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Feng B, Liu B, Cheng M, Dong J, Hu Y, Jin Q, Yang F. An atlas of the blood virome in healthy individuals. Virus Res 2023; 323:199004. [PMID: 36402209 PMCID: PMC10194198 DOI: 10.1016/j.virusres.2022.199004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 10/14/2022] [Accepted: 11/15/2022] [Indexed: 11/18/2022]
Abstract
Emerging evidence indicates that gut virome plays a role in human health and disease, however, much less is known about the viral communities in blood. Here we conducted a direct metatranscriptomic sequencing of virus-like-particles in blood from 1200 healthy individuals, without prior amplification to avoid potential amplification bias and with a strictly bioinformatic and manual check for candidate viral reads to reduce false-positive matches. We identified 55 different viruses from 36 viral families, including 24 human DNA, RNA and retroviruses in 70% of the studied pools. The study showed that anelloviruses are widely distributed and dominate the blood virome in healthy individuals. Human herpesviruses and pegivirus-1 are commonly prevalent in asymptomatic humans. We identified the prevalence of RNA viruses often causing acute infection, like HEV, HPIV, RSV and HCoV-HKU1, revealing of a transmissible risk of asymptomatic infection. Several viruses possible related to transfusion safety were identified, including human Merkel cell polyomavirus, papillomavirus, parvovirus B19 and herpesvirus 8 in addition to HBV. In addition, phages in Caudovirales and Microviridae, were commonly found in pools of samples with a very low abundance; a few sequences for invertebrate, plant and giant viruses were found in some of individuals; however, the remaining 31 viruses mostly reflect extensive contamination from commercial reagents and the work environments. In conclusion, this study is the first comprehensive investigation of blood virome in healthy individuals by metatranscriptomic sequencing of VLP in China. Further investigation of potential false positives representing a major challenge for the identification of novel viruses in mNGS, will offer a systemic idea and means to reveal true viral infections of human.
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Affiliation(s)
- Bo Feng
- NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, CAMS&PUMC, Beijing 100730, PR China
| | - Bo Liu
- NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, CAMS&PUMC, Beijing 100730, PR China
| | - Min Cheng
- China Institute of Veterinary Drug Control, Beijing 100081, PR China
| | - Jie Dong
- NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, CAMS&PUMC, Beijing 100730, PR China
| | - Yongfeng Hu
- NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, CAMS&PUMC, Beijing 100730, PR China.
| | - Qi Jin
- NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, CAMS&PUMC, Beijing 100730, PR China.
| | - Fan Yang
- NHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, CAMS&PUMC, Beijing 100730, PR China.
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Zhou S, Ren X, Yang J, Jin Q. Evaluating the Value of Defensins for Diagnosing Secondary Bacterial Infections in Influenza-Infected Patients. Front Microbiol 2018; 9:2762. [PMID: 30524393 PMCID: PMC6256186 DOI: 10.3389/fmicb.2018.02762] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Accepted: 10/29/2018] [Indexed: 11/13/2022] Open
Abstract
Acute respiratory infections by influenza viruses are commonly causes of severe pneumonia, which can further deteriorate if secondary bacterial infections occur. Although the viral and bacterial agents are quite diverse, defensins, a set of antimicrobial peptides expressed by the host, may provide promising biomarkers that would greatly improve the diagnosis and treatment. We examined the correlations between the gene expression levels of defensins and the viral and bacterial loads in the blood on a longitudinal, precision-medical study of a severe pneumonia patient infected by influenza A H7N9 virus. We found that DEFA5 is positively correlated to the blood load of influenza A H7N9 virus (r = 0.735, p < 0.05, Spearman correlation). DEFB116 and DEFB127 are positively and DEFB108B and DEFB114 are negatively correlated to the bacterial load. Then the diagnostic potential of defensins to discriminate bacterial and viral infections was evaluated on an independent dataset with 61 bacterial pneumonia patients and 39 viral pneumonia patients infected by influenza A viruses and reached 93% accuracy. Expression levels of defensins in the blood may be of important diagnostic values in clinic to indicate viral and bacterial infections.
