Unravelling the evolutionary relationships of hepaciviruses within and across rodent hosts

Hepatitis C virus (HCV; genus Hepacivirus) represents a major public health problem, infecting about 3 % of the human population (± 185,000,000 people). Because no plausible animal reservoir carrying closely related hepaciviruses has been identified, the zoonotic origins of HCV still remain elusive. Motivated by recent findings of divergent hepaciviruses in rodents and a plausible African origin of HCV genotypes, we have screened a comprehensive collection of small mammals samples from seven sub-Saharan African countries. Out of 4,303 samples screened, 80 were found positive for the presence of hepaciviruses in 29 different host species. We here report 56 novel genomes that considerably increase the diversity of three divergent rodent hepacivirus lineages, which previously were almost exclusively represented by New World and European hepaciviruses. Further-more, we provide undisputable evidence for hepacivirus co-infections in rodents, which remarkably, we exclusively but repeatedly found in four sampled species of brush-furred mice. We also point at hepacivirus co-infections indirectly in different animal hosts by demonstrating evidence for recombination within specific host lineages. Our study considerably expands the available hepacivirus genomic data and elucidates the relatively deep evolutionary history that these pathogens have in rodents compared to other mammalian hosts. Overall, our results emphasize the importance of rodents as a potential hepacivirus reservoir and as models for investigating HCV infection dynamics.

[1]  D. Streicker,et al.  Viral zoonotic risk is homogenous among taxonomic orders of mammalian and avian reservoir hosts , 2020, Proceedings of the National Academy of Sciences.

[2]  P. Lemey,et al.  High-quality RNA purification with on-column DNase treatment from tissue specimens v1 , 2020, protocols.io.

[3]  David W Smith,et al.  Discovery of Jogalong virus, a novel hepacivirus identified in a Culex annulirostris (Skuse) mosquito from the Kimberley region of Western Australia , 2020, PloS one.

[4]  H. Leirs,et al.  Shrews (Soricidae) of the lowland forests around Kisangani (DR Congo) , 2019, Biodiversity data journal.

[5]  P. Lemey,et al.  High-quality RNA purification with on-column DNase treatment from tissue specimens v1 , 2019, protocols.io.

[6]  Yi Guan,et al.  treeio: an R package for phylogenetic tree input and output with richly annotated and associated data. , 2019, Molecular biology and evolution.

[7]  Sebastián Duchêne,et al.  Bayesian Evaluation of Temporal Signal in Measurably Evolving Populations , 2019, bioRxiv.

[8]  T. Goldberg,et al.  Multidecade Mortality and a Homolog of Hepatitis C Virus in Bald Eagles (Haliaeetus leucocephalus), the National Bird of the USA , 2019, Scientific Reports.

[9]  M. Shi,et al.  Metagenomic discovery and co-infection of diverse wobbly possum disease viruses and a novel hepacivirus in Australian brushtail possums , 2019, bioRxiv.

[10]  S. Phinn,et al.  Australian vegetated coastal ecosystems as global hotspots for climate change mitigation , 2019, Nature Communications.

[11]  Dabing Zhang,et al.  A highly divergent hepacivirus-like flavivirus in domestic ducks. , 2019, The Journal of general virology.

[12]  C. Walker,et al.  Vaccination to prevent T cell subversion can protect against persistent hepacivirus infection , 2019, Nature Communications.

[13]  Yi Fan,et al.  Novel hepacivirus in Asian house shrew, China , 2019, Science China Life Sciences.

[14]  P. Kellam,et al.  Virus discovery reveals frequent infection by diverse novel members of the Flaviviridae in wild lemurs , 2018, Archives of Virology.

[15]  Yi Guan,et al.  Two Methods for Mapping and Visualizing Associated Data on Phylogeny Using Ggtree. , 2018, Molecular biology and evolution.

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

[17]  P. Lemey,et al.  Discovery and genome characterization of three new Jeilongviruses, a lineage of paramyxoviruses characterized by their unique membrane proteins , 2018, BMC Genomics.

[18]  M. Shi,et al.  Extensive Diversity of RNA Viruses in Australian Ticks , 2018, Journal of Virology.

