Department of Microbiology and Immunology, Indiana University School of Medicine, Indianapolis, Indiana, USA.
Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, Indiana, USA.
mBio. 2022 Dec 20;13(6):e0312522. doi: 10.1128/mbio.03125-22. Epub 2022 Dec 1.
Few studies have investigated host-bacterial interactions at sites of infection in humans using transcriptomics and metabolomics. Haemophilus ducreyi causes cutaneous ulcers in children and the genital ulcer disease chancroid in adults. We developed a human challenge model in which healthy adult volunteers are infected with H. ducreyi on the upper arm until they develop pustules. Here, we characterized host-pathogen interactions in pustules using transcriptomics and metabolomics and examined interactions between the host transcriptome and metabolome using integrated omics. In a previous pilot study, we determined the human and H. ducreyi transcriptomes and the metabolome of pustule and wounded sites of 4 volunteers (B. Griesenauer, T. M. Tran, K. R. Fortney, D. M. Janowicz, et al., mBio 10:e01193-19, 2019, https://doi.org/10.1128/mBio.01193-19). While we could form provisional transcriptional networks between the host and H. ducreyi, the study was underpowered to integrate the metabolome with the host transcriptome. To better define and integrate the transcriptomes and metabolome, we used samples from both the pilot study ( = 4) and new volunteers ( = 8) to identify 5,495 human differentially expressed genes (DEGs), 123 H. ducreyi DEGs, 205 differentially abundant positive ions, and 198 differentially abundant negative ions. We identified 42 positively correlated and 29 negatively correlated human-H. ducreyi transcriptome clusters. In addition, we defined human transcriptome-metabolome networks consisting of 9 total clusters, which highlighted changes in fatty acid metabolism and mitigation of oxidative damage. Taken together, the data suggest a mixed pro- and anti-inflammatory environment and rewired central metabolism in the host that provides a hostile, nutrient-limited environment for H. ducreyi. Interactions between the host and bacteria at sites of infection in humans are poorly understood. We inoculated human volunteers on the upper arm with the skin pathogen H. ducreyi or a buffer control and biopsied the resulting infected and sham-inoculated sites. We performed dual transcriptome sequencing (RNA-seq) and metabolic analysis on the biopsy samples. Network analyses between the host and bacterial transcriptomes and the host transcriptome-metabolome network were used to identify molecules that may be important for the virulence of H. ducreyi in the human host. Our results suggest that the pustule is highly oxidative, contains both pro- and anti-inflammatory components, and causes metabolic shifts in the host, to which H. ducreyi adapts to survive. To our knowledge, this is the first study to integrate transcriptomic and metabolomic responses to a single bacterial pathogen in the human host.
很少有研究使用转录组学和代谢组学来研究人类感染部位的宿主-细菌相互作用。杜克嗜血杆菌会导致儿童皮肤溃疡和成人生殖器溃疡疾病软下疳。我们开发了一种人体挑战模型,其中健康的成年志愿者在上臂感染杜克嗜血杆菌,直到出现脓疱。在这里,我们使用转录组学和代谢组学来描述脓疱中的宿主-病原体相互作用,并使用整合组学来研究宿主转录组和代谢组之间的相互作用。在之前的一项试点研究中,我们确定了 4 名志愿者的人类和杜克嗜血杆菌转录组以及脓疱和创伤部位的代谢组(B. Griesenauer、T. M. Tran、K. R. Fortney、D. M. Janowicz 等人,mBio 10:e01193-19,2019 年,https://doi.org/10.1128/mBio.01193-19)。虽然我们可以在宿主和杜克嗜血杆菌之间形成暂定的转录网络,但该研究的动力不足以将代谢组与宿主转录组整合在一起。为了更好地定义和整合转录组和代谢组,我们使用了来自试点研究(n=4)和新志愿者(n=8)的样本,以鉴定 5495 个人类差异表达基因(DEG)、123 个杜克嗜血杆菌 DEG、205 个差异丰度阳性离子和 198 个差异丰度阴性离子。我们鉴定了 42 个正相关和 29 个负相关的人-杜克嗜血杆菌转录组簇。此外,我们定义了由 9 个总簇组成的宿主转录组-代谢组网络,该网络突出了脂肪酸代谢的变化和氧化损伤的减轻。总的来说,数据表明宿主中存在混合的促炎和抗炎环境以及中央代谢的重排,为杜克嗜血杆菌提供了一个恶劣的、营养受限的环境。 人类感染部位宿主-细菌的相互作用知之甚少。我们在上臂用皮肤病原体杜克嗜血杆菌或缓冲液对照物接种人类志愿者,并对由此产生的感染和假接种部位进行活检。我们对活检样本进行了双转录组测序(RNA-seq)和代谢分析。宿主和细菌转录组之间以及宿主转录组-代谢组网络之间的网络分析用于鉴定可能对杜克嗜血杆菌在人类宿主中的毒力很重要的分子。我们的结果表明,脓疱高度氧化,包含促炎和抗炎成分,并导致宿主发生代谢转变,杜克嗜血杆菌适应这种转变以存活。据我们所知,这是第一项整合转录组学和代谢组学来研究人类宿主中单一细菌病原体的研究。