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Characterization of microglia behaviour in healthy and pathological conditions with image analysis tools

Microglia are very sensitive to changes in the environment and respond through morphological, functional and metabolic adaptations. To depict the modifications microglia undergo under healthy and pathological conditions, we developed free access image analysis scripts to quantify microglia morpholog...

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Autores principales: Martinez, Aleix, Hériché, Jean-Karim, Calvo, Maria, Tischer, Christian, Otxoa-de-Amezaga, Amaia, Pedragosa, Jordi, Bosch, Anna, Planas, Anna M., Petegnief, Valérie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9832574/
https://www.ncbi.nlm.nih.gov/pubmed/36629019
http://dx.doi.org/10.1098/rsob.220200
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author Martinez, Aleix
Hériché, Jean-Karim
Calvo, Maria
Tischer, Christian
Otxoa-de-Amezaga, Amaia
Pedragosa, Jordi
Bosch, Anna
Planas, Anna M.
Petegnief, Valérie
author_facet Martinez, Aleix
Hériché, Jean-Karim
Calvo, Maria
Tischer, Christian
Otxoa-de-Amezaga, Amaia
Pedragosa, Jordi
Bosch, Anna
Planas, Anna M.
Petegnief, Valérie
author_sort Martinez, Aleix
collection PubMed
description Microglia are very sensitive to changes in the environment and respond through morphological, functional and metabolic adaptations. To depict the modifications microglia undergo under healthy and pathological conditions, we developed free access image analysis scripts to quantify microglia morphologies and phagocytosis. Neuron–glia cultures, in which microglia express the reporter tdTomato, were exposed to excitotoxicity or excitotoxicity + inflammation and analysed 8 h later. Neuronal death was assessed by SYTOX staining of nucleus debris and phagocytosis was measured through the engulfment of SYTOX(+) particles in microglia. We identified seven morphologies: round, hypertrophic, fried egg, bipolar and three ‘inflamed’ morphologies. We generated a classifier able to separate them and assign one of the seven classes to each microglia in sample images. In control cultures, round and hypertrophic morphologies were predominant. Excitotoxicity had a limited effect on the composition of the populations. By contrast, excitotoxicity + inflammation promoted an enrichment in inflamed morphologies and increased the percentage of phagocytosing microglia. Our data suggest that inflammation is critical to promote phenotypical changes in microglia. We also validated our tools for the segmentation of microglia in brain slices and performed morphometry with the obtained mask. Our method is versatile and useful to correlate microglia sub-populations and behaviour with environmental changes.
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spelling pubmed-98325742023-01-20 Characterization of microglia behaviour in healthy and pathological conditions with image analysis tools Martinez, Aleix Hériché, Jean-Karim Calvo, Maria Tischer, Christian Otxoa-de-Amezaga, Amaia Pedragosa, Jordi Bosch, Anna Planas, Anna M. Petegnief, Valérie Open Biol Research Microglia are very sensitive to changes in the environment and respond through morphological, functional and metabolic adaptations. To depict the modifications microglia undergo under healthy and pathological conditions, we developed free access image analysis scripts to quantify microglia morphologies and phagocytosis. Neuron–glia cultures, in which microglia express the reporter tdTomato, were exposed to excitotoxicity or excitotoxicity + inflammation and analysed 8 h later. Neuronal death was assessed by SYTOX staining of nucleus debris and phagocytosis was measured through the engulfment of SYTOX(+) particles in microglia. We identified seven morphologies: round, hypertrophic, fried egg, bipolar and three ‘inflamed’ morphologies. We generated a classifier able to separate them and assign one of the seven classes to each microglia in sample images. In control cultures, round and hypertrophic morphologies were predominant. Excitotoxicity had a limited effect on the composition of the populations. By contrast, excitotoxicity + inflammation promoted an enrichment in inflamed morphologies and increased the percentage of phagocytosing microglia. Our data suggest that inflammation is critical to promote phenotypical changes in microglia. We also validated our tools for the segmentation of microglia in brain slices and performed morphometry with the obtained mask. Our method is versatile and useful to correlate microglia sub-populations and behaviour with environmental changes. The Royal Society 2023-01-11 /pmc/articles/PMC9832574/ /pubmed/36629019 http://dx.doi.org/10.1098/rsob.220200 Text en © 2023 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited.
spellingShingle Research
Martinez, Aleix
Hériché, Jean-Karim
Calvo, Maria
Tischer, Christian
Otxoa-de-Amezaga, Amaia
Pedragosa, Jordi
Bosch, Anna
Planas, Anna M.
Petegnief, Valérie
Characterization of microglia behaviour in healthy and pathological conditions with image analysis tools
title Characterization of microglia behaviour in healthy and pathological conditions with image analysis tools
title_full Characterization of microglia behaviour in healthy and pathological conditions with image analysis tools
title_fullStr Characterization of microglia behaviour in healthy and pathological conditions with image analysis tools
title_full_unstemmed Characterization of microglia behaviour in healthy and pathological conditions with image analysis tools
title_short Characterization of microglia behaviour in healthy and pathological conditions with image analysis tools
title_sort characterization of microglia behaviour in healthy and pathological conditions with image analysis tools
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9832574/
https://www.ncbi.nlm.nih.gov/pubmed/36629019
http://dx.doi.org/10.1098/rsob.220200
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