Related Experiment Video
Updated: Jun 29, 2025

Generation of Organ-conditioned Media and Applications for Studying Organ-specific Influences on Breast Cancer Metastatic Behavior
Published on: June 13, 2016
ZIP Code to Genomic Code: Neighborhood Disadvantage, Aggressive Breast Cancer Biology, and Breast Cancer Outcomes
Neha Goel1,2,3, Alexandra E Hernandez1,2, Michael H Antoni2,4
1Department of Surgery, Division of Surgical Oncology, School of Medicine, University of Miami Miller, Miami, FL.
Objective:
To determine the association between objective (geospatial) and subjective (perceived) measures of neighborhood disadvantage (ND) and aggressive breast cancer tumor biology, defined using validated social adversity-associated transcription factor (TF) activity and clinical outcomes.
Background:
ND is associated with shorter breast cancer recurrence-free survival (RFS), independent of individual, tumor, and treatment characteristics, suggesting potential unaccounted biological mechanisms by which ND influences RFS.
Methods:
We quantified TF-binding motif prevalence within promoters of differentially expressed genes for 147 tissue samples prospectively collected on the protocol. Covariate-adjusted multivariable regression analyzed objective and subjective ND scores with 5 validated TFs of social adversity and aggressive biology-pro-inflammatory activity [nuclear factor-κB ( NF-kB ), activator protein 1 ( AP-1 )], sympathetic nervous system (SNS) activity [cyclic 3'-5' adenosine monophosphate response element-binding protein ( CREB )], and protective cellular responses [interferon-regulatory factor ( IRF ) and signal transducer and activator of transcription ( STAT )]. To clinically validate these TFs as prognostic biomarkers of aggressive biology, logistic regression and multivariable Cox proportional-hazards models analyzed their association with Oncotype DX scores and RFS, respectively.
Results:
Increasing objective ND was associated with aggressive tumor biology (up-regulated NF-kB , activator protein 1, down-regulated IRF , and signal transducer and activator of transcription) and SNS activation (up-regulated CREB ). Increasing subjective ND (eg, threat to safety) was associated with up-regulated NF-kB and CREB and down-regulated IRF . These TF patterns were associated with high-risk Oncotype DX scores and shorter RFS.
Conclusions:
In the largest human social genomics study, objective and subjective ND were significantly associated with TFs of aggressive biology and SNS activation. These TFs also correlated with worse clinical outcomes, implicating SNS activation as one potential mechanism behind ND survival disparities. These findings remain to be validated in a national cohort.
Related Concept Videos
Tumor Progression
Colon cancer is one of the best-documented examples of tumor progression. Early mutation in the APC gene in colon cells causes a small growth on the colon wall called a polyp. With time, this polyp grows into a benign, pre-cancerous tumor. Further...
The Tumor Microenvironment
Cancer Survival Analysis
Cancer Prevention
Some...
Adaptive Mechanisms in Cancer Cells
Some of the advantages that cancer cells have on normal cells include - enhanced ability to divide without terminally differentiating, induce new blood vessel formation,...

