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Oechslin CP, Lenz N, Liechti N, Ryter S, Agyeman P, Bruggmann R, Leib SL, Beuret CM. Limited Correlation of Shotgun Metagenomics Following Host Depletion and Routine Diagnostics for Viruses and Bacteria in Low Concentrated Surrogate and Clinical Samples. Front Cell Infect Microbiol 2018; 8:375. [PMID: 30406048 PMCID: PMC6206298 DOI: 10.3389/fcimb.2018.00375] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Accepted: 10/05/2018] [Indexed: 12/16/2022] Open
Abstract
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.
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Affiliation(s)
- Corinne P. Oechslin
- Biology Division, Spiez Laboratory, Swiss Federal Office for Civil Protection, Spiez, Switzerland
- Institute for Infectious Diseases, University of Bern, Bern, Switzerland
- Graduate School for Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland
| | - Nicole Lenz
- Biology Division, Spiez Laboratory, Swiss Federal Office for Civil Protection, Spiez, Switzerland
- Institute for Infectious Diseases, University of Bern, Bern, Switzerland
| | - Nicole Liechti
- Biology Division, Spiez Laboratory, Swiss Federal Office for Civil Protection, Spiez, Switzerland
- Graduate School for Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland
- Interfaculty Bioinformatics Unit and Swiss Institute of Bioinformatics, University of Bern, Bern, Switzerland
| | - Sarah Ryter
- Biology Division, Spiez Laboratory, Swiss Federal Office for Civil Protection, Spiez, Switzerland
| | - Philipp Agyeman
- Institute for Infectious Diseases, University of Bern, Bern, Switzerland
- Infectious Diseases Division, Department of Paediatrics, University Hospital Bern, Bern, Switzerland
| | - Rémy Bruggmann
- Interfaculty Bioinformatics Unit and Swiss Institute of Bioinformatics, University of Bern, Bern, Switzerland
| | - Stephen L. Leib
- Institute for Infectious Diseases, University of Bern, Bern, Switzerland
| | - Christian M. Beuret
- Biology Division, Spiez Laboratory, Swiss Federal Office for Civil Protection, Spiez, Switzerland
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Bucciol G, Moens L, Payne K, Wollants E, Mekahli D, Levtchenko E, Vermeulen F, Tousseyn T, Gray P, Ma CS, Tangye SG, Van Ranst M, Brown JR, Breuer J, Meyts I. Chronic Aichi Virus Infection in a Patient with X-Linked Agammaglobulinemia. J Clin Immunol 2018; 38:748-752. [DOI: 10.1007/s10875-018-0558-z] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Accepted: 10/02/2018] [Indexed: 01/20/2023]
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Takeuchi S, Kawada JI, Okuno Y, Horiba K, Suzuki T, Torii Y, Yasuda K, Numaguchi A, Kato T, Takahashi Y, Ito Y. Identification of potential pathogenic viruses in patients with acute myocarditis using next-generation sequencing. J Med Virol 2018; 90:1814-1821. [PMID: 30011073 DOI: 10.1002/jmv.25263] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2018] [Accepted: 06/30/2018] [Indexed: 12/18/2022]
Abstract
Myocarditis is an inflammatory disease of the myocardium and leads to cardiac dysfunction and heart failure. Although viral infections are considered to be the most common etiology of myocarditis, the identification of the causative virus is still challenging. Recently, next-generation sequencing (NGS) has been applied in the diagnosis of infectious diseases. The aim of the current study was to comprehensively analyze potential pathogenic microorganisms using NGS in the sera of patients with myocarditis. Twelve pediatric and five adult patients hospitalized for acute myocarditis were included. Serum samples in the acute phase were obtained and analyzed using NGS to detect pathogen-derived DNA and RNA. Viral sequence reads were detected in 7 (41%) of the 17 myocarditis patients by NGS. Among these patients, detection of Epstein-Barr virus, human parvovirus B19, torque teno virus, and respiratory syncytial virus reads by NGS was consistent with polymerase chain reaction or antigen test results in one patient each. A large number of human pegivirus reads were detected from one patient by RNA sequencing; however, its pathogenicity to human is unknown. Conversely, the number of detected virus-derived reads was small in most cases, and the pathophysiological role of these viruses remains to be clarified. No significant bacterial or fungal reads other than normal bacterial flora was detected. These data indicate that comprehensive detection of virus-derived DNA and RNA using NGS can be useful for the identification of potential pathogenic viruses in myocarditis.
