Cargando…

A new model to estimate duration of survival in patients with hepatocellular carcinoma with BCLC intermediate stage

It is difficult to determine whether an individual therapy contributes to the elongation of survival because of the difficulty of organizing clinical research in patients who receive multiple treatments in HCC. We aimed to establish a new model of survival prediction in patients with intermediate st...

Descripción completa

Detalles Bibliográficos
Autores principales: Ninomiya, Masashi, Tsuruoka, Mio, Inoue, Jun, Hiraoka, Atsushi, Iwata, Tomoaki, Sano, Akitoshi, Sato, Kosuke, Onuki, Masazumi, Sawahashi, Satoko, Kuroda, Hidekatsu, Oikawa, Takayoshi, Fujita, Masashi, Abe, Kazumichi, Katsumi, Tomohiro, Sato, Wataru, Igarashi, Go, Iino, Chikara, Endo, Tetsu, Tanabe, Nobukazu, Numao, Hiroshi, Iijima, Katsunori, Matsumoto, Takayuki, Ohira, Hiromasa, Ueno, Yoshiyuki, Masamune, Atsushi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10676419/
https://www.ncbi.nlm.nih.gov/pubmed/38007597
http://dx.doi.org/10.1038/s41598-023-48068-7
_version_ 1785149938511904768
author Ninomiya, Masashi
Tsuruoka, Mio
Inoue, Jun
Hiraoka, Atsushi
Iwata, Tomoaki
Sano, Akitoshi
Sato, Kosuke
Onuki, Masazumi
Sawahashi, Satoko
Kuroda, Hidekatsu
Oikawa, Takayoshi
Fujita, Masashi
Abe, Kazumichi
Katsumi, Tomohiro
Sato, Wataru
Igarashi, Go
Iino, Chikara
Endo, Tetsu
Tanabe, Nobukazu
Numao, Hiroshi
Iijima, Katsunori
Matsumoto, Takayuki
Ohira, Hiromasa
Ueno, Yoshiyuki
Masamune, Atsushi
author_facet Ninomiya, Masashi
Tsuruoka, Mio
Inoue, Jun
Hiraoka, Atsushi
Iwata, Tomoaki
Sano, Akitoshi
Sato, Kosuke
Onuki, Masazumi
Sawahashi, Satoko
Kuroda, Hidekatsu
Oikawa, Takayoshi
Fujita, Masashi
Abe, Kazumichi
Katsumi, Tomohiro
Sato, Wataru
Igarashi, Go
Iino, Chikara
Endo, Tetsu
Tanabe, Nobukazu
Numao, Hiroshi
Iijima, Katsunori
Matsumoto, Takayuki
Ohira, Hiromasa
Ueno, Yoshiyuki
Masamune, Atsushi
author_sort Ninomiya, Masashi
collection PubMed
description It is difficult to determine whether an individual therapy contributes to the elongation of survival because of the difficulty of organizing clinical research in patients who receive multiple treatments in HCC. We aimed to establish a new model of survival prediction in patients with intermediate stage HCC to establish standards in the recent and coming multi-MTA era. This analysis was prepared using a data set of 753 patients diagnosed HCC prior to 2017. Multiple regression analysis showed age, naïve or recurrence, the size of the largest tumor nodule, the number of nodules, total bilirubin, albumin and α-fetoprotein as independent predictors of survival. A Weibull model had the best fit and, based on these predictors, we established a new predicted survival model. The survival duration can be predicted the proposed model; EXP (4.02580 + (− 0.0086253) × age + (− 0.34667) × (naïve/recurrence) + (− 0.034962) × (number of nodules) + (− 0.079447) × (the size of the largest nodule) + (− 0.21696) × (total bilirubin) + 0.27912 × (albumin) + (− 0.00014741) × (α-fetoprotein)) × (− natural logarithm(0.5))^0.67250. This model is useful for the planning and evaluating the efficacy of recent sequential therapies in multi-MTA era.
format Online
Article
Text
id pubmed-10676419
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-106764192023-11-25 A new model to estimate duration of survival in patients with hepatocellular carcinoma with BCLC intermediate stage Ninomiya, Masashi Tsuruoka, Mio Inoue, Jun Hiraoka, Atsushi Iwata, Tomoaki Sano, Akitoshi Sato, Kosuke Onuki, Masazumi Sawahashi, Satoko Kuroda, Hidekatsu Oikawa, Takayoshi Fujita, Masashi Abe, Kazumichi Katsumi, Tomohiro Sato, Wataru Igarashi, Go Iino, Chikara Endo, Tetsu Tanabe, Nobukazu Numao, Hiroshi Iijima, Katsunori Matsumoto, Takayuki Ohira, Hiromasa Ueno, Yoshiyuki Masamune, Atsushi Sci Rep Article It is difficult to determine whether an individual therapy contributes to the elongation of survival because of the difficulty of organizing clinical research in patients who receive multiple treatments in HCC. We aimed to establish a new model of survival prediction in patients with intermediate stage HCC to establish standards in the recent and coming multi-MTA era. This analysis was prepared using a data set of 753 patients diagnosed HCC prior to 2017. Multiple regression analysis showed age, naïve or recurrence, the size of the largest tumor nodule, the number of nodules, total bilirubin, albumin and α-fetoprotein as independent predictors of survival. A Weibull model had the best fit and, based on these predictors, we established a new predicted survival model. The survival duration can be predicted the proposed model; EXP (4.02580 + (− 0.0086253) × age + (− 0.34667) × (naïve/recurrence) + (− 0.034962) × (number of nodules) + (− 0.079447) × (the size of the largest nodule) + (− 0.21696) × (total bilirubin) + 0.27912 × (albumin) + (− 0.00014741) × (α-fetoprotein)) × (− natural logarithm(0.5))^0.67250. This model is useful for the planning and evaluating the efficacy of recent sequential therapies in multi-MTA era. Nature Publishing Group UK 2023-11-25 /pmc/articles/PMC10676419/ /pubmed/38007597 http://dx.doi.org/10.1038/s41598-023-48068-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) .