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Affiliation(s)
- Siyu Zhou
- MOH Key Laboratory of Systems Biology of Pathogens, Peking Union Medical College, Institute of Pathogen Biology, Chinese Academy of Medical Sciences, Beijing, China
| | - Xianwen Ren
- BIOPIC, School of Life Sciences, Peking University, Beijing, China
| | - Jian Yang
- MOH Key Laboratory of Systems Biology of Pathogens, Peking Union Medical College, Institute of Pathogen Biology, Chinese Academy of Medical Sciences, Beijing, China
| | - Qi Jin
- MOH Key Laboratory of Systems Biology of Pathogens, Peking Union Medical College, Institute of Pathogen Biology, Chinese Academy of Medical Sciences, Beijing, China
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Matranga CB, Gladden-Young A, Qu J, Winnicki S, Nosamiefan D, Levin JZ, Sabeti PC. Unbiased Deep Sequencing of RNA Viruses from Clinical Samples. J Vis Exp 2016. [PMID: 27403729 PMCID: PMC4993327 DOI: 10.3791/54117] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Here we outline a next-generation RNA sequencing protocol that enables de novo assemblies and intra-host variant calls of viral genomes collected from clinical and biological sources. The method is unbiased and universal; it uses random primers for cDNA synthesis and requires no prior knowledge of the viral sequence content. Before library construction, selective RNase H-based digestion is used to deplete unwanted RNA — including poly(rA) carrier and ribosomal RNA — from the viral RNA sample. Selective depletion improves both the data quality and the number of unique reads in viral RNA sequencing libraries. Moreover, a transposase-based 'tagmentation' step is used in the protocol as it reduces overall library construction time. The protocol has enabled rapid deep sequencing of over 600 Lassa and Ebola virus samples-including collections from both blood and tissue isolates-and is broadly applicable to other microbial genomics studies.
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Affiliation(s)
| | | | - James Qu
- Broad Institute of MIT and Harvard
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Hu Y, Zhang Y, Ren X, Liu Y, Xiao Y, Li L, Yang F, Su H, Liu F, Liu H, Cao B, Jin Q. A case report demonstrating the utility of next generation sequencing in analyzing serial samples from the lung following an infection with influenza A (H7N9) virus. J Clin Virol 2016; 76:45-50. [PMID: 26826577 DOI: 10.1016/j.jcv.2015.12.013] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2015] [Revised: 12/25/2015] [Accepted: 12/31/2015] [Indexed: 11/25/2022]
Abstract
BACKGROUND Bacterial pneumonia is a well-recognized sequela of patient suffering from influenza, and a key factor, with cytokine dysregulation, that contribute to severe disease and mortality. OBJECTIVES To obtain a comprehensive assessment of lung microbial community dynamics in a fatal influenza H7N9 case during the whole clinical course, we undertook a longitudinal study. STUDY DESIGN Serial bronchoalveolar lavage fluid samples were collected from a H7N9 patient after illness onset, and the microbiome was characterized by using next-generation sequencing and microbiological approaches. Furthermore, the kinetics of circulating cytokine storms related to viral and secondary bacterial infection were analyzed. RESULTS Within complex and dynamic communities, the lung microbiome with H7N9 infection were dominated by gram-negative bacteria, Acinetobacter baumannii after the viral invasion and during the whole clinical course. Sputum and blood culture confirmed the secondary bacterial infection with multidrug-resistant A. baumannii 9 days later. The dynamics of the bacterial infection with carbapenem-resistant A. baumannii correlated with antibiotic therapy. Our observations also indicated that sustained high levels of host inflammatory factors, consisting of a set of distinct cytokines associated with disease stage, may contribute to disease progression and death. CONCLUSIONS This study demonstrates an initial attempt to explore the dynamic microbiome involved inH7N9 infection and its response to antimicrobial therapy, as well as host cytokine response to infection by using next-generation sequencing. These type of investigations with longitudinal follow-up to understand dynamics of microbial community and cytokines involved in lung infection may provide opportunities for development and optimization of targeted antimicrobial therapy and even new therapeutic strategies.
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Affiliation(s)
- Yongfeng Hu
- MOH Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, China
| | - Yan Zhang
- MOH Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, China
| | - Xianwen Ren
- MOH Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, China
| | - Yingmei Liu
- Department of Infectious Diseases and Clinical Microbiology, Beijing Chao-Yang Hospital, Beijing Institute of Respiratory Medicine, Capital Medical University, Beijing, China; Centre of Respiratory and Critical Care Medicine, China-Japan Friendship Hospital, Beijing, China; National Clinical Research Centre for Respiratory Disease, Beijing, China
| | - Yan Xiao
- MOH Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, China
| | - Li Li
- MOH Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, China
| | - Fan Yang
- MOH Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, China
| | - Haoxiang Su
- MOH Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, China
| | - Feng Liu
- MOH Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, China
| | - Haiying Liu
- MOH Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, China.
| | - Bin Cao
- Department of Infectious Diseases and Clinical Microbiology, Beijing Chao-Yang Hospital, Beijing Institute of Respiratory Medicine, Capital Medical University, Beijing, China; Centre of Respiratory and Critical Care Medicine, China-Japan Friendship Hospital, Beijing, China; National Clinical Research Centre for Respiratory Disease, Beijing, China.
| | - Qi Jin
- MOH Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, China; Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou, China.
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