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Affiliation(s)
- Suguru Takeuchi
- Department of Pediatrics, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Jun-Ichi Kawada
- Department of Pediatrics, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yusuke Okuno
- Center for Advanced Medicine and Clinical Research, Nagoya University Hospital, Nagoya, Japan
| | - Kazuhiro Horiba
- Department of Pediatrics, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Takako Suzuki
- Department of Pediatrics, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yuka Torii
- Department of Pediatrics, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Kazushi Yasuda
- Department of Pediatric Cardiology, Aichi Children's Health and Medical Center, Obu, Japan
| | - Atsushi Numaguchi
- Department of Pediatrics, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Taichi Kato
- Department of Pediatrics, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yoshiyuki Takahashi
- Department of Pediatrics, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yoshinori Ito
- Department of Pediatrics, Nagoya University Graduate School of Medicine, Nagoya, Japan
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Zhu YM, Ai JW, Xu B, Cui P, Cheng Q, Wu H, Qian YY, Zhang HC, Zhou X, Xing L, Wu R, Li Y, Zhang WH. Rapid and precise diagnosis of disseminated T.marneffei infection assisted by high-throughput sequencing of multifarious specimens in a HIV-negative patient: a case report. BMC Infect Dis 2018; 18:379. [PMID: 30086724 PMCID: PMC6081951 DOI: 10.1186/s12879-018-3276-5] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Accepted: 07/26/2018] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Talaromyces marneffei, is an opportunistic pathogenic fungus that is most commonly reported in Southeast Asia and disseminated T.marneffei infection predominantly occurs in patients with immunodeficiency. With a potential to invade multiple organs, it can be fatal for patients if diagnosis and treatment are delayed. In current clinical practice, the diagnosis of T.marneffei infection relies heavily on tissue culture and histologic analysis, which may suffer from limited positive rate and is sometimes time consuming. The rapid and accurate diagnosis of disseminated T.marneffei infection remains challenging. CASE PRESENTATION A 22-year-old man gradually developed fever, cough, lower extremities weakness, jaundice and rash, for which a 3-month extensive investigation failed to reach a diagnosis. After admitted into our hospital, laboratory and radiological tests revealed multiple lesions in the patient's brain, spinal cord, and lungs. We performed next generation sequencing on the patient's skin tissue, bone marrow, blood and cerebrospinal fluid, which all identified numerous Talaromyces marneffei nucleotide sequences and leaded to the rapid diagnosis and treatment of disseminated T.marneffei infection. CONCLUSIONS This case underline the clinical significance of T.marneffei as a possible pathogen in immune-competent patients. This successful application of the next generation sequencing assisting the rapid diagnosis of disseminated T.marneffei infection provides a new perspective in the clinical approach to the systematic fungi infections and highlights the potential of this technique in rapid etiological diagnosis.
