Valdes Ana M, Louca Panayiotis, Visconti Alessia, Asnicar Francesco, Bermingham Kate, Nogal Ana, Wong Kari, Michelotti Gregory A, Wolf Jonathan, Segata Nicola, Spector Tim D, Berry Sarah E, Falchi Mario, Menni Cristina
Nottingham NIHR Biomedical Research Centre at the School of Medicine, University of Nottingham, Nottingham, NG5 1PB, UK.
Inflammation, Recovery and Injury Sciences, School of Medicine, University of Nottingham, Nottingham, NG7 2UH, UK.
BMC Med. 2024 Aug 7;22(1):321. doi: 10.1186/s12916-024-03543-4.
Vitamin A is essential for physiological processes like vision and immunity. Vitamin A's effect on gut microbiome composition, which affects absorption and metabolism of other vitamins, is still unknown. Here we examined the relationship between gut metagenome composition and six vitamin A-related metabolites (two retinoid: -retinol, 4 oxoretinoic acid (oxoRA) and four carotenoid metabolites, including beta-cryptoxanthin and three carotene diols).
We included 1053 individuals from the TwinsUK cohort with vitamin A-related metabolites measured in serum and faeces, diet history, and gut microbiome composition assessed by shotgun metagenome sequencing. Results were replicated in 327 women from the ZOE PREDICT-1 study.
Five vitamin A-related serum metabolites were positively correlated with microbiome alpha diversity (r = 0.15 to r = 0.20, p < 4 × 10). Carotenoid compounds were positively correlated with the short-chain fatty-acid-producing bacteria Faecalibacterium prausnitzii and Coprococcus eutactus. Retinol was not associated with any microbial species. We found that gut microbiome composition could predict circulating levels of carotenoids and oxoretinoic acid with AUCs ranging from 0.66 to 0.74 using random forest models, but not retinol (AUC = 0.52). The healthy eating index (HEI) was strongly associated with gut microbiome diversity and with all carotenoid compounds, but not retinoids. We investigated the mediating role of carotenoid compounds on the effect of a healthy diet (HEI) on gut microbiome diversity, finding that carotenoids significantly mediated between 18 and 25% of the effect of HEI on gut microbiome alpha diversity.
Our results show strong links between circulating carotene compounds and gut microbiome composition and potential links to a healthy diet pattern.
维生素A对视觉和免疫等生理过程至关重要。维生素A对肠道微生物群组成的影响尚不清楚,而肠道微生物群组成会影响其他维生素的吸收和代谢。在这里,我们研究了肠道宏基因组组成与六种维生素A相关代谢物之间的关系(两种类视黄醇:全反式视黄醇、4-氧代视黄酸(oxoRA)和四种类胡萝卜素代谢物,包括β-隐黄质和三种胡萝卜素二醇)。
我们纳入了来自TwinsUK队列的1053名个体,测量了他们血清和粪便中的维生素A相关代谢物、饮食史,并通过鸟枪法宏基因组测序评估了肠道微生物群组成。结果在ZOE PREDICT-1研究的327名女性中得到了重复验证。
五种维生素A相关血清代谢物与微生物群α多样性呈正相关(r = 0.15至r = 0.20,p < 4×10)。类胡萝卜素化合物与产生短链脂肪酸的细菌普拉梭菌和真杆菌呈正相关。视黄醇与任何微生物种类均无关联。我们发现,使用随机森林模型,肠道微生物群组成可以预测类胡萝卜素和氧代视黄酸的循环水平,AUC范围为0.66至0.74,但对视黄醇无预测作用(AUC = 0.52)。健康饮食指数(HEI)与肠道微生物群多样性以及所有类胡萝卜素化合物密切相关,但与类视黄醇无关。我们研究了类胡萝卜素化合物在健康饮食(HEI)对肠道微生物群多样性影响中的中介作用,发现类胡萝卜素显著介导了HEI对肠道微生物群α多样性影响的18%至25%。
我们的结果表明循环类胡萝卜素化合物与肠道微生物群组成之间存在密切联系,以及与健康饮食模式之间的潜在联系。