GATIS score for predicting the prognosis of rectal neuroendocrine neoplasms: A Chinese multicenter study of 12-year experience.


Journal

World journal of gastroenterology
ISSN: 2219-2840
Titre abrégé: World J Gastroenterol
Pays: United States
ID NLM: 100883448

Informations de publication

Date de publication:
28 Jul 2024
Historique:
received: 05 03 2024
revised: 04 06 2024
accepted: 10 07 2024
medline: 2 8 2024
pubmed: 2 8 2024
entrez: 2 8 2024
Statut: ppublish

Résumé

There is currently a shortage of accurate, efficient, and precise predictive instruments for rectal neuroendocrine neoplasms (NENs). To develop a predictive model for individuals with rectal NENs (R-NENs) using data from a large cohort. Data from patients with primary R-NENs were retrospectively collected from 17 large-scale referral medical centers in China. Random forest and Cox proportional hazard models were used to identify the risk factors for overall survival and progression-free survival, and two nomograms were constructed. A total of 1408 patients with R-NENs were included. Tumor grade, T stage, tumor size, age, and a prognostic nutritional index were important risk factors for prognosis. The GATIS score was calculated based on these five indicators. For overall survival prediction, the respective C-indexes in the training set were 0.915 (95% confidence interval: 0.866-0.964) for overall survival prediction and 0.908 (95% confidence interval: 0.872-0.944) for progression-free survival prediction. According to decision curve analysis, net benefit of the GATIS score was higher than that of a single factor. The time-dependent area under the receiver operating characteristic curve showed that the predictive power of the GATIS score was higher than that of the TNM stage and pathological grade at all time periods. The GATIS score had a good predictive effect on the prognosis of patients with R-NENs, with efficacy superior to that of the World Health Organization grade and TNM stage.

Sections du résumé

BACKGROUND BACKGROUND
There is currently a shortage of accurate, efficient, and precise predictive instruments for rectal neuroendocrine neoplasms (NENs).
AIM OBJECTIVE
To develop a predictive model for individuals with rectal NENs (R-NENs) using data from a large cohort.
METHODS METHODS
Data from patients with primary R-NENs were retrospectively collected from 17 large-scale referral medical centers in China. Random forest and Cox proportional hazard models were used to identify the risk factors for overall survival and progression-free survival, and two nomograms were constructed.
RESULTS RESULTS
A total of 1408 patients with R-NENs were included. Tumor grade, T stage, tumor size, age, and a prognostic nutritional index were important risk factors for prognosis. The GATIS score was calculated based on these five indicators. For overall survival prediction, the respective C-indexes in the training set were 0.915 (95% confidence interval: 0.866-0.964) for overall survival prediction and 0.908 (95% confidence interval: 0.872-0.944) for progression-free survival prediction. According to decision curve analysis, net benefit of the GATIS score was higher than that of a single factor. The time-dependent area under the receiver operating characteristic curve showed that the predictive power of the GATIS score was higher than that of the TNM stage and pathological grade at all time periods.
CONCLUSION CONCLUSIONS
The GATIS score had a good predictive effect on the prognosis of patients with R-NENs, with efficacy superior to that of the World Health Organization grade and TNM stage.

Identifiants

pubmed: 39091717
doi: 10.3748/wjg.v30.i28.3403
pmc: PMC11290398
doi:

Types de publication

Journal Article Multicenter Study

Langues

eng

Sous-ensembles de citation

IM

Pagination

3403-3417

Informations de copyright

©The Author(s) 2024. Published by Baishideng Publishing Group Inc. All rights reserved.

Déclaration de conflit d'intérêts

Conflict-of-interest statement: All the authors report no relevant conflicts of interest for this article.

Auteurs

Xin-Yu Zeng (XY)

Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430074, Hubei Province, China.

Ming Zhong (M)

Department of Gastrointestinal Surgery, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China.

Guo-Le Lin (GL)

Department of General Surgery, Peking Union Medical College Hospital, Peking Union Medical College, Beijing 100730, China.

Cheng-Guo Li (CG)

Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430074, Hubei Province, China.

Wei-Zhong Jiang (WZ)

Department of Colorectal Surgery, Fujian Medical University, Fuzhou 350401, Fujian Province, China.

Wei Zhang (W)

Department of Colorectal Surgery, Changhai Hospital, Shanghai 200433, China.

Li-Jian Xia (LJ)

Department of Gastrointestinal Surgery, The First Affiliated Hospital of Shandong First Medical University, Jinan 250118, Shandong Province, China.

Mao-Jun Di (MJ)

Department of Gastrointestinal Surgery, Taihe Hospital, Hubei University of Medicine, Shiyan 442099, Hubei Province, China.

Hong-Xue Wu (HX)

Department of Gastrointestinal Surgery I Section, Renmin Hospital of Wuhan University, Wuhan 430060, Hubei Province, China.

Xiao-Feng Liao (XF)

Department of General Surgery, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang 441021, Hubei Province, China.

Yue-Ming Sun (YM)

Department of Colorectal Surgery, Jiangsu Province Hospital, Nanjing Medical University, Nanjing 210029, Jiangsu Province, China.

Min-Hao Yu (MH)

Department of Gastrointestinal Surgery, School of Medicine, Shanghai Jiao Tong University, Shanghai 200127, China.

Kai-Xiong Tao (KX)

Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430074, Hubei Province, China.

Yong Li (Y)

Department of General Surgery, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, Guangdong Province, China.

Rui Zhang (R)

Department of Colorectal Surgery, Liaoning Cancer Hospital, Shenyang 110042, Liaoning Province, China.

Peng Zhang (P)

Department of Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430074, Hubei Province, China.zhangpengwh@hust.edu.cn.

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