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Development and Multicentre Validation of the Modena Score to Predict Survival in Advanced Biliary Cancers Undergoing Second-Line Chemotherapy

BACKGROUND: The role of second-line chemotherapy in advanced biliary cancers (ABCs) has only recently been established in phase III randomized trial and the optimal selection of patients most likely to benefit from it remains challenging. METHODS: A cohort of 98 ABC treated second-line chemotherapy...

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Autores principales: Salati, Massimiliano, Marcheselli, Luigi, Messina, Carlo, Merz, Valeria, Messina, Marco, Carotenuto, Pietro, Caputo, Francesco, Gelsomino, Fabio, Spallanzani, Andrea, Reggiani Bonetti, Luca, Caramaschi, Stefania, Luppi, Gabriele, Dominici, Massimo, Ghidini, Michele
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8906899/
https://www.ncbi.nlm.nih.gov/pubmed/35283642
http://dx.doi.org/10.2147/CMAR.S346235
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author Salati, Massimiliano
Marcheselli, Luigi
Messina, Carlo
Merz, Valeria
Messina, Marco
Carotenuto, Pietro
Caputo, Francesco
Gelsomino, Fabio
Spallanzani, Andrea
Reggiani Bonetti, Luca
Caramaschi, Stefania
Luppi, Gabriele
Dominici, Massimo
Ghidini, Michele
author_facet Salati, Massimiliano
Marcheselli, Luigi
Messina, Carlo
Merz, Valeria
Messina, Marco
Carotenuto, Pietro
Caputo, Francesco
Gelsomino, Fabio
Spallanzani, Andrea
Reggiani Bonetti, Luca
Caramaschi, Stefania
Luppi, Gabriele
Dominici, Massimo
Ghidini, Michele
author_sort Salati, Massimiliano
collection PubMed
description BACKGROUND: The role of second-line chemotherapy in advanced biliary cancers (ABCs) has only recently been established in phase III randomized trial and the optimal selection of patients most likely to benefit from it remains challenging. METHODS: A cohort of 98 ABC treated second-line chemotherapy was used as a developmental dataset to identify covariates independently associated with overall survival (OS). Kaplan–Meier analysis was used to investigate the association between variables and OS and those retaining statistically significance were combined in a multiplexed score. RESULTS: The following pretreatment variables were independently associated with OS: ECOG PS > 0, peritoneal disease, LDH > 430 UI/L, albumin <3.5 gr/dL, gamma-GT >100 UI/L, sodium <140 mEq/L, absolute lymphocyte count <1000/mmc, and PFS to first-line <6 months. Based on these results, a scoring system was developed that identified three subgroups with statistically different OS: low-risk (mOS 18 months), intermediate-risk (mOS 9.4 months) and high-risk (mOS 2.9 months) (p < 0.001). The prognostic model was both internally and externally validated in a multicentre cohort of 120 ABCs. CONCLUSION: The Modena score is a multiplexed scoring system capable of accurately risk-stratified ABCs treated with second-line chemotherapy. Based on its reproducibility, usability and generalizability, it has the potential for assisting therapeutic decision-making in the clinic and risk-stratification in future trials.
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spelling pubmed-89068992022-03-10 Development and Multicentre Validation of the Modena Score to Predict Survival in Advanced Biliary Cancers Undergoing Second-Line Chemotherapy Salati, Massimiliano Marcheselli, Luigi Messina, Carlo Merz, Valeria Messina, Marco Carotenuto, Pietro Caputo, Francesco Gelsomino, Fabio Spallanzani, Andrea Reggiani Bonetti, Luca Caramaschi, Stefania Luppi, Gabriele Dominici, Massimo Ghidini, Michele Cancer Manag Res Original Research BACKGROUND: The role of second-line chemotherapy in advanced biliary cancers (ABCs) has only recently been established in phase III randomized trial and the optimal selection of patients most likely to benefit from it remains challenging. METHODS: A cohort of 98 ABC treated second-line chemotherapy was used as a developmental dataset to identify covariates independently associated with overall survival (OS). Kaplan–Meier analysis was used to investigate the association between variables and OS and those retaining statistically significance were combined in a multiplexed score. RESULTS: The following pretreatment variables were independently associated with OS: ECOG PS > 0, peritoneal disease, LDH > 430 UI/L, albumin <3.5 gr/dL, gamma-GT >100 UI/L, sodium <140 mEq/L, absolute lymphocyte count <1000/mmc, and PFS to first-line <6 months. Based on these results, a scoring system was developed that identified three subgroups with statistically different OS: low-risk (mOS 18 months), intermediate-risk (mOS 9.4 months) and high-risk (mOS 2.9 months) (p < 0.001). The prognostic model was both internally and externally validated in a multicentre cohort of 120 ABCs. CONCLUSION: The Modena score is a multiplexed scoring system capable of accurately risk-stratified ABCs treated with second-line chemotherapy. Based on its reproducibility, usability and generalizability, it has the potential for assisting therapeutic decision-making in the clinic and risk-stratification in future trials. Dove 2022-03-05 /pmc/articles/PMC8906899/ /pubmed/35283642 http://dx.doi.org/10.2147/CMAR.S346235 Text en © 2022 Salati et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php).
spellingShingle Original Research
Salati, Massimiliano
Marcheselli, Luigi
Messina, Carlo
Merz, Valeria
Messina, Marco
Carotenuto, Pietro
Caputo, Francesco
Gelsomino, Fabio
Spallanzani, Andrea
Reggiani Bonetti, Luca
Caramaschi, Stefania
Luppi, Gabriele
Dominici, Massimo
Ghidini, Michele
Development and Multicentre Validation of the Modena Score to Predict Survival in Advanced Biliary Cancers Undergoing Second-Line Chemotherapy
title Development and Multicentre Validation of the Modena Score to Predict Survival in Advanced Biliary Cancers Undergoing Second-Line Chemotherapy
title_full Development and Multicentre Validation of the Modena Score to Predict Survival in Advanced Biliary Cancers Undergoing Second-Line Chemotherapy
title_fullStr Development and Multicentre Validation of the Modena Score to Predict Survival in Advanced Biliary Cancers Undergoing Second-Line Chemotherapy
title_full_unstemmed Development and Multicentre Validation of the Modena Score to Predict Survival in Advanced Biliary Cancers Undergoing Second-Line Chemotherapy
title_short Development and Multicentre Validation of the Modena Score to Predict Survival in Advanced Biliary Cancers Undergoing Second-Line Chemotherapy
title_sort development and multicentre validation of the modena score to predict survival in advanced biliary cancers undergoing second-line chemotherapy
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8906899/
https://www.ncbi.nlm.nih.gov/pubmed/35283642
http://dx.doi.org/10.2147/CMAR.S346235
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