Identification of high lead exposure locations in Ohio at the census tract scale using a generalizable geospatial hotspot approach

BACKGROUND

Lead is a persistent, ubiquitous pollutant whose historical sources have been largely addressed through regulation and voluntary actions. The United States (U.S.) has achieved significant decreases in children's blood lead levels (BLL) over the past 40 years; however, there is no known safe level of Pb exposure. Some communities continue to be disproportionately impacted by exposure to Pb, including Black children and families living in older homes.

OBJECTIVE

To identify Ohio (OH) census tracts with children exposed to Pb and evaluate potential exposure determinants.

METHODS

We obtained individual children's blood Pb data from 2005-2018 in OH. The percent of children with elevated BLL (EBLL) was calculated for OH census tracts using three blood Pb reference values (3.5, 5, and 10 µg/dL). Getis-Ord Gi* geospatial hotspot or top 20th percentile methodologies were then applied to identify "hotspots." Findings across multiple time periods and blood Pb reference values were evaluated and compared with existing Pb exposure indices and models.

RESULTS

Consistency was observed across different blood Pb reference values, with the main hotspots identified at 3.5 µg/dL, also identified at 5 and 10 µg/dL. Substantial gains in public health were demonstrated, with the biggest decreases in the number of census tracts with EBLL observed between 2008-2010 and 2011-2013. Across OH, 355 census tracts (of 2850) were identified as hotspots across 17 locations, with the majority in the most populated cites. Generally, old housing and sociodemographic factors were indicators of these EBLL hotspots. A smaller number of hotspots were not associated with these exposure determinants. Variables of race, income, and education level were all strong predictors of hotspots.

IMPACT STATEMENT

The Getis-Ord Gi* geospatial hotspot analysis can inform local investigations into potential Pb exposures for children living in OH. The successful application of a generalizable childhood blood Pb methodology at the census tract scale provides results that are more readily actionable. The moderate agreement of the measured blood Pb results with public Pb indices provide confidence that these indices can be used in the absence of available blood Pb surveillance data. While not a replacement for universal blood Pb testing, a consistent approach can be applied to identify areas where Pb exposure may be problematic.

A Generalizable Evaluated Approach, Applying Advanced Geospatial Statistical Methods, to Identify High Lead Exposure Locations at Census Tract Scale: Michigan Case Study

BACKGROUND

Despite great progress in reducing environmental lead (Pb) levels, many children in the United States are still being exposed.

OBJECTIVE

Our aim was to develop a generalizable approach for systematically identifying, verifying, and analyzing locations with high prevalence of children's elevated blood Pb levels (EBLLs) and to assess available Pb models/indices as surrogates, using a Michigan case study.

METHODS

We obtained ∼1.9 million BLL test results of children <6 years of age in Michigan from 2006-2016; we then evaluated them for data representativeness by comparing two percentage EBLL (%EBLL) rates (number of children tested with EBLL divided by both number of children tested and total population). We analyzed %EBLLs across census tracts over three time periods and between two EBLL reference values (≥5 vs. ≥10μg/dL) to evaluate consistency. Locations with high %EBLLs were identified by a top 20 percentile method and a Getis-Ord Gi* geospatial cluster "hotspot" analysis. For the locations identified, we analyzed convergences with three available Pb exposure models/indices based on old housing and sociodemographics.

RESULTS

Analyses of 2014-2016 %EBLL data identified 11 Michigan locations via cluster analysis and 80 additional locations via the top 20 percentile method and their associated census tracts. Data representativeness and consistency were supported by a 0.93 correlation coefficient between the two EBLL rates over 11 y, and a Kappa score of ∼0.8 of %EBLL hotspots across the time periods (2014-2016) and reference values. Many EBLL hotspot locations converge with current Pb exposure models/indices; others diverge, suggesting additional Pb sources for targeted interventions.

DISCUSSION

This analysis confirmed known Pb hotspot locations and revealed new ones at a finer geographic resolution than previously available, using advanced geospatial statistical methods and mapping/visualization. It also assessed the utility of surrogates in the absence of blood Pb data. This approach could be applied to other states to inform Pb mitigation and prevention efforts. https://doi.org/10.1289/EHP9705.

