The decline in children’s Blood Lead Levels (BLL) raises questions about the ability of current lead poisoning screening criteria to identify those children most exposed. The objectives of the study were to evaluate the performance of current screening criteria in identifying children with blood lead levels higher than 50 µg/L in France, and to propose new criteria. Data from a national French survey, conducted among 3831 children aged 6 months to 6 years in 2008–2009 were used. The sensitivity and specificity of the current criteria in predicting blood lead levels higher than or equal to 50 µg/L were evaluated. Two predictive models of BLL above 44 µg/L (for lack of sufficient sample size at 50 µg/L) were built: the first using current criteria, and the second using newly identified risk factors. For each model, performance was studied by calculating the area under the ROC (Receiver Operating Characteristic) curve. The sensitivity of current criteria for detecting BLL higher than or equal to 50 µg/L was 0.51 (0.26; 0.75) and specificity was 0.66 (0.62; 0.70). The new model included the following criteria: foreign child newly arrived in France, mother born abroad, consumption of tap water in the presence of lead pipes, pre-1949 housing, period of construction of housing unknown, presence of peeling paint, parental smoking at home, occupancy rates for housing and child’s address in a cadastral municipality or census block comprising more than 6% of housing that is potentially unfit and built pre-1949. The area under the ROC curve was 0.86 for the new model, versus 0.76 for the current one. The lead poisoning screening criteria should be updated. The risk of industrial, occupational and hobby-related exposure could not be assessed in this study, but should be kept as screening criteria.
Screening for Elevated Blood Lead Levels in Children: Assessment of Criteria and a Proposal for New Ones in France
A. Etchevers,P. Glorennec,Y. Le Strat,C. Lecoffre,P. Bretin,A. Le Tertre
Published 2015 in International Journal of Environmental Research and Public Health
ABSTRACT
PUBLICATION RECORD
- Publication year
2015
- Venue
International Journal of Environmental Research and Public Health
- Publication date
2015-12-01
- Fields of study
Medicine, Environmental Science
- Identifiers
- External record
- Source metadata
Semantic Scholar, PubMed
CITATION MAP
EXTRACTION MAP
CLAIMS
CONCEPTS
- area under the roc curve
A threshold-agnostic measure of discrimination based on the receiver operating characteristic curve.
Aliases: AUC, ROC AUC
- blood lead levels higher than or equal to 50 µg/l
A blood lead concentration threshold used as the primary high-exposure outcome in the evaluation.
Aliases: BLL >= 50 µg/L, BLL higher than or equal to 50 µg/L
- current screening criteria
The preexisting French lead-poisoning screening rule set used as the comparator in the analysis.
Aliases: current criteria
- industrial, occupational and hobby-related exposure
Exposure pathways from industry, work, or hobbies that were not measured in the survey.
Aliases: industrial exposure, occupational exposure, hobby-related exposure
- lead poisoning screening criteria
The broader clinical screening criteria for identifying children at risk of lead poisoning in France.
Aliases: screening criteria
- national french survey
A national survey of 3,831 children aged 6 months to 6 years in France in 2008-2009 that supplied the study data.
Aliases: French survey
- newly identified risk factors
The set of demographic, housing, and environmental predictors selected for the proposed model.
Aliases: newly identified criteria, risk factors
- new predictive model
The model built from the newly selected predictors to classify children above the lead threshold.
Aliases: new model
- proposed screening criteria
The revised screening rule set assembled from the selected risk factors.
Aliases: new criteria, proposed criteria
REFERENCES
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