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Record W4414950575 · doi:10.1016/j.envint.2025.109781

Quantitative assessment of the radon (222Rn) decay product 210Pb in human toenails as a sensitive measure of personalized long-term radon gas exposure history

2025· article· en· W4414950575 on OpenAlexafffundabout
Kerri Miller, Dustin D. Pearson, Sophie C. Pett, Michael E. Wieser, Aaron A. Goodarzi

Bibliographic record

VenueEnvironment International · 2025
Typearticle
Languageen
FieldHealth Professions
TopicRadioactivity and Radon Measurements
Canadian institutionsUniversity of Calgary
FundersCanadian Cancer Society Research InstituteCanadian Institutes of Health ResearchHealth CanadaAlberta Real Estate FoundationCanada Research ChairsCanadian Cancer SocietyNatural Sciences and Engineering Research Council of CanadaArnie Charbonneau Cancer Institute, University of Calgary
KeywordsRadonRadon exposureRadon gasLung cancerDosimetryExposure assessmentRisk assessmentDecay product

Abstract

fetched live from OpenAlex

Lung cancer mortality can be lowered through early-diagnostic screening of people demonstrating a ≥1.5 % 6-year risk of tumor development. However, many who develop lung cancer are ineligible for screening (∼40 % of Canadian patients) as they have insufficient tobacco smoking history. Tools to assess individual lung cancer risk based on exposure to other prevalent environmental carcinogens such as radon ( 222 Rn) gas are lacking. Here, we explore ultrasensitive quantification of the 222 Rn decay product 210 Pb in toenails (n = 39) as an indicator of personalized, long-term radon exposure history. Toenail cuttings from adults inhaling elevated indoor radon in their primary house (average radon = 354.9 Bq/m 3 ) over a mean of 26.5y (equating to 427 mSv radiation dose) contained 0.298 femtograms of 210 Pb per nanogram of stable Pb. By contrast, only 0.075 femtograms 210 Pb per nanogram Pb were detected in toenails from low radon exposure controls (28.4 Bq/m 3 over 22.5y equating to 22.8 mSv) – a 397 % difference. Notably, elevated radon decay products (0.245 femtograms of 210 Pb per nanogram Pb) persisted in toenails from highly radon-exposed people (545.6 Bq/m 3 over 18.5y equating to 283 mSv) who, up to 6 years prior to toenail collection, had mitigated their primary residence to reduce radon (post-mitigation radon = 28.1 Bq/m 3 ). No differences were detected on the basis of sex, age, tobacco smoking history, or 210 Pb-rich game meat consumption. These data suggest that toenail 210 Pb/Pb isotope (amount) ratios show promise for evaluating individualized retrospective radon dosimetry history – an approach that may become helpful to assess non-tobacco lung cancer risk in the future.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.195
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.062
GPT teacher head0.394
Teacher spread0.332 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations4
Published2025
Admission routes3
Has abstractyes

Explore more

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