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Affiliation(s)
- Yi-Min Zhu
- Department of infectious disease, Huashan Hospital of Fudan University, 12 Wulumuqi Zhong Road, Shanghai, 200040, China
| | - Jing-Wen Ai
- Department of infectious disease, Huashan Hospital of Fudan University, 12 Wulumuqi Zhong Road, Shanghai, 200040, China
| | - Bin Xu
- Department of infectious disease, Huashan Hospital of Fudan University, 12 Wulumuqi Zhong Road, Shanghai, 200040, China
| | - Peng Cui
- Department of infectious disease, Huashan Hospital of Fudan University, 12 Wulumuqi Zhong Road, Shanghai, 200040, China
| | - Qi Cheng
- Department of infectious disease, Huashan Hospital of Fudan University, 12 Wulumuqi Zhong Road, Shanghai, 200040, China
| | - Honglong Wu
- Binhai Genomics Institute, Tianjin Translational Genomics Center, BGI-Tianjin, BGI-Shenzhen, Tianjin, 300308, China.,BGI-Shenzhen, Shenzhen, China
| | - Yi-Yi Qian
- Department of infectious disease, Huashan Hospital of Fudan University, 12 Wulumuqi Zhong Road, Shanghai, 200040, China
| | - Hao-Cheng Zhang
- Department of infectious disease, Huashan Hospital of Fudan University, 12 Wulumuqi Zhong Road, Shanghai, 200040, China
| | - Xian Zhou
- Department of infectious disease, Huashan Hospital of Fudan University, 12 Wulumuqi Zhong Road, Shanghai, 200040, China
| | - Li Xing
- Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, 430074, Hubei, China
| | - Renhua Wu
- Binhai Genomics Institute, Tianjin Translational Genomics Center, BGI-Tianjin, BGI-Shenzhen, Tianjin, 300308, China
| | - Yongjun Li
- Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, 430074, Hubei, China
| | - Wen-Hong Zhang
- Department of infectious disease, Huashan Hospital of Fudan University, 12 Wulumuqi Zhong Road, Shanghai, 200040, China.
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Goya S, Valinotto LE, Tittarelli E, Rojo GL, Nabaes Jodar MS, Greninger AL, Zaiat JJ, Marti MA, Mistchenko AS, Viegas M. An optimized methodology for whole genome sequencing of RNA respiratory viruses from nasopharyngeal aspirates. PLoS One 2018; 13:e0199714. [PMID: 29940028 PMCID: PMC6016902 DOI: 10.1371/journal.pone.0199714] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2018] [Accepted: 06/12/2018] [Indexed: 11/25/2022] Open
Abstract
Over the last decade, the number of viral genome sequences deposited in available databases has grown exponentially. However, sequencing methodology vary widely and many published works have relied on viral enrichment by viral culture or nucleic acid amplification with specific primers rather than through unbiased techniques such as metagenomics. The genome of RNA viruses is highly variable and these enrichment methodologies may be difficult to achieve or may bias the results. In order to obtain genomic sequences of human respiratory syncytial virus (HRSV) from positive nasopharyngeal aspirates diverse methodologies were evaluated and compared. A total of 29 nearly complete and complete viral genomes were obtained. The best performance was achieved with a DNase I treatment to the RNA directly extracted from the nasopharyngeal aspirate (NPA), sequence-independent single-primer amplification (SISPA) and library preparation performed with Nextera XT DNA Library Prep Kit with manual normalization. An average of 633,789 and 1,674,845 filtered reads per library were obtained with MiSeq and NextSeq 500 platforms, respectively. The higher output of NextSeq 500 was accompanied by the increasing of duplicated reads percentage generated during SISPA (from an average of 1.5% duplicated viral reads in MiSeq to an average of 74% in NextSeq 500). HRSV genome recovery was not affected by the presence or absence of duplicated reads but the computational demand during the analysis was increased. Considering that only samples with viral load ≥ E+06 copies/ml NPA were tested, no correlation between sample viral loads and number of total filtered reads was observed, nor with the mapped viral reads. The HRSV genomes showed a mean coverage of 98.46% with the best methodology. In addition, genomes of human metapneumovirus (HMPV), human rhinovirus (HRV) and human parainfluenza virus types 1–3 (HPIV1-3) were also obtained with the selected optimal methodology.
