Evidence map›Paper›PMID 38684372›Full record

ArticleTobacco control2025

Biomarkers of metal exposure in adolescent e-cigarette users: correlations with vaping frequency and flavouring.

Andrew Kochvar, Gary Hao, Hongying Daisy Dai

Abstract read
In one paragraph

Article in Tobacco control, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Observational
  2. Editorial Perspective: Smoking, vaping and mental health - a perspective on potential causal mechanisms.Journal of child psychology and psychiatry, and allied disciplines · 2026
    Article
  3. Biomarkers of Exposure to Tobacco-Related Toxicants among Adult Nicotine Pouch Users.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Nicotine and Toxicant Exposure among Individuals using both Combustible Cigarettes and E-cigarettes Based on Level of Product Use.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2025
    Article
  9. Review
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

3 authors.

Andrew KochvarUniversity of Nebraska Medical Center, Omaha, Nebraska, USA.
Gary HaoMillard West High School, Omaha, Nebraska, USA.
Hongying Daisy DaiUniversity of Nebraska Medical Center, Omaha, Nebraska, USA daisy.dai@unmc.edu.ORCID 0000-0003-1395-7904

Funding

Effects of Nicotine Concentration Levels in E-cigarettes on Biomarkers of Exposure to Toxicants and Tobacco Use BehaviorsR21DA058328 · NIDA · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI DAI, HONGYING DAISY · 2023 to 2024
$442k
NIDA NIH HHS R21 DA058328
6 · The paper itself

Abstract

backgroundYouth vaping poses a significant public health concern as metals have been detected in e-cigarette aerosols and liquids. This study investigated factors associated with biomarkers of metal exposure.

methodsData were drawn from Wave 5 of the Population Assessment of Tobacco and Health (PATH) Study Youth Panel, a nationally representative sample of US adolescents aged 13-17 years. Urinary biomarkers of exposure to cadmium, lead, and uranium were assessed by vaping frequency (occasional (1-5 days), intermittent (6-19 days), and frequent (20+ days)) in the past 30 days and flavour type (menthol/mint, fruit, and sweet).

resultsAmong 200 exclusive e-cigarette users (median age 15.9 years, 62.9% female), 65 reported occasional use, 45 reported intermittent use, and 81 reported frequent use. The average number of recent puffs per day increased exponentially by vaping frequency (occasional: 0.9 puffs, intermittent: 7.9 puffs, frequent: 27.0 puffs; p=0.001). Both intermittent (0.21 ng/mg creatinine) and frequent users (0.20 ng/mg creatinine) had higher urine lead levels than occasional users (0.16 ng/mg creatinine). Frequent users also had higher urine uranium levels compared with occasional users (0.009 vs 0.005 ng/mg creatinine, p=0.0004). Overall, 33.0% of users preferred using menthol/mint flavours, 49.8% fruit flavours, and 15.3% sweet flavours. Sweet flavour users had higher uranium levels compared with menthol/mint users (0.009 vs 0.005 ng/mg creatinine, p=0.02).

conclusionsVaping in early life could increase the risk of exposure to metals, potentially harming brain and organ development. Regulations on vaping should safeguard the youth population against addiction and exposure to metals.

Indexed as

Electronic Nicotine Delivery SystemsFlavoring AgentsVapingAdolescentBiomarkersCadmiumFemaleHumansLeadMaleUnited StatesUraniumBiomarkersCadmiumFlavoring AgentsLeadUraniumElectronic nicotine delivery devicesHeavy MetalsPriority/special populations

Identifiers

PMID38684372
PMCPMC11518873

What OpenQuestion holds

Textmetadata
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.