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Nabisubi P, Kanyerezi S, Kebirungi G, Sserwadda I, Nsubuga M, Kisitu G, Nahirya PN, Mulindwa B, Akabwai GP, Nantongo S, Kekitiinwa A, Kigozi E, Luutu NM, Katabazi FA, Kalema L, Katabalwa A, Jjingo D, Mboowa G. Beyond the fever: shotgun metagenomic sequencing of stool unveils pathogenic players in HIV-infected children with non-malarial febrile illness. BMC Infect Dis 2025; 25:96. [PMID: 39838275 PMCID: PMC11752807 DOI: 10.1186/s12879-025-10517-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2024] [Accepted: 01/16/2025] [Indexed: 01/23/2025] Open
Abstract
BACKGROUND Non-malarial febrile illnesses (NMFI) pose significant challenges in HIV-infected children, often leading to severe complications and increased morbidity. While traditional diagnostic approaches focus on specific pathogens, shotgun metagenomic sequencing offers a comprehensive tool to explore the microbial landscape underlying NMFI in this vulnerable population ensuring effective management. METHODS In this study, we employed shotgun metagenomics to analyse stool samples from HIV-infected children at the Baylor Children's Clinic Uganda presenting with non-malarial febrile illness. Samples were collected and subjected to DNA extraction at the Molecular and Genomics Laboratory, Makerere University followed by shotgun metagenomics sequencing at the Chan Zuckerberg Biohub San Francisco. Bioinformatics analysis was conducted to identify and characterise the microbial composition and potential pathogenic taxa associated with NMFI using the CZID pipeline. RESULTS Our findings reveal a diverse array of microbial taxa in the stool samples of HIV-infected children with NMFI. Importantly, shotgun metagenomics revealed potentially pathogenic players including Trichomonas vaginalis, Candida albicans, Giardia, and Bacteroides in stool from this patient population. This sheds light on the complexities of microbial interactions that potentially underpin non-malarial febrile illness in this group. Taxonomic profiling identified recognised pathogens and comorbidities and revealed possible new correlations with NMFI, shedding light on the pathophysiology of fever in HIV-infected children. CONCLUSION Shotgun metagenomics is a valuable method for understanding the gut microbial landscape of NMFI in HIV-infected children, providing a comprehensive approach to pathogen identification and characterisation. By revealing potential pathogenic actors beyond the fever, this work demonstrates how metagenomic sequencing may improve our knowledge of infectious illnesses in vulnerable groups and inspire targeted therapies for better clinical care and outcomes.
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Affiliation(s)
- Patricia Nabisubi
- The African Centre of Excellence in Bioinformatics and Data-Intensive Sciences, Kampala, Uganda
- The Infectious Diseases Institute, College of Health Sciences, Makerere University, P.O Box 22418, Kampala, Uganda
- Department of Immunology and Molecular Biology, School of Biomedical Sciences, College of Health Sciences, Makerere University, P.O Box 7072, Kampala, Uganda
| | - Stephen Kanyerezi
- The African Centre of Excellence in Bioinformatics and Data-Intensive Sciences, Kampala, Uganda
- The Infectious Diseases Institute, College of Health Sciences, Makerere University, P.O Box 22418, Kampala, Uganda
- Africa Centres for Disease Control and Prevention, African Union Commission, Roosevelt Street, P.O. Box 3243, Addis Ababa, W21 K19, Ethiopia
- National Health Laboratories and Diagnostics Services, Central Public Health Laboratories, Ministry of Health, P.O Box 7272, Kampala, Uganda
- Department of Immunology and Molecular Biology, School of Biomedical Sciences, College of Health Sciences, Makerere University, P.O Box 7072, Kampala, Uganda
| | - Grace Kebirungi
- The African Centre of Excellence in Bioinformatics and Data-Intensive Sciences, Kampala, Uganda
- The Infectious Diseases Institute, College of Health Sciences, Makerere University, P.O Box 22418, Kampala, Uganda
| | - Ivan Sserwadda
- The African Centre of Excellence in Bioinformatics and Data-Intensive Sciences, Kampala, Uganda
- The Infectious Diseases Institute, College of Health Sciences, Makerere University, P.O Box 22418, Kampala, Uganda
- Department of Immunology and Molecular Biology, School of Biomedical Sciences, College of Health Sciences, Makerere University, P.O Box 7072, Kampala, Uganda
| | - Mike Nsubuga
- The African Centre of Excellence in Bioinformatics and Data-Intensive Sciences, Kampala, Uganda
| | - Grace Kisitu
- Baylor College of Medicine Children's Foundation, Mulago Hospital, Kampala, Uganda
| | | | - Bonny Mulindwa
- Baylor College of Medicine Children's Foundation, Mulago Hospital, Kampala, Uganda
| | - George P Akabwai
- Baylor College of Medicine Children's Foundation, Mulago Hospital, Kampala, Uganda
| | - Sylvia Nantongo
- The African Centre of Excellence in Bioinformatics and Data-Intensive Sciences, Kampala, Uganda
| | - Adeodata Kekitiinwa
- Baylor College of Medicine Children's Foundation, Mulago Hospital, Kampala, Uganda
| | - Edgar Kigozi
- Department of Immunology and Molecular Biology, School of Biomedical Sciences, College of Health Sciences, Makerere University, P.O Box 7072, Kampala, Uganda
| | - Nsubuga Moses Luutu
- Department of Immunology and Molecular Biology, School of Biomedical Sciences, College of Health Sciences, Makerere University, P.O Box 7072, Kampala, Uganda
| | - Fred Ashaba Katabazi
- Department of Immunology and Molecular Biology, School of Biomedical Sciences, College of Health Sciences, Makerere University, P.O Box 7072, Kampala, Uganda
| | - Leymon Kalema
- Department of Immunology and Molecular Biology, School of Biomedical Sciences, College of Health Sciences, Makerere University, P.O Box 7072, Kampala, Uganda
| | - Andrew Katabalwa
- Department of Immunology and Molecular Biology, School of Biomedical Sciences, College of Health Sciences, Makerere University, P.O Box 7072, Kampala, Uganda
| | - Daudi Jjingo
- The African Centre of Excellence in Bioinformatics and Data-Intensive Sciences, Kampala, Uganda
- The Infectious Diseases Institute, College of Health Sciences, Makerere University, P.O Box 22418, Kampala, Uganda
- Department of Immunology and Molecular Biology, School of Biomedical Sciences, College of Health Sciences, Makerere University, P.O Box 7072, Kampala, Uganda
| | - Gerald Mboowa
- The African Centre of Excellence in Bioinformatics and Data-Intensive Sciences, Kampala, Uganda.
- The Infectious Diseases Institute, College of Health Sciences, Makerere University, P.O Box 22418, Kampala, Uganda.
- National Health Laboratories and Diagnostics Services, Central Public Health Laboratories, Ministry of Health, P.O Box 7272, Kampala, Uganda.
- Department of Immunology and Molecular Biology, School of Biomedical Sciences, College of Health Sciences, Makerere University, P.O Box 7072, Kampala, Uganda.
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Spottiswoode N, Tsitsiklis A, Chu VT, Phan HV, DeVoe C, Love C, Ghale R, Bloomstein J, Zha BS, Maguire CP, Glascock A, Sarma A, Mourani PM, Kalantar KL, Detweiler A, Neff N, Haller SC, DeRisi JL, Erle DJ, Hendrickson CM, Kangelaris KN, Krummel MF, Matthay MA, Woodruff PG, Calfee CS, Langelier CR. Microbial dynamics and pulmonary immune responses in COVID-19 secondary bacterial pneumonia. Nat Commun 2024; 15:9339. [PMID: 39472555 PMCID: PMC11522429 DOI: 10.1038/s41467-024-53566-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 10/16/2024] [Indexed: 11/02/2024] Open
Abstract
Secondary bacterial pneumonia (2°BP) is associated with significant morbidity following respiratory viral infection, yet remains incompletely understood. In a prospective cohort of 112 critically ill adults intubated for COVID-19, we comparatively assess longitudinal airway microbiome dynamics and the pulmonary transcriptome of patients who developed 2°BP versus controls who did not. We find that 2°BP is significantly associated with both mortality and corticosteroid treatment. The pulmonary microbiome in 2°BP is characterized by increased bacterial RNA mass and dominance of culture-confirmed pathogens, detectable days prior to 2°BP clinical diagnosis, and frequently also present in nasal swabs. Assessment of the pulmonary transcriptome reveals suppressed TNFα signaling in patients with 2°BP, and sensitivity analyses suggest this finding is mediated by corticosteroid treatment. Further, we find that increased bacterial RNA mass correlates with reduced expression of innate and adaptive immunity genes in both 2°BP patients and controls. Taken together, our findings provide fresh insights into the microbial dynamics and host immune features of COVID-19-associated 2°BP, and suggest that suppressed immune signaling, potentially mediated by corticosteroid treatment, permits expansion of opportunistic bacterial pathogens.
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Affiliation(s)
- Natasha Spottiswoode
- Division of Infectious Diseases, Department of Medicine, University of California, San Francisco, CA, USA
| | - Alexandra Tsitsiklis
- Division of Infectious Diseases, Department of Medicine, University of California, San Francisco, CA, USA
| | - Victoria T Chu
- Department of Pediatrics, University of California, San Francisco, CA, USA
- Chan Zuckerberg Biohub San Francisco, San Francisco, CA, USA
| | - Hoang Van Phan
- Division of Infectious Diseases, Department of Medicine, University of California, San Francisco, CA, USA
| | - Catherine DeVoe
- Division of Infectious Diseases, Department of Medicine, University of California, San Francisco, CA, USA
| | - Christina Love
- Division of Infectious Diseases, Department of Medicine, University of California, San Francisco, CA, USA
| | - Rajani Ghale
- Division of Infectious Diseases, Department of Medicine, University of California, San Francisco, CA, USA
- Division of Pulmonary, Department of Medicine, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, CA, USA
| | | | - Beth Shoshana Zha
- Division of Pulmonary, Department of Medicine, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, CA, USA
| | | | | | - Aartik Sarma
- Division of Pulmonary, Department of Medicine, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, CA, USA
| | - Peter M Mourani
- Department of Pediatrics, Arkansas Children's, Little Rock, AR, USA
| | | | | | - Norma Neff
- Chan Zuckerberg Biohub San Francisco, San Francisco, CA, USA
| | - Sidney C Haller
- Division of Pulmonary, Department of Medicine, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, CA, USA
| | - Joseph L DeRisi
- Chan Zuckerberg Biohub San Francisco, San Francisco, CA, USA
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA, USA
| | - David J Erle
- Division of Pulmonary, Department of Medicine, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, CA, USA
- UCSF CoLabs, University of California, San Francisco, CA, USA
- Lung Biology Center, University of California, San Francisco, CA, USA
| | - Carolyn M Hendrickson
- Division of Pulmonary, Department of Medicine, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, CA, USA
| | | | - Matthew F Krummel
- Department of Pathology, University of California, San Francisco, CA, USA
| | - Michael A Matthay
- Division of Pulmonary, Department of Medicine, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, CA, USA
| | - Prescott G Woodruff
- Division of Pulmonary, Department of Medicine, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, CA, USA
- Lung Biology Center, University of California, San Francisco, CA, USA
| | - Carolyn S Calfee
- Division of Pulmonary, Department of Medicine, Critical Care, Allergy and Sleep Medicine, University of California, San Francisco, CA, USA
| | - Charles R Langelier
- Division of Infectious Diseases, Department of Medicine, University of California, San Francisco, CA, USA.
- Chan Zuckerberg Biohub San Francisco, San Francisco, CA, USA.
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Bosilj M, Suljič A, Zakotnik S, Slunečko J, Kogoj R, Korva M. MetaAll: integrative bioinformatics workflow for analysing clinical metagenomic data. Brief Bioinform 2024; 25:bbae597. [PMID: 39550223 PMCID: PMC11568877 DOI: 10.1093/bib/bbae597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Revised: 10/17/2024] [Accepted: 11/11/2024] [Indexed: 11/18/2024] Open
Abstract
Over the past decade, there have been many improvements in the field of metagenomics, including sequencing technologies, advances in bioinformatics and the development of reference databases, but a one-size-fits-all sequencing and bioinformatics pipeline does not yet seem achievable. In this study, we address the bioinformatics part of the analysis by combining three methods into a three-step workflow that increases the sensitivity and specificity of clinical metagenomics and improves pathogen detection. The individual tools are combined into a user-friendly workflow suitable for analysing short paired-end (PE) and long reads from metagenomics datasets-MetaAll. To demonstrate the applicability of the developed workflow, four complicated clinical cases with different disease presentations and multiple samples collected from different biological sites as well as the CAMI Clinical pathogen detection challenge dataset were used. MetaAll was able to identify putative pathogens in all but one case. In this case, however, traditional microbiological diagnostics were also unsuccessful. In addition, co-infection with Haemophilus influenzae and Human rhinovirus C54 was detected in case 1 and co-infection with SARS-Cov-2 and Influenza A virus (FluA) subtype H3N2 was detected in case 3. In case 2, in which conventional diagnostics could not find a pathogen, mNGS pointed to Klebsiella pneumoniae as the suspected pathogen. Finally, this study demonstrated the importance of combining read classification, contig validation and targeted reference mapping for more reliable detection of infectious agents in clinical metagenome samples.
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Affiliation(s)
- Martin Bosilj
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, Zaloška cesta 4, 1000 Ljubljana, Slovenia
| | - Alen Suljič
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, Zaloška cesta 4, 1000 Ljubljana, Slovenia
| | - Samo Zakotnik
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, Zaloška cesta 4, 1000 Ljubljana, Slovenia
| | - Jan Slunečko
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, Zaloška cesta 4, 1000 Ljubljana, Slovenia
| | - Rok Kogoj
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, Zaloška cesta 4, 1000 Ljubljana, Slovenia
| | - Misa Korva
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, Zaloška cesta 4, 1000 Ljubljana, Slovenia
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Tyagi S, Katara P. Metatranscriptomics: A Tool for Clinical Metagenomics. OMICS : A JOURNAL OF INTEGRATIVE BIOLOGY 2024; 28:394-407. [PMID: 39029911 DOI: 10.1089/omi.2024.0130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/21/2024]
Abstract
In the field of bioinformatics, amplicon sequencing of 16S rRNA genes has long been used to investigate community membership and taxonomic abundance in microbiome studies. As we can observe, shotgun metagenomics has become the dominant method in this field. This is largely owing to advancements in sequencing technology, which now allow for random sequencing of the entire genetic content of a microbiome. Furthermore, this method allows profiling both genes and the microbiome's membership. Although these methods have provided extensive insights into various microbiomes, they solely assess the existence of organisms or genes, without determining their active role within the microbiome. Microbiome scholarship now includes metatranscriptomics to decipher how a community of microorganisms responds to changing environmental conditions over a period of time. Metagenomic studies identify the microbes that make up a community but metatranscriptomics explores the diversity of active genes within that community, understanding their expression profile and observing how these genes respond to changes in environmental conditions. This expert review article offers a critical examination of the computational metatranscriptomics tools for studying the transcriptomes of microbial communities. First, we unpack the reasons behind the need for community transcriptomics. Second, we explore the prospects and challenges of metatranscriptomic workflows, starting with isolation and sequencing of the RNA community, then moving on to bioinformatics approaches for quantifying RNA features, and statistical techniques for detecting differential expression in a community. Finally, we discuss strengths and shortcomings in relation to other microbiome analysis approaches, pipelines, use cases and limitations, and contextualize metatranscriptomics as a tool for clinical metagenomics.
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Affiliation(s)
- Shivani Tyagi
- Computational Omics Lab, Centre of Bioinformatics, IIDS, University of Allahabad, Prayagraj, India
| | - Pramod Katara
- Computational Omics Lab, Centre of Bioinformatics, IIDS, University of Allahabad, Prayagraj, India
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5
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Rajeev S, Nishan K, Dipesh T, M TC, Manu V, Vida A, Juliana G, Surendra Kumar M, Binod G, Runa J. Investigation of acute encephalitis syndrome with implementation of metagenomic next generation sequencing in Nepal. BMC Infect Dis 2024; 24:734. [PMID: 39054413 PMCID: PMC11274775 DOI: 10.1186/s12879-024-09628-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 07/17/2024] [Indexed: 07/27/2024] Open
Abstract
BACKGROUND The causative agents of Acute Encephalitis Syndrome remain unknown in 68-75% of the cases. In Nepal, the cases are tested only for Japanese encephalitis, which constitutes only about 15% of the cases. However, there could be several organisms, including vaccine-preventable etiologies that cause acute encephalitis, when identified could direct public health efforts for prevention, including addressing gaps in vaccine coverage. OBJECTIVES This study employs metagenomic next-generation-sequencing in the investigation of underlying causative etiologies contributing to acute encephalitis syndrome in Nepal. METHODS In this study, we investigated 90, Japanese-encephalitis-negative, banked cerebrospinal fluid samples that were collected as part of a national surveillance network in 2016 and 2017. Randomization was done to include three age groups (< 5-years; 5-14-years; >15-years). Only some metadata (age and gender) were available. The investigation was performed in two batches which included total nucleic-acid extraction, followed by individual library preparation (DNA and RNA) and sequencing on Illumina iSeq100. The genomic data were interpreted using Chan Zuckerberg-ID and confirmed with polymerase-chain-reaction. RESULTS Human-alphaherpes-virus 2 and Enterovirus-B were seen in two samples. These hits were confirmed by qPCR and semi-nested PCR respectively. Most of the other samples were marred by low abundance of pathogen, possible freeze-thaw cycles, lack of process controls and associated clinical metadata. CONCLUSION From this study, two documented causative agents were revealed through metagenomic next-generation-sequencing. Insufficiency of clinical metadata, process controls, low pathogen abundance and absence of standard procedures to collect and store samples in nucleic-acid protectants could have impeded the study and incorporated ambiguity while correlating the identified hits to infection. Therefore, there is need of standardized procedures for sample collection, inclusion of process controls and clinical metadata. Despite challenging conditions, this study highlights the usefulness of mNGS to investigate diseases with unknown etiologies and guide development of adequate clinical-management-algorithms and outbreak investigations in Nepal.
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Affiliation(s)
- Shrestha Rajeev
- Center for Infectious Disease Research and Surveillance, Dhulikhel Hospital Kathmandu University Hospital, Dhulikhel, Nepal.
- Department of Pharmacology, Kathmandu University School of Medical Sciences, Dhulikhel, Nepal.