spellingShingle Article
Ninomiya, Masashi
Tsuruoka, Mio
Inoue, Jun
Hiraoka, Atsushi
Iwata, Tomoaki
Sano, Akitoshi
Sato, Kosuke
Onuki, Masazumi
Sawahashi, Satoko
Kuroda, Hidekatsu
Oikawa, Takayoshi
Fujita, Masashi
Abe, Kazumichi
Katsumi, Tomohiro
Sato, Wataru
Igarashi, Go
Iino, Chikara
Endo, Tetsu
Tanabe, Nobukazu
Numao, Hiroshi
Iijima, Katsunori
Matsumoto, Takayuki
Ohira, Hiromasa
Ueno, Yoshiyuki
Masamune, Atsushi
A new model to estimate duration of survival in patients with hepatocellular carcinoma with BCLC intermediate stage
title A new model to estimate duration of survival in patients with hepatocellular carcinoma with BCLC intermediate stage
title_full A new model to estimate duration of survival in patients with hepatocellular carcinoma with BCLC intermediate stage
title_fullStr A new model to estimate duration of survival in patients with hepatocellular carcinoma with BCLC intermediate stage
title_full_unstemmed A new model to estimate duration of survival in patients with hepatocellular carcinoma with BCLC intermediate stage
title_short A new model to estimate duration of survival in patients with hepatocellular carcinoma with BCLC intermediate stage
title_sort new model to estimate duration of survival in patients with hepatocellular carcinoma with bclc intermediate stage
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10676419/
https://www.ncbi.nlm.nih.gov/pubmed/38007597
http://dx.doi.org/10.1038/s41598-023-48068-7
work_keys_str_mv AT ninomiyamasashi anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT tsuruokamio anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT inouejun anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT hiraokaatsushi anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT iwatatomoaki anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT sanoakitoshi anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT satokosuke anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT onukimasazumi anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT sawahashisatoko anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT kurodahidekatsu anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT oikawatakayoshi anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT fujitamasashi anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT abekazumichi anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT katsumitomohiro anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT satowataru anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT igarashigo anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT iinochikara anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT endotetsu anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT tanabenobukazu anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT numaohiroshi anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT iijimakatsunori anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT matsumototakayuki anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT ohirahiromasa anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT uenoyoshiyuki anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT masamuneatsushi anewmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT ninomiyamasashi newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT tsuruokamio newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT inouejun newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT hiraokaatsushi newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT iwatatomoaki newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT sanoakitoshi newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT satokosuke newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT onukimasazumi newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT sawahashisatoko newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT kurodahidekatsu newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT oikawatakayoshi newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT fujitamasashi newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT abekazumichi newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT katsumitomohiro newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT satowataru newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT igarashigo newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT iinochikara newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT endotetsu newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT tanabenobukazu newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT numaohiroshi newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT iijimakatsunori newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT matsumototakayuki newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT ohirahiromasa newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT uenoyoshiyuki newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage
AT masamuneatsushi newmodeltoestimatedurationofsurvivalinpatientswithhepatocellularcarcinomawithbclcintermediatestage