Biology Division, Spiez Laboratory, Swiss Federal Office for Civil Protection, Spiez, Switzerland.
Institute for Infectious Diseases, University of Bern, Bern, Switzerland.
Front Cell Infect Microbiol. 2018 Oct 23;8:375. doi: 10.3389/fcimb.2018.00375. eCollection 2018.
The etiologic cause of encephalitis, meningitis or meningo-encephalitis is unknown in up to 70% of cases. Clinical shotgun metagenomics combined with host depletion is a promising technique to identify infectious etiologies of central nervous system (CNS) infections. We developed a straightforward eukaryotic host nucleic acid depletion method that preserves intact viruses and bacteria for subsequent shotgun metagenomics screening of clinical samples, focusing on cerebrospinal fluid (CSF). A surrogate CSF sample for a CNS infection paradigm was used to evaluate the proposed depletion method consisting of selective host cell lysis, followed by enzymatic degradation of the liberated genomic DNA for final depletion with paramagnetic beads. Extractives were subjected to reverse transcription, followed by whole genome amplification and next generation sequencing. The effectiveness of the host depletion method was demonstrated in surrogate CSF samples spiked with three 1:100 dilutions of Influenza A H3N2 virus (qPCR Ct-values 20.7, 28.8, >42/negative). Compared to the native samples, host depletion increased the amount of the virus subtype reads by factor 7127 and 132, respectively, while in the qPCR negative sample zero vs. 31 (1.4E-4 %) virus subtype reads were detected (native vs. depleted). The workflow was applied to thirteen CSF samples of patients with meningo-/encephalitis (two bacterial, eleven viral etiologies), a serum of an Andes virus infection and a nose swab of a common cold patient. Unlike surrogate samples, host depletion of the thirteen human CSF samples and the nose swab did not result in more reads indicating presence of damaged pathogens due to, e.g., host immune response. Nevertheless, previously diagnosed pathogens in the human CSF samples (six viruses, two bacteria), the serum, and the nose swab (Human rhinovirus A31) were detected in the depleted and/or the native samples. Unbiased evaluation of the taxonomic profiles supported the diagnosed pathogen in two native CSF samples and the native and depleted serum and nose swab, while detecting various contaminations that interfered with pathogen identification at low concentration levels. In summary, damaged pathogens and contaminations complicated analysis and interpretation of clinical shotgun metagenomics data. Still, proper consideration of these issues may enable future application of metagenomics for clinical diagnostics.
高达 70%的脑炎、脑膜炎或脑膜脑炎病例的病因不明。临床 shotgun 宏基因组学结合宿主耗竭是一种很有前途的技术,可以识别中枢神经系统 (CNS) 感染的传染性病因。我们开发了一种简单的真核宿主核酸耗竭方法,可保留完整的病毒和细菌,用于随后对 CSF 临床样本进行 shotgun 宏基因组学筛选。使用中枢神经系统感染范例的替代 CSF 样本来评估该方法,该方法包括选择性的宿主细胞裂解,然后用酶降解释放的基因组 DNA,最后用顺磁珠进行最终耗竭。提取物进行逆转录,然后进行全基因组扩增和下一代测序。在含有三种 1:100 稀释流感 A H3N2 病毒的替代 CSF 样本中证明了宿主耗竭方法的有效性(qPCR Ct 值 20.7、28.8、>42/阴性)。与天然样本相比,宿主耗竭分别使病毒亚型读段增加了 7127 倍和 132 倍,而在 qPCR 阴性样本中,零病毒亚型读段增加了 31 倍(1.4E-4%)(天然样本 vs. 耗尽样本)。该工作流程应用于 13 例脑膜炎/脑炎患者的 CSF 样本(两种细菌,11 种病毒病因)、安第斯病毒感染的血清和普通感冒患者的鼻拭子。与替代样本不同,13 例人类 CSF 样本和鼻拭子的宿主耗竭并未导致更多的读段表明存在因宿主免疫反应等原因而受损的病原体。尽管如此,在耗尽和/或天然样本中仍检测到在人类 CSF 样本(六种病毒,两种细菌)、血清和鼻拭子中诊断出的病原体(人鼻病毒 A31)。对分类群谱的无偏评估支持了两个天然 CSF 样本以及天然和耗尽的血清和鼻拭子中的诊断病原体,同时检测到各种在低浓度水平下干扰病原体鉴定的污染。总之,受损的病原体和污染使临床 shotgun 宏基因组学数据的分析和解释变得复杂。尽管如此,适当考虑这些问题可能会使宏基因组学在未来能够应用于临床诊断。