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Image processing methods to elucidate spatial characteristics of retinal microglia after optic nerve transection

Microglia are the mononuclear phagocytes with various functions in the central nervous system, and the morphologies of microglia imply the different stages and functions. In optical nerve transection model of the retina, the retrograde degeneration of retinal ganglion cells induces microglial activa...

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Detalles Bibliográficos
Autores principales: Zhang, Yudong, Peng, Bo, Wang, Shuihua, Liang, Yu-Xiang, Yang, Jiquan, So, Kwok-Fai, Yuan, Ti-Fei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4757874/
https://www.ncbi.nlm.nih.gov/pubmed/26888347
http://dx.doi.org/10.1038/srep21816
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author Zhang, Yudong
Peng, Bo
Wang, Shuihua
Liang, Yu-Xiang
Yang, Jiquan
So, Kwok-Fai
Yuan, Ti-Fei
author_facet Zhang, Yudong
Peng, Bo
Wang, Shuihua
Liang, Yu-Xiang
Yang, Jiquan
So, Kwok-Fai
Yuan, Ti-Fei
author_sort Zhang, Yudong
collection PubMed
description Microglia are the mononuclear phagocytes with various functions in the central nervous system, and the morphologies of microglia imply the different stages and functions. In optical nerve transection model of the retina, the retrograde degeneration of retinal ganglion cells induces microglial activations to a unique morphology termed rod microglia. A few studies described the rod microglia in the cortex and retina; however, the spatial characteristic of rod microglia is not fully understood. In this study, we built a mathematical model to characterize the spatial trait of rod microglia. In addition, we developed a Matlab-based image processing pipeline that consists of log enhancement, image segmentation, mathematical morphology based cell detection, area calculation and angle analysis. This computer program provides researchers a powerful tool to quickly analyze the spatial trait of rod microglia.
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spelling pubmed-47578742016-02-26 Image processing methods to elucidate spatial characteristics of retinal microglia after optic nerve transection Zhang, Yudong Peng, Bo Wang, Shuihua Liang, Yu-Xiang Yang, Jiquan So, Kwok-Fai Yuan, Ti-Fei Sci Rep Article Microglia are the mononuclear phagocytes with various functions in the central nervous system, and the morphologies of microglia imply the different stages and functions. In optical nerve transection model of the retina, the retrograde degeneration of retinal ganglion cells induces microglial activations to a unique morphology termed rod microglia. A few studies described the rod microglia in the cortex and retina; however, the spatial characteristic of rod microglia is not fully understood. In this study, we built a mathematical model to characterize the spatial trait of rod microglia. In addition, we developed a Matlab-based image processing pipeline that consists of log enhancement, image segmentation, mathematical morphology based cell detection, area calculation and angle analysis. This computer program provides researchers a powerful tool to quickly analyze the spatial trait of rod microglia. Nature Publishing Group 2016-02-18 /pmc/articles/PMC4757874/ /pubmed/26888347 http://dx.doi.org/10.1038/srep21816 Text en Copyright © 2016, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Zhang, Yudong
Peng, Bo
Wang, Shuihua
Liang, Yu-Xiang
Yang, Jiquan
So, Kwok-Fai
Yuan, Ti-Fei
Image processing methods to elucidate spatial characteristics of retinal microglia after optic nerve transection
title Image processing methods to elucidate spatial characteristics of retinal microglia after optic nerve transection
title_full Image processing methods to elucidate spatial characteristics of retinal microglia after optic nerve transection
title_fullStr Image processing methods to elucidate spatial characteristics of retinal microglia after optic nerve transection
title_full_unstemmed Image processing methods to elucidate spatial characteristics of retinal microglia after optic nerve transection
title_short Image processing methods to elucidate spatial characteristics of retinal microglia after optic nerve transection
title_sort image processing methods to elucidate spatial characteristics of retinal microglia after optic nerve transection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4757874/
https://www.ncbi.nlm.nih.gov/pubmed/26888347
http://dx.doi.org/10.1038/srep21816
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