Sub-Kelvin cooling for two kilopixel bolometer arrays in the PIPER receiver

The Primordial Inflation Polarization Explorer (PIPER) is a balloon-borne telescope mission to search for inflationary gravitational waves from the early universe. PIPER employs two 32 × 40 arrays of superconducting transition-edge sensors, which operate at 100 mK. An open bucket Dewar of liquid helium maintains the receiver and telescope optics at 1.7 K. We describe the thermal design of the receiver and sub-Kelvin cooling with a continuous adiabatic demagnetization refrigerator (CADR). The CADR operates between 70 and 130 mK and provides ≈10 μW cooling power at 100 mK, nearly five times the loading of the two detector assemblies. We describe electronics and software to robustly control the CADR, overall CADR performance in flightlike integrated receiver testing, and practical considerations for implementation in the balloon float environment.

Sequence and analysis of chromosome 3 of the plant Arabidopsis thaliana

Arabidopsis thaliana is an important model system for plant biologists. In 1996 an international collaboration (the Arabidopsis Genome Initiative) was formed to sequence the whole genome of Arabidopsis and in 1999 the sequence of the first two chromosomes was reported. The sequence of the last three chromosomes and an analysis of the whole genome are reported in this issue. Here we present the sequence of chromosome 3, organized into four sequence segments (contigs). The two largest (13.5 and 9.2 Mb) correspond to the top (long) and the bottom (short) arms of chromosome 3, and the two small contigs are located in the genetically defined centromere. This chromosome encodes 5,220 of the roughly 25,500 predicted protein-coding genes in the genome. About 20% of the predicted proteins have significant homology to proteins in eukaryotic genomes for which the complete sequence is available, pointing to important conserved cellular functions among eukaryotes.

The significance of atypical glandular cells on routine cervical cytologic testing in a community-based population

OBJECTIVES

We sought to determine the follow-up rate of women with glandular atypia on routine Papanicolaou smears in a community-based population and to describe the associated pathologic findings.

STUDY DESIGN

Over a 12-month period, all patients with Papanicolaou smears with atypical glandular cells of undetermined significance were reviewed for demographic and clinical characteristics and followed up for a period of 12 to 24 months.

RESULTS

Of the 48,890 Papanicolaou smears examined, 141 (0.29%) were diagnosed with atypical glandular cells of undetermined significance. Of these, 22 (17.6%) had no record of any subsequent investigation, and only 64 (51.2%) were monitored with both colposcopy and biopsy. Of the 64 biopsy specimens, 39 (60.9%) were positive for disease. Twenty-six (66.7%) were of squamous origin, with the most advanced lesion being cervical intraepithelial neoplasia 3. An additional patient had a combined cervical intraepithelial neoplasia and adenocarcinoma in situ lesion. Four (10.3%) additional patients had glandular cervical lesions, 2 benign polyps and 2 adenocarcinoma in situ lesions. Seven (17.9%) patients had endometrial lesions (benign polyps, 2 patients; complex atypical endometrial hyperplasia, 1 patient; and endometrial carcinoma, 4 patients). One patient had ovarian cystadenocarcinoma. Postmenopausal women were 5 times more likely to have a glandular lesion. Women with abnormal vaginal bleeding were also more likely to have a glandular lesion. These same patient groups were also more likely to have endometrial disease.

CONCLUSION

The incidence of atypical glandular cells of undetermined significance on Papanicolaou smears in this community-based population was 0.29%, which is consistent with estimates from institution-based populations. Nearly 50% of women studied were not followed up with tissue biopsy. Of those with a tissue biopsy, 61% had positive findings, including 5 with cancer. Although postmenopausal status and abnormal vaginal bleeding were associated with endometrial or glandular disease, studies of larger patient populations should be conducted to examine potential risk factors for these conditions.

Lung transplantation: the pathologic diagnosis of pulmonary complications

The reliability of bronchoscopy with transbronchial biopsies for the diagnosis of acute graft rejection has recently been questioned. We present our experience with 59 transbronchial and bronchial biopsies and two open-lung biopsies from 12 patients that underwent lung transplantation. The diagnosis of acute rejection was established in 14 biopsies based on the absence of infection and presence of one or more of the following features: perivascular lymphoid infiltrates, usually associated with endothelial swelling; bronchial "acute on chronic" inflammation; and/or angiitis. Problems and potential pitfalls in the diagnosis of acute graft rejection in lung transplant patients are discussed. The biopsies were also sensitive for the diagnosis of cytomegalovirus pneumonitis and fungal infections but were not helpful for the diagnosis of bacterial pneumonias. Indeed, one patient died with Legionella sp. pneumonia diagnosed only on open-lung biopsy after two negative transbronchial biopsies. The significance of other histologic changes, such as nonspecific interstitial pneumonitis, diffuse alveolar damage, acute alveolitis, goblet cell hyperplasia of the bronchial mucosa, and pulmonary infarction, is discussed.