Microbial community profiling of peripheral blood in myalgic encephalomyelitis/chronic fatigue syndrome

Q1 Medicine Human Microbiome Journal Pub Date : 2018-08-01 DOI:10.1016/j.humic.2018.05.003
Jeremy E. Ellis, Dara S. Missan, Matthew Shabilla, Delyn Martinez, Stephen E. Fry
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引用次数: 4

Abstract

Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is estimated to afflict hundreds of thousands, if not millions, of Americans with vastly more impacted individuals worldwide; however, the etiology of this disease has not been well established. Based on the features of ME/CFS, we hypothesized an unrecognized vascular infection may be involved. To evaluate this possibility, we performed a blinded pilot study of 30 ME/CFS patients meeting the Fukuda criteria and 48 normal controls. A community-wide analysis using next-generation DNA sequencing methods detected prokaryotic and eukaryotic populations in the peripheral blood of both ME/CFS patients and normal controls. Analysis of the prokaryotic portion of the samples revealed that organisms belonging to the Pseudomonas asplenii species, Pseudomonadaceae family, Pseudomonadales order, and γ-proteobacteria class are inversely correlated with RAND-36 scores, a quality of life metric that is reduced in ME/CFS patients. In addition, analysis of the detected eukaryotic species suggests that the Perkinsus genus is also inversely associated with RAND-36 scores. The most frequently observed eukaryotic DNA was for Funneliformis mosseae, an arbuscular mycorrhizal fungus, which was in both ME/CFS and normal control samples. A multivariate composite score consisting of the Perkinsus genus, Spumella genus, and β-proteobacteria class displays an inverse relationship to RAND-36 scores. Lastly, the combined measurements of several taxa allow for a retrospective categorical sorting of ME/CFS patients from normal control samples. These results suggest that microbial DNA signatures, including those from poorly understood eukaryotes, may be differentially detectable in ME/CFS and normal control samples.

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肌痛性脑脊髓炎/慢性疲劳综合征患者外周血微生物群落分析
据估计,肌痛性脑脊髓炎/慢性疲劳综合征(ME/CFS)折磨着数十万(如果不是数百万的话)美国人,而全世界受影响的个体要多得多;然而,该病的病因尚未很好地确定。基于ME/CFS的特点,我们推测可能涉及未被识别的血管感染。为了评估这种可能性,我们对30名符合福田标准的ME/CFS患者和48名正常对照者进行了盲法先导研究。使用下一代DNA测序方法在社区范围内检测ME/CFS患者和正常对照组外周血中的原核和真核群体。对样本原核部分的分析显示,假单胞菌属、假单胞菌科、假单胞菌目和γ-变形菌纲的生物与RAND-36评分呈负相关,而RAND-36评分是ME/CFS患者的生活质量指标。此外,对检测到的真核生物物种的分析表明,Perkinsus属也与RAND-36得分呈负相关。在ME/CFS和正常对照样品中,最常见的真核生物DNA是一种丛枝菌根真菌——mosseae。由Perkinsus属、Spumella属和β-变形杆菌类组成的多变量综合得分与RAND-36得分呈负相关。最后,几个分类群的联合测量允许从正常对照样本中对ME/CFS患者进行回顾性分类分类。这些结果表明,在ME/CFS和正常对照样本中,微生物DNA特征,包括那些鲜为人知的真核生物的DNA特征,可能是不同的。
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Human Microbiome Journal
Human Microbiome Journal Medicine-Infectious Diseases
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期刊介绍: The innumerable microbes living in and on our bodies are known to affect human wellbeing, but our knowledge of their role is still at the very early stages of understanding. Human Microbiome is a new open access journal dedicated to research on the impact of the microbiome on human health and disease. The journal will publish original research, reviews, comments, human microbe descriptions and genome, and letters. Topics covered will include: the repertoire of human-associated microbes, therapeutic intervention, pathophysiology, experimental models, physiological, geographical, and pathological changes, and technical reports; genomic, metabolomic, transcriptomic, and culturomic approaches are welcome.
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