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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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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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 |
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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 |
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