- Molecular and Genome Sequencing Research Lab, Dhulikhel Hospital Kathmandu University Hospital, Dhulikhel, Nepal.
| | - Katuwal Nishan
- Center for Infectious Disease Research and Surveillance, Dhulikhel Hospital Kathmandu University Hospital, Dhulikhel, Nepal
- Molecular and Genome Sequencing Research Lab, Dhulikhel Hospital Kathmandu University Hospital, Dhulikhel, Nepal
| | - Tamrakar Dipesh
- Center for Infectious Disease Research and Surveillance, Dhulikhel Hospital Kathmandu University Hospital, Dhulikhel, Nepal
- Department of Community Medicine, Kathmandu University School of Medical Sciences, Dhulikhel, Nepal
| | - Tato Cristina M
- Rapid Response Team, Chan Zuckerberg Biohub, San Francisco, USA
| | | | - Ahyong Vida
- Rapid Response Team, Chan Zuckerberg Biohub, San Francisco, USA
| | - Gil Juliana
- Rapid Response Team, Chan Zuckerberg Biohub, San Francisco, USA
| | - Madhup Surendra Kumar
- Department of Microbiology, Kathmandu University School of Medical Sciences, Dhulikhel, Nepal
| | - Gupta Binod
- Emergency Preparedness and Operation, WHE Program, World Health Organization, Kathmandu, Nepal
| | - Jha Runa
- National Public Health Laboratory, Kathmandu, Nepal
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Shepherd JG, Ashraf S, Salazar-Gonzalez JF, Salazar MG, Downing RG, Bukenya H, Jerome H, Mpanga JT, Davis C, Tong L, Sreenu VB, Atiku LA, Logan N, Kajik E, Mukobi Y, Mungujakisa C, Olowo MV, Tibo E, Wunna F, Jackson Ireland H, Blunsum AE, Owolabi I, da Silva Filipe A, Bwogi J, Willett BJ, Lutwama JJ, Streicker DG, Kaleebu P, Thomson EC. Widespread human exposure to ledanteviruses in Uganda: A population study. PLoS Negl Trop Dis 2024; 18:e0012297. [PMID: 38976760 PMCID: PMC11257405 DOI: 10.1371/journal.pntd.0012297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 07/18/2024] [Accepted: 06/17/2024] [Indexed: 07/10/2024] Open
Abstract
Le Dantec virus (LDV), assigned to the species Ledantevirus ledantec, genus Ledantevirus, family Rhabdoviridae has been associated with human disease but has gone undetected since the 1970s. We describe the detection of LDV in a human case of undifferentiated fever in Uganda by metagenomic sequencing and demonstrate a serological response using ELISA and pseudotype neutralisation. By screening 997 individuals sampled in 2016, we show frequent exposure to ledanteviruses with 76% of individuals seropositive in Western Uganda, but lower seroprevalence in other areas. Serological cross-reactivity as measured by pseudotype-based neutralisation was confined to ledanteviruses, indicating population seropositivity may represent either exposure to LDV or related ledanteviruses. We also describe the discovery of a closely related ledantevirus in blood from the synanthropic rodent Mastomys erythroleucus. Ledantevirus infection is common in Uganda but is geographically heterogenous. Further surveys of patients presenting with acute fever are required to determine the contribution of these emerging viruses to febrile illness in Uganda.
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Affiliation(s)
- James G. Shepherd
- Medical Research Council-University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
| | - Shirin Ashraf
- Medical Research Council-University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
| | - Jesus F. Salazar-Gonzalez
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Maria G. Salazar
- Medical Research Council/Uganda Virus Research Institute and London School of Hygiene & Tropical Medicine Uganda Research Unit, Entebbe, Uganda
| | | | | | - Hanna Jerome
- Medical Research Council-University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
| | | | - Chris Davis
- Medical Research Council-University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
| | - Lily Tong
- Medical Research Council-University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
| | - Vattipally B. Sreenu
- Medical Research Council-University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
| | | | - Nicola Logan
- Medical Research Council-University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
| | | | | | | | | | | | - Fred Wunna
- Uganda Virus Research Institute, Entebbe, Uganda
| | - Hollie Jackson Ireland
- Medical Research Council-University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
| | - Andrew E. Blunsum
- Medical Research Council-University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
| | - Iyanuoluwani Owolabi
- Medical Research Council-University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
| | - Ana da Silva Filipe
- Medical Research Council-University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
| | | | - Brian J. Willett
- Medical Research Council-University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
| | | | - Daniel G. Streicker
- Medical Research Council-University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
| | - Pontiano Kaleebu
- Medical Research Council/Uganda Virus Research Institute and London School of Hygiene & Tropical Medicine Uganda Research Unit, Entebbe, Uganda
- Uganda Virus Research Institute, Entebbe, Uganda
| | - Emma C. Thomson
- Medical Research Council-University of Glasgow Centre for Virus Research, Glasgow, United Kingdom
- London School of Hygiene and Tropical Medicine, London, United Kingdom
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Sinha R, Zhu Z, Park S, Rebello C, Kinsella B, Friedewald J, Kleiboeker S. Combined Metagenomic Viral Detection and Donor-Derived Cell-Free DNA Quantification in Plasma From Kidney Transplant Recipients. Transplant Proc 2024; 56:1522-1530. [PMID: 38972761 DOI: 10.1016/j.transproceed.2024.06.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 05/27/2024] [Accepted: 06/07/2024] [Indexed: 07/09/2024]
Abstract
BACKGROUND Kidney transplant recipients require potent immunosuppression and are predisposed to opportunistic infections, many of which have a viral etiology. Currently, viral assays detect and quantify single pathogens using PCR or qPCR. An unbiased sequencing method with comparable accuracy would allow simultaneous monitoring of multiple viral pathogens and nonpathogenic Anelloviridae. The quantification of donor-derived cell-free DNA (dd-cfDNA) is an established method for the detection of allograft rejection, and a single workflow combining dd-cfDNA quantification and viral detection represents an opportunity to improve patient monitoring and management. METHODS Whole genome sequencing of cell-free DNA was performed using 1,980 plasma samples from 256 subjects enrolled in a multi-center study. Non-human sequences underwent reference-assisted assembly and taxonomic annotation of the viral DNA pathogens. RESULTS Of the 1,980 samples tested, 1,453 (73.4%) had ≥1 viral detection(s), either a known viral pathogen or torque teno virus (TTV), with positivity rates generally declining 12-18 months post-transplant. Concordance of metagenomic NGS (mNGS) viral detection with qPCR detection was 97.7% (94.1% sensitivity, 98.2% specificity), and a linear relationship was demonstrated between mNGS viral quantitation and qPCR results. BK virus, cytomegalovirus, and Epstein-Barr virus were detected by sequencing up to 60 days prior to independently established clinical diagnoses. CONCLUSIONS Whole-genome sequencing allows simultaneous quantification of dd-cfDNA as well as sensitive and early detection of viral infection through secondary analysis of the same sequencing results. In combination with dd-cfDNA, mNGS viral detection may provide additional pathogen surveillance results and serve as a useful biomarker for both over- and under-immunosuppression.
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Affiliation(s)
- Rohita Sinha
- Eurofins Viracor Clinical Diagnostics, Lenexa, Kansas
| | - Zixuan Zhu
- Eurofins Viracor Clinical Diagnostics, Lenexa, Kansas
| | - Sookhyeon Park
- Northwestern University, Feinberg School of Medicine, Chicago, Illinois
| | | | - Bradley Kinsella
- Northwestern University, Feinberg School of Medicine, Chicago, Illinois
| | - John Friedewald
- Northwestern University, Feinberg School of Medicine, Chicago, Illinois
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8
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Guo Q, Zhang S. Clinical applications and challenges of metagenomic next-generation sequencing in the diagnosis of pediatric infectious disease. J LAB MED 2024; 48:97-106. [DOI: 10.1515/labmed-2023-0158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2025] Open
Abstract
Abstract
Infectious diseases seriously threaten the lives of children. Timely and accurate detection of pathogenic microorganisms and targeted medication are the keys to the diagnosing and treatment of infectious diseases in children. The next-generation metagenomic sequencing technology has attracted great attention in infectious diseases because of its characteristics such as no culture, high throughput, short detection cycle, wide coverage, and a good application prospect. In this paper, we review the studies of metagenomic next-generation sequencing in pediatric infectious diseases and analyze the challenges of its application in pediatric diseases.
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Affiliation(s)
- Qiang Guo
- Department of Clinical Laboratory , Anhui Children’s Hospital , Hefei , P.R. China
| | - Shihai Zhang
- Department of Clinical Laboratory , Anhui Children’s Hospital , Hefei , P.R. China
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9
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Weary TE, Pappas T, Tusiime P, Tuhaise S, Otali E, Emery Thompson M, Ross E, Gern JE, Goldberg TL. Common cold viruses circulating in children threaten wild chimpanzees through asymptomatic adult carriers. Sci Rep 2024; 14:10431. [PMID: 38714841 PMCID: PMC11076286 DOI: 10.1038/s41598-024-61236-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Accepted: 05/02/2024] [Indexed: 05/12/2024] Open
Abstract
Reverse zoonotic respiratory diseases threaten great apes across Sub-Saharan Africa. Studies of wild chimpanzees have identified the causative agents of most respiratory disease outbreaks as "common cold" paediatric human pathogens, but reverse zoonotic transmission pathways have remained unclear. Between May 2019 and August 2021, we conducted a prospective cohort study of 234 children aged 3-11 years in communities bordering Kibale National Park, Uganda, and 30 adults who were forest workers and regularly entered the park. We collected 2047 respiratory symptoms surveys to quantify clinical severity and simultaneously collected 1989 nasopharyngeal swabs approximately monthly for multiplex viral diagnostics. Throughout the course of the study, we also collected 445 faecal samples from 55 wild chimpanzees living nearby in Kibale in social groups that have experienced repeated, and sometimes lethal, epidemics of human-origin respiratory viral disease. We characterized respiratory pathogens in each cohort and examined statistical associations between PCR positivity for detected pathogens and potential risk factors. Children exhibited high incidence rates of respiratory infections, whereas incidence rates in adults were far lower. COVID-19 lockdown in 2020-2021 significantly decreased respiratory disease incidence in both people and chimpanzees. Human respiratory infections peaked in June and September, corresponding to when children returned to school. Rhinovirus, which caused a 2013 outbreak that killed 10% of chimpanzees in a Kibale community, was the most prevalent human pathogen throughout the study and the only pathogen present at each monthly sampling, even during COVID-19 lockdown. Rhinovirus was also most likely to be carried asymptomatically by adults. Although we did not detect human respiratory pathogens in the chimpanzees during the cohort study, we detected human metapneumovirus in two chimpanzees from a February 2023 outbreak that were genetically similar to viruses detected in study participants in 2019. Our data suggest that respiratory pathogens circulate in children and that adults become asymptomatically infected during high-transmission times of year. These asymptomatic adults may then unknowingly carry the pathogens into forest and infect chimpanzees. This conclusion, in turn, implies that intervention strategies based on respiratory symptoms in adults are unlikely to be effective for reducing reverse zoonotic transmission of respiratory viruses to chimpanzees.
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Affiliation(s)
- Taylor E Weary
- Department of Pathobiological Sciences, University of Wisconsin School of Veterinary Medicine, Madison, WI, USA
| | - Tressa Pappas
- Department of Paediatrics, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | | | | | - Emily Otali
- The Kasiisi Project, Fort Portal, Uganda
- Kibale Chimpanzee Project, Fort Portal, Uganda
| | - Melissa Emery Thompson
- Kibale Chimpanzee Project, Fort Portal, Uganda
- Department of Anthropology, University of New Mexico, Albuquerque, NM, USA
| | | | - James E Gern
- Department of Paediatrics, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Tony L Goldberg
- Department of Pathobiological Sciences, University of Wisconsin School of Veterinary Medicine, Madison, WI, USA.
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10
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Weary TE, Pappas T, Tusiime P, Tuhaise S, Ross E, Gern JE, Goldberg TL. High frequencies of nonviral colds and respiratory bacteria colonization among children in rural Western Uganda. Front Pediatr 2024; 12:1379131. [PMID: 38756971 PMCID: PMC11096560 DOI: 10.3389/fped.2024.1379131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 04/19/2024] [Indexed: 05/18/2024] Open
Abstract
Introduction Respiratory illness is the most common childhood disease globally, especially in developing countries. Previous studies have detected viruses in approximately 70-80% of respiratory illnesses. Methods In a prospective cohort study of 234 young children (ages 3-11 years) and 30 adults (ages 22-51 years) in rural Western Uganda sampled monthly from May 2019 to August 2021, only 24.2% of nasopharyngeal swabs collected during symptomatic disease had viruses detectable by multiplex PCR diagnostics and metagenomic sequencing. In the remaining 75.8% of swabs from symptomatic participants, we measured detection rates of respiratory bacteria Haemophilus influenzae, Moraxella catarrhalis, and Streptococcus pneumoniae by quantitative PCR. Results 100% of children tested positive for at least one bacterial species. Detection rates were 87.2%, 96.8%, and 77.6% in children and 10.0%, 36.7%, and 13.3% for adults for H. influenzae, M. catarrhalis, and S. pneumoniae, respectively. In children, 20.8% and 70.4% were coinfected with two and three pathogens, respectively, and in adults 6.7% were coinfected with three pathogens but none were coinfected with two. Detection of any of the three pathogens was not associated with season or respiratory symptoms severity, although parsing detection status by symptoms was challenged by children experiencing symptoms in 80.3% of monthly samplings, whereas adults only reported symptoms 26.6% of the time. Pathobiont colonization in children in Western Uganda was significantly more frequent than in children living in high-income countries, including in a study of age-matched US children that utilized identical diagnostic methods. Detection rates were, however, comparable to rates in children living in other Sub-Saharan African countries. Discussion Overall, our results demonstrate that nonviral colds contribute significantly to respiratory disease burden among children in rural Uganda and that high rates of respiratory pathobiont colonization may play a role. These conclusions have implications for respiratory health interventions in the area, such as increasing childhood immunization rates and decreasing air pollutant exposure.
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Affiliation(s)
- Taylor E. Weary
- Department of Pathobiological Sciences, University of Wisconsin School of Veterinary Medicine, Madison, WI, United States
| | - Tressa Pappas
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States
| | | | | | | | - James E. Gern
- Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, WI, United States
| | - Tony L. Goldberg
- Department of Pathobiological Sciences, University of Wisconsin School of Veterinary Medicine, Madison, WI, United States
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11
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Namuwulya P, Ashraf S, Niebel M, Ssekagiri A, Tushabe P, Kakooza P, Tong L, Bukenya H, Jerome H, Davis C, Birungi M, Turyahabwe I, Mugaga A, Eliku JP, Francis A, Nakabazzi L, Nsubuga F, Katushabe E, Kisakye A, Ampeire I, Nanteza A, Kaleebu P, Bakamutumaho B, Nsamba P, Kazibwe A, da Silva Filipe A, Tweyongyere R, Bwogi J, Thomson EC. Viruses associated with measles-like illnesses in Uganda. J Infect 2024; 88:106148. [PMID: 38588959 PMCID: PMC11060986 DOI: 10.1016/j.jinf.2024.106148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Revised: 03/13/2024] [Accepted: 03/25/2024] [Indexed: 04/10/2024]
Abstract
OBJECTIVES In this study, we investigated the causes of measles-like illnesses (MLI) in the Uganda national surveillance program in order to inform diagnostic assay selection and vaccination strategies. METHODS We used metagenomic next-generation sequencing (M-NGS) on the Illumina platform to identify viruses associated with MLI (defined as fever and rash in the presence of either cough, coryza or conjunctivitis) in patient samples that had tested IgM negative for measles between 2010 and 2019. RESULTS Viral genomes were identified in 87/271 (32%) of samples, of which 44/271 (16%) contained 12 known viral pathogens. Expected viruses included rubella, human parvovirus B19, Epstein Barr virus, human herpesvirus 6B, human cytomegalovirus, varicella zoster virus and measles virus (detected within the seronegative window-period of infection) and the blood-borne hepatitis B virus. We also detected Saffold virus, human parvovirus type 4, the human adenovirus C2 and vaccine-associated poliovirus type 1. CONCLUSIONS The study highlights the presence of undiagnosed viruses causing MLI in Uganda, including vaccine-preventable illnesses. NGS can be used to monitor common viral infections at a population level, especially in regions where such infections are prevalent, including low and middle income countries to guide vaccination policy and optimize diagnostic assays.
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Affiliation(s)
| | - Shirin Ashraf
- MRC - University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Marc Niebel
- MRC - University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | | | | | | | - Lily Tong
- MRC - University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Henry Bukenya
- Uganda Virus Research Institute (UVRI), Entebbe, Uganda
| | - Hanna Jerome
- MRC - University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Chris Davis
- MRC - University of Glasgow Centre for Virus Research (CVR), Glasgow, UK
| | - Molly Birungi
- Uganda Virus Research Institute (UVRI), Entebbe, Uganda
| | | | - Arnold Mugaga
- Uganda Virus Research Institute (UVRI), Entebbe, Uganda
| | | | - Aine Francis
- Uganda Virus Research Institute (UVRI), Entebbe, Uganda
| | | | | | | | | | | | - Ann Nanteza
- College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | | | | | - Peninah Nsamba
- College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | - Anne Kazibwe
- College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | | | - Robert Tweyongyere
- College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | | | - Emma C Thomson
- MRC - University of Glasgow Centre for Virus Research (CVR), Glasgow, UK; London School of Hygiene and Tropical Medicine (LSHTM), London, UK.
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12
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Jitvaropas R, Sawaswong V, Poovorawan Y, Auysawasdi N, Vuthitanachot V, Wongwairot S, Rodkvamtook W, Lindroth E, Payungporn S, Linsuwanon P. Identification of Bacteria and Viruses Associated with Patients with Acute Febrile Illness in Khon Kaen Province, Thailand. Viruses 2024; 16:630. [PMID: 38675971 PMCID: PMC11054472 DOI: 10.3390/v16040630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Accepted: 04/08/2024] [Indexed: 04/28/2024] Open
Abstract
The majority of cases of undifferentiated acute febrile illness (AFI) in the tropics have an undefined etiology. In Thailand, AFI accounts for two-thirds of illnesses reported to the Ministry of Public Health. To characterize the bacterial and viral causes of these AFIs, we conducted molecular pathogen screening and serological analyses in patients who sought treatment in Chum Phae Hospital, Khon Kaen province, during the period from 2015 to 2016. Through integrated approaches, we successfully identified the etiology in 25.5% of cases, with dengue virus infection being the most common cause, noted in 17% of the study population, followed by scrub typhus in 3.8% and rickettsioses in 6.8%. Further investigations targeting viruses in patients revealed the presence of Guadeloupe mosquito virus (GMV) in four patients without other pathogen co-infections. The characterization of four complete genome sequences of GMV amplified from AFI patients showed a 93-97% nucleotide sequence identity with GMV previously reported in mosquitoes. Nucleotide substitutions resulted in amino acid differences between GMV amplified from AFI patients and mosquitoes, observed in 37 positions. However, these changes had undergone purifying selection pressure and potentially had a minimal impact on protein function. Our study suggests that the GMV strains identified in the AFI patients are relatively similar to those previously reported in mosquitoes, highlighting their potential role associated with febrile illness.
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Affiliation(s)
- Rungrat Jitvaropas
- Division of Biochemistry, Department of Preclinical Science, Faculty of Medicine, Thammasat University, Pathum Thani 12120, Thailand;
| | - Vorthon Sawaswong
- Center of Excellence in Systems Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand;
| | - Yong Poovorawan
- Center of Excellence in Clinical Virology, Department of Pediatrics, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand;
| | - Nutthanun Auysawasdi
- Department of Entomology, US Medical Directorate-Armed Forces Research Institute of Medical Science, Bangkok 10400, Thailand; (N.A.); (S.W.); (E.L.)
| | | | - Sirima Wongwairot
- Department of Entomology, US Medical Directorate-Armed Forces Research Institute of Medical Science, Bangkok 10400, Thailand; (N.A.); (S.W.); (E.L.)
| | - Wuttikon Rodkvamtook
- Analytic Division, Royal Thai Army Component-Armed Forces Research Institute of Medical Science, Bangkok 10400, Thailand;
| | - Erica Lindroth
- Department of Entomology, US Medical Directorate-Armed Forces Research Institute of Medical Science, Bangkok 10400, Thailand; (N.A.); (S.W.); (E.L.)
| | - Sunchai Payungporn
- Center of Excellence in Systems Microbiology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand;
- Department of Biochemistry, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Piyada Linsuwanon
- Department of Entomology, US Medical Directorate-Armed Forces Research Institute of Medical Science, Bangkok 10400, Thailand; (N.A.); (S.W.); (E.L.)
