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Updated: Jul 14, 2026

Competing-Risk Nomogram for Predicting Cancer-Specific Survival in Multiple Primary Colorectal Cancer Patients after Surgery
Published on: September 27, 2024
Age, severe comorbidity and functional impairment independently contribute to poor survival in cancer patients
Ulrich Wedding1, Bernd Röhrig, Almuth Klippstein
1Department for Internal Medicine II, Division of Haematology and Medical Oncology, Friedrich Schiller University, Erlanger Allee 101, 07747 Jena, Germany. ulrich.wedding@med.uni-jena.de
Purpose:
With the increasing number of elderly patients suffering from cancer, comorbidity and functional impairment become common problems in patients with cancer. Both comorbidity and functional impairment are associated with a shorter survival time in cancer patients, but their independent role has rarely been addressed before.
Methods:
Within a prospective trial we recruited 427 cancer patients, irrespective of age and type of cancer, admitted as inpatients prior to the start of chemotherapy. Comorbidity was assessed with the cumulative illness rating scale (CIRS-G), functional impairment with WHO performance status (WHO-PS), basal (ADL) and instrumental (IADL) activities of daily living.
Results:
Median follow-up was 34.2 months. A total, 61.4%. of patients died. Median survival time was 21.0 months. Age, kind of tumour (solid vs. haematological), treatment approach (non-curative vs. curative), WHO-PS (2-4 vs. 0-1), IADL (<8 vs. 8), and severe comorbidity (CIRS-level 3-4 vs. none) were significantly associated with shorter survival time in univariate analysis. In a multivariate Cox-regression-analysis, age (HR 1.019; 95%-CI 1.007-1.032; P=0.003), kind of tumour (HR 1.832; 95%-CI 1.314-2.554; P<0.001), WHO-PS (HR 1.455; 95%-CI 1.059-2.000; P=0.021), and comorbidity level 3-4 (HR 1.424; 95%-CI 1.012-2.003; P=0.043) maintained their significant association.
Conclusions:
Age, severe comorbidity, functional impairment, and kind of tumour are independently related to shorter survival time in cancer patients.
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