Divergent organ-specific isogenic metastatic cell lines identified using multi-omics exhibit differential drug sensitivity.

<h4>Background</h4>Monitoring and treating metastatic progression remains a formidable task due, in part, to an inability to monitor specific differential molecular adaptations that allow the cancer to thrive within different tissue types. Hence, to develop optimal treatment strategies f...

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Main Authors: Paul T Winnard, Farhad Vesuna, Sankar Muthukumar, Venu Raman
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0242384
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spelling doaj-46d04c32370e4b96a63d7e42415f39cc2021-03-04T13:05:49ZengPublic Library of Science (PLoS)PLoS ONE1932-62032020-01-011511e024238410.1371/journal.pone.0242384Divergent organ-specific isogenic metastatic cell lines identified using multi-omics exhibit differential drug sensitivity.Paul T WinnardFarhad VesunaSankar MuthukumarVenu Raman<h4>Background</h4>Monitoring and treating metastatic progression remains a formidable task due, in part, to an inability to monitor specific differential molecular adaptations that allow the cancer to thrive within different tissue types. Hence, to develop optimal treatment strategies for metastatic disease, an important consideration is the divergence of the metastatic cancer growing in visceral organs from the primary tumor. We had previously reported the establishment of isogenic human metastatic breast cancer cell lines that are representative of the common metastatic sites observed in breast cancer patients.<h4>Methods</h4>Here we have used proteomic, RNAseq, and metabolomic analyses of these isogenic cell lines to systematically identify differences and commonalities in pathway networks and examine the effect on the sensitivity to breast cancer therapeutic agents.<h4>Results</h4>Proteomic analyses indicated that dissemination of cells from the primary tumor sites to visceral organs resulted in cell lines that adapted to growth at each new site by, in part, acquiring protein pathways characteristic of the organ of growth. RNAseq and metabolomics analyses further confirmed the divergences, which resulted in differential efficacies to commonly used FDA approved chemotherapeutic drugs. This model system has provided data that indicates that organ-specific growth of malignant lesions is a selective adaptation and growth process.<h4>Conclusions</h4>The insights provided by these analyses indicate that the rationale of targeted treatment of metastatic disease may benefit from a consideration that the biology of metastases has diverged from the primary tumor biology and using primary tumor traits as the basis for treatment may not be ideal to design treatment strategies.https://doi.org/10.1371/journal.pone.0242384
collection DOAJ
language English
format Article
sources DOAJ
author Paul T Winnard
Farhad Vesuna
Sankar Muthukumar
Venu Raman
spellingShingle Paul T Winnard
Farhad Vesuna
Sankar Muthukumar
Venu Raman
Divergent organ-specific isogenic metastatic cell lines identified using multi-omics exhibit differential drug sensitivity.
PLoS ONE
author_facet Paul T Winnard
Farhad Vesuna
Sankar Muthukumar
Venu Raman
author_sort Paul T Winnard
title Divergent organ-specific isogenic metastatic cell lines identified using multi-omics exhibit differential drug sensitivity.
title_short Divergent organ-specific isogenic metastatic cell lines identified using multi-omics exhibit differential drug sensitivity.
title_full Divergent organ-specific isogenic metastatic cell lines identified using multi-omics exhibit differential drug sensitivity.
title_fullStr Divergent organ-specific isogenic metastatic cell lines identified using multi-omics exhibit differential drug sensitivity.
title_full_unstemmed Divergent organ-specific isogenic metastatic cell lines identified using multi-omics exhibit differential drug sensitivity.
title_sort divergent organ-specific isogenic metastatic cell lines identified using multi-omics exhibit differential drug sensitivity.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2020-01-01
description <h4>Background</h4>Monitoring and treating metastatic progression remains a formidable task due, in part, to an inability to monitor specific differential molecular adaptations that allow the cancer to thrive within different tissue types. Hence, to develop optimal treatment strategies for metastatic disease, an important consideration is the divergence of the metastatic cancer growing in visceral organs from the primary tumor. We had previously reported the establishment of isogenic human metastatic breast cancer cell lines that are representative of the common metastatic sites observed in breast cancer patients.<h4>Methods</h4>Here we have used proteomic, RNAseq, and metabolomic analyses of these isogenic cell lines to systematically identify differences and commonalities in pathway networks and examine the effect on the sensitivity to breast cancer therapeutic agents.<h4>Results</h4>Proteomic analyses indicated that dissemination of cells from the primary tumor sites to visceral organs resulted in cell lines that adapted to growth at each new site by, in part, acquiring protein pathways characteristic of the organ of growth. RNAseq and metabolomics analyses further confirmed the divergences, which resulted in differential efficacies to commonly used FDA approved chemotherapeutic drugs. This model system has provided data that indicates that organ-specific growth of malignant lesions is a selective adaptation and growth process.<h4>Conclusions</h4>The insights provided by these analyses indicate that the rationale of targeted treatment of metastatic disease may benefit from a consideration that the biology of metastases has diverged from the primary tumor biology and using primary tumor traits as the basis for treatment may not be ideal to design treatment strategies.
url https://doi.org/10.1371/journal.pone.0242384
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AT farhadvesuna divergentorganspecificisogenicmetastaticcelllinesidentifiedusingmultiomicsexhibitdifferentialdrugsensitivity
AT sankarmuthukumar divergentorganspecificisogenicmetastaticcelllinesidentifiedusingmultiomicsexhibitdifferentialdrugsensitivity
AT venuraman divergentorganspecificisogenicmetastaticcelllinesidentifiedusingmultiomicsexhibitdifferentialdrugsensitivity
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