Dynamic Molecular Epidemiology Reveals Lineage-Associated Single-Nucleotide Variants That Alter RNA Structure in Chikungunya Virus

Chikungunya virus (CHIKV) is an emerging Alphavirus which causes millions of human infections every year. Outbreaks have been reported in Africa and Asia since the early 1950s, from three CHIKV lineages: West African, East Central South African, and Asian Urban. As new outbreaks occurred in the Amer...

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Published in:Genes Vol. 12; no. 2; p. 239
Main Authors: Spicher, Thomas, Delitz, Markus, Schneider, Adriano de Bernardi, Wolfinger, Michael T.
Format: Journal Article
Language:English
Published: Switzerland MDPI AG 08.02.2021
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ISSN:2073-4425, 2073-4425
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Abstract Chikungunya virus (CHIKV) is an emerging Alphavirus which causes millions of human infections every year. Outbreaks have been reported in Africa and Asia since the early 1950s, from three CHIKV lineages: West African, East Central South African, and Asian Urban. As new outbreaks occurred in the Americas, individual strains from the known lineages have evolved, creating new monophyletic groups that generated novel geographic-based lineages. Building on a recently updated phylogeny of CHIKV, we report here the availability of an interactive CHIKV phylodynamics dataset, which is based on more than 900 publicly available CHIKV genomes. We provide an interactive view of CHIKV molecular epidemiology built on Nextstrain, a web-based visualization framework for real-time tracking of pathogen evolution. CHIKV molecular epidemiology reveals single nucleotide variants that change the stability and fold of locally stable RNA structures. We propose alternative RNA structure formation in different CHIKV lineages by predicting more than a dozen RNA elements that are subject to perturbation of the structure ensemble upon variation of a single nucleotide.
AbstractList Chikungunya virus (CHIKV) is an emerging which causes millions of human infections every year. Outbreaks have been reported in Africa and Asia since the early 1950s, from three CHIKV lineages: West African, East Central South African, and Asian Urban. As new outbreaks occurred in the Americas, individual strains from the known lineages have evolved, creating new monophyletic groups that generated novel geographic-based lineages. Building on a recently updated phylogeny of CHIKV, we report here the availability of an interactive CHIKV phylodynamics dataset, which is based on more than 900 publicly available CHIKV genomes. We provide an interactive view of CHIKV molecular epidemiology built on Nextstrain, a web-based visualization framework for real-time tracking of pathogen evolution. CHIKV molecular epidemiology reveals single nucleotide variants that change the stability and fold of locally stable RNA structures. We propose alternative RNA structure formation in different CHIKV lineages by predicting more than a dozen RNA elements that are subject to perturbation of the structure ensemble upon variation of a single nucleotide.
Chikungunya virus (CHIKV) is an emerging Alphavirus which causes millions of human infections every year. Outbreaks have been reported in Africa and Asia since the early 1950s, from three CHIKV lineages: West African, East Central South African, and Asian Urban. As new outbreaks occurred in the Americas, individual strains from the known lineages have evolved, creating new monophyletic groups that generated novel geographic-based lineages. Building on a recently updated phylogeny of CHIKV, we report here the availability of an interactive CHIKV phylodynamics dataset, which is based on more than 900 publicly available CHIKV genomes. We provide an interactive view of CHIKV molecular epidemiology built on Nextstrain, a web-based visualization framework for real-time tracking of pathogen evolution. CHIKV molecular epidemiology reveals single nucleotide variants that change the stability and fold of locally stable RNA structures. We propose alternative RNA structure formation in different CHIKV lineages by predicting more than a dozen RNA elements that are subject to perturbation of the structure ensemble upon variation of a single nucleotide.