[19]  Emmanuel Paradis,et al.  ape 5.0: an environment for modern phylogenetics and evolutionary analyses in R , 2018, Bioinform..

[20]  J. Bryja,et al.  Spiny mice of the Zambezian bioregion – phylogeny, biogeography and ecological differentiation within the Acomys spinosissimus complex , 2018, Mammalian Biology.

[21]  E. Holmes,et al.  The evolutionary history of vertebrate RNA viruses , 2018, Nature.

[22]  M. Willig,et al.  Reconciling biodiversity and carbon stock conservation in an Afrotropical forest landscape , 2018, Science Advances.

[23]  A. H. Pham,et al.  Detection and Characterization of Homologues of Human Hepatitis Viruses and Pegiviruses in Rodents and Bats in Vietnam , 2018, Viruses.

[24]  Connor J. Burgin,et al.  How many species of mammals are there? , 2018, Journal of Mammalogy.

[25]  J. Bryja,et al.  Biogeographic implications of small mammals from Northern Highlands in Tanzania with first data from the volcanic Mount Kitumbeine , 2017, Mammalia.

[26]  J. Bryja,et al.  Phylogeography of a widespread sub-Saharan murid rodent Aethomys chrysophilus: the role of geographic barriers and paleoclimate in the Zambezian bioregion , 2017, Mammalia.

[27]  M. F. Boni,et al.  Improved Algorithmic Complexity for the 3SEQ Recombination Detection Algorithm , 2017, Molecular biology and evolution.

[28]  A. Mangia,et al.  Origin, prevalence and response to therapy of hepatitis C virus genotype 2k/1b chimeras. , 2017, Journal of hepatology.

[29]  C. Rice,et al.  Mouse models of acute and chronic hepacivirus infection , 2017, Science.

[30]  Frédéric Delsuc,et al.  Phylotranscriptomic consolidation of the jawed vertebrate timetree , 2017, Nature Ecology & Evolution.

[31]  J. Bryja,et al.  Hantavirus Strains in East Africa Related to Western African Hantaviruses. , 2017, Vector borne and zoonotic diseases.

[32]  Andrew J. Davison,et al.  Consensus statement: Virus taxonomy in the age of metagenomics , 2017, Nature Reviews Microbiology.

[33]  Benny Borremans,et al.  When Viruses Don’t Go Viral: The Importance of Host Phylogeographic Structure in the Spatial Spread of Arenaviruses , 2017, PLoS pathogens.

[34]  E. Gould,et al.  Proposed update to the taxonomy of the genera Hepacivirus and Pegivirus within the Flaviviridae family , 2016, The Journal of general virology.

[35]  P. Lemey,et al.  Differential Infection Patterns and Recent Evolutionary Origins of Equine Hepaciviruses in Donkeys , 2016, Journal of Virology.

[36]  J. Cullen,et al.  The Strange, Expanding World of Animal Hepaciviruses. , 2016, Annual review of virology.

[37]  Sudhir Kumar,et al.  MEGA7: Molecular Evolutionary Genetics Analysis Version 7.0 for Bigger Datasets. , 2016, Molecular biology and evolution.

[38]  O. Pybus,et al.  Hepacivirus cross-species transmission and the origins of the hepatitis C virus. , 2016, Current opinion in virology.

[39]  O. Pybus,et al.  Exploring the temporal structure of heterochronous sequences using TempEst (formerly Path-O-Gen) , 2016, Virus evolution.

[40]  L. Dzigua,et al.  High incidence of the hepatitis C virus recombinant 2k/1b in Georgia: Recommendations for testing and treatment , 2015, Hepatology research : the official journal of the Japan Society of Hepatology.

[41]  O. Pybus,et al.  Evolutionary and Phylogenetic Analysis of the Hepaciviruses and Pegiviruses , 2015, Genome biology and evolution.

[42]  A. Laudisoit,et al.  We are connected: flea–host association networks in the plague outbreak focus in the Rift Valley, northern Tanzania , 2015, Wildlife Research.

[43]  J. Brownlie,et al.  Detection of non-primate hepaciviruses in UK dogs , 2015, Virology.

