A Strategy To Estimate Unknown Viral Diversity in Mammals

ABSTRACT The majority of emerging zoonoses originate in wildlife, and many are caused by viruses. However, there are no rigorous estimates of total viral diversity (here termed “virodiversity”) for any wildlife species, despite the utility of this to future surveillance and control of emerging zoono...

Full description

Bibliographic Details
Main Authors: Simon J. Anthony, Jonathan H. Epstein, Kris A. Murray, Isamara Navarrete-Macias, Carlos M. Zambrana-Torrelio, Alexander Solovyov, Rafael Ojeda-Flores, Nicole C. Arrigo, Ariful Islam, Shahneaz Ali Khan, Parviez Hosseini, Tiffany L. Bogich, Kevin J. Olival, Maria D. Sanchez-Leon, William B. Karesh, Tracey Goldstein, Stephen P. Luby, Stephen S. Morse, Jonna A. K. Mazet, Peter Daszak, W. Ian Lipkin
Format: Article
Language:English
Published: American Society for Microbiology 2013-11-01
Series:mBio
Online Access:https://journals.asm.org/doi/10.1128/mBio.00598-13
_version_ 1818750808901025792
author Simon J. Anthony
Jonathan H. Epstein
Kris A. Murray
Isamara Navarrete-Macias
Carlos M. Zambrana-Torrelio
Alexander Solovyov
Rafael Ojeda-Flores
Nicole C. Arrigo
Ariful Islam
Shahneaz Ali Khan
Parviez Hosseini
Tiffany L. Bogich
Kevin J. Olival
Maria D. Sanchez-Leon
William B. Karesh
Tracey Goldstein
Stephen P. Luby
Stephen S. Morse
Jonna A. K. Mazet
Peter Daszak
W. Ian Lipkin
author_facet Simon J. Anthony
Jonathan H. Epstein
Kris A. Murray
Isamara Navarrete-Macias
Carlos M. Zambrana-Torrelio
Alexander Solovyov
Rafael Ojeda-Flores
Nicole C. Arrigo
Ariful Islam
Shahneaz Ali Khan
Parviez Hosseini
Tiffany L. Bogich
Kevin J. Olival
Maria D. Sanchez-Leon
William B. Karesh
Tracey Goldstein
Stephen P. Luby
Stephen S. Morse
Jonna A. K. Mazet
Peter Daszak
W. Ian Lipkin
author_sort Simon J. Anthony
collection DOAJ
description ABSTRACT The majority of emerging zoonoses originate in wildlife, and many are caused by viruses. However, there are no rigorous estimates of total viral diversity (here termed “virodiversity”) for any wildlife species, despite the utility of this to future surveillance and control of emerging zoonoses. In this case study, we repeatedly sampled a mammalian wildlife host known to harbor emerging zoonotic pathogens (the Indian Flying Fox, Pteropus giganteus) and used PCR with degenerate viral family-level primers to discover and analyze the occurrence patterns of 55 viruses from nine viral families. We then adapted statistical techniques used to estimate biodiversity in vertebrates and plants and estimated the total viral richness of these nine families in P. giganteus to be 58 viruses. Our analyses demonstrate proof-of-concept of a strategy for estimating viral richness and provide the first statistically supported estimate of the number of undiscovered viruses in a mammalian host. We used a simple extrapolation to estimate that there are a minimum of 320,000 mammalian viruses awaiting discovery within these nine families, assuming all species harbor a similar number of viruses, with minimal turnover between host species. We estimate the cost of discovering these viruses to be ~$6.3 billion (or ~$1.4 billion for 85% of the total diversity), which if annualized over a 10-year study time frame would represent a small fraction of the cost of many pandemic zoonoses. IMPORTANCE Recent years have seen a dramatic increase in viral discovery efforts. However, most lack rigorous systematic design, which limits our ability to understand viral diversity and its ecological drivers and reduces their value to public health intervention. Here, we present a new framework for the discovery of novel viruses in wildlife and use it to make the first-ever estimate of the number of viruses that exist in a mammalian host. As pathogens continue to emerge from wildlife, this estimate allows us to put preliminary bounds around the potential size of the total zoonotic pool and facilitates a better understanding of where best to allocate resources for the subsequent discovery of global viral diversity.
