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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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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. |
format | Online Article Text |
id | pubmed-4757874 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
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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