Evidence map›Paper›PMID 39999482›Full record

ArticleEnvironment international2025

Identifying studies evaluating susceptibility factors for chemical health assessments: A case study focused on methylmercury developmental neurotoxicity.

Deborah Segal, Rebecca Nachman, Onyemaechi Nweke, Elizabeth Radke, Geanine Brunson, Bita Khoshhal, G Nicole Helguero, Leonid Kopylev

Abstract read
In one paragraph

Article in Environment international, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Deborah SegalUS EPA, 1200 Pennsylvania Ave, NW, Washington, DC 20460 USA. Electronic address: segal.deborah@epa.gov.
Rebecca NachmanUS EPA, 1200 Pennsylvania Ave, NW, Washington, DC 20460 USA.
Onyemaechi NwekeUS EPA, 1200 Pennsylvania Ave, NW, Washington, DC 20460 USA.
Elizabeth RadkeUS EPA, 1200 Pennsylvania Ave, NW, Washington, DC 20460 USA.
Geanine BrunsonUniversity of Maryland School of Public Health, 4200 Valley Dr, College Park, MD 20742, USA.
Bita KhoshhalGeorge Mason University, 4400 University Drive, MS: 5B7, Fairfax, VA 22030 USA.
G Nicole HelgueroGeorge Mason University, 4400 University Drive, MS: 5B7, Fairfax, VA 22030 USA.
Leonid KopylevUS EPA, 1200 Pennsylvania Ave, NW, Washington, DC 20460 USA.

Funding

Intramural EPA EPA999999
6 · The paper itself

Abstract

Identifying susceptibility factors for adverse health effects from chemical exposures is an important aspect of characterizing human health impacts. However, to date, an efficient approach for identifying these factors has not been established. To address this limitation, two approaches were utilized to find studies that contained susceptibility information using methylmercury (MeHg) developmental neurotoxicity (DNT) as a case study. Both approaches start with a comprehensive literature search of 5 databases on MeHg followed by keyword filtering for potential epidemiology studies; however, the approaches diverged for the subsequent steps. Approach 1 initially included screening of all 7,531 studies captured by the human filter, but was modified when it was determined that 96% of studies found to include susceptibility information were captured by a dose-response filter. Approach 2 developed a susceptibility filter to limit the screening needed. Approach 1 resulted in the identification of 172 studies with information on MeHg DNT susceptibility. Approach 2 reduced screening by 52%, but only captured 74% of PECO-relevant studies when applied to the final study set. Although Approach 2 reduced screening by 12% compared with the use of the dose-response filter in Approach 1, the decreased detection of relevant studies precludes its use in most cases. Expected technological advances that allow refinement of a susceptibility filter to improve performance would be advantageous because of the potential further reduction in screening burden. However, at this time, Approach 1, involving the application of a dose-response filter, is currently recommended for identifying epidemiology papers with information on susceptibility factors.

Indexed as

Environmental PollutantsMercury Poisoning, Nervous SystemMethylmercury CompoundsNeurotoxicity SyndromesEnvironmental ExposureHumansEnvironmental PollutantsMethylmercury CompoundsFilterhuman health riskLiterature searchMethylmercuryScreeningSusceptibilitySystematic review

Identifiers

PMID39999482
PMCPMC11995405

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.