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Affiliation(s)
- Stephanie Goya
- Ricardo Gutiérrez Children’s Hospital, Ciudad Autónoma Buenos Aires, Argentina
- Consejo Nacional de Investigaciones Científicas y Tecnológicas (CONICET), Buenos Aires, Argentina
| | - Laura E. Valinotto
- Ricardo Gutiérrez Children’s Hospital, Ciudad Autónoma Buenos Aires, Argentina
- Consejo Nacional de Investigaciones Científicas y Tecnológicas (CONICET), Buenos Aires, Argentina
| | - Estefania Tittarelli
- Ricardo Gutiérrez Children’s Hospital, Ciudad Autónoma Buenos Aires, Argentina
- Consejo Nacional de Investigaciones Científicas y Tecnológicas (CONICET), Buenos Aires, Argentina
| | - Gabriel L. Rojo
- Ricardo Gutiérrez Children’s Hospital, Ciudad Autónoma Buenos Aires, Argentina
| | - Mercedes S. Nabaes Jodar
- Ricardo Gutiérrez Children’s Hospital, Ciudad Autónoma Buenos Aires, Argentina
- Ministerio de Salud de la Ciudad de Buenos Aires, Buenos Aires, Argentina
| | - Alexander L. Greninger
- Department of Laboratory Medicine, University of Washington, Seattle, Washington, United States of America
| | - Jonathan J. Zaiat
- Consejo Nacional de Investigaciones Científicas y Tecnológicas (CONICET), Buenos Aires, Argentina
- Argentine Bioinformatic Platform (BIA), Buenos Aires, Argentina
| | - Marcelo A. Marti
- Consejo Nacional de Investigaciones Científicas y Tecnológicas (CONICET), Buenos Aires, Argentina
- Argentine Bioinformatic Platform (BIA), Buenos Aires, Argentina
| | - Alicia S. Mistchenko
- Ricardo Gutiérrez Children’s Hospital, Ciudad Autónoma Buenos Aires, Argentina
- Comisión de Investigaciones Científicas (CIC), Buenos Aires, Argentina
| | - Mariana Viegas
- Ricardo Gutiérrez Children’s Hospital, Ciudad Autónoma Buenos Aires, Argentina
- Consejo Nacional de Investigaciones Científicas y Tecnológicas (CONICET), Buenos Aires, Argentina
- * E-mail:
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56
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Greninger AL, Knudsen GM, Roychoudhury P, Hanson DJ, Sedlak RH, Xie H, Guan J, Nguyen T, Peddu V, Boeckh M, Huang ML, Cook L, Depledge DP, Zerr DM, Koelle DM, Gantt S, Yoshikawa T, Caserta M, Hill JA, Jerome KR. Comparative genomic, transcriptomic, and proteomic reannotation of human herpesvirus 6. BMC Genomics 2018; 19:204. [PMID: 29554870 PMCID: PMC5859498 DOI: 10.1186/s12864-018-4604-2] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2017] [Accepted: 03/13/2018] [Indexed: 12/19/2022] Open
Abstract
Background Human herpesvirus-6A and -6B (HHV-6) are betaherpesviruses that reach > 90% seroprevalence in the adult population. Unique among human herpesviruses, HHV-6 can integrate into the subtelomeric regions of human chromosomes; when this occurs in germ line cells it causes a condition called inherited chromosomally integrated HHV-6 (iciHHV-6). Only two complete genomes are available for replicating HHV-6B, leading to numerous conflicting annotations and little known about the global genomic diversity of this ubiquitous virus. Results Using a custom capture panel for HHV-6B, we report complete genomes from 61 isolates of HHV-6B from active infections (20 from Japan, 35 from New York state, and 6 from Uganda), and 64 strains of iciHHV-6B (mostly from North America). HHV-6B sequence clustered by geography and illustrated extensive recombination. Multiple iciHHV-6B sequences from unrelated individuals across the United States were found to be completely identical, consistent with a founder effect. Several iciHHV-6B strains clustered with strains from recent active pediatric infection. Combining our genomic analysis with the first RNA-Seq and shotgun proteomics studies of HHV-6B, we completely reannotated the HHV-6B genome, altering annotations for more than 10% of existing genes, with multiple instances of novel splicing and genes that hitherto had gone unannotated. Conclusion Our results are consistent with a model of intermittent de novo integration of HHV-6B into host germline cells during active infection with a large contribution of founder effect in iciHHV-6B. Our data provide a significant advance in the genomic annotation of HHV-6B, which will contribute to the detection, diversity, and control of this virus. Electronic supplementary material The online version of this article (10.1186/s12864-018-4604-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Alexander L Greninger
