TY - JOUR
T1 - Epigenetic Biomarkers of Lead Exposure and Cardiovascular Disease
T2 - Prospective Evidence in the Strong Heart Study
AU - Lieberman-Cribbin, Wil
AU - Domingo-Relloso, Arce
AU - Navas-Acien, Ana
AU - Cole, Shelley
AU - Haack, Karin
AU - Umans, Jason
AU - Tellez-Plaza, Maria
AU - Colicino, Elena
AU - Baccarelli, Andrea A.
AU - Gao, Xu
AU - Kupsco, Allison
N1 - Funding Information:
This work was funded by the National Institute of Environmental Health Sciences (T32 ES007322). This work was supported by grants by the National Heart, Lung, and Blood Institute (under contract numbers 75N92019D00027, 75N92019D00028, 75N92019D00029, and 75N92019D00030) and previous grants (R01HL090863, R01HL109315, R01HL109301, R01HL109284, R01HL109282, and R01HL109319) and cooperative agreements (U01HL41642, U01HL41652, U01HL41654, U01HL65520, and U01HL65521), by the National Institute of Environmental Health Sciences (R01ES021367, R01ES025216, P42ES010349, and P30ES009089) and by the Spanish Funds for Research in Health Sciences, Carlos III Health Institute, cofunded by European Regional Development Fund (CP12/03080 and PI15/00071). A. Domingo-Relloso was supported by a fellowship from “la Caixa” Foundation (identifier 100010434) (fellowship code “LCF/BQ/DR19/11740016”). Dr Gao was supported by the Peking University Start-up Grant (BMU2021YJ044). During the preparation of this article, Dr Colicino was supported by R01 ES032242 and P30 ES023515. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health or the Indian Health Service. The funders had no role in study design, data collection and analysis, preparation of the manuscript, or decision to submit the manuscript for publication.
Publisher Copyright:
© 2022, American Heart Association Inc. All rights reserved.
PY - 2022/12/6
Y1 - 2022/12/6
N2 - BACKGROUND: Lead is a cardiotoxic metal with a variety of adverse health effects. In the absence of data on bone lead ex-posure, epigenetic biomarkers can serve as indicators of cumulative lead exposure and body burden. Herein, we leveraged novel epigenetic biomarkers of lead exposure to investigate their association with cardiovascular disease (CVD) incidence and mortality. METHODS AND RESULTS: Blood DNA methylation was measured using the Illumina MethylationEPIC BeadChip among 2231 participants of the Strong Heart Study (SHS) at baseline (1989–1991). Epigenetic biomarkers of lead levels in blood, patella, and tibia were estimated using previously identified cytosine-guanine dinucleotide (CpG) sites. CVD incidence and mortality data were available through 2017. Median concentrations of lead epigenetic biomarkers were 13.8 μg/g, 21.3 μg/g, and 2.9 μg/ dL in tibia, patella, and blood, respectively. In adjusted models, the hazard ratio (HR) (95% CI) of CVD mortality per doubling increase in lead epigenetic biomarkers were 1.42 (1.07–1.87) for tibia lead, 1.22 (0.93–1.60) for patella lead, and 1.57 (1.16– 2.11) for blood lead. The corresponding HRs for incident CVD were 0.99 (0.83–1.19), 1.07 (0.89–1.29), and 1.06 (0.87–1.30). The association between the tibia lead epigenetic biomarker and CVD mortality was modified by sex (interaction P value: 0.014), with men at increased risk (HR, 1.42 [95% CI, 1.17–1.72]) compared with women (HR, 1.04 [95% CI, 0.89–1.22]). CONCLUSIONS: Tibia and blood epigenetic biomarkers were associated with increased risk of CVD mortality, potentially reflect-ing the cardiovascular impact of cumulative and recent lead exposures. These findings support that epigenetic biomarkers of lead exposure may capture some of the disease risk associated with lead exposure.
AB - BACKGROUND: Lead is a cardiotoxic metal with a variety of adverse health effects. In the absence of data on bone lead ex-posure, epigenetic biomarkers can serve as indicators of cumulative lead exposure and body burden. Herein, we leveraged novel epigenetic biomarkers of lead exposure to investigate their association with cardiovascular disease (CVD) incidence and mortality. METHODS AND RESULTS: Blood DNA methylation was measured using the Illumina MethylationEPIC BeadChip among 2231 participants of the Strong Heart Study (SHS) at baseline (1989–1991). Epigenetic biomarkers of lead levels in blood, patella, and tibia were estimated using previously identified cytosine-guanine dinucleotide (CpG) sites. CVD incidence and mortality data were available through 2017. Median concentrations of lead epigenetic biomarkers were 13.8 μg/g, 21.3 μg/g, and 2.9 μg/ dL in tibia, patella, and blood, respectively. In adjusted models, the hazard ratio (HR) (95% CI) of CVD mortality per doubling increase in lead epigenetic biomarkers were 1.42 (1.07–1.87) for tibia lead, 1.22 (0.93–1.60) for patella lead, and 1.57 (1.16– 2.11) for blood lead. The corresponding HRs for incident CVD were 0.99 (0.83–1.19), 1.07 (0.89–1.29), and 1.06 (0.87–1.30). The association between the tibia lead epigenetic biomarker and CVD mortality was modified by sex (interaction P value: 0.014), with men at increased risk (HR, 1.42 [95% CI, 1.17–1.72]) compared with women (HR, 1.04 [95% CI, 0.89–1.22]). CONCLUSIONS: Tibia and blood epigenetic biomarkers were associated with increased risk of CVD mortality, potentially reflect-ing the cardiovascular impact of cumulative and recent lead exposures. These findings support that epigenetic biomarkers of lead exposure may capture some of the disease risk associated with lead exposure.
KW - American Indian populations
KW - DNA methylation
KW - epigenetic biomarkers
KW - lead
UR - http://www.scopus.com/inward/record.url?scp=85143614728&partnerID=8YFLogxK
U2 - 10.1161/JAHA.122.026934
DO - 10.1161/JAHA.122.026934
M3 - Article
C2 - 36382957
AN - SCOPUS:85143614728
SN - 2047-9980
VL - 11
JO - Journal of the American Heart Association
JF - Journal of the American Heart Association
IS - 23
M1 - e026934
ER -