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Epigenetic predictors of all-cause mortality are associated with objective measures of neighborhood disadvantage in an urban population
- Source :
- Clinical Epigenetics
- Publication Year :
- 2020
- Publisher :
- Springer Science and Business Media LLC, 2020.
-
Abstract
- Background Neighborhood characteristics are robust predictors of overall health and mortality risk for residents. Though there has been some investigation of the role that molecular indicators may play in mediating neighborhood exposures, there has been little effort to incorporate newly developed epigenetic biomarkers into our understanding of neighborhood characteristics and health outcomes. Methods Using 157 participants of the Detroit Neighborhood Health Study with detailed assessments of neighborhood characteristics and genome-wide DNA methylation profiling via the Illumina 450K methylation array, we assessed the relationship between objective neighborhood characteristics and a validated DNA methylation-based epigenetic mortality risk score (eMRS). Associations were adjusted for age, race, sex, ever smoking, ever alcohol usage, education, years spent in neighborhood, and employment. A secondary model additionally adjusted for personal neighborhood perception. We summarized 19 neighborhood quality indicators assessed for participants into 9 principal components which explained over 90% of the variance in the data and served as metrics of objective neighborhood quality exposures. Results Of the nine principal components utilized for this study, one was strongly associated with the eMRS (β = 0.15; 95% confidence interval = 0.06–0.24; P = 0.002). This principal component (PC7) was most strongly driven by the presence of abandoned cars, poor streets, and non-art graffiti. Models including both PC7 and individual indicators of neighborhood perception indicated that only PC7 and not neighborhood perception impacted the eMRS. When stratified on neighborhood indicators of greenspace, we observed a potentially protective effect of large mature trees as this feature substantially attenuated the observed association. Conclusion Objective measures of neighborhood disadvantage are significantly associated with an epigenetic predictor of mortality risk, presenting a potential novel avenue by which neighborhood-level exposures may impact health. Associations were independent of an individual’s perception of their neighborhood and attenuated by neighborhood greenspace features. More work should be done to determine molecular risk factors associated with neighborhoods, and potentially protective neighborhood features against adverse molecular effects.
- Subjects :
- Adult
Male
0301 basic medicine
Michigan
Urban Population
media_common.quotation_subject
Population
Neighborhood Disadvantage
Epigenesis, Genetic
Social determinants of health
03 medical and health sciences
0302 clinical medicine
Residence Characteristics
Risk Factors
Cause of Death
Environmental health
Perception
Genetics
Humans
030212 general & internal medicine
Epigenetics
education
Molecular Biology
Genetics (clinical)
Aged
Oligonucleotide Array Sequence Analysis
media_common
Urban populations
education.field_of_study
DNA methylation
Framingham Risk Score
Research
Urban Health
social sciences
Middle Aged
Models, Theoretical
Mortality predictors
Confidence interval
030104 developmental biology
Feature (computer vision)
Neighborhood disadvantage
population characteristics
Female
Psychology
human activities
Genome-Wide Association Study
Developmental Biology
Subjects
Details
- ISSN :
- 18687083 and 18687075
- Volume :
- 12
- Database :
- OpenAIRE
- Journal :
- Clinical Epigenetics
- Accession number :
- edsair.doi.dedup.....f2d8e4287359d9bf7f0c5a304ae2f456
- Full Text :
- https://doi.org/10.1186/s13148-020-00830-8