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Original Article

The association between urine cotinine level and hemoglobin and hematocrit levels: a cross-sectional study using the Korea National Health and Nutrition Examination Survey VIII (2019–2021)

Jaehyun An1orcid , Yaeji Lee2orcid , Ehn-Young Kim1orcid , Yu-Jin Kwon3orcid , Ji-Won Lee1,4orcid
Published online: June 30, 2025
1Department of Family Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
2Department of Biostatistics and Computing, Yonsei University, Seoul, Korea
3Department of Family Medicine, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin, Korea
4Institute for Innovation in Digital Healthcare, Yonsei University, Seoul, Korea
Corresponding author:  Yu-Jin Kwon, Tel: +82-31-5189-8777, Fax: +82-31-5189-8567, 
Email: digda3@yuhs.ac
Ji-Won Lee, Tel: +82-2-2019-3480, Fax: +82-2-3462-8209, 
Email: indi5645@yuhs.ac
Received: 28 August 2024   • Revised: 4 November 2024   • Accepted: 6 February 2025
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Background
Smoking is a global health risk known to elevate hemoglobin (HB) levels through its effects on hematopoiesis. Urine cotinine, a metabolite strongly correlated with serum cotinine, serves as an effective biomarker for assessing smoking status. This study aimed to explore the relationship between urinary cotinine levels and both HB and hematocrit (HCT) levels in a Korean population.
Methods
The study analyzed 4,454 healthy participants, categorized into three groups based on urine cotinine tertiles. Steiger’s Z tests were used to assess correlations between HB, HCT levels, and urine cotinine. After adjusting for clinical variables, multiple linear regression was employed to evaluate the relationship between urine cotinine levels and HB/HCT. Receiver operating characteristic curves helped determine the cut-off values for urine cotinine in relation to HB and HCT levels.
Results
After adjusting for covariates, a positive correlation was found between urine cotinine and both HB and HCT levels. HB levels were 18% higher in the second tertile and 23% higher in the highest tertile than the lowest. Similarly, HCT levels increased by 44% in the second tertile and 50% in the highest tertile. The highest tertiles of HB and HCT had values of 504.650 and 202.950, respectively, with area under the curve values of 0.634 for HB and 0.616 for HCT.
Conclusion
This study demonstrates a significant correlation between urine cotinine levels and elevated HB and HCT levels in a representative Korean population. Clinicians should consider urine cotinine levels when assessing anemia in smokers or individuals exposed to secondhand smoke. Further research is needed to validate these findings.

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