Related Experiment Video
Updated: Jul 29, 2025

Establishing a Competing Risk Regression Nomogram Model for Survival Data
Published on: October 23, 2020
Disparities in survival improvement for U.S. childhood and adolescent cancer between 1995 and 2019: An analysis of
Xiaoyan Wang1, Derek S Brown1, Yin Cao2
1Brown School, Washington University in St. Louis, St. Louis, MO, USA.
Background:
Although treatment advances have increased childhood and adolescent cancer survival, whether patient subgroups have benefited equally from these improvements is unclear.
Methods:
Data on 42,865 malignant primary cancers diagnosed between 1995 and 2019 in individuals ≤ 19 years were obtained from 12 Surveillance, Epidemiology, and End Results registries. Hazard ratios (HRs) and 95 % confidence intervals (CIs) for cancer-specific mortality by age group (0-14 and 15-19 years), sex, and race/ethnicity were estimated using flexible parametric models with a restricted cubic spline function in each of the periods: 2000-2004, 2005-2009, 2010-2014 and 2015-2019, versus 1995-1999. Interactions between diagnosis period and age group (children 0-14 and adolescents 15-19 years at diagnosis), sex, and race/ethnicity were assessed using likelihood ratio tests. Five-year cancer-specific survival rates for each diagnosis period were further predicted.
Results:
Compared with the 1995-1999 cohort, the risk of dying from all cancers combined decreased in subgroups defined by age, sex and race/ethnicity with HRs ranging from 0.50 to 0.68 for the 2015-2019 comparison. HRs were more variable by cancer subtype. There were no statistically significant interactions by age group (Pinteraction=0.05) or sex (Pinteraction=0.71). Despite non-significant differences in cancer-specific survival improvement across different races and ethnicities (Pinteraction=0.33) over the study period, minorities consistently experienced inferior survival compared with non-Hispanic Whites.
Conclusions:
The substantial improvements in cancer-specific survival for childhood and adolescent cancer did not differ significantly by different age, sex, and race/ethnicity groups. However, persistent gaps in survival between minorities and non-Hispanic Whites are noteworthy.
More Related Videos
06:46Competing-Risk Nomogram for Predicting Cancer-Specific Survival in Multiple Primary Colorectal Cancer Patients after Surgery
Published on: September 27, 2024
07:13Comparison of Predictive Performance of Three Lymph Node Staging Systems in Colorectal Signet Ring Cell Carcinoma Based on Machine Learning Model
Published on: April 18, 2025
Related Concept Videos
Cancer Survival Analysis
Comparing the Survival Analysis of Two or More Groups
Actuarial Approach
Consider the example of a high-risk surgical procedure with significant early-stage mortality. A two-year clinical study is conducted,...
Survival Curves
The Kaplan-Meier estimator is the most common method for constructing survival curves. This...
Kaplan-Meier Approach
Introduction To Survival Analysis
The primary goal of survival analysis is to estimate survival time—the time...