Division of Endocrine and Oncologic Surgery, Department of Surgery, Tulane University , New Orleans, LA, USA.
Department of Pathology and Laboratory Medicine, Tulane University School of Medicine , New Orleans, LA, USA.
Gut Microbes. 2020 May 3;11(3):350-363. doi: 10.1080/19490976.2019.1611152. Epub 2019 May 7.
Inflammatory bowel disease (IBD) has been linked to active signaling with bacterial components and reduced mitochondrial ATP production; however, synergism between both of these disease characteristics remains unclear. We aimed to determine in human IBD transcriptomes the link between a transcriptional signature unique to intestinal cells (ICs) with reduced mitochondrial ATP production (Mito-0) and bacteria triggered signaling using a bioinformatics approach. We generated an IC Mito-0 panel comprised of 199 differentially expressed (DE) transcripts mediated by reduced mitochondrial ATP function (DEGseq, log fold-change > |2|, < .001). Transcripts from this panel were involved in diverse biological functions including regulation of mitochondrial energy (lower ATP), extracellular matrix, cell-cell contact, cytoskeleton, growth, metabolism, and inflammation. Next, unsupervised hierarchical clustering showed that the Mito-0 panel distinctly separated inflamed IBD from non-inflamed transcriptomes, which was also supported by principal component analysis (PCA) revealing distinct variation between sample types based on presence of the Mito-0 signature (PCA, = 8.77e). Utilizing three independent IBD cohorts, we validated that 60 novel transcripts from the Mito-0 panel were significantly increased in inflamed tissue. Subsequently, KEGG generated bacterial TLR4 and NOD2 transcriptional signatures strongly associated with inflamed IBD transcriptomes and with the Mito-0 signature as determined by Spearman's analysis (coefficient of correlation, = 0.92, < .05). Herein, using a comprehensive analysis we demonstrated existence of an axis between bacteria triggered signaling and reduced mitochondrial energy function. Furthermore, we identified and validated novel transcripts within this axis as potential drivers and therapeutic targets for human IBD.
炎症性肠病 (IBD) 与细菌成分的活跃信号传导和减少的线粒体 ATP 产生有关;然而,这两种疾病特征之间的协同作用仍不清楚。我们旨在通过生物信息学方法确定人类 IBD 转录组中,与肠道细胞 (ICs) 中减少的线粒体 ATP 产生 (Mito-0) 和细菌触发信号传导相关的转录特征之间的联系。我们生成了一个由 199 个差异表达 (DE) 转录本组成的 IC Mito-0 面板,这些转录本由线粒体 ATP 功能降低介导 (DEGseq,对数折叠变化 > |2|, < 0.001)。该面板中的转录本参与了多种生物学功能,包括线粒体能量调节 (较低的 ATP)、细胞外基质、细胞-细胞接触、细胞骨架、生长、代谢和炎症。接下来,无监督层次聚类显示,Mito-0 面板明显将炎症性 IBD 与非炎症性转录组区分开来,这也得到了主成分分析 (PCA) 的支持,PCA 揭示了基于 Mito-0 特征存在的样本类型之间的明显差异 (PCA, = 8.77e)。利用三个独立的 IBD 队列,我们验证了 Mito-0 面板中的 60 个新转录本在炎症组织中显著增加。随后,KEGG 生成的细菌 TLR4 和 NOD2 转录本特征与炎症性 IBD 转录组强烈相关,并通过 Spearman 分析确定与 Mito-0 特征相关 (相关系数, = 0.92, < 0.05)。在这里,我们使用综合分析证明了细菌触发信号和减少的线粒体能量功能之间存在一个轴。此外,我们确定并验证了该轴内的新转录本作为人类 IBD 的潜在驱动因素和治疗靶点。