Abstract B139: Redlining bias and progression of chronic health conditions in survivors of childhood cancer: A report from the St. Jude lifetime cohort study

Abstract Background/Aims: Racial health disparities have been linked to racial and residential segregation. Redlining bias is a special form of racial and residential segregation involving the systematic denial of mortgages, insurance, and other financial services to racial/ethnic minorities. This study examined associations between redlining bias and the progression of chronic health conditions (CHCs) in adult survivors of childhood cancer. Methods: We included 1,670 adult survivors of childhood cancer from the St. Jude Lifetime Cohort Study who had undergone two or more clinical assessments. Over 200 individual CHCs were graded using a modified CTCAE version and aggregated to determine the global CHC burden. CHC progression from baseline to follow-up evaluation was classified as either worsening over time (from Grade 2 to 3-5 or from Grade 3 to 4-5) or new-onset (from Grades 0-1 to 2-5). Survivors' home addresses at baseline (2007-2020) were linked to contemporary redlining bias data (2010-2017) created by Beyer et al. (J Clin Oncol, 2021). Redlining bias was defined as the odds ratio of a mortgage application denial for properties in a local area versus all metropolitan statistical areas and further classified as high (≥2.0), moderate (1.0-1.9), low (0.5-0.9), or least bias (<0.5). Multivariable logistic regression tested associations of risk for worsening/new-onset CHCs (vs. no progression) with redlining bias (high vs. moderate/low/least bias), adjusting for age, sex, treatment factors, personal socioeconomic status (SES; education and health insurance), and lifestyle factors. Joint effects of redlining bias and personal SES on CHC progression were also evaluated. Results: Survivors’ mean±SD age at baseline was 31.7±8.3 years; 17.5% lived in high and 19.5% in moderate redlining neighborhoods. The bivariate analysis found that living in a neighborhood classified as having high redlining bias (vs. moderate/low/least bias) increased the risk of progression of the global burden of CHCs (OR=1.32, 95% CI: 1.02-1.70). Multivariable analysis found significant associations of redlining bias with the risk of worsening/new-onset of individual CHCs such as cardiomyopathy (OR=1.63, 95% CI: 1.07-2.48), peripheral motor neuropathy (OR=1.56, 95% CI: 1.00-2.44), asthma (OR=1.85, 95% CI: 1.04-3.32), and restrictive pulmonary deficit (OR=1.79, 95% CI: 1.05-3.04). Considering joint effects, survivors enrolled in public insurance programs and living in a high redlining area had a higher risk of progression of the global burden of CHCs (OR=1.73, 95% CI: 1.05-2.87) and of worsening/new-onset in peripheral motor neuropathy (OR=3.18, 95% CI: 1.57-6.42) and restrictive pulmonary deficit (OR=5.29, 95% CI: 2.46-11.37) CHCs. Conclusions: The significant associations of redlining bias with the progression of CHCs among adult survivors of childhood cancer suggest an urgent need for interventions (typically social or healthcare policies) targeting neighborhoods with high discriminatory exposures to prevent CHC burden in this population. Citation Format: Jaesung Choi, Madeline R. Horan, Nickhill Bhakta, Deo Kumar Srivastava, Kirsten K. Ness, Gregory T. Armstrong, Melissa M. Hudson, I-Chan Huang. Redlining bias and progression of chronic health conditions in survivors of childhood cancer: A report from the St. Jude lifetime cohort study [abstract]. In: Proceedings of the 17th AACR Conference on the Science of Cancer Health Disparities in Racial/Ethnic Minorities and the Medically Underserved; 2024 Sep 21-24; Los Angeles, CA. Philadelphia (PA): AACR; Cancer Epidemiol Biomarkers Prev 2024;33(9 Suppl):Abstract nr B139.

