Skip to main content
Top
Published in: Archives of Virology 8/2019

01-08-2019 | Rabies | Original Article

Phylodynamic and transmission pattern of rabies virus in China and its neighboring countries

Authors: Lina Wang, Xiaoming Wu, Junpeng Bao, Changxin Song, Jianqiang Du

Published in: Archives of Virology | Issue 8/2019

Login to get access

Abstract

Rabies is a fatal disease caused by infection with rabies virus (RABV), and human rabies is still a critical public-health concern in China. Although there have been some phylogenetic studies about RABV transmission patterns, with the accumulation of more rabies sequences in recent years, there is an urgent need to update and clarify the spatial and temporal patterns of RABV circulating in China on a national scale. In this study, we collected all available RABV nucleoprotein gene sequences from China and its neighboring countries and performed comparative analysis. We identified six significant subclades of RABV circulating in China and found that each of them has a specific geographical distribution, reflecting possible physical barriers to gene flow. The phylogeographic analysis revealed minimal viral movement among different geographical locations. An analysis using Bayesian coalescent methods indicated that the current RABV strains in China may come from a common ancestor about 400 years ago, and currently, China is amid the second event of increasing RABV population since the 1950s, but the population has decreased gradually. We did not detect any evidence of recombination in the sequence dataset, nor did we find any evidence for positive selection during the expansion of RABV. Overall, geographic location and neutral genetic drift may be the main factors in shaping the phylogeography of RABV transmission in China.
Appendix
Available only for authorised users
Literature
1.
go back to reference Bourhy H, Reynes JM, Dunham EJ, Dacheux L, Larrous F, Huong VTO, Xu GL, Yan JX, Miranda MEG, Holmes EC (2008) The origin and phylogeography of dog rabies virus. J Gen Virol 89:2673–2681PubMedCrossRef Bourhy H, Reynes JM, Dunham EJ, Dacheux L, Larrous F, Huong VTO, Xu GL, Yan JX, Miranda MEG, Holmes EC (2008) The origin and phylogeography of dog rabies virus. J Gen Virol 89:2673–2681PubMedCrossRef
2.
go back to reference Hampson K, Coudeville L, Lembo T, Sambo M, Kieffer A, Attlan M, Barrat J, Blanton JD, Briggs DJ, Cleaveland S, Costa P, Freuling CM, Hiby E, Knopf L, Leanes F, Meslin FX, Metlin A, Miranda ME, Muller T, Nel LH, Recuenco S, Rupprecht CE, Schumacher C, Taylor L, Vigilato MAN, Zinsstag J, Dushoff J, Par GARC (2015) Estimating the global burden of endemic canine rabies. Plos Neglect Trop Dis 9(4):3709CrossRef Hampson K, Coudeville L, Lembo T, Sambo M, Kieffer A, Attlan M, Barrat J, Blanton JD, Briggs DJ, Cleaveland S, Costa P, Freuling CM, Hiby E, Knopf L, Leanes F, Meslin FX, Metlin A, Miranda ME, Muller T, Nel LH, Recuenco S, Rupprecht CE, Schumacher C, Taylor L, Vigilato MAN, Zinsstag J, Dushoff J, Par GARC (2015) Estimating the global burden of endemic canine rabies. Plos Neglect Trop Dis 9(4):3709CrossRef
3.
go back to reference Yin WW, Dong J, Tu CC, Edwards J, Guo FS, Zhou H, Yu HJ, Vong S, Board RTA (2013) Challenges and needs for China to eliminate rabies. Infect Dis Poverty 2:23PubMedPubMedCentralCrossRef Yin WW, Dong J, Tu CC, Edwards J, Guo FS, Zhou H, Yu HJ, Vong S, Board RTA (2013) Challenges and needs for China to eliminate rabies. Infect Dis Poverty 2:23PubMedPubMedCentralCrossRef
4.
