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A novel nomogram individually predicting disease-specific survival after D2 gastrectomy for advanced gastric cancer
- Source :
- Cancer Communications, Vol 38, Iss 1, Pp 1-9 (2018)
- Publication Year :
- 2017
-
Abstract
- Background Few studies have shown nomograms that may predict disease-specific survival (DSS) probability after curative D2 gastrectomy for advanced gastric cancer (AGC), particularly among Chinese patients. This study sought to develop an elaborative nomogram that predicts long-term DSS for AGC in Chinese patients. Methods A retrospective study was conducted on 6753 AGC patients undergoing D2 gastrectomy between January 1, 2000 and December 31, 2012 from three large medical hospitals in China. We assigned patients from Sun Yat-sen University Cancer Center to the training set, and patients from the First Affiliated Hospital of China Medical University and Tianjin Medical University Cancer Hospital to two separate external validation sets. A multivariate survival analysis was performed using Cox proportional hazards regression model in a training set, and a nomogram was constructed. Harrell’s C-index was used to evaluate discrimination and calibration plots were used to validate similarities between survival probabilities predicted by the nomogram model and actual survival rates in two validation sets. Results The multivariate Cox regression model identified age, tumor size, location, Lauren classification, lymphatic/venous invasion, depth of invasion, and metastatic lymph node ratio as covariates associated with survival. In the training set, the nomogram exhibited superior discrimination power compared with the 8th American Joint Committee on Cancer TNM classification (Harrell’s C-index, 0.82 vs. 0.74; P
- Subjects :
- 0301 basic medicine
Oncology
Male
Cancer Research
medicine.medical_specialty
Multivariate statistics
Advanced gastric cancer
Multivariate analysis
medicine.medical_treatment
Kaplan-Meier Estimate
lcsh:RC254-282
03 medical and health sciences
0302 clinical medicine
Gastrectomy
Stomach Neoplasms
Internal medicine
Outcome Assessment, Health Care
medicine
Humans
Survival rate
Aged
Proportional Hazards Models
Retrospective Studies
Proportional hazards model
business.industry
Prognostic nomogram
Cancer
Retrospective cohort study
Nomogram
Middle Aged
lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens
medicine.disease
Survival Rate
Nomograms
Disease-specific survival
030104 developmental biology
030220 oncology & carcinogenesis
Multivariate Analysis
Female
business
Subjects
Details
- ISSN :
- 25233548
- Volume :
- 38
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Cancer communications (London, England)
- Accession number :
- edsair.doi.dedup.....308efb336d78b7e5bc2e820328038c7b