Exploring the causal effects of the gut microbiome on serum lipid levels: A two-sample Mendelian randomization analysis

• Published in: Frontiers in microbiology Vol. 14; p. 1113334
• Main Authors: Guo, Gongjie, Wu, Yonglin, Liu, Yingjian, Wang, Zixian, Xu, Guifeng, Wang, Xipei, Liang, Feiqing, Lai, Weihua, Xiao, Xiao, Zhu, Qian, Zhong, Shilong
• Format: Journal Article
• Language: English
• Published: Switzerland Frontiers Media S.A 16-02-2023
• Subjects: causal relationship; dyslipidemia; gut microbiota; Mendelian randomization; Microbiology; serum lipid levels; serum lipid levels; Mendelian randomization; causal relationship; dyslipidemia; gut microbiota
• ISSN: 1664-302X; 1664-302X
• DOI: 10.3389/fmicb.2023.1113334

The gut microbiome was reported to be associated with dyslipidemia in previous observational studies. However, whether the composition of the gut microbiome has a causal effect on serum lipid levels remains unclear.
A two-sample Mendelian randomization (MR) analysis was conducted to investigate the potential causal relationships between gut microbial taxa and serum lipid levels, including low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), total cholesterol (TC), and log-transformed triglyceride (TG) levels.
Summary statistics of genome-wide association studies (GWASs) for the gut microbiome and four blood lipid traits were obtained from public datasets. Five recognized MR methods were applied to assess the causal estimates, among which, the inverse-variance weighted (IVW) regression was used as the primary MR method. A series of sensitivity analyses were performed to test the robustness of the causal estimates.
The combined results from the five MR methods and sensitivity analysis showed 59 suggestive causal associations and four significant causal associations. In particular, genus
was associated with higher LDL-C (
 = 3.01 × 10
) and TC levels (
 = 2.11 × 10
), phylum
was correlated with higher LDL-C level (
 = 4.10 × 10
), and genus
was associated with lower TG level (
 = 2.19 × 10
).
This research may provide novel insights into the causal relationships of the gut microbiome on serum lipid levels and new therapeutic or prevention strategies for dyslipidemia.