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Loss of TXNIP enhances peritoneal metastasis and can be abrogated by dual TORC1/2 inhibition
Peritoneal metastasis (PM) is a debilitating consequence of multiple cancers. As cancer cells lose tonic signaling related to attachment dependence, critical morphologic shifts result in alteration of the transcriptome. Identifying key genes associated with this transformation may lead to targeted t...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6235015/ https://www.ncbi.nlm.nih.gov/pubmed/30479697 http://dx.doi.org/10.18632/oncotarget.26281 |
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author | Spaeth-Cook, Douglas Burch, Mark Belton, Robin Demoret, Bryce Grosenbacher, Nicholas David, Jason Stets, Colin Cohen, David Shakya, Reena Hays, John L. Chen, James L. |
author_facet | Spaeth-Cook, Douglas Burch, Mark Belton, Robin Demoret, Bryce Grosenbacher, Nicholas David, Jason Stets, Colin Cohen, David Shakya, Reena Hays, John L. Chen, James L. |
author_sort | Spaeth-Cook, Douglas |
collection | PubMed |
description | Peritoneal metastasis (PM) is a debilitating consequence of multiple cancers. As cancer cells lose tonic signaling related to attachment dependence, critical morphologic shifts result in alteration of the transcriptome. Identifying key genes associated with this transformation may lead to targeted therapies for this devastating complication. TC71, CHLA9, PANC1, YOU and HEYA8 cell lines were grown as tumor spheroids in polyHEMA coated plates. Temporal profiling of transcriptomic alterations over 72 hrs was used to develop a comprehensive PM model. We identified transcriptomic outliers using Gaussian mixtures model clustering to identify drivers of spheroid formation. Outliers were validated in The Cancer Genome Atlas (TCGA) and an ovarian tissue microarray (TMA) and by modulation in ovarian cancer models in vitro and in peritoneal xenograft models. Outlier analysis of PM genes identified the gene TXNIP and the TORC signaling as central to PM. Ovarian cancer spheroids isolated from patient ascites had significantly higher TXNIP than their attached counterparts (p = 0.047). TXNIP levels predicted progression-free (log-rank p = 0.026) survival in stage 1/2 ovarian cancer and overall survival (log rank p = 0.047) in stage 3/4 ovarian cancer. In vitro, TXNIP silencing was associated with increased mTOR signaling and enhanced spheroid development which could be overcome by TAK228, a TORC1/2 inhibitor. Similarly, in vivo peritoneal xenograft models of carcinomatosis were prevented by TAK228. PM is driven by TXNIP-associated TORC1/2 signaling. This work provides the first evidence that TORC1/2 inhibition may prevent PM. |
format | Online Article Text |
id | pubmed-6235015 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-62350152018-11-26 Loss of TXNIP enhances peritoneal metastasis and can be abrogated by dual TORC1/2 inhibition Spaeth-Cook, Douglas Burch, Mark Belton, Robin Demoret, Bryce Grosenbacher, Nicholas David, Jason Stets, Colin Cohen, David Shakya, Reena Hays, John L. Chen, James L. Oncotarget Research Paper Peritoneal metastasis (PM) is a debilitating consequence of multiple cancers. As cancer cells lose tonic signaling related to attachment dependence, critical morphologic shifts result in alteration of the transcriptome. Identifying key genes associated with this transformation may lead to targeted therapies for this devastating complication. TC71, CHLA9, PANC1, YOU and HEYA8 cell lines were grown as tumor spheroids in polyHEMA coated plates. Temporal profiling of transcriptomic alterations over 72 hrs was used to develop a comprehensive PM model. We identified transcriptomic outliers using Gaussian mixtures model clustering to identify drivers of spheroid formation. Outliers were validated in The Cancer Genome Atlas (TCGA) and an ovarian tissue microarray (TMA) and by modulation in ovarian cancer models in vitro and in peritoneal xenograft models. Outlier analysis of PM genes identified the gene TXNIP and the TORC signaling as central to PM. Ovarian cancer spheroids isolated from patient ascites had significantly higher TXNIP than their attached counterparts (p = 0.047). TXNIP levels predicted progression-free (log-rank p = 0.026) survival in stage 1/2 ovarian cancer and overall survival (log rank p = 0.047) in stage 3/4 ovarian cancer. In vitro, TXNIP silencing was associated with increased mTOR signaling and enhanced spheroid development which could be overcome by TAK228, a TORC1/2 inhibitor. Similarly, in vivo peritoneal xenograft models of carcinomatosis were prevented by TAK228. PM is driven by TXNIP-associated TORC1/2 signaling. This work provides the first evidence that TORC1/2 inhibition may prevent PM. Impact Journals LLC 2018-11-02 /pmc/articles/PMC6235015/ /pubmed/30479697 http://dx.doi.org/10.18632/oncotarget.26281 Text en Copyright: © 2018 Spaeth-Cook et al. http://creativecommons.org/licenses/by/3.0/ This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) (CC-BY), which permits unrestricted use and redistribution provided that the original author and source are credited. |
spellingShingle | Research Paper Spaeth-Cook, Douglas Burch, Mark Belton, Robin Demoret, Bryce Grosenbacher, Nicholas David, Jason Stets, Colin Cohen, David Shakya, Reena Hays, John L. Chen, James L. Loss of TXNIP enhances peritoneal metastasis and can be abrogated by dual TORC1/2 inhibition |
title | Loss of TXNIP enhances peritoneal metastasis and can be abrogated by dual TORC1/2 inhibition |
title_full | Loss of TXNIP enhances peritoneal metastasis and can be abrogated by dual TORC1/2 inhibition |
title_fullStr | Loss of TXNIP enhances peritoneal metastasis and can be abrogated by dual TORC1/2 inhibition |
title_full_unstemmed | Loss of TXNIP enhances peritoneal metastasis and can be abrogated by dual TORC1/2 inhibition |
title_short | Loss of TXNIP enhances peritoneal metastasis and can be abrogated by dual TORC1/2 inhibition |
title_sort | loss of txnip enhances peritoneal metastasis and can be abrogated by dual torc1/2 inhibition |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6235015/ https://www.ncbi.nlm.nih.gov/pubmed/30479697 http://dx.doi.org/10.18632/oncotarget.26281 |
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