GATIS score for predicting the prognosis of rectal neuroendocrine neoplasms: A Chinese multicenter study of 12-year experience.
Humans
Male
Female
Middle Aged
Rectal Neoplasms
/ mortality
Neuroendocrine Tumors
/ mortality
Retrospective Studies
China
/ epidemiology
Nomograms
Prognosis
Aged
Neoplasm Staging
Risk Factors
Adult
ROC Curve
Progression-Free Survival
Neoplasm Grading
Risk Assessment
/ methods
Proportional Hazards Models
Predictive Value of Tests
Nutrition Assessment
East Asian People
Nomogram
Overall survival
Prognosis
Progression-free survival
Random forest
Rectal neuroendocrine neoplasm
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
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
3403-3417Informations 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.