go back to reference Abbas SS, Kakkar M (2015) Rabies control in India: a need to close the gap between research and policy. B World Health Organ 93(2):131–132CrossRef Abbas SS, Kakkar M (2015) Rabies control in India: a need to close the gap between research and policy. B World Health Organ 93(2):131–132CrossRef
5.
go back to reference Knobel DL, Cleaveland S, Coleman PG, Fevre EM, Meltzer MI, Miranda MEG, Shaw A, Zinsstag J, Meslin FX (2005) Re-evaluating the burden of rabies in Africa and Asia. B World Health Organ 83(5):360–368 Knobel DL, Cleaveland S, Coleman PG, Fevre EM, Meltzer MI, Miranda MEG, Shaw A, Zinsstag J, Meslin FX (2005) Re-evaluating the burden of rabies in Africa and Asia. B World Health Organ 83(5):360–368
6.
go back to reference Troupin C, Dacheux L, Tanguy M, Sabeta C, Blanc H, Bouchier C, Vignuzzi M, Duchene S, Holmes EC, Bourhy H (2016) Large-scale phylogenomic analysis reveals the complex evolutionary history of rabies virus in multiple carnivore hosts. PLoS Pathog 12(12):e1006041PubMedPubMedCentralCrossRef Troupin C, Dacheux L, Tanguy M, Sabeta C, Blanc H, Bouchier C, Vignuzzi M, Duchene S, Holmes EC, Bourhy H (2016) Large-scale phylogenomic analysis reveals the complex evolutionary history of rabies virus in multiple carnivore hosts. PLoS Pathog 12(12):e1006041PubMedPubMedCentralCrossRef
7.
go back to reference Zhang Y, Vrancken B, Feng Y, Dellicour S, Yang Q, Yang W, Zhang Y, Dong L, Pybus OG, Zhang H, Tian H (2017) Cross-border spread, lineage displacement and evolutionary rate estimation of rabies virus in Yunnan Province, China. Virol J 14(1):102PubMedPubMedCentralCrossRef Zhang Y, Vrancken B, Feng Y, Dellicour S, Yang Q, Yang W, Zhang Y, Dong L, Pybus OG, Zhang H, Tian H (2017) Cross-border spread, lineage displacement and evolutionary rate estimation of rabies virus in Yunnan Province, China. Virol J 14(1):102PubMedPubMedCentralCrossRef
8.
go back to reference Zhang JM, Zhang ZS, Deng YQ, Wu SL, Wang W, Yan YS (2017) Incidence of human rabies and characterization of rabies virus nucleoprotein gene in dogs in Fujian Province, Southeast China, 2002–2012. BMC Infect Dis 17:599PubMedPubMedCentralCrossRef Zhang JM, Zhang ZS, Deng YQ, Wu SL, Wang W, Yan YS (2017) Incidence of human rabies and characterization of rabies virus nucleoprotein gene in dogs in Fujian Province, Southeast China, 2002–2012. BMC Infect Dis 17:599PubMedPubMedCentralCrossRef
9.
go back to reference Liu Y, Zhang HP, Zhang SF, Wang JX, Zhou HN, Zhang F, Wang YM, Ma L, Li N, Hu RL (2016) Rabies outbreaks and vaccination in domestic camels and cattle in Northwest China. Plos Neglect Trop Dis 10(9):e0004890CrossRef Liu Y, Zhang HP, Zhang SF, Wang JX, Zhou HN, Zhang F, Wang YM, Ma L, Li N, Hu RL (2016) Rabies outbreaks and vaccination in domestic camels and cattle in Northwest China. Plos Neglect Trop Dis 10(9):e0004890CrossRef
10.
go back to reference Feng Y, Shi YY, Yu MY, Xu WD, Gong WJ, Tu ZZ, Ding LX, He B, Guo HC, Tu CC (2016) Livestock rabies outbreaks in Shanxi province, China. Arch Virol 161(10):2851–2854PubMedCrossRef Feng Y, Shi YY, Yu MY, Xu WD, Gong WJ, Tu ZZ, Ding LX, He B, Guo HC, Tu CC (2016) Livestock rabies outbreaks in Shanxi province, China. Arch Virol 161(10):2851–2854PubMedCrossRef
11.
go back to reference Yu JN, Li H, Tang Q, Rayner S, Han N, Guo ZY, Liu HZ, Adams J, Fang W, Tao XY, Wang SM, Liang GD (2012) The spatial and temporal dynamics of rabies in China. Plos Neglect Trop Dis 6(5):1640CrossRef Yu JN, Li H, Tang Q, Rayner S, Han N, Guo ZY, Liu HZ, Adams J, Fang W, Tao XY, Wang SM, Liang GD (2012) The spatial and temporal dynamics of rabies in China. Plos Neglect Trop Dis 6(5):1640CrossRef
