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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: 3.0] [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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Leuzinger K, Roloff T, Gosert R, Sogaard K, Naegele K, Rentsch K, Bingisser R, Nickel CH, Pargger H, Bassetti S, Bielicki J, Khanna N, Tschudin Sutter S, Widmer A, Hinic V, Battegay M, Egli A, Hirsch HH. Epidemiology of Severe Acute Respiratory Syndrome Coronavirus 2 Emergence Amidst Community-Acquired Respiratory Viruses. J Infect Dis 2020; 222:1270-1279. [PMID: 32726441 PMCID: PMC7454752 DOI: 10.1093/infdis/jiaa464] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Accepted: 07/23/2020] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) emerged in China as the cause of coronavirus disease 2019 in December 2019 and reached Europe by late January 2020, when community-acquired respiratory viruses (CARVs) are at their annual peak. We validated the World Health Organization (WHO)-recommended SARS-CoV-2 assay and analyzed the epidemiology of SARS-CoV-2 and CARVs. METHODS Nasopharyngeal/oropharyngeal swabs (NOPS) from 7663 patients were prospectively tested by the Basel S-gene and WHO-based E-gene (Roche) assays in parallel using the Basel N-gene assay for confirmation. CARVs were prospectively tested in 2394 NOPS by multiplex nucleic acid testing, including 1816 (75%) simultaneously for SARS-CoV-2. RESULTS The Basel S-gene and Roche E-gene assays were concordant in 7475 cases (97.5%) including 825 (11%) SARS-CoV-2 positives. In 188 (2.5%) discordant cases, SARS-CoV-2 loads were significantly lower than in concordant positive ones and confirmed in 105 (1.4%). Adults were more frequently SARS-CoV-2 positive, whereas children tested more frequently CARV positive. CARV coinfections with SARS-CoV-2 occurred in 1.8%. SARS-CoV-2 replaced CARVs within 3 weeks, reaching 48% of all detected respiratory viruses followed by rhinovirus/enterovirus (13%), influenza virus (12%), coronavirus (9%), respiratory syncytial virus (6%), and metapneumovirus (6%). CONCLUSIONS Winter CARVs were dominant during the early SARS-CoV-2 pandemic, impacting infection control and treatment decisions, but were rapidly replaced, suggesting competitive infection. We hypothesize that preexisting immune memory and innate immune interference contribute to the different SARS-CoV-2 epidemiology among adults and children.
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Affiliation(s)
- Karoline Leuzinger
- Clinical Virology, Laboratory Medicine, University Hospital Basel, Basel, Switzerland
- Transplantation and Clinical Virology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Tim Roloff
- Applied Microbiology Research, Laboratory Medicine, Department of Biomedicine, University of Basel, Basel, Switzerland
- Clinical Bacteriology and Mycology, Laboratory Medicine, University Hospital Basel, Basel, Switzerland
| | - Rainer Gosert
- Clinical Virology, Laboratory Medicine, University Hospital Basel, Basel, Switzerland
| | - Kirstin Sogaard
- Applied Microbiology Research, Laboratory Medicine, Department of Biomedicine, University of Basel, Basel, Switzerland
- Clinical Bacteriology and Mycology, Laboratory Medicine, University Hospital Basel, Basel, Switzerland
| | - Klaudia Naegele
- Clinical Virology, Laboratory Medicine, University Hospital Basel, Basel, Switzerland
| | - Katharina Rentsch
- Clinical Chemistry, Laboratory Medicine, University Hospital Basel, Basel, Switzerland
| | - Roland Bingisser
- Emergency Medicine, University Hospital Basel, Basel, Switzerland
| | | | - Hans Pargger
- Intensive Care Unit, University Hospital Basel, Basel, Switzerland
| | - Stefano Bassetti
- Internal Medicine, University Hospital Basel, Basel, Switzerland
| | - Julia Bielicki
- Pediatric Infectious Diseases and Hospital Epidemiology, University Children’s Hospital Basel, Basel, Switzerland
| | - Nina Khanna
- Infectious Diseases and Hospital Epidemiology, University Hospital Basel, Basel, Switzerland
| | - Sarah Tschudin Sutter
- Infectious Diseases and Hospital Epidemiology, University Hospital Basel, Basel, Switzerland
| | - Andreas Widmer
- Infectious Diseases and Hospital Epidemiology, University Hospital Basel, Basel, Switzerland
| | - Vladimira Hinic
- Clinical Bacteriology and Mycology, Laboratory Medicine, University Hospital Basel, Basel, Switzerland
| | - Manuel Battegay
- Infectious Diseases and Hospital Epidemiology, University Hospital Basel, Basel, Switzerland
| | - Adrian Egli
- Applied Microbiology Research, Laboratory Medicine, Department of Biomedicine, University of Basel, Basel, Switzerland
- Clinical Bacteriology and Mycology, Laboratory Medicine, University Hospital Basel, Basel, Switzerland
| | - Hans H Hirsch
- Clinical Virology, Laboratory Medicine, University Hospital Basel, Basel, Switzerland
- Transplantation and Clinical Virology, Department of Biomedicine, University of Basel, Basel, Switzerland
- Infectious Diseases and Hospital Epidemiology, University Hospital Basel, Basel, Switzerland
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3