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13
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Weary TE, Tusiime P, Tuhaise S, Mandujano Reyes JF, Ross E, Gern JE, Goldberg TL. Respiratory disease patterns in rural Western Uganda, 2019-2022. Front Pediatr 2024; 12:1336009. [PMID: 38650995 PMCID: PMC11033374 DOI: 10.3389/fped.2024.1336009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 03/27/2024] [Indexed: 04/25/2024] Open
Abstract
Introduction Respiratory disease is a major cause of morbidity and mortality in the developing world, but prospective studies of temporal patterns and risk factors are rare. Methods We studied people in rural Western Uganda, where respiratory disease is pervasive. We followed 30 adults (ages 22-51 years; 534 observations) and 234 children (ages 3-11 years; 1,513 observations) between May 2019 and July 2022 and collected monthly data on their respiratory symptoms, for a total of 2,047 case records. We examined associations between demographic and temporal factors and respiratory symptoms severity. Results The timing of our study (before, during, and after the emergence of COVID-19) allowed us to document the effects of public health measures instituted in the region. Incidence rates of respiratory symptoms before COVID-19 lockdown were 568.4 cases per 1,000 person-months in children and 254.2 cases per 1,000 person-months in adults. These rates were 2.6 times higher than the 2019 global average for children but comparable for adults. Younger children (ages 3-6 years) had the highest frequencies and severities of respiratory symptoms. Study participants were most likely to experience symptoms in February, which is a seasonal pattern not previously documented. Incidence and severity of symptoms in children decreased markedly during COVID-19 lockdown, illustrating the broad effects of public health measures on the incidence of respiratory disease. Discussion Our results demonstrate that patterns of respiratory disease in settings such as Western Uganda resemble patterns in developed economies in some ways (age-related factors) but not in others (increased incidence in children and seasonal pattern). Factors such as indoor air quality, health care access, timing of school trimesters, and seasonal effects (rainy/dry seasons) likely contribute to the differences observed.
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Affiliation(s)
- Taylor E. Weary
- Department of Pathobiological Sciences, University of Wisconsin School of Veterinary Medicine, Madison, WI, United States
| | | | | | | | | | - James E. Gern
- Department of Pediatrics, University of Wisconsin Hospital and Clinics, Madison, WI, United States
| | - Tony L. Goldberg
- Department of Pathobiological Sciences, University of Wisconsin School of Veterinary Medicine, Madison, WI, United States
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14
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AbuMazen N, Chu V, Hunjan M, Lobb B, Lee S, Kurs-Lasky M, Williams JV, MacDonald W, Johnson M, Hirota JA, Shaikh N, Doxey AC. Nasopharyngeal metatranscriptomics reveals host-pathogen signatures of pediatric sinusitis. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.03.03.24303663. [PMID: 38496499 PMCID: PMC10942525 DOI: 10.1101/2024.03.03.24303663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/19/2024]
Abstract
Acute sinusitis (AS) is the fifth leading cause of antibiotic prescriptions in children. Distinguishing bacterial AS from common viral upper respiratory infections in children is crucial to prevent unnecessary antibiotic use but is challenging with current diagnostic methods. Despite its speed and cost, untargeted RNA sequencing of clinical samples from children with suspected AS has the potential to overcome several limitations of other methods. However, the utility of sequencing-based approaches in analysis of AS has not been fully explored. Here, we performed RNA-seq of nasopharyngeal samples from 221 children with clinically diagnosed AS to characterize their pathogen and host-response profiles. Results from RNA-seq were compared with those obtained using culture for three common bacterial pathogens and qRT-PCR for 12 respiratory viruses. Metatranscriptomic pathogen detection showed high concordance with culture or qRT-PCR, showing 87%/81% sensitivity (sens) / specificity (spec) for detecting bacteria, and 86%/92% (sens/spec) for viruses, respectively. We also detected an additional 22 pathogens not tested for in the clinical panel, and identified plausible pathogens in 11/19 (58%) of cases where no organism was detected by culture or qRT-PCR. We assembled genomes of 205 viruses across the samples including novel strains of coronaviruses, respiratory syncytial virus (RSV), and enterovirus D68. By analyzing host gene expression, we identified host-response signatures that distinguished bacterial and viral infections and correlated with pathogen abundance. Ultimately, our study demonstrates the potential of untargeted metatranscriptomics for in depth analysis of the etiology of AS, comprehensive host-response profiling, and using these together to work towards optimized patient care.
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Affiliation(s)
- Nooran AbuMazen
- Department of Biology, University of Waterloo, Waterloo, Ontario, Canada
- Waterloo Centre for Microbial Research, University of Waterloo, Waterloo, Ontario, Canada
| | - Vivian Chu
- Department of Biology, University of Waterloo, Waterloo, Ontario, Canada
- Waterloo Centre for Microbial Research, University of Waterloo, Waterloo, Ontario, Canada
| | - Manjot Hunjan
- Department of Biology, University of Waterloo, Waterloo, Ontario, Canada
- Waterloo Centre for Microbial Research, University of Waterloo, Waterloo, Ontario, Canada
| | - Briallen Lobb
- Department of Biology, University of Waterloo, Waterloo, Ontario, Canada
- Waterloo Centre for Microbial Research, University of Waterloo, Waterloo, Ontario, Canada
| | - Sojin Lee
- University of Pittsburgh School of Medicine, Children’s Hospital of Pittsburgh of UPMC, Division of General Academic Pediatrics
| | - Marcia Kurs-Lasky
- University of Pittsburgh School of Medicine, Children’s Hospital of Pittsburgh of UPMC, Division of General Academic Pediatrics
| | - John V. Williams
- Division of Infectious Diseases, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - William MacDonald
- University of Pittsburgh School of Medicine, Children’s Hospital of Pittsburgh of UPMC, Division of General Academic Pediatrics
| | - Monika Johnson
- Division of Infectious Diseases, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Jeremy A. Hirota
- Department of Biology, University of Waterloo, Waterloo, Ontario, Canada
- Firestone Institute for Respiratory Health, St. Joseph’s Hospital, Hamilton, Ontario, Canada
- University of British Columbia, Department of Medicine, Vancouver, British Columbia, Canada
- McMaster University, Department of Medicine, Hamilton, Ontario, Canada
| | - Nader Shaikh
- University of Pittsburgh School of Medicine, Children’s Hospital of Pittsburgh of UPMC, Division of General Academic Pediatrics
| | - Andrew C. Doxey
- Department of Biology, University of Waterloo, Waterloo, Ontario, Canada
- Waterloo Centre for Microbial Research, University of Waterloo, Waterloo, Ontario, Canada
- Cheriton School of Computer Science, Waterloo, Ontario, Canada
- McMaster University, Department of Medicine, Hamilton, Ontario, Canada
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15
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Cox RM, Wolf JD, Lieberman NA, Lieber CM, Kang HJ, Sticher ZM, Yoon JJ, Andrews MK, Govindarajan M, Krueger RE, Sobolik EB, Natchus MG, Gewirtz AT, deSwart RL, Kolykhalov AA, Hekmatyar K, Sakamoto K, Greninger AL, Plemper RK. Therapeutic mitigation of measles-like immune amnesia and exacerbated disease after prior respiratory virus infections in ferrets. Nat Commun 2024; 15:1189. [PMID: 38331906 PMCID: PMC10853234 DOI: 10.1038/s41467-024-45418-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Accepted: 01/23/2024] [Indexed: 02/10/2024] Open
Abstract
Measles cases have surged pre-COVID-19 and the pandemic has aggravated the problem. Most measles-associated morbidity and mortality arises from destruction of pre-existing immune memory by measles virus (MeV), a paramyxovirus of the morbillivirus genus. Therapeutic measles vaccination lacks efficacy, but little is known about preserving immune memory through antivirals and the effect of respiratory disease history on measles severity. We use a canine distemper virus (CDV)-ferret model as surrogate for measles and employ an orally efficacious paramyxovirus polymerase inhibitor to address these questions. A receptor tropism-intact recombinant CDV with low lethality reveals an 8-day advantage of antiviral treatment versus therapeutic vaccination in maintaining immune memory. Infection of female ferrets with influenza A virus (IAV) A/CA/07/2009 (H1N1) or respiratory syncytial virus (RSV) four weeks pre-CDV causes fatal hemorrhagic pneumonia with lung onslaught by commensal bacteria. RNAseq identifies CDV-induced overexpression of trefoil factor (TFF) peptides in the respiratory tract, which is absent in animals pre-infected with IAV. Severe outcomes of consecutive IAV/CDV infections are mitigated by oral antivirals even when initiated late. These findings validate the morbillivirus immune amnesia hypothesis, define measles treatment paradigms, and identify priming of the TFF axis through prior respiratory infections as risk factor for exacerbated morbillivirus disease.
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Affiliation(s)
- Robert M Cox
- Center for Translational Antiviral Research, Georgia State University Institute for Biomedical Sciences, Atlanta, GA, 30303, USA
| | - Josef D Wolf
- Center for Translational Antiviral Research, Georgia State University Institute for Biomedical Sciences, Atlanta, GA, 30303, USA
| | - Nicole A Lieberman
- Virology Division, Department of Laboratory Medicine, University of Washington, Seattle, WA, 98195, USA
| | - Carolin M Lieber
- Center for Translational Antiviral Research, Georgia State University Institute for Biomedical Sciences, Atlanta, GA, 30303, USA
| | - Hae-Ji Kang
- Center for Translational Antiviral Research, Georgia State University Institute for Biomedical Sciences, Atlanta, GA, 30303, USA
| | - Zachary M Sticher
- Emory Institute for Drug Development, Emory University, Atlanta, GA, 30322, USA
| | - Jeong-Joong Yoon
- Center for Translational Antiviral Research, Georgia State University Institute for Biomedical Sciences, Atlanta, GA, 30303, USA
| | - Meghan K Andrews
- Emory Institute for Drug Development, Emory University, Atlanta, GA, 30322, USA
| | | | - Rebecca E Krueger
- Emory Institute for Drug Development, Emory University, Atlanta, GA, 30322, USA
| | - Elizabeth B Sobolik
- Virology Division, Department of Laboratory Medicine, University of Washington, Seattle, WA, 98195, USA
| | - Michael G Natchus
- Emory Institute for Drug Development, Emory University, Atlanta, GA, 30322, USA
| | - Andrew T Gewirtz
- Center for Translational Antiviral Research, Georgia State University Institute for Biomedical Sciences, Atlanta, GA, 30303, USA
| | - Rik L deSwart
- Department of Viroscience, Erasmus MC, Rotterdam, Netherlands
| | | | - Khan Hekmatyar
- Advanced Translational Imaging Facility, Georgia State University, Atlanta, GA, 30303, USA
| | - Kaori Sakamoto
- Department of Pathology, College of Veterinary Medicine, University of Georgia, Athens, GA, 30602, USA
| | - Alexander L Greninger
- Virology Division, Department of Laboratory Medicine, University of Washington, Seattle, WA, 98195, USA
| | - Richard K Plemper
- Center for Translational Antiviral Research, Georgia State University Institute for Biomedical Sciences, Atlanta, GA, 30303, USA.
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16
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Levine ZC, Sene A, Mkandawire W, Deme AB, Ndiaye T, Sy M, Gaye A, Diedhiou Y, Mbaye AM, Ndiaye IM, Gomis J, Ndiop M, Sene D, Faye Paye M, MacInnis BL, Schaffner SF, Park DJ, Badiane AS, Colubri A, Ndiaye M, Sy N, Sabeti PC, Ndiaye D, Siddle KJ. Investigating the etiologies of non-malarial febrile illness in Senegal using metagenomic sequencing. Nat Commun 2024; 15:747. [PMID: 38272885 PMCID: PMC10810818 DOI: 10.1038/s41467-024-44800-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 01/04/2024] [Indexed: 01/27/2024] Open
Abstract
The worldwide decline in malaria incidence is revealing the extensive burden of non-malarial febrile illness (NMFI), which remains poorly understood and difficult to diagnose. To characterize NMFI in Senegal, we collected venous blood and clinical metadata in a cross-sectional study of febrile patients and healthy controls in a low malaria burden area. Using 16S and untargeted sequencing, we detected viral, bacterial, or eukaryotic pathogens in 23% (38/163) of NMFI cases. Bacteria were the most common, with relapsing fever Borrelia and spotted fever Rickettsia found in 15.5% and 3.8% of cases, respectively. Four viral pathogens were found in a total of 7 febrile cases (3.5%). Sequencing also detected undiagnosed Plasmodium, including one putative P. ovale infection. We developed a logistic regression model that can distinguish Borrelia from NMFIs with similar presentation based on symptoms and vital signs (F1 score: 0.823). These results highlight the challenge and importance of improved diagnostics, especially for Borrelia, to support diagnosis and surveillance.
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Affiliation(s)
- Zoë C Levine
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Harvard Graduate Program in Biological and Biomedical Science, Boston, MA, USA
- Harvard/MIT MD-PhD Program, Boston, MA, USA
| | - Aita Sene
- Department of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal
- Centre International de Recherche et de Formation en Génomique Appliquée et de la Surveillance Sanitaire, Dakar, Senegal
| | - Winnie Mkandawire
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- University of Massachusetts Medical School, Worcester, MA, USA
| | - Awa B Deme
- Centre International de Recherche et de Formation en Génomique Appliquée et de la Surveillance Sanitaire, Dakar, Senegal
| | - Tolla Ndiaye
- Department of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal
- Centre International de Recherche et de Formation en Génomique Appliquée et de la Surveillance Sanitaire, Dakar, Senegal
| | - Mouhamad Sy
- Department of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal
- Centre International de Recherche et de Formation en Génomique Appliquée et de la Surveillance Sanitaire, Dakar, Senegal
| | - Amy Gaye
- Department of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal
- Centre International de Recherche et de Formation en Génomique Appliquée et de la Surveillance Sanitaire, Dakar, Senegal
| | - Younouss Diedhiou
- Department of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal
- Centre International de Recherche et de Formation en Génomique Appliquée et de la Surveillance Sanitaire, Dakar, Senegal
| | - Amadou M Mbaye
- Department of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal
- Centre International de Recherche et de Formation en Génomique Appliquée et de la Surveillance Sanitaire, Dakar, Senegal
| | - Ibrahima M Ndiaye
- Department of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal
- Centre International de Recherche et de Formation en Génomique Appliquée et de la Surveillance Sanitaire, Dakar, Senegal
| | - Jules Gomis
- Department of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal
- Centre International de Recherche et de Formation en Génomique Appliquée et de la Surveillance Sanitaire, Dakar, Senegal
| | - Médoune Ndiop
- Programme National de lutte contre le Paludisme, Ministère de la Santé, Dakar Fann, Senegal
| | - Doudou Sene
- Programme National de lutte contre le Paludisme, Ministère de la Santé, Dakar Fann, Senegal
| | | | - Bronwyn L MacInnis
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Stephen F Schaffner
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, USA
| | - Daniel J Park
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Aida S Badiane
- Department of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal
- Centre International de Recherche et de Formation en Génomique Appliquée et de la Surveillance Sanitaire, Dakar, Senegal
| | - Andres Colubri
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- University of Massachusetts Medical School, Worcester, MA, USA
| | - Mouhamadou Ndiaye
- Department of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal
- Centre International de Recherche et de Formation en Génomique Appliquée et de la Surveillance Sanitaire, Dakar, Senegal
| | - Ngayo Sy
- Service de Lutte Anti Parasitaire, Thies, Senegal
| | - Pardis C Sabeti
- Broad Institute of Harvard and MIT, Cambridge, MA, USA.
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA.
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, USA.
- Howard Hughes Medical Institute, Chevy Chase, MD, USA.
| | - Daouda Ndiaye
- Department of Parasitology, Cheikh Anta Diop University Dakar, Dakar, Senegal.
- Centre International de Recherche et de Formation en Génomique Appliquée et de la Surveillance Sanitaire, Dakar, Senegal.
| | - Katherine J Siddle
- Broad Institute of Harvard and MIT, Cambridge, MA, USA.
- Department of Molecular Microbiology and Immunology, Brown University, Providence, RI, USA.
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17
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Hetterich J, Mirolo M, Kaiser F, Ludlow M, Reineking W, Zdora I, Hewicker-Trautwein M, Osterhaus ADME, Pees M. Concurrent Detection of a Papillomatous Lesion and Sequence Reads Corresponding to a Member of the Family Adintoviridae in a Bell's Hinge-Back Tortoise ( Kinixys belliana). Animals (Basel) 2024; 14:247. [PMID: 38254416 PMCID: PMC10812802 DOI: 10.3390/ani14020247] [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: 11/26/2023] [Revised: 01/04/2024] [Accepted: 01/05/2024] [Indexed: 01/24/2024] Open
Abstract
An adult male Bell's hinge-back tortoise (Kinixys belliana) was admitted to a veterinary clinic due to a swelling in the oral cavity. Physical examination revealed an approximately 2.5 × 1.5 cm sized, irregularly shaped tissue mass with villiform projections extending from its surface located in the oropharyngeal cavity. An initial biopsy was performed, and the lesion was diagnosed as squamous papilloma. Swabs taken for virological examination tested negative with specific PCRs for papillomavirus and herpesvirus. Further analysis of the oropharyngeal mass via metagenomic sequencing revealed sequence reads corresponding to a member of the family Adintoviridae. The tissue mass was removed one week after the initial examination. The oral cavity remained unsuspicious in follow-up examinations performed after one, five and twenty weeks. However, a regrowth of the tissue was determined 23 months after the initial presentation. The resampled biopsy tested negative for sequence reads of Adintoviridae. Conclusively, this report presents the diagnostic testing and therapy of an oral cavity lesion of unknown origin. The significance of concurrent metagenomic determination of adintovirus sequence reads within the tissue lesion is discussed.
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Affiliation(s)
- Johannes Hetterich
- Department of Small Mammal, Reptile and Avian Medicine and Surgery, University of Veterinary Medicine Hannover Foundation, Bünteweg 9, 30559 Hannover, Germany;
| | - Monica Mirolo
- Research Center for Emerging Infections and Zoonoses (RIZ), University of Veterinary Medicine Hannover Foundation, Bünteweg 17, 30559 Hannover, Germany; (M.M.); (M.L.); (A.D.M.E.O.)
| | - Franziska Kaiser
- Research Center for Emerging Infections and Zoonoses (RIZ), University of Veterinary Medicine Hannover Foundation, Bünteweg 17, 30559 Hannover, Germany; (M.M.); (M.L.); (A.D.M.E.O.)
| | - Martin Ludlow
- Research Center for Emerging Infections and Zoonoses (RIZ), University of Veterinary Medicine Hannover Foundation, Bünteweg 17, 30559 Hannover, Germany; (M.M.); (M.L.); (A.D.M.E.O.)
| | - Wencke Reineking
- Department of Pathology, University of Veterinary Medicine Hannover Foundation, Bünteweg 17, 30559 Hannover, Germany (I.Z.); (M.H.-T.)
| | - Isabel Zdora
- Department of Pathology, University of Veterinary Medicine Hannover Foundation, Bünteweg 17, 30559 Hannover, Germany (I.Z.); (M.H.-T.)
| | - Marion Hewicker-Trautwein
- Department of Pathology, University of Veterinary Medicine Hannover Foundation, Bünteweg 17, 30559 Hannover, Germany (I.Z.); (M.H.-T.)
| | - Albert D. M. E. Osterhaus
- Research Center for Emerging Infections and Zoonoses (RIZ), University of Veterinary Medicine Hannover Foundation, Bünteweg 17, 30559 Hannover, Germany; (M.M.); (M.L.); (A.D.M.E.O.)
| | - Michael Pees
- Department of Small Mammal, Reptile and Avian Medicine and Surgery, University of Veterinary Medicine Hannover Foundation, Bünteweg 9, 30559 Hannover, Germany;
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18
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Chu VT, Nafees S, Waltari E, McNeil N, Caughell C, Sanchez-Guerrero E, Wang L, Stanley K, Cunningham G, Wong J, Phelps M, Tato CM, Miller S, DeRisi JL, Yokoe DS, Ramirez-Avila L, Langelier CR. Whole-genome sequencing rule-out of suspected hospital-onset Rhizopus outbreaks. Infect Control Hosp Epidemiol 2023; 44:2059-2061. [PMID: 37308466 PMCID: PMC10755156 DOI: 10.1017/ice.2023.85] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 03/23/2023] [Accepted: 03/25/2023] [Indexed: 06/14/2023]
Abstract
Two independent temporal-spatial clusters of hospital-onset Rhizopus infections were evaluated using whole-genome sequencing (WGS). Phylogenetic analysis confirmed that isolates within each cluster were unrelated despite epidemiological suspicion of outbreaks. The ITS1 region alone was insufficient for accurate analysis. WGS has utility for rapid rule-out of suspected nosocomial Rhizopus outbreaks.