12.
go back to reference Yao HW, Yang Y, Liu K, Li XL, Zuo SQ, Sun RX, Fang LQ, Cao WC (2015) The spatiotemporal expansion of human rabies and its probable explanation in mainland China, 2004–2013. Plos Neglect Trop Dis 9(2):e0003502CrossRef Yao HW, Yang Y, Liu K, Li XL, Zuo SQ, Sun RX, Fang LQ, Cao WC (2015) The spatiotemporal expansion of human rabies and its probable explanation in mainland China, 2004–2013. Plos Neglect Trop Dis 9(2):e0003502CrossRef
13.
go back to reference Guo ZY, Tao XY, Yin CP, Han N, Yu JN, Li H, Liu HZ, Fang W, Adams J, Wang J, Liang GD, Tang Q, Rayner S (2013) National borders effectively halt the spread of rabies: the current rabies epidemic in China is dislocated from cases in neighbouring countries. Plos Neglect Trop Dis 7(1):e2039CrossRef Guo ZY, Tao XY, Yin CP, Han N, Yu JN, Li H, Liu HZ, Fang W, Adams J, Wang J, Liang GD, Tang Q, Rayner S (2013) National borders effectively halt the spread of rabies: the current rabies epidemic in China is dislocated from cases in neighbouring countries. Plos Neglect Trop Dis 7(1):e2039CrossRef
14.
go back to reference Wang LH, Tang Q, Liang GD (2014) Rabies and rabies virus in wildlife in mainland China, 1990–2013. Int J Infect Dis 25:122–129PubMedCrossRef Wang LH, Tang Q, Liang GD (2014) Rabies and rabies virus in wildlife in mainland China, 1990–2013. Int J Infect Dis 25:122–129PubMedCrossRef
15.
go back to reference Meng SL, Sun Y, Wu XF, Tang JR, Xu GL, Lei YL, Wu J, Yan JX, Yang XM, Rupprecht CE (2011) Evolutionary dynamics of rabies viruses highlights the importance of China rabies transmission in Asia. Virology 410(2):403–409PubMedCrossRef Meng SL, Sun Y, Wu XF, Tang JR, Xu GL, Lei YL, Wu J, Yan JX, Yang XM, Rupprecht CE (2011) Evolutionary dynamics of rabies viruses highlights the importance of China rabies transmission in Asia. Virology 410(2):403–409PubMedCrossRef
16.
17.
go back to reference Martin DP, Murrell B, Golden M, Khoosal A, Muhire B (2015) RDP4: detection and analysis of recombination patterns in virus genomes. Virus Evol 1(1):vev003PubMedPubMedCentralCrossRef Martin DP, Murrell B, Golden M, Khoosal A, Muhire B (2015) RDP4: detection and analysis of recombination patterns in virus genomes. Virus Evol 1(1):vev003PubMedPubMedCentralCrossRef
18.
go back to reference Li WZ, Godzik A (2006) Cd-hit: a fast program for clustering and comparing large sets of protein or nucleotide sequences. Bioinformatics 22(13):1658–1659CrossRefPubMed Li WZ, Godzik A (2006) Cd-hit: a fast program for clustering and comparing large sets of protein or nucleotide sequences. Bioinformatics 22(13):1658–1659CrossRefPubMed
19.
20.
go back to reference Rambaut A, Lam TT, Carvalho LM, Pybus OG (2016) Exploring the temporal structure of heterochronous sequences using TempEst (formerly Path-O-Gen). Virus Evol 2(1):vew007PubMedPubMedCentralCrossRef Rambaut A, Lam TT, Carvalho LM, Pybus OG (2016) Exploring the temporal structure of heterochronous sequences using TempEst (formerly Path-O-Gen). Virus Evol 2(1):vew007PubMedPubMedCentralCrossRef
21.
go back to reference Nguyen LT, Schmidt HA, von Haeseler A, Minh BQ (2015) IQ-TREE: a fast and effective stochastic algorithm for estimating maximum-likelihood phylogenies. Mol Biol Evol 32(1):268–274CrossRefPubMed Nguyen LT, Schmidt HA, von Haeseler A, Minh BQ (2015) IQ-TREE: a fast and effective stochastic algorithm for estimating maximum-likelihood phylogenies. Mol Biol Evol 32(1):268–274CrossRefPubMed