Chikungunya virus (CHIKV) is an emerging Alphavirus which causes millions of human infections every year. Outbreaks have been reported in Africa and Asia since the early 1950s, from three CHIKV lineages: West African, East Central South African, and Asian Urban. As new outbreaks occurred in the Americas, individual strains from the known lineages have evolved, creating new monophyletic groups that generated novel geographic-based lineages. Building on a recently updated phylogeny of CHIKV, we report here the availability of an interactive CHIKV phylodynamics dataset, which is based on more than 900 publicly available CHIKV genomes. We provide an interactive view of CHIKV molecular epidemiology built on Nextstrain, a web-based visualization framework for real-time tracking of pathogen evolution. CHIKV molecular epidemiology reveals single nucleotide variants that change the stability and fold of locally stable RNA structures. We propose alternative RNA structure formation in different CHIKV lineages by predicting more than a dozen RNA elements that are subject to perturbation of the structure ensemble upon variation of a single nucleotide.Chikungunya virus (CHIKV) is an emerging Alphavirus which causes millions of human infections every year. Outbreaks have been reported in Africa and Asia since the early 1950s, from three CHIKV lineages: West African, East Central South African, and Asian Urban. As new outbreaks occurred in the Americas, individual strains from the known lineages have evolved, creating new monophyletic groups that generated novel geographic-based lineages. Building on a recently updated phylogeny of CHIKV, we report here the availability of an interactive CHIKV phylodynamics dataset, which is based on more than 900 publicly available CHIKV genomes. We provide an interactive view of CHIKV molecular epidemiology built on Nextstrain, a web-based visualization framework for real-time tracking of pathogen evolution. CHIKV molecular epidemiology reveals single nucleotide variants that change the stability and fold of locally stable RNA structures. We propose alternative RNA structure formation in different CHIKV lineages by predicting more than a dozen RNA elements that are subject to perturbation of the structure ensemble upon variation of a single nucleotide.
Author Spicher, Thomas
Delitz, Markus
Wolfinger, Michael T.
Schneider, Adriano de Bernardi
AuthorAffiliation 1 Department of Theoretical Chemistry, University of Vienna, Währingerstraße 17, 1090 Vienna, Austria; a01346576@unet.univie.ac.at (T.S.); delitzm93@univie.ac.at (M.D.)
3 Research Group Bioinformatics and Computational Biology, Faculty of Computer Science, University of Vienna, Währingerstraße 29, 1090 Vienna, Austria
2 AntiViral Research Center, Department of Medicine, University of California San Diego, San Diego, CA 92103, USA; adebernardischneider@health.ucsd.edu
AuthorAffiliation_xml – name: 1 Department of Theoretical Chemistry, University of Vienna, Währingerstraße 17, 1090 Vienna, Austria; a01346576@unet.univie.ac.at (T.S.); delitzm93@univie.ac.at (M.D.)
– name: 3 Research Group Bioinformatics and Computational Biology, Faculty of Computer Science, University of Vienna, Währingerstraße 29, 1090 Vienna, Austria
– name: 2 AntiViral Research Center, Department of Medicine, University of California San Diego, San Diego, CA 92103, USA; adebernardischneider@health.ucsd.edu
Author_xml – sequence: 1
  givenname: Thomas
  surname: Spicher
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  givenname: Michael T.
  orcidid: 0000-0003-0925-5205
  surname: Wolfinger
  fullname: Wolfinger, Michael T.
