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
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.
Social and Community Context | % of NHB in Adversity | % of NHW in Adversity | p-value |
---|---|---|---|
Marital status, "not married" | 83.2 | 73.6 | * |
Number of household members, “<4” | 71.3 | 69.1 | 0.22 |
Number of household elderly members, “>2” | 0.9 | 0.8 | 1.00 |
Number of household middle age members, <2 | 82.7 | 84.1 | 0.35 |
Closest relatives distance, >100mi | 1.3 | 0.9 | 0.35 |
Neighborhood and Built Environment | |||
Neighborhood Burglary Index, >75 | 60.2 | 45.1 | * |
Neighborhood car theft index, >70 | 72.1 | 56.1 | * |
Neighborhood crime index, >70 | 71.7 | 66.2 | 0.002 |
Neighborhood Median Household Income, <$65,000 | 70 | 50.6 | * |
Neighborhood Median Home Values, <$70,000 | 8.2 | 2.5 | * |
Education Access and Quality | |||
Education institution rating, "low” | 9.8 | 7.0 | 0.007 |
Economic Stability | |||
Annual income, <$30,000 | 27.4 | 8.9 | * |
Wealth Index, <3 | 32.2% vs 12.7% | p<0.001 | 32.2 | 12.7 | * |
Number of properties owned, <1 | 49.3 | 37.2 | * |
Household income range, <$50,000 | 44.9 | 20.3 | * |
Number of transport properties in the household, <2 | 35.6 | 29.5 | * |
Address stability index, <3 | 6.3 | 3.3 | * |
Current residence status, "not owner” | 46.8 | 30.8 | * |
*<0.001.
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Abstract Disclosures
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