Cargando…
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...
Autores principales: | , , , , , , |
---|---|
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 |
_version_ | 1782429013660139520 |
---|---|
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. |
format | Online Article Text |
id | pubmed-4845990 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT paineingrid ageometricallyconstrainedmathematicalmodelofmammaryglandductalelongationrevealsnovelcellulardynamicswithintheterminalendbud AT chauvierearnaud ageometricallyconstrainedmathematicalmodelofmammaryglandductalelongationrevealsnovelcellulardynamicswithintheterminalendbud AT landuajohn ageometricallyconstrainedmathematicalmodelofmammaryglandductalelongationrevealsnovelcellulardynamicswithintheterminalendbud AT sreekumaramulya ageometricallyconstrainedmathematicalmodelofmammaryglandductalelongationrevealsnovelcellulardynamicswithintheterminalendbud AT cristinivittorio ageometricallyconstrainedmathematicalmodelofmammaryglandductalelongationrevealsnovelcellulardynamicswithintheterminalendbud AT rosenjeffrey ageometricallyconstrainedmathematicalmodelofmammaryglandductalelongationrevealsnovelcellulardynamicswithintheterminalendbud AT lewismichaelt ageometricallyconstrainedmathematicalmodelofmammaryglandductalelongationrevealsnovelcellulardynamicswithintheterminalendbud AT paineingrid geometricallyconstrainedmathematicalmodelofmammaryglandductalelongationrevealsnovelcellulardynamicswithintheterminalendbud AT chauvierearnaud geometricallyconstrainedmathematicalmodelofmammaryglandductalelongationrevealsnovelcellulardynamicswithintheterminalendbud AT landuajohn geometricallyconstrainedmathematicalmodelofmammaryglandductalelongationrevealsnovelcellulardynamicswithintheterminalendbud AT sreekumaramulya geometricallyconstrainedmathematicalmodelofmammaryglandductalelongationrevealsnovelcellulardynamicswithintheterminalendbud AT cristinivittorio geometricallyconstrainedmathematicalmodelofmammaryglandductalelongationrevealsnovelcellulardynamicswithintheterminalendbud AT rosenjeffrey geometricallyconstrainedmathematicalmodelofmammaryglandductalelongationrevealsnovelcellulardynamicswithintheterminalendbud AT lewismichaelt geometricallyconstrainedmathematicalmodelofmammaryglandductalelongationrevealsnovelcellulardynamicswithintheterminalendbud |