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Prognostic classification index in Iranian colorectal cancer patients: Survival tree analysis
- Source :
- South Asian Journal of Cancer, South Asian Journal of Cancer, Vol 5, Iss 1, Pp 23-26 (2016)
- Publication Year :
- 2016
- Publisher :
- Georg Thieme Verlag KG, 2016.
-
Abstract
- Aims: The aim of this study was to determine the prognostic index for separating homogenous subgroups in colorectal cancer (CRC) patients based on clinicopathological characteristics using survival tree analysis. Methods: The current study was conducted at the Research Center of Gastroenterology and Liver Disease, Shahid Beheshti Medical University in Tehran, between January 2004 and January 2009. A total of 739 patients who already have been diagnosed with CRC based on pathologic report were enrolled. The data included demographic and clinical-pathological characteristic of patients. Tree-structured survival analysis based on a recursive partitioning algorithm was implemented to evaluate prognostic factors. The probability curves were calculated according to the Kaplan-Meier method, and the hazard ratio was estimated as an interest effect size. Result: There were 526 males (71.2%) of these patients. The mean survival time (from diagnosis time) was 42.46± (3.4). Survival tree identified three variables as main prognostic factors and based on their four prognostic subgroups was constructed. The log-rank test showed good separation of survival curves. Patients with Stage I-IIIA and treated with surgery as the first treatment showed low risk (median = 34 months) whereas patients with stage IIIB, IV, and more than 68 years have the worse survival outcome (median = 9.5 months). Conclusion: Constructing the prognostic classification index via survival tree can aid the researchers to assess interaction between clinical variables and determining the cumulative effect of these variables on survival outcome.
- Subjects :
- Cancer Research
medicine.medical_specialty
Colorectal cancer
Separation (statistics)
colorectal cancer
Recursive partitioning
Iran
lcsh:RC254-282
survival tree
Shahid
03 medical and health sciences
Liver disease
0302 clinical medicine
Internal medicine
medicine
030212 general & internal medicine
Stage (cooking)
Survival analysis
Classification, colorectal cancer, Iran, prognostic index, survival tree
business.industry
prognostic index
Hazard ratio
lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens
Classification
medicine.disease
Surgery
Oncology
030220 oncology & carcinogenesis
GI CANCER: Original Article
business
Subjects
Details
- ISSN :
- 22784306 and 2278330X
- Database :
- OpenAIRE
- Journal :
- South Asian Journal of Cancer
- Accession number :
- edsair.doi.dedup.....893e4ba4549eb224822f5c831b463308
- Full Text :
- https://doi.org/10.4103/2278-330x.179703