- Department of Laboratory Medicine, University of Washington, Seattle, WA, USA. .,, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
| | - Giselle M Knudsen
- Department of Pharmaceutical Chemistry, University of California, San Francisco, CA, USA
| | - Pavitra Roychoudhury
- Department of Laboratory Medicine, University of Washington, Seattle, WA, USA.,, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Derek J Hanson
- Department of Laboratory Medicine, University of Washington, Seattle, WA, USA
| | - Ruth Hall Sedlak
- Department of Laboratory Medicine, University of Washington, Seattle, WA, USA
| | - Hong Xie
- Department of Laboratory Medicine, University of Washington, Seattle, WA, USA
| | - Jon Guan
- Department of Laboratory Medicine, University of Washington, Seattle, WA, USA
| | - Thuy Nguyen
- Department of Laboratory Medicine, University of Washington, Seattle, WA, USA
| | - Vikas Peddu
- Department of Laboratory Medicine, University of Washington, Seattle, WA, USA
| | - Michael Boeckh
- , Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Meei-Li Huang
- Department of Laboratory Medicine, University of Washington, Seattle, WA, USA
| | - Linda Cook
- Department of Laboratory Medicine, University of Washington, Seattle, WA, USA
| | - Daniel P Depledge
- Division of Infection and Immunity, University College London, London, UK
| | - Danielle M Zerr
- Department of Pediatrics, University of Washington, Seattle, WA, USA
| | - David M Koelle
- Department of Laboratory Medicine, University of Washington, Seattle, WA, USA
| | - Soren Gantt
- University of British Columbia, BC Children's Hospital Research Institute, Vancouver, Canada
| | - Tetsushi Yoshikawa
- Department of Pediatrics, Fujita Health University, Fujita, Toyoake, Japan
| | - Mary Caserta
- University of Rochester Medical Center School of Medicine, Rochester, New York, USA
| | - Joshua A Hill
- , Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Keith R Jerome
- Department of Laboratory Medicine, University of Washington, Seattle, WA, USA.,, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
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57
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Brown JR, Bharucha T, Breuer J. Encephalitis diagnosis using metagenomics: application of next generation sequencing for undiagnosed cases. J Infect 2018; 76:225-240. [PMID: 29305150 PMCID: PMC7112567 DOI: 10.1016/j.jinf.2017.12.014] [Citation(s) in RCA: 163] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2017] [Accepted: 12/22/2017] [Indexed: 12/27/2022]
Abstract
BACKGROUND Current estimates suggest that even in the most resourced settings, the aetiology of encephalitis is identified in less than half of clinical cases. It is acknowledged that filling this gap needs a combination of rigorous sampling and improved diagnostic technologies. Next generation sequencing (NGS) methods are powerful tools with the potential for comprehensive and unbiased detection of pathogens in clinical samples. We reviewed the use of this new technology for the diagnosis of suspected infectious encephalitis, and discuss the feasibility for introduction of NGS methods as a frontline diagnostic test. METHODS A systematic literature review was performed, using MESH and text word searches for variants of "sequencing" and "encephalitis" in Medline and EMbase, and searching bibliographies and citations using the Web of Science database. Two authors independently reviewed, extracted and summarised data. FINDINGS The review identified 25 articles reporting 44 case reports of patients with suspected encephalitis for whom NGS was used as a diagnostic tool. We present the data and highlight themes arising from these cases. There are no randomly controlled trials to assess the utility of NGS as a diagnostic tool. INTERPRETATION There is increasing evidence of a role for NGS in the work-up of undiagnosed encephalitis. Lower costs and increasing accessibility of these technologies will facilitate larger studies of these patients. We recommend NGS should be considered as a front-line diagnostic test in chronic and recurring presentations and, given current sample-to-result turn-around times, as second-line in acute cases of encephalitis.
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Affiliation(s)
- Julianne R Brown
- Microbiology, Virology and Infection Prevention and Control, Great Ormond Street Hospital for Children NHS Foundation Trust, UK.
