TY - JOUR
T1 - A Geometrically-Constrained Mathematical Model of Mammary Gland Ductal Elongation Reveals Novel Cellular Dynamics within the Terminal End Bud
AU - Paine, Ingrid
AU - Chauviere, Arnaud
AU - Landua, John
AU - Sreekumar, Amulya
AU - Cristini, Vittorio
AU - Rosen, Jeffrey
AU - Lewis, Michael T.
N1 - Publisher Copyright:
© 2016 Paine et al.
PY - 2016/4
Y1 - 2016/4
N2 - 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.
AB - 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.
UR - https://www.scopus.com/pages/publications/84964771560
U2 - 10.1371/journal.pcbi.1004839
DO - 10.1371/journal.pcbi.1004839
M3 - Article
C2 - 27115287
AN - SCOPUS:84964771560
SN - 1553-734X
VL - 12
JO - PLoS Computational Biology
JF - PLoS Computational Biology
IS - 4
M1 - e1004839
ER -