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Prognostic nomogram for patients with unresectable pancreatic cancer treated with gemcitabine plus nab–paclitaxel or FOLFIRINOX: A post–hoc analysis of a multicenter retrospective study in Japan (NAPOLEON study)
BACKGROUND: No reliable nomogram has been developed until date for predicting the survival in patients with unresectable pancreatic cancer undergoing treatment with gemcitabine plus nab–paclitaxel (GnP) or FOLFIRINOX. METHODS: This analysis was conducted using clinical data of Japanese patients with...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8722136/ https://www.ncbi.nlm.nih.gov/pubmed/34980029 http://dx.doi.org/10.1186/s12885-021-09139-y |
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author | Shibuki, Taro Mizuta, Toshihiko Shimokawa, Mototsugu Koga, Futa Ueda, Yujiro Nakazawa, Junichi Komori, Azusa Otsu, Satoshi Arima, Shiho Fukahori, Masaru Makiyama, Akitaka Taguchi, Hiroki Honda, Takuya Mitsugi, Kenji Nio, Kenta Ide, Yasushi Ureshino, Norio Shirakawa, Tsuyoshi Otsuka, Taiga |
author_facet | Shibuki, Taro Mizuta, Toshihiko Shimokawa, Mototsugu Koga, Futa Ueda, Yujiro Nakazawa, Junichi Komori, Azusa Otsu, Satoshi Arima, Shiho Fukahori, Masaru Makiyama, Akitaka Taguchi, Hiroki Honda, Takuya Mitsugi, Kenji Nio, Kenta Ide, Yasushi Ureshino, Norio Shirakawa, Tsuyoshi Otsuka, Taiga |
author_sort | Shibuki, Taro |
collection | PubMed |
description | BACKGROUND: No reliable nomogram has been developed until date for predicting the survival in patients with unresectable pancreatic cancer undergoing treatment with gemcitabine plus nab–paclitaxel (GnP) or FOLFIRINOX. METHODS: This analysis was conducted using clinical data of Japanese patients with unresectable pancreatic cancer undergoing GnP or FOLFIRINOX treatment obtained from a multicenter study (NAPOLEON study). A Cox proportional hazards model was used to identify the independent prognostic factors. A nomogram to predict 6–, 12–, and 18–month survival probabilities was generated, validated by using the concordance index (C–index), and calibrated by the bootstrapping method. And then, we attempted risk stratification for survival by classifying the patients according to the sum of the scores on the nomogram (total nomogram points). RESULTS: A total of 318 patients were enrolled. A prognostic nomogram was generated using data on the Eastern Cooperative Oncology Group performance status, liver metastasis, serum LDH, serum CRP, and serum CA19–9. The C–indexes of the nomogram were 0.77, 0.72 and 0.70 for 6–, 12–, and 18–month survival, respectively. The calibration plot showed optimal agreement at all points. Risk stratification based on tertiles of the total nomogram points yielded clear separations of the survival curves. The median survival times in the low–, moderate–, and high–risk groups were 15.8, 12.8 and 7.8 months (P<0.05), respectively. CONCLUSIONS: Our nomogram might be a convenient and inexpensive tool to accurately predict survival in Japanese patients with unresectable pancreatic cancer undergoing treatment with GnP or FOLFIRINOX, and will help clinicians in selecting appropriate therapeutic strategies for individualized management. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-021-09139-y. |
format | Online Article Text |
id | pubmed-8722136 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-87221362022-01-06 Prognostic nomogram for patients with unresectable pancreatic cancer treated with gemcitabine plus nab–paclitaxel or FOLFIRINOX: A post–hoc analysis of a multicenter retrospective study in Japan (NAPOLEON study) Shibuki, Taro Mizuta, Toshihiko Shimokawa, Mototsugu Koga, Futa Ueda, Yujiro Nakazawa, Junichi Komori, Azusa Otsu, Satoshi Arima, Shiho Fukahori, Masaru Makiyama, Akitaka Taguchi, Hiroki Honda, Takuya Mitsugi, Kenji Nio, Kenta Ide, Yasushi Ureshino, Norio Shirakawa, Tsuyoshi Otsuka, Taiga BMC Cancer Research Article BACKGROUND: No reliable nomogram has been developed until date for