| | - Tehmina Bharucha
- Infectious Diseases and Microbiology, Royal Free London NHS Foundation Trust, UK; Division of Infection and Immunity, University College London, UK
| | - Judith Breuer
- Microbiology, Virology and Infection Prevention and Control, Great Ormond Street Hospital for Children NHS Foundation Trust, UK; Division of Infection and Immunity, University College London, UK
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Comprehensive detection of pathogens in immunocompromised children with bloodstream infections by next-generation sequencing. Sci Rep 2018; 8:3784. [PMID: 29491477 PMCID: PMC5830625 DOI: 10.1038/s41598-018-22133-y] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2017] [Accepted: 02/15/2018] [Indexed: 12/11/2022] Open
Abstract
Bloodstream infection (BSI) is a severe complication in immunocompromised patients. Next-generation sequencing (NGS) allows us to analyze comprehensively and quantitatively all microorganisms present in a clinical sample. Thirty-five pediatric patients (12 with BSI and 23 with suspected BSI/negative blood culture) were enrolled. Plasma/serum samples were used for sequencing and the results were compared with those from blood culture. Sequencing reads of bacteria isolated in blood culture were identified by NGS in all plasma/serum samples at disease onset. Bacteria isolated in blood culture were identical to the dominant bacteria by NGS in 8 of 12 patients. Bacterial reads per million reads of the sequence depth (BR) > 200 and relative importance values of the dominant bacteria (P1) > 0.5 were employed to determine causative pathogens. Causative pathogens were detected using these criteria in 7 of 12 patients with BSI. Additionally, causative bacteria were detected in the plasma/serum at 7 days before disease onset in two patients with catheter-related BSI. Causative pathogens, including virus, were identified in three patients with suspected BSI. Lastly, a total of 62 resistance genes were detected by NGS. In conclusion, NGS is a new method to identify causative microorganisms in BSI and may predict BSI in some patients.
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59
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Ai JW, Zhang HC, Cui P, Xu B, Gao Y, Cheng Q, Li T, Wu H, Zhang WH. Dynamic and direct pathogen load surveillance to monitor disease progression and therapeutic efficacy in central nervous system infection using a novel semi-quantitive sequencing platform. J Infect 2017; 76:307-310. [PMID: 29146298 DOI: 10.1016/j.jinf.2017.11.002] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Accepted: 11/02/2017] [Indexed: 12/21/2022]
Affiliation(s)
- Jing-Wen Ai
- Department of infectious disease, Huashan Hospital of Fudan University, Shanghai, China
| | - Hao-Cheng Zhang
- Department of infectious disease, Huashan Hospital of Fudan University, Shanghai, China
| | - Peng Cui
- Department of infectious disease, Huashan Hospital of Fudan University, Shanghai, China
| | - Bin Xu
- Department of infectious disease, Huashan Hospital of Fudan University, Shanghai, China
| | - Yan Gao
- Department of infectious disease, Huashan Hospital of Fudan University, Shanghai, China
| | - Qi Cheng
- Department of infectious disease, Huashan Hospital of Fudan University, Shanghai, China
| | - Tao Li
- Shanghai public Health Clinical Center, Shanghai, China
| | - Honglong Wu
- Binhai Genomics Institute, Tianjin Translational Genomics Center, BGI-Tianjin, BGI-Shenzhen, Tianjin, China
| | - Wen-Hong Zhang
- Department of infectious disease, Huashan Hospital of Fudan University, Shanghai, China.
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60
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Comprehensive detection of viruses in pediatric patients with acute liver failure using next-generation sequencing. J Clin Virol 2017; 96:67-72. [PMID: 28992518 DOI: 10.1016/j.jcv.2017.10.001] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2017] [Revised: 09/26/2017] [Accepted: 10/01/2017] [Indexed: 01/03/2023]
Abstract
BACKGROUND Pediatric acute liver failure (PALF) is a rare and severe syndrome that frequently requires liver transplantation. Viruses are one of the most frequent causes of this disease, however, pathogenic viruses are not determined in many patients. Recently next-generation sequencing (NGS) has been applied to comprehensively detect pathogens of infectious diseases of unknown etiology. OBJECTIVES To evaluate an NGS-based approach for detecting pathogenic viruses in patients with PALF or acute hepatitis of unknown etiology. STUDY DESIGN To detect virus-derived DNA and RNA sequences existing in sera/plasma from patients, both DNA and RNA sequencing were performed. First, we validated the ability of NGS to detect viral pathogens in clinical serum/plasma samples, and compared different commercial RNA library preparation methods Then, serum/plasma of fourteen patients with PALF or acute hepatitis of unknown etiology were evaluated using NGS. RESULTS Among three RNA library preparation methods, Ovation RNA-Seq System V2 had the highest sensitivity to detect RNA viral sequences. Among fourteen patients, sequence reads of torque teno virus, adeno-associated virus, and stealth virus were found in the sera of one patient each, however, the pathophysiological role of these three viruses was not clarified. Significant virus reads were not detected in the remaining 11 patients. CONCLUSIONS This finding might be due to low virus titer in blood at the time of referral or a non-infectious cause might be more frequent. These results suggest an NGS-based approach has potential to detect viral pathogens in clinical samples and would contribute to clarification of the etiology of PALF.
