TY - JOUR
T1 - Network signatures of nuclear and cytoplasmic density alterations in a model of pre and postmetastatic colorectal cancer
AU - Damania, Dhwanil
AU - Subramanian, Hariharan
AU - Backman, Vadim
AU - Anderson, Eric C.
AU - Wong, Melissa H.
AU - McCarty, Owen J.T.
AU - Phillips, Kevin G.
N1 - Funding Information:
This work was supported by the National Institutes of Health under grant nos. U54CA143906 (O.J.T.M, K.G.P.), U54CA143869, R01CA128641, R01CA165309 (D.D., V.B., H.S.); a Physical Sciences in Oncology Young Investigator Award (D.D., H.S., K.G.P.); and a Medical Research Foundation Early Clinical Investigator Award (K.G.P.). D.D. wishes to thank Varun Gupta for assistance with PWS measurements.
PY - 2014/1
Y1 - 2014/1
N2 - Cells contributing to the pathogenesis of cancer possess cytoplasmic and nuclear structural alterations that accompany their aberrant genetic, epigenetic, and molecular perturbations. Although it is known that architectural changes in primary and metastatic tumor cells can be quantified through variations in cellular density at the nanometer and micrometer spatial scales, the interdependent relationships among nuclear and cytoplasmic density as a function of tumorigenic potential has not been thoroughly investigated. We present a combined optical approach utilizing quantitative phase microscopy and partial wave spectroscopic microscopy to perform parallel structural characterizations of cellular architecture. Using the isogenic SW480 and SW620 cell lines as a model of pre and postmetastatic transition in colorectal cancer, we demonstrate that nuclear and cytoplasmic nanoscale disorder, micron-scale dry mass content, mean dry mass density, and shape metrics of the dry mass density histogram are uniquely correlated within and across different cellular compartments for a given cell type. The correlations of these physical parameters can be interpreted as networks whose nodal importance and level of connection independence differ according to disease stage. This work demonstrates how optically derived biophysical parameters are linked within and across different cellular compartments during the architectural orchestration of the metastatic phenotype.
AB - Cells contributing to the pathogenesis of cancer possess cytoplasmic and nuclear structural alterations that accompany their aberrant genetic, epigenetic, and molecular perturbations. Although it is known that architectural changes in primary and metastatic tumor cells can be quantified through variations in cellular density at the nanometer and micrometer spatial scales, the interdependent relationships among nuclear and cytoplasmic density as a function of tumorigenic potential has not been thoroughly investigated. We present a combined optical approach utilizing quantitative phase microscopy and partial wave spectroscopic microscopy to perform parallel structural characterizations of cellular architecture. Using the isogenic SW480 and SW620 cell lines as a model of pre and postmetastatic transition in colorectal cancer, we demonstrate that nuclear and cytoplasmic nanoscale disorder, micron-scale dry mass content, mean dry mass density, and shape metrics of the dry mass density histogram are uniquely correlated within and across different cellular compartments for a given cell type. The correlations of these physical parameters can be interpreted as networks whose nodal importance and level of connection independence differ according to disease stage. This work demonstrates how optically derived biophysical parameters are linked within and across different cellular compartments during the architectural orchestration of the metastatic phenotype.
KW - Cancer cell lines
KW - Cell density
KW - Colorectal cancer
KW - Disorder strength
KW - Label-free optical microscopy
KW - Partial wave spectroscopic microscopy
KW - Quantitative phase microscopy
KW - Subcellular architecture
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U2 - 10.1117/1.JBO.19.1.016016
DO - 10.1117/1.JBO.19.1.016016
M3 - Article
C2 - 24441943
AN - SCOPUS:84897806449
SN - 1083-3668
VL - 19
JO - Journal of Biomedical Optics
JF - Journal of Biomedical Optics
IS - 1
M1 - 016016
ER -