# Mediating role of inflammatory markers in the relationship between cotinine levels and total bone mineral density

**Authors:** Lei Huang, Xianghong Wang, Xianxu Zhang, Shicheng Li, Xin Liu, Zhong Ma, Bin Qian, Changlin Zhou, Zhiqiang Luo

PMC · DOI: 10.1371/journal.pone.0329062 · PLOS One · 2025-08-08

## TL;DR

This study shows that smoking lowers bone density, and this effect is partly explained by inflammation-related blood cells like monocytes and neutrophils.

## Contribution

The study identifies monocytes and neutrophils as mediators linking smoking (via cotinine) to reduced bone mineral density.

## Key findings

- Higher cotinine levels were associated with lower total bone mineral density.
- Monocytes and neutrophils each mediated about 19.6% of the cotinine-BMD relationship.
- The relationship between cotinine and BMD showed a nonlinear, 'n-shaped' pattern.

## Abstract

This study investigates the relationship between smoking and total BMD and examines the mediating role of inflammatory markers in this relationship.

In total, 22,022 participants were included in this study, based on data from the National Health and Nutrition Examination Survey for the periods 2001–2006 and 2011–2018. Weighted linear regression models and restricted cubic splines(RCS) were leveraged to examine the linear or nonlinear relationship between serum cotinine levels and total BMD. Additionally, mediation analysis was leveraged to appraise the potential mediating effects of inflammatory markers, such as lymphocytes, monocytes, neutrophils, and platelets, in the relationship between cotinine and total BMD.

After fully adjusting for all covariates, an increase of one unit in cotinine corresponded to a 0.00022 g/cm2 decrease in total BMD (Beta = −0.00022, 95% CI: −0.0003 ~ −0.0000, P = 0.0069). The RCS analysis indicated an “n-shaped” relationship between cotinine and total BMD (P-nonlinear = 0.0069). According to the mediation analysis, monocytes and neutrophils acted as mediators in the relationship between cotinine and total BMD, with mediation effects accounting for 19.8% and 19.6%, respectively.

Smoking serves as a risk factor for reduced BMD, and the impact on BMD is partially mediated by inflammatory markers such as monocytes and neutrophils. Platelets can moderate the effect of cotinine on total BMD to some extent.

## Linked entities

- **Chemicals:** cotinine (PubChem CID 408)

## Full-text entities

- **Diseases:** reduced BMD (MESH:D020388), inflammatory (MESH:D007249)
- **Chemicals:** cotinine (MESH:D003367)

## Full text

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## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12333985/full.md

## References

51 references — full list in the complete paper: https://tomesphere.com/paper/PMC12333985/full.md

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Source: https://tomesphere.com/paper/PMC12333985