Metagenomic Detection of Divergent Insect- and Bat-Associated Viruses in Plasma from Two African Individuals Enrolled in Blood-Borne Surveillance

Metagenomic next-generation sequencing (mNGS) has enabled the high-throughput multiplexed identification of sequences from microbes of potential medical relevance. This approach has become indispensable for viral pathogen discovery and broad-based surveillance of emerging or re-emerging pathogens. From 2015 to 2019, plasma was collected from 9586 individuals in Cameroon and the Democratic Republic of the Congo enrolled in a combined hepatitis virus and retrovirus surveillance program. A subset (n = 726) of the patient specimens was analyzed by mNGS to identify viral co-infections. While co-infections from known blood-borne viruses were detected, divergent sequences from nine poorly characterized or previously uncharacterized viruses were also identified in two individuals. These were assigned to the following groups by genomic and phylogenetic analyses: densovirus, nodavirus, jingmenvirus, bastrovirus, dicistrovirus, picornavirus, and cyclovirus. Although of unclear pathogenicity, these viruses were found circulating at high enough concentrations in plasma for genomes to be assembled and were most closely related to those previously associated with bird or bat excrement. Phylogenetic analyses and in silico host predictions suggested that these are invertebrate viruses likely transmitted through feces containing consumed insects or through contaminated shellfish. This study highlights the power of metagenomics and in silico host prediction in characterizing novel viral infections in susceptible individuals, including those who are immunocompromised from hepatitis viruses and retroviruses, or potentially exposed to zoonotic viruses from animal reservoir species.

[1]  T. Goldberg,et al.  Freshwater Mussels Show Elevated Viral Richness and Intensity during a Mortality Event , 2022, Viruses.

[2]  Silvio C. E. Tosatto,et al.  InterPro in 2022 , 2022, Nucleic Acids Res..

[3]  Lalu Muhammad Irham,et al.  Global, regional, and national burden of hepatitis B, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019 , 2022, The lancet. Gastroenterology & hepatology.

[4]  K. Bányai,et al.  Diversity of CRESS DNA Viruses in Squamates Recapitulates Hosts Dietary and Environmental Sources of Exposure , 2022, Microbiology spectrum.

[5]  E. Holmes,et al.  Metatranscriptomic Comparison of Viromes in Endemic and Introduced Passerines in New Zealand , 2022, bioRxiv.

[6]  Xuemei Luo,et al.  RNA Virus Diversity in Birds and Small Mammals From Qinghai–Tibet Plateau of China , 2022, Frontiers in Microbiology.

[7]  P. Kaleebu,et al.  The Abbott Pandemic Defense Coalition: a unique multisector approach adds to global pandemic preparedness efforts , 2022, International Journal of Infectious Diseases.

[8]  Graham W. Taylor,et al.  SARS-CoV-2 evolution during treatment of chronic infection , 2021, Nature.

[9]  Robert C. Edgar,et al.  Petabase-scale sequence alignment catalyses viral discovery , 2020, Nature.

[10]  M. Desdouits,et al.  Human and Animal RNA Virus Diversity Detected by Metagenomics in Cameroonian Clams , 2021, Frontiers in Microbiology.

[11]  Y. Malik,et al.  Detection and Complete Genome Analysis of Circoviruses and Cycloviruses in the Small Indian Mongoose (Urva auropunctata): Identification of Novel Species , 2021, Viruses.

[12]  P. Bruggmann,et al.  Trends of the Global Hepatitis C Disease Burden: Strategies to Achieve Elimination , 2021, Journal of preventive medicine and public health = Yebang Uihakhoe chi.

[13]  J. Chies,et al.  Zoonotic spillover: Understanding basic aspects for better prevention , 2021, Genetics and molecular biology.

[14]  M. Stenglein,et al.  Genomic characterization of 99 viruses from the bunyavirus families Nairoviridae, Peribunyaviridae, and Phenuiviridae, including 35 previously unsequenced viruses , 2021, PLoS pathogens.

[15]  O. Laeyendecker,et al.  A high prevalence of potential HIV elite controllers identified over 30 years in Democratic Republic of Congo , 2021, EBioMedicine.

[16]  OUP accepted manuscript , 2021, Clinical Chemistry.