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Affiliation(s)
- Victoria T. Chu
- Division of Infectious Diseases and Global Health, Department of Pediatrics, University of California–San Francisco, San Francisco, California
| | - Saba Nafees
- Chan Zuckerberg Biohub, San Francisco, California
| | - Eric Waltari
- Chan Zuckerberg Biohub, San Francisco, California
| | - Nicole McNeil
- Department of Hospital Epidemiology and Infection Prevention, University of California–San Francisco, San Francisco, California
| | - Carolyn Caughell
- Department of Hospital Epidemiology and Infection Prevention, University of California–San Francisco, San Francisco, California
| | - Estella Sanchez-Guerrero
- Division of Infectious Diseases, Department of Medicine, University of California–San Francisco, San Francisco, California
| | - Lusha Wang
- Department of Hospital Epidemiology and Infection Prevention, University of California–San Francisco, San Francisco, California
| | - Kim Stanley
- Department of Hospital Epidemiology and Infection Prevention, University of California–San Francisco, San Francisco, California
| | - Gail Cunningham
- Department of Laboratory Medicine, University of California–San Francisco, San Francisco, California
| | - Joan Wong
- Chan Zuckerberg Biohub, San Francisco, California
| | - Maíra Phelps
- Chan Zuckerberg Biohub, San Francisco, California
| | | | | | - Joseph L. DeRisi
- Chan Zuckerberg Biohub, San Francisco, California
- Department of Biochemistry and Biophysics, University of California–San Francisco, San Francisco, California
| | - Deborah S. Yokoe
- Department of Hospital Epidemiology and Infection Prevention, University of California–San Francisco, San Francisco, California
- Division of Infectious Diseases, Department of Medicine, University of California–San Francisco, San Francisco, California
| | - Lynn Ramirez-Avila
- Division of Infectious Diseases and Global Health, Department of Pediatrics, University of California–San Francisco, San Francisco, California
- Department of Hospital Epidemiology and Infection Prevention, University of California–San Francisco, San Francisco, California
| | - Charles R. Langelier
- Chan Zuckerberg Biohub, San Francisco, California
- Department of Hospital Epidemiology and Infection Prevention, University of California–San Francisco, San Francisco, California
- Division of Infectious Diseases, Department of Medicine, University of California–San Francisco, San Francisco, California
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19
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Neira V, Melgarejo C, Urzúa-Encina C, Berrios F, Valdes V, Mor S, Brito-Rodriguez B, Ramirez-Toloza GA. Identification and characterization of porcine Rotavirus A in Chilean swine population. Front Vet Sci 2023; 10:1240346. [PMID: 38026647 PMCID: PMC10652281 DOI: 10.3389/fvets.2023.1240346] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 10/04/2023] [Indexed: 12/01/2023] Open
Abstract
Rotavirus A (RVA) is a common cause of diarrhea in newborn pigs, leading to significant economic losses. RVA is considered a major public health concern due to genetic evolution, high prevalence, and pathogenicity in humans and animals. The objective of this study was to identify and characterize RVA in swine farms in Chile. A total of 154 samples (86 oral fluids and 68 fecal samples) were collected, from 22 swine farms. 58 (38%) samples belonging to 14 farms were found positive for RVA by real-time RT-PCR. The samples with low Ct values (21) and the two isolates were selected for whole genome sequencing. Nearly complete genomes were assembled from both isolates and partial genomes were assembled from five clinical samples. BLAST analysis confirmed that these sequences are related to human and swine-origin RVA. The genomic constellation was G5/G3-P[7]-I5-R1-C1-M1-A8-N1-T1-E1-H1. Phylogenetic analysis showed that VP4, VP1, VP2, NSP2, NSP3, NSP4, and NSP5 sequences were grouped in monophyletic clusters, suggesting a single introduction. The phylogenies for VP7, VP6, VP3, and NSP1 indicated two different origins of the Chilean sequences. The phylogenetic trees showed that most of the Chilean RVA sequences are closely related to human and swine-origin RVA detected across the world. The results highlight the potential zoonotic nature of RVA circulating in Chilean swine farms. Therefore, it is important to continue RVA whole genome sequencing globally to fully understand its complex epidemiology and early detection and characterization of zoonotic strains.
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Affiliation(s)
- Victor Neira
- Departamento de Medicina Preventiva Animal, Facultad de Ciencias Veterinarias y Pecuarias, Universidad de Chile, Santiago, Chile
| | - Cristián Melgarejo
- Departamento de Medicina Preventiva Animal, Facultad de Ciencias Veterinarias y Pecuarias, Universidad de Chile, Santiago, Chile
| | - Constanza Urzúa-Encina
- Departamento de Medicina Preventiva Animal, Facultad de Ciencias Veterinarias y Pecuarias, Universidad de Chile, Santiago, Chile
| | - Felipe Berrios
- Departamento de Medicina Preventiva Animal, Facultad de Ciencias Veterinarias y Pecuarias, Universidad de Chile, Santiago, Chile
| | - Valentina Valdes
- Departamento de Medicina Preventiva Animal, Facultad de Ciencias Veterinarias y Pecuarias, Universidad de Chile, Santiago, Chile
| | - Sunil Mor
- Veterinary Population Medicine, College of Veterinary Medicine, University of Minnesota, Saint Paul, MN, United States
- Department of Veterinary and Biomedical Sciences, Animal Disease Research and Diagnostic Laboratory, South Dakota State University, Brookings, SD, United States
| | | | - Galia Andrea Ramirez-Toloza
- Departamento de Medicina Preventiva Animal, Facultad de Ciencias Veterinarias y Pecuarias, Universidad de Chile, Santiago, Chile
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20
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Potter-Birriel JM, Pollio AR, Knott BD, Chunashvili T, Fung CK, Conte MA, Reinbold-Wasson DD, Hang J. Metagenomics analysis reveals presence of the Merida-like virus in Georgia. Front Microbiol 2023; 14:1258810. [PMID: 37901812 PMCID: PMC10602647 DOI: 10.3389/fmicb.2023.1258810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 09/27/2023] [Indexed: 10/31/2023] Open
Abstract
Arbovirus surveillance is fundamental for the discovery of novel viruses and prevention of febrile vector-borne illnesses. Vector-borne pathogens can rapidly expand and adapt in new geographic and environmental conditions. In this study, metagenomic surveillance was conducted to identify novel viruses in the Country of Georgia. A total of 521 mosquitoes were captured near a military training facility and pooled from species Culex pipiens (Linnaeus) (87%) and Aedes albopictus (Skuse) (13%). We decided to further analyze the Culex pipiens mosquitoes, due to the more extensive number of samples collected. Our approach was to utilize an unbiased total RNA-seq for pathogen discovery in order to explore the mosquito virome. The viral reads from this analysis were mostly aligned to Insect-specific viruses from two main families, the Iflaviridae; a positive-stranded RNA virus and the Rhabdoviridae; a negative- and single-stranded RNA virus. Our pathogen discovery analysis revealed viral reads aligning to the Merida-like virus Turkey (MERDLVT) strain among the Rhabdoviridae. To further validate this result, we conducted a BLAST sequence comparison analysis of our samples with the MERDLVT strain. Our positive samples aligned to the MERDLVT strain with 96-100% sequence identity and 99.7-100% sequence coverage. A bootstrapped maximum-likelihood phylogenetic tree was used to evaluate the evolutionary relationships among these positive pooled specimens with the (MERDLVT) strain. The Georgia samples clustered most closely with two strains from Turkey, the Merida-like virus KE-2017a isolate 139-1-21 and the Merida-like virus Turkey isolate P431. Collectively, these results show the presence of the MERDLVT strain in Georgia.
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Affiliation(s)
| | - Adam R. Pollio
- Walter Reed Army Institute of Research, Silver Spring, MD, United States
| | - Brian D. Knott
- U.S. Army Medical Research Directorate – Georgia (USAMRD-G), Walter Reed Army Institute of Research, Tbilisi, Georgia
| | - Tamar Chunashvili
- U.S. Army Medical Research Directorate – Georgia (USAMRD-G), Walter Reed Army Institute of Research, Tbilisi, Georgia
| | - Christian K. Fung
- Walter Reed Army Institute of Research, Silver Spring, MD, United States
| | - Matthew A. Conte
- Walter Reed Army Institute of Research, Silver Spring, MD, United States
| | - Drew D. Reinbold-Wasson
- U.S. Army Medical Research Directorate – Georgia (USAMRD-G), Walter Reed Army Institute of Research, Tbilisi, Georgia
| | - Jun Hang
- Walter Reed Army Institute of Research, Silver Spring, MD, United States
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21
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Earnest R, Hahn AM, Feriancek NM, Brandt M, Filler RB, Zhao Z, Breban MI, Vogels CBF, Chen NFG, Koch RT, Porzucek AJ, Sodeinde A, Garbiel A, Keanna C, Litwak H, Stuber HR, Cantoni JL, Pitzer VE, Olarte Castillo XA, Goodman LB, Wilen CB, Linske MA, Williams SC, Grubaugh ND. Survey of white-footed mice in Connecticut, USA reveals low SARS-CoV-2 seroprevalence and infection with divergent betacoronaviruses. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.22.559030. [PMID: 37808797 PMCID: PMC10557615 DOI: 10.1101/2023.09.22.559030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/10/2023]
Abstract
Diverse mammalian species display susceptibility to and infection with SARS-CoV-2. Potential SARS-CoV-2 spillback into rodents is understudied despite their host role for numerous zoonoses and human proximity. We assessed exposure and infection among white-footed mice (Peromyscus leucopus) in Connecticut, USA. We observed 1% (6/540) wild-type neutralizing antibody seroprevalence among 2020-2022 residential mice with no cross-neutralization of variants. We detected no SARS-CoV-2 infections via RT-qPCR, but identified non-SARS-CoV-2 betacoronavirus infections via pan-coronavirus PCR among 1% (5/468) of residential mice. Sequencing revealed two divergent betacoronaviruses, preliminarily named Peromyscus coronavirus-1 and -2. Both belong to the Betacoronavirus 1 species and are ~90% identical to the closest known relative, Porcine hemagglutinating encephalomyelitis virus. Low SARS-CoV-2 seroprevalence suggests white-footed mice may not be sufficiently susceptible or exposed to SARS-CoV-2 to present a long-term human health risk. However, the discovery of divergent, non-SARS-CoV-2 betacoronaviruses expands the diversity of known rodent coronaviruses and further investigation is required to understand their transmission extent.
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Affiliation(s)
- Rebecca Earnest
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Anne M Hahn
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Nicole M Feriancek
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Matthew Brandt
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Renata B Filler
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT 06520, USA
- Department of Immunobiology, Yale School of Medicine, New Haven, CT 06520, USA
| | - Zhe Zhao
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT 06520, USA
- Department of Immunobiology, Yale School of Medicine, New Haven, CT 06520, USA
| | - Mallery I Breban
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Chantal B F Vogels
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Nicholas F G Chen
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Robert T Koch
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Abbey J Porzucek
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Afeez Sodeinde
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Alexa Garbiel
- Department of Environmental Science and Forestry, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Claire Keanna
- Department of Environmental Science and Forestry, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Hannah Litwak
- Department of Environmental Science and Forestry, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Heidi R Stuber
- Department of Entomology, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Jamie L Cantoni
- Department of Entomology, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Virginia E Pitzer
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Ximena A Olarte Castillo
- Department of Microbiology and Immunology, Cornell University College of Veterinary Medicine, Ithaca, NY 14853
| | - Laura B Goodman
- Department of Public & Ecosystem Health, Cornell University College of Veterinary Medicine, Ithaca, NY 14853
| | - Craig B Wilen
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT 06520, USA
- Department of Immunobiology, Yale School of Medicine, New Haven, CT 06520, USA
| | - Megan A Linske
- Department of Entomology, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Scott C Williams
- Department of Environmental Science and Forestry, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Nathan D Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT 06510, USA
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22
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Levine ZC, Sene A, Mkandawire W, Deme AB, Ndiaye T, Sy M, Gaye A, Diedhiou Y, Mbaye AM, Ndiaye I, Gomis J, Ndiop M, Sene D, Paye MF, MacInnis B, Schaffner SF, Park DJ, Badiane AS, Colubri A, Ndiaye M, Sy N, Sabeti PC, Ndiaye D, Siddle KJ. Improving diagnosis of non-malarial fevers in Senegal: Borrelia and the contribution of tick-borne bacteria. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.08.24.23294564. [PMID: 37662407 PMCID: PMC10473814 DOI: 10.1101/2023.08.24.23294564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
The worldwide decline in malaria incidence is revealing the extensive burden of non-malarial febrile illness (NMFI), which remains poorly understood and difficult to diagnose. To characterize NMFI in Senegal, we collected venous blood and clinical metadata from febrile patients and healthy controls in a low malaria burden area. Using 16S and unbiased sequencing, we detected viral, bacterial, or eukaryotic pathogens in 29% of NMFI cases. Bacteria were the most common, with relapsing fever Borrelia and spotted fever Rickettsia found in 15% and 3.7% of cases, respectively. Four viral pathogens were found in a total of 7 febrile cases (3.5%). Sequencing also detected undiagnosed Plasmodium, including one putative P. ovale infection. We developed a logistic regression model to distinguish Borrelia from NMFIs with similar presentation based on symptoms and vital signs. These results highlight the challenge and importance of improved diagnostics, especially for Borrelia, to support diagnosis and surveillance.
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Affiliation(s)
- Zoë C Levine
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Harvard Graduate Program in Biological and Biomedical Science, Boston, MA, USA
- Harvard/MIT MD-PhD Program, Boston, MA, 02115, USA
| | - Aita Sene
- Centre International de recherche, de formation en Génomique Appliquée et de Surveillance Sanitaire (CIGASS), Dakar, Senegal
| | - Winnie Mkandawire
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- University of Massachusetts Medical School, Worcester, MA, USA
| | - Awa B Deme
- Centre International de recherche, de formation en Génomique Appliquée et de Surveillance Sanitaire (CIGASS), Dakar, Senegal
| | - Tolla Ndiaye
- Centre International de recherche, de formation en Génomique Appliquée et de Surveillance Sanitaire (CIGASS), Dakar, Senegal
| | - Mouhamad Sy
- Centre International de recherche, de formation en Génomique Appliquée et de Surveillance Sanitaire (CIGASS), Dakar, Senegal
| | - Amy Gaye
- Centre International de recherche, de formation en Génomique Appliquée et de Surveillance Sanitaire (CIGASS), Dakar, Senegal
| | - Younouss Diedhiou
- Centre International de recherche, de formation en Génomique Appliquée et de Surveillance Sanitaire (CIGASS), Dakar, Senegal
| | - Amadou M Mbaye
- Centre International de recherche, de formation en Génomique Appliquée et de Surveillance Sanitaire (CIGASS), Dakar, Senegal
| | - Ibrahima Ndiaye
- Centre International de recherche, de formation en Génomique Appliquée et de Surveillance Sanitaire (CIGASS), Dakar, Senegal
| | - Jules Gomis
- Centre International de recherche, de formation en Génomique Appliquée et de Surveillance Sanitaire (CIGASS), Dakar, Senegal
| | - Médoune Ndiop
- Programme National de Lutte contre le Paludisme (PNLP), Ministère de la Santé, Dakar Fann, Senegal
| | - Doudou Sene
- Programme National de Lutte contre le Paludisme (PNLP), Ministère de la Santé, Dakar Fann, Senegal
| | | | - Bronwyn MacInnis
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Stephen F Schaffner
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, USA
| | - Daniel J Park
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Aida S Badiane
- Centre International de recherche, de formation en Génomique Appliquée et de Surveillance Sanitaire (CIGASS), Dakar, Senegal
| | - Andres Colubri
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- University of Massachusetts Medical School, Worcester, MA, USA
| | - Mouhamadou Ndiaye
- Centre International de recherche, de formation en Génomique Appliquée et de Surveillance Sanitaire (CIGASS), Dakar, Senegal
| | - Ngayo Sy
- Service de Lutte Anti Parasitaire, Thies, Senegal
| | - Pardis C Sabeti
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
- Department of Organismic and Evolutionary Biology, Harvard University, Cambridge, MA, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | - Daouda Ndiaye
- Centre International de recherche, de formation en Génomique Appliquée et de Surveillance Sanitaire (CIGASS), Dakar, Senegal
| | - Katherine J Siddle
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Molecular Microbiology and Immunology, Brown University, Providence, RI, USA
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23
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Batool M, Galloway-Peña J. Clinical metagenomics-challenges and future prospects. Front Microbiol 2023; 14:1186424. [PMID: 37448579 PMCID: PMC10337830 DOI: 10.3389/fmicb.2023.1186424] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 06/12/2023] [Indexed: 07/15/2023] Open
Abstract
Infections lacking precise diagnosis are often caused by a rare or uncharacterized pathogen, a combination of pathogens, or a known pathogen carrying undocumented or newly acquired genes. Despite medical advances in infectious disease diagnostics, many patients still experience mortality or long-term consequences due to undiagnosed or misdiagnosed infections. Thus, there is a need for an exhaustive and universal diagnostic strategy to reduce the fraction of undocumented infections. Compared to conventional diagnostics, metagenomic next-generation sequencing (mNGS) is a promising, culture-independent sequencing technology that is sensitive to detecting rare, novel, and unexpected pathogens with no preconception. Despite the fact that several studies and case reports have identified the effectiveness of mNGS in improving clinical diagnosis, there are obvious shortcomings in terms of sensitivity, specificity, costs, standardization of bioinformatic pipelines, and interpretation of findings that limit the integration of mNGS into clinical practice. Therefore, physicians must understand the potential benefits and drawbacks of mNGS when applying it to clinical practice. In this review, we will examine the current accomplishments, efficacy, and restrictions of mNGS in relation to conventional diagnostic methods. Furthermore, we will suggest potential approaches to enhance mNGS to its maximum capacity as a clinical diagnostic tool for identifying severe infections.
