Cargando…

Profiling Microglia in a Mouse Model of Machado–Joseph Disease

Microglia have been increasingly implicated in neurodegenerative diseases (NDs), and specific disease associated microglia (DAM) profiles have been defined for several of these NDs. Yet, the microglial profile in Machado–Joseph disease (MJD) remains unexplored. Here, we characterized the profile of...

Descripción completa

Detalles Bibliográficos
Autores principales: Campos, Ana Bela, Duarte-Silva, Sara, Fernandes, Bruno, das Neves, Sofia Pereira, Marques, Fernanda, Teixeira-Castro, Andreia, Neves-Carvalho, Andreia, Monteiro-Fernandes, Daniela, Portugal, Camila Cabral, Socodato, Renato, Summavielle, Teresa, Ambrósio, António Francisco, Relvas, João Bettencourt, Maciel, Patrícia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8869404/
https://www.ncbi.nlm.nih.gov/pubmed/35203447
http://dx.doi.org/10.3390/biomedicines10020237
_version_ 1784656489846145024
author Campos, Ana Bela
Duarte-Silva, Sara
Fernandes, Bruno
das Neves, Sofia Pereira
Marques, Fernanda
Teixeira-Castro, Andreia
Neves-Carvalho, Andreia
Monteiro-Fernandes, Daniela
Portugal, Camila Cabral
Socodato, Renato
Summavielle, Teresa
Ambrósio, António Francisco
Relvas, João Bettencourt
Maciel, Patrícia
author_facet Campos, Ana Bela
Duarte-Silva, Sara
Fernandes, Bruno
das Neves, Sofia Pereira
Marques, Fernanda
Teixeira-Castro, Andreia
Neves-Carvalho, Andreia
Monteiro-Fernandes, Daniela
Portugal, Camila Cabral
Socodato, Renato
Summavielle, Teresa
Ambrósio, António Francisco
Relvas, João Bettencourt
Maciel, Patrícia
author_sort Campos, Ana Bela
collection PubMed
description Microglia have been increasingly implicated in neurodegenerative diseases (NDs), and specific disease associated microglia (DAM) profiles have been defined for several of these NDs. Yet, the microglial profile in Machado–Joseph disease (MJD) remains unexplored. Here, we characterized the profile of microglia in the CMVMJD135 mouse model of MJD. This characterization was performed using primary microglial cultures and microglial cells obtained from disease-relevant brain regions of neonatal and adult CMVMJD135 mice, respectively. Machine learning models were implemented to identify potential clusters of microglia based on their morphological features, and an RNA-sequencing analysis was performed to identify molecular perturbations and potential therapeutic targets. Our findings reveal morphological alterations that point to an increased activation state of microglia in CMVMJD135 mice and a disease-specific transcriptional profile of MJD microglia, encompassing a total of 101 differentially expressed genes, with enrichment in molecular pathways related to oxidative stress, immune response, cell proliferation, cell death, and lipid metabolism. Overall, these results allowed us to define the cellular and molecular profile of MJD-associated microglia and to identify genes and pathways that might represent potential therapeutic targets for this disorder.
format Online
Article
Text
id pubmed-8869404
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-88694042022-02-25 Profiling Microglia in a Mouse Model of Machado–Joseph Disease Campos, Ana Bela Duarte-Silva, Sara Fernandes, Bruno das Neves, Sofia Pereira Marques, Fernanda Teixeira-Castro, Andreia Neves-Carvalho, Andreia Monteiro-Fernandes, Daniela Portugal, Camila Cabral Socodato, Renato Summavielle, Teresa Ambrósio, António Francisco Relvas, João Bettencourt Maciel, Patrícia Biomedicines Article Microglia have been increasingly implicated in neurodegenerative diseases (NDs), and specific disease associated microglia (DAM) profiles have been defined for several of these NDs. Yet, the microglial profile in Machado–Joseph disease (MJD) remains unexplored. Here, we characterized the profile of microglia in the CMVMJD135 mouse model of MJD. This characterization was performed using primary microglial cultures and microglial cells obtained from disease-relevant brain regions of neonatal and adult CMVMJD135 mice, respectively. Machine learning models were implemented to identify potential clusters of microglia based on their morphological features, and an RNA-sequencing analysis was performed to identify molecular perturbations and potential therapeutic targets. Our findings reveal morphological alterations that point to an increased activation state of microglia in CMVMJD135 mice and a disease-specific transcriptional profile of MJD microglia, encompassing a total of 101 differentially expressed genes, with enrichment in molecular pathways related to oxidative stress, immune response, cell proliferation, cell death, and lipid metabolism. Overall, these results allowed us to define the cellular and molecular profile of MJD-associated microglia and to identify genes and pathways that might represent potential therapeutic targets for this disorder. MDPI 2022-01-23 /pmc/articles/PMC8869404/ /pubmed/35203447 http://dx.doi.org/10.3390/biomedicines10020237 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Campos, Ana Bela
Duarte-Silva, Sara
Fernandes, Bruno
das Neves, Sofia Pereira
Marques, Fernanda
Teixeira-Castro, Andreia
Neves-Carvalho, Andreia
Monteiro-Fernandes, Daniela
Portugal, Camila Cabral
Socodato, Renato
Summavielle, Teresa
Ambrósio, António Francisco
Relvas, João Bettencourt
Maciel, Patrícia
Profiling Microglia in a Mouse Model of Machado–Joseph Disease
title Profiling Microglia in a Mouse Model of Machado–Joseph Disease
title_full Profiling Microglia in a Mouse Model of Machado–Joseph Disease
title_fullStr Profiling Microglia in a Mouse Model of Machado–Joseph Disease
title_full_unstemmed Profiling Microglia in a Mouse Model of Machado–Joseph Disease
title_short Profiling Microglia in a Mouse Model of Machado–Joseph Disease
title_sort profiling microglia in a mouse model of machado–joseph disease
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8869404/
https://www.ncbi.nlm.nih.gov/pubmed/35203447
http://dx.doi.org/10.3390/biomedicines10020237
work_keys_str_mv AT camposanabela profilingmicrogliainamousemodelofmachadojosephdisease
AT duartesilvasara profilingmicrogliainamousemodelofmachadojosephdisease
AT fernandesbruno profilingmicrogliainamousemodelofmachadojosephdisease
AT dasnevessofiapereira profilingmicrogliainamousemodelofmachadojosephdisease
AT marquesfernanda profilingmicrogliainamousemodelofmachadojosephdisease
AT teixeiracastroandreia profilingmicrogliainamousemodelofmachadojosephdisease
AT nevescarvalhoandreia profilingmicrogliainamousemodelofmachadojosephdisease
AT monteirofernandesdaniela profilingmicrogliainamousemodelofmachadojosephdisease
AT portugalcamilacabral profilingmicrogliainamousemodelofmachadojosephdisease
AT socodatorenato profilingmicrogliainamousemodelofmachadojosephdisease
AT summavielleteresa profilingmicrogliainamousemodelofmachadojosephdisease
AT ambrosioantoniofrancisco profilingmicrogliainamousemodelofmachadojosephdisease
AT relvasjoaobettencourt profilingmicrogliainamousemodelofmachadojosephdisease
AT macielpatricia profilingmicrogliainamousemodelofmachadojosephdisease