Evidence map›Paper›PMID 36962532›Full record

ArticlePLOS global public health2022

Prevalence of elevated blood lead levels and risk factors among children living in Patna, Bihar, India 2020.

M J Brown, P Patel, E Nash, T Dikid, C Blanton, J E Forsyth, R Fontaine, P Sharma, J Keith, B Babu and 4 more

Open access · goldFull text read
In one paragraph

Article in PLOS global public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
2.4field-weighted citation impact, top 12% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed, 23 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Evaluating metal cookware as a source of lead exposure.Journal of exposure science & environmental epidemiology · 2025
    Article
  5. Review
  6. Article
  7. Article
  8. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors at 5 institutions in 2 countries.

M J BrownDepartment of Social and Behavioral Sciences, Harvard Chan School of Public Health, Boston, Massachusetts, United States of America.ORCID https://orcid.org/0000-0003-3023-4281
P PatelNational Center for Disease Control India, New Delhi, India.ORCID https://orcid.org/0000-0001-8976-9075
E NashPure Earth, New York, New York, United States of America.ORCID https://orcid.org/0000-0003-0819-2644
T DikidNational Center for Disease Control India, New Delhi, India.ORCID https://orcid.org/0000-0001-7186-0516
C BlantonDivision of Global Health Protection, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America.
J E ForsythStanford Woods Institute for the Environment, Stanford University, Stanford, California, United States of America.
R FontaineDivision of Global Health Protection, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America.
P SharmaPure Earth, New York, New York, United States of America.
J KeithPure Earth, New York, New York, United States of America.ORCID https://orcid.org/0000-0002-4665-227X
B BabuNational Center for Disease Control India, New Delhi, India.
T P VaisakhNational Center for Disease Control India, New Delhi, India.ORCID https://orcid.org/0000-0002-6075-9524
M J AzarudeenNational Center for Disease Control India, New Delhi, India.ORCID https://orcid.org/0000-0002-8230-4504
B RiramNational Center for Disease Control India, New Delhi, India.ORCID https://orcid.org/0000-0001-5045-237X
A ShrivastavaNational Center for Disease Control India, New Delhi, India.ORCID https://orcid.org/0000-0001-5293-4268
National Center for Disease Control · INPure Earth · USCenters for Disease Control and Prevention · USHarvard University · USPalo Alto Institute · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Childhood lead exposure remains a key health concern for officials worldwide, contributing some 600,000 new cases of intellectually disabled children annually. Most children affected by high exposure to lead live in low- and middle-income countries. The leaded gasoline phase out in India was completed in 2000. Yet, in 2020, an estimated 275 million children aged 0 to 9 years had blood lead levels (BLLs) ≥ 5 μg/dL known to adversely affect intelligence and behavior. Lead sources reported in India include spices, cookware, paint, traditional medicines and cosmetics, and lead-acid battery recycling and repair. However, their relative contribution has not been characterized. More than 200 lead pollution sites related to battery recycling and repair activities were identified in Bihar and Jharkhand, India. Ninety percent of the recycling sites had soil lead concentrations exceeding the US Environmental Protection Agency's standards. We compared blood and environmental lead levels in two groups of children in Patna, Bihar. Households in proximity to battery recycling operations (Proximal n = 67) versus households distal to these operations (Distal n = 68). The average age of children was 40 months; 46% were female. Overall, the geometric mean (GM) BLL was 11.6 μg/dL. GM BLLs of children in Proximal and Distal households were not significantly different (10.2 μg/dL vs. 13.1 μg/dL respectively; p≤0.07). About 87% children, 56 Proximal and 62 Distal had BLLs ≥5 μg/dl. Lead concentrations in environmental samples were significantly higher in Proximal households (soil mean 9.8 vs. 1.6 μg/ft2; dust mean 52.9 vs. 29.9 μg/ft2 p<0.001; Proximal vs. Distal respectively) whereas concentrations in all spices were higher in Distal households (mean 46.8 vs 134.5 ppm p<0.001; Proximal vs. Distal respectively), and turmeric (mean 59.4 vs. 216.9 ppm Proximal vs. Distal respectively). In multivariate analyses for all children lead in spices and turmeric and number of rooms in the house were significant while for the Proximal group only lead in spices remained in the model. The predictive value of these models was poor. For the Distal group, a model with lead concentration in spices, turmeric and soil and number of rooms in the house was a much better fit. Of the 34 water samples collected, 7 were above the Indian standard of 10 ppb for lead in drinking water (2 in the Proximal area, 5 in the Distal area). Children in Patna, Bihar, India are exposed to multiple sources of lead, with lead levels in house dust and loose, locally sourced spices the most likely to increase blood lead levels. A holistic approach to blood lead testing and source identification and remediation are necessary to prevent lead exposure.

Identifiers

PMID36962532
PMCPMC10021519
OpenAlexW4302012249

What OpenQuestion holds

Textfull text, public
LicenceCC0
measurements read162
identifiers read18
Read underepoch 390

Registered trials

None linked

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.