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Affiliation(s)
| | - Jessica Galloway-Peña
- Department of Veterinary Pathobiology, College of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, TX, United States
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24
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Mwakibete L, Takahashi S, Ahyong V, Black A, Rek J, Ssewanyana I, Kamya M, Dorsey G, Jagannathan P, Rodríguez-Barraquer I, Tato CM, Greenhouse B. Metagenomic next-generation sequencing to characterize potential etiologies of non-malarial fever in a cohort living in a high malaria burden area of Uganda. PLOS GLOBAL PUBLIC HEALTH 2023; 3:e0001675. [PMID: 37134083 PMCID: PMC10156012 DOI: 10.1371/journal.pgph.0001675] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 04/12/2023] [Indexed: 05/04/2023]
Abstract
Causes of non-malarial fevers in sub-Saharan Africa remain understudied. We hypothesized that metagenomic next-generation sequencing (mNGS), which allows for broad genomic-level detection of infectious agents in a biological sample, can systematically identify potential causes of non-malarial fevers. The 212 participants in this study were of all ages and were enrolled in a longitudinal malaria cohort in eastern Uganda. Between December 2020 and August 2021, respiratory swabs and plasma samples were collected at 313 study visits where participants presented with fever and were negative for malaria by microscopy. Samples were analyzed using CZ ID, a web-based platform for microbial detection in mNGS data. Overall, viral pathogens were detected at 123 of 313 visits (39%). SARS-CoV-2 was detected at 11 visits, from which full viral genomes were recovered from nine. Other prevalent viruses included Influenza A (14 visits), RSV (12 visits), and three of the four strains of seasonal coronaviruses (6 visits). Notably, 11 influenza cases occurred between May and July 2021, coinciding with when the Delta variant of SARS-CoV-2 was circulating in this population. The primary limitation of this study is that we were unable to estimate the contribution of bacterial microbes to non-malarial fevers, due to the difficulty of distinguishing bacterial microbes that were pathogenic from those that were commensal or contaminants. These results revealed the co-circulation of multiple viral pathogens likely associated with fever in the cohort during this time period. This study illustrates the utility of mNGS in elucidating the multiple potential causes of non-malarial febrile illness. A better understanding of the pathogen landscape in different settings and age groups could aid in informing diagnostics, case management, and public health surveillance systems.
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Affiliation(s)
- Lusajo Mwakibete
- Chan Zuckerberg Biohub, San Francisco, CA, United States of America
| | - Saki Takahashi
- Department of Medicine, Division of HIV, ID, and Global Medicine, EPPIcenter Research Program, University of California San Francisco, San Francisco, CA, United States of America
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States of America
| | - Vida Ahyong
- Chan Zuckerberg Biohub, San Francisco, CA, United States of America
| | - Allison Black
- Chan Zuckerberg Biohub, San Francisco, CA, United States of America
| | - John Rek
- Infectious Diseases Research Collaboration, Kampala, Uganda
| | | | - Moses Kamya
- Infectious Diseases Research Collaboration, Kampala, Uganda
- Department of Medicine, Makerere University, Kampala, Uganda
| | - Grant Dorsey
- Department of Medicine, Division of HIV, ID, and Global Medicine, University of California San Francisco, San Francisco, CA, United States of America
| | - Prasanna Jagannathan
- Department of Medicine, Stanford University, Palo Alto, CA, United States of America
- Department of Microbiology and Immunology, Stanford University, Palo Alto, CA, United States of America
| | - Isabel Rodríguez-Barraquer
- Department of Medicine, Division of HIV, ID, and Global Medicine, EPPIcenter Research Program, University of California San Francisco, San Francisco, CA, United States of America
| | - Cristina M. Tato
- Chan Zuckerberg Biohub, San Francisco, CA, United States of America
| | - Bryan Greenhouse
- Department of Medicine, Division of HIV, ID, and Global Medicine, EPPIcenter Research Program, University of California San Francisco, San Francisco, CA, United States of America
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Mahmud ASM, Seers CA, Shaikh AA, Taznin T, Uzzaman MS, Osman E, Habib MA, Akter S, Banu TA, Sarkar MMH, Goswami B, Jahan I, Okeoma CM, Khan MS, Reynolds EC. A multicentre study reveals dysbiosis in the microbial co-infection and antimicrobial resistance gene profile in the nasopharynx of COVID-19 patients. Sci Rep 2023; 13:4122. [PMID: 36914691 PMCID: PMC10009844 DOI: 10.1038/s41598-023-30504-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 02/24/2023] [Indexed: 03/16/2023] Open
Abstract
The impact of SARS-CoV-2 infection on the nasopharyngeal microbiome has not been well characterised. We sequenced genetic material extracted from nasopharyngeal swabs of SARS-CoV-2-positive individuals who were asymptomatic (n = 14), had mild (n = 64) or severe symptoms (n = 11), as well as from SARS-CoV-2-negative individuals who had never-been infected (n = 5) or had recovered from infection (n = 7). Using robust filters, we identified 1345 taxa with approximately 0.1% or greater read abundance. Overall, the severe cohort microbiome was least diverse. Bacterial pathogens were found in all cohorts, but fungal species identifications were rare. Few taxa were common between cohorts suggesting a limited human nasopharynx core microbiome. Genes encoding resistance mechanisms to 10 antimicrobial classes (> 25% sequence coverages, 315 genes, 63 non-redundant) were identified, with β-lactam resistance genes near ubiquitous. Patients infected with SARS-CoV-2 (asymptomatic and mild) had a greater incidence of antibiotic resistance genes and a greater microbial burden than the SARS-CoV-2-negative individuals. This should be considered when deciding how to treat COVID-19 related bacterial infections.
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Affiliation(s)
- A Sayeed M Mahmud
- Bangladesh Council of Scientific and Industrial Research, Dr. Qudrat-E-Khuda Road, Dhaka, 1205, Bangladesh
| | - Christine A Seers
- The Oral Health Cooperative Research Centre, Melbourne Dental School, Bio21 Institute, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - Aftab Ali Shaikh
- Bangladesh Council of Scientific and Industrial Research, Dr. Qudrat-E-Khuda Road, Dhaka, 1205, Bangladesh
| | - Tarannum Taznin
- Jashore University of Science and Technology, Jashore, 7408, Bangladesh
| | | | - Eshrar Osman
- SciTech Consulting and Solutions, Dhaka, 1213, Bangladesh
| | - Md Ahashan Habib
- Bangladesh Council of Scientific and Industrial Research, Dr. Qudrat-E-Khuda Road, Dhaka, 1205, Bangladesh
| | - Shahina Akter
- Bangladesh Council of Scientific and Industrial Research, Dr. Qudrat-E-Khuda Road, Dhaka, 1205, Bangladesh
| | - Tanjina Akhtar Banu
- Bangladesh Council of Scientific and Industrial Research, Dr. Qudrat-E-Khuda Road, Dhaka, 1205, Bangladesh
| | - Md Murshed Hasan Sarkar
- Bangladesh Council of Scientific and Industrial Research, Dr. Qudrat-E-Khuda Road, Dhaka, 1205, Bangladesh
| | - Barna Goswami
- Bangladesh Council of Scientific and Industrial Research, Dr. Qudrat-E-Khuda Road, Dhaka, 1205, Bangladesh
| | - Iffat Jahan
- Bangladesh Council of Scientific and Industrial Research, Dr. Qudrat-E-Khuda Road, Dhaka, 1205, Bangladesh
| | - Chioma M Okeoma
- Department of Pathology, Microbiology, and Immunology, New York Medical College, 40 Sunshine Cottage Rd, Valhalla, NY, 10595, USA
| | - Md Salim Khan
- Bangladesh Council of Scientific and Industrial Research, Dr. Qudrat-E-Khuda Road, Dhaka, 1205, Bangladesh.
| | - Eric C Reynolds
- The Oral Health Cooperative Research Centre, Melbourne Dental School, Bio21 Institute, The University of Melbourne, Parkville, VIC, 3010, Australia.
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Grundy BS, Parikh H, Jacob S, Banura P, Moore CC, Liu J, Houpt ER. Pathogen Detection Using Metagenomic Next-Generation Sequencing of Plasma Samples from Patients with Sepsis in Uganda. Microbiol Spectr 2023; 11:e0431222. [PMID: 36625651 PMCID: PMC9927450 DOI: 10.1128/spectrum.04312-22] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 12/16/2022] [Indexed: 01/11/2023] Open
Abstract
Metagenomic sequencing is a promising new method for pathogen detection. We aimed to detect pathogens from archived plasma using metagenomic sequencing in a previously well-characterized cohort of 254 predominantly HIV-infected patients with sepsis in Uganda. We used Illumina sequencing and the Chan Zuckerberg ID metagenomics platform to sequence and identify pathogens. On average, each plasma sample yielded 3,404,737 ± 2,201,997 reads (mean ± standard deviation), of which 220,032 ± 416,691 (6.3% ± 8.6%) were identified as nonhuman reads. Using a background model filter, 414 genus-specific pathogen identifications were found in the 254 samples. Nineteen pathogens were previously detected positive by quantitative PCR (qPCR), compared to sequencing, which demonstrated 30.2% sensitivity and 99.5% specificity. Sensitivity was higher for viral pathogens than nonviral pathogens (37% versus 5%). For example, HIV viremia was detected in 69% of samples using qPCR, and sequencing revealed 70% sensitivity and 92% specificity. There were 75 genus-specific potential pathogens identified by sequencing in this cohort, including hepatitis B and Epstein-Barr virus (EBV), among several others. qPCR showed a prevalence of hepatitis B and EBV viremia of 17% and 45%, respectively. In-hospital mortality was associated with a lower qPCR threshold cycle value for EBV (adjusted odds ratio, 0.85; P < .001) but not for hepatitis B or HIV. In conclusion, a broad range of potential pathogens were identified by metagenomic sequencing in patients with sepsis in Uganda. Unexpectedly high rates of hepatitis B and EBV viremia were found. Whether these viral infections in HIV patients with sepsis are clinically important requires further study. IMPORTANCE The use of next-generation sequencing (NGS) in blood samples is an emerging technology for clinical microbiology labs. In this work, we performed NGS on plasma samples from a well-characterized cohort, where all samples had been previously tested by PCR for 43 pathogens. Therefore, we could compare sequencing performance against that of PCR and identify clinical correlates. A broad range of potential pathogens were identified by metagenomic sequencing in patients with sepsis in Uganda, particularly viruses, which we confirmed by PCR. In addition to HIV viremia, unexpectedly high rates of hepatitis B and EBV viremia were found, which may have important clinical implications.
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Affiliation(s)
- Brian S. Grundy
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, Virginia, USA
| | - Hardik Parikh
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, Virginia, USA
| | - Shevin Jacob
- Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Patrick Banura
- Ministry of Health, National Disease Control Department, Kampala, Uganda
| | - Chris C. Moore
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, Virginia, USA
| | - Jie Liu
- School of Public Health, Qingdao University, Qingdao, China
| | - Eric R. Houpt
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, Virginia, USA
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Cornet MC, Grose C, Vexler Z, Wu YW, Fullerton HJ. The Role of Infection and Inflammation in the Pathogenesis of Pediatric Arterial Ischemic Stroke. Semin Pediatr Neurol 2022; 44:100995. [PMID: 36456035 DOI: 10.1016/j.spen.2022.100995] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 08/31/2022] [Accepted: 09/05/2022] [Indexed: 11/15/2022]
Abstract
Infections play an important role in the pathogenesis of acute ischemic stroke (AIS) in neonates and children. In neonates, chorioamnionitis or intrauterine inflammation has been implicated as a common risk factor for AIS. In infants and children, recent investigations demonstrated that even minor childhood infections are associated with subsequent increased risk for AIS. Post-infectious inflammatory mechanisms following infections with herpesviruses may lead to focal cerebral arteriopathy (FCA), one of the most common causes of AIS in a previously healthy child. Other agents such as parvovirus B19, dengue virus, and SARS-CoV-2 have recently been implicated as other potential triggers. Infections are compelling treatable stroke risk factors, with available therapies for both pathogens and downstream inflammatory effects. However, infections are common in childhood, while stroke is uncommon. The ongoing VIPS II (Vascular effects of Infection in Pediatric Stroke) study aims to identify the array of pathogens that may lead to childhood AIS and whether either unusual strains or unusual combinations of pathogens explain this paradox. Immune modulation with corticosteroids for FCA is another active area of research, with European and U.S. trials launching soon. The results of these new pediatric stroke studies combined with findings emerging from the larger field of immune-mediated post-infectious diseases will likely lead to new approaches to the prevention and treatment of pediatric stroke. This review highlights recent developments from both clinical and animal model research enhancing our understanding of this relationship between infection, inflammation, and stroke in neonates and children.
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Affiliation(s)
- Marie-Coralie Cornet
- Department of Pediatrics, University of California San Francisco, San Francisco, California, USA.
| | - Charles Grose
- Department of Pediatrics, University of Iowa, Iowa City, Iowa, USA
| | - Zinaida Vexler
- Department of Neurology, University of California San Francisco, San Francisco, California, USA
| | - Yvonne W Wu
- Department of Pediatrics, University of California San Francisco, San Francisco, California, USA; Department of Neurology, University of California San Francisco, San Francisco, California, USA
| | - Heather J Fullerton
- Department of Pediatrics, University of California San Francisco, San Francisco, California, USA; Department of Neurology, University of California San Francisco, San Francisco, California, USA
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Frickmann H, Weinreich F, Loderstädt U, Poppert S, Tannich E, Bull J, Kreikemeyer B, Barrantes I. Metagenomic Sequencing for the Diagnosis of Plasmodium spp. with Different Levels of Parasitemia in EDTA Blood of Malaria Patients-A Proof-of-Principle Assessment. Int J Mol Sci 2022; 23:11150. [PMID: 36232449 PMCID: PMC9569645 DOI: 10.3390/ijms231911150] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2022] [Revised: 09/17/2022] [Accepted: 09/20/2022] [Indexed: 11/17/2022] Open
Abstract
Molecular diagnostic approaches are increasingly included in the diagnostic workup and even in the primary diagnosis of malaria in non-endemic settings, where it is difficult to maintain skillful microscopic malaria detection due to the rarity of the disease. Pathogen-specific nucleic acid amplification, however, bears the risk of overlooking other pathogens associated with febrile illness in returnees from the tropics. Here, we assessed the discriminatory potential of metagenomic sequencing for the identification of different Plasmodium species with various parasitemia in EDTA blood of malaria patients. Overall, the proportion of Plasmodium spp.-specific sequence reads in the assessed samples showed a robust positive correlation with parasitemia (Spearman r = 0.7307, p = 0.0001) and a robust negative correlation with cycle threshold (Ct) values of genus-specific real-time PCR (Spearman r = -0.8626, p ≤ 0.0001). Depending on the applied bioinformatic algorithm, discrimination on species level was successful in 50% (11/22) to 63.6% (14/22) instances. Limiting factors for the discrimination on species level were very low parasitemia, species-depending lacking availability of reliable reference genomes, and mixed infections with high variance of the proportion of the infecting species. In summary, metagenomic sequencing as performed in this study is suitable for the detection of malaria in human blood samples, but the diagnostic detection limit for a reliable discrimination on species level remains higher than for competing diagnostic approaches like microscopy and PCR.
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Affiliation(s)
- Hagen Frickmann
- Department of Microbiology and Hospital Hygiene, Bundeswehr Hospital Hamburg, 20359 Hamburg, Germany
- Institute for Medical Microbiology, Virology and Hygiene, University Medicine Rostock, 18057 Rostock, Germany
| | - Felix Weinreich
- Department of Microbiology and Hospital Hygiene, Bundeswehr Hospital Hamburg, 20359 Hamburg, Germany
| | - Ulrike Loderstädt
- Department of Hospital Hygiene & Infectious Diseases, University Medicine Göttingen, 37075 Goettingen, Germany
| | - Sven Poppert
- Bernhard Nocht Institute for Tropical Medicine Hamburg, 20359 Hamburg, Germany
| | - Egbert Tannich
- Bernhard Nocht Institute for Tropical Medicine Hamburg, 20359 Hamburg, Germany
| | - Jana Bull
- Institute for Medical Microbiology, Virology and Hygiene, University Medicine Rostock, 18057 Rostock, Germany
| | - Bernd Kreikemeyer
- Institute for Medical Microbiology, Virology and Hygiene, University Medicine Rostock, 18057 Rostock, Germany
| | - Israel Barrantes
- Research Group Translational Bioinformatics, Institute for Biostatistics and Informatics in Medicine und Aging Research, University Medicine Rostock, 18057 Rostock, Germany
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Yek C, Pacheco AR, Vanaerschot M, Bohl JA, Fahsbender E, Aranda-Díaz A, Lay S, Chea S, Oum MH, Lon C, Tato CM, Manning JE. Metagenomic Pathogen Sequencing in Resource-Scarce Settings: Lessons Learned and the Road Ahead. FRONTIERS IN EPIDEMIOLOGY 2022; 2:926695. [PMID: 36247976 PMCID: PMC9558322 DOI: 10.3389/fepid.2022.926695] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 07/29/2022] [Indexed: 06/16/2023]
Abstract
Metagenomic next-generation sequencing (mNGS) is the process of sequencing all genetic material in a biological sample. The technique is growing in popularity with myriad applications including outbreak investigation, biosurveillance, and pathogen detection in clinical samples. However, mNGS programs are costly to build and maintain, and additional obstacles faced by low- and middle-income countries (LMICs) may further widen global inequities in mNGS capacity. Over the past two decades, several important infectious disease outbreaks have highlighted the importance of establishing widespread sequencing capacity to support rapid disease detection and containment at the source. Using lessons learned from the COVID-19 pandemic, LMICs can leverage current momentum to design and build sustainable mNGS programs, which would form part of a global surveillance network crucial to the elimination of infectious diseases.
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Affiliation(s)
- Christina Yek
- Department of Critical Care Medicine, National Institutes of Health Clinical Center, Bethesda, MD, United States
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, Rockville, MD, United States
| | - Andrea R. Pacheco
- International Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, Phnom Penh, Cambodia
| | | | - Jennifer A. Bohl
- Vaccine Immunology Program, Vaccine Research Center, National Institute of Allergy and Infectious Diseases, Bethesda, MD, United States
| | | | - Andrés Aranda-Díaz
- Chan Zuckerberg Initiative, Redwood City, CA, United States
- Department of Medicine, University of California, San Francisco, San Francisco, CA, United States
| | - Sreyngim Lay
- International Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, Phnom Penh, Cambodia
| | - Sophana Chea
- International Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, Phnom Penh, Cambodia
| | - Meng Heng Oum
- International Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, Phnom Penh, Cambodia
| | - Chanthap Lon
- International Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, Phnom Penh, Cambodia
| | | | - Jessica E. Manning
- Laboratory of Malaria and Vector Research, National Institute of Allergy and Infectious Diseases, Rockville, MD, United States
- International Center of Excellence in Research, National Institute of Allergy and Infectious Diseases, Phnom Penh, Cambodia
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Alves ADR, Raposo JV, de Sousa RMP, Cardoso CAA, Costa PKSDF, Araújo JM, Barreiro STA, Bressan CDS, Calvet GA, de Souza RV, Brasil P, Cubel Garcia RDCN, Pinto MA, de Paula VS, Amado LA. Beyond arboviruses: A multicenter study to evaluate differential diagnosis of rash diseases and acute febrile illness cases in Rio de Janeiro, Brazil. PLoS One 2022; 17:e0271758. [PMID: 35905118 PMCID: PMC9337664 DOI: 10.1371/journal.pone.0271758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 07/07/2022] [Indexed: 11/18/2022] Open
Abstract
INTRODUCTION A wide variety of viruses can cause rash diseases (RDs) or acute febrile illness (AFIs) in children, adolescents and adults; however, approximately 19% of RD cases and 40% of AFI cases remain without a defined etiology. Parvovirus B19 (B19V) and herpesvirus infection can also cause RD and/or AFI, and in some risk groups, these infections can become persistent (or latent) and may require hospital treatment. Since these infections do not have mandatory reporting, they can be hidden by other diseases, such as those caused by arboviruses (e.g., dengue virus). In this context, the aim of this study was to pursue the differential laboratory diagnoses of B19V and herpesvirus infections in patients with RD and AFI, without a defined etiology, seen in hospitals and/or reference centers for infectious diseases in Rio de Janeiro. METHODS A total of 114 participants were enrolled in the study, including 54 children and 60 adults. B19V infection was assessed by real-time PCR (qPCR) and ELISA (anti-B19V IgM and IgG). EBV was assessed through qPCR, and betaherpesviruses (HCMV, HHV-6 and HHV-7) were assessed through multiplex qPCR. Sociodemographic and clinical data were obtained from the medical record data of these participants. RESULTS The median age of children with RD was 2 years (interquartile range (IQR): 5), and 55.6% were male. Among adults with AFI, the median age was 38 years (IQR: 21), and 56.7% were female. Regarding RD patients, viral prevalence (and load) were 5.5%(104IU/mL), 3.4%(104IU/mL), 5.5%(104IU/mL) and 11.1%(105IU/mL) for B19V, EBV, HCMV and HHV-6 infection, respectively, and in AFI patients they were 6.6%(105IU/mL), 1.6%(103IU/mL), 3.3%(104IU/mL) for B19V, HCMV and HHV-6, respectively. HHV-7 was not detected in RD or AFI patients. CONCLUSION These results suggest the importance of including B19V and herpesviruses in the differential laboratory diagnoses for patients with RD and AFI, not only for epidemiological purposes but also for the proper management of the patient.
