Cargando…

Development and external validation of a nomogram for individualized adjuvant imatinib duration for high‐risk gastrointestinal stromal tumors: A multicenter retrospective cohort study

INTRODUCTION: The main emphasis of the research about adjuvant imatinib for high‐risk gastrointestinal stromal tumors (GISTs) is prolonging the treatment duration and ignores the heterogeneous that 10‐year recurrence rates ranged from about 20%–100%. Thus, this study evaluated the effect of differen...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Ruolin, Wu, Yingxin, Gong, Jin, Zhao, Rui, Li, Li, Wan, Qianyi, Lian, Nan, Shen, Xiaoding, Xia, Lin, Shen, Yuhou, Xiao, Haitao, Wu, Xiaoting, Chen, Yi, Cen, Ying, Xu, Xuewen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9385591/
https://www.ncbi.nlm.nih.gov/pubmed/35297216
http://dx.doi.org/10.1002/cam4.4673
_version_ 1784769621314764800
author Liu, Ruolin
Wu, Yingxin
Gong, Jin
Zhao, Rui
Li, Li
Wan, Qianyi
Lian, Nan
Shen, Xiaoding
Xia, Lin
Shen, Yuhou
Xiao, Haitao
Wu, Xiaoting
Chen, Yi
Cen, Ying
Xu, Xuewen
author_facet Liu, Ruolin
Wu, Yingxin
Gong, Jin
Zhao, Rui
Li, Li
Wan, Qianyi
Lian, Nan
Shen, Xiaoding
Xia, Lin
Shen, Yuhou
Xiao, Haitao
Wu, Xiaoting
Chen, Yi
Cen, Ying
Xu, Xuewen
author_sort Liu, Ruolin
collection PubMed
description INTRODUCTION: The main emphasis of the research about adjuvant imatinib for high‐risk gastrointestinal stromal tumors (GISTs) is prolonging the treatment duration and ignores the heterogeneous that 10‐year recurrence rates ranged from about 20%–100%. Thus, this study evaluated the effect of different durations of adjuvant imatinib on outcomes in high‐risk GISTs to explore the feasibility of individual treatment. METHODS: We analyzed 855 high‐risk GIST patients from three centers who underwent macroscopically complete resection between December 2007 and September 2020. The patients were divided into training (n =564) and two validation cohorts (n = 238 and53) based on their source. Recurrence‐free survival (RFS) was the primary point. Cox multivariate analysis was used to develop the nomogram. C‐index, time‐dependent area under the curves, and calibration plots were used to assess the performance of the nomogram. RESULTS: Univariate analysis showed that longer adjuvant imatinib was significantly associated with better 5‐year RFS (p < 0.0001). Further investigation identified that the same high‐risk patients with lower tumor‐associated recurrence risk benefitted little from prolonged treatment and that the recommended adjuvant imatinib duration was insufficient for those with higher recurrence risk. A nomogram for predicting 2‐, 3‐, and 5‐year RFS based on different treatment durations and four major risk factors, namely, tumor site, size, mitotic count, and rupture status, was built and validated, with a C‐index of 0.82, 0.74, and 0.70 in training and two external validation cohorts, respectively. An online dynamic nomogram was further developed for clinical applications (https://ruolinliu666.shinyapps.io/GIST/), offering predictive recurrence rates based on different treatment durations and tumor features. CONCLUSIONS: We developed a nomogram to predict the recurrence risk for high‐risk patients according to tumor features and treatment durations of imatinib to help physicians on decision‐making for individualized treatment duration.
format Online
Article
Text
id pubmed-9385591
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher John Wiley and Sons Inc.
record_format MEDLINE/PubMed
spelling pubmed-93855912022-08-19 Development and external validation of a nomogram for individualized adjuvant imatinib duration for high‐risk gastrointestinal stromal tumors: A multicenter retrospective cohort study Liu, Ruolin Wu, Yingxin Gong, Jin Zhao, Rui Li, Li Wan, Qianyi Lian, Nan Shen, Xiaoding Xia, Lin Shen, Yuhou Xiao, Haitao Wu, Xiaoting Chen, Yi Cen, Ying Xu, Xuewen Cancer Med RESEARCH ARTICLES INTRODUCTION: The main emphasis of the research about adjuvant imatinib for high‐risk gastrointestinal stromal tumors (GISTs) is prolonging the treatment duration and ignores the heterogeneous that 10‐year recurrence rates ranged from about 20%–100%. Thus, this study evaluated the effect of different durations of adjuvant imatinib on outcomes in high‐risk GISTs to explore the feasibility of individual treatment. METHODS: We analyzed 855 high‐risk GIST patients from three centers who underwent macroscopically complete resection between December 2007 and September 2020. The patients were divided into training (n =564) and two validation cohorts (n = 238 and53) based on their source. Recurrence‐free survival (RFS) was the primary point. Cox multivariate analysis was used to develop the nomogram. C‐index, time‐dependent area under the curves, and calibration plots were used to assess the performance of the nomogram. RESULTS: Univariate analysis showed that longer adjuvant imatinib was significantly associated with better 5‐year RFS (p < 0.0001). Further investigation identified that the same high‐risk patients with lower tumor‐associated recurrence risk benefitted little from prolonged treatment and that the recommended adjuvant imatinib duration was insufficient for those with higher recurrence risk. A nomogram for