first_indexed 2024-12-18T04:25:34Z
format Article
id doaj.art-f32ecba3a5ea46be98ef144342eab4be
institution Directory Open Access Journal
issn 2150-7511
language English
last_indexed 2024-12-18T04:25:34Z
publishDate 2013-11-01
publisher American Society for Microbiology
record_format Article
series mBio
spelling doaj.art-f32ecba3a5ea46be98ef144342eab4be2022-12-21T21:21:07ZengAmerican Society for MicrobiologymBio2150-75112013-11-014510.1128/mBio.00598-13A Strategy To Estimate Unknown Viral Diversity in MammalsSimon J. Anthony0Jonathan H. Epstein1Kris A. Murray2Isamara Navarrete-Macias3Carlos M. Zambrana-Torrelio4Alexander Solovyov5Rafael Ojeda-Flores6Nicole C. Arrigo7Ariful Islam8Shahneaz Ali Khan9Parviez Hosseini10Tiffany L. Bogich11Kevin J. Olival12Maria D. Sanchez-Leon13William B. Karesh14Tracey Goldstein15Stephen P. Luby16Stephen S. Morse17Jonna A. K. Mazet18Peter Daszak19W. Ian Lipkin20Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, New York, USAEcoHealth Alliance, New York, New York, USAEcoHealth Alliance, New York, New York, USACenter for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, New York, USAEcoHealth Alliance, New York, New York, USACenter for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, New York, USAFacultad de Medicina Veterinaria and Zootecnia, Universidad Nacional Autónoma de México, Ciudad Universitaria, Mexico City, Distrito Federal, MexicoCenter for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, New York, USAEcoHealth Alliance, New York, New York, USAChittagong Veterinary and Animal Sciences University, Chittagong, BangladeshEcoHealth Alliance, New York, New York, USAPrinceton University, Department of Ecology and Evolutionary Biology, Princeton, New Jersey, USAEcoHealth Alliance, New York, New York, USACenter for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, New York, USAEcoHealth Alliance, New York, New York, USAOne Health Institute & Wildlife Health Center, School of Veterinary Medicine, University of California Davis, Davis, California, USAInternational Center for Diarrhoeal Disease Research, Dhaka, BangladeshOne Health Institute & Wildlife Health Center, School of Veterinary Medicine, University of California Davis, Davis, California, USAOne Health Institute & Wildlife Health Center, School of Veterinary Medicine, University of California Davis, Davis, California, USAEcoHealth Alliance, New York, New York, USACenter for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, New York, USAABSTRACT The majority of emerging zoonoses originate in wildlife, and many are caused by viruses. However, there are no rigorous estimates of total viral diversity (here termed “virodiversity”) for any wildlife species, despite the utility of this to future surveillance and control of emerging zoonoses. In this case study, we repeatedly sampled a mammalian wildlife host known to harbor emerging zoonotic pathogens (the Indian Flying Fox, Pteropus giganteus) and used PCR with degenerate viral family-level primers to discover and analyze the occurrence patterns of 55 viruses from nine viral families. We then adapted statistical techniques used to estimate biodiversity in vertebrates and plants and estimated the total viral richness of these nine families in P. giganteus to be 58 viruses. Our analyses demonstrate proof-of-concept of a strategy for estimating viral richness and provide the first statistically supported estimate of the number of undiscovered viruses in a mammalian host. We used a simple extrapolation to estimate that there are a minimum of 320,000 mammalian viruses awaiting discovery within these nine families, assuming all species harbor a similar number of viruses, with minimal turnover between host species. We estimate the cost of discovering these viruses to be ~$6.3 billion (or ~$1.4 billion for 85% of the total diversity), which if annualized over a 10-year study time frame would represent a small fraction of the cost of many pandemic zoonoses. IMPORTANCE Recent years have seen a dramatic increase in viral discovery efforts. However, most lack rigorous systematic design, which limits our ability to understand viral diversity and its ecological drivers and reduces their value to public health intervention. Here, we present a new framework for the discovery of novel viruses in wildlife and use it to make the first-ever estimate of the number of viruses that exist in a mammalian host. As pathogens continue to emerge from wildlife, this estimate allows us to put preliminary bounds around the potential size of the total zoonotic pool and facilitates a better understanding of where best to allocate resources for the subsequent discovery of global viral diversity.https://journals.asm.org/doi/10.1128/mBio.00598-13
