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Relevance of biopsy-derived pancreatic organoids in the development of efficient transcriptomic signatures to predict adjuvant chemosensitivity in pancreatic cancer
Pancreatic ductal adenocarcinoma (PDAC) patients are frequently treated by chemotherapy. Even if personalized therapy based on molecular analysis can be performed for some tumors, PDAC regimens selection is still mainly based on patients' performance status and expected efficacy. Therefore, the...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Neoplasia Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8681024/ https://www.ncbi.nlm.nih.gov/pubmed/34906890 http://dx.doi.org/10.1016/j.tranon.2021.101315 |
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author | Nicolle, R. Gayet, O. Bigonnet, M. Roques, J. Chanez, B. Puleo, F. Augustin, J. Emile, J.F. Svrcek, M. Arsenijevic, T. Hammel, P. Rebours, V. Giovannini, M. Grandval, P. Dahan, L. Moutardier, V. Mitry, E. Van Laethem, J.L. Bachet, J.B. Cros, J. Iovanna, J. Dusetti, N.J. |
author_facet | Nicolle, R. Gayet, O. Bigonnet, M. Roques, J. Chanez, B. Puleo, F. Augustin, J. Emile, J.F. Svrcek, M. Arsenijevic, T. Hammel, P. Rebours, V. Giovannini, M. Grandval, P. Dahan, L. Moutardier, V. Mitry, E. Van Laethem, J.L. Bachet, J.B. Cros, J. Iovanna, J. Dusetti, N.J. |
author_sort | Nicolle, R. |
collection | PubMed |
description | Pancreatic ductal adenocarcinoma (PDAC) patients are frequently treated by chemotherapy. Even if personalized therapy based on molecular analysis can be performed for some tumors, PDAC regimens selection is still mainly based on patients' performance status and expected efficacy. Therefore, the establishment of molecular predictors of chemotherapeutic efficacy could potentially improve prognosis by tailoring treatments. We have recently developed an RNA-based signature that predicts the efficacy of adjuvant gemcitabine using 38 PDAC primary cell cultures. While demonstrated its efficiency, a significant association with the classical/basal-like PDAC spectrum was observed. We hypothesized that this flaw was due to the basal-like biased phenotype of cellular models used in our strategy. To overcome this limitation, we generated a prospective cohort of 27 consecutive biopsied derived pancreatic organoids (BDPO) and include them in the signature identification strategy. As BDPO's do not have the same biased phenotype as primary cell cultures we expect they can compensate one with each other and cover a broader range of molecular phenotypes. We then obtained an improved signature predicting gemcitabine sensibility that was validated in a cohort of 300 resected PDAC patients that have or have not received adjuvant gemcitabine. We demonstrated a significant association between the improved signature and the overall and disease-free survival in patients predicted as sensitive and treated with adjuvant gemcitabine. We propose then that including BDPO along primary cell cultures represent a powerful strategy that helps to overcome primary cell cultures limitations producing unbiased RNA-based signatures predictive of adjuvant treatments in PDAC. |
format | Online Article Text |
id | pubmed-8681024 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Neoplasia Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-86810242021-12-30 Relevance of biopsy-derived pancreatic organoids in the development of efficient transcriptomic signatures to predict adjuvant chemosensitivity in pancreatic cancer Nicolle, R. Gayet, O. Bigonnet, M. Roques, J. Chanez, B. Puleo, F. Augustin, J. Emile, J.F. Svrcek, M. Arsenijevic, T. Hammel, P. Rebours, V. Giovannini, M. Grandval, P. Dahan, L. Moutardier, V. Mitry, E. Van Laethem, J.L. Bachet, J.B. Cros, J. Iovanna, J. Dusetti, N.J. Transl Oncol Original Research Pancreatic ductal adenocarcinoma (PDAC) patients are frequently treated by chemotherapy. Even if personalized therapy based on molecular analysis can be performed for some tumors, PDAC regimens selection is still mainly based on patients' performance status and expected efficacy. Therefore, the establishment of molecular predictors of chemotherapeutic efficacy could potentially improve prognosis by tailoring treatments. We have recently developed an RNA-based signature that predicts the efficacy of adjuvant gemcitabine using 38 PDAC primary cell cultures. While demonstrated its efficiency, a significant association with the classical/basal-like PDAC spectrum was observed. We hypothesized that this flaw was due to the basal-like biased phenotype of cellular models used in our strategy. To overcome this limitation, we generated a prospective cohort of 27 consecutive biopsied derived pancreatic organoids (BDPO) and include them in the signature identification strategy. As BDPO's do not have the same biased phenotype as primary cell cultures we expect they can compensate one with each other and cover a broader range of molecular phenotypes. We then obtained an improved signature predicting gemcitabine sensibility that was validated in a cohort of 300 resected PDAC patients that have or have not received adjuvant gemcitabine. We demonstrated a significant association between the improved signature and the overall and disease-free survival in patients predicted as sensitive and treated with adjuvant gemcitabine. We propose then that including BDPO along primary cell cultures represent a powerful strategy that helps to overcome primary cell cultures limitations producing unbiased RNA-based signatures predictive of adjuvant treatments in PDAC. Neoplasia Press 2021-12-11 /pmc/articles/PMC8681024/ /pubmed/34906890 http://dx.doi.org/10.1016/j.tranon.2021.101315 Text en © 2021 Published by Elsevier Inc. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original Research Nicolle, R. Gayet, O. Bigonnet, M. Roques, J. Chanez, B. Puleo, F. Augustin, J. Emile, J.F. Svrcek, M. Arsenijevic, T. Hammel, P. Rebours, V. Giovannini, M. Grandval, P. Dahan, L. Moutardier, V. Mitry, E. Van Laethem, J.L. Bachet, J.B. Cros, J. Iovanna, J. Dusetti, N.J. Relevance of biopsy-derived pancreatic organoids in the development of efficient transcriptomic signatures to predict adjuvant chemosensitivity in pancreatic cancer |
title | Relevance of biopsy-derived pancreatic organoids in the development of efficient transcriptomic signatures to predict adjuvant chemosensitivity in pancreatic cancer |
title_full | Relevance of biopsy-derived pancreatic organoids in the development of efficient transcriptomic signatures to predict adjuvant chemosensitivity in pancreatic cancer |
title_fullStr | Relevance of biopsy-derived pancreatic organoids in the development of efficient transcriptomic signatures to predict adjuvant chemosensitivity in pancreatic cancer |
title_full_unstemmed | Relevance of biopsy-derived pancreatic organoids in the development of efficient transcriptomic signatures to predict adjuvant chemosensitivity in pancreatic cancer |
title_short | Relevance of biopsy-derived pancreatic organoids in the development of efficient transcriptomic signatures to predict adjuvant chemosensitivity in pancreatic cancer |
title_sort | relevance of biopsy-derived pancreatic organoids in the development of efficient transcriptomic signatures to predict adjuvant chemosensitivity in pancreatic cancer |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8681024/ https://www.ncbi.nlm.nih.gov/pubmed/34906890 http://dx.doi.org/10.1016/j.tranon.2021.101315 |
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