predicting 2‐, 3‐, and 5‐year RFS based on different treatment durations and four major risk factors, namely, tumor site, size, mitotic count, and rupture status, was built and validated, with a C‐index of 0.82, 0.74, and 0.70 in training and two external validation cohorts, respectively. An online dynamic nomogram was further developed for clinical applications (https://ruolinliu666.shinyapps.io/GIST/), offering predictive recurrence rates based on different treatment durations and tumor features. CONCLUSIONS: We developed a nomogram to predict the recurrence risk for high‐risk patients according to tumor features and treatment durations of imatinib to help physicians on decision‐making for individualized treatment duration. John Wiley and Sons Inc. 2022-03-16 /pmc/articles/PMC9385591/ /pubmed/35297216 http://dx.doi.org/10.1002/cam4.4673 Text en © 2022 The Authors. Cancer Medicine published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle RESEARCH ARTICLES
Liu, Ruolin
Wu, Yingxin
Gong, Jin
Zhao, Rui
Li, Li
Wan, Qianyi
Lian, Nan
Shen, Xiaoding
Xia, Lin
Shen, Yuhou
Xiao, Haitao
Wu, Xiaoting
Chen, Yi
Cen, Ying
Xu, Xuewen
Development and external validation of a nomogram for individualized adjuvant imatinib duration for high‐risk gastrointestinal stromal tumors: A multicenter retrospective cohort study
title Development and external validation of a nomogram for individualized adjuvant imatinib duration for high‐risk gastrointestinal stromal tumors: A multicenter retrospective cohort study
title_full Development and external validation of a nomogram for individualized adjuvant imatinib duration for high‐risk gastrointestinal stromal tumors: A multicenter retrospective cohort study
title_fullStr Development and external validation of a nomogram for individualized adjuvant imatinib duration for high‐risk gastrointestinal stromal tumors: A multicenter retrospective cohort study
title_full_unstemmed Development and external validation of a nomogram for individualized adjuvant imatinib duration for high‐risk gastrointestinal stromal tumors: A multicenter retrospective cohort study
title_short Development and external validation of a nomogram for individualized adjuvant imatinib duration for high‐risk gastrointestinal stromal tumors: A multicenter retrospective cohort study
title_sort development and external validation of a nomogram for individualized adjuvant imatinib duration for high‐risk gastrointestinal stromal tumors: a multicenter retrospective cohort study
topic RESEARCH ARTICLES
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9385591/
https://www.ncbi.nlm.nih.gov/pubmed/35297216
http://dx.doi.org/10.1002/cam4.4673
work_keys_str_mv AT liuruolin developmentandexternalvalidationofanomogramforindividualizedadjuvantimatinibdurationforhighriskgastrointestinalstromaltumorsamulticenterretrospectivecohortstudy
AT wuyingxin developmentandexternalvalidationofanomogramforindividualizedadjuvantimatinibdurationforhighriskgastrointestinalstromaltumorsamulticenterretrospectivecohortstudy
AT gongjin developmentandexternalvalidationofanomogramforindividualizedadjuvantimatinibdurationforhighriskgastrointestinalstromaltumorsamulticenterretrospectivecohortstudy
AT zhaorui developmentandexternalvalidationofanomogramforindividualizedadjuvantimatinibdurationforhighriskgastrointestinalstromaltumorsamulticenterretrospectivecohortstudy
AT lili developmentandexternalvalidationofanomogramforindividualizedadjuvantimatinibdurationforhighriskgastrointestinalstromaltumorsamulticenterretrospectivecohortstudy
AT wanqianyi developmentandexternalvalidationofanomogramforindividualizedadjuvantimatinibdurationforhighriskgastrointestinalstromaltumorsamulticenterretrospectivecohortstudy
AT liannan developmentandexternalvalidationofanomogramforindividualizedadjuvantimatinibdurationforhighriskgastrointestinalstromaltumorsamulticenterretrospectivecohortstudy
AT shenxiaoding developmentandexternalvalidationofanomogramforindividualizedadjuvantimatinibdurationforhighriskgastrointestinalstromaltumorsamulticenterretrospectivecohortstudy
AT xialin developmentandexternalvalidationofanomogramforindividualizedadjuvantimatinibdurationforhighriskgastrointestinalstromaltumorsamulticenterretrospectivecohortstudy
AT shenyuhou developmentandexternalvalidationofanomogramforindividualizedadjuvantimatinibdurationforhighriskgastrointestinalstromaltumorsamulticenterretrospectivecohortstudy
AT xiaohaitao developmentandexternalvalidationofanomogramforindividualizedadjuvantimatinibdurationforhighriskgastrointestinalstromaltumorsamulticenterretrospectivecohortstudy
AT wuxiaoting developmentandexternalvalidationofanomogramforindividualizedadjuvantimatinibdurationforhighriskgastrointestinalstromaltumorsamulticenterretrospectivecohortstudy
AT chenyi developmentandexternalvalidationofanomogramforindividualizedadjuvantimatinibdurationforhighriskgastrointestinalstromaltumorsamulticenterretrospectivecohortstudy
AT cenying developmentandexternalvalidationofanomogramforindividualizedadjuvantimatinibdurationforhighriskgastrointestinalstromaltumorsamulticenterretrospectivecohortstudy
AT xuxuewen developmentandexternalvalidationofanomogramforindividualizedadjuvantimatinibdurationforhighriskgastrointestinalstromaltumorsamulticenterretrospectivecohortstudy