Meta-analysis2025Open access

Effect of egg consumption on circulating choline, betaine, and trimethylamine n-oxide in adults: a systematic review and meta-analysis of randomized controlled trials

Aryaeian N, Heydarian A, Tahvilian N, Hosseini H, Ahmadi AR, Davarpanah SH

Nutrition journal · 2 citations

How it was studied

Design
Meta-analysis (indexed by PubMed)
Studied in
People
Main outcome
Health markers and function
Intake measured by
Not stated

Who paid for it

Funding
Independent funding
University or hospital
Iran University of Medical Sciences

Based on 1 listed funder(s).

Publication

Published
2025-10-27 · Nutr J · vol. 24 · issue 1 · p. 165
Publisher
BioMed Central
Cited
4 citations · more than 76% of similar papers · 1.1× the field average
References
64 works
Access
Open access (journal) · CC-BY-NC-ND
Research areas
Folate and B Vitamins Research · Metabolism and Genetic Disorders · Alcoholism and Thiamine Deficiency
Keywords
Randomized controlled trial, Choline, Betaine, Trimethylamine, Consumption (sociology)
MeSH
humans, choline, betaine, methylamines, diet, eggs, adult, middle aged, female, male, randomized controlled trials as topic

6 authors

From IR

  • Naheed AryaeianIran University of Medical Sciences
  • Azadeh HeydarianIran University of Medical Sciences
  • Negin TahvilianShahid Sadoughi University of Medical Sciences and Health Services
  • Hossein Mirshojaeian HosseiniUrmia University; Urmia University of Medical Sciences
  • Amirhossein Ramezani AhmadiIsfahan University of Medical Sciences
  • Seyedeh Hajar Davarpanah · correspondingIran University of Medical Sciences; Tehran University of Medical Sciences

Abstract

Background and objective

Eggs are rich in choline and other methyl donors that may influence metabolic health, yet their effects on circulating metabolites such as choline, betaine, and trimethylamine N-oxide (TMAO) remain unclear. Understanding these effects is critical due to potential links with cardiometabolic risk. This study aimed to systematically evaluate and quantitatively synthesize the effects of egg consumption on plasma levels of choline, betaine, and TMAO in randomized controlled trials (RCTs), and to explore potential effect modifiers.

Methods

A systematic search of electronic databases was conducted to identify RCTs examining the effects of egg consumption on circulating choline, betaine, and TMAO. Data were pooled using random-effects meta-analyses. Subgroup analyses were performed based on age, body mass index, health status, study design, duration, and egg dosage. Meta-regression was conducted to assess the influence of age, dose, and duration. Publication bias was evaluated using Egger's and Begg's tests, funnel plots, and trim-and-fill analysis. The certainty of evidence was assessed using the NutriGRADE tool, which is specifically recommended for nutrition meta-analyses.

Results

Six RCTs (n = 5 for betaine and TMAO; n = 6 for choline) were included. Multi-arm trials were combined into single pairwise comparisons per outcome, as per Cochrane Handbook Sect. 23.3.4, to avoid unit-of-analysis errors. No significant overall effects were observed for choline (WMD = 0.10; 95% CI: - 0.92 to 1.12; p = 0.847), betaine (WMD = 0.21; 95% CI: - 8.50 to 8.92; p = 0.962), or TMAO (WMD = - 0.08; 95% CI: - 0.47 to 0.32; p = 0.692). High heterogeneity was noted for choline and betaine (I² > 85%), but low for TMAO (I² = 23%). Subgroup analyses showed significant choline increases among older adults (> 45 years) and individuals with metabolic syndrome or obesity. Meta-regression revealed a negative association between egg dose and both choline and betaine levels (p < 0.001). Publication bias was suggested for betaine but not for choline or TMAO. The NutriGRADE assessment indicated moderate certainty of evidence for choline (score 7.75), betaine (7.05), and TMAO (7.25), with downgrades mainly due to imprecision and heterogeneity.

Conclusions

No clear effect of egg consumption on circulating choline, betaine, or TMAO levels could be demonstrated. Age and metabolic status may influence choline responses, and higher egg doses may attenuate choline and betaine levels. Based on NutriGRADE, the overall certainty of evidence was rated as moderate for all three outcomes. Further long-term, high-quality RCTs are needed to clarify these associations.

Abstract via Europe PMC. Copyright remains with the authors or publisher (CC BY-NC-ND).

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