Cargando…
Factors influencing serum neurofilament light chain levels in normal aging
Objective: Serum neurofilament light (sNfL) is a promising marker for neuro-axonal damage and it is now well known that its levels also increase with higher age. However, the effect of other determinants besides age is still poorly investigated. We therefore aimed to identify factors influencing the...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8751593/ https://www.ncbi.nlm.nih.gov/pubmed/34923481 http://dx.doi.org/10.18632/aging.203790 |
_version_ | 1784631709208150016 |
---|---|
author | Koini, Marisa Pirpamer, Lukas Hofer, Edith Buchmann, Arabella Pinter, Daniela Ropele, Stefan Enzinger, Christian Benkert, Pascal Leppert, David Kuhle, Jens Schmidt, Reinhold Khalil, Michael |
author_facet | Koini, Marisa Pirpamer, Lukas Hofer, Edith Buchmann, Arabella Pinter, Daniela Ropele, Stefan Enzinger, Christian Benkert, Pascal Leppert, David Kuhle, Jens Schmidt, Reinhold Khalil, Michael |
author_sort | Koini, Marisa |
collection | PubMed |
description | Objective: Serum neurofilament light (sNfL) is a promising marker for neuro-axonal damage and it is now well known that its levels also increase with higher age. However, the effect of other determinants besides age is still poorly investigated. We therefore aimed to identify factors influencing the sNfL concentration by analysing a large set of demographical, life-style and clinical variables in a normal aging cohort. Methods: sNfL was quantified by single molecule array (Simoa) assay in 327 neurologically inconspicuous individuals (median age 67.8±10.7 years, 192 female) who participated in the Austrian Stroke Prevention Family Study (ASPS-Fam). Random forest regression analysis was used to rank the association of included variables with sNfL in the entire cohort and in age-stratified subgroups. Linear regression then served to identify factors independently influencing sNfL concentration. Results: Age (β=0.513, p<0.001) was by far the most important factor influencing sNfL, which was mainly driven by individuals ≥60 years. In age stratified sub-groups, body mass index (BMI) (β=-0.298, p<0.001) independently predicted sNfL in individuals aged 38-60 years. In individuals ≥60 years, age (β=0.394, p<0.001), renal function (β=0.376, p<0.001), blood volume (β=-0.198, p=0.008) and high density lipoprotein (HDL) (β=0.149, p=0.013) were associated with sNfL levels. Conclusions: Age is the most important factor influencing sNfL concentrations, getting increasingly relevant in elderly people. BMI further influences sNfL levels, especially at younger age, whereas renal function gets increasingly relevant in the elderly. |
format | Online Article Text |
id | pubmed-8751593 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Impact Journals |
record_format | MEDLINE/PubMed |
spelling | pubmed-87515932022-01-12 Factors influencing serum neurofilament light chain levels in normal aging Koini, Marisa Pirpamer, Lukas Hofer, Edith Buchmann, Arabella Pinter, Daniela Ropele, Stefan Enzinger, Christian Benkert, Pascal Leppert, David Kuhle, Jens Schmidt, Reinhold Khalil, Michael Aging (Albany NY) Research Paper Objective: Serum neurofilament light (sNfL) is a promising marker for neuro-axonal damage and it is now well known that its levels also increase with higher age. However, the effect of other determinants besides age is still poorly investigated. We therefore aimed to identify factors influencing the sNfL concentration by analysing a large set of demographical, life-style and clinical variables in a normal aging cohort. Methods: sNfL was quantified by single molecule array (Simoa) assay in 327 neurologically inconspicuous individuals (median age 67.8±10.7 years, 192 female) who participated in the Austrian Stroke Prevention Family Study (ASPS-Fam). Random forest regression analysis was used to rank the association of included variables with sNfL in the entire cohort and in age-stratified subgroups. Linear regression then served to identify factors independently influencing sNfL concentration. Results: Age (β=0.513, p<0.001) was by far the most important factor influencing sNfL, which was mainly driven by individuals ≥60 years. In age stratified sub-groups, body mass index (BMI) (β=-0.298, p<0.001) independently predicted sNfL in individuals aged 38-60 years. In individuals ≥60 years, age (β=0.394, p<0.001), renal function (β=0.376, p<0.001), blood volume (β=-0.198, p=0.008) and high density lipoprotein (HDL) (β=0.149, p=0.013) were associated with sNfL levels. Conclusions: Age is the most important factor influencing sNfL concentrations, getting increasingly relevant in elderly people. BMI further influences sNfL levels, especially at younger age, whereas renal function gets increasingly relevant in the elderly. Impact Journals 2021-12-18 /pmc/articles/PMC8751593/ /pubmed/34923481 http://dx.doi.org/10.18632/aging.203790 Text en Copyright: © 2021 Koini et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Koini, Marisa Pirpamer, Lukas Hofer, Edith Buchmann, Arabella Pinter, Daniela Ropele, Stefan Enzinger, Christian Benkert, Pascal Leppert, David Kuhle, Jens Schmidt, Reinhold Khalil, Michael Factors influencing serum neurofilament light chain levels in normal aging |
title | Factors influencing serum neurofilament light chain levels in normal aging |
title_full | Factors influencing serum neurofilament light chain levels in normal aging |
title_fullStr | Factors influencing serum neurofilament light chain levels in normal aging |
title_full_unstemmed | Factors influencing serum neurofilament light chain levels in normal aging |
title_short | Factors influencing serum neurofilament light chain levels in normal aging |
title_sort | factors influencing serum neurofilament light chain levels in normal aging |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8751593/ https://www.ncbi.nlm.nih.gov/pubmed/34923481 http://dx.doi.org/10.18632/aging.203790 |
work_keys_str_mv | AT koinimarisa factorsinfluencingserumneurofilamentlightchainlevelsinnormalaging AT pirpamerlukas factorsinfluencingserumneurofilamentlightchainlevelsinnormalaging AT hoferedith factorsinfluencingserumneurofilamentlightchainlevelsinnormalaging AT buchmannarabella factorsinfluencingserumneurofilamentlightchainlevelsinnormalaging AT pinterdaniela factorsinfluencingserumneurofilamentlightchainlevelsinnormalaging AT ropelestefan factorsinfluencingserumneurofilamentlightchainlevelsinnormalaging AT enzingerchristian factorsinfluencingserumneurofilamentlightchainlevelsinnormalaging AT benkertpascal factorsinfluencingserumneurofilamentlightchainlevelsinnormalaging AT leppertdavid factorsinfluencingserumneurofilamentlightchainlevelsinnormalaging AT kuhlejens factorsinfluencingserumneurofilamentlightchainlevelsinnormalaging AT schmidtreinhold factorsinfluencingserumneurofilamentlightchainlevelsinnormalaging AT khalilmichael factorsinfluencingserumneurofilamentlightchainlevelsinnormalaging |