Systematic computer-aided search of optimal staging system for colorectal cancer.
Two hundred and ninety-eight patients with curatively resected colorectal cancer were classified into 12 categories according to the depth of tumour penetration (T1-T4), and lymph node status (N0-N2). Using a computer, these categories were grouped into 2-12 stages in every possible combination, so a total of 146,975 logical classifications were generated. The optimal model was selected for each group of classifications with equal stage number, thus giving the greatest prognostic information on 5-year survival according to the Akaike criterion. The results showed that (1) 13% of the total classifications, including 85% of the 3-stage classifications, were better than the Dukes system in predicting our patients' outcomes; (2) the T-level was a stage-determinant even more important than the N-level; and (3) major changes in prognosis occurred at more advanced stages than the classical "turning points". We conclude that in order to find an optimal staging of cancer, systematic computer-aided search through all the possible classifications is necessary, using the appropriate database.
Maetani
S
S
First Department of Surgery, Faculty of Medicine, Kyoto, Japan.
Onodera
H
H
Nishikawa
T
T
Tobe
T
T
D015179:Colorectal Neoplasms / Q000145:classification* / Q000401:mortality / Q000473:pathology / Q000601:surgery; D003201:Computers; D006801:Humans; D015993:Life Tables; D008954:Models, Biological; D011379:Prognosis