Individual-level social determinants of health and allostatic load/chronic toxic stress in men with prostate cancer.

Authors

null

Nickolas Stabellini

Augusta University, Augusta, GA

Nickolas Stabellini , Jennifer Cullen , Marcio S Bittencourt , Justin Moore , Neal L Weintraub , Biplab Datta , Steven S. Coughlin , John Shanahan , Alberto J. Montero , Avirup Guha

Organizations

Augusta University, Augusta, GA, Case Western Reserve University School of Medicine, Cleveland, OH, University of Pittsburgh, Pittsburgh, PA, University of Kentucky, Lexington, KY, Augusta University, August, GA, University Hospitals Seidman Cancer Center, Cleveland, OH

Research Funding

Department of Defense
American Heart Association

Background: Allostatic load (AL)/chronic toxic stress is linked to a higher risk of adverse cancer-specific and cardiac events in prostate cancer (PC) patients especially non-Hispanic Blacks (NHBs). We hypothesize that NHBs experience more adverse social determinants of health (SDOH) that increases this AL. Methods: We included men≥18 years diagnosed with PC (2010-2022). Individual-level SDOH with 19 covariates across 4 domains was obtained. Pre-PC diagnosis AL was calculated as an ordinal measure (0-11). Components and cutoffs for the AL score: Each measure above the cutoff add 1 point to AL. Systolic blood pressure (BP) ≥140 mmHg, diastolic BP ≥90 mmHg, heart rate >100 bpm, total cholesterol (chol) ≥240 mg/dl, high-density lipoprotein chol ≤50 mg/dl, triglycerides ≥150 mg/dl, glycated hemoglobin ≥6.5, body mass index ≥30 kg/m2, glucose ≥110 mg/dl, C-reactive protein >3 mg/L and interleukin-6 >1.8 pg/ml. A gradient-boosting Machine Learning model ranked AL predictors using SHAP scores (SS). Cubic splined from logistic regressions defined SDOH adversity cutoffs. Results: Among 4,258 patients (886 NHB), the median age was 69 (IQR 63-77). Most were former smokers (44.2%), and the median Charlson comorbidity score was 4 (IQR 2-7). In NHBs, the SDOH variables among the top 5 overall predictors of AL were annual income (SS=0.10), neighborhood murder index (SS=0.07), neighborhood median income (SS=0.06), and neighborhood car theft index (SS=0.05). Considering all the SDOH features analyzed, NHBs faced adversity in 12 of 19 SDOH features (63%; Table). Conclusions: SDOH related to the neighborhood, built environment, and economic stability, are crucial predictors of pre-PC diagnosis AL in NHBs.

Adversity cutoffs (point of higher risk for high AL) and its racial disparities: SDOH covariates adversity comparison.

Social and Community Context% of NHB in Adversity% of NHW in Adversityp-value
Marital status, "not married"83.273.6*
Number of household members, “<4”71.369.10.22
Number of household elderly members, “>2”0.90.81.00
Number of household middle age members, <282.784.10.35
Closest relatives distance, >100mi1.30.90.35
Neighborhood and Built Environment
Neighborhood Burglary Index, >7560.245.1*
Neighborhood car theft index, >7072.156.1*
Neighborhood crime index, >7071.766.20.002
Neighborhood Median Household Income, <$65,0007050.6*
Neighborhood Median Home Values, <$70,0008.22.5*
Education Access and Quality
Education institution rating, "low”9.87.00.007
Economic Stability
Annual income, <$30,00027.48.9*
Wealth Index, <3 | 32.2% vs 12.7% | p<0.00132.212.7*
Number of properties owned, <149.337.2*
Household income range, <$50,00044.920.3*
Number of transport properties in the household, <235.629.5*
Address stability index, <36.33.3*
Current residence status, "not owner”46.830.8*

*<0.001.

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Abstract Details

Meeting

2024 ASCO Genitourinary Cancers Symposium

Session Type

Poster Session

Session Title

Poster Session A: Prostate Cancer

Track

Prostate Cancer - Advanced,Prostate Cancer - Localized

Sub Track

Cancer Disparities

Citation

J Clin Oncol 42, 2024 (suppl 4; abstr 263)

DOI

10.1200/JCO.2024.42.4_suppl.263

Abstract #

263

Poster Bd #

K20

Abstract Disclosures

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