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Improved Outcome Prediction for Appendiceal Pseudomyxoma Peritonei by Integration of Cancer Cell and Stromal Transcriptional Profiles
In recent years, cytoreductive surgery (CRS) and hyperthermic intraperitoneal chemotherapy (HIPEC) have substantially improved the clinical outcome of pseudomyxoma peritonei (PMP) originating from mucinous appendiceal cancer. However, current histopathological grading of appendiceal PMP frequently f...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7352410/ https://www.ncbi.nlm.nih.gov/pubmed/32521738 http://dx.doi.org/10.3390/cancers12061495 |
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author | Isella, Claudio Vaira, Marco Robella, Manuela Bellomo, Sara Erika Picco, Gabriele Borsano, Alice Mignone, Andrea Petti, Consalvo Porporato, Roberta Ulla, Alexandra Ambra Pisacane, Alberto Sapino, Anna De Simone, Michele Medico, Enzo |
author_facet | Isella, Claudio Vaira, Marco Robella, Manuela Bellomo, Sara Erika Picco, Gabriele Borsano, Alice Mignone, Andrea Petti, Consalvo Porporato, Roberta Ulla, Alexandra Ambra Pisacane, Alberto Sapino, Anna De Simone, Michele Medico, Enzo |
author_sort | Isella, Claudio |
collection | PubMed |
description | In recent years, cytoreductive surgery (CRS) and hyperthermic intraperitoneal chemotherapy (HIPEC) have substantially improved the clinical outcome of pseudomyxoma peritonei (PMP) originating from mucinous appendiceal cancer. However, current histopathological grading of appendiceal PMP frequently fails in predicting disease outcome. We recently observed that the integration of cancer cell transcriptional traits with those of cancer-associated fibroblasts (CAFs) improves prognostic prediction for tumors of the large intestine. We therefore generated global expression profiles on a consecutive series of 24 PMP patients treated with CRS plus HIPEC. Multiple lesions were profiled for nine patients. We then used expression data to stratify the samples by a previously published “high-risk appendiceal cancer” (HRAC) signature and by a CAF signature that we previously developed for colorectal cancer, or by a combination of both. The prognostic value of the HRAC signature was confirmed in our cohort and further improved by integration of the CAF signature. Classification of cases profiled for multiple lesions revealed the existence of outlier samples and highlighted the need of profiling multiple PMP lesions to select representative samples for optimal performances. The integrated predictor was subsequently validated in an independent PMP cohort. These results provide new insights into PMP biology, revealing a previously unrecognized prognostic role of the stromal component and supporting integration of standard pathological grade with the HRAC and CAF transcriptional signatures to better predict disease outcome. |
format | Online Article Text |
id | pubmed-7352410 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-73524102020-07-15 Improved Outcome Prediction for Appendiceal Pseudomyxoma Peritonei by Integration of Cancer Cell and Stromal Transcriptional Profiles Isella, Claudio Vaira, Marco Robella, Manuela Bellomo, Sara Erika Picco, Gabriele Borsano, Alice Mignone, Andrea Petti, Consalvo Porporato, Roberta Ulla, Alexandra Ambra Pisacane, Alberto Sapino, Anna De Simone, Michele Medico, Enzo Cancers (Basel) Article In recent years, cytoreductive surgery (CRS) and hyperthermic intraperitoneal chemotherapy (HIPEC) have substantially improved the clinical outcome of pseudomyxoma peritonei (PMP) originating from mucinous appendiceal cancer. However, current histopathological grading of appendiceal PMP frequently fails in predicting disease outcome. We recently observed that the integration of cancer cell transcriptional traits with those of cancer-associated fibroblasts (CAFs) improves prognostic prediction for tumors of the large intestine. We therefore generated global expression profiles on a consecutive series of 24 PMP patients treated with CRS plus HIPEC. Multiple lesions were profiled for nine patients. We then used expression data to stratify the samples by a previously published “high-risk appendiceal cancer” (HRAC) signature and by a CAF signature that we previously developed for colorectal cancer, or by a combination of both. The prognostic value of the HRAC signature was confirmed in our cohort and further improved by integration of the CAF signature. Classification of cases profiled for multiple lesions revealed the existence of outlier samples and highlighted the need of profiling multiple PMP lesions to select representative samples for optimal performances. The integrated predictor was subsequently validated in an independent PMP cohort. These results provide new insights into PMP biology, revealing a previously unrecognized prognostic role of the stromal component and supporting integration of standard pathological grade with the HRAC and CAF transcriptional signatures to better predict disease outcome. MDPI 2020-06-08 /pmc/articles/PMC7352410/ /pubmed/32521738 http://dx.doi.org/10.3390/cancers12061495 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Isella, Claudio Vaira, Marco Robella, Manuela Bellomo, Sara Erika Picco, Gabriele Borsano, Alice Mignone, Andrea Petti, Consalvo Porporato, Roberta Ulla, Alexandra Ambra Pisacane, Alberto Sapino, Anna De Simone, Michele Medico, Enzo Improved Outcome Prediction for Appendiceal Pseudomyxoma Peritonei by Integration of Cancer Cell and Stromal Transcriptional Profiles |
title | Improved Outcome Prediction for Appendiceal Pseudomyxoma Peritonei by Integration of Cancer Cell and Stromal Transcriptional Profiles |
title_full | Improved Outcome Prediction for Appendiceal Pseudomyxoma Peritonei by Integration of Cancer Cell and Stromal Transcriptional Profiles |
title_fullStr | Improved Outcome Prediction for Appendiceal Pseudomyxoma Peritonei by Integration of Cancer Cell and Stromal Transcriptional Profiles |
title_full_unstemmed | Improved Outcome Prediction for Appendiceal Pseudomyxoma Peritonei by Integration of Cancer Cell and Stromal Transcriptional Profiles |
title_short | Improved Outcome Prediction for Appendiceal Pseudomyxoma Peritonei by Integration of Cancer Cell and Stromal Transcriptional Profiles |
title_sort | improved outcome prediction for appendiceal pseudomyxoma peritonei by integration of cancer cell and stromal transcriptional profiles |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7352410/ https://www.ncbi.nlm.nih.gov/pubmed/32521738 http://dx.doi.org/10.3390/cancers12061495 |
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