Authors

Institutions

Publication Details

Journal
Cancer Epidemiology Biomarkers & Prevention
Published
2024-09-21
DOI
https://doi.org/10.1158/1538-7755.disp24-b139
Primary Topic
Childhood Cancer Survivors' Quality of Life
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Abstract B139: Redlining bias and progression of chronic health conditions in survivors of childhood cancer: A report from the St. Jude lifetime cohort study

Madeline R. Horan, Jaesung Choi, Deo Kumar Srivastava, Kirsten K. Ness et al.
Cancer Epidemiology Biomarkers & Prevention
Childhood Cancer Survivors' Quality of Life
article

Abstract B139: Redlining bias and progression of chronic health conditions in survivors of childhood cancer: A report from the St. Jude lifetime cohort study

Madeline R. Horan, Jaesung Choi, Deo Kumar Srivastava, Kirsten K. Ness, Nickhill Bhakta, I‐Chan Huang, Gregory T. Armstrong, Melissa M. Hudson
article en

Abstract

Abstract Background/Aims: Racial health disparities have been linked to racial and residential segregation. Redlining bias is a special form of racial and residential segregation involving the systematic denial of mortgages, insurance, and other financial services to racial/ethnic minorities. This study examined associations between redlining bias and the progression of chronic health conditions (CHCs) in adult survivors of childhood cancer. Methods: We included 1,670 adult survivors of childhood cancer from the St. Jude Lifetime Cohort Study who had undergone two or more clinical assessments. Over 200 individual CHCs were graded using a modified CTCAE version and aggregated to determine the global CHC burden. CHC progression from baseline to follow-up evaluation was classified as either worsening over time (from Grade 2 to 3-5 or from Grade 3 to 4-5) or new-onset (from Grades 0-1 to 2-5). Survivors' home addresses at baseline (2007-2020) were linked to contemporary redlining bias data (2010-2017) created by Beyer et al. (J Clin Oncol, 2021). Redlining bias was defined as the odds ratio of a mortgage application denial for properties in a local area versus all metropolitan statistical areas and further classified as high (≥2.0), moderate (1.0-1.9), low (0.5-0.9), or least bias (<0.5). Multivariable logistic regression tested associations of risk for worsening/new-onset CHCs (vs. no progression) with redlining bias (high vs. moderate/low/least bias), adjusting for age, sex, treatment factors, personal socioeconomic status (SES; education and health insurance), and lifestyle factors. Joint effects of redlining bias and personal SES on CHC progression were also evaluated. Results: Survivors’ mean±SD age at baseline was 31.7±8.3 years; 17.5% lived in high and 19.5% in moderate redlining neighborhoods. The bivariate analysis found that living in a neighborhood classified as having high redlining bias (vs. moderate/low/least bias) increased the risk of progression of the global burden of CHCs (OR=1.32, 95% CI: 1.02-1.70). Multivariable analysis found significant associations of redlining bias with the risk of worsening/new-onset of individual CHCs such as cardiomyopathy (OR=1.63, 95% CI: 1.07-2.48), peripheral motor neuropathy (OR=1.56, 95% CI: 1.00-2.44), asthma (OR=1.85, 95% CI: 1.04-3.32), and restrictive pulmonary deficit (OR=1.79, 95% CI: 1.05-3.04). Considering joint effects, survivors enrolled in public insurance programs and living in a high redlining area had a higher risk of progression of the global burden of CHCs (OR=1.73, 95% CI: 1.05-2.87) and of worsening/new-onset in peripheral motor neuropathy (OR=3.18, 95% CI: 1.57-6.42) and restrictive pulmonary deficit (OR=5.29, 95% CI: 2.46-11.37) CHCs. Conclusions: The significant associations of redlining bias with the progression of CHCs among adult survivors of childhood cancer suggest an urgent need for interventions (typically social or healthcare policies) targeting neighborhoods with high discriminatory exposures to prevent CHC burden in this population. Citation Format: Jaesung Choi, Madeline R. Horan, Nickhill Bhakta, Deo Kumar Srivastava, Kirsten K. Ness, Gregory T. Armstrong, Melissa M. Hudson, I-Chan Huang. Redlining bias and progression of chronic health conditions in survivors of childhood cancer: A report from the St. Jude lifetime cohort study [abstract]. In: Proceedings of the 17th AACR Conference on the Science of Cancer Health Disparities in Racial/Ethnic Minorities and the Medically Underserved; 2024 Sep 21-24; Los Angeles, CA. Philadelphia (PA): AACR; Cancer Epidemiol Biomarkers Prev 2024;33(9 Suppl):Abstract nr B139.

Cancer Epidemiology Biomarkers & PreventionVol. 33(9_Supplement)
St. Jude Children's Research Hospital (US)
Openalex Percentile: Top 75%
Childhood Cancer Survivors' Quality of Life
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.