Cargando…
A panel of CSF proteins separates genetic frontotemporal dementia from presymptomatic mutation carriers: a GENFI study
BACKGROUND: A detailed understanding of the pathological processes involved in genetic frontotemporal dementia is critical in order to provide the patients with an optimal future treatment. Protein levels in CSF have the potential to reflect different pathophysiological processes in the brain. We ai...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8626910/ https://www.ncbi.nlm.nih.gov/pubmed/34838088 http://dx.doi.org/10.1186/s13024-021-00499-4 |
_version_ | 1784606749408362496 |
---|---|
author | Bergström, Sofia Öijerstedt, Linn Remnestål, Julia Olofsson, Jennie Ullgren, Abbe Seelaar, Harro van Swieten, John C. Synofzik, Matthis Sanchez-Valle, Raquel Moreno, Fermin Finger, Elizabeth Masellis, Mario Tartaglia, Carmela Vandenberghe, Rik Laforce, Robert Galimberti, Daniela Borroni, Barbara Butler, Chris R. Gerhard, Alexander Ducharme, Simon Rohrer, Jonathan D. Månberg, Anna Graff, Caroline Nilsson, Peter |
author_facet | Bergström, Sofia Öijerstedt, Linn Remnestål, Julia Olofsson, Jennie Ullgren, Abbe Seelaar, Harro van Swieten, John C. Synofzik, Matthis Sanchez-Valle, Raquel Moreno, Fermin Finger, Elizabeth Masellis, Mario Tartaglia, Carmela Vandenberghe, Rik Laforce, Robert Galimberti, Daniela Borroni, Barbara Butler, Chris R. Gerhard, Alexander Ducharme, Simon Rohrer, Jonathan D. Månberg, Anna Graff, Caroline Nilsson, Peter |
author_sort | Bergström, Sofia |
collection | PubMed |
description | BACKGROUND: A detailed understanding of the pathological processes involved in genetic frontotemporal dementia is critical in order to provide the patients with an optimal future treatment. Protein levels in CSF have the potential to reflect different pathophysiological processes in the brain. We aimed to identify and evaluate panels of CSF proteins with potential to separate symptomatic individuals from individuals without clinical symptoms (unaffected), as well as presymptomatic individuals from mutation non-carriers. METHODS: A multiplexed antibody-based suspension bead array was used to analyse levels of 111 proteins in CSF samples from 221 individuals from families with genetic frontotemporal dementia. The data was explored using LASSO and Random forest. RESULTS: When comparing affected individuals with unaffected individuals, 14 proteins were identified as potentially important for the separation. Among these, four were identified as most important, namely neurofilament medium polypeptide (NEFM), neuronal pentraxin 2 (NPTX2), neurosecretory protein VGF (VGF) and aquaporin 4 (AQP4). The combined profile of these four proteins successfully separated the two groups, with higher levels of NEFM and AQP4 and lower levels of NPTX2 in affected compared to unaffected individuals. VGF contributed to the models, but the levels were not significantly lower in affected individuals. Next, when comparing presymptomatic GRN and C9orf72 mutation carriers in proximity to symptom onset with mutation non-carriers, six proteins were identified with a potential to contribute to a separation, including progranulin (GRN). CONCLUSION: In conclusion, we have identified several proteins with the combined potential to separate affected individuals from unaffected individuals, as well as proteins with potential to contribute to the separation between presymptomatic individuals and mutation non-carriers. Further studies are needed to continue the investigation of these proteins and their potential association to the pathophysiological mechanisms in genetic FTD. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13024-021-00499-4. |
format | Online Article Text |
id | pubmed-8626910 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-86269102021-11-29 A panel of CSF proteins separates genetic frontotemporal dementia from presymptomatic mutation carriers: a GENFI study Bergström, Sofia Öijerstedt, Linn Remnestål, Julia Olofsson, Jennie Ullgren, Abbe Seelaar, Harro van Swieten, John C. Synofzik, Matthis Sanchez-Valle, Raquel Moreno, Fermin Finger, Elizabeth Masellis, Mario Tartaglia, Carmela Vandenberghe, Rik Laforce, Robert Galimberti, Daniela Borroni, Barbara Butler, Chris R. Gerhard, Alexander Ducharme, Simon Rohrer, Jonathan D. Månberg, Anna Graff, Caroline Nilsson, Peter Mol Neurodegener Research Article BACKGROUND: A detailed understanding of the pathological processes involved in genetic frontotemporal dementia is critical in order to provide the patients with an optimal future treatment. Protein levels in CSF have the potential to reflect different pathophysiological processes in the brain. We aimed to identify and evaluate panels of CSF proteins with potential to separate symptomatic individuals from individuals without clinical symptoms (unaffected), as well as presymptomatic individuals from mutation non-carriers. METHODS: A multiplexed antibody-based suspension bead array was used to analyse levels of 111 proteins in CSF samples from 221 individuals from families with genetic frontotemporal dementia. The data was explored using LASSO and Random forest. RESULTS: When comparing affected individuals with unaffected individuals, 14 proteins were identified as potentially important for the separation. Among these, four were identified as most important, namely neurofilament medium polypeptide (NEFM), neuronal pentraxin 2 (NPTX2), neurosecretory protein VGF (VGF) and aquaporin 4 (AQP4). The combined profile of these four proteins successfully separated the two groups, with higher levels of NEFM and AQP4 and lower levels of NPTX2 in affected compared to unaffected individuals. VGF contributed to the models, but the levels were not significantly lower in affected individuals. Next, when comparing presymptomatic GRN and C9orf72 mutation carriers in proximity to symptom onset with mutation non-carriers, six proteins were identified with a potential to contribute to a separation, including progranulin (GRN). CONCLUSION: In conclusion, we have identified several proteins with the combined potential to separate affected individuals from unaffected individuals, as well as proteins with potential to contribute to the separation between presymptomatic individuals and mutation non-carriers. Further studies are needed to continue the investigation of these proteins and their potential association to the pathophysiological mechanisms in genetic FTD. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13024-021-00499-4. BioMed Central 2021-11-27 /pmc/articles/PMC8626910/ /pubmed/34838088 http://dx.doi.org/10.1186/s13024-021-00499-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Bergström, Sofia Öijerstedt, Linn Remnestål, Julia Olofsson, Jennie Ullgren, Abbe Seelaar, Harro van Swieten, John C. Synofzik, Matthis Sanchez-Valle, Raquel Moreno, Fermin Finger, Elizabeth Masellis, Mario Tartaglia, Carmela Vandenberghe, Rik Laforce, Robert Galimberti, Daniela Borroni, Barbara Butler, Chris R. Gerhard, Alexander Ducharme, Simon Rohrer, Jonathan D. Månberg, Anna Graff, Caroline Nilsson, Peter A panel of CSF proteins separates genetic frontotemporal dementia from presymptomatic mutation carriers: a GENFI study |
title | A panel of CSF proteins separates genetic frontotemporal dementia from presymptomatic mutation carriers: a GENFI study |
title_full | A panel of CSF proteins separates genetic frontotemporal dementia from presymptomatic mutation carriers: a GENFI study |
title_fullStr | A panel of CSF proteins separates genetic frontotemporal dementia from presymptomatic mutation carriers: a GENFI study |
title_full_unstemmed | A panel of CSF proteins separates genetic frontotemporal dementia from presymptomatic mutation carriers: a GENFI study |
title_short | A panel of CSF proteins separates genetic frontotemporal dementia from presymptomatic mutation carriers: a GENFI study |
title_sort | panel of csf proteins separates genetic frontotemporal dementia from presymptomatic mutation carriers: a genfi study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8626910/ https://www.ncbi.nlm.nih.gov/pubmed/34838088 http://dx.doi.org/10.1186/s13024-021-00499-4 |
work_keys_str_mv | AT bergstromsofia apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT oijerstedtlinn apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT remnestaljulia apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT olofssonjennie apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT ullgrenabbe apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT seelaarharro apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT vanswietenjohnc apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT synofzikmatthis apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT sanchezvalleraquel apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT morenofermin apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT fingerelizabeth apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT masellismario apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT tartagliacarmela apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT vandenbergherik apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT laforcerobert apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT galimbertidaniela apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT borronibarbara apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT butlerchrisr apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT gerhardalexander apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT ducharmesimon apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT rohrerjonathand apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT manberganna apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT graffcaroline apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT nilssonpeter apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT apanelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT bergstromsofia panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT oijerstedtlinn panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT remnestaljulia panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT olofssonjennie panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT ullgrenabbe panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT seelaarharro panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT vanswietenjohnc panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT synofzikmatthis panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT sanchezvalleraquel panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT morenofermin panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT fingerelizabeth panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT masellismario panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT tartagliacarmela panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT vandenbergherik panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT laforcerobert panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT galimbertidaniela panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT borronibarbara panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT butlerchrisr panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT gerhardalexander panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT ducharmesimon panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT rohrerjonathand panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT manberganna panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT graffcaroline panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT nilssonpeter panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy AT panelofcsfproteinsseparatesgeneticfrontotemporaldementiafrompresymptomaticmutationcarriersagenfistudy |