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Affiliation(s)
- Arthur Daniel Rocha Alves
- Laboratório de Desenvolvimento Tecnológico em Virologia, Instituto Oswaldo cruz, Fundação Oswaldo Cruz, Rio de Janeiro, RJ, Brasil
| | - Jéssica Vasques Raposo
- Laboratório de Virologia Molecular, Instituto Oswaldo cruz, Fundação Oswaldo Cruz, Rio de Janeiro, RJ, Brasil
| | | | | | | | | | | | - Clarisse da Silveira Bressan
- Laboratório de Pesquisa Clínica em Doenças Febris Agudas, Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, RJ, Brasil
| | - Guilherme Amaral Calvet
- Laboratório de Pesquisa Clínica em Doenças Febris Agudas, Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, RJ, Brasil
| | - Rogério Valls de Souza
- Laboratório de Pesquisa Clínica em Doenças Febris Agudas, Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, RJ, Brasil
| | - Patrícia Brasil
- Laboratório de Pesquisa Clínica em Doenças Febris Agudas, Instituto Nacional de Infectologia Evandro Chagas, Rio de Janeiro, RJ, Brasil
| | | | - Marcelo Alves Pinto
- Laboratório de Desenvolvimento Tecnológico em Virologia, Instituto Oswaldo cruz, Fundação Oswaldo Cruz, Rio de Janeiro, RJ, Brasil
| | - Vanessa Salete de Paula
- Laboratório de Virologia Molecular, Instituto Oswaldo cruz, Fundação Oswaldo Cruz, Rio de Janeiro, RJ, Brasil
| | - Luciane Almeida Amado
- Laboratório de Desenvolvimento Tecnológico em Virologia, Instituto Oswaldo cruz, Fundação Oswaldo Cruz, Rio de Janeiro, RJ, Brasil
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Utility of Metagenomic Next-Generation Sequencing for Etiological Diagnosis of Patients with Sepsis in Intensive Care Units. Microbiol Spectr 2022; 10:e0074622. [PMID: 35861525 PMCID: PMC9430677 DOI: 10.1128/spectrum.00746-22] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The performance of metagenomic next-generation sequencing (mNGS) was evaluated and compared with that of conventional culture testing in patients with sepsis. Prospective blood and bronchoalveolar lavage fluid (BALF) samples from 50 patients with sepsis were tested using cultures (bacterial, fungal, and viral) and mNGS of microbial DNA (blood and BALF) and RNA (BALF). mNGS had higher detection rates than blood culture (88.0% versus 26.0%, P < 0.001) and BALF culture (92.0% versus 76.0%, P = 0.054). RNA-based mNGS has increased the detection rate of several bacteria, fungi, and viruses, but not mycobacteria and Toxoplasma gondii. The number of multiple detections per specimen was higher in BALF (92.0%) than in blood (78.0%) samples, and the highest number of pathogens detected in a single specimen was 32. Among blood samples, compared to cultures, mNGS detected significantly more bacteria (P < 0.001), fungi (P = 0.012), and viruses (P < 0.001), whereas BALF mNGS had a higher detection rate for bacteria (P < 0.001) and viruses (P < 0.001). The percentage of mNGS-positive samples was significantly higher than that of culture-positive samples for several Gram-negative bacteria, some Gram-positive bacteria, and viruses, but not fungi. Mycobacteria had a higher detection rate by culture than by mNGS, but the difference was not significant due to the small sample size. The positive and negative agreements with 95% confidence intervals of mNGS and culture were 62.0% (50.4 to 72.7) and 96.8% (96.5 to 97.1), respectively. mNGS offers a sensitive diagnostic method for patients with sepsis and is promising for the detection of multipathogen infections. Clinical correlation is advised to interpret mNGS data due to the lack of unified diagnostic criteria. IMPORTANCE Delays in effective antimicrobial therapy have resulted in decreased survival rates among patients with sepsis. However, current culture-based diagnostic methods have low sensitivity because of concurrent antibiotic exposure and fastidious and atypical causative organisms. Among patients with sepsis, we showed that mNGS methods had higher positive rates than culture methods, especially for bacteria, viruses, and multipathogen infections, which are difficult to culture and detect in patients treated with antibiotics. RNA-based mNGS has increased the detection rate of several bacteria, fungi, and viruses, but not mycobacteria and Toxoplasma gondii. mNGS also showed a high negative percent agreement with cultures. However, the interpretation of mNGS data should be combined with clinical data and conventional methods considering the lack of unified diagnostic criteria.
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Mick E, Tsitsiklis A, Spottiswoode N, Caldera S, Serpa PH, Detweiler AM, Neff N, Pisco AO, Li LM, Retallack H, Ratnasiri K, Williamson KM, Soesanto V, Simões EAF, Smith C, Abuogi L, Kistler A, Wagner BD, DeRisi JL, Ambroggio L, Mourani PM, Langelier CR. Upper airway gene expression shows a more robust adaptive immune response to SARS-CoV-2 in children. Nat Commun 2022; 13:3937. [PMID: 35803954 PMCID: PMC9263813 DOI: 10.1038/s41467-022-31600-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 05/31/2022] [Indexed: 12/24/2022] Open
Abstract
Unlike other respiratory viruses, SARS-CoV-2 disproportionately causes severe disease in older adults whereas disease burden in children is lower. To investigate whether differences in the upper airway immune response may contribute to this disparity, we compare nasopharyngeal gene expression in 83 children (<19-years-old; 38 with SARS-CoV-2, 11 with other respiratory viruses, 34 with no virus) and 154 older adults (>40-years-old; 45 with SARS-CoV-2, 28 with other respiratory viruses, 81 with no virus). Expression of interferon-stimulated genes is robustly activated in both children and adults with SARS-CoV-2 infection compared to the respective non-viral groups, with only subtle distinctions. Children, however, demonstrate markedly greater upregulation of pathways related to B cell and T cell activation and proinflammatory cytokine signaling, including response to TNF and production of IFNγ, IL-2 and IL-4. Cell type deconvolution confirms greater recruitment of B cells, and to a lesser degree macrophages, to the upper airway of children. Only children exhibit a decrease in proportions of ciliated cells, among the primary targets of SARS-CoV-2, upon infection. These findings demonstrate that children elicit a more robust innate and especially adaptive immune response to SARS-CoV-2 in the upper airway that likely contributes to their protection from severe disease in the lower airway.
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Affiliation(s)
- Eran Mick
- Division of Infectious Diseases, University of California, San Francisco, CA, USA.,Division of Pulmonary and Critical Care Medicine, University of California, San Francisco, CA, USA.,Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Alexandra Tsitsiklis
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
| | - Natasha Spottiswoode
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
| | - Saharai Caldera
- Division of Infectious Diseases, University of California, San Francisco, CA, USA.,Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Paula Hayakawa Serpa
- Division of Infectious Diseases, University of California, San Francisco, CA, USA.,Chan Zuckerberg Biohub, San Francisco, CA, USA
| | | | - Norma Neff
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | | | - Lucy M Li
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Hanna Retallack
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA, USA
| | | | - Kayla M Williamson
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO, USA
| | - Victoria Soesanto
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO, USA
| | - Eric A F Simões
- Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA
| | - Christiana Smith
- Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA
| | - Lisa Abuogi
- Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA
| | - Amy Kistler
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Brandie D Wagner
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO, USA.,Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA
| | - Joseph L DeRisi
- Chan Zuckerberg Biohub, San Francisco, CA, USA.,Department of Biochemistry and Biophysics, University of California, San Francisco, CA, USA
| | - Lilliam Ambroggio
- Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA
| | - Peter M Mourani
- Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA.,Arkansas Children's Research Institute, Arkansas Children's Hospital, Little Rock, AR, USA
| | - Charles R Langelier
- Division of Infectious Diseases, University of California, San Francisco, CA, USA. .,Chan Zuckerberg Biohub, San Francisco, CA, USA.
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33
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Jesse ST, Ciurkiewicz M, Siesenop U, Spitzbarth I, Osterhaus ADME, Baumgärtner W, Ludlow M. Molecular characterization of a bovine adenovirus type 7 (Bovine Atadenovirus F) strain isolated from a systemically infected calf in Germany. Virol J 2022; 19:89. [PMID: 35610654 PMCID: PMC9131638 DOI: 10.1186/s12985-022-01817-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Accepted: 05/11/2022] [Indexed: 12/01/2022] Open
Abstract
Bovine adenovirus 7 (BAdV-7) is an unclassified member of the genus Atadenovirus with a worldwide distribution and has been reported to induce clinical disease of varying severity in infected cattle, ranging from asymptomatic infections to severe enteric or respiratory disease. In this study, we used next-generation sequencing to obtain the first complete genome sequence of a European strain of BadV-7, from pooled spleen and liver tissue obtained from a deceased newborn Limousin calf. Histopathological analysis and electron microscopy showing systemic lesions in multiple organs with intranuclear amphophilic inclusions observed in endothelial cells in multiple peripheral tissues. Virus isolation was readily achieved from tissue homogenate using bovine esophagus cells (KOP-R), a strategy which should facilitate future in vitro or in vivo BAdV-7 studies. Phylogenetic analysis of available genome sequences of BAdV-7 showed that the newly identified strain groups most closely with a recent BAdV-7 strain, SD18-74, from the USA, confirming that this newly identified strain is a member of the Atadenovirus genus. The fiber gene was found to be highly conserved within BAdV-7 strains but was highly divergent in comparison to Ovine adenovirus 7 (OAdV-7) (39.56% aa sequence identity). Furthermore, we report a variable region of multiple tandem repeats between the coding regions of E4.1 and RH5 genes. In summary, the presented pathological and molecular characterization of this case suggests that further research into the worldwide molecular epidemiology and disease burden of BAdV-7 is warranted.
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Affiliation(s)
- Sonja T Jesse
- Research Center Emerging Infections and Zoonoses (RIZ), University of Veterinary Medicine Hannover, D-30559, Hannover, Germany
| | | | - Ute Siesenop
- Department of Microbiology, University of Veterinary Medicine Hanover, Hannover, Germany
| | - Ingo Spitzbarth
- Department of Pathology, University of Veterinary Medicine Hanover, Hannover, Germany
- Faculty of Veterinary Medicine, Institute of Veterinary Pathology, Leipzig University, Leipzig, Germany
| | - A D M E Osterhaus
- Research Center Emerging Infections and Zoonoses (RIZ), University of Veterinary Medicine Hannover, D-30559, Hannover, Germany
| | - Wolfgang Baumgärtner
- Department of Pathology, University of Veterinary Medicine Hanover, Hannover, Germany
| | - Martin Ludlow
- Research Center Emerging Infections and Zoonoses (RIZ), University of Veterinary Medicine Hannover, D-30559, Hannover, Germany.
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Discovering disease-causing pathogens in resource-scarce Southeast Asia using a global metagenomic pathogen monitoring system. Proc Natl Acad Sci U S A 2022; 119:e2115285119. [PMID: 35238677 PMCID: PMC8931249 DOI: 10.1073/pnas.2115285119] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
SignificanceMetagenomic pathogen sequencing offers an unbiased approach to characterizing febrile illness. In resource-scarce settings with high biodiversity, it is critical to identify disease-causing pathogens in order to understand burden and to prioritize efforts for control. Here, metagenomic next-generation sequencing (mNGS) characterization of the pathogen landscape in Cambodia revealed diverse vector-borne and zoonotic pathogens irrespective of age and gender as risk factors. Identification of key pathogens led to changes in national program surveillance. This study is a "real world" example of the use of mNGS surveillance of febrile individuals, executed in-country, to identify outbreaks of vector-borne, zoonotic, and other emerging pathogens in a resource-scarce setting.
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35
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Miller S, Chiu C. The Role of Metagenomics and Next-Generation Sequencing in Infectious Disease Diagnosis. Clin Chem 2021; 68:115-124. [PMID: 34969106 DOI: 10.1093/clinchem/hvab173] [Citation(s) in RCA: 75] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 08/06/2021] [Indexed: 12/16/2022]
Abstract
BACKGROUND Metagenomic next-generation sequencing (mNGS) for pathogen detection is becoming increasingly available as a method to identify pathogens in cases of suspected infection. mNGS analyzes the nucleic acid content of patient samples with high-throughput sequencing technologies to detect and characterize microorganism DNA and/or RNA. This unbiased approach to organism detection enables diagnosis of a broad spectrum of infection types and can identify more potential pathogens than any single conventional test. This can lead to improved ability to diagnose patients, although there remains concern regarding contamination and detection of nonclinically significant organisms. CONTENT We describe the laboratory approach to mNGS testing and highlight multiple considerations that affect diagnostic performance. We also summarize recent literature investigating the diagnostic performance of mNGS assays for a variety of infection types and recommend further studies to evaluate the improvement in clinical outcomes and cost-effectiveness of mNGS testing. SUMMARY The majority of studies demonstrate that mNGS has sensitivity similar to specific PCR assays and will identify more potential pathogens than conventional methods. While many of these additional organism detections correlate with the expected pathogen spectrum based on patient presentations, there are relatively few formal studies demonstrating whether these are true-positive infections and benefits to clinical outcomes. Reduced specificity due to contamination and clinically nonsignificant organism detections remains a major concern, emphasizing the importance of careful interpretation of the organism pathogenicity and potential association with the clinical syndrome. Further research is needed to determine the possible improvement in clinical outcomes and cost-effectiveness of mNGS testing.
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Affiliation(s)
- Steve Miller
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Charles Chiu
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA, USA.,Department of Medicine, Division of Infectious Diseases, University of California San Francisco, San Francisco, CA, USA
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36
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Nessler JN, Jo WK, Osterhaus ADME, Ludlow M, Tipold A. Canine Meningoencephalitis of Unknown Origin-The Search for Infectious Agents in the Cerebrospinal Fluid via Deep Sequencing. Front Vet Sci 2021; 8:645517. [PMID: 34950723 PMCID: PMC8688736 DOI: 10.3389/fvets.2021.645517] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Accepted: 11/15/2021] [Indexed: 01/02/2023] Open
Abstract
Meningoencephalitis of unknown origin (MUO) describes a group of meningoencephalitides in dogs with a hitherto unknown trigger. An infectious agent has been suggested as one possible trigger of MUO but has not been proven so far. A relatively new method to screen for viral RNA or DNA is next-generation sequencing (NGS) or deep sequencing. In this study, a metagenomics analysis of the virome in a sample is analyzed and scanned for known or unknown viruses. We examined fresh-frozen CSF of 6 dogs with MUO via NGS using a modified sequence-independent, single-primer amplification protocol to detect a possible infectious trigger. Analysis of sequencing reads obtained from the six CSF samples showed no evidence of a virus infection. The inability to detect a viral trigger which could be implicated in the development of MUO in the examined population of European dogs, suggests that the current techniques are not sufficiently sensitive to identify a possible virus infection, that the virus is already eliminated at the time-point of disease outbreak, the trigger might be non-infectious or that there is no external trigger responsible for initiating MUO in dogs.
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Affiliation(s)
- Jasmin Nicole Nessler
- Department of Small Animal Medicine and Surgery, University of Veterinary Medicine Foundation, Hannover, Germany
| | - Wendy Karen Jo
- Research Center for Emerging Infections and Zoonoses, University of Veterinary Medicine Foundation, Hannover, Germany
| | - Albert D M E Osterhaus
- Research Center for Emerging Infections and Zoonoses, University of Veterinary Medicine Foundation, Hannover, Germany
| | - Martin Ludlow
- Research Center for Emerging Infections and Zoonoses, University of Veterinary Medicine Foundation, Hannover, Germany
| | - Andrea Tipold
- Department of Small Animal Medicine and Surgery, University of Veterinary Medicine Foundation, Hannover, Germany
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37
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Edward P, Handel AS. Metagenomic Next-Generation Sequencing for Infectious Disease Diagnosis: A Review of the Literature With a Focus on Pediatrics. J Pediatric Infect Dis Soc 2021; 10:S71-S77. [PMID: 34951466 DOI: 10.1093/jpids/piab104] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Metagenomic next-generation sequencing (mNGS) is a novel tool for identifying microbial DNA and/or RNA in blood and other clinical specimens. In the face of increasingly complex patients and an ever-growing list of known potential pathogens, mNGS has been proposed as a breakthrough tool for unbiased pathogen identification. Studies have begun to explore the clinical applicability of mNGS in a variety of settings, including endocarditis, pneumonia, febrile neutropenia, osteoarticular infections, and returning travelers. The real-world impact of mNGS has also been assessed through retrospective studies, documenting varying degrees of success and limitations. In this review, we will explore current highlights of the clinical mNGS literature, with a focus on pediatric data where available. We aim to provide the reader with a deeper understanding of the strengths and weaknesses of mNGS and to provide direction toward areas requiring further research.
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Affiliation(s)
- Priya Edward
- Department of Pediatrics, Division of Infectious Diseases, Lurie Children's Hospital, Chicago, Illinois, USA
| | - Andrew S Handel
- Department of Pediatrics, Division of Infectious Diseases, Stony Brook Children's Hospital, Stony Brook, New York, USA
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38
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Allali I, Abotsi RE, Tow LA, Thabane L, Zar HJ, Mulder NM, Nicol MP. Human microbiota research in Africa: a systematic review reveals gaps and priorities for future research. MICROBIOME 2021; 9:241. [PMID: 34911583 PMCID: PMC8672519 DOI: 10.1186/s40168-021-01195-7] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 11/14/2021] [Indexed: 05/11/2023]
Abstract
BACKGROUND The role of the human microbiome in health and disease is an emerging and important area of research; however, there is a concern that African populations are under-represented in human microbiome studies. We, therefore, conducted a systematic survey of African human microbiome studies to provide an overview and identify research gaps. Our secondary objectives were: (i) to determine the number of peer-reviewed publications; (ii) to identify the extent to which the researches focused on diseases identified by the World Health Organization [WHO] State of Health in the African Region Report as being the leading causes of morbidity and mortality in 2018; (iii) to describe the extent and pattern of collaborations between researchers in Africa and the rest of the world; and (iv) to identify leadership and funders of the studies. METHODOLOGY We systematically searched Medline via PubMed, Scopus, CINAHL, Academic Search Premier, Africa-Wide Information through EBSCOhost, and Web of Science from inception through to 1st April 2020. We included studies that characterized samples from African populations using next-generation sequencing approaches. Two reviewers independently conducted the literature search, title and abstract, and full-text screening, as well as data extraction. RESULTS We included 168 studies out of 5515 records retrieved. Most studies were published in PLoS One (13%; 22/168), and samples were collected from 33 of the 54 African countries. The country where most studies were conducted was South Africa (27/168), followed by Kenya (23/168) and Uganda (18/168). 26.8% (45/168) focused on diseases of significant public health concern in Africa. Collaboration between scientists from the United States of America and Africa was most common (96/168). The first and/or last authors of 79.8% of studies were not affiliated with institutions in Africa. Major funders were the United States of America National Institutes of Health (45.2%; 76/168), Bill and Melinda Gates Foundation (17.8%; 30/168), and the European Union (11.9%; 20/168). CONCLUSIONS There are significant gaps in microbiome research in Africa, especially those focusing on diseases of public health importance. There is a need for local leadership, capacity building, intra-continental collaboration, and national government investment in microbiome research within Africa. Video Abstract.
