Serum neurofilament light chain reference database for individual application in paediatric care: a retrospective modelling and validation study.
Journal
The Lancet. Neurology
ISSN: 1474-4465
Titre abrégé: Lancet Neurol
Pays: England
ID NLM: 101139309
Informations de publication
Date de publication:
09 2023
09 2023
Historique:
received:
28
03
2023
revised:
11
05
2023
accepted:
30
05
2023
medline:
21
8
2023
pubmed:
1
8
2023
entrez:
31
7
2023
Statut:
ppublish
Résumé
Neurological conditions represent an important driver of paediatric disability burden worldwide. Measurement of serum neurofilament light chain (sNfL) concentrations, a specific marker of neuroaxonal injury, has the potential to contribute to the management of children with such conditions. In this context, the European Medicines Agency recently declared age-adjusted reference values for sNfL a top research priority. We aimed to establish an age-adjusted sNfL reference range database in a population of healthy children and adolescents, and to validate this database in paediatric patients with neurological conditions to affirm its clinical applicability. To generate a paediatric sNfL reference dataset, sNfL values were measured in a population of healthy children and adolescents (aged 0-22 years) from two large cohorts in Europe (the Coronavirus Antibodies in Kids from Bavaria study, Germany) and North America (a US Network of Paediatric Multiple Sclerosis Centers paediatric case-control cohort). Children with active or previous COVID-19 infection or SARS-CoV-2 antibody positivity at the time of sampling, or a history of primary systemic or neurological conditions were excluded. Linear models were used to restrospectively study the effect of age and weight on sNfL concentrations. We modelled the distribution of sNfL concentrations as a function of age-related physiological changes to derive reference percentile and Z score values via a generalised additive model for location, scale, and shape. The clinical utility of the new reference dataset was assessed in children and adolescents (aged 1-19 years) with neurological diseases (epilepsy, traumatic brain injury, bacterial CNS infections, paediatric-onset multiple sclerosis, and myelin oligodendrocyte glycoprotein antibody-associated disease) from the paediatric neuroimmunology clinic at the University of California San Francisco (San Francisco, CA, USA) and the Children's Hospital of the University of Regensburg (Regensburg, Germany). Samples from 2667 healthy children and adolescents (1336 [50·1%] girls and 1331 [49·9%] boys; median age 8·0 years [IQR 4·0-12·0]) were used to generate the reference database covering neonatal age to adolescence (target age range 0-20 years). In the healthy population, sNfL concentrations decreased with age by an estimated 6·8% per year until age 10·3 years (estimated multiplicative effect per 1 year increase 0·93 [95% CI 0·93-0·94], p<0·0001) and was mostly stable thereafter up to age 22 years (1·00 [0·52-1·94], p>0·99). Independent of age, the magnitude of the effect of weight on sNfL concentrations was marginal. Samples from 220 children with neurological conditions (134 [60·9%] girls and 86 [39·1%] boys; median age 14·7 years [IQR 10·8-16·5]) were used to validate the clinical utility of the reference Z scores. In this population, age-adjusted sNfL Z scores were higher than in the reference population of healthy children and adolescents (p<0·0001) with higher effect size metrics (Cohen's d=1·56) compared with the application of raw sNfL concentrations (d=1·28). The established normative sNfL values in children and adolescents provide a foundation for the clinical application of sNfL in the paediatric population. Compared with absolute sNfL values, the use of sNfL Z score was associated with higher effect size metrics and allowed for more accurate estimation of the extent of ongoing neuroaxonal damage in individual patients. Swiss National Science Foundation, US National Institutes of Health, and the National Multiple Sclerosis Society.
Sections du résumé
BACKGROUND
Neurological conditions represent an important driver of paediatric disability burden worldwide. Measurement of serum neurofilament light chain (sNfL) concentrations, a specific marker of neuroaxonal injury, has the potential to contribute to the management of children with such conditions. In this context, the European Medicines Agency recently declared age-adjusted reference values for sNfL a top research priority. We aimed to establish an age-adjusted sNfL reference range database in a population of healthy children and adolescents, and to validate this database in paediatric patients with neurological conditions to affirm its clinical applicability.
METHODS
To generate a paediatric sNfL reference dataset, sNfL values were measured in a population of healthy children and adolescents (aged 0-22 years) from two large cohorts in Europe (the Coronavirus Antibodies in Kids from Bavaria study, Germany) and North America (a US Network of Paediatric Multiple Sclerosis Centers paediatric case-control cohort). Children with active or previous COVID-19 infection or SARS-CoV-2 antibody positivity at the time of sampling, or a history of primary systemic or neurological conditions were excluded. Linear models were used to restrospectively study the effect of age and weight on sNfL concentrations. We modelled the distribution of sNfL concentrations as a function of age-related physiological changes to derive reference percentile and Z score values via a generalised additive model for location, scale, and shape. The clinical utility of the new reference dataset was assessed in children and adolescents (aged 1-19 years) with neurological diseases (epilepsy, traumatic brain injury, bacterial CNS infections, paediatric-onset multiple sclerosis, and myelin oligodendrocyte glycoprotein antibody-associated disease) from the paediatric neuroimmunology clinic at the University of California San Francisco (San Francisco, CA, USA) and the Children's Hospital of the University of Regensburg (Regensburg, Germany).
