Cargando…

Posttranslational modifications of proteins are key features in the identification of CSF biomarkers of multiple sclerosis

BACKGROUND: Multiple sclerosis is an inflammatory and degenerative disease of the central nervous system (CNS) characterized by demyelination and concomitant axonal loss. The lack of a single specific test, and the similarity to other inflammatory diseases of the central nervous system, makes it dif...

Descripción completa

Detalles Bibliográficos
Autores principales: Salazar, Ivan L., Lourenço, Ana S. T., Manadas, Bruno, Baldeiras, Inês, Ferreira, Cláudia, Teixeira, Anabela Claro, Mendes, Vera M., Novo, Ana Margarida, Machado, Rita, Batista, Sónia, Macário, Maria do Carmo, Grãos, Mário, Sousa, Lívia, Saraiva, Maria João, Pais, Alberto A. C. C., Duarte, Carlos B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8822857/
https://www.ncbi.nlm.nih.gov/pubmed/35135578
http://dx.doi.org/10.1186/s12974-022-02404-2
_version_ 1784646689237237760
author Salazar, Ivan L.
Lourenço, Ana S. T.
Manadas, Bruno
Baldeiras, Inês
Ferreira, Cláudia
Teixeira, Anabela Claro
Mendes, Vera M.
Novo, Ana Margarida
Machado, Rita
Batista, Sónia
Macário, Maria do Carmo
Grãos, Mário
Sousa, Lívia
Saraiva, Maria João
Pais, Alberto A. C. C.
Duarte, Carlos B.
author_facet Salazar, Ivan L.
Lourenço, Ana S. T.
Manadas, Bruno
Baldeiras, Inês
Ferreira, Cláudia
Teixeira, Anabela Claro
Mendes, Vera M.
Novo, Ana Margarida
Machado, Rita
Batista, Sónia
Macário, Maria do Carmo
Grãos, Mário
Sousa, Lívia
Saraiva, Maria João
Pais, Alberto A. C. C.
Duarte, Carlos B.
author_sort Salazar, Ivan L.
collection PubMed
description BACKGROUND: Multiple sclerosis is an inflammatory and degenerative disease of the central nervous system (CNS) characterized by demyelination and concomitant axonal loss. The lack of a single specific test, and the similarity to other inflammatory diseases of the central nervous system, makes it difficult to have a clear diagnosis of multiple sclerosis. Therefore, laboratory tests that allows a clear and definite diagnosis, as well as to predict the different clinical courses of the disease are of utmost importance. Herein, we compared the cerebrospinal fluid (CSF) proteome of patients with multiple sclerosis (in the relapse–remitting phase of the disease) and other diseases of the CNS (inflammatory and non-inflammatory) aiming at identifying reliable biomarkers of multiple sclerosis. METHODS: CSF samples from the discovery group were resolved by 2D-gel electrophoresis followed by identification of the protein spots by mass spectrometry. The results were analyzed using univariate (Student’s t test) and multivariate (Hierarchical Cluster Analysis, Principal Component Analysis, Linear Discriminant Analysis) statistical and numerical techniques, to identify a set of protein spots that were differentially expressed in CSF samples from patients with multiple sclerosis when compared with other two groups. Validation of the results was performed in samples from a different set of patients using quantitative (e.g., ELISA) and semi-quantitative (e.g., Western Blot) experimental approaches. RESULTS: Analysis of the 2D-gels showed 13 protein spots that were differentially expressed in the three groups of patients: Alpha-1-antichymotrypsin, Prostaglandin-H2-isomerase, Retinol binding protein 4, Transthyretin (TTR), Apolipoprotein E, Gelsolin, Angiotensinogen, Agrin, Serum albumin, Myosin-15, Apolipoprotein B-100 and EF-hand calcium-binding domain—containing protein. ELISA experiments allowed validating part of the results obtained in the proteomics analysis and showed that some of the alterations in the CSF proteome are also mirrored in serum samples from multiple sclerosis patients. CSF of multiple sclerosis patients was characterized by TTR oligomerization, thus highlighting the importance of analyzing posttranslational modifications of the proteome in the identification of novel biomarkers of the disease. CONCLUSIONS: The model built based on the results obtained upon analysis of the 2D-gels and in the validation phase attained an accuracy of about 80% in distinguishing multiple sclerosis patients and the other two groups. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12974-022-02404-2.
format Online
Article
Text
id pubmed-8822857
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-88228572022-02-09 Posttranslational modifications of proteins are key features in the identification of CSF biomarkers of multiple sclerosis Salazar, Ivan L. Lourenço, Ana S. T. Manadas, Bruno Baldeiras, Inês Ferreira, Cláudia Teixeira, Anabela Claro Mendes, Vera M. Novo, Ana Margarida Machado, Rita Batista, Sónia Macário, Maria do Carmo Grãos, Mário Sousa, Lívia Saraiva, Maria João Pais, Alberto A. C. C. Duarte, Carlos B. J Neuroinflammation Research BACKGROUND: Multiple sclerosis is an inflammatory and degenerative disease of the central nervous system (CNS) characterized by demyelination and concomitant axonal loss. The lack of a single specific test, and the similarity to other inflammatory diseases of the central nervous system, makes it difficult to have a clear diagnosis of multiple sclerosis. Therefore, laboratory tests that allows a clear and definite diagnosis, as well as to predict the different clinical courses of the disease are of utmost importance. Herein, we compared the cerebrospinal fluid (CSF) proteome of patients with multiple sclerosis (in the relapse–remitting phase of the disease) and other diseases of the CNS (inflammatory and non-inflammatory) aiming at identifying reliable biomarkers of multiple sclerosis. METHODS: CSF samples from the discovery group were resolved by 2D-gel electrophoresis followed by identification of the protein spots by mass spectrometry. The results were analyzed using univariate (Student’s t test) and multivariate (Hierarchical Cluster Analysis, Principal Component Analysis, Linear Discriminant Analysis) statistical and numerical techniques, to identify a set of protein spots that were differentially expressed in CSF samples from patients with multiple sclerosis when compared with other two groups. Validation of the results was performed in samples from a different set of patients using quantitative (e.g., ELISA) and semi-quantitative (e.g., Western Blot) experimental approaches. RESULTS: Analysis of the 2D-gels showed 13 protein spots that were differentially expressed in the three groups of patients: Alpha-1-antichymotrypsin, Prostaglandin-H2-isomerase, Retinol binding protein 4, Transthyretin (TTR), Apolipoprotein E, Gelsolin, Angiotensinogen, Agrin, Serum albumin, Myosin-15, Apolipoprotein B-100 and EF-hand calcium-binding domain—containing protein. ELISA experiments allowed validating part of the results obtained in the proteomics analysis and showed that some of the alterations in the CSF proteome are also mirrored in serum samples from multiple sclerosis patients. CSF of multiple sclerosis patients was characterized by TTR oligomerization, thus highlighting the importance of analyzing posttranslational modifications of the proteome in the identification of novel biomarkers of the disease. CONCLUSIONS: The model built based on the results obtained upon analysis of the 2D-gels and in the validation phase attained an accuracy of about 80% in distinguishing multiple sclerosis patients and the other two groups. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12974-022-02404-2. BioMed Central 2022-02-08 /pmc/articles/PMC8822857/ /pubmed/35135578 http://dx.doi.org/10.1186/s12974-022-02404-2 Text en © The Author(s) 2022 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
Salazar, Ivan L.
Lourenço, Ana S. T.
Manadas, Bruno
Baldeiras, Inês
Ferreira, Cláudia
Teixeira, Anabela Claro
Mendes, Vera M.
Novo, Ana Margarida
Machado, Rita
Batista, Sónia
Macário, Maria do Carmo
Grãos, Mário
Sousa, Lívia
Saraiva, Maria João
Pais, Alberto A. C. C.
Duarte, Carlos B.
Posttranslational modifications of proteins are key features in the identification of CSF biomarkers of multiple sclerosis
title Posttranslational modifications of proteins are key features in the identification of CSF biomarkers of multiple sclerosis
title_full Posttranslational modifications of proteins are key features in the identification of CSF biomarkers of multiple sclerosis
title_fullStr Posttranslational modifications of proteins are key features in the identification of CSF biomarkers of multiple sclerosis
title_full_unstemmed Posttranslational modifications of proteins are key features in the identification of CSF biomarkers of multiple sclerosis
title_short Posttranslational modifications of proteins are key features in the identification of CSF biomarkers of multiple sclerosis
title_sort posttranslational modifications of proteins are key features in the identification of csf biomarkers of multiple sclerosis
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8822857/
https://www.ncbi.nlm.nih.gov/pubmed/35135578
http://dx.doi.org/10.1186/s12974-022-02404-2
work_keys_str_mv AT salazarivanl posttranslationalmodificationsofproteinsarekeyfeaturesintheidentificationofcsfbiomarkersofmultiplesclerosis
AT lourencoanast posttranslationalmodificationsofproteinsarekeyfeaturesintheidentificationofcsfbiomarkersofmultiplesclerosis
AT manadasbruno posttranslationalmodificationsofproteinsarekeyfeaturesintheidentificationofcsfbiomarkersofmultiplesclerosis
AT baldeirasines posttranslationalmodificationsofproteinsarekeyfeaturesintheidentificationofcsfbiomarkersofmultiplesclerosis
AT ferreiraclaudia posttranslationalmodificationsofproteinsarekeyfeaturesintheidentificationofcsfbiomarkersofmultiplesclerosis
AT teixeiraanabelaclaro posttranslationalmodificationsofproteinsarekeyfeaturesintheidentificationofcsfbiomarkersofmultiplesclerosis
AT mendesveram posttranslationalmodificationsofproteinsarekeyfeaturesintheidentificationofcsfbiomarkersofmultiplesclerosis
AT novoanamargarida posttranslationalmodificationsofproteinsarekeyfeaturesintheidentificationofcsfbiomarkersofmultiplesclerosis
AT machadorita posttranslationalmodificationsofproteinsarekeyfeaturesintheidentificationofcsfbiomarkersofmultiplesclerosis
AT batistasonia posttranslationalmodificationsofproteinsarekeyfeaturesintheidentificationofcsfbiomarkersofmultiplesclerosis
AT macariomariadocarmo posttranslationalmodificationsofproteinsarekeyfeaturesintheidentificationofcsfbiomarkersofmultiplesclerosis
AT graosmario posttranslationalmodificationsofproteinsarekeyfeaturesintheidentificationofcsfbiomarkersofmultiplesclerosis
AT sousalivia posttranslationalmodificationsofproteinsarekeyfeaturesintheidentificationofcsfbiomarkersofmultiplesclerosis
AT saraivamariajoao posttranslationalmodificationsofproteinsarekeyfeaturesintheidentificationofcsfbiomarkersofmultiplesclerosis
AT paisalbertoacc posttranslationalmodificationsofproteinsarekeyfeaturesintheidentificationofcsfbiomarkersofmultiplesclerosis
AT duartecarlosb posttranslationalmodificationsofproteinsarekeyfeaturesintheidentificationofcsfbiomarkersofmultiplesclerosis