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A novel risk score system for prognostic evaluation in adenocarcinoma of the oesophagogastric junction: a large population study from the SEER database and our center
- Source :
- BMC Cancer, Vol 21, Iss 1, Pp 1-14 (2021), BMC Cancer
- Publication Year :
- 2021
- Publisher :
- BMC, 2021.
-
Abstract
- Background The incidence rate of adenocarcinoma of the oesophagogastric junction (AEG) has significantly increased over the past decades, with a steady increase in morbidity. The aim of this study was to explore a variety of clinical factors to judge the survival outcomes of AEG patients. Methods We first obtained the clinical data of AEG patients from the Surveillance, Epidemiology, and End Results Program (SEER) database. Univariate and least absolute shrinkage and selection operator (LASSO) regression models were used to build a risk score system. Patient survival was analysed using the Kaplan-Meier method and the log-rank test. The specificity and sensitivity of the risk score were determined by receiver operating characteristic (ROC) curves. Finally, the internal validation set from the SEER database and external validation sets from our center were used to validate the prognostic power of this model. Results We identified a risk score system consisting of six clinical features that can be a good predictor of AEG patient survival. Patients with high risk scores had a significantly worse prognosis than those with low risk scores (log-rank test, P-value Conclusions Our results may provide new insights into the prognostic evaluation of AEG.
- Subjects :
- Oncology
Male
Cancer Research
medicine.medical_specialty
Databases, Factual
medicine.medical_treatment
Adenocarcinoma of the oesophagogastric junction
Adenocarcinoma
03 medical and health sciences
0302 clinical medicine
Risk Factors
Internal medicine
Epidemiology
Genetics
medicine
Humans
LASSO method
Stage (cooking)
RC254-282
Aged
Framingham Risk Score
Receiver operating characteristic
business.industry
Research
Incidence
Univariate
Neoplasms. Tumors. Oncology. Including cancer and carcinogens
Regression analysis
Middle Aged
Prognostic evaluation
medicine.disease
Prognosis
External validation
Radiation therapy
SEER
030220 oncology & carcinogenesis
030211 gastroenterology & hepatology
Esophagogastric Junction
business
SEER Program
Subjects
Details
- Language :
- English
- ISSN :
- 14712407
- Volume :
- 21
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- BMC Cancer
- Accession number :
- edsair.doi.dedup.....4cede6056fd3186b9ca01bf04c19ffef