Multivariate relationships among nucleus and Golgi properties during fibrillar migration are robust to and unchanged by epithelial-to-mesenchymal transition

Epithelial-to-mesenchymal transition (EMT) and maturation of a fibrillar tumor microenvironment play important roles in breast cancer progression. A better understanding of how these events promote cancer cell migration and invasion could help identify new strategies to curb metastasis. The nucleus...

Full description

Bibliographic Details
Main Authors: Catherine Y. Luo, Robert J. Natividad, Mark L. Lalli, Anand R. Asthagiri, Michael Klymkowsky
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7500656/?tool=EBI
id doaj-e6d731ac923843409fbeda53a52682c4
record_format Article
spelling doaj-e6d731ac923843409fbeda53a52682c42020-11-25T03:41:07ZengPublic Library of Science (PLoS)PLoS ONE1932-62032020-01-01159Multivariate relationships among nucleus and Golgi properties during fibrillar migration are robust to and unchanged by epithelial-to-mesenchymal transitionCatherine Y. LuoRobert J. NatividadMark L. LalliAnand R. AsthagiriMichael KlymkowskyEpithelial-to-mesenchymal transition (EMT) and maturation of a fibrillar tumor microenvironment play important roles in breast cancer progression. A better understanding of how these events promote cancer cell migration and invasion could help identify new strategies to curb metastasis. The nucleus and Golgi affect migration in a microenvironment-dependent manner. Nucleus size and mechanics influence the ability of a cell to squeeze through confined tumor microenvironments. Golgi positioning determines front-rear polarity necessary for migration. While the roles of individual attributes of nucleus and Golgi in migration are being clarified, how their manifold features are inter-related and work together remains to be understood at a systems level. Here, to elucidate relationships among nucleus and Golgi properties, we quantified twelve morphological and positional properties of these organelles during fibrillar migration of human mammary epithelial cells. Principal component analysis (PCA) reduced the twelve-dimensional space of measured properties to three principal components that capture 75% of the variations in organelle features. Unexpectedly, nucleus and Golgi properties that co-varied in a PCA model built with data from untreated cells were largely similar to co-variations identified using data from TGFβ-treated cells. Thus, while TGFβ-mediated EMT significantly alters gene expression and motile phenotype, it did not significantly affect the relationships among nucleus size, aspect ratio and orientation with migration direction and among Golgi size and nucleus-Golgi separation distance. Indeed, in a combined PCA model incorporating data from untreated and TGFβ-treated cells, scores of individual cells occupy overlapping regions in principal component space, indicating that TGFβ-mediated EMT does not promote a unique “Golgi-nucleus phenotype” during fibrillar migration. These results suggest that migration along spatially-confined fiber-like tracks employs a conserved nucleus-Golgi arrangement that is independent of EMT state.https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7500656/?tool=EBI
collection DOAJ
language English
format Article
sources DOAJ
author Catherine Y. Luo
Robert J. Natividad
Mark L. Lalli
Anand R. Asthagiri
Michael Klymkowsky
spellingShingle Catherine Y. Luo
Robert J. Natividad
Mark L. Lalli
Anand R. Asthagiri
Michael Klymkowsky
Multivariate relationships among nucleus and Golgi properties during fibrillar migration are robust to and unchanged by epithelial-to-mesenchymal transition
PLoS ONE
author_facet Catherine Y. Luo
Robert J. Natividad
Mark L. Lalli
Anand R. Asthagiri
Michael Klymkowsky
author_sort Catherine Y. Luo
title Multivariate relationships among nucleus and Golgi properties during fibrillar migration are robust to and unchanged by epithelial-to-mesenchymal transition
title_short Multivariate relationships among nucleus and Golgi properties during fibrillar migration are robust to and unchanged by epithelial-to-mesenchymal transition
title_full Multivariate relationships among nucleus and Golgi properties during fibrillar migration are robust to and unchanged by epithelial-to-mesenchymal transition
title_fullStr Multivariate relationships among nucleus and Golgi properties during fibrillar migration are robust to and unchanged by epithelial-to-mesenchymal transition
title_full_unstemmed Multivariate relationships among nucleus and Golgi properties during fibrillar migration are robust to and unchanged by epithelial-to-mesenchymal transition
title_sort multivariate relationships among nucleus and golgi properties during fibrillar migration are robust to and unchanged by epithelial-to-mesenchymal transition
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2020-01-01
description Epithelial-to-mesenchymal transition (EMT) and maturation of a fibrillar tumor microenvironment play important roles in breast cancer progression. A better understanding of how these events promote cancer cell migration and invasion could help identify new strategies to curb metastasis. The nucleus and Golgi affect migration in a microenvironment-dependent manner. Nucleus size and mechanics influence the ability of a cell to squeeze through confined tumor microenvironments. Golgi positioning determines front-rear polarity necessary for migration. While the roles of individual attributes of nucleus and Golgi in migration are being clarified, how their manifold features are inter-related and work together remains to be understood at a systems level. Here, to elucidate relationships among nucleus and Golgi properties, we quantified twelve morphological and positional properties of these organelles during fibrillar migration of human mammary epithelial cells. Principal component analysis (PCA) reduced the twelve-dimensional space of measured properties to three principal components that capture 75% of the variations in organelle features. Unexpectedly, nucleus and Golgi properties that co-varied in a PCA model built with data from untreated cells were largely similar to co-variations identified using data from TGFβ-treated cells. Thus, while TGFβ-mediated EMT significantly alters gene expression and motile phenotype, it did not significantly affect the relationships among nucleus size, aspect ratio and orientation with migration direction and among Golgi size and nucleus-Golgi separation distance. Indeed, in a combined PCA model incorporating data from untreated and TGFβ-treated cells, scores of individual cells occupy overlapping regions in principal component space, indicating that TGFβ-mediated EMT does not promote a unique “Golgi-nucleus phenotype” during fibrillar migration. These results suggest that migration along spatially-confined fiber-like tracks employs a conserved nucleus-Golgi arrangement that is independent of EMT state.
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7500656/?tool=EBI
work_keys_str_mv AT catherineyluo multivariaterelationshipsamongnucleusandgolgipropertiesduringfibrillarmigrationarerobusttoandunchangedbyepithelialtomesenchymaltransition
AT robertjnatividad multivariaterelationshipsamongnucleusandgolgipropertiesduringfibrillarmigrationarerobusttoandunchangedbyepithelialtomesenchymaltransition
AT markllalli multivariaterelationshipsamongnucleusandgolgipropertiesduringfibrillarmigrationarerobusttoandunchangedbyepithelialtomesenchymaltransition
AT anandrasthagiri multivariaterelationshipsamongnucleusandgolgipropertiesduringfibrillarmigrationarerobusttoandunchangedbyepithelialtomesenchymaltransition
AT michaelklymkowsky multivariaterelationshipsamongnucleusandgolgipropertiesduringfibrillarmigrationarerobusttoandunchangedbyepithelialtomesenchymaltransition
_version_ 1724531543600267264