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Affiliation(s)
- Imane Allali
- Computational Biology Division, Department of Integrative Biomedical Sciences, University of Cape Town, Cape Town, South Africa
- Laboratory of Human Pathologies Biology, Department of Biology, Faculty of Sciences, and Genomic Centre of Human Pathologies, Faculty of Medicine and Pharmacy, Mohammed V University in Rabat, Rabat, Morocco
- Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Regina E Abotsi
- Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
- Department of Molecular and Cell Biology, Faculty of Science, University of Cape Town, Cape Town, South Africa
- Department of Pharmaceutical Microbiology, School of Pharmacy, University of Health and Allied Sciences, Ho, Ghana
| | - Lemese Ah Tow
- Division of Medical Microbiology, Department of Pathology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Lehana Thabane
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
- Biostatistics Unit, Father Sean O'Sullivan Research Centre, St Joseph's Healthcare, Hamilton, Ontario, Canada
- Departments of Paediatrics and Anaesthesia, McMaster University, Hamilton, Ontario, Canada
- Centre for Evaluation of Medicine, St Joseph's Healthcare, Hamilton, Ontario, Canada
- Population Health Research Institute, Hamilton Health Sciences, Hamilton, Ontario, Canada
- Centre for Evidence-based Health Care, Faculty of Health Sciences, Stellenbosch University, Tygerberg, South Africa
- Department of Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Heather J Zar
- Department of Paediatrics and Child Health, Red Cross War Memorial Children's Hospital, Cape Town, South Africa
- MRC Unit on Child & Adolescent Health, University of Cape Town, Cape Town, South Africa
| | - Nicola M Mulder
- Computational Biology Division, Department of Integrative Biomedical Sciences, University of Cape Town, Cape Town, South Africa
- Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Mark P Nicol
- Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa.
- Division of Medical Microbiology, Department of Pathology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa.
- School of Biomedical Sciences, University of Western Australia, M504, Perth, WA, 6009, Australia.
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Cordey S, Laubscher F, Hartley MA, Junier T, Keitel K, Docquier M, Guex N, Iseli C, Vieille G, Le Mercier P, Gleizes A, Samaka J, Mlaganile T, Kagoro F, Masimba J, Said Z, Temba H, Elbanna GH, Tapparel C, Zanella MC, Xenarios I, Fellay J, D’Acremont V, Kaiser L. Blood virosphere in febrile Tanzanian children. Emerg Microbes Infect 2021; 10:982-993. [PMID: 33929935 PMCID: PMC8171259 DOI: 10.1080/22221751.2021.1925161] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 04/13/2021] [Accepted: 04/28/2021] [Indexed: 12/16/2022]
Abstract
Viral infections are the leading cause of childhood acute febrile illnesses motivating consultation in sub-Saharan Africa. The majority of causal viruses are never identified in low-resource clinical settings as such testing is either not part of routine screening or available diagnostic tools have limited ability to detect new/unexpected viral variants. An in-depth exploration of the blood virome is therefore necessary to clarify the potential viral origin of fever in children. Metagenomic next-generation sequencing is a powerful tool for such broad investigations, allowing the detection of RNA and DNA viral genomes. Here, we describe the blood virome of 816 febrile children (<5 years) presenting at outpatient departments in Dar es Salaam over one-year. We show that half of the patients (394/816) had at least one detected virus recognized as causes of human infection/disease (13.8% enteroviruses (enterovirus A, B, C, and rhinovirus A and C), 12% rotaviruses, 11% human herpesvirus type 6). Additionally, we report the detection of a large number of viruses (related to arthropod, vertebrate or mammalian viral species) not yet known to cause human infection/disease, highlighting those who should be on the radar, deserve specific attention in the febrile paediatric population and, more broadly, for surveillance of emerging pathogens.Trial registration: ClinicalTrials.gov identifier: NCT02225769.
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Affiliation(s)
- Samuel Cordey
- Division of Infectious Diseases, Geneva University Hospitals, Geneva, Switzerland
- Laboratory of Virology, Division of Infectious Diseases and Division of Laboratory Medicine, University Hospitals of Geneva & Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Florian Laubscher
- Division of Infectious Diseases, Geneva University Hospitals, Geneva, Switzerland
- Laboratory of Virology, Division of Infectious Diseases and Division of Laboratory Medicine, University Hospitals of Geneva & Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Mary-Anne Hartley
- Centre for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
- Intelligent Global Health, Machine Learning and Optimization Laboratory, EPFL, Lausanne, Switzerland
| | - Thomas Junier
- Global Health Institute, School of Life Sciences, EPFL, Lausanne, Switzerland
- SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Kristina Keitel
- Swiss Tropical and Public Health Institute, University of Basel, Basel, Switzerland
- Department of Paediatric Emergency Medicine, Department of Pediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Mylène Docquier
- iGE3 Genomics Platform, University of Geneva, Geneva, Switzerland
- Department of Genetics and Evolution, University of Geneva, Geneva, Switzerland
| | - Nicolas Guex
- Bioinformatics Competence Center, University of Lausanne and EPFL, Lausanne, Switzerland
| | - Christian Iseli
- Bioinformatics Competence Center, University of Lausanne and EPFL, Lausanne, Switzerland
| | - Gael Vieille
- Division of Infectious Diseases, Geneva University Hospitals, Geneva, Switzerland
- Laboratory of Virology, Division of Infectious Diseases and Division of Laboratory Medicine, University Hospitals of Geneva & Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | | | - Anne Gleizes
- SwissProt group, SIB Swiss Institute of Bioinformatics, Geneva, Switzerland
| | | | | | - Frank Kagoro
- Ifakara Health Institute, Dar es Salaam, Tanzania
| | - John Masimba
- Ifakara Health Institute, Dar es Salaam, Tanzania
| | - Zamzam Said
- Ifakara Health Institute, Dar es Salaam, Tanzania
| | | | - Gasser H. Elbanna
- Intelligent Global Health, Machine Learning and Optimization Laboratory, EPFL, Lausanne, Switzerland
| | - Caroline Tapparel
- Department of Microbiology and Molecular Medicine, University of Geneva Medical School, Geneva, Switzerland
| | - Marie-Celine Zanella
- Division of Infectious Diseases, Geneva University Hospitals, Geneva, Switzerland
- Laboratory of Virology, Division of Infectious Diseases and Division of Laboratory Medicine, University Hospitals of Geneva & Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Ioannis Xenarios
- Health2030 Genome Center, Geneva, Switzerland
- Agora Center, University of Lausanne, Lausanne, Switzerland
| | - Jacques Fellay
- Global Health Institute, School of Life Sciences, EPFL, Lausanne, Switzerland
- SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland
- Precision Medicine Unit, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Valérie D’Acremont
- Centre for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
- Swiss Tropical and Public Health Institute, University of Basel, Basel, Switzerland
| | - Laurent Kaiser
- Division of Infectious Diseases, Geneva University Hospitals, Geneva, Switzerland
- Laboratory of Virology, Division of Infectious Diseases and Division of Laboratory Medicine, University Hospitals of Geneva & Faculty of Medicine, University of Geneva, Geneva, Switzerland
- Geneva Centre for Emerging Viral Diseases, Geneva University Hospitals, Geneva, Switzerland
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40
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Tsitsiklis A, Zha BS, Byrne A, DeVoe C, Rackaityte E, Levan S, Sunshine S, Mick E, Ghale R, Love C, Tarashansky AJ, Pisco A, Albright J, Jauregui A, Sarma A, Neff N, Serpa PH, Deiss TJ, Kistler A, Carrillo S, Ansel KM, Leligdowicz A, Christenson S, Detweiler A, Jones NG, Wu B, Darmanis S, Lynch SV, DeRisi JL, Matthay MA, Hendrickson CM, Kangelaris KN, Krummel MF, Woodruff PG, Erle DJ, Rosenberg O, Calfee CS, Langelier CR. Impaired immune signaling and changes in the lung microbiome precede secondary bacterial pneumonia in COVID-19. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2021:2021.03.23.21253487. [PMID: 33791731 PMCID: PMC8010763 DOI: 10.1101/2021.03.23.21253487] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Secondary bacterial infections, including ventilator-associated pneumonia (VAP), lead to worse clinical outcomes and increased mortality following viral respiratory infections including in patients with coronavirus disease 2019 (COVID-19). Using a combination of tracheal aspirate bulk and single-cell RNA sequencing we assessed lower respiratory tract immune responses and microbiome dynamics in 23 COVID-19 patients, 10 of whom developed VAP, and eight critically ill uninfected controls. At a median of three days (range: 2-4 days) before VAP onset we observed a transcriptional signature of bacterial infection. At a median of 15 days prior to VAP onset (range: 8-38 days), we observed a striking impairment in immune signaling in COVID-19 patients who developed VAP. Longitudinal metatranscriptomic analysis revealed disruption of lung microbiome community composition in patients with VAP, providing a connection between dysregulated immune signaling and outgrowth of opportunistic pathogens. These findings suggest that COVID-19 patients who develop VAP have impaired antibacterial immune defense detectable weeks before secondary infection onset.
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Mayanja MN, Mwiine FN, Lutwama JJ, Ssekagiri A, Egesa M, Thomson EC, Kohl A. Mosquito-borne arboviruses in Uganda: history, transmission and burden. J Gen Virol 2021; 102. [PMID: 34609940 DOI: 10.1099/jgv.0.001680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Mosquito-transmitted arboviruses constitute a large proportion of emerging infectious diseases that are both a public health problem and a threat to animal populations. Many such viruses were identified in East Africa, a region where they remain important and from where new arboviruses may emerge. We set out to describe and review the relevant mosquito-borne viruses that have been identified specifically in Uganda. We focused on the discovery, burden, mode of transmission, animal hosts and clinical manifestation of those previously involved in disease outbreaks. A search for mosquito-borne arboviruses detected in Uganda was conducted using search terms 'Arboviruses in Uganda' and 'Mosquitoes and Viruses in Uganda' in PubMed and Google Scholar in 2020. Twenty-four mosquito-borne viruses from different animal hosts, humans and mosquitoes were documented. The majority of these were from family Peribunyaviridae, followed by Flaviviridae, Togaviridae, Phenuiviridae and only one each from family Rhabdoviridae and Reoviridae. Sixteen (66.7%) of the viruses were associated with febrile illnesses. Ten (41.7%) of them were first described locally in Uganda. Six of these are a public threat as they have been previously associated with disease outbreaks either within or outside Uganda. Historically, there is a high burden and endemicity of arboviruses in Uganda. Given the many diverse mosquito species known in the country, there is also a likelihood of many undescribed mosquito-borne viruses. Next generation diagnostic platforms have great potential to identify new viruses. Indeed, four novel viruses, two of which were from humans (Ntwetwe and Nyangole viruses) and two from mosquitoes (Kibale and Mburo viruses) were identified in the last decade using next generation sequencing. Given the unbiased approach of detection of viruses by this technology, its use will undoubtedly be critically important in the characterization of mosquito viromes which in turn will inform other diagnostic efforts.
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Affiliation(s)
- Martin N Mayanja
- School of Biosecurity, Biotechnical and Laboratory Sciences, College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda.,Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda.,MRC-University of Glasgow Centre for Virus Research, Glasgow G61 1QH, UK
| | - Frank N Mwiine
- School of Biosecurity, Biotechnical and Laboratory Sciences, College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | - Julius J Lutwama
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - Alfred Ssekagiri
- Department of Immunology and Molecular Biology, School of Biomedical Sciences, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Moses Egesa
- MRC/UVRI and LSHTM Uganda Research Unit, Entebbe, Uganda.,Department of Infection Biology, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
| | - Emma C Thomson
- MRC-University of Glasgow Centre for Virus Research, Glasgow G61 1QH, UK
| | - Alain Kohl
- MRC-University of Glasgow Centre for Virus Research, Glasgow G61 1QH, UK
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42
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Yan G, Liu J, Chen W, Chen Y, Cheng Y, Tao J, Cai X, Zhou Y, Wang Y, Wang M, Lu G. Metagenomic Next-Generation Sequencing of Bloodstream Microbial Cell-Free Nucleic Acid in Children With Suspected Sepsis in Pediatric Intensive Care Unit. Front Cell Infect Microbiol 2021; 11:665226. [PMID: 34504805 PMCID: PMC8421769 DOI: 10.3389/fcimb.2021.665226] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Accepted: 08/05/2021] [Indexed: 11/21/2022] Open
Abstract
Bloodstream infection is a life-threatening complication in critically ill patients. Multi-drug resistant bacteria or fungi may increase the risk of invasive infections in hospitalized children and are difficult to treat in intensive care units. The purpose of this study was to use metagenomic next-generation sequencing (mNGS) to understand the bloodstream microbiomes of children with suspected sepsis in a pediatric intensive care unit (PICU). mNGS were performed on microbial cell-free nucleic acid from 34 children admitted to PICU, and potentially pathogenic microbes were identified. The associations of serological inflammation indicators, lymphocyte subpopulations, and other clinical phenotypes were also examined. mNGS of blood samples from children in PICU revealed potential eukaryotic microbial pathogens. The abundance of Pneumocystis jirovecii was positively correlated with a decrease in total white blood cell count and immunodeficiency. Hospital-acquired pneumonia patients showed a significant increase in blood bacterial species richness compared with community-acquired pneumonia children. The abundance of bloodstream bacteria was positively correlated with serum procalcitonin level. Microbial genome sequences from potential pathogens were detected in the bloodstream of children with suspected sepsis in PICU, suggesting the presence of bloodstream infections in these children.
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Affiliation(s)
- Gangfeng Yan
- Paediatric Intensive Care Unit, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Jing Liu
- Paediatric Intensive Care Unit, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Weiming Chen
- Paediatric Intensive Care Unit, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Yang Chen
- Paediatric Intensive Care Unit, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Ye Cheng
- Paediatric Intensive Care Unit, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Jinhao Tao
- Paediatric Intensive Care Unit, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Xiaodi Cai
- Paediatric Intensive Care Unit, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Yang Zhou
- BGI PathoGenesis Pharmaceutical Technology Co., Ltd, BGI-Shenzhen, Shenzhen, China
| | - Yixue Wang
- Paediatric Intensive Care Unit, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Mingbang Wang
- Shanghai Key Laboratory of Birth Defects, National Health Commission (NHC) Key Laboratory of Neonatal Diseases, Division of Neonatology, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
| | - Guoping Lu
- Paediatric Intensive Care Unit, Children's Hospital of Fudan University, National Children's Medical Center, Shanghai, China
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43
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Mick E, Tsitsiklis A, Spottiswoode N, Caldera S, Serpa PH, Detweiler AM, Neff N, Pisco AO, Li LM, Retallack H, Ratnasiri K, Williamson KM, Soesanto V, Simões EAF, Kistler A, Wagner BD, DeRisi JL, Ambroggio L, Mourani PM, Langelier CR. Upper airway gene expression reveals a more robust innate and adaptive immune response to SARS-CoV-2 in children compared with older adults. RESEARCH SQUARE 2021:rs.3.rs-784784. [PMID: 34462739 PMCID: PMC8404906 DOI: 10.21203/rs.3.rs-784784/v1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/23/2023]
Abstract
Unlike other respiratory viruses, SARS-CoV-2 disproportionately causes severe disease in older adults and only rarely in children. To investigate whether differences in the upper airway immune response could contribute to this disparity, we compared nasopharyngeal gene expression in 83 children (<19-years-old; 38 with SARS-CoV-2, 11 with other respiratory viruses, 34 with no virus) and 154 adults (>40-years-old; 45 with SARS-CoV-2, 28 with other respiratory viruses, 81 with no virus). Expression of interferon-stimulated genes (ISGs) was robustly activated in both children and adults with SARS-CoV-2 compared to the respective non-viral groups, with only relatively subtle distinctions. Children, however, demonstrated markedly greater upregulation of pathways related to B cell and T cell activation and proinflammatory cytokine signaling, including TNF, IFNγ, IL-2 and IL-4 production. Cell type deconvolution confirmed greater recruitment of B cells, and to a lesser degree macrophages, to the upper airway of children. Only children exhibited a decrease in proportions of ciliated cells, the primary target of SARS-CoV-2, upon infection with the virus. These findings demonstrate that children elicit a more robust innate and adaptive immune response to SARS-CoV-2 infection in the upper airway that likely contributes to their protection from severe disease in the lower airway.
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Affiliation(s)
- Eran Mick
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
- Division of Pulmonary and Critical Care Medicine, University of California, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Alexandra Tsitsiklis
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
| | - Natasha Spottiswoode
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
| | - Saharai Caldera
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Paula Hayakawa Serpa
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | | | - Norma Neff
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | | | - Lucy M. Li
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Hanna Retallack
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA, USA
| | | | - Kayla M. Williamson
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO, USA
| | - Victoria Soesanto
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO, USA
| | - Eric A. F. Simões
- Department of Pediatrics, Children’s Hospital Colorado and University of Colorado, Aurora, CO, USA
| | - Amy Kistler
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Brandie D. Wagner
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO, USA
- Department of Pediatrics, Children’s Hospital Colorado and University of Colorado, Aurora, CO, USA
| | - Joseph L. DeRisi
- Chan Zuckerberg Biohub, San Francisco, CA, USA
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA, USA
| | - Lilliam Ambroggio
- Department of Pediatrics, Children’s Hospital Colorado and University of Colorado, Aurora, CO, USA
| | - Peter M. Mourani
- Department of Pediatrics, Children’s Hospital Colorado and University of Colorado, Aurora, CO, USA
| | - Charles R. Langelier
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
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44
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Ramesh A, Bailey ES, Ahyong V, Langelier C, Phelps M, Neff N, Sit R, Tato C, DeRisi JL, Greer AG, Gray GC. Metagenomic characterization of swine slurry in a North American swine farm operation. Sci Rep 2021; 11:16994. [PMID: 34417469 PMCID: PMC8379149 DOI: 10.1038/s41598-021-95804-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Accepted: 07/30/2021] [Indexed: 12/21/2022] Open
Abstract
Modern day large-scale, high-density farming environments are inherently susceptible to viral outbreaks, inadvertently creating conditions that favor increased pathogen transmission and potential zoonotic spread. Metagenomic sequencing has proven to be a useful tool for characterizing the microbial burden in both people, livestock, and environmental samples. International efforts have been successful at characterizing pathogens in commercial farming environments, especially swine farms, however it is unclear whether the full extent of microbial agents have been adequately captured or is representative of farms elsewhere. To augment international efforts we performed metagenomic next-generation sequencing on nine swine slurry and three environmental samples from a United States of America (U.S.A.) farm operation, characterized the microbial composition of slurry, and identified novel viruses. We assembled a remarkable total of 1792 viral genomes, of which 554 were novel/divergent. We assembled 1637 Picobirnavirus genome segments, of which 538 are novel. In addition, we discovered 10 new viruses belonging to a novel taxon: porcine Statoviruses; which have only been previously reported in human, macaques, mouse, and cows. We assembled 3 divergent Posaviruses and 3 swine Picornaviruses. In addition to viruses described, we found other eukaryotic genera such as Entamoeba and Blastocystis, and bacterial genera such as Listeria, Treponema, Peptoclostridium and Bordetella in the slurry. Of these, two species Entamoeba histolytica and Listeria monocytogenes known to cause human disease were detected. Further, antimicrobial resistance genes such as tetracycline and MLS (macrolide, lincosamide, streptogramin) were also identified. Metagenomic surveillance in swine fecal slurry has great potential for novel and antimicrobial resistant pathogen detection.
