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Computational Image Analysis Reveals Intrinsic Multigenerational Differences between Anterior and Posterior Cerebral Cortex Neural Progenitor Cells
Time-lapse microscopy can capture patterns of development through multiple divisions for an entire clone of proliferating cells. Images are taken every few minutes over many days, generating data too vast to process completely by hand. Computational analysis of this data can benefit from occasional...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4624899/ https://www.ncbi.nlm.nih.gov/pubmed/26344906 http://dx.doi.org/10.1016/j.stemcr.2015.08.002 |
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author | Winter, Mark R. Liu, Mo Monteleone, David Melunis, Justin Hershberg, Uri Goderie, Susan K. Temple, Sally Cohen, Andrew R. |
author_facet | Winter, Mark R. Liu, Mo Monteleone, David Melunis, Justin Hershberg, Uri Goderie, Susan K. Temple, Sally Cohen, Andrew R. |
author_sort | Winter, Mark R. |
collection | PubMed |
description | Time-lapse microscopy can capture patterns of development through multiple divisions for an entire clone of proliferating cells. Images are taken every few minutes over many days, generating data too vast to process completely by hand. Computational analysis of this data can benefit from occasional human guidance. Here we combine improved automated algorithms with minimized human validation to produce fully corrected segmentation, tracking, and lineaging results with dramatic reduction in effort. A web-based viewer provides access to data and results. The improved approach allows efficient analysis of large numbers of clones. Using this method, we studied populations of progenitor cells derived from the anterior and posterior embryonic mouse cerebral cortex, each growing in a standardized culture environment. Progenitors from the anterior cortex were smaller, less motile, and produced smaller clones compared to those from the posterior cortex, demonstrating cell-intrinsic differences that may contribute to the areal organization of the cerebral cortex. |
format | Online Article Text |
id | pubmed-4624899 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-46248992015-11-19 Computational Image Analysis Reveals Intrinsic Multigenerational Differences between Anterior and Posterior Cerebral Cortex Neural Progenitor Cells Winter, Mark R. Liu, Mo Monteleone, David Melunis, Justin Hershberg, Uri Goderie, Susan K. Temple, Sally Cohen, Andrew R. Stem Cell Reports Article Time-lapse microscopy can capture patterns of development through multiple divisions for an entire clone of proliferating cells. Images are taken every few minutes over many days, generating data too vast to process completely by hand. Computational analysis of this data can benefit from occasional human guidance. Here we combine improved automated algorithms with minimized human validation to produce fully corrected segmentation, tracking, and lineaging results with dramatic reduction in effort. A web-based viewer provides access to data and results. The improved approach allows efficient analysis of large numbers of clones. Using this method, we studied populations of progenitor cells derived from the anterior and posterior embryonic mouse cerebral cortex, each growing in a standardized culture environment. Progenitors from the anterior cortex were smaller, less motile, and produced smaller clones compared to those from the posterior cortex, demonstrating cell-intrinsic differences that may contribute to the areal organization of the cerebral cortex. Elsevier 2015-09-03 /pmc/articles/PMC4624899/ /pubmed/26344906 http://dx.doi.org/10.1016/j.stemcr.2015.08.002 Text en © 2015 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Winter, Mark R. Liu, Mo Monteleone, David Melunis, Justin Hershberg, Uri Goderie, Susan K. Temple, Sally Cohen, Andrew R. Computational Image Analysis Reveals Intrinsic Multigenerational Differences between Anterior and Posterior Cerebral Cortex Neural Progenitor Cells |
title | Computational Image Analysis Reveals Intrinsic Multigenerational Differences between Anterior and Posterior Cerebral Cortex Neural Progenitor Cells |
title_full | Computational Image Analysis Reveals Intrinsic Multigenerational Differences between Anterior and Posterior Cerebral Cortex Neural Progenitor Cells |
title_fullStr | Computational Image Analysis Reveals Intrinsic Multigenerational Differences between Anterior and Posterior Cerebral Cortex Neural Progenitor Cells |
title_full_unstemmed | Computational Image Analysis Reveals Intrinsic Multigenerational Differences between Anterior and Posterior Cerebral Cortex Neural Progenitor Cells |
title_short | Computational Image Analysis Reveals Intrinsic Multigenerational Differences between Anterior and Posterior Cerebral Cortex Neural Progenitor Cells |
title_sort | computational image analysis reveals intrinsic multigenerational differences between anterior and posterior cerebral cortex neural progenitor cells |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4624899/ https://www.ncbi.nlm.nih.gov/pubmed/26344906 http://dx.doi.org/10.1016/j.stemcr.2015.08.002 |
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