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Cites_doi 10.1093/nar/gky012
10.1016/j.antiviral.2015.04.016
10.1101/2020.06.06.20123968
10.1016/j.micinf.2009.09.004
10.1093/molbev/msw054
10.1016/0035-9203(55)90080-8
10.1371/currents.outbreaks.4200119978d62ccaa454599cd2735727
10.1016/S1473-3099(07)70107-X
10.1038/nature12946
10.3201/eid2104.141723
10.1007/978-3-319-23898-2
10.1093/ve/vex042
10.1126/science.288.5463.55d
10.1186/1748-7188-6-26
10.1099/jgv.0.001387
10.1371/journal.ppat.1003591
10.1093/bioinformatics/bty407
10.3201/eid1305.070015
10.1073/pnas.0404206101
10.3201/eid2105.141727
10.1371/journal.pone.0196857
10.1371/journal.pgen.1001074
10.1097/COH.0000000000000534
10.1089/vbz.2009.0026
10.1093/molbev/msy096
10.1016/j.virusres.2015.02.025
10.1371/journal.pcbi.1006117
10.1371/journal.pone.0060874
10.1093/nargab/lqaa057
10.1371/journal.ppat.0030201
10.1093/infdis/jiw390
10.1006/viro.1997.8907
10.4269/ajtmh.2007.77.727
10.1093/infdis/jiw391
10.1128/JVI.01289-12
10.1093/bioinformatics/btaa692
10.1128/JVI.05591-11
10.4103/0028-3886.51289
10.1093/bioinformatics/btz646
10.3390/genes12010014
10.1093/bioinformatics/bts480
10.1101/698522
10.1016/j.coviro.2016.02.007
10.1093/nar/gkv1276
10.1101/565580
10.1371/journal.pmed.0030263
10.1261/rna.029900.111
10.1016/j.virusres.2015.01.016
10.1128/JVI.01603-09
10.1371/journal.ppat.1007706
10.1093/nar/gkv010
10.1080/15476286.2017.1349047
10.1186/1743-422X-5-33
10.1186/s12916-015-0348-x
10.1128/JVI.00701-20
10.1016/S0140-6736(07)61779-6
10.3390/v11050401
10.1101/2020.06.08.20125567
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Keywords molecular epidemiology
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Chikungunya virus
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References Pialoux (ref_7) 2007; 7
ref_58
ref_13
Martin (ref_38) 2012; 18
ref_11
ref_10
ref_54
Her (ref_4) 2009; 11
Delatte (ref_12) 2010; 10
Rezza (ref_20) 2007; 370
Robertson (ref_63) 2000; 288
Lorenz (ref_55) 2011; 6
Yang (ref_33) 2015; 206
Chandak (ref_1) 2009; 57
ref_19
ref_17
ref_16
Kumar (ref_50) 2016; 33
ref_59
Tsetsarkin (ref_9) 2016; 16
Corley (ref_40) 2015; 43
Ross (ref_6) 1956; 54
Teixeira (ref_18) 2015; 21
Miladi (ref_56) 2020; 37
ref_66
ref_65
ref_64
ref_62
Robinson (ref_5) 1955; 49
ref_29
Halstead (ref_25) 2015; 21
Strauss (ref_26) 1994; 58
Madden (ref_35) 2020; 94
Renault (ref_8) 2007; 77
Forrester (ref_2) 2011; 86
Weaver (ref_3) 2015; 120
Pfeffer (ref_36) 1998; 240
He (ref_41) 2019; 9
Lanciotti (ref_21) 2007; 13
ref_32
ref_31
Rahmann (ref_53) 2012; 28
ref_30
Lin (ref_42) 2020; 2
Faure (ref_67) 2017; 14
Leroy (ref_22) 2008; 5
Volk (ref_15) 2010; 84
Kumar (ref_51) 2018; 35
Campbell (ref_44) 2018; 19
Kutchko (ref_34) 2018; 46
ref_37
Sagulenko (ref_57) 2018; 4
Bbosa (ref_61) 2019; 14
Hyde (ref_28) 2015; 206
Powers (ref_14) 2000; 81
Wan (ref_39) 2014; 505
McNaughton (ref_60) 2020; 101
ref_47
Zeller (ref_23) 2016; 214
ref_45
Yactayo (ref_24) 2016; 214
Li (ref_27) 2012; 86
Ford (ref_43) 2020; 36
Hadfield (ref_46) 2018; 34
Tamura (ref_52) 2004; 101
ref_48
Clark (ref_49) 2016; 44
References_xml – volume: 46
  start-page: 3657
  year: 2018
  ident: ref_34
  article-title: Structural divergence creates new functional features in alphavirus genomes
  publication-title: Nucleic Acids Res.
  doi: 10.1093/nar/gky012
– volume: 120
  start-page: 32
  year: 2015
  ident: ref_3
  article-title: Chikungunya: Evolutionary history and recent epidemic spread
  publication-title: Antivir. Res.
  doi: 10.1016/j.antiviral.2015.04.016
– ident: ref_62
  doi: 10.1101/2020.06.06.20123968
– volume: 11
  start-page: 1165
  year: 2009
  ident: ref_4
  article-title: Chikungunya: A bending reality
  publication-title: Microbes Infect.
