Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2023 Jun 29;18(6):e0287756.
doi: 10.1371/journal.pone.0287756. eCollection 2023.

Association between caffeine consumption and bone mineral density in children and adolescent: Observational and Mendelian randomization study

Affiliations

Association between caffeine consumption and bone mineral density in children and adolescent: Observational and Mendelian randomization study

Aiyong Cui et al. PLoS One. .

Abstract

Background: Coffee is the most commonly consumed beverage among children and adolescences. Caffeine was demonstrated to be associated with bone metabolism. However, the relationship between caffeine intake and BMD in children and adolescents remains unclear. This study aimed to identified relationship between caffeine consumption and bone mineral density (BMD) in children and adolescents.

Methods: Based on National Health and Nutrition Examination Survey (NHANES), we conducted an epidemiological cross-section study to measure the relationship between caffeine consumption and BMD in children and adolescents by multivariate linear regression models. Then, five methods of Mendelian randomization (MR) analyses were performed to estimate their causal relationship between coffee and caffeine intake and BMD in children and adolescents. MR-Egger and inverse-variance weighted (IVW) were used to evaluate the heterogeneity effect of instrumental variables (IVs).

Results: In epidemiological studies, individuals with the highest quartile of caffeine intake do not have a significant change in femur neck BMD (β = 0.0016, 95% CI: -0.0096, 0.0129, P = 0.7747), total femur BMD (β = 0.0019, P = 0.7552), and total spine BMD (β = 0.0081, P = 0.1945) compared with the lowest quartile. In MR analysis, the IVW-random effect indicates no causal relationship between coffee consumption and TB- BMD (β = 0.0034, P = 0.0910). Other methods of MR analyses and sensitivity analysis reveals consistent findings. Similarly, the fixed-effects IVW method shows no causal association between caffeine intake and TB-BMD in children and adolescents (β = 0.0202, P = 0.7828).

Conclusions: Our study does not support a causal relationship between caffeine consumption and BMD in children and adolescents. However, more studies are needed to verify our findings, such as its underlying molecular mechanisms and the long-term impact of early caffeine exposure at a younger age.

PubMed Disclaimer

Conflict of interest statement

The authors have declared that no competing interests exist.

Figures

Fig 1
Fig 1. The study design of two‐sample MR analysis.
Fig 2
Fig 2. The scatter plot for MR analyses of causal associations between coffee consumption SNP and TB-BMD.
Abbreviations: TB-BMD: total body bone mineral density. IVW: inverse-variance weighted.
Fig 3
Fig 3. Forest plot to visualize causal effect of each single SNP of coffee consumption and TB-BMD.

References

    1. Styrkarsdottir U, Thorleifsson G, Gudjonsson SA et al.. Sequence variants in the PTCH1 gene associate with spine bone mineral density and osteoporotic fractures. Nat Commun 2016,7:10129. doi: 10.1038/ncomms10129 - DOI - PMC - PubMed
    1. Xiao PL, Cui AY, Hsu CJ et al.. Global, regional prevalence, and risk factors of osteoporosis according to the World Health Organization diagnostic criteria: a systematic review and meta-analysis. Osteoporos Int 2022. - PubMed
    1. Hernlund E, Svedbom A, Ivergård M et al.. Osteoporosis in the European Union: medical management, epidemiology and economic burden. A report prepared in collaboration with the International Osteoporosis Foundation (IOF) and the European Federation of Pharmaceutical Industry Associations (EFPIA). Arch Osteoporos 2013,8:136. - PMC - PubMed
    1. Matkovic V, Jelic T, Wardlaw GM et al.. Timing of peak bone mass in Caucasian females and its implication for the prevention of osteoporosis. Inference from a cross-sectional model. J Clin Invest 1994,93:799–808. doi: 10.1172/JCI117034 - DOI - PMC - PubMed
    1. Rozenberg S, Bruyère O, Bergmann P et al.. How to manage osteoporosis before the age of 50. Maturitas 2020,138:14–25. doi: 10.1016/j.maturitas.2020.05.004 - DOI - PubMed

Publication types