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Manzetti J, Weissbach FH, Graf FE, Unterstab G, Wernli M, Hopfer H, Drachenberg CB, Rinaldo CH, Hirsch HH. BK Polyomavirus Evades Innate Immune Sensing by Disrupting the Mitochondrial Network and Promotes Mitophagy. iScience 2020; 23:101257. [PMID: 32599557 PMCID: PMC7326741 DOI: 10.1016/j.isci.2020.101257] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Revised: 03/16/2020] [Accepted: 06/05/2020] [Indexed: 12/12/2022] Open
Abstract
Immune escape contributes to viral persistence, yet little is known about human polyomaviruses. BK-polyomavirus (BKPyV) asymptomatically infects 90% of humans but causes premature allograft failure in kidney transplant patients. Despite virus-specific T cells and neutralizing antibodies, BKPyV persists in kidneys and evades immune control as evidenced by urinary shedding in immunocompetent individuals. Here, we report that BKPyV disrupts the mitochondrial network and membrane potential when expressing the 66aa-long agnoprotein during late replication. Agnoprotein is necessary and sufficient, using its amino-terminal and central domain for mitochondrial targeting and network disruption, respectively. Agnoprotein impairs nuclear IRF3-translocation, interferon-beta expression, and promotes p62/SQSTM1-mitophagy. Agnoprotein-mutant viruses unable to disrupt mitochondria show reduced replication and increased interferon-beta expression but can be rescued by type-I interferon blockade, TBK1-inhibition, or CoCl2-treatment. Mitochondrial fragmentation and p62/SQSTM1-autophagy occur in allograft biopsies of kidney transplant patients with BKPyV nephropathy. JCPyV and SV40 infection similarly disrupt mitochondrial networks, indicating a conserved mechanism facilitating polyomavirus persistence and post-transplant disease. BK polyomavirus agnoprotein disrupts mitochondrial membrane potential and network Agnoprotein impairs nucleus IRF3 translocation and interferon-β expression Agnoprotein facilitates innate immune evasion during the late viral replication phase Damaged mitochondria are targeted for p62/SQSTM1 autophagy
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Affiliation(s)
- Julia Manzetti
- Transplantation & Clinical Virology, Department Biomedicine (Haus Petersplatz), University of Basel, Petersplatz 10, CH-4009 Basel, Switzerland
| | - Fabian H Weissbach
- Transplantation & Clinical Virology, Department Biomedicine (Haus Petersplatz), University of Basel, Petersplatz 10, CH-4009 Basel, Switzerland
| | - Fabrice E Graf
- Transplantation & Clinical Virology, Department Biomedicine (Haus Petersplatz), University of Basel, Petersplatz 10, CH-4009 Basel, Switzerland
| | - Gunhild Unterstab
- Transplantation & Clinical Virology, Department Biomedicine (Haus Petersplatz), University of Basel, Petersplatz 10, CH-4009 Basel, Switzerland
| | - Marion Wernli
- Transplantation & Clinical Virology, Department Biomedicine (Haus Petersplatz), University of Basel, Petersplatz 10, CH-4009 Basel, Switzerland
| | - Helmut Hopfer
- Institute for Pathology, University Hospital Basel, Basel, Switzerland
| | - Cinthia B Drachenberg
- Departments of Pathology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Christine Hanssen Rinaldo
- Department of Microbiology and Infection Control, University Hospital of North Norway, Tromsø, Norway; Metabolic and Renal Research Group, UiT The Arctic University of Norway, Tromsø, Norway
| | - Hans H Hirsch
- Transplantation & Clinical Virology, Department Biomedicine (Haus Petersplatz), University of Basel, Petersplatz 10, CH-4009 Basel, Switzerland; Clinical Virology, Laboratory Medicine, University Hospital Basel, Basel, Switzerland; Infectious Diseases & Hospital Epidemiology, University Hospital Basel, Basel, Switzerland.
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Ison MG, Hirsch HH. Community-Acquired Respiratory Viruses in Transplant Patients: Diversity, Impact, Unmet Clinical Needs. Clin Microbiol Rev 2019; 32:e00042-19. [PMID: 31511250 PMCID: PMC7399564 DOI: 10.1128/cmr.00042-19] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Patients undergoing solid-organ transplantation (SOT) or allogeneic hematopoietic cell transplantation (HCT) are at increased risk for infectious complications. Community-acquired respiratory viruses (CARVs) pose a particular challenge due to the frequent exposure pre-, peri-, and posttransplantation. Although influenza A and B viruses have a top priority regarding prevention and treatment, recent molecular diagnostic tests detecting an array of other CARVs in real time have dramatically expanded our knowledge about the epidemiology, diversity, and impact of CARV infections in the general population and in allogeneic HCT and SOT patients. These data have demonstrated that non-influenza CARVs independently contribute to morbidity and mortality of transplant patients. However, effective vaccination and antiviral treatment is only emerging for non-influenza CARVs, placing emphasis on infection control and supportive measures. Here, we review the current knowledge about CARVs in SOT and allogeneic HCT patients to better define the magnitude of this unmet clinical need and to discuss some of the lessons learned from human influenza virus, respiratory syncytial virus, parainfluenzavirus, rhinovirus, coronavirus, adenovirus, and bocavirus regarding diagnosis, prevention, and treatment.
