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A Geometrically-Constrained Mathematical Model of Mammary Gland Ductal Elongation Reveals Novel Cellular Dynamics within the Terminal End Bud

Mathematics is often used to model biological systems. In mammary gland development, mathematical modeling has been limited to acinar and branching morphogenesis and breast cancer, without reference to normal duct formation. We present a model of ductal elongation that exploits the geometrically-con...

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Autores principales: Paine, Ingrid, Chauviere, Arnaud, Landua, John, Sreekumar, Amulya, Cristini, Vittorio, Rosen, Jeffrey, Lewis, Michael T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4845990/
https://www.ncbi.nlm.nih.gov/pubmed/27115287
http://dx.doi.org/10.1371/journal.pcbi.1004839
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author Paine, Ingrid
Chauviere, Arnaud
Landua, John
Sreekumar, Amulya
Cristini, Vittorio
Rosen, Jeffrey
Lewis, Michael T.
author_facet Paine, Ingrid
Chauviere, Arnaud
Landua, John
Sreekumar, Amulya
Cristini, Vittorio
Rosen, Jeffrey
Lewis, Michael T.
author_sort Paine, Ingrid
collection PubMed
description Mathematics is often used to model biological systems. In mammary gland development, mathematical modeling has been limited to acinar and branching morphogenesis and breast cancer, without reference to normal duct formation. We present a model of ductal elongation that exploits the geometrically-constrained shape of the terminal end bud (TEB), the growing tip of the duct, and incorporates morphometrics, region-specific proliferation and apoptosis rates. Iterative model refinement and behavior analysis, compared with biological data, indicated that the traditional metric of nipple to the ductal front distance, or percent fat pad filled to evaluate ductal elongation rate can be misleading, as it disregards branching events that can reduce its magnitude. Further, model driven investigations of the fates of specific TEB cell types confirmed migration of cap cells into the body cell layer, but showed their subsequent preferential elimination by apoptosis, thus minimizing their contribution to the luminal lineage and the mature duct.
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spelling pubmed-48459902016-05-05 A Geometrically-Constrained Mathematical Model of Mammary Gland Ductal Elongation Reveals Novel Cellular Dynamics within the Terminal End Bud Paine, Ingrid Chauviere, Arnaud Landua, John Sreekumar, Amulya Cristini, Vittorio Rosen, Jeffrey Lewis, Michael T. PLoS Comput Biol Research Article Mathematics is often used to model biological systems. In mammary gland development, mathematical modeling has been limited to acinar and branching morphogenesis and breast cancer, without reference to normal duct formation. We present a model of ductal elongation that exploits the geometrically-constrained shape of the terminal end bud (TEB), the growing tip of the duct, and incorporates morphometrics, region-specific proliferation and apoptosis rates. Iterative model refinement and behavior analysis, compared with biological data, indicated that the traditional metric of nipple to the ductal front distance, or percent fat pad filled to evaluate ductal elongation rate can be misleading, as it disregards branching events that can reduce its magnitude. Further, model driven investigations of the fates of specific TEB cell types confirmed migration of cap cells into the body cell layer, but showed their subsequent preferential elimination by apoptosis, thus minimizing their contribution to the luminal lineage and the mature duct. Public Library of Science 2016-04-26 /pmc/articles/PMC4845990/ /pubmed/27115287 http://dx.doi.org/10.1371/journal.pcbi.1004839 Text en © 2016 Paine et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Paine, Ingrid
Chauviere, Arnaud
Landua, John
Sreekumar, Amulya
Cristini, Vittorio
Rosen, Jeffrey
Lewis, Michael T.
A Geometrically-Constrained Mathematical Model of Mammary Gland Ductal Elongation Reveals Novel Cellular Dynamics within the Terminal End Bud
title A Geometrically-Constrained Mathematical Model of Mammary Gland Ductal Elongation Reveals Novel Cellular Dynamics within the Terminal End Bud
title_full A Geometrically-Constrained Mathematical Model of Mammary Gland Ductal Elongation Reveals Novel Cellular Dynamics within the Terminal End Bud
title_fullStr A Geometrically-Constrained Mathematical Model of Mammary Gland Ductal Elongation Reveals Novel Cellular Dynamics within the Terminal End Bud
title_full_unstemmed A Geometrically-Constrained Mathematical Model of Mammary Gland Ductal Elongation Reveals Novel Cellular Dynamics within the Terminal End Bud
title_short A Geometrically-Constrained Mathematical Model of Mammary Gland Ductal Elongation Reveals Novel Cellular Dynamics within the Terminal End Bud
title_sort geometrically-constrained mathematical model of mammary gland ductal elongation reveals novel cellular dynamics within the terminal end bud
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4845990/
https://www.ncbi.nlm.nih.gov/pubmed/27115287
http://dx.doi.org/10.1371/journal.pcbi.1004839
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