Effect of coffee consumption on thyroid function: NHANES 2007-2012 and Mendelian randomization
- PMID: 37351106
- PMCID: PMC10282749
- DOI: 10.3389/fendo.2023.1188547
Effect of coffee consumption on thyroid function: NHANES 2007-2012 and Mendelian randomization
Abstract
Background: Coffee is one of the most consumed beverages worldwide, but the effects on the thyroid are unknown. This study aims to examine the association between coffee and thyroid function.
Methods: Participant data (≥ 20 years, n = 6578) for the observational study were obtained from NHANES 2007-2012. Analysis was performed using weighted linear regression models and multiple logistic regression models. Genetic datasets for Hyperthyroidism and Hypothyroidism were obtained from the IEU database and contained 462,933 European samples. Mendelian randomization (MR) was used for the analysis, inverse variance weighting (IVW) was the main method of analysis.
Results: In the model adjusted for other covariates, participants who drank 2-4 cups of coffee per day had significantly lower TSH concentrations compared to non-coffee drinkers (b=-0.23, 95% CI: -0.30, -0.16), but no statistically significant changes in TT4, FT4, TT3 and FT3. In addition, participants who drank <2 cups of coffee per day showed a low risk of developing subclinical hypothyroidism. (OR=0.60, 95% CI: 0.41, 0.88) Observational studies and MR studies have demonstrated both that coffee consumption has no effect on the risk of hyperthyroidism and hypothyroidism.
Conclusions: Our study showed that drinking <2 cups of coffee per day reduced the risk of subclinical hypothyroidism and drinking 2-4 cups of coffee reduced serum TSH concentrations. In addition, coffee consumption was not associated with the risk of hyperthyroidism and hypothyroidism.
Keywords: Mendelian randomization; NHANES; coffee; machine learning; thyroid function.
Copyright © 2023 Zhao, Wang, Ji and Cui.
Conflict of interest statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Figures
Similar articles
-
Assessment of the Relationship Between Genetic Determinants of Thyroid Function and Atrial Fibrillation: A Mendelian Randomization Study.JAMA Cardiol. 2019 Feb 1;4(2):144-152. doi: 10.1001/jamacardio.2018.4635. JAMA Cardiol. 2019. PMID: 30673084 Free PMC article.
-
COVID-19 and Thyroid Function: A Bi-Directional Two-Sample Mendelian Randomization Study.Thyroid. 2022 Sep;32(9):1037-1050. doi: 10.1089/thy.2022.0243. Epub 2022 Jul 19. Thyroid. 2022. PMID: 35734897
-
Causal relationship between thyroid dysfunction and gastric cancer: a two-sample Mendelian randomization study.Front Endocrinol (Lausanne). 2024 Apr 26;15:1335149. doi: 10.3389/fendo.2024.1335149. eCollection 2024. Front Endocrinol (Lausanne). 2024. PMID: 38737547 Free PMC article.
-
Causal relationship between thyroid dysfunction and hallux valgus: A two-sample Mendelian randomization study.Front Endocrinol (Lausanne). 2023 Mar 8;14:1115834. doi: 10.3389/fendo.2023.1115834. eCollection 2023. Front Endocrinol (Lausanne). 2023. PMID: 36967762 Free PMC article.
-
Association between maternal thyroid function and risk of gestational hypertension and pre-eclampsia: a systematic review and individual-participant data meta-analysis.Lancet Diabetes Endocrinol. 2022 Apr;10(4):243-252. doi: 10.1016/S2213-8587(22)00007-9. Epub 2022 Mar 4. Lancet Diabetes Endocrinol. 2022. PMID: 35255260 Free PMC article.
Cited by
-
Multi-omics association study integrating GWAS and pQTL data revealed MIP-1α as a potential drug target for erectile dysfunction.Front Pharmacol. 2024 Nov 1;15:1495970. doi: 10.3389/fphar.2024.1495970. eCollection 2024. Front Pharmacol. 2024. PMID: 39555095 Free PMC article.
-
Association between serum Klotho levels and hypothyroidism in older adults: NHANES 2007-2012.Sci Rep. 2024 May 20;14(1):11477. doi: 10.1038/s41598-024-62297-4. Sci Rep. 2024. PMID: 38769411 Free PMC article.
-
Interactions between Polygenetic Variants and Lifestyle Factors in Hypothyroidism: A Hospital-Based Cohort Study.Nutrients. 2023 Sep 3;15(17):3850. doi: 10.3390/nu15173850. Nutrients. 2023. PMID: 37686882 Free PMC article.
-
The impact of coffee consumption on osteoarthritis: insights from NHANES and Mendelian randomization analysis.Front Nutr. 2024 Dec 2;11:1434704. doi: 10.3389/fnut.2024.1434704. eCollection 2024. Front Nutr. 2024. PMID: 39691171 Free PMC article.
-
Casual effect of ulcerative colitis on chronic heart failure: results from a bidirectional Mendelian randomization study.BMC Gastroenterol. 2025 Feb 20;25(1):95. doi: 10.1186/s12876-025-03671-y. BMC Gastroenterol. 2025. PMID: 39979878 Free PMC article.
References
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Medical