 ]
Pongratz, Viola [1 ,2 ]
Berthele, Achim [1 ]
Gasperi, Christiane [1 ]
Kirschke, Jan S. [3 ]
Zimmer, Claus [3 ]
Hemmer, Bernhard [1 ,4 ]
Muhlau, Mark [1 ,2 ]
机构
[1] Tech Univ Munich, Sch Med & Hlth, Dept Neurol, Munich, Germany
[2] Tech Univ Munich, TUM Neuroimaging Ctr, Sch Med & Hlth, Munich, Germany
[3] Tech Univ Munich, Sch Med & Hlth, Dept Neuroradiol, Munich, Germany
[4] Munich Cluster Syst Neurol SyNergy, Munich, Germany
关键词
MULTIPLE SCLEROSIS; MRI; CSF; CLINICAL NEUROLOGY; NEUROIMMUNOLOGY; EVOLUTION;
D O I
10.1136/jnnp-2024-335037
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background A growing arsenal of treatment options for relapsing multiple sclerosis (RMS) emphasises the need for early prognostic biomarkers. While evidence for individual markers exists, comprehensive analyses at the time of diagnosis are sparse.Methods Brain and spinal cord lesion numbers, cerebrospinal fluid parameters, initial symptoms, and Expanded Disability Status Scale (EDSS) score were determined at the time of diagnosis. Confirmed disability accumulation (CDA), defined as a sustained EDSS increase over 6 months, was determined during a 5-year follow-up. All-subsets multivariable logistic regression was performed to identify predictors of CDA. Model performance was assessed via receiver operating characteristic analysis, and individual risks were calculated. Analyses were repeated with progression independent of relapse activity (PIRA) as an outcome.Results 113/417 (27.1%) people with RMS experienced CDA on follow-up. Intrathecal IgG synthesis, a higher number of spinal cord lesions, age and polysymptomatic manifestation were identified as independent predictors of CDA. The resulting prediction model yielded an area under the curve (AUC) of 0.75 with a 95% CI of 0.70 to 0.80. Individuals exceeding the optimal thresholds for the three most significant predictors had a 61.8% likelihood of experiencing CDA, whereas those below all three thresholds had a CDA rate of 4.5%. The only significant baseline predictor differentiating PIRA from relapse-associated worsening was a higher number of spinal cord lesions (AUC=0.64, 95% CI 0.54 to 0.74).Conclusions Intrathecal IgG synthesis, spinal cord lesion number, age and polysymptomatic manifestation are independent predictors of early CDA in newly diagnosed RMS.
引用
收藏
页数:8
相关论文
共 50 条
  • [21] The cerebrospinal fluid lactate is decreased in early stages of multiple sclerosis
    Fonalledas Perello, Maria Assumpta
    Valero Politi, Jose
    Lizarraga Dallo, Maria Antonia
    Segura Cardona, Ramon
    PUERTO RICO HEALTH SCIENCES JOURNAL, 2008, 27 (02) : 171 - 174
  • [22] Clinical and cognitive implications of cerebrospinal fluid oligoclonal bands in multiple sclerosis patients
    Anagnostouli, Maria
    Christidi, Foteini
    Zalonis, Ioannis
    Nikolaou, Chryssoula
    Lyrakos, Dimitrios
    Triantafyllou, Nikolaos
    Evdokimidis, Ioannis
    Kilidireas, Constantinos
    NEUROLOGICAL SCIENCES, 2015, 36 (11) : 2053 - 2060
  • [23] Commentary on 'Disability outcome measures in multiple sclerosis clinical trials'
    Noble, J. Gareth
    Osborne, Lisa A.
    Jones, Kerina H.
    Middleton, Rod M.
    Ford, David V.
    MULTIPLE SCLEROSIS JOURNAL, 2012, 18 (12) : 1718 - 1720
  • [24] BAFF is decreased in the cerebrospinal fluid of multiple sclerosis at clinical onset
    Puthenparampil, M.
    Miante, S.
    Federle, L.
    Zanetta, C.
    Toffanin, E.
    Ruggero, S.
    Rinaldi, F.
    Gallo, P.
    JOURNAL OF NEUROIMMUNOLOGY, 2016, 297 : 63 - 67
  • [25] Biomarker combinations from different modalities predict early disability accumulation in multiple sclerosis
    Fleischer, Vinzenz
    Brummer, Tobias
    Muthuraman, Muthuraman
    Steffen, Falk
    Heldt, Milena
    Protopapa, Maria
    Schraad, Muriel
    Gonzalez-Escamilla, Gabriel
    Groppa, Sergiu
    Bittner, Stefan
    Zipp, Frauke
    FRONTIERS IN IMMUNOLOGY, 2025, 16
  • [26] Is serum vitamin D levels associated with disability in patients with newly diagnosed multiple sclerosis?
    Hatamian, Hamidreza
    Bidabadi, Elham
    Saadat, Seyed Mohammad Seyed
    Saadat, Niloufar Seyed
    Kazemnezhad, Ehsan
    Ramezani, Hamed
    Bakhshayesh, Babak
    IRANIAN JOURNAL OF NEUROLOGY, 2013, 12 (02) : 41 - 46
  • [27] Cytokine Profiling in Cerebrospinal Fluid of Patients with Newly Diagnosed Relapsing-Remitting Multiple Sclerosis (RRMS): Associations between Inflammatory Biomarkers and Disease Activity
    Gebka-Kepinska, Barbara
    Adamczyk, Bozena
    Gebka, Dorota
    Czuba, Zenon
    Szczygiel, Jaroslaw
    Adamczyk-Sowa, Monika
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2024, 25 (13)
  • [28] Early imaging predictors of long-term outcomes in relapse-onset multiple sclerosis
    Brownlee, Wallace J.
    Altmann, Dan R.
    Prados, Ferran
    Miszkiel, Katherine A.
    Eshaghi, Arman
    Wheeler-Kingshott, Claudia A. M. Gandini
    Barkhof, Frederik
    Ciccarelli, Olga
    BRAIN, 2019, 142 : 2276 - 2287
  • [29] Cerebrospinal fluid biomarkers of inflammation and degeneration as measures of fingolimod efficacy in multiple sclerosis
    Novakova, Lenka
    Axelsson, Markus
    Khademi, Mohsen
    Zetterberg, Henrik
    Blennow, Kaj
    Malmestrom, Clas
    Piehl, Fredrik
    Olsson, Tomas
    Lycke, Jan
    MULTIPLE SCLEROSIS JOURNAL, 2017, 23 (01) : 62 - 71
  • [30] Cerebrospinal fluid lipocalin 2 in patients with clinically isolated syndromes and early multiple sclerosis
    Khalil, M.
    Renner, A.
    Langkammer, C.
    Enzinger, C.
    Ropele, S.
    Stojakovic, T.
    Scharnagl, H.
    Bachmaier, G.
    Pichler, A.
    Archelos, J. J.
    Fuchs, S.
    Seifert-Held, T.
    Fazekas, F.
    MULTIPLE SCLEROSIS JOURNAL, 2016, 22 (12) : 1560 - 1568