[17]  Kyle L. Johnson,et al.  Nodaviruses of Invertebrates and Fish (Nodaviridae) , 2021, Encyclopedia of Virology.

[18]  T. Mizutani,et al.  Metagenomic identification, sequencing, and genome analysis of porcine hepe-astroviruses (bastroviruses) in porcine feces inn Japan. , 2020, Infection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases.

[19]  C. McArthur,et al.  Increased HIV in Greater Kinshasa Urban Health Zones: Democratic Republic of Congo (2017–2018) , 2020, AIDS Research and Therapy.

[20]  S. Babayan,et al.  Identifying and prioritizing potential human-infecting viruses from their genome sequences , 2020, bioRxiv.

[21]  J. Epstein,et al.  Nipah virus dynamics in bats and implications for spillover to humans , 2020, Proceedings of the National Academy of Sciences.

[22]  E. Delwart,et al.  Virome of Bat Guano from Nine Northern California Roosts , 2020, Journal of Virology.

[23]  E. Delwart,et al.  The Virome of Acute Respiratory Diseases in Individuals at Risk of Zoonotic Infections , 2020, Viruses.

[24]  E. Koonin,et al.  Doubling of the known set of RNA viruses by metagenomic analysis of an aquatic virome , 2020, Nature Microbiology.

[25]  S. Kashima,et al.  METAGENOMIC IDENTIFICATION OF HUMAN GEMYKIBIVIRUS-2 (HuGkV-2) IN PARENTERALLY INFECTED BLOOD DONORS FROM THE BRAZILIAN AMAZON. , 2020, International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases.

[26]  Kai Zhao,et al.  A pneumonia outbreak associated with a new coronavirus of probable bat origin , 2020, Nature.

[27]  J. E. Muñoz-Medina,et al.  Metagenomic sequencing with spiked primer enrichment for viral diagnostics and genomic surveillance , 2020, Nature Microbiology.

[28]  A. Galvani,et al.  The global burden of HIV and prospects for control. , 2019, The lancet. HIV.

[29]  Olga Chernomor,et al.  IQ-TREE 2: New Models and Efficient Methods for Phylogenetic Inference in the Genomic Era , 2019, bioRxiv.

[30]  R. Irizarry ggplot2 , 2019, Introduction to Data Science.

[31]  M. Soares,et al.  Composite Analysis of the Virome and Bacteriome of HIV/HPV Co-Infected Women Reveals Proxies for Immunodeficiency , 2019, Viruses.

[32]  Jia-Fu Jiang,et al.  Emergence of human infection with Jingmen tick virus in China: A retrospective study , 2019, EBioMedicine.

[33]  C. Chiu,et al.  Clinical metagenomics , 2019, Nature Reviews Genetics.

[34]  M. Docquier,et al.  Detection of dicistroviruses RNA in blood of febrile Tanzanian children , 2019, Emerging microbes & infections.

[35]  Lele Zhao,et al.  Eukaryotic Circular Rep-Encoding Single-Stranded DNA (CRESS DNA) Viruses: Ubiquitous Viruses With Small Genomes and a Diverse Host Range. , 2019, Advances in virus research.

[36]  P. Lemey,et al.  Tracking virus outbreaks in the twenty-first century , 2018, Nature Microbiology.

[37]  Y. Avihingsanon,et al.  Common viral infections in kidney transplant recipients , 2018, Kidney research and clinical practice.

[38]  P. Daszak,et al.  Comparative analysis of rodent and small mammal viromes to better understand the wildlife origin of emerging infectious diseases , 2018, Microbiome.

[39]  C. Barker,et al.  Virome of > 12 thousand Culex mosquitoes from throughout California. , 2018, Virology.

[40]  Mathias Vandenbogaert,et al.  High prevalence of cyclovirus Vietnam (CyCV-VN) in plasma samples from Madagascan healthy blood donors. , 2018, Infection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases.

[41]  K. Coller,et al.  High prevalence of hepatitis delta virus in Cameroon , 2018, Scientific Reports.

[42]  A. Greninger The challenge of diagnostic metagenomics , 2018, Expert review of molecular diagnostics.

