Evidence map›Paper›PMID 41999546›Full record

ArticleBiological trace element research2026

Association Between Tobacco Smoke Exposure and Cadmium Biomarkers in the US Population: NHANES 2015-2020.

Nandita Sarker, Nusrat Fahmida Trisha, Nishat Tasnim Hasan, Garett Sansom, Taehyun Roh

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Article in Biological trace element research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

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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

5 authors.

Nandita SarkerDepartment of Environmental and Occupational Health, School of Public Health, Texas A&M University, College Station, TX, 77843, USA.
Nusrat Fahmida TrishaDepartment of Epidemiology and Biostatistics, School of Public Health, Texas A&M University, College Station, TX, 77843, USA.
Nishat Tasnim HasanDepartment of Epidemiology and Biostatistics, School of Public Health, Texas A&M University, College Station, TX, 77843, USA.
Garett SansomDepartment of Environmental and Occupational Health, School of Public Health, Texas A&M University, College Station, TX, 77843, USA.
Taehyun RohDepartment of Epidemiology and Biostatistics, School of Public Health, Texas A&M University, College Station, TX, 77843, USA. taehyunroh@tamu.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cigarette smoke contains toxic chemicals, such as cadmium (Cd), which accumulate in the body and cause severe health issues. This study examined associations between tobacco smoke exposure on Cd biomarker levels in the US population. A cross-sectional study was conducted using data from the National Health and Nutrition Examination Survey (2015-2020) for children, adolescents, and adults in the US. The association between serum cotinine levels and blood and creatinine-adjusted urine Cd levels was investigated. Smoke exposure status was categorized by serum cotinine levels into no exposure, light secondhand exposure, heavy secondhand exposure, and active smoking. Survey-weighted multivariable linear regression was conducted to estimate geometric means (GMs) and ratios of GMs, adjusting for covariates. Among adults, compared to individuals with no exposure, those with cotinine concentrations corresponding to the range commonly interpreted as heavy secondhand smoke exposure and active smoking had 1.55 times (95% CI: 1.30, 1.84) and 3.20 times (95% CI: 2.87, 3.57) higher blood Cd levels, respectively, with evidence of a dose-response relationship (p-trend < 0.001). However, for urinary Cd, active smokers showed significantly elevated levels (1.57 times; 95% CI: 1.45, 1.71), while no significant elevation was observed for secondhand smoke exposure. Among children and adolescents, Cd levels did not differ across smoke exposure statuses. Additionally, older age, female sex, lower poverty-income ratio, lower education, and racial minority status were associated with higher Cd exposure. These findings indicate that higher serum cotinine concentrations were associated with higher Cd biomarker levels among adults in the US population.

Indexed as

CadmiumTobacco Smoke PollutionAdolescentAdultBiomarkersChildCotinineCross-Sectional StudiesEnvironmental ExposureFemaleHumansMaleMiddle AgedNutrition SurveysUnited StatesYoung AdultBiomarkersCadmiumCotinineTobacco Smoke PollutionBiomonitoringCadmium exposureCotinine levelHealth disparitiesSecondhand smoke

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Registered trials

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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.