FINDINGS
Samples from 2667 healthy children and adolescents (1336 [50·1%] girls and 1331 [49·9%] boys; median age 8·0 years [IQR 4·0-12·0]) were used to generate the reference database covering neonatal age to adolescence (target age range 0-20 years). In the healthy population, sNfL concentrations decreased with age by an estimated 6·8% per year until age 10·3 years (estimated multiplicative effect per 1 year increase 0·93 [95% CI 0·93-0·94], p<0·0001) and was mostly stable thereafter up to age 22 years (1·00 [0·52-1·94], p>0·99). Independent of age, the magnitude of the effect of weight on sNfL concentrations was marginal. Samples from 220 children with neurological conditions (134 [60·9%] girls and 86 [39·1%] boys; median age 14·7 years [IQR 10·8-16·5]) were used to validate the clinical utility of the reference Z scores. In this population, age-adjusted sNfL Z scores were higher than in the reference population of healthy children and adolescents (p<0·0001) with higher effect size metrics (Cohen's d=1·56) compared with the application of raw sNfL concentrations (d=1·28).
INTERPRETATION
The established normative sNfL values in children and adolescents provide a foundation for the clinical application of sNfL in the paediatric population. Compared with absolute sNfL values, the use of sNfL Z score was associated with higher effect size metrics and allowed for more accurate estimation of the extent of ongoing neuroaxonal damage in individual patients.
FUNDING
Swiss National Science Foundation, US National Institutes of Health, and the National Multiple Sclerosis Society.
Identifiants
pubmed: 37524100
pii: S1474-4422(23)00210-7
doi: 10.1016/S1474-4422(23)00210-7
pii:
doi:
Substances chimiques
Biomarkers
0
Neurofilament Proteins
0
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
826-833Subventions
Organisme : NINDS NIH HHS
ID : R01 NS071463
Pays : United States
Commentaires et corrections
Type : CommentIn
Informations de copyright
Copyright © 2023 Elsevier Ltd. All rights reserved.
Déclaration de conflit d'intérêts
Declaration of interests AA has received research funding from DMSG, AMSEL, the Bavarian MS Trust, and UCSF Weill Institute for Neurosciences. JO has received research support from the Swiss MS Society and served on advisory boards for Roche and Merck. CGo's employer (Ente Ospedaliero Cantonale) has received compensation for CG's speaking activities, consulting fees, or research grants from Almirall, Biogen Idec, Bristol Myers Squibb, Lundbeck, Merck, Novartis, Sanofi, Teva Pharma, and Roche. CZ is recipient of a grant for senior researchers provided by AFRI (l'Area Formazione Accademica, Ricerca e Innovazione). HT has received consulting and/or speaker honoraria from Alexion, Bayer, Biogen, Celgene, GlaxoSmithKline, Janssen, Merck, Novartis, Roche, Sanofi Genzyme, and Teva. HW has received honoraria and consultation fees from Bayer Healthcare, Biogen, Fresenius Medical Care, GlaxoSmithKline, GW Pharmaceuticals, Merck Serono, Novartis, Sanofi Genzyme, and Teva. CGr's employer (University Hospital Basel) has received the following fees which were used exclusively for research support: advisory boards and consultancy fees from Actelion, Novartis, Genzyme-Sanofi, GeNeuro, Hoffmann La Roche, and Siemens Healthineers; speaker fees from Biogen, Hoffmann La Roche, Teva, Novartis, Janssen, and Genzyme-Sanofi; and research grants from Hoffmann La Roche, GeNeuro, Genzyme, and Biogen. LK's institutions (University Hospital Basel and the Research Center for Clinical Neuroimmunology and Neuroscience Basel) have received and dedicated to research support: payments for steering committee and advisory board participation, consultancy services, and participation in educational activities from Actelion, Bayer, Bristol Myers Squibb, df-mp (Dörries Frank Molnia & Pohlman), Celgene, Eli Lilly, EMD Serono, Genentech, GlaxoSmithKline, Janssen, Japan Tabacco, Merck, MH Consulting, Minoryx, Novartis, Hoffmann-La Roche, Senda Biosciences, Sanofi, Santhera, Shionogi, TG Therapeutics, and Wellmera; license fees for Neurostatus-UHB products; and grants from Novartis, Innosuisse and Roche. DL has received grants from Progressive MS Alliance and is Chief Medical Officer of GeNeuro. SW is Chief Medical Officer and co-founder of Neopredix, a spin-off company of the University of Basel. JK has received speaker fees, research support and/or travel support from, and/or served on advisory boards for, the Swiss MS Society, the Swiss National Research Foundation (grant number 320030_189140/1), the University of Basel, the Progressive MS Alliance, Alnylam, Bayer, Biogen, Bristol Myers Squibb, Celgene, Immunic, Merck, Neurogenesis, Novartis, Octave Bioscience, Quanterix, Roche, Sanofi, and Stata DX. All other authors declare no competing interests.