Construction of a prognostic nomogram for predicting the postoperative metastasis risk of patients with non-metastatic color-ectal cancer / 临床检验杂志
Chinese Journal of Clinical Laboratory Science
; (12): 388-391, 2018.
Article
in Zh
| WPRIM
| ID: wpr-694851
Responsible library:
WPRO
ABSTRACT
Objective To construct a prognostic nomogram for predicting the prognosis of patients with colorectal cancer ( CRC) , and verify its accuracy. Methods The clinical pathologic data from 438 CRC patients hospitalized in the Third Affiliated Hospital of Soo-chow University during January 2006 and May 2013 were retrospectively analyzed. The independent risk factors for predicting the prog-nosis of CRC were determined by the univariate and multivariate regression model. The prognostic nomogram was established by the R-language software. Then, the nomograms of postoperative 3-year and 5-year disease free survivals ( DFS) were drawn, and compared with the actual status. The internal validation and accuracy of the nomogram were determined by the Bootstrap method and the calculat-ed concordance index ( C-index) , respectively. The sensitivity and specificity of the nomogram for predicting the 3-year and 5-year DFS were compared with those of TNM system established by the American Joint Committee On Cancer (AJCC) (7th ed.) by using the time-dependent ROC curve. Results Among 438 CRC patients, the metastasis of CRC occurred in 233 patients, including 105 liver metas-tasis and 57 lung metastasis. Multivariate COX regression analysis showed that tumor differentiation degree, TNM stage, serum CEA level, serum CA19-9 level, neutrophil lymphocyte ratio ( NLR) and P53 level were the independent risk factors of CRC. The C-index of the constructed nomogram for predicting the survival rate of CRC patients was 0.678. The predicted 3-year and 5-year DFS by the no-mogram were highly coincident with the actual status. The analysis results of the time-dependent ROC curve showed that the sensitivity and specificity of the established nomogram for predicting the postoperative 3-year and 5-year DFS were higher than those of AJCC-TNM stage.Conclusion The established nomogram may accurately predict the prognosis of CRC patients, which may be helpful for clinicians to follow up or make beneficial treatment for CRC patients.
Full text:
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Index:
WPRIM
Type of study:
Etiology_studies
/
Prognostic_studies
/
Risk_factors_studies
Language:
Zh
Journal:
Chinese Journal of Clinical Laboratory Science
Year:
2018
Type:
Article