  doi: 10.1016/j.micinf.2009.09.004
– volume: 33
  start-page: 1870
  year: 2016
  ident: ref_50
  article-title: MEGA7: Molecular evolutionary genetics analysis version 7.0 for bigger datasets
  publication-title: Mol. Biol. Evol.
  doi: 10.1093/molbev/msw054
– volume: 49
  start-page: 28
  year: 1955
  ident: ref_5
  article-title: An Epidemic Of Virus Disease In Southern Province, Tanganyika Territory
  publication-title: Trans. R. Soc. Trop. Med. Hyg.
  doi: 10.1016/0035-9203(55)90080-8
– ident: ref_64
  doi: 10.1371/currents.outbreaks.4200119978d62ccaa454599cd2735727
– volume: 58
  start-page: 491
  year: 1994
  ident: ref_26
  article-title: The Alphaviruses: Gene Expression, Replication, and Evolution
  publication-title: Microbiol. Mol. Biol. R.
– volume: 7
  start-page: 319
  year: 2007
  ident: ref_7
  article-title: Chikungunya, an epidemic arbovirosis
  publication-title: Lancet Infect. Dis.
  doi: 10.1016/S1473-3099(07)70107-X
– volume: 505
  start-page: 706
  year: 2014
  ident: ref_39
  article-title: Landscape and variation of RNA secondary structure across the human transcriptome
  publication-title: Nature
  doi: 10.1038/nature12946
– volume: 21
  start-page: 557
  year: 2015
  ident: ref_25
  article-title: Reappearance of chikungunya, formerly called dengue, in the Americas
  publication-title: Emerg. Infect. Dis.
  doi: 10.3201/eid2104.141723
– ident: ref_65
  doi: 10.1007/978-3-319-23898-2
– volume: 4
  start-page: vex042
  year: 2018
  ident: ref_57
  article-title: TreeTime: Maximum-likelihood phylodynamic analysis
  publication-title: Virus Evol.
  doi: 10.1093/ve/vex042
– volume: 288
  start-page: 55
  year: 2000
  ident: ref_63
  article-title: HIV-1 nomenclature proposal
  publication-title: Science
  doi: 10.1126/science.288.5463.55d
– volume: 6
  start-page: 26
  year: 2011
  ident: ref_55
  article-title: ViennaRNA Package 2.0
  publication-title: Algorithm. Mol. Biol.
  doi: 10.1186/1748-7188-6-26
– volume: 101
  start-page: 1
  year: 2020
  ident: ref_60
  article-title: Analysis of genomic-length HBV sequences to determine genotype and subgenotype reference sequences
  publication-title: J. Gen. Virol.
  doi: 10.1099/jgv.0.001387
– ident: ref_29
  doi: 10.1371/journal.ppat.1003591
– volume: 19
  start-page: 1
  year: 2018
  ident: ref_44
  article-title: outbreaker2: A modular platform for outbreak reconstruction
  publication-title: BMB Bioinform.
– volume: 34
  start-page: 4121
  year: 2018
  ident: ref_46
  article-title: Nextstrain: Real-time tracking of pathogen evolution
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/bty407
– volume: 13
  start-page: 764
  year: 2007
  ident: ref_21
  article-title: Chikungunya virus in US travelers returning from India, 2006
  publication-title: Emerg. Infect. Dis.
  doi: 10.3201/eid1305.070015
– volume: 101
  start-page: 11030
  year: 2004
  ident: ref_52
  article-title: Prospects for inferring very large phylogenies by using the neighbor-joining method
  publication-title: Proc. Natl. Acad. Sci. USA
  doi: 10.1073/pnas.0404206101
– volume: 21
  start-page: 906
  year: 2015
  ident: ref_18
  article-title: East/Central/South African genotype Chikungunya virus, Brazil, 2014
  publication-title: Emerg. Infect. Dis.
  doi: 10.3201/eid2105.141727
– ident: ref_19
  doi: 10.1371/journal.pone.0196857
– ident: ref_37
  doi: 10.1371/journal.pgen.1001074
– volume: 14
  start-page: 153
  year: 2019
  ident: ref_61
  article-title: HIV subtype diversity worldwide
  publication-title: Curr. Opin. HIV Aids
  doi: 10.1097/COH.0000000000000534
– volume: 10
  start-page: 249
  year: 2010
  ident: ref_12
  article-title: Blood-feeding behavior of Aedes albopictus, a Vector of Chikungunya on la Reunion. (Report)
  publication-title: Vector-Borne Zoonotic Dis.
