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

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

Research output: Contribution to journalArticlepeer-review

Abstract

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. Research Sponsor: Department of Defense; American Heart Association.

Original languageEnglish (US)
Article number263
JournalJournal of Clinical Oncology
Volume42
Issue number4
DOIs
StatePublished - 2024

ASJC Scopus subject areas

  • Oncology
  • Cancer Research

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