TY - JOUR
T1 - Biomarkers of maternal lead exposure during pregnancy using micro-spatial child deciduous dentine measurements
AU - Gerbi, Lucia
AU - Austin, Christine
AU - Pedretti, Nicolo Foppa
AU - McRae, Nia
AU - Amarasiriwardena, Chitra J.
AU - Mercado-García, Adriana
AU - Torres-Olascoaga, Libni A.
AU - Tellez-Rojo, Martha M.
AU - Wright, Robert O.
AU - Arora, Manish
AU - Elena, Colicino
N1 - Funding Information:
During the preparation of this manuscript, EC was supported by the National Institute of Environmental Health Science (NIEHS): R01ES034521, R01ES032242, 5U2CES026555-03 and P30ES023515. National Institute of Environmental Health Sciences grants R35ES030435 (MA), P30ES023515 (MA, ROW), U2CES030859 (MA), R01ES026033 (MA, ROW, CA), Eunice Kennedy Shriver National Institute of Child Health and Human Development grant R00HD087523 (CA).
Publisher Copyright:
© 2022
PY - 2022/11
Y1 - 2022/11
N2 - Background: Lead is a toxic chemical of public health concern, however limited biomarkers are able to reconstruct prior lead exposures in early-life when biospecimens are not collected and stored. Although child tooth dentine measurements accurately assess past child perinatal lead exposure, it has not been established if they reflect maternal exposure in pregnancy. Aim: To assess the prenatal relationship between child tooth dentine and maternal blood lead measurements and to estimate maternal lead exposure during the 2nd and 3rd trimesters of pregnancy from weekly child dentine profiles. Methods: We measured early-life lead exposure in child tooth dentine and maternal blood from 419 child-mother dyads enrolled in the Programming Research in Obesity, Growth, Environment and Social Stress (PROGRESS) cohort. We employed the Super-Learner algorithm to determine the relationship of dentine lead data with maternal blood lead concentrations and to predict maternal lead from child dentine lead data in blinded analyses. We validated and quantified the bias of our results internally. Results: Mothers had moderate blood lead levels (trimesters: 2nd = 29.45 ug/L, 3rd = 31.78 ug/L). Trimester-averaged and weekly child dentine lead measurements were highly correlated with maternal blood levels in the corresponding trimesters. The predicted trimester-specific maternal lead levels were significantly correlated with actual measured blood values (trimesters: 2nd = 0.83; 3rd = 0.88). Biomarkers of maternal lead exposure discriminated women highly exposed to lead (>mean) with 85 % and 96 % specificity in the 2nd and 3rd trimesters, respectively, with 80 % sensitivity. Discussion: Weekly child dentine lead levels can serve as biomarkers of past child and maternal lead exposures during pregnancy.
AB - Background: Lead is a toxic chemical of public health concern, however limited biomarkers are able to reconstruct prior lead exposures in early-life when biospecimens are not collected and stored. Although child tooth dentine measurements accurately assess past child perinatal lead exposure, it has not been established if they reflect maternal exposure in pregnancy. Aim: To assess the prenatal relationship between child tooth dentine and maternal blood lead measurements and to estimate maternal lead exposure during the 2nd and 3rd trimesters of pregnancy from weekly child dentine profiles. Methods: We measured early-life lead exposure in child tooth dentine and maternal blood from 419 child-mother dyads enrolled in the Programming Research in Obesity, Growth, Environment and Social Stress (PROGRESS) cohort. We employed the Super-Learner algorithm to determine the relationship of dentine lead data with maternal blood lead concentrations and to predict maternal lead from child dentine lead data in blinded analyses. We validated and quantified the bias of our results internally. Results: Mothers had moderate blood lead levels (trimesters: 2nd = 29.45 ug/L, 3rd = 31.78 ug/L). Trimester-averaged and weekly child dentine lead measurements were highly correlated with maternal blood levels in the corresponding trimesters. The predicted trimester-specific maternal lead levels were significantly correlated with actual measured blood values (trimesters: 2nd = 0.83; 3rd = 0.88). Biomarkers of maternal lead exposure discriminated women highly exposed to lead (>mean) with 85 % and 96 % specificity in the 2nd and 3rd trimesters, respectively, with 80 % sensitivity. Discussion: Weekly child dentine lead levels can serve as biomarkers of past child and maternal lead exposures during pregnancy.
KW - Blood lead levels
KW - Machine learning
KW - Pregnancy
KW - Prenatal lead exposure
KW - Super-Learner algorithm
KW - Tooth dentine lead levels
UR - http://www.scopus.com/inward/record.url?scp=85139022050&partnerID=8YFLogxK
U2 - 10.1016/j.envint.2022.107529
DO - 10.1016/j.envint.2022.107529
M3 - Article
C2 - 36191488
AN - SCOPUS:85139022050
VL - 169
JO - Environment international
JF - Environment international
SN - 0160-4120
M1 - 107529
ER -