[44]  John M. Drake,et al.  Rodent reservoirs of future zoonotic diseases , 2015, Proceedings of the National Academy of Sciences.

[45]  K. Becker,et al.  Identification of a Novel Hepacivirus in Domestic Cattle from Germany , 2015, Journal of Virology.

[46]  V. Corman,et al.  Highly Divergent Hepaciviruses from African Cattle , 2015, Journal of Virology.

[47]  B. Murrell,et al.  RDP4: Detection and analysis of recombination patterns in virus genomes , 2015, Virus evolution.

[48]  P. Simmonds,et al.  Surveying the global virome: identification and characterization of HCV-related animal hepaciviruses. , 2015, Antiviral research.

[49]  H. Leirs,et al.  Gairo virus, a novel arenavirus of the widespread Mastomys natalensis: Genetically divergent, but ecologically similar to Lassa and Morogoro viruses. , 2015, Virology.

[50]  Monika Henzinger,et al.  Split diversity in constrained conservation prioritization using integer linear programming , 2014, Methods in ecology and evolution.

[51]  A. von Haeseler,et al.  IQ-TREE: A Fast and Effective Stochastic Algorithm for Estimating Maximum-Likelihood Phylogenies , 2014, Molecular biology and evolution.

[52]  W. Ian Lipkin,et al.  Detection of Zoonotic Pathogens and Characterization of Novel Viruses Carried by Commensal Rattus norvegicus in New York City , 2014, mBio.

[53]  Anders Larsson,et al.  AliView: a fast and lightweight alignment viewer and editor for large datasets , 2014, Bioinform..

[54]  A. Flaxman,et al.  Global Distribution and Prevalence of Hepatitis C Virus Genotypes , 2014, Hepatology.

[55]  Björn Usadel,et al.  Trimmomatic: a flexible trimmer for Illumina sequence data , 2014, Bioinform..

[56]  N. Oguge,et al.  The role of dispersal and vicariance in the Pleistocene history of an East African mountain rodent, Praomys delectorum , 2014 .

[57]  Rebecca R. Gray,et al.  The virus whose family expanded , 2013, Nature.

[58]  Colin A. Chapman,et al.  A Novel Hepacivirus with an Unusually Long and Intrinsically Disordered NS5A Protein in a Wild Old World Primate , 2013, Journal of Virology.

[59]  R. Bartenschlager,et al.  Evidence for Novel Hepaciviruses in Rodents , 2013, PLoS pathogens.

[60]  J. Epstein,et al.  Bats are a major natural reservoir for hepaciviruses and pegiviruses , 2013, Proceedings of the National Academy of Sciences.

[61]  K. Vandegrift,et al.  Identification of Rodent Homologs of Hepatitis C Virus and Pegiviruses , 2013, mBio.

[62]  P. Kellam,et al.  Viral population analysis and minority-variant detection using short read next-generation sequencing , 2013, Philosophical Transactions of the Royal Society B: Biological Sciences.

[63]  P. Simmonds,et al.  Nonprimate Hepaciviruses in Domestic Horses, United Kingdom , 2012, Emerging infectious diseases.

[64]  H. Leirs,et al.  High Diversity of RNA Viruses in Rodents, Ethiopia , 2012, Emerging infectious diseases.

[65]  J. Bryja,et al.  Revised occurrence of rodents from the tribe Praomyini (Muridae) in Zambia based on mitochondrial DNA analyses: implications for biogeography and conservation , 2012, Folia Zoologica.

[66]  R. Makundi,et al.  Breeding Dynamics of Rodent Species Inhabiting Farm—Fallow Mosaic Fields in Central Tanzania† , 2012 .

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

[68]  C. Rice,et al.  Serology-Enabled Discovery of Genetically Diverse Hepaciviruses in a New Host , 2012, Journal of Virology.

[69]  Steven L Salzberg,et al.  Fast gapped-read alignment with Bowtie 2 , 2012, Nature Methods.

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

[71]  O. Pybus,et al.  Origin and Evolution of the Unique Hepatitis C Virus Circulating Recombinant Form 2k/1b , 2011, Journal of Virology.

[72]  M. Bracho,et al.  Recombination in Hepatitis C Virus , 2011, Viruses.