  doi: 10.1089/vbz.2009.0026
– volume: 35
  start-page: 1547
  year: 2018
  ident: ref_51
  article-title: MEGA X: Molecular evolutionary genetics analysis across computing platforms
  publication-title: Mol. Biol. Evol.
  doi: 10.1093/molbev/msy096
– ident: ref_48
– volume: 206
  start-page: 120
  year: 2015
  ident: ref_33
  article-title: The structure and functions of coronavirus genomic 3’ and 5’ ends
  publication-title: Virus Res.
  doi: 10.1016/j.virusres.2015.02.025
– ident: ref_45
  doi: 10.1371/journal.pcbi.1006117
– ident: ref_13
  doi: 10.1371/journal.pone.0060874
– volume: 2
  start-page: lqaa057
  year: 2020
  ident: ref_42
  article-title: Identification and analysis of RNA structural disruptions induced by single nucleotide variants using Riprap and RiboSNitchDB
  publication-title: NAR Genom. Bioinform.
  doi: 10.1093/nargab/lqaa057
– ident: ref_59
  doi: 10.1371/journal.ppat.0030201
– ident: ref_66
– volume: 214
  start-page: S441
  year: 2016
  ident: ref_24
  article-title: Epidemiology of Chikungunya in the Americas
  publication-title: J. Infect. Dis.
  doi: 10.1093/infdis/jiw390
– volume: 240
  start-page: 100
  year: 1998
  ident: ref_36
  article-title: The Alphavirus 3’-Nontranslated Region: Size Heterogeneity and Arrangement of Repeated Sequence Elements
  publication-title: Virology
  doi: 10.1006/viro.1997.8907
– volume: 77
  start-page: 727
  year: 2007
  ident: ref_8
  article-title: A major epidemic of chikungunya virus infection on Réunion Island, France, 2005–2006
  publication-title: Am. J. Trop. Med. Hyg.
  doi: 10.4269/ajtmh.2007.77.727
– volume: 214
  start-page: S436
  year: 2016
  ident: ref_23
  article-title: Chikungunya: Its history in Africa and Asia and its spread to new regions in 2013–2014
  publication-title: J. Infect. Dis.
  doi: 10.1093/infdis/jiw391
– volume: 86
  start-page: 8904
  year: 2012
  ident: ref_27
  article-title: Complete genome sequence of a Chikungunya virus isolated in Guangdong, China
  publication-title: J. Virol.
  doi: 10.1128/JVI.01289-12
– ident: ref_58
  doi: 10.1093/bioinformatics/btaa692
– volume: 86
  start-page: 2729
  year: 2011
  ident: ref_2
  article-title: Genome-scale phylogeny of the alphavirus genus suggests a marine origin
  publication-title: J. Virol.
  doi: 10.1128/JVI.05591-11
– volume: 57
  start-page: 177
  year: 2009
  ident: ref_1
  article-title: Neurological complications of Chikungunya virus infection. (Original Article) (Clinical report)
  publication-title: Neurol. India
  doi: 10.4103/0028-3886.51289
– volume: 36
  start-page: 945
  year: 2020
  ident: ref_43
  article-title: StrainHub: A phylogenetic tool to construct pathogen transmission networks
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btz646
– ident: ref_54
  doi: 10.3390/genes12010014
– volume: 81
  start-page: 471
  year: 2000
  ident: ref_14
  article-title: Re-emergence of Chikungunya and O’nyong-nyong viruses: Evidence for distinct geographical lineages and distant evolutionary relationships
  publication-title: J. Gen. Virol.
– volume: 37
  start-page: 1
  year: 2020
  ident: ref_56
  article-title: MutaRNA: Analysis and visualization of mutation-induced changes in RNA structure
  publication-title: Nucleic Acids Res.