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Affiliation(s)
- Michael G Ison
- Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Hans H Hirsch
- Transplantation & Clinical Virology, Department of Biomedicine, University of Basel, Basel, Switzerland
- Clinical Virology, Laboratory Medicine, University Hospital Basel, Basel, Switzerland
- Infectious Diseases & Hospital Epidemiology, University Hospital Basel, Basel, Switzerland
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Gosert R, Naegele K, Hirsch HH. Comparing the Cobas Liat Influenza A/B and respiratory syncytial virus assay with multiplex nucleic acid testing. J Med Virol 2018; 91:582-587. [PMID: 30345524 PMCID: PMC7166997 DOI: 10.1002/jmv.25344] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Accepted: 10/13/2018] [Indexed: 01/21/2023]
Abstract
Influenza virus and respiratory syncytial virus (RSV) detection with short turn‐around‐time (TAT) is pivotal for rapid decisions regarding treatment and infection control. However, negative rapid testing results may come from poor assay sensitivity or from influenza‐like illnesses caused by other community‐acquired respiratory viruses (CARVs). We prospectively compared the performance of Cobas Liat Influenza A/B and RSV assay (LIAT) with our routine multiplexNAT‐1 (xTAG Respiratory Pathogen Panel; Luminex) and multiplexNAT‐2 (ePlex‐RPP; GenMark Diagnostics) using 194 consecutive nasopharyngeal swabs from patients with influenza‐like illness during winter 2017/2018. Discordant results were reanalyzed by specific in‐house quantitative nucleic acid amplification testing (NAT). LIAT was positive for influenza virus‐A, ‐B, and RSV in 18 (9.3%), 13 (6.7%), and 55 (28.4%) samples, and negative in 108 samples. Other CARVs were detected by multiplexNAT in 66 (34.0%) samples. Concordant results for influenza and RSV were seen in 190 (97.9%), discordant results in 4 (2.1%), which showed low‐level RSV (<40 000 copies/mL). Sensitivity and specificity of LIAT for influenza‐A, ‐B, and RSV were 100%, 100% and 100%, and 100%, 99.5% and 100%, respectively. The average TAT of LIAT was 20 minutes compared to 6 hours and 2 hours for the multiplexNAT‐1 and ‐2, respectively. Thus, LIAT demonstrated excellent sensitivity and specificity for influenza and RSV, which together with the simple sample processing and short TAT renders this assay suitable for near‐patient testing. Cobas Liat is highly sensitive and specific for Influenza and RSV in 86/194 children Other CARVs were detected by multiplex NAT in 66/196 children Simple processing and TAT of 20 min suitable for near‐patient testing LIAT assay shows excellent sensitivity and specificity for influenza and RSV Simple sample processing and short turn‐around‐time of 20 min render the assay suitable for near‐patient testing Barcode reading and direct transfer of results into the laboratory information system
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Affiliation(s)
- Rainer Gosert
- Division of Infection Diagnostics, Department Biomedicine, Haus Petersplatz, University of Basel, Basel, Switzerland
| | - Klaudia Naegele
- Division of Infection Diagnostics, Department Biomedicine, Haus Petersplatz, University of Basel, Basel, Switzerland
| | - Hans H Hirsch
- Division of Infection Diagnostics, Department Biomedicine, Haus Petersplatz, University of Basel, Basel, Switzerland.,Transplantation and Clinical Virology, Department Biomedicine, Haus Petersplatz, University of Basel, Basel, Switzerland.,Infectious Diseases and Hospital Epidemiology, University Hospital Basel, Basel, Switzerland
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Abstract
Infectious diseases continue to pose a significant public health burden despite the great progress achieved in their prevention and control over the last few decades. Our ability to disentangle the factors and mechanisms driving their propagation in space and time has dramatically advanced in recent years. The current era is rich in mathematical and computational tools and detailed geospatial information, including sociodemographic, geographic, and environmental data, which are essential to elucidate key drivers of infectious disease transmission from epidemiological and genetic data. Indeed, this paradigm shift was driven by dramatic advances in complex systems approaches along with substantial improvements in data availability and computational power. The burgeoning output of infectious disease spatial modeling suggests that we are close to a fully integrated approach for early epidemic detection and intervention. This special collection in BMC Medicine aims to bring together a broad range of quantitative investigations that improve our understanding of the spatiotemporal transmission dynamics of infectious diseases in order to mitigate their impact on the human population.
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Affiliation(s)
- G Chowell
- Department of Population Health Sciences, School of Public Health, Georgia State University, Atlanta, GA, USA.
| | - R Rothenberg
- Department of Population Health Sciences, School of Public Health, Georgia State University, Atlanta, GA, USA
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