[73]  C. Rice,et al.  Characterization of a canine homolog of hepatitis C virus , 2011, Proceedings of the National Academy of Sciences.

[74]  Rebecca R. Gray,et al.  The mode and tempo of hepatitis C virus evolution within and among hosts , 2011, BMC Evolutionary Biology.

[75]  Li Yu,et al.  Phylogenomic reconstruction of lactic acid bacteria: an update , 2011, BMC Evolutionary Biology.

[76]  Alexis Criscuolo,et al.  BMGE (Block Mapping and Gathering with Entropy): a new software for selection of phylogenetic informative regions from multiple sequence alignments , 2010, BMC Evolutionary Biology.

[77]  G. Duverlie,et al.  Emergence of a genomic variant of the recombinant 2k/1b strain during a mixed Hepatitis C infection: a case report. , 2010, Journal of clinical virology : the official publication of the Pan American Society for Clinical Virology.

[78]  H. Leirs,et al.  Sympatric Occurrence of 3 Arenaviruses, Tanzania , 2010, Emerging infectious diseases.

[79]  O. Gascuel,et al.  SeaView version 4: A multiplatform graphical user interface for sequence alignment and phylogenetic tree building. , 2010, Molecular biology and evolution.

[80]  H. Leirs,et al.  Seasonal and habitat dependence of fleas parasitic on small mammals in Tanzania. , 2009, Integrative zoology.

[81]  P. Chevret,et al.  Phylogeny and biogeography of African Murinae based on mitochondrial and nuclear gene sequences, with a new tribal classification of the subfamily , 2008, BMC Evolutionary Biology.

[82]  J. Blackard,et al.  Hepatitis C virus coinfection and superinfection. , 2007, The Journal of infectious diseases.

[83]  M. Woolhouse,et al.  Ecological Origins of Novel Human Pathogens , 2007, Critical reviews in microbiology.

[84]  I. James,et al.  Evidence of Viral Adaptation to HLA Class I-Restricted Immune Pressure in Chronic Hepatitis C Virus Infection , 2006, Journal of Virology.

[85]  D. Bryant,et al.  A Simple and Robust Statistical Test for Detecting the Presence of Recombination , 2006, Genetics.

[86]  Daniel J. Wilson,et al.  Estimating Diversifying Selection and Functional Constraint in the Presence of Recombination , 2006, Genetics.

[87]  K. Crandall,et al.  A modified bootscan algorithm for automated identification of recombinant sequences and recombination breakpoints. , 2005, AIDS research and human retroviruses.

[88]  Robert C. Edgar,et al.  MUSCLE: multiple sequence alignment with high accuracy and high throughput. , 2004, Nucleic acids research.

[89]  E. Verheyen,et al.  The Lophuromys flavopunctatus Thomas 1888 s.l. species complex: A craniometric study, with the description and genetic characterization of two new species (Rodentia - Muridae - Africa) , 2002 .

[90]  Darren Martin,et al.  RDP: detection of recombination amongst aligned sequences , 2000, Bioinform..

[91]  K. Lole,et al.  Full-Length Human Immunodeficiency Virus Type 1 Genomes from Subtype C-Infected Seroconverters in India, with Evidence of Intersubtype Recombination , 1999, Journal of Virology.

[92]  D. Burke,et al.  Identification of breakpoints in intergenotypic recombinants of HIV type 1 by bootscanning. , 1995, AIDS research and human retroviruses.

[93]  M. Houghton,et al.  Isolation of a cDNA clone derived from a blood-borne non-A, non-B viral hepatitis genome. , 1989, Science.

[94]  Kazutaka Katoh,et al.  Multiple alignment of DNA sequences with MAFFT. , 2009, Methods in molecular biology.

[95]  H. Leirs,et al.  The characterization of the Kilimanjaro Lophuromys aquilus True 1892 population and the description of five new Lophuromys species (Rodentia, Muridae) , 2007 .

[96]  Thibaut Jombart,et al.  Bioinformatics Applications Note Phylogenetics Adephylo: New Tools for Investigating the Phylogenetic Signal in Biological Traits , 2022 .