[43]  S. Alexandersen,et al.  Metagenomics detection and characterisation of viruses in faecal samples from Australian wild birds , 2018, Scientific Reports.

[44]  W. Ulrich,et al.  Viral Diversity of House Mice in New York City , 2018, mBio.

[45]  H. Wedemeyer,et al.  Development and performance of prototype serologic and molecular tests for hepatitis delta infection , 2018, Scientific Reports.

[46]  P. Maes,et al.  Cameroonian fruit bats harbor divergent viruses, including rotavirus H, bastroviruses, and picobirnaviruses using an alternative genetic code , 2018, Virus evolution.

[47]  S. Mboup,et al.  ARCHITECT HIV Combo Ag/Ab and RealTime HIV-1 Assays Detect Diverse HIV Strains in Clinical Specimens , 2017, AIDS research and human retroviruses.

[48]  A. Greninger A decade of RNA virus metagenomics is (not) enough , 2017, Virus Research.

[49]  E. Delwart,et al.  Sera of Peruvians with fever of unknown origins include viral nucleic acids from non-vertebrate hosts , 2018, Virus Genes.

[50]  T. Nagata,et al.  Complete Genome Sequence of a Novel Bastrovirus Isolated from Raw Sewage , 2017, Genome Announcements.

[51]  J. Epstein,et al.  Convergence of Humans, Bats, Trees, and Culture in Nipah Virus Transmission, Bangladesh , 2017, Emerging infectious diseases.

[52]  P. Simmonds,et al.  Characterization of Posa and Posa-like virus genomes in fecal samples from humans, pigs, rats, and bats collected from a single location in Vietnam , 2017, Virus evolution.

[53]  A. von Haeseler,et al.  UFBoot2: Improving the Ultrafast Bootstrap Approximation , 2017, bioRxiv.

[54]  James O. Lloyd-Smith,et al.  Pathways to zoonotic spillover , 2017, Nature Reviews Microbiology.

[55]  Thomas K. F. Wong,et al.  ModelFinder: Fast Model Selection for Accurate Phylogenetic Estimates , 2017, Nature Methods.

[56]  David K. Smith,et al.  ggtree: an r package for visualization and annotation of phylogenetic trees with their covariates and other associated data , 2017 .

[57]  Edward C. Holmes,et al.  Redefining the invertebrate RNA virosphere , 2016, Nature.

[58]  P. Kellam,et al.  A Novel Astrovirus-Like RNA Virus Detected in Human Stool , 2016, Virus evolution.

[59]  Nikos Vasilakis,et al.  Divergent Viruses Discovered in Arthropods and Vertebrates Revise the Evolutionary History of the Flaviviridae and Related Viruses , 2015, Journal of Virology.

[60]  E. Delwart,et al.  Small circular single stranded DNA viral genomes in unexplained cases of human encephalitis, diarrhea, and in untreated sewage. , 2015, Virology.

[61]  G. Crameri,et al.  Emerging zoonotic viral diseases. , 2014, Revue scientifique et technique.

[62]  M. Zaharia,et al.  A cloud-compatible bioinformatics pipeline for ultrarapid pathogen identification from next-generation sequencing of clinical samples , 2014, Genome research.

[63]  E. Delwart,et al.  Cyclovirus in nasopharyngeal aspirates of Chilean children with respiratory infections. , 2014, The Journal of general virology.

[64]  T. Monath,et al.  Fever versus fever: the role of host and vector susceptibility and interspecific competition in shaping the current and future distributions of the sylvatic cycles of dengue virus and yellow fever virus. , 2013, Infection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases.

[65]  B. Haagmans,et al.  Novel Cyclovirus in Human Cerebrospinal Fluid, Malawi, 2010–2011 , 2013, Emerging infectious diseases.

[66]  M. Breitbart,et al.  High global diversity of cycloviruses amongst dragonflies. , 2013, The Journal of general virology.

[67]  J. Farrar,et al.  Identification of a New Cyclovirus in Cerebrospinal Fluid of Patients with Acute Central Nervous System Infections , 2013, mBio.

[68]  C. Chiu Viral pathogen discovery , 2013, Current Opinion in Microbiology.

