ArticleEnvironment international2018
Prenatal lead exposure modifies the effect of shorter gestation on increased blood pressure in children.
Article in Environment international, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
28 citing papers in PubMed, 1 synthesis or guideline pooled it, 41 citations in OpenAlex.
- Toxic Metals and Chronic Kidney Disease: a Systematic Review of Recent Literature.Current environmental health reports · 2018Pooled it
- Baseline exposure-response assessment of metals from dried blood spots and personal household air pollution concentrations among pregnant women in Rwanda: household air pollution intervention network trial.Journal of health, population, and nutrition · 2025Article
- The Impact of Arsenic, Cadmium, Lead, Mercury, and Thallium Exposure on the Cardiovascular System and Oxidative Mechanisms in Children.Current issues in molecular biology · 2025Review
- Machine learning and explainable artificial intelligence to predict and interpret lead toxicity in pregnant women and unborn baby.Frontiers in digital health · 2025Article
- [The association between preterm birth and hypertension].Zhongguo dang dai er ke za zhi = Chinese journal of contemporary pediatrics · 2024Review
- Associations of intrauterine exposure to manganese with fetal and early-childhood growth: a prospective prenatal cohort study.Environmental science and pollution research international · 2024Article
- Longitudinal associations between early-life fluoride exposures and cardiometabolic outcomes in school-aged children.Environment international · 2024Article
- Automated lead toxicity prediction using computational modelling framework.Health information science and systems · 2023Article
- Perinatal Metal and Metalloid Exposures and Offspring Cardiovascular Health Risk.Current environmental health reports · 2022Review
- Article
- Prenatal and early childhood critical windows for the association of nephrotoxic metal and metalloid mixtures with kidney function.Environment international · 2022Article
- Early childhood fluoride exposure and preadolescent kidney function.Environmental research · 2022Article
- Developmental toxicant exposures and sex-specific effects on epigenetic programming and cardiovascular health across generations.Environmental epigenetics · 2022Review
- Human risk associated with the ingestion of artichokes grown in soils irrigated with water contaminated by potentially toxic elements, Junin, Peru.Saudi journal of biological sciences · 2021Article
- Prenatal blood lead levels and reduced preadolescent glomerular filtration rate: Modification by body mass index.Environment international · 2021Article
- Predictors of patterns of weight change 1 year after delivery in a cohort of Mexican women.Public health nutrition · 2021Article
- Nephrotoxic Metal Mixtures and Preadolescent Kidney Function.Children (Basel, Switzerland) · 2021Article
- Exosomal miRNAs in urine associated with children's cardiorenal parameters: a cross-sectional study.Epigenomics · 2021Article
- The association of blood lead levels and renal effects may be modified by genetic combinations of Metallothionein 1A 2A polymorphisms.Scientific reports · 2020Article
- Secondhand smoke exposure and higher blood pressure in children and adolescents participating in NHANES.Preventive medicine · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
14 authors at 7 institutions in 3 countries.
Funding
Abstract
backgroundHigh blood pressure (BP) in childhood is frequently renal in origin and a risk factor for adult hypertension and cardiovascular disease. Shorter gestations are a known risk factor for increased BP in adults and children, due in part to a nephron deficit in children born preterm. As nephrogenesis is incomplete until 36 weeks gestation, prenatal lead exposure occurring during a susceptible period of renal development may contribute to programming for later life renal disease. The relationship between shorter gestation and children's BP has not yet been explored to identify i) critical windows using nonlinear piecewise models or ii) combined with other early life risk factors such as prenatal lead exposure.
objectives(1) To evaluate the nonlinear relationship between lower gestational age and childhood BP measured at 4-6 years of age, and (2) to investigate modification by prenatal lead exposure.
methodsIn a prospective longitudinal birth cohort, we assessed 565 children between 4 and 6 years of age (mean: 4.8 years) in the PROGRESS cohort in Mexico City, Mexico. Gestational age at delivery was calculated using maternal report of last menstrual period (LMP) and confirmed with Capurro physical examination at birth. We measured pregnant women's blood lead levels (BLLs) in the second trimester via inductively coupled plasma-mass spectrometry and children's BP using an automated device. We performed both linear and nonlinear piecewise regression analyses to examine associations of gestational age with children's BP adjusting for children's age, sex, height, prenatal exposure to smoke, and maternal socioeconomic status. We stratified to assess modification by prenatal lead exposure, and used a data-adaptive approach to identify a lead cutpoint.
resultsMaternal second trimester BLLs ranged from 0.7 to 17.8 μg/dL with 112 (20%) women above the CDC guideline level of 5 μg/dL. In adjusted linear regression models, a one week reduction in gestational age was associated with a 0.5 mm Hg (95%CI: 0.2, 0.8) increase in SBP and a 0.4 mm Hg (95%CI 0.1, 0.6) increase in DBP. Our nonlinear models suggested evidence for different magnitude estimates on either side of an estimated join-point at 35.9 weeks' gestation, but did not reach statistical significance. However, when stratified by prenatal lead exposure, we identified a cutpoint lead level of concern of 2.5 μg/dL that suggested an interaction between gestational age and blood lead. Specifically, for BLLs ≥ 2.5 μg/dL, SBP was 1.6 (95%CI: 0.3, 2.9) mm Hg higher per each week reduction in gestational age among children born before 37.0 weeks; and among children born after 37.0 weeks, this relationship was attenuated yet remained significant [β: 0.9, 95%CI (0.2, 1.6)]. At BLLs below 2.5 μg/dL, there was no appreciable association between lower gestational age and SBP.
conclusionsOur findings suggest that shorter gestation combined with higher prenatal lead exposure contributes to a higher risk of increased SBP at 4-6 years of age, particularly among infants born <37 weeks gestation. Our results underscore the importance of preventing prenatal lead exposure - even levels as low as 2.5 μg/dL - especially among pregnant women at risk for preterm birth. Given that high BP in childhood is a risk factor for adult hypertension and cardiovascular disease later in life, these results may have implications that extend across the life span.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.