1 Research Unit, Institut d'Investigació Sanitària Pere Virgili, Mallafrè Guash 4, 43007 Tarragona, Spain.
2 Department of Experimental Medicine, Universitat de Lleida-IRBLleida, Avda Rovira Roure 80, 25196 Lleida, Spain.
Benef Microbes. 2018 Feb 27;9(2):185-198. doi: 10.3920/BM2017.0029. Epub 2017 Nov 10.
The mycobiotic component of the microbiota comprises an integral, yet under-researched, part of the gastrointestinal tract. Here, we present a preliminary study of the possible contribution of gut mycobiota to sub-clinical atherosclerosis in a well-characterised group of obese and non-obese subjects in association with the Framingham Risk Score (FRS) and carotid intima-media thickness (cIMT). From all taxa identified, the relative abundance of the phylum Zygomycota, comprising the family Mucoraceae and genus Mucor, was negatively associated with cIMT and this association remained significant after controlling for false discovery rate. Obese subjects with detectable Mucor spp. had a similar cardiovascular risk profile as non-obese subjects. Interestingly, the relative abundance of Mucor racemosus was negatively associated both with FRS and cIMT. Partial least square discriminant analyses modelling, evaluating the potential relevance of gut mycobiota in patients stratified by mean values of cIMT, showed that even a 1 component model had a high accuracy (0.789), with a high R2 value (0.51). Variable importance in projection scores showed that M. racemosus abundance had the same impact in the model as waist-to-hip ratio, high-density lipoprotein-cholesterol, fasting triglycerides or fasting glucose, suggesting that M. racemosus relative abundance in the gut may be a relevant biomarker for cardiovascular risk.
肠道微生物群的真菌组成部分是胃肠道的一个完整但研究不足的部分。在这里,我们初步研究了肠道真菌群可能对肥胖和非肥胖受试者亚临床动脉粥样硬化的贡献,同时还考虑了弗雷明汉风险评分(FRS)和颈动脉内膜中层厚度(cIMT)。在所鉴定的所有分类群中,子囊菌门(包括毛霉科和毛霉属)的相对丰度与 cIMT 呈负相关,并且在控制假发现率后,这种关联仍然显著。可检测到毛霉属的肥胖受试者具有与非肥胖受试者相似的心血管风险特征。有趣的是,毛霉属的相对丰度与 FRS 和 cIMT 均呈负相关。偏最小二乘判别分析模型评估了基于 cIMT 平均值分层的患者中肠道真菌群的潜在相关性,结果表明,即使是 1 个成分模型也具有很高的准确性(0.789),R2 值也很高(0.51)。投影得分的变量重要性表明,毛霉属丰度在模型中的影响与腰臀比、高密度脂蛋白胆固醇、空腹甘油三酯或空腹血糖相同,这表明肠道中毛霉属的相对丰度可能是心血管风险的一个相关生物标志物。