Evidence map›Paper›PMID 41849411›Full record

ArticleJournal of the National Cancer Institute2026

Tobacco-related urinary biomarkers and lung cancer risk in women, a case-cohort analysis.

Mahdi Nalini, Katie M O'Brien, Antonia M Calafat, Lanqing Wang, Jun Feng, Christopher M Reese, Baoyun Xia, Julianne Cook Botelho, Yuesong Wang, Tiffany Seyler and 11 more

Abstract read
In one paragraph

Article in Journal of the National Cancer Institute, 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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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

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

21 authors.

Mahdi NaliniMetabolic Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States.ORCID 0000-0002-7464-9756
Katie M O'BrienEpidemiology Branch, National Institute of Environmental Health Sciences, Research Triangle Park, NC, United States.ORCID 0000-0002-1931-1349
Antonia M CalafatDivision of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, United States.ORCID 0000-0002-9796-7482
Lanqing WangDivision of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, United States.ORCID 0000-0001-6620-7096
Jun FengDivision of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, United States.ORCID 0000-0003-2582-9483
Christopher M ReeseDivision of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, United States.ORCID 0000-0002-7613-6831
Baoyun XiaDivision of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, United States.ORCID 0000-0001-5081-7447
Julianne Cook BotelhoDivision of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, United States.
Yuesong WangDivision of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, United States.ORCID 0000-0001-5089-0855
Tiffany SeylerDivision of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, United States.ORCID 0000-0002-4702-1525
Esther J RohCenter for Tobacco Products, Food and Drug Administration, Silver Spring, MD, United States.ORCID 0000-0002-3349-9827
Nicole A TashakkoriCenter for Tobacco Products, Food and Drug Administration, Silver Spring, MD, United States.ORCID 0009-0007-1783-4932
Aaron BlakneyCenter for Tobacco Products, Food and Drug Administration, Silver Spring, MD, United States.ORCID 0009-0008-6835-9163
Kerui XuDivision for Heart Disease and Stroke Prevention, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA, United States.ORCID 0000-0002-4230-4980
Mitchell H GailBiostatistics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States.
Benjamin C BlountDivision of Laboratory Sciences, National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA, United States.ORCID 0000-0003-4788-8169
Cindy M ChangCenter for Tobacco Products, Food and Drug Administration, Silver Spring, MD, United States.ORCID 0000-0002-2103-8222
Christian C AbnetMetabolic Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States.ORCID 0000-0002-3008-7843
Dale P SandlerEpidemiology Branch, National Institute of Environmental Health Sciences, Research Triangle Park, NC, United States.ORCID 0000-0002-6776-0018
Neal D FreedmanTobacco Control Research Branch, Division of Cancer Control and Population Sciences, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States.ORCID 0000-0003-0074-1098
Arash EtemadiMetabolic Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States.ORCID 0000-0002-3458-1072

Funding

Center for Tobacco ProductsFDA HHSHHSIntramural NIH HHS Z99 CA999999JG CDC HHSNCI NIH HHSNIEHS NIH HHS Z01-ES044005NIH
6 · The paper itself

Abstract

backgroundThe constituents of tobacco smoke that specifically contribute to lung cancer risk have yet to be fully identified. We evaluated associations between biomarkers of potentially harmful constituents-polycyclic aromatic hydrocarbons, tobacco-specific nitrosamines, nicotine, and volatile organic compounds-and lung cancer incidence among US women.

methodsIn a case-cohort study nested within the Sister Study (women aged 35-74 years at baseline, enrolled 2003-2009), data were obtained for a random subcohort and all remaining incident lung cancers through September 2017 (median follow-up = 9.6 years), stratified by race and ethnicity (Hispanic, non-Hispanic Black, non-Hispanic White, others) and smoking status (current, former, never). The analytic sample included 356 cases and 433 noncases. We quantified 30 biomarkers in baseline urine samples and calculated hazard ratios (HRs) for associations between 1-unit increase in biomarker concentrations (log-scale) and lung cancer incidence using weighted Cox regression models adjusted for urinary creatinine and demographic, health, and lifestyle factors.

resultsAmong women who were currently smoking at enrollment, positive associations were observed for biomarkers of polycyclic aromatic hydrocarbons (naphthalene, phenanthrene, pyrene, fluorene; HRs = 1.4-5.3), tobacco-specific nitrosamines (particularly 4-[methylnitrosamino]-1-[3-pyridyl]-1-butanone [nicotine-derived nitrosamine ketone]; HRs = 1.3-2.2), and volatile organic compounds (xylene, acrylamide, acrylonitrile, 1,2-dibromoethane and/or vinyl-chloride and/or ethylene-oxide and/or acrylonitrile, acrolein, styrene and/or ethylbenzene, benzene, dimethylformamide and/or methylisocyanate, 1,3-butadiene, crotonaldehyde, isoprene; HRs = 1.6-4.4). Associations with biomarkers of most polycyclic aromatic hydrocarbons, nicotine-derived nitrosamine ketone, xylene, and dimethylformamide and/or methylisocyanate remained after additional adjustment for smoking frequency, duration, and nicotine metabolites. In women who did not smoke, positive associations were observed for styrene and/or ethylbenzene and dimethylformamide and/or methylisocyanate biomarkers.

conclusionExposure to polycyclic aromatic hydrocarbons, tobacco-specific nitrosamines, and several volatile organic compounds through tobacco smoking were associated with increased lung cancer risk among women.

Indexed as

BiomarkersLung NeoplasmsSmokingAdultAgedBiomarkers, TumorCase-Control StudiesCohort StudiesFemaleHumansIncidenceMiddle AgedNicotineNitrosaminesPolycyclic Aromatic HydrocarbonsRisk FactorsBiomarkersBiomarkers, TumorNicotineNitrosaminesPolycyclic Aromatic HydrocarbonsVolatile Organic Compounds

Identifiers

PMID41849411
PMCPMC13155527

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