23.
go back to reference Kalyaanamoorthy S, Minh BQ, Wong TKF, von Haeseler A, Jermiin LS (2017) ModelFinder: fast model selection for accurate phylogenetic estimates. Nat Methods 14(6):587PubMedPubMedCentralCrossRef Kalyaanamoorthy S, Minh BQ, Wong TKF, von Haeseler A, Jermiin LS (2017) ModelFinder: fast model selection for accurate phylogenetic estimates. Nat Methods 14(6):587PubMedPubMedCentralCrossRef
25.
go back to reference Yu GC, Smith DK, Zhu HC, Guan Y, Lam TTY (2017) GGTREE: an R package for visualization and annotation of phylogenetic trees with their covariates and other associated data. Methods Ecol Evol 8(1):28–36CrossRef Yu GC, Smith DK, Zhu HC, Guan Y, Lam TTY (2017) GGTREE: an R package for visualization and annotation of phylogenetic trees with their covariates and other associated data. Methods Ecol Evol 8(1):28–36CrossRef
26.
go back to reference Suchard MA, Lemey P, Baele G, Ayres DL, Drummond AJ, Rambaut A (2018) Bayesian phylogenetic and phylodynamic data integration using BEAST 1.10. Virus Evol 4(1):vey016PubMedPubMedCentralCrossRef Suchard MA, Lemey P, Baele G, Ayres DL, Drummond AJ, Rambaut A (2018) Bayesian phylogenetic and phylodynamic data integration using BEAST 1.10. Virus Evol 4(1):vey016PubMedPubMedCentralCrossRef
27.
go back to reference Baele G, Lemey P, Bedford T, Rambaut A, Suchard MA, Alekseyenko AV (2012) Improving the accuracy of demographic and molecular clock model comparison while accommodating phylogenetic uncertainty. Mol Biol Evol 29(9):2157–2167PubMedPubMedCentralCrossRef Baele G, Lemey P, Bedford T, Rambaut A, Suchard MA, Alekseyenko AV (2012) Improving the accuracy of demographic and molecular clock model comparison while accommodating phylogenetic uncertainty. Mol Biol Evol 29(9):2157–2167PubMedPubMedCentralCrossRef
28.
go back to reference Baele G, Li WL, Drummond AJ, Suchard MA, Lemey P (2013) Accurate model selection of relaxed molecular clocks in bayesian phylogenetics. Mol Biol Evol 30(2):239–243CrossRefPubMed Baele G, Li WL, Drummond AJ, Suchard MA, Lemey P (2013) Accurate model selection of relaxed molecular clocks in bayesian phylogenetics. Mol Biol Evol 30(2):239–243CrossRefPubMed
29.
go back to reference Bielejec F, Baele G, Vrancken B, Suchard MA, Rambaut A, Lemey P (2016) Sprea D3: interactive visualization of spatiotemporal history and trait evolutionary processes. Mol Biol Evol 33(8):2167–2169PubMedPubMedCentralCrossRef Bielejec F, Baele G, Vrancken B, Suchard MA, Rambaut A, Lemey P (2016) Sprea D3: interactive visualization of spatiotemporal history and trait evolutionary processes. Mol Biol Evol 33(8):2167–2169PubMedPubMedCentralCrossRef
30.
go back to reference Nei M, Gojobori T (1986) Simple methods for estimating the numbers of synonymous and nonsynonymous nucleotide substitutions. Mol Biol Evol 3(5):418–426PubMed Nei M, Gojobori T (1986) Simple methods for estimating the numbers of synonymous and nonsynonymous nucleotide substitutions. Mol Biol Evol 3(5):418–426PubMed
31.
go back to reference Weaver S, Shank SD, Spielman SJ, Li M, Muse SV, Pond SLK (2018) Datamonkey 2.0: a modern web application for characterizing selective and other evolutionary processes. Mol Biol Evol 35(3):773–777PubMedCentralCrossRefPubMed Weaver S, Shank SD, Spielman SJ, Li M, Muse SV, Pond SLK (2018) Datamonkey 2.0: a modern web application for characterizing selective and other evolutionary processes. Mol Biol Evol 35(3):773–777PubMedCentralCrossRefPubMed
