Department of Pathophysiological Laboratory Sciences, Nagoya University Graduate School of Medicine, Nagoya, Japan.
Division of Neurogenetics, Center for Neurological Diseases and Cancer, Nagoya University Graduate School of Medicine, Nagoya, Japan.
PLoS One. 2021 Nov 23;16(11):e0260451. doi: 10.1371/journal.pone.0260451. eCollection 2021.
The mortality rates of COVID-19 vary widely across countries, but the underlying mechanisms remain unelucidated. We aimed at the elucidation of relationship between gut microbiota and the mortality rates of COVID-19 across countries. Raw sequencing data of 16S rRNA V3-V5 regions of gut microbiota in 953 healthy subjects in ten countries were obtained from the public database. We made a generalized linear model (GLM) to predict the COVID-19 mortality rates using gut microbiota. GLM revealed that low genus Collinsella predicted high COVID-19 mortality rates with a markedly low p-value. Unsupervised clustering of gut microbiota in 953 subjects yielded five enterotypes. The mortality rates were increased from enterotypes 1 to 5, whereas the abundances of Collinsella were decreased from enterotypes 1 to 5 except for enterotype 2. Collinsella produces ursodeoxycholate. Ursodeoxycholate was previously reported to inhibit binding of SARS-CoV-2 to angiotensin-converting enzyme 2; suppress pro-inflammatory cytokines like TNF-α, IL-1β, IL-2, IL-4, and IL-6; have antioxidant and anti-apoptotic effects; and increase alveolar fluid clearance in acute respiratory distress syndrome. Ursodeoxycholate produced by Collinsella may prevent COVID-19 infection and ameliorate acute respiratory distress syndrome in COVID-19 by suppressing cytokine storm syndrome.
COVID-19 的死亡率在各国之间差异很大,但潜在机制仍不清楚。我们旨在阐明肠道微生物群与 COVID-19 在各国死亡率之间的关系。从公共数据库中获得了来自十个国家的 953 名健康受试者的肠道微生物群 16S rRNA V3-V5 区域的原始测序数据。我们使用肠道微生物群建立了广义线性模型 (GLM) 来预测 COVID-19 的死亡率。GLM 显示,低属柯林斯菌预测 COVID-19 死亡率较高,p 值明显较低。对 953 名受试者的肠道微生物群进行无监督聚类得到了五个肠型。死亡率从肠型 1 增加到肠型 5,而柯林斯菌的丰度从肠型 1 降低到肠型 5,除了肠型 2。柯林斯菌产生熊去氧胆酸。熊去氧胆酸先前被报道可抑制 SARS-CoV-2 与血管紧张素转换酶 2 的结合;抑制 TNF-α、IL-1β、IL-2、IL-4 和 IL-6 等促炎细胞因子;具有抗氧化和抗凋亡作用;并增加急性呼吸窘迫综合征中的肺泡液清除率。柯林斯菌产生的熊去氧胆酸可能通过抑制细胞因子风暴综合征来预防 COVID-19 感染和改善 COVID-19 中的急性呼吸窘迫综合征。