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61
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Kaneko M, Takanashi S, Thongprachum A, Hanaoka N, Fujimoto T, Nagasawa K, Kimura H, Okitsu S, Mizuguchi M, Ushijima H. Identification of vaccine-derived rotavirus strains in children with acute gastroenteritis in Japan, 2012-2015. PLoS One 2017; 12:e0184067. [PMID: 28902863 PMCID: PMC5597190 DOI: 10.1371/journal.pone.0184067] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2017] [Accepted: 08/17/2017] [Indexed: 12/21/2022] Open
Abstract
Two live attenuated oral rotavirus vaccines, Rotarix and RotaTeq, have been introduced as voluntary vaccination in Japan since 2011 and 2012, respectively. Effectiveness of the vaccines has been confirmed, whereas concerns such as shedding of the vaccine strains and gastroenteritis cases caused by vaccine strains are not well assessed. We aimed to identify the vaccine strains in children with acute gastroenteritis (AGE) to investigate the prevalence of AGE caused by vaccination or horizontal transmission of vaccine strains. A total of 1,824 stool samples were collected from children with AGE at six outpatient clinics in 2012-2015. Among all, 372 group A rotavirus (RVA) positive samples were screened for vaccine components by real-time RT-PCR which were designed to differentiate vaccine strains from rotavirus wild-type strains with high specificity. For samples possessing both vaccine and wild-type strains, analyses by next-generation sequencing (NGS) were conducted to characterize viruses existed in the intestine. As a result, Rotarix-derived strains were identified in 6 of 372 (1.6%) RVA positive samples whereas no RotaTeq strain was detected. Among six samples, four possessed Rotarix-derived strains while two possessed both Rotarix-derived strains and wild-type strains. In addition, other pathogens such as norovirus, enterovirus and E.coli were detected in four samples. The contribution of these vaccine strains to each patient's symptoms was unclear as all of the cases were vaccinated 2-14 days before sample collection. Proportion of average coverage for each segmented gene by NGS strongly suggested the concurrent infection of the vaccine-derived strain and the wild-type strain rather than reassortment of these two strains in one sample. This is the first study to report the prevalence of vaccine-derived strains in patients with RVA AGE in Japan as 1.6% without evidence of horizontal transmission. The results emphasized the importance of continuous monitoring on vaccine strains and their clinical impacts on children.
