Nursing Department, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Department of Epidemiology, School of Public Health, Zhejiang Chinese Medical University, Hangzhou, 310053, Zhejiang, China.
Clin Rheumatol. 2024 Nov;43(11):3351-3360. doi: 10.1007/s10067-024-07102-3. Epub 2024 Sep 7.
Observational studies have established a connection between gut microbiota and ankylosing spondylitis (AS) risk; however, whether the observed associations are causal remains unclear. Therefore, we conducted a two-sample Mendelian randomization (MR) analysis to assess the potential causal associations of gut microbiota with AS risk.
Instrumental variants of gut microbiota were obtained from the MiBioGen consortium (n = 18,340) and the Dutch Microbiome Project (n = 7738). The FinnGen consortium provided genetic association summary statistics for AS, encompassing 2860 cases and 270,964 controls. We used the inverse-variance weighted (IVW) method as the primary analysis, supplemented with the weighted median method, maximum likelihood-based method, MR pleiotropy residual sum and outlier test, and MR-Egger regression. In addition, we conducted a reverse MR analysis to assess the likelihood of reverse causality.
After the Bonferroni correction, species Bacteroides vulgatus remained statistically significantly associated with AS risk (odds ratio (OR) 1.55, 95% confidence interval (CI) 1.22-1.95, P = 2.55 × 10). Suggestive evidence of associations of eleven bacterial traits with AS risk was also observed (P < 0.05 by IVW). Among them, eight were associated with an elevated AS risk (OR 1.37, 95% CI 1.07-1.74, P = 0.011 for phylum Verrucomicrobia; OR 1.31, 95% CI 1.03-1.65, P = 0.026 for class Verrucomicrobiae; OR 1.17, 95% CI 1.01-1.36, P = 0.035 for order Bacillales; OR 1.31, 95% CI 1.03-1.65, P = 0.026 for order Verrucomicrobiales; OR 1.43, 95% CI 1.13-1.82, P = 0.003 for family Alcaligenaceae; OR 1.31, 95% CI 1.03-1.65, P = 0.026 for family Verrucomicrobiaceae; OR 1.31, 95% CI 1.03-1.65, P = 0.026 for genus Akkermansia; OR 1.55, 95% CI 1.19-2.02, P = 0.001 for species Sutterella wadsworthensis). Three traits exhibited a negative association with AS risk (OR 0.68, 95% CI 0.53-0.88, P = 0.003 for genus Dialister; OR 0.84, 95% CI 0.72-0.97, P = 0.020 for genus Howardella; OR 0.75, 95% CI 0.59-0.97, P = 0.026 for genus Oscillospira). Consistent associations were observed when employing alternate MR methods. In the reverse MR, no statistically significant correlations were detected between AS and these bacterial traits.
Our results revealed the associations of several gut bacterial traits with AS risk, suggesting a potential causal role of gut microbiota in AS development. Nevertheless, additional research is required to clarify the mechanisms by which these bacteria influence AS risk. Key Points • The association of gut microbiota with AS risk in observational studies is unclear. • This MR analysis revealed associations of 12 gut bacterial traits with AS risk.
观察性研究已经证实肠道微生物群与强直性脊柱炎(AS)风险之间存在关联;然而,观察到的关联是否具有因果关系尚不清楚。因此,我们进行了两样本孟德尔随机化(MR)分析,以评估肠道微生物群与 AS 风险之间潜在的因果关联。
从 MiBioGen 联盟(n=18340)和荷兰微生物组计划(n=7738)获得肠道微生物的工具变量。FinnGen 联盟提供了 AS 的遗传关联汇总统计数据,包括 2860 例病例和 270964 例对照。我们使用逆方差加权(IVW)方法作为主要分析方法,辅之以加权中位数法、最大似然法、MR 偏倚残差和异常值检验以及 MR-Egger 回归。此外,我们还进行了反向 MR 分析,以评估反向因果关系的可能性。
在 Bonferroni 校正后,物种 Bacteroides vulgatus 与 AS 风险仍存在统计学显著关联(比值比(OR)1.55,95%置信区间(CI)1.22-1.95,P=2.55×10)。11 种细菌特征与 AS 风险的关联也有提示性证据(IVW 时 P<0.05)。其中,有八种与 AS 风险升高相关(OR 1.37,95%CI 1.07-1.74,P=0.011 用于门 Verrucomicrobia;OR 1.31,95%CI 1.03-1.65,P=0.026 用于纲 Verrucomicrobiae;OR 1.17,95%CI 1.01-1.36,P=0.035 用于目 Bacillales;OR 1.31,95%CI 1.03-1.65,P=0.026 用于目 Verrucomicrobiales;OR 1.43,95%CI 1.13-1.82,P=0.003 用于科 Alcaligenaceae;OR 1.31,95%CI 1.03-1.65,P=0.026 用于科 Verrucomicrobiaceae;OR 1.31,95%CI 1.03-1.65,P=0.026 用于属 Akkermansia;OR 1.55,95%CI 1.19-2.02,P=0.001 用于种 Sutterella wadsworthensis)。有三个特征与 AS 风险呈负相关(OR 0.68,95%CI 0.53-0.88,P=0.003 用于属 Dialister;OR 0.84,95%CI 0.72-0.97,P=0.020 用于属 Howardella;OR 0.75,95%CI 0.59-0.97,P=0.026 用于属 Oscillospira)。当使用替代 MR 方法时,观察到一致的关联。在反向 MR 中,未检测到 AS 与这些细菌特征之间存在统计学显著相关性。
我们的结果揭示了几种肠道细菌特征与 AS 风险之间的关联,表明肠道微生物群在 AS 发病机制中可能具有潜在的因果作用。然而,需要进一步的研究来阐明这些细菌影响 AS 风险的机制。
观察性研究中肠道微生物群与 AS 风险的关联尚不清楚。
本 MR 分析揭示了 12 种肠道细菌特征与 AS 风险之间的关联。