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

BACKGROUND: 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 disea...

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Autores principales: Winnard, Paul T., Vesuna, Farhad, Muthukumar, Sankar, Raman, Venu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7668614/
https://www.ncbi.nlm.nih.gov/pubmed/33196681
http://dx.doi.org/10.1371/journal.pone.0242384
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author Winnard, Paul T.
Vesuna, Farhad
Muthukumar, Sankar
Raman, Venu
author_facet Winnard, Paul T.
Vesuna, Farhad
Muthukumar, Sankar
Raman, Venu
author_sort Winnard, Paul T.
collection PubMed
description BACKGROUND: 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. METHODS: 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. RESULTS: 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. CONCLUSIONS: 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.
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spelling pubmed-76686142020-11-19 Divergent organ-specific isogenic metastatic cell lines identified using multi-omics exhibit differential drug sensitivity Winnard, Paul T. Vesuna, Farhad Muthukumar, Sankar Raman, Venu PLoS One Research Article BACKGROUND: 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. METHODS: 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. RESULTS: 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. CONCLUSIONS: 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. Public Library of Science 2020-11-16 /pmc/articles/PMC7668614/ /pubmed/33196681 http://dx.doi.org/10.1371/journal.pone.0242384 Text en © 2020 Winnard 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
Winnard, Paul T.
Vesuna, Farhad
Muthukumar, Sankar
Raman, Venu
Divergent organ-specific isogenic metastatic cell lines identified using multi-omics exhibit differential drug sensitivity
title 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_short 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
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7668614/
https://www.ncbi.nlm.nih.gov/pubmed/33196681
http://dx.doi.org/10.1371/journal.pone.0242384
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