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Affiliation(s)
- Mei Kaneko
- Department of Developmental Medical Sciences, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Sayaka Takanashi
- Department of Developmental Medical Sciences, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Aksara Thongprachum
- Division of Microbiology, Department of Pathology and Microbiology, School of Medicine, Nihon University, Tokyo, Japan
| | - Nozomu Hanaoka
- Infectious Disease Surveillance Center, National Institute of Infectious Diseases, Tokyo, Japan
| | - Tsuguto Fujimoto
- Infectious Disease Surveillance Center, National Institute of Infectious Diseases, Tokyo, Japan
| | - Koo Nagasawa
- Infectious Disease Surveillance Center, National Institute of Infectious Diseases, Tokyo, Japan
| | - Hirokazu Kimura
- Infectious Disease Surveillance Center, National Institute of Infectious Diseases, Tokyo, Japan
| | - Shoko Okitsu
- Department of Developmental Medical Sciences, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
- Division of Microbiology, Department of Pathology and Microbiology, School of Medicine, Nihon University, Tokyo, Japan
| | - Masashi Mizuguchi
- Department of Developmental Medical Sciences, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Hiroshi Ushijima
- Department of Developmental Medical Sciences, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
- Division of Microbiology, Department of Pathology and Microbiology, School of Medicine, Nihon University, Tokyo, Japan
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Chansaenroj J, Tuanthap S, Thanusuwannasak T, Duang-in A, Klinfueng S, Thaneskongtong N, Vutithanachot V, Vongpunsawad S, Poovorawan Y. Human enteroviruses associated with and without diarrhea in Thailand between 2010 and 2016. PLoS One 2017; 12:e0182078. [PMID: 28750058 PMCID: PMC5531555 DOI: 10.1371/journal.pone.0182078] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2017] [Accepted: 07/12/2017] [Indexed: 11/23/2022] Open
Abstract
Non-bacterial acute gastroenteritis (AGE) associated with virus infection affects individuals living in developing countries, especially children. To investigate whether shedding of certain human enterovirus (EV) is more frequently detected in the stool of individuals with AGE of unknown etiology than individuals without AGE symptoms, we tested fecal samples collected from 2,692 individuals with diarrhea between January 2010 and December 2016. Samples were tested for rotavirus, norovirus, and EV by reverse-transcription polymerase chain reaction (RT-PCR) and adenovirus by PCR. EV-positive samples were subjected to sequencing and phylogenetic analysis to identify EV species and types. Findings were compared to EV found in 1,310 fecal samples from individuals without AGE who were diagnosed with hand, foot, and mouth disease (HFMD). While the majority of viruses identified in AGE consisted of human rotavirus (22.7%), norovirus (11.4%) and adenovirus (9.3%), we identified EV (6.2%) belonging mainly to species B, C, and rhinovirus. In contrast, >92% of EV found without AGE symptoms belonged to species A. Although AGE symptoms are not often attributed to EV infection, EV was associated with diarrhea of unknown etiology at least in 3.4% of AGE cases. While CV-A6 was most likely to be found in stools of HFMD patients, rhinovirus A and C were the two most common EV species associated with AGE. Elucidating group-specific EV infection in diseases with and without AGE will be useful in assisting identification, clinical management, and the surveillance of EV infection in the community.
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Affiliation(s)
- Jira Chansaenroj
- Center of Excellence in Clinical Virology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Supansa Tuanthap
- Center of Excellence in Clinical Virology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Thanundorn Thanusuwannasak
- Center of Excellence in Clinical Virology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Ausanee Duang-in
- Center of Excellence in Clinical Virology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Sirapa Klinfueng
- Center of Excellence in Clinical Virology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | | | | | - Sompong Vongpunsawad
- Center of Excellence in Clinical Virology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Yong Poovorawan
- Center of Excellence in Clinical Virology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
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63
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Ziebell H, MacDiarmid R. Prospects for engineering and improvement of cross-protective virus strains. Curr Opin Virol 2017; 26:8-14. [PMID: 28743041 DOI: 10.1016/j.coviro.2017.06.010] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2017] [Accepted: 06/21/2017] [Indexed: 11/17/2022]
Abstract
Mild strain cross-protection is currently an important method for the production of high quality plant products; despite challenge from severe virus isolates the initial protecting strain precludes symptom development. The mechanism of cross-protection is not yet resolved as RNA silencing does not sufficiently explain the phenomenon. Six requirements have been put forward to ensure long-lasting protection. We propose two additional requirements for effective and durable mild strain cross-protection; mild strains based on knowledge of the mechanism and consideration of impacts to consumers. Future research on predicting phenotype from genotype and understanding virus-plant and virus-vector interactions will enable improvement of cross-protective strains. Shared international databases of whole ecosystem interactions across a wide range of virus patho- and symbiotic-systems will form the basis for making step-change advances towards our collective ability to engineer and improve mild strain cross-protection.
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Affiliation(s)
- Heiko Ziebell
- Institute for Epidemiology and Pathogen Diagnostics, Julius Kühn-Institut, Messeweg 11-12, 38104 Braunschweig, Germany.
| | - Robin MacDiarmid
- New Zealand Institute for Plant and Food Research Limited, Private Bag 92169, Auckland, New Zealand
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