# Beyond self-reports: serum cotinine reveals sex-and age-related differences of smoking on all-cause and disease-specific mortality

**Authors:** Qi Jiang, Liu Junjun, Xiaochuan Wang, Li Luo, Gaoyan He, Xiaojuan Wu, Qian Min, Ying Long, Wang Wenjun, Tao Zhu, Yu Yao

PMC · DOI: 10.3389/fpubh.2025.1512603 · Frontiers in Public Health · 2025-02-17

## TL;DR

This study uses blood cotinine levels to show how smoking affects mortality differently based on sex and age, revealing threshold effects for various diseases.

## Contribution

The study introduces serum cotinine as a more accurate measure than self-reports to assess smoking-related mortality differences by sex and age.

## Key findings

- Threshold saturation effects were observed in all-cause mortality for both males and females.
- Age significantly influenced all-cause and cardiovascular disease mortality.
- Sex differences were found in cancer and cardiovascular disease mortality patterns.

## Abstract

It is well-known that sex and age play critical roles in smoking-related diseases and mortality. However, quantification of the extent of smoking requires self-reports in these studies, which may yield only partially accurate results. This study investigated sex-and age-related differences in the association between smoking and all-cause, cardiovascular disease, and cancer mortality by measuring serum cotinine levels.

Participants aged 20–85 years from the US National Health and Nutrition Examination Survey (1999–2018) were included. All-cause and disease-specific mortality data were obtained from publicly available user-linked mortality files. Multivariate Cox regression was performed to identify serum cotinine as an independent risk factor of mortality. Subgroup and interaction analyses were performed to investigate these sex and age differences. Smooth curve fitting was conducted to discover potential nonlinear relationships and threshold saturation effects.

Sex was significantly associated with all-cause and cancer mortality. Threshold saturation effects were observed in all-cause mortality among both males and females, cancer mortality among females, and cardiovascular disease mortality among males. Age markedly associated with all-cause and cardiovascular disease mortality. Threshold saturation effects were found in cardiovascular disease mortality among younger adults and cancer mortality among the all-age population.

These findings suggest that there are threshold saturation effects between smoking and mortality, and sex and age differences in smoking-related mortality are inconsistent in different diseases.

## Linked entities

- **Chemicals:** cotinine (PubChem CID 408)
- **Diseases:** cardiovascular disease (MONDO:0004995), cancer (MONDO:0004992)

## Full-text entities

- **Diseases:** cardiovascular disease (MESH:D002318), cancer (MESH:D009369)
- **Chemicals:** cotinine (MESH:D003367)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

37 references — full list in the complete paper: https://tomesphere.com/paper/PMC11873280/full.md

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Source: https://tomesphere.com/paper/PMC11873280