Zaza Gianluigi, Dalla Gassa Alessandra, Felis Giovanna, Granata Simona, Torriani Sandra, Lupo Antonio
Renal Unit, Department of Medicine, University Hospital of Verona, Verona, Italy.
Department of Biotechnology, University of Verona, Verona, Italy.
PLoS One. 2017 May 24;12(5):e0178228. doi: 10.1371/journal.pone.0178228. eCollection 2017.
The gut microbiome is the full set of microbes living in the gastrointestinal tract and is emerging as an important dynamic/fluid system that, if altered by environmental, dietetic or pharmacological factors, could considerably influence drug response. However, the immunosuppressive drug-induced modifications of this system are still poorly defined.
We employed an innovative bioinformatics approach to assess differences in the whole-gut microbial metagenomic profile of 20 renal transplant recipients undergoing maintenance treatment with two different immunosuppressive protocols. Nine patients were treated with everolimus plus mycophenolate mofetil (EVE+MMF group), and 11 patients were treated with a standard therapy with tacrolimus plus mycophenolate mofetil (TAC+MMF group).
A statistical analysis of comparative high-throughput data demonstrated that although similar according to the degree of Shannon diversity (alpha diversity) at the taxonomic level, three functional genes clearly discriminated EVE+MMF versus TAC+MMF (cutoff: log2 fold change≥1, FDR≤0.05). Flagellar motor switch protein (fliNY) and type IV pilus assembly protein pilM (pilM) were significantly enriched in TAC+MMF-treated patients, while macrolide transport system mrsA (msrA) was more abundant in patients treated with EVE+MMF. Finally, PERMANOVA revealed that among the variables analyzed and included in our model, only the consumption of sugar significantly influenced beta diversity.
Our study, although performed on a relatively small number of patients, showed, for the first time, specific immunosuppressive-related effects on fecal microbiome of renal transplant recipients and it suggested that the analysis of the gut microbes community could represent a new tool to better understand the effects of drugs currently employed in organ transplantations. However, multicenter studies including healthy controls should be undertaken to better address this objective.
肠道微生物群是生活在胃肠道中的所有微生物的集合,正成为一个重要的动态/流体系统,如果受到环境、饮食或药理学因素的改变,可能会显著影响药物反应。然而,免疫抑制药物对该系统的诱导性改变仍未明确界定。
我们采用一种创新的生物信息学方法,评估20名接受两种不同免疫抑制方案维持治疗的肾移植受者全肠道微生物宏基因组图谱的差异。9名患者接受依维莫司加霉酚酸酯治疗(依维莫司+霉酚酸酯组),11名患者接受他克莫司加霉酚酸酯的标准治疗(他克莫司+霉酚酸酯组)。
对高通量比较数据的统计分析表明,尽管在分类水平上根据香农多样性程度(α多样性)相似,但三个功能基因明显区分了依维莫司+霉酚酸酯组与他克莫司+霉酚酸酯组(临界值:log2倍变化≥1,错误发现率≤0.05)。鞭毛运动开关蛋白(fliNY)和IV型菌毛组装蛋白pilM(pilM)在接受他克莫司+霉酚酸酯治疗的患者中显著富集,而大环内酯转运系统mrsA(msrA)在接受依维莫司+霉酚酸酯治疗的患者中更为丰富。最后,PERMANOVA分析显示,在我们模型中分析和纳入的变量中,只有糖的摄入量显著影响β多样性。
我们的研究虽然在相对较少的患者中进行,但首次显示了免疫抑制对肾移植受者粪便微生物群的特定影响,并表明肠道微生物群落分析可能是更好地理解目前器官移植中使用的药物效果的新工具。然而,应开展包括健康对照的多中心研究以更好地实现这一目标。