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肠道微生物群与椎间盘退变:一项双向两样本 Mendelian 随机研究。

Gut microbiota and intervertebral disc degeneration: a bidirectional two-sample Mendelian randomization study.

机构信息

Department of Spine Surgery, Tianjin Hospital, Tianjin University, No. 406 Jiefang South Rd, Hexi District, Tianjin, 300211, China.

Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, China.

出版信息

J Orthop Surg Res. 2023 Aug 14;18(1):601. doi: 10.1186/s13018-023-04081-0.

Abstract

BACKGROUND

Although previous studies have suggested a close association between gut microbiota (GM) and intervertebral disc degeneration (IVDD), the causal relationship between them remains unclear. Hence, we thoroughly investigate their causal relationship by means of a two-sample Mendelian randomization (MR) study, aiming to determine the impact of gut microbiota on the risk of developing intervertebral disc degeneration.

METHODS

Summary data from genome-wide association studies of GM (the MiBioGen) and IVDD (the FinnGen biobank) have been acquired. The inverse variance weighted (IVW) method was utilized as the primary MR analysis approach. Weighted median, MR-Egger regression, weighted mode, and simple mode were used as supplements. The Mendelian randomization pleiotropy residual sum and outlier (MR-PRESSO) and MR-Egger regression were performed to assess horizontal pleiotropy. Cochran's Q test evaluated heterogeneity. Leave-one-out sensitivity analysis was further conducted to determine the reliability of the causal relationship. A reverse MR analysis was conducted to assess potential reverse causation.

RESULTS

We identified nine gut microbial taxa that were causally associated with IVDD (P < 0.05). Following the Benjamini-Hochberg corrected test, the association between the phylum Bacteroidetes and a higher risk of IVDD remained significant (IVW FDR-corrected P = 0.0365). The results of the Cochrane Q test did not indicate heterogeneity (P > 0.05). Additionally, both the MR-Egger intercept test and the MR-PRESSO global test revealed that our results were not influenced by horizontal pleiotropy (P > 0.05). Furthermore, the leave-one-out analysis substantiated the reliability of the causal relationship. In the reverse analysis, no evidence was found to suggest that IVDD has an impact on the gut microbiota.

CONCLUSION

Our results validate the potential causal impact of particular GM taxa on IVDD, thus providing fresh insights into the gut microbiota-mediated mechanism of IVDD and laying the groundwork for further research into targeted preventive measures.

摘要

背景

尽管先前的研究表明肠道微生物群(GM)与椎间盘退变(IVDD)之间存在密切关联,但它们之间的因果关系尚不清楚。因此,我们通过两样本孟德尔随机化(MR)研究彻底研究了它们之间的因果关系,旨在确定肠道微生物群对椎间盘退变风险的影响。

方法

获取了 GM(MiBioGen)和 IVDD(FinnGen 生物库)的全基因组关联研究的汇总数据。使用逆方差加权(IVW)方法作为主要的 MR 分析方法。加权中位数、MR-Egger 回归、加权模式和简单模式作为补充。使用孟德尔随机化偏倚残差和异常值(MR-PRESSO)和 MR-Egger 回归来评估水平偏倚。Cochran's Q 检验评估异质性。进一步进行了Leave-one-out 敏感性分析,以确定因果关系的可靠性。进行了反向 MR 分析,以评估潜在的反向因果关系。

结果

我们确定了九个与 IVDD 有因果关系的肠道微生物类群(P < 0.05)。在经过 Benjamini-Hochberg 校正测试后,厚壁菌门与 IVDD 风险增加之间的关联仍然显著(IVW FDR 校正 P = 0.0365)。Cochran's Q 检验的结果表明没有异质性(P > 0.05)。此外,MR-Egger 截距检验和 MR-PRESSO 全局检验均表明我们的结果不受水平偏倚的影响(P > 0.05)。此外,缺失值分析证实了因果关系的可靠性。在反向分析中,没有证据表明 IVDD 对肠道微生物群有影响。

结论

我们的结果验证了特定 GM 类群对 IVDD 的潜在因果影响,从而为肠道微生物群介导的 IVDD 机制提供了新的见解,并为进一步研究靶向预防措施奠定了基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/055d/10424333/145d33934e1a/13018_2023_4081_Fig1_HTML.jpg

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