[69]  K. Katoh,et al.  MAFFT Multiple Sequence Alignment Software Version 7: Improvements in Performance and Usability , 2013, Molecular biology and evolution.

[70]  W. Ian Lipkin,et al.  The changing face of pathogen discovery and surveillance , 2013, Nature Reviews Microbiology.

[71]  E. Fikrig,et al.  West Nile Virus: Biology, Transmission, and Human Infection , 2012, Clinical Microbiology Reviews.

[72]  N. Hall,et al.  Application of next-generation sequencing technologies in virology , 2012, The Journal of general virology.

[73]  Shuyi Zhang,et al.  Virome Analysis for Identification of Novel Mammalian Viruses in Bat Species from Chinese Provinces , 2012, Journal of Virology.

[74]  Jaques Reifman,et al.  A quantitative quasispecies theory-based model of virus escape mutation under immune selection , 2012, Proceedings of the National Academy of Sciences.

[75]  M. P. Muehlenbein,et al.  Human-Wildlife Contact and Emerging Infectious Diseases , 2012, Human-Environment Interactions.

[76]  Sergey I. Nikolenko,et al.  SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing , 2012, J. Comput. Biol..

[77]  P. Zhou,et al.  Metagenomic Analysis of Viruses from Bat Fecal Samples Reveals Many Novel Viruses in Insectivorous Bats in China , 2012, Journal of Virology.

[78]  Yongan Zhao,et al.  RAPSearch2: a fast and memory-efficient protein similarity search tool for next-generation sequencing data , 2011, Bioinform..

[79]  Richard M. Karp,et al.  Faster and More Accurate Sequence Alignment with SNAP , 2011, ArXiv.

[80]  P. Sharp,et al.  Origins of HIV and the AIDS pandemic. , 2011, Cold Spring Harbor perspectives in medicine.

[81]  R. K. Rose,et al.  The Fecal Viral Flora of Wild Rodents , 2011, PLoS pathogens.

[82]  T. Kunz,et al.  Possible cross-species transmission of circoviruses and cycloviruses among farm animals. , 2011, The Journal of general virology.

[83]  Florent E. Angly,et al.  Next Generation Sequence Assembly with AMOS , 2011, Current protocols in bioinformatics.

[84]  P. Simmonds,et al.  Use of Nucleotide Composition Analysis To Infer Hosts for Three Novel Picorna-Like Viruses , 2010, Journal of Virology.

[85]  R. Sanjuán,et al.  Viral Mutation Rates , 2010, Journal of Virology.

[86]  T. Kunz,et al.  Bat Guano Virome: Predominance of Dietary Viruses from Insects and Plants plus Novel Mammalian Viruses , 2010, Journal of Virology.

[87]  N. Gross-Camp,et al.  Multiple Diverse Circoviruses Infect Farm Animals and Are Commonly Found in Human and Chimpanzee Feces , 2009, Journal of Virology.

[88]  Hadley Wickham,et al.  ggplot2 - Elegant Graphics for Data Analysis (2nd Edition) , 2017 .

[89]  Steven J. M. Jones,et al.  Abyss: a Parallel Assembler for Short Read Sequence Data Material Supplemental Open Access , 2022 .

[90]  Daniel H. Huson,et al.  Dendroscope: An interactive viewer for large phylogenetic trees , 2007, BMC Bioinformatics.

[91]  Nathan D. Wolfe,et al.  Origins of major human infectious diseases , 2007, Nature.

[92]  Y. Guan,et al.  Coronavirus as a possible cause of severe acute respiratory syndrome , 2003, The Lancet.

[93]  M. Nei,et al.  Efficiencies of fast algorithms of phylogenetic inference under the criteria of maximum parsimony, minimum evolution, and maximum likelihood when a large number of sequences are used. , 2000, Molecular biology and evolution.

[94]  Lukas Wagner,et al.  A Greedy Algorithm for Aligning DNA Sequences , 2000, J. Comput. Biol..

[95]  S Karlin,et al.  Compositional differences within and between eukaryotic genomes. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[96]  Thomas L. Madden,et al.  Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. , 1997, Nucleic acids research.

[97]  E. Myers,et al.  Basic local alignment search tool. , 1990, Journal of molecular biology.