spellingShingle Simon J. Anthony
Jonathan H. Epstein
Kris A. Murray
Isamara Navarrete-Macias
Carlos M. Zambrana-Torrelio
Alexander Solovyov
Rafael Ojeda-Flores
Nicole C. Arrigo
Ariful Islam
Shahneaz Ali Khan
Parviez Hosseini
Tiffany L. Bogich
Kevin J. Olival
Maria D. Sanchez-Leon
William B. Karesh
Tracey Goldstein
Stephen P. Luby
Stephen S. Morse
Jonna A. K. Mazet
Peter Daszak
W. Ian Lipkin
A Strategy To Estimate Unknown Viral Diversity in Mammals
mBio
title A Strategy To Estimate Unknown Viral Diversity in Mammals
title_full A Strategy To Estimate Unknown Viral Diversity in Mammals
title_fullStr A Strategy To Estimate Unknown Viral Diversity in Mammals
title_full_unstemmed A Strategy To Estimate Unknown Viral Diversity in Mammals
title_short A Strategy To Estimate Unknown Viral Diversity in Mammals
title_sort strategy to estimate unknown viral diversity in mammals
url https://journals.asm.org/doi/10.1128/mBio.00598-13
work_keys_str_mv AT simonjanthony astrategytoestimateunknownviraldiversityinmammals
AT jonathanhepstein astrategytoestimateunknownviraldiversityinmammals
AT krisamurray astrategytoestimateunknownviraldiversityinmammals
AT isamaranavarretemacias astrategytoestimateunknownviraldiversityinmammals
AT carlosmzambranatorrelio astrategytoestimateunknownviraldiversityinmammals
AT alexandersolovyov astrategytoestimateunknownviraldiversityinmammals
AT rafaelojedaflores astrategytoestimateunknownviraldiversityinmammals
AT nicolecarrigo astrategytoestimateunknownviraldiversityinmammals
AT arifulislam astrategytoestimateunknownviraldiversityinmammals
AT shahneazalikhan astrategytoestimateunknownviraldiversityinmammals
AT parviezhosseini astrategytoestimateunknownviraldiversityinmammals
AT tiffanylbogich astrategytoestimateunknownviraldiversityinmammals
AT kevinjolival astrategytoestimateunknownviraldiversityinmammals
AT mariadsanchezleon astrategytoestimateunknownviraldiversityinmammals
AT williambkaresh astrategytoestimateunknownviraldiversityinmammals
AT traceygoldstein astrategytoestimateunknownviraldiversityinmammals
AT stephenpluby astrategytoestimateunknownviraldiversityinmammals
AT stephensmorse astrategytoestimateunknownviraldiversityinmammals
AT jonnaakmazet astrategytoestimateunknownviraldiversityinmammals
AT peterdaszak astrategytoestimateunknownviraldiversityinmammals
AT wianlipkin astrategytoestimateunknownviraldiversityinmammals
AT simonjanthony strategytoestimateunknownviraldiversityinmammals
AT jonathanhepstein strategytoestimateunknownviraldiversityinmammals
AT krisamurray strategytoestimateunknownviraldiversityinmammals
AT isamaranavarretemacias strategytoestimateunknownviraldiversityinmammals
AT carlosmzambranatorrelio strategytoestimateunknownviraldiversityinmammals
AT alexandersolovyov strategytoestimateunknownviraldiversityinmammals
AT rafaelojedaflores strategytoestimateunknownviraldiversityinmammals
AT nicolecarrigo strategytoestimateunknownviraldiversityinmammals
AT arifulislam strategytoestimateunknownviraldiversityinmammals
AT shahneazalikhan strategytoestimateunknownviraldiversityinmammals
AT parviezhosseini strategytoestimateunknownviraldiversityinmammals
AT tiffanylbogich strategytoestimateunknownviraldiversityinmammals
AT kevinjolival strategytoestimateunknownviraldiversityinmammals
AT mariadsanchezleon strategytoestimateunknownviraldiversityinmammals
AT williambkaresh strategytoestimateunknownviraldiversityinmammals
AT traceygoldstein strategytoestimateunknownviraldiversityinmammals
AT stephenpluby strategytoestimateunknownviraldiversityinmammals
AT stephensmorse strategytoestimateunknownviraldiversityinmammals
AT jonnaakmazet strategytoestimateunknownviraldiversityinmammals
AT peterdaszak strategytoestimateunknownviraldiversityinmammals
AT wianlipkin strategytoestimateunknownviraldiversityinmammals