Chen See Jeremy R, Leister Jillian, Wright Justin R, Kruse Peter I, Khedekar Mohini V, Besch Catharine E, Kumamoto Carol A, Madden Gregory R, Stewart David B, Lamendella Regina
Juniata College, Huntingdon, PA, United States.
Wright Labs LLC, Huntingdon, PA, United States.
Front Microbiol. 2024 Apr 12;15:1398018. doi: 10.3389/fmicb.2024.1398018. eCollection 2024.
infection (CDI) is responsible for around 300,000 hospitalizations yearly in the United States, with the associated monetary cost being billions of dollars. Gut microbiome dysbiosis is known to be important to CDI. To the best of our knowledge, metatranscriptomics (MT) has only been used to characterize gut microbiome composition and function in one prior study involving CDI patients. Therefore, we utilized MT to investigate differences in active community diversity and composition between CDI+ ( = 20) and CDI- ( = 19) samples with respect to microbial taxa and expressed genes. No significant (Kruskal-Wallis, > 0.05) differences were detected for richness or evenness based on CDI status. However, clustering based on CDI status was significant for both active microbial taxa and expressed genes datasets (PERMANOVA, ≤ 0.05). Furthermore, differential feature analysis revealed greater expression of the opportunistic pathogens and in CDI+ compared to CDI- samples. When only fungal sequences were considered, the family Saccharomycetaceae expressed more genes in CDI-, while 31 other fungal taxa were identified as significantly (Kruskal-Wallis ≤ 0.05, log(LDA) ≥ 2) associated with CDI+. We also detected a variety of genes and pathways that differed significantly (Kruskal-Wallis ≤ 0.05, log(LDA) ≥ 2) based on CDI status. Notably, differential genes associated with biofilm formation were expressed by . This provides evidence of another possible contributor to 's resistance to antibiotics and frequent recurrence . Furthermore, the greater number of CDI+ associated fungal taxa constitute additional evidence that the mycobiome is important to CDI pathogenesis. Future work will focus on establishing if is actively producing biofilms during infection and if any specific fungal taxa are particularly influential in CDI.
艰难梭菌感染(CDI)每年在美国导致约30万例住院治疗,相关金钱成本达数十亿美元。已知肠道微生物群失调对CDI很重要。据我们所知,在之前一项涉及CDI患者的研究中,宏转录组学(MT)仅用于表征肠道微生物群的组成和功能。因此,我们利用MT研究了CDI+(n = 20)和CDI-(n = 19)样本在微生物分类群和表达基因方面的活跃群落多样性和组成差异。基于CDI状态,在丰富度或均匀度方面未检测到显著差异(Kruskal-Wallis检验,P>0.05)。然而,基于CDI状态的聚类对于活跃微生物分类群和表达基因数据集均具有显著性(PERMANOVA检验,P≤0.05)。此外,差异特征分析显示,与CDI-样本相比,CDI+样本中机会性病原体[具体病原体未给出]和[具体病原体未给出]的表达更高。仅考虑真菌序列时,酵母科在CDI-样本中表达的基因更多,而其他31个真菌分类群被确定与CDI+显著相关(Kruskal-Wallis检验,P≤0.05,对数线性判别分析(log(LDA))≥2)。我们还检测到了多种基于CDI状态存在显著差异的基因和通路(Kruskal-Wallis检验,P≤0.05,log(LDA)≥2)。值得注意的是,与生物膜形成相关的差异基因由[具体物种未给出]表达。这为[具体物种未给出]对抗生素耐药性和频繁复发的另一个可能原因提供了证据。此外,更多与CDI+相关的真菌分类群构成了额外证据,表明真菌微生物群对CDI发病机制很重要。未来的工作将集中于确定[具体物种未给出]在感染期间是否积极产生生物膜,以及是否有任何特定的真菌分类群在CDI中具有特别大的影响。