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Establishing a Competing Risk Regression Nomogram Model for Survival Data
Published on: October 23, 2020
Association of Health-Related Quality of Life with Overall Survival in Older Americans with Kidney Cancer: A
Naleen Raj Bhandari1, Mohamed H Kamel2,3, Erin E Kent4,5
1Division of Pharmaceutical Evaluation and Policy, University of Arkansas for Medical Sciences (UAMS), Little Rock, AR 72205, USA.
Background:
Our purpose was to evaluate associations between health-related quality of life (HRQoL) and overall survival (OS) in a population-based sample of kidney cancer (KC) patients in the US.
Methods:
We analyzed a longitudinal cohort (n = 188) using the Surveillance, Epidemiology, and End Results (SEER) database linked with the Medicare Health Outcomes Survey (MHOS; 1998-2014). We included KC patients aged ≥65 years, with a completed MHOS during baseline (pre-diagnosis) and another during follow-up (post-diagnosis). We reported HRQoL as physical component summary (PCS) and mental component summary (MCS) scores and OS as number of months from diagnosis to death/end-of-follow-up. Findings were reported as adjusted hazard ratios (aHRs (95% CI)) from Cox Proportional Hazard models.
Results:
The aHRs associated with a 3-point lower average (baseline and follow-up) or a 3-point within-patient decline (change) in HRQoL with OS were: (a) baseline: PCS (1.08 (1.01-1.16)) and MCS (1.09 (1.01-1.18)); (b) follow-up: PCS (1.21 (1.12-1.31)) and MCS (1.11 (1.04-1.19)); and (c) change: PCS (1.10 (1.02-1.18)) and MCS (1.02 (0.95-1.10)).
Conclusions:
Reduced HRQoL was associated with worse OS and this association was strongest for post-diagnosis PCS, followed by change in PCS and pre-diagnosis PCS. Findings highlight the prognostic value of HRQoL on OS, emphasize the importance of monitoring PCS in evaluating KC prognosis, and contribute additional evidence to support the implementation of patient-reported outcomes in clinical settings.
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