predicting the survival in patients with unresectable pancreatic cancer undergoing treatment with gemcitabine plus nab–paclitaxel (GnP) or FOLFIRINOX. METHODS: This analysis was conducted using clinical data of Japanese patients with unresectable pancreatic cancer undergoing GnP or FOLFIRINOX treatment obtained from a multicenter study (NAPOLEON study). A Cox proportional hazards model was used to identify the independent prognostic factors. A nomogram to predict 6–, 12–, and 18–month survival probabilities was generated, validated by using the concordance index (C–index), and calibrated by the bootstrapping method. And then, we attempted risk stratification for survival by classifying the patients according to the sum of the scores on the nomogram (total nomogram points). RESULTS: A total of 318 patients were enrolled. A prognostic nomogram was generated using data on the Eastern Cooperative Oncology Group performance status, liver metastasis, serum LDH, serum CRP, and serum CA19–9. The C–indexes of the nomogram were 0.77, 0.72 and 0.70 for 6–, 12–, and 18–month survival, respectively. The calibration plot showed optimal agreement at all points. Risk stratification based on tertiles of the total nomogram points yielded clear separations of the survival curves. The median survival times in the low–, moderate–, and high–risk groups were 15.8, 12.8 and 7.8 months (P<0.05), respectively. CONCLUSIONS: Our nomogram might be a convenient and inexpensive tool to accurately predict survival in Japanese patients with unresectable pancreatic cancer undergoing treatment with GnP or FOLFIRINOX, and will help clinicians in selecting appropriate therapeutic strategies for individualized management. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-021-09139-y. BioMed Central 2022-01-03 /pmc/articles/PMC8722136/ /pubmed/34980029 http://dx.doi.org/10.1186/s12885-021-09139-y Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Shibuki, Taro Mizuta, Toshihiko Shimokawa, Mototsugu Koga, Futa Ueda, Yujiro Nakazawa, Junichi Komori, Azusa Otsu, Satoshi Arima, Shiho Fukahori, Masaru Makiyama, Akitaka Taguchi, Hiroki Honda, Takuya Mitsugi, Kenji Nio, Kenta Ide, Yasushi Ureshino, Norio Shirakawa, Tsuyoshi Otsuka, Taiga Prognostic nomogram for patients with unresectable pancreatic cancer treated with gemcitabine plus nab–paclitaxel or FOLFIRINOX: A post–hoc analysis of a multicenter retrospective study in Japan (NAPOLEON study) |
title | Prognostic nomogram for patients with unresectable pancreatic cancer treated with gemcitabine plus nab–paclitaxel or FOLFIRINOX: A post–hoc analysis of a multicenter retrospective study in Japan (NAPOLEON study) |
title_full | Prognostic nomogram for patients with unresectable pancreatic cancer treated with gemcitabine plus nab–paclitaxel or FOLFIRINOX: A post–hoc analysis of a multicenter retrospective study in Japan (NAPOLEON study) |
title_fullStr | Prognostic nomogram for patients with unresectable pancreatic cancer treated with gemcitabine plus nab–paclitaxel or FOLFIRINOX: A post–hoc analysis of a multicenter retrospective study in Japan (NAPOLEON study) |
title_full_unstemmed | Prognostic nomogram for patients with unresectable pancreatic cancer treated with gemcitabine plus nab–paclitaxel or FOLFIRINOX: A post–hoc analysis of a multicenter retrospective study in Japan (NAPOLEON study) |
title_short | Prognostic nomogram for patients with unresectable pancreatic cancer treated with gemcitabine plus nab–paclitaxel or FOLFIRINOX: A post–hoc analysis of a multicenter retrospective study in Japan (NAPOLEON study) |
title_sort | prognostic nomogram for patients with unresectable pancreatic cancer treated with gemcitabine plus nab–paclitaxel or folfirinox: a post–hoc analysis of a multicenter retrospective study in japan (napoleon study) |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8722136/ https://www.ncbi.nlm.nih.gov/pubmed/34980029 http://dx.doi.org/10.1186/s12885-021-09139-y |
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