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A comprehensive systematic review of CSF proteins and peptides that define Alzheimer’s disease
BACKGROUND: During the last two decades, over 100 proteomics studies have identified a variety of potential biomarkers in CSF of Alzheimer’s (AD) patients. Although several reviews have proposed specific biomarkers, to date, the statistical relevance of these proteins has not been investigated and n...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7273668/ https://www.ncbi.nlm.nih.gov/pubmed/32518535 http://dx.doi.org/10.1186/s12014-020-09276-9 |
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author | Pedrero-Prieto, Cristina M. García-Carpintero, Sonia Frontiñán-Rubio, Javier Llanos-González, Emilio Aguilera García, Cristina Alcaín, Francisco J. Lindberg, Iris Durán-Prado, Mario Peinado, Juan R. Rabanal-Ruiz, Yoana |
author_facet | Pedrero-Prieto, Cristina M. García-Carpintero, Sonia Frontiñán-Rubio, Javier Llanos-González, Emilio Aguilera García, Cristina Alcaín, Francisco J. Lindberg, Iris Durán-Prado, Mario Peinado, Juan R. Rabanal-Ruiz, Yoana |
author_sort | Pedrero-Prieto, Cristina M. |
collection | PubMed |
description | BACKGROUND: During the last two decades, over 100 proteomics studies have identified a variety of potential biomarkers in CSF of Alzheimer’s (AD) patients. Although several reviews have proposed specific biomarkers, to date, the statistical relevance of these proteins has not been investigated and no peptidomic analyses have been generated on the basis of specific up- or down- regulation. Herein, we perform an analysis of all unbiased explorative proteomics studies of CSF biomarkers in AD to critically evaluate whether proteins and peptides identified in each study are consistent in distribution; direction change; and significance, which would strengthen their potential use in studies of AD pathology and progression. METHODS: We generated a database containing all CSF proteins whose levels are known to be significantly altered in human AD from 47 independent, validated, proteomics studies. Using this database, which contains 2022 AD and 2562 control human samples, we examined whether each protein is consistently present on the basis of reliable statistical studies; and if so, whether it is over- or under-represented in AD. Additionally, we performed a direct analysis of available mass spectrometric data of these proteins to generate an AD CSF peptide database with 3221 peptides for further analysis. RESULTS: Of the 162 proteins that were identified in 2 or more studies, we investigated their enrichment or depletion in AD CSF. This allowed us to identify 23 proteins which were increased and 50 proteins which were decreased in AD, some of which have never been revealed as consistent AD biomarkers (i.e. SPRC or MUC18). Regarding the analysis of the tryptic peptide database, we identified 87 peptides corresponding to 13 proteins as the most highly consistently altered peptides in AD. Analysis of tryptic peptide fingerprinting revealed specific peptides encoded by CH3L1, VGF, SCG2, PCSK1N, FBLN3 and APOC2 with the highest probability of detection in AD. CONCLUSIONS: Our study reveals a panel of 27 proteins and 21 peptides highly altered in AD with consistent statistical significance; this panel constitutes a potent tool for the classification and diagnosis of AD. |
format | Online Article Text |
id | pubmed-7273668 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-72736682020-06-08 A comprehensive systematic review of CSF proteins and peptides that define Alzheimer’s disease Pedrero-Prieto, Cristina M. García-Carpintero, Sonia Frontiñán-Rubio, Javier Llanos-González, Emilio Aguilera García, Cristina Alcaín, Francisco J. Lindberg, Iris Durán-Prado, Mario Peinado, Juan R. Rabanal-Ruiz, Yoana Clin Proteomics Review BACKGROUND: During the last two decades, over 100 proteomics studies have identified a variety of potential biomarkers in CSF of Alzheimer’s (AD) patients. Although several reviews have proposed specific biomarkers, to date, the statistical relevance of these proteins has not been investigated and no peptidomic analyses have been generated on the basis of specific up- or down- regulation. Herein, we perform an analysis of all unbiased explorative proteomics studies of CSF biomarkers in AD to critically evaluate whether proteins and peptides identified in each study are consistent in distribution; direction change; and significance, which would strengthen their potential use in studies of AD pathology and progression. METHODS: We generated a database containing all CSF proteins whose levels are known to be significantly altered in human AD from 47 independent, validated, proteomics studies. Using this database, which contains 2022 AD and 2562 control human samples, we examined whether each protein is consistently present on the basis of reliable statistical studies; and if so, whether it is over- or under-represented in AD. Additionally, we performed a direct analysis of available mass spectrometric data of these proteins to generate an AD CSF peptide database with 3221 peptides for further analysis. RESULTS: Of the 162 proteins that were identified in 2 or more studies, we investigated their enrichment or depletion in AD CSF. This allowed us to identify 23 proteins which were increased and 50 proteins which were decreased in AD, some of which have never been revealed as consistent AD biomarkers (i.e. SPRC or MUC18). Regarding the analysis of the tryptic peptide database, we identified 87 peptides corresponding to 13 proteins as the most highly consistently altered peptides in AD. Analysis of tryptic peptide fingerprinting revealed specific peptides encoded by CH3L1, VGF, SCG2, PCSK1N, FBLN3 and APOC2 with the highest probability of detection in AD. CONCLUSIONS: Our study reveals a panel of 27 proteins and 21 peptides highly altered in AD with consistent statistical significance; this panel constitutes a potent tool for the classification and diagnosis of AD. BioMed Central 2020-06-05 /pmc/articles/PMC7273668/ /pubmed/32518535 http://dx.doi.org/10.1186/s12014-020-09276-9 Text en © The Author(s) 2020 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/. The Creative Commons Public Domain Dedication waiver (http://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 | Review Pedrero-Prieto, Cristina M. García-Carpintero, Sonia Frontiñán-Rubio, Javier Llanos-González, Emilio Aguilera García, Cristina Alcaín, Francisco J. Lindberg, Iris Durán-Prado, Mario Peinado, Juan R. Rabanal-Ruiz, Yoana A comprehensive systematic review of CSF proteins and peptides that define Alzheimer’s disease |
title | A comprehensive systematic review of CSF proteins and peptides that define Alzheimer’s disease |
title_full | A comprehensive systematic review of CSF proteins and peptides that define Alzheimer’s disease |
title_fullStr | A comprehensive systematic review of CSF proteins and peptides that define Alzheimer’s disease |
title_full_unstemmed | A comprehensive systematic review of CSF proteins and peptides that define Alzheimer’s disease |
title_short | A comprehensive systematic review of CSF proteins and peptides that define Alzheimer’s disease |
title_sort | comprehensive systematic review of csf proteins and peptides that define alzheimer’s disease |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7273668/ https://www.ncbi.nlm.nih.gov/pubmed/32518535 http://dx.doi.org/10.1186/s12014-020-09276-9 |
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