BMC Cancer · 2022 · 16 citations · 20 references
MedicineBiostatisticsOncologyCutaneous OncologySurgical OncologySurvival AnalysisCancer StagingCancer Survival AnalysisMalignant NeoplasmsStaging Of Skin CancerSurvival OutcomesTumor StagingAmerican Joint Committee On Cancer Staging SystemCutaneous Melanoma StagingKaplan-meier Confidence IntervalsSkin Tumor PrognosisSkin Tumor StagingSubgroup DifferencesSubgroup ValidationTnm Staging System
BACKGROUND: edition (TNM7), resulting in changes in survival and subgroup composition. We set out to address the limited validation of TNM8 (stages I-IV) in large population-based datasets. METHODS: This retrospective cohort-study included 6,414 patients from the population-based Ontario Cancer Registry diagnosed with cutaneous melanoma between January 1, 2007 and December 31, 2012. Kaplan-Meier curves estimated the melanoma-specific survival (MSS) and overall survival (OS). Cox proportional hazard models were used to estimate adjusted hazard ratios for MSS and OS across stage groups. The Schemper-Henderson measure was used to assess the variance explained in the Cox regression. RESULTS: In our sample, 21.3% of patients were reclassified with TNM8 from TNM7; reclassifications in stage II were uncommon, and 44.1% of patients in stage III were reclassified to a higher subgroup. Minimal changes in MSS curves were observed between editions, but the stage IIB curve decreased and the stage IIIC curve increased. For TNM8, Stage I (n = 4,556), II (n = 1,206), III (n = 598), and IV (n = 54) had an estimated 5-year MSS of 98.4%, 82.5%, 66.4%, and 14.4%, respectively. Within stage III, IIIA 5-year MSS was 91.7% while stage IIID was 23.5%. HRs indicated that TNM8 more evenly separates subgroups once adjusted for patient- and disease-characteristics. The variance in MSS explained by TNM7 and TNM8 is 18.9% and 19.7%, respectively. CONCLUSION: TNM8 performed well in our sample, with more even separation of stage subgroups and a modest improvement in predictive ability compared to TNM7.
20
TNM classification of malignant tumours
A.M. Cassoni · Clinical Oncology · 1998 · 1.2K citations
Predictive Accuracy and Explained Variation in Cox Regression
M. Schemper, Robin Henderson · Biometrics · 2000 · 221 citations