32.
go back to reference Pond SLK, Frost SDW (2005) Not so different after all: a comparison of methods for detecting amino acid sites under selection. Mol Biol Evol 22(5):1208–1222CrossRef Pond SLK, Frost SDW (2005) Not so different after all: a comparison of methods for detecting amino acid sites under selection. Mol Biol Evol 22(5):1208–1222CrossRef
33.
go back to reference Murrell B, Wertheim JO, Moola S, Weighill T, Scheffler K, Pond SLK (2012) Detecting individual sites subject to episodic diversifying selection. Plos Genet 8(7):e1002764PubMedPubMedCentralCrossRef Murrell B, Wertheim JO, Moola S, Weighill T, Scheffler K, Pond SLK (2012) Detecting individual sites subject to episodic diversifying selection. Plos Genet 8(7):e1002764PubMedPubMedCentralCrossRef
34.
go back to reference Murrell B, Moola S, Mabona A, Weighill T, Sheward D, Pond SLK, Scheffler K (2013) FUBAR: a fast, unconstrained bayesian approximation for inferring selection. Mol Biol Evol 30(5):1196–1205PubMedPubMedCentralCrossRef Murrell B, Moola S, Mabona A, Weighill T, Sheward D, Pond SLK, Scheffler K (2013) FUBAR: a fast, unconstrained bayesian approximation for inferring selection. Mol Biol Evol 30(5):1196–1205PubMedPubMedCentralCrossRef
35.
go back to reference Tsai KJ, Hsu WC, Chuang WC, Chang JC, Tu YC, Tsai HJ, Liu HF, Wang FI, Lee SH (2016) Emergence of a sylvatic enzootic formosan ferret badger-associated rabies in Taiwan and the geographical separation of two phylogenetic groups of rabies viruses. Vet Microbiol 182:28–34PubMedCrossRef Tsai KJ, Hsu WC, Chuang WC, Chang JC, Tu YC, Tsai HJ, Liu HF, Wang FI, Lee SH (2016) Emergence of a sylvatic enzootic formosan ferret badger-associated rabies in Taiwan and the geographical separation of two phylogenetic groups of rabies viruses. Vet Microbiol 182:28–34PubMedCrossRef
36.
go back to reference Zhou H, Vong S, Liu K, Li Y, Mu D, Wang LP, Yin WW, Yu HJ (2016) Human Rabies in China, 1960–2014: a descriptive epidemiological study. Plos Neglected Tropical Diseases 10(8):e0004874PubMedPubMedCentralCrossRef Zhou H, Vong S, Liu K, Li Y, Mu D, Wang LP, Yin WW, Yu HJ (2016) Human Rabies in China, 1960–2014: a descriptive epidemiological study. Plos Neglected Tropical Diseases 10(8):e0004874PubMedPubMedCentralCrossRef
37.
go back to reference Perez-Losada M, Arenas M, Galan JC, Palero F, Gonzalez-Candelas F (2015) Recombination in viruses: mechanisms, methods of study, and evolutionary consequences. Infect Genet Evol 30:296–307PubMedCrossRef Perez-Losada M, Arenas M, Galan JC, Palero F, Gonzalez-Candelas F (2015) Recombination in viruses: mechanisms, methods of study, and evolutionary consequences. Infect Genet Evol 30:296–307PubMedCrossRef
38.
go back to reference Baghi HB, Bazmani A, Aghazadeh M (2016) The fight against rabies: the Middle East needs to step up its game. Lancet 388(10054):1880PubMedCrossRef Baghi HB, Bazmani A, Aghazadeh M (2016) The fight against rabies: the Middle East needs to step up its game. Lancet 388(10054):1880PubMedCrossRef
Metadata
Title
Phylodynamic and transmission pattern of rabies virus in China and its neighboring countries
Authors
Lina Wang
Xiaoming Wu
Junpeng Bao
Changxin Song
Jianqiang Du
Publication date
01-08-2019
Publisher
Springer Vienna
Keyword
Rabies
Published in
Archives of Virology / Issue 8/2019
Print ISSN: 0304-8608
Electronic ISSN: 1432-8798
DOI
https://doi.org/10.1007/s00705-019-04297-8

Other articles of this Issue 8/2019

Archives of Virology 8/2019 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.