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Published on: March 6, 2018
Improved prediction of long-term, other cause mortality in men with prostate cancer
Timothy J Daskivich1, Karim Chamie, Lorna Kwan
1Department of Urology, David Geffen School of Medicine, University of California-Los Angeles, Los Angeles, California 90095-1738, USA. tdaskivich@ucla.edu
Insights
A new prostate cancer comorbidity index improves risk prediction for mortality. This revised Charlson index better identifies men with prostate cancer at high risk of death from other causes, aiding clinical decisions.
Area of Science:
- Oncology
- Geriatrics
- Public Health
Background:
- Comorbidity assessment is crucial for managing prostate cancer patients.
- The Charlson index is a widely used comorbidity measure.
- Existing indices may not fully capture mortality risks specific to prostate cancer patients.
Purpose of the Study:
- To identify long-term mortality risks associated with comorbidities in prostate cancer patients.
- To develop a prostate cancer-specific comorbidity index by re-weighting the Charlson index.
- To compare the predictive accuracy of the revised index against the original Charlson index.
Main Methods:
- Utilized Cox proportional hazards modeling on 1,598 prostate cancer cases diagnosed between 1997-2004.
- Re-weighted the Charlson index using hazard ratios derived from mortality risk analysis.
- Compared the predictive performance of the original and revised comorbidity indices.
Main Results:
- Severe liver disease, metastatic solid tumors, lymphoma, and leukemia showed the highest mortality risk (HR > 5).
- The revised index identified significantly more men (137 vs. 51) with a >90% probability of 10-year mortality.
- Multivariate analysis showed the revised index provided substantially higher odds of 5-year mortality prediction compared to the original index.
Conclusions:
- Re-weighting the Charlson index enhances the accurate identification of high-mortality risk prostate cancer patients.
- The developed prostate cancer-specific comorbidity index can assist in medical decision-making.
- This tool offers improved risk stratification for prostate cancer management.
Purpose:
Comorbidity assessment is essential to triage of care for men with prostate cancer. We identified long-term risks of other cause mortality associated with comorbidities in the Charlson index and applied these to the creation of a prostate cancer specific comorbidity index.
Materials And Methods:
We sampled 1,598 cases of prostate cancer diagnosed in 1997 to 2004 at the Greater Los Angeles and Long Beach Veterans Affairs Medical Centers. We used Cox proportional hazards modeling to determine the risks of other cause mortality associated with comorbidities and used these hazard ratios to re-weight the Charlson index. We then compared the ability of each index to predict other cause mortality.
Results:
Cox modeling showed that moderate to severe liver disease, metastatic solid tumor, lymphoma and leukemia carried the highest risk (HR greater than 5) for other cause mortality, followed by moderate to severe chronic obstructive pulmonary disease, moderate to severe renal disease, dementia, hemiplegia and congestive heart failure (HR 2.5 to less than 3.5). The revised and original Charlson indices performed similarly in predicting other cause mortality across all patients (c-index 0.816 vs 0.802). However, in survival analysis our revised index identified 137 men with a greater than 90% probability of other cause mortality within 10 years while the original Charlson identified only 51. In multivariate modeling the odds of 5-year other cause mortality for men with original Charlson scores 1, 2, 3 and 4+ were 2.9, 6.0, 9.2 and 29.8, respectively, compared with 3.9, 6.2, 12.8 and 84.2 for the revised index.
Conclusions:
Re-weighting the Charlson index allowed for more accurate identification of men at highest risk for other cause mortality. Our revised index may be used to aid medical decision making for men with prostate cancer.
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