TY - JOUR
T1 - Serum neurofilament light chain reference database for individual application in paediatric care
T2 - a retrospective modelling and validation study
AU - Abdelhak, Ahmed
AU - Petermeier, Franziska
AU - Benkert, Pascal
AU - Schädelin, Sabine
AU - Oechtering, Johanna
AU - Maleska Maceski, Aleksandra
AU - Kabesch, Michael
AU - Geis, Tobias
AU - Laub, Otto
AU - Leipold, Georg
AU - Gobbi, Claudio
AU - Zecca, Chiara
AU - Green, Ari
AU - Tumani, Hayrettin
AU - Willemse, Eline
AU - Wiendl, Heinz
AU - Granziera, Cristina
AU - Kappos, Ludwig
AU - Leppert, David
AU - Waubant, Emmanuelle
AU - Wellmann, Sven
AU - Kuhle, Jens
N1 - Funding Information: This study was funded by the Swiss National Science Foundation (grant number 320030_189140/1). Acquisition of samples from the healthy paediatric cohort from the US Network of Paediatric Multiple Sclerosis Centers was supported by a US National Institutes of Health grant (R01NS071463) and a National Multiple Sclerosis Society grant (HC-1509-06233). We are thankful to all participants, study nurses, technicians, and physicians for their engagement in the study. We also thank the centres of the Coronavirus Antibodies in Kids from Bavaria study and the US Network of Pediatric Multiple Sclerosis Centers for the collection of high-quality samples and for allowing the inclusion of samples in the current analysis. Funding Information: This study was funded by the Swiss National Science Foundation (grant number 320030_189140/1). Acquisition of samples from the healthy paediatric cohort from the US Network of Paediatric Multiple Sclerosis Centers was supported by a US National Institutes of Health grant (R01NS071463) and a National Multiple Sclerosis Society grant (HC-1509-06233). We are thankful to all participants, study nurses, technicians, and physicians for their engagement in the study. We also thank the centres of the Coronavirus Antibodies in Kids from Bavaria study and the US Network of Pediatric Multiple Sclerosis Centers for the collection of high-quality samples and for allowing the inclusion of samples in the current analysis. Publisher Copyright: © 2023 Elsevier Ltd
PY - 2023/9/1
Y1 - 2023/9/1
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85168011825&partnerID=8YFLogxK
U2 - https://doi.org/10.1016/S1474-4422(23)00210-7
DO - https://doi.org/10.1016/S1474-4422(23)00210-7
M3 - Article
C2 - 37524100
SN - 1474-4422
VL - 22
SP - 826
EP - 833
JO - The Lancet Neurology
JF - The Lancet Neurology
IS - 9
ER -