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Nomograms for predicting survival in patients with metastatic gastric adenocarcinoma who undergo palliative gastrectomy
- Source :
- BMC Cancer, Vol 19, Iss 1, Pp 1-11 (2019), BMC Cancer
- Publication Year :
- 2019
- Publisher :
- BMC, 2019.
-
Abstract
- Background Recently, evidence has emerged that palliative gastrectomy in patients with stage IV gastric cancer may offer some survival benefits. However, the decision whether to perform primary tumor surgery remains challenging for surgeons, and investigations into models that are predictive of prognosis are scarce. Current study aimed to develop and validate prognostic nomograms for patients with metastatic gastric adenocarcinoma treated with palliative gastrectomy. Methods The development dataset comprised 1186 patients from the Surveillance, Epidemiology, and End Results Program who were diagnosed with metastatic gastric adenocarcinoma in 2004–2011, while the validation dataset included 407 patients diagnosed in 2012–2015. Variables were incorporated into a Cox proportional hazards model to identify independent risk factors for survival. Both pre- and postoperative nomograms for predicting 1- or 2-year survival probabilities were constructed using the development dataset. The concordance index (c-index) and calibration curves were plotted to determine the accuracy of the nomogram models. Finally, the cut-off value of the calculated total scores based on preoperative nomograms was set and validated by comparing survival with contemporary cases without primary tumor surgery. Results Age, tumor size, location, grade, T stage, N stage, metastatic site, scope of gastrectomy, number of examined lymph node(s), chemotherapy and radiotherapy were risk factors of survival and were included as variables in the postoperative nomogram; the c-indices of the development and validation datasets were 0.701 (95% confidence interval [CI]: 0.693–0.710) and 0.699 (95% CI: 0.682–0.716), respectively. The preoperative nomogram incorporated age, tumor size, location, grade, depth of invasion, regional lymph node(s) status, and metastatic site. The c-indices for the internal (bootstrap) and external validation sets were 0.629 (95% CI: 0.620–0.639) and 0.607 (95% CI: 0.588–0.626), respectively. Based on the preoperative nomogram, patients with preoperative total score ˃ 28 showed no survival benefit with gastrectomy compared to no primary tumor surgery. Conclusions Our survival nomograms for patients with metastatic gastric adenocarcinoma undergoing palliative gastrectomy can assist surgeons in treatment decision-making and prognostication.
- Subjects :
- Male
0301 basic medicine
Cancer Research
medicine.medical_specialty
medicine.medical_treatment
Adenocarcinoma
lcsh:RC254-282
Nomogram
03 medical and health sciences
0302 clinical medicine
Gastrectomy
Stomach Neoplasms
Surgical oncology
Genetics
medicine
Humans
Neoplasm Metastasis
Palliative gastrectomy
Aged
Neoplasm Staging
Aged, 80 and over
Gastric adenocarcinoma
Proportional hazards model
business.industry
Palliative Care
Cancer
Middle Aged
medicine.disease
Prognosis
lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens
Survival Analysis
Primary tumor
3. Good health
Radiation therapy
Nomograms
Treatment Outcome
030104 developmental biology
Oncology
030220 oncology & carcinogenesis
T-stage
Female
Radiology
business
Research Article
Subjects
Details
- Language :
- English
- ISSN :
- 14712407
- Volume :
- 19
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- BMC Cancer
- Accession number :
- edsair.doi.dedup.....cacf25149928e1d383b5be4c3559b9b7