Survival prediction of colorectal liver metastases underwent surgical resection after neoadjuvant chemotherapy: Tumor response combined with the genetic and morphological evaluation score
Yu-Ming Su , Ke-Min Jin , Hong-Wei Wang , Yan-Yan Wang , Xiao-Luan Yan , Kun Wang , Juan Li , Da Xu , Bao-Cai Xing
{"title":"Survival prediction of colorectal liver metastases underwent surgical resection after neoadjuvant chemotherapy: Tumor response combined with the genetic and morphological evaluation score","authors":"Yu-Ming Su , Ke-Min Jin , Hong-Wei Wang , Yan-Yan Wang , Xiao-Luan Yan , Kun Wang , Juan Li , Da Xu , Bao-Cai Xing","doi":"10.1016/j.ejso.2024.108777","DOIUrl":null,"url":null,"abstract":"<div><h3>Introduction</h3><div>Neoadjuvant chemotherapy is becoming routine for colorectal liver metastasis (CRLM) in patients with high risks of recurrence or in whom resection is difficult. This retrospective study aimed to establish a modified survival prediction model for patients with CRLM who underwent hepatectomy after neoadjuvant chemotherapy.</div></div><div><h3>Materials and methods</h3><div>A total of 619 patients who received neoadjuvant chemotherapy followed by hepatectomy between 2006 and 2021 were included and divided into training and validation groups at a ratio of 2:1. The model was established in training group and validated in validation group. Chemotherapy response was integrated into the genetic and morphological evaluation (GAME) score as a new NeoGAME model, with assigned points based on the hazard ratio in the multivariate Cox regression. The NeoGAME score grouping cutoff was divided using X-tile, and the predictive power was compared with that of traditional models.</div></div><div><h3>Results</h3><div>The 5-year overall survival were significantly different in the NeoGAME low-risk (0–2 points), medium-risk (3–4 points) and high-risk (≥5 points) groups (training group, P < 0.001; validation group, P = 0.0012). The area under the curve in predicting 5-year survival was 0.67 and 0.66 for the training and validation groups, respectively. Time-dependent receiver operating characteristic curve showed better discrimination ability of NeoGAME than the GAME score in predicting 5-year survival.</div></div><div><h3>Conclusions</h3><div>The newly established NeoGAME score can predict survival more precisely for patients with CRLM receiving neoadjuvant chemotherapy. Moreover, the model offers a useful tool for assessing tumor behavior and selecting a benefiting population for liver resection.</div></div>","PeriodicalId":11522,"journal":{"name":"Ejso","volume":"51 8","pages":"Article 108777"},"PeriodicalIF":2.9000,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ejso","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S074879832400845X","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/10/21 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Introduction
Neoadjuvant chemotherapy is becoming routine for colorectal liver metastasis (CRLM) in patients with high risks of recurrence or in whom resection is difficult. This retrospective study aimed to establish a modified survival prediction model for patients with CRLM who underwent hepatectomy after neoadjuvant chemotherapy.
Materials and methods
A total of 619 patients who received neoadjuvant chemotherapy followed by hepatectomy between 2006 and 2021 were included and divided into training and validation groups at a ratio of 2:1. The model was established in training group and validated in validation group. Chemotherapy response was integrated into the genetic and morphological evaluation (GAME) score as a new NeoGAME model, with assigned points based on the hazard ratio in the multivariate Cox regression. The NeoGAME score grouping cutoff was divided using X-tile, and the predictive power was compared with that of traditional models.
Results
The 5-year overall survival were significantly different in the NeoGAME low-risk (0–2 points), medium-risk (3–4 points) and high-risk (≥5 points) groups (training group, P < 0.001; validation group, P = 0.0012). The area under the curve in predicting 5-year survival was 0.67 and 0.66 for the training and validation groups, respectively. Time-dependent receiver operating characteristic curve showed better discrimination ability of NeoGAME than the GAME score in predicting 5-year survival.
Conclusions
The newly established NeoGAME score can predict survival more precisely for patients with CRLM receiving neoadjuvant chemotherapy. Moreover, the model offers a useful tool for assessing tumor behavior and selecting a benefiting population for liver resection.
期刊介绍:
JSO - European Journal of Surgical Oncology ("the Journal of Cancer Surgery") is the Official Journal of the European Society of Surgical Oncology and BASO ~ the Association for Cancer Surgery.
The EJSO aims to advance surgical oncology research and practice through the publication of original research articles, review articles, editorials, debates and correspondence.