Rates of Viral Evolution Are Linked to Host Geography in Bat Rabies

Rates of evolution span orders of magnitude among RNA viruses with important implications for viral transmission and emergence. Although the tempo of viral evolution is often ascribed to viral features such as mutation rates and transmission mode, these factors alone cannot explain variation among closely related viruses, where host biology might operate more strongly on viral evolution. Here, we analyzed sequence data from hundreds of rabies viruses collected from bats throughout the Americas to describe dramatic variation in the speed of rabies virus evolution when circulating in ecologically distinct reservoir species. Integration of ecological and genetic data through a comparative Bayesian analysis revealed that viral evolutionary rates were labile following historical jumps between bat species and nearly four times faster in tropical and subtropical bats compared to temperate species. The association between geography and viral evolution could not be explained by host metabolism, phylogeny or variable selection pressures, and instead appeared to be a consequence of reduced seasonality in bat activity and virus transmission associated with climate. Our results demonstrate a key role for host ecology in shaping the tempo of evolution in multi-host viruses and highlight the power of comparative phylogenetic methods to identify the host and environmental features that influence transmission dynamics.

[1]  F. Geiser,et al.  Hibernation and torpor in tropical and subtropical bats in relation to energetics, extinctions, and the evolution of endothermy. , 2011, Integrative and comparative biology.

[2]  David L. Smith,et al.  Host and viral ecology determine bat rabies seasonality and maintenance , 2011, Proceedings of the National Academy of Sciences.

[3]  M. Suchard,et al.  Impact of CCR5delta32 host genetic background and disease progression on HIV-1 intrahost evolutionary processes: efficient hypothesis testing through hierarchical phylogenetic models. , 2011, Molecular biology and evolution.

[4]  Barbara A. Han,et al.  Animal Migration and Infectious Disease Risk , 2011, Science.

[5]  E. Holmes,et al.  Family level phylogenies reveal modes of macroevolution in RNA viruses , 2010, Proceedings of the National Academy of Sciences.

[6]  C. Rupprecht Bat Rabies and Other Lyssavirus Infections , 2010 .

[7]  Gary F. McCracken,et al.  Host Phylogeny Constrains Cross-Species Emergence and Establishment of Rabies Virus in Bats , 2010, Science.

[8]  Campbell O. Webb,et al.  Picante: R tools for integrating phylogenies and ecology , 2010, Bioinform..

[9]  B. Mahy,et al.  The Evolution and Emergence of RNA Viruses , 2010, Emerging Infectious Diseases.

[10]  A. P. Adams,et al.  Genome-Scale Phylogenetic Analyses of Chikungunya Virus Reveal Independent Emergences of Recent Epidemics and Various Evolutionary Rates , 2010, Journal of Virology.

[11]  R. Brigham,et al.  Thermoregulatory variation among populations of bats along a latitudinal gradient , 2010, Journal of Comparative Physiology B.

[12]  R. Freckleton The seven deadly sins of comparative analysis , 2009, Journal of evolutionary biology.

[13]  D. Posada jModelTest: phylogenetic model averaging. , 2008, Molecular biology and evolution.

[14]  E. Holmes,et al.  Rates of evolutionary change in viruses: patterns and determinants , 2008, Nature Reviews Genetics.

[15]  Nancy Knowlton,et al.  Evolution and the latitudinal diversity gradient: speciation, extinction and biogeography. , 2007, Ecology letters.

[16]  Edward C Holmes,et al.  Avian influenza virus exhibits rapid evolutionary dynamics. , 2006, Molecular biology and evolution.

[17]  J. Whitaker,et al.  Activity following arousal in winter in North American vespertilionid bats , 2006 .

[18]  H. Field,et al.  Bats: Important Reservoir Hosts of Emerging Viruses , 2006, Clinical Microbiology Reviews.

[19]  Cécile Viboud,et al.  Influenza in Tropical Regions , 2006, PLoS medicine.

[20]  Mark E.J. Woolhouse,et al.  Host Range and Emerging and Reemerging Pathogens , 2005, Emerging infectious diseases.

[21]  C. Rupprecht,et al.  Evolutionary timescale of rabies virus adaptation to North American bats inferred from the substitution rate of the nucleoprotein gene. , 2005, The Journal of general virology.

[22]  T. Gojobori,et al.  A Large Variation in the Rates of Synonymous Substitution for RNA Viruses and Its Relationship to a Diversity of Viral Infection and Transmission Modes , 2004, Molecular biology and evolution.

[23]  M. Suchard,et al.  Hierarchical phylogenetic models for analyzing multipartite sequence data. , 2003, Systematic biology.

[24]  T. Garland,et al.  TESTING FOR PHYLOGENETIC SIGNAL IN COMPARATIVE DATA: BEHAVIORAL TRAITS ARE MORE LABILE , 2003, Evolution; international journal of organic evolution.

[25]  K. Garver,et al.  Phylogeography of infectious haematopoietic necrosis virus in North America. , 2003, The Journal of general virology.

[26]  E. Holmes,et al.  Reduced positive selection in vector-borne RNA viruses. , 2002, Molecular biology and evolution.

[27]  Edward C. Holmes,et al.  Rates of Molecular Evolution in RNA Viruses: A Quantitative Phylogenetic Analysis , 2002, Journal of Molecular Evolution.

[28]  M. Brown,et al.  Arbovirus infection increases with group size , 2001, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[29]  M. Roossinck,et al.  Genetic Diversity in RNA Virus Quasispecies Is Controlled by Host-Virus Interactions , 2001, Journal of Virology.

[30]  J Desmyter,et al.  Different population dynamics of human T cell lymphotropic virus type II in intravenous drug users compared with endemically infected tribes. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[31]  Andrew P. Martin,et al.  Body size, metabolic rate, generation time, and the molecular clock. , 1993, Proceedings of the National Academy of Sciences of the United States of America.

[32]  M. Nei Molecular Evolutionary Genetics , 1987 .

[33]  B. McNab THE BEHAVIOR OF TEMPERATE CAVE BATS IN A SUBTROPICAL ENVIRONMENT , 1974 .

[34]  J. Enright,et al.  Effect of metabolic level of the host upon the pathogenesis of rabies in the bat. , 1959, The Journal of infectious diseases.

[35]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[36]  D. Blehert,et al.  Bat Rabies and Other Lyssavirus Infections , 2009 .

[37]  Graziano Pesole,et al.  BMC Evolutionary Biology BioMed Central , 2007 .

[38]  Derrick J. Zwickl Genetic algorithm approaches for the phylogenetic analysis of large biological sequence datasets under the maximum likelihood criterion , 2006 .