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Affiliation(s)
- Akshaya Ramesh
- Weill Institute for Neurosciences, University of California, San Francisco, CA, 94158, USA.,Department of Neurology, University of California, San Francisco, CA, 94158, USA.,Julia Jones Matthews Department of Public Health, Texas Tech University Health Sciences Center, Abilene, TX, USA
| | - Emily S Bailey
- Division of Infectious Diseases, Duke University School of Medicine, Durham, NC, USA. .,Julia Jones Matthews Department of Public Health, Texas Tech University Health Sciences Center, Abilene, TX, USA.
| | - Vida Ahyong
- Chan Zuckerberg Biohub, San Francisco, CA, 94158, USA
| | - Charles Langelier
- Chan Zuckerberg Biohub, San Francisco, CA, 94158, USA.,Division of Infectious Diseases, University of California San Francisco, San Francisco, CA, 94158, USA
| | - Maira Phelps
- Chan Zuckerberg Biohub, San Francisco, CA, 94158, USA
| | - Norma Neff
- Chan Zuckerberg Biohub, San Francisco, CA, 94158, USA
| | - Rene Sit
- Chan Zuckerberg Biohub, San Francisco, CA, 94158, USA
| | - Cristina Tato
- Chan Zuckerberg Biohub, San Francisco, CA, 94158, USA
| | - Joseph L DeRisi
- Chan Zuckerberg Biohub, San Francisco, CA, 94158, USA.,Department of Biochemistry and Biophysics, University of California, San Francisco, CA, 94158, USA
| | - Annette G Greer
- Department of Bioethics and Interdisciplinary Studies, Brody School of Medicine, North Carolina Agromedicine Institute, East Carolina University, Greenville, NC, USA
| | - Gregory C Gray
- Division of Infectious Diseases, Duke University School of Medicine, Durham, NC, USA.,Duke Global Health Institute, Duke University, Durham, NC, USA.,Emerging Infectious Disease Program, Duke-NUS Medical School, Singapore, Singapore.,Global Health Center, Duke Kunshan University, Kunshan, China
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45
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Mayanja MN, Mwiine FN, Lutwama JJ, Ssekagiri A, Egesa M, Thomson EC, Kohl A. Mosquito-borne arboviruses in Uganda: history, transmission and burden. J Gen Virol 2021; 102. [PMID: 34166178 DOI: 10.1099/jgv.0.001615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Mosquito-transmitted arboviruses constitute a large proportion of emerging infectious diseases that are both a public health problem and a threat to animal populations. Many such viruses were identified in East Africa, a region where they remain important and from where new arboviruses may emerge. We set out to describe and review the relevant mosquito-borne viruses that have been identified specifically in Uganda. We focused on the discovery, burden, mode of transmission, animal hosts and clinical manifestation of those previously involved in disease outbreaks. A search for mosquito-borne arboviruses detected in Uganda was conducted using search terms 'Arboviruses in Uganda' and 'Mosquitoes and Viruses in Uganda' in PubMed and Google Scholar in 2020. Twenty-four mosquito-borne viruses from different animal hosts, humans and mosquitoes were documented. The majority of these were from family Peribunyaviridae, followed by Flaviviridae, Togaviridae, Phenuiviridae and only one each from family Rhabdoviridae and Reoviridae. Sixteen (66.7 %) of the viruses were associated with febrile illnesses. Ten (41.7 %) of them were first described locally in Uganda. Six of these are a public threat as they have been previously associated with disease outbreaks either within or outside Uganda. Historically, there is a high burden and endemicity of arboviruses in Uganda. Given the many diverse mosquito species known in the country, there is also a likelihood of many undescribed mosquito-borne viruses. New generation diagnostic platforms have great potential to identify new viruses. Indeed, four novel viruses, two of which were from humans (Ntwetwe and Nyangole viruses) and two from mosquitoes (Kibale and Mburo viruses) including the 2010 yellow fever virus (YFV) outbreak were identified in the last decade using next generation sequencing. Given the unbiased approach of detection of viruses by this technology, its use will undoubtedly be critically important in the characterization of mosquito viromes which in turn will inform other diagnostic efforts.
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Affiliation(s)
- Martin N Mayanja
- School of Biosecurity, Biotechnical and Laboratory Sciences, College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda.,Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda.,MRC-University of Glasgow Centre for Virus Research, Glasgow G61 1QH, UK
| | - Frank N Mwiine
- School of Biosecurity, Biotechnical and Laboratory Sciences, College of Veterinary Medicine, Animal Resources and Biosecurity, Makerere University, Kampala, Uganda
| | - Julius J Lutwama
- Department of Arbovirology, Emerging and Re-emerging Infectious Diseases, Uganda Virus Research Institute, Entebbe, Uganda
| | - Alfred Ssekagiri
- Department of Immunology and Molecular Biology, School of Biomedical Sciences, College of Health Sciences, Makerere University, Kampala, Uganda
| | - Moses Egesa
- MRC/UVRI and LSHTM Uganda Research Unit, Entebbe, Uganda.,Department of Infection Biology, London School of Hygiene and Tropical Medicine, London, WC1E 7HT, UK
| | - Emma C Thomson
- MRC-University of Glasgow Centre for Virus Research, Glasgow G61 1QH, UK
| | - Alain Kohl
- MRC-University of Glasgow Centre for Virus Research, Glasgow G61 1QH, UK
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46
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Tsitsiklis A, Zha BS, Byrne A, Devoe C, Levan S, Rackaityte E, Sunshine S, Mick E, Ghale R, Jauregui A, Sarma A, Neff N, Serpa PH, Deiss TJ, Kistler A, Carrillo S, Ansel KM, Leligdowicz A, Christenson S, Jones N, Wu B, Darmanis S, Matthay MA, Lynch SV, DeRisi JL, Hendrickson CM, Kangelaris KN, Krummel MF, Woodruff PG, Erle DJ, Rosenberg O, Calfee CS, Langelier CR. Impaired immune signaling and changes in the lung microbiome precede secondary bacterial pneumonia in COVID-19. RESEARCH SQUARE 2021:rs.3.rs-380803. [PMID: 34013247 PMCID: PMC8132240 DOI: 10.21203/rs.3.rs-380803/v1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Secondary bacterial infections, including ventilator-associated pneumonia (VAP), lead to worse clinical outcomes and increased mortality following viral respiratory infections including in patients with coronavirus disease 2019 (COVID-19). Using a combination of tracheal aspirate bulk and single-cell RNA sequencing (scRNA-seq) we assessed lower respiratory tract immune responses and microbiome dynamics in 28 COVID-19 patients, 15 of whom developed VAP, and eight critically ill uninfected controls. Two days before VAP onset we observed a transcriptional signature of bacterial infection. Two weeks prior to VAP onset, following intubation, we observed a striking impairment in immune signaling in COVID-19 patients who developed VAP. Longitudinal metatranscriptomic analysis revealed disruption of lung microbiome community composition in patients with VAP, providing a connection between dysregulated immune signaling and outgrowth of opportunistic pathogens. These findings suggest that COVID-19 patients who develop VAP have impaired antibacterial immune defense detectable weeks before secondary infection onset.
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Affiliation(s)
- Alexandra Tsitsiklis
- Department of Medicine, Division of Infectious Diseases, University of California San Francisco, San Francisco, CA, USA
| | - Beth Shoshana Zha
- Department of Medicine, Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, CA, USA
| | | | - Catherine Devoe
- Department of Medicine, Division of Infectious Diseases, University of California San Francisco, San Francisco, CA, USA
| | - Sophia Levan
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Elze Rackaityte
- Department of Biochemistry and Biophysics, University of California San Francisco, San Francisco, CA, USA
| | - Sara Sunshine
- Department of Biochemistry and Biophysics, University of California San Francisco, San Francisco, CA, USA
| | - Eran Mick
- Department of Medicine, Division of Infectious Diseases, University of California San Francisco, San Francisco, CA, USA
- Department of Medicine, Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Rajani Ghale
- Department of Medicine, Division of Infectious Diseases, University of California San Francisco, San Francisco, CA, USA
- Department of Medicine, Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Alejandra Jauregui
- Department of Medicine, Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Aartik Sarma
- Department of Medicine, Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Norma Neff
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Paula Hayakawa Serpa
- Department of Medicine, Division of Infectious Diseases, University of California San Francisco, San Francisco, CA, USA
| | - Thomas J. Deiss
- Department of Medicine, Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Amy Kistler
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Sidney Carrillo
- Department of Medicine, Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, CA, USA
| | - K. Mark Ansel
- Department of Microbiology and Immunology, University of California, San Francisco, CA, USA
- Sandler Asthma Basic Research Center, University of California, San Francisco, CA, USA
| | - Aleksandra Leligdowicz
- Department of Medicine, Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Stephanie Christenson
- Department of Medicine, Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Norman Jones
- Department of Experimental Medicine, University of California, San Francisco, CA, USA
| | - Bing Wu
- Genentech, Inc. San Francisco, CA, USA
| | | | - Michael A. Matthay
- Department of Medicine, Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Susan V. Lynch
- Department of Gastroenterology, University of California, San Francisco, CA, USA
- Benioff Center for Microbiome Medicine, University of California, San Francisco, CA, USA
| | - Joseph L. DeRisi
- Chan Zuckerberg Biohub, San Francisco, CA, USA
- Department of Biochemistry and Biophysics, University of California San Francisco, San Francisco, CA, USA
| | | | - Carolyn M. Hendrickson
- Department of Medicine, Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Kirsten N. Kangelaris
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Matthew F. Krummel
- Department of Pathology, University of California, San Francisco, CA, USA
| | - Prescott G. Woodruff
- Department of Medicine, Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, CA, USA
- Sandler Asthma Basic Research Center, University of California, San Francisco, CA, USA
| | - David J. Erle
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
- Lung Biology Center, University of California, San Francisco, CA, USA
- UCSF CoLabs, University of California, San Francisco, CA, USA
| | - Oren Rosenberg
- Department of Medicine, Division of Infectious Diseases, University of California San Francisco, San Francisco, CA, USA
| | - Carolyn S. Calfee
- Department of Medicine, Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Charles R. Langelier
- Department of Medicine, Division of Infectious Diseases, University of California San Francisco, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
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47
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Sam SS, Rogers R, Gillani FS, Tsongalis GJ, Kraft CS, Caliendo AM. Evaluation of a Next-Generation Sequencing Metagenomics Assay to Detect and Quantify DNA Viruses in Plasma from Transplant Recipients. J Mol Diagn 2021; 23:719-731. [PMID: 33706010 PMCID: PMC8279015 DOI: 10.1016/j.jmoldx.2021.02.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 01/08/2021] [Accepted: 02/25/2021] [Indexed: 11/24/2022] Open
Abstract
Viral infections are major causes of morbidity and mortality in solid-organ and hematopoietic stem cell transplant recipients. This study evaluated the performance of the Galileo Pathogen Solution metagenomics Next-Generation sequencing assay to detect and quantify 11 DNA viruses (cytomegalovirus, Epstein-Barr virus, BK virus, human adenovirus, JC virus, herpes simplex virus 1 and 2, varicella zoster virus, human herpesvirus 6A and 6B, and parvovirus B19) and to qualitatively detect torque teno virus. DNA extracted from 47 plasma samples of viremic transplant recipients were subjected to DNA library preparation with pathogen enrichment/human background depletion, sequencing, and automated data analysis. The viral loads were determined with the Galileo assay using a standard curve generated from a calibration panel. All of the samples tested had a 100% agreement with the real-time quantitative PCR (qPCR) assays in detecting the primary virus targets and the majority of the quantified samples had a viral load difference within 0.46 log10 IU/mL or copies/mL. The mean difference for cytomegalovirus between the Galileo and qPCR assays was 0.21 log10 IU/mL (SD, ±0.43 log10 IU/mL). The mean difference for BK virus between the Galileo and qPCR assays was 0.17 log10 cp/mL (SD, ±0.67 log10 cp/mL). Additionally, 75 co-infections were detected in 31 samples by the Galileo assay. The study findings show that the Galileo assay can simultaneously detect and quantify multiple viruses in transplant recipients with results that are comparable with standard-of-care qPCR assays.
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Affiliation(s)
- Soya S Sam
- Division of Infectious Diseases, The Miriam Hospital, Providence, Rhode Island; Division of Infectious Diseases, Warren Alpert School of Medicine, Brown University, Providence, Rhode Island.
| | - Ralph Rogers
- Division of Infectious Diseases, Warren Alpert School of Medicine, Brown University, Providence, Rhode Island
| | - Fizza S Gillani
- Division of Infectious Diseases, The Miriam Hospital, Providence, Rhode Island; Division of Infectious Diseases, Warren Alpert School of Medicine, Brown University, Providence, Rhode Island
| | - Gregory J Tsongalis
- Department of Pathology, Dartmouth-Hitchcock Medical Center, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire
| | - Colleen S Kraft
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia
| | - Angela M Caliendo
- Division of Infectious Diseases, Warren Alpert School of Medicine, Brown University, Providence, Rhode Island
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48
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Respiratory viral co-infections among SARS-CoV-2 cases confirmed by virome capture sequencing. Sci Rep 2021; 11:3934. [PMID: 33594223 PMCID: PMC7887263 DOI: 10.1038/s41598-021-83642-x] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Accepted: 02/03/2021] [Indexed: 02/07/2023] Open
Abstract
Accumulating evidence supports the high prevalence of co-infections among Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) patients, and their potential to worsen the clinical outcome of COVID-19. However, there are few data on Southern Hemisphere populations, and most studies to date have investigated a narrow spectrum of viruses using targeted qRT-PCR. Here we assessed respiratory viral co-infections among SARS-CoV-2 patients in Australia, through respiratory virome characterization. Nasopharyngeal swabs of 92 SARS-CoV-2-positive cases were sequenced using pan-viral hybrid-capture and the Twist Respiratory Virus Panel. In total, 8% of cases were co-infected, with rhinovirus (6%) or influenzavirus (2%). Twist capture also achieved near-complete sequencing (> 90% coverage, > tenfold depth) of the SARS-CoV-2 genome in 95% of specimens with Ct < 30. Our results highlight the importance of assessing all pathogens in symptomatic patients, and the dual-functionality of Twist hybrid-capture, for SARS-CoV-2 whole-genome sequencing without amplicon generation and the simultaneous identification of viral co-infections with ease.
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49
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Li N, Cai Q, Miao Q, Song Z, Fang Y, Hu B. High-Throughput Metagenomics for Identification of Pathogens in the Clinical Settings. SMALL METHODS 2021; 5:2000792. [PMID: 33614906 PMCID: PMC7883231 DOI: 10.1002/smtd.202000792] [Citation(s) in RCA: 120] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Revised: 10/24/2020] [Indexed: 05/25/2023]
Abstract
The application of sequencing technology is shifting from research to clinical laboratories owing to rapid technological developments and substantially reduced costs. However, although thousands of microorganisms are known to infect humans, identification of the etiological agents for many diseases remains challenging as only a small proportion of pathogens are identifiable by the current diagnostic methods. These challenges are compounded by the emergence of new pathogens. Hence, metagenomic next-generation sequencing (mNGS), an agnostic, unbiased, and comprehensive method for detection, and taxonomic characterization of microorganisms, has become an attractive strategy. Although many studies, and cases reports, have confirmed the success of mNGS in improving the diagnosis, treatment, and tracking of infectious diseases, several hurdles must still be overcome. It is, therefore, imperative that practitioners and clinicians understand both the benefits and limitations of mNGS when applying it to clinical practice. Interestingly, the emerging third-generation sequencing technologies may partially offset the disadvantages of mNGS. In this review, mainly: a) the history of sequencing technology; b) various NGS technologies, common platforms, and workflows for clinical applications; c) the application of NGS in pathogen identification; d) the global expert consensus on NGS-related methods in clinical applications; and e) challenges associated with diagnostic metagenomics are described.
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Affiliation(s)
- Na Li
- Department of Infectious DiseasesZhongshan HospitalFudan UniversityShanghai200032China
| | - Qingqing Cai
- Genoxor Medical Science and Technology Inc.Zhejiang317317China
| | - Qing Miao
- Department of Infectious DiseasesZhongshan HospitalFudan UniversityShanghai200032China
| | - Zeshi Song
- Genoxor Medical Science and Technology Inc.Zhejiang317317China
| | - Yuan Fang
- Genoxor Medical Science and Technology Inc.Zhejiang317317China
| | - Bijie Hu
- Department of Infectious DiseasesZhongshan HospitalFudan UniversityShanghai200032China
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50
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Flaherty BR, Barratt J, Lane M, Talundzic E, Bradbury RS. Sensitive universal detection of blood parasites by selective pathogen-DNA enrichment and deep amplicon sequencing. MICROBIOME 2021; 9:1. [PMID: 33388088 PMCID: PMC7778815 DOI: 10.1186/s40168-020-00939-1] [Citation(s) in RCA: 94] [Impact Index Per Article: 23.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 10/14/2020] [Indexed: 05/03/2023]
Abstract
BACKGROUND Targeted amplicon deep sequencing (TADS) has enabled characterization of diverse bacterial communities, yet the application of TADS to communities of parasites has been relatively slow to advance. The greatest obstacle to this has been the genetic diversity of parasitic agents, which include helminths, protozoa, arthropods, and some acanthocephalans. Meanwhile, universal amplification of conserved loci from all parasites without amplifying host DNA has proven challenging. Pan-eukaryotic PCRs preferentially amplify the more abundant host DNA, obscuring parasite-derived reads following TADS. Flaherty et al. (2018) described a pan-parasitic TADS method involving amplification of eukaryotic 18S rDNA regions possessing restriction sites only in vertebrates. Using this method, host DNA in total DNA extracts could be selectively digested prior to PCR using restriction enzymes, thereby increasing the number of parasite-derived reads obtained following NGS. This approach showed promise though was only as sensitive as conventional PCR. RESULTS Here, we expand on this work by designing a second set of pan-eukaryotic primers flanking the priming sites already described, enabling nested PCR amplification of the established 18S rDNA target. This nested approach facilitated introduction of a second restriction digestion between the first and second PCR, reducing the proportional mass of amplifiable host-derived DNA while increasing the number of PCR amplification cycles. We applied this method to blood specimens containing Babesia, Plasmodium, various kinetoplastids, and filarial nematodes and confirmed its limit of detection (LOD) to be approximately 10-fold lower than previously described, falling within the range of most qPCR methods. CONCLUSIONS The assay detects and differentiates the major malaria parasites of humans, along with several other clinically important blood parasites. This represents an important step towards a TADS-based universal parasite diagnostic (UPDx) test with a sufficient LOD for routine applications. Video Abstract.
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Affiliation(s)
- Briana R Flaherty
- Parasitic Diseases Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
- Oak Ridge Institute for Science and Education, Oak Ridge, TN, USA
| | - Joel Barratt
- Parasitic Diseases Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, Centers for Disease Control and Prevention, Atlanta, GA, USA.
- Oak Ridge Institute for Science and Education, Oak Ridge, TN, USA.
| | - Meredith Lane
- Parasitic Diseases Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
- Synergy America Inc., Duluth, GA, USA
| | - Eldin Talundzic
- Malaria Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Richard S Bradbury
- Parasitic Diseases Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, Centers for Disease Control and Prevention, Atlanta, GA, USA.
- School of Health and Life Sciences, Federation University, Ballarat, Australia.
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