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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...

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Detalles Bibliográficos
Autores principales: Winter, Mark R., Liu, Mo, Monteleone, David, Melunis, Justin, Hershberg, Uri, Goderie, Susan K., Temple, Sally, Cohen, Andrew R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2015
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.
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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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