– volume: 28
  start-page: 2520
  year: 2012
  ident: ref_53
  article-title: Snakemake—A scalable bioinformatics workflow engine
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/bts480
– ident: ref_16
  doi: 10.1101/698522
– volume: 16
  start-page: 143
  year: 2016
  ident: ref_9
  article-title: Interspecies transmission and chikungunya virus emergence
  publication-title: Curr. Opin. Virol.
  doi: 10.1016/j.coviro.2016.02.007
– ident: ref_11
– volume: 44
  start-page: D67
  year: 2016
  ident: ref_49
  article-title: GenBank
  publication-title: Nucleic Acids Res.
  doi: 10.1093/nar/gkv1276
– ident: ref_32
  doi: 10.1101/565580
– ident: ref_10
  doi: 10.1371/journal.pmed.0030263
– volume: 18
  start-page: 77
  year: 2012
  ident: ref_38
  article-title: Structural effects of linkage disequilibrium on the transcriptome
  publication-title: RNA
  doi: 10.1261/rna.029900.111
– volume: 206
  start-page: 99
  year: 2015
  ident: ref_28
  article-title: The 5’ and 3’ ends of alphavirus RNAs–non-coding is not non-functional
  publication-title: Virus Res.
  doi: 10.1016/j.virusres.2015.01.016
– volume: 84
  start-page: 6497
  year: 2010
  ident: ref_15
  article-title: Genome-Scale Phylogenetic Analyses of Chikungunya Virus Reveal Independent Emergences of Recent Epidemics and Various Evolutionary Rates
  publication-title: J. Virol.
  doi: 10.1128/JVI.01603-09
– ident: ref_30
  doi: 10.1371/journal.ppat.1007706
– volume: 43
  start-page: 1859
  year: 2015
  ident: ref_40
  article-title: Detecting riboSNitches with RNA folding algorithms: A genome-wide benchmark
  publication-title: Nucleic Acid Res.
  doi: 10.1093/nar/gkv010
– volume: 14
  start-page: 1649
  year: 2017
  ident: ref_67
  article-title: Adaptation of mRNA structure to control protein folding
  publication-title: RNA Biol.
  doi: 10.1080/15476286.2017.1349047
– volume: 5
  start-page: 33
  year: 2008
  ident: ref_22
  article-title: Chikungunya virus adapts to tiger mosquito via evolutionary convergence: A sign of things to come?
  publication-title: Virol. J.
  doi: 10.1186/1743-422X-5-33
– volume: 9
  start-page: 1
  year: 2019
  ident: ref_41
  article-title: Integrative Analysis of Somatic Mutations in Non-coding Regions Altering RNA Secondary Structures in Cancer Genomes
  publication-title: Sci. Rep.
– volume: 54
  start-page: 177
  year: 1956
  ident: ref_6
  article-title: The Newala epidemic: III. The virus: Isolation, pathogenic properties and relationship to the epidemic
  publication-title: Epidemiol. Infect.
– ident: ref_17
  doi: 10.1186/s12916-015-0348-x
– volume: 94
  start-page: e00701-20
  year: 2020
  ident: ref_35
  article-title: Using SHAPE-MaP to model RNA secondary structure and identify 3’UTR variation in chikungunya virus
  publication-title: J. Virol.
  doi: 10.1128/JVI.00701-20
– volume: 370
  start-page: 1840
  year: 2007
  ident: ref_20
  article-title: Infection with Chikungunya virus in Italy: An outbreak in a temperate region
  publication-title: Lancet
  doi: 10.1016/S0140-6736(07)61779-6
– ident: ref_31
  doi: 10.3390/v11050401
– ident: ref_47
  doi: 10.1101/2020.06.08.20125567
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Snippet Chikungunya virus (CHIKV) is an emerging Alphavirus which causes millions of human infections every year. Outbreaks have been reported in Africa and Asia since...
Chikungunya virus (CHIKV) is an emerging which causes millions of human infections every year. Outbreaks have been reported in Africa and Asia since the early...
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StartPage 239
SubjectTerms Africa
Arthropods
Asia
Chikungunya virus
data collection
Epidemics
Epidemiology
Genomes
humans
Internet
molecular epidemiology
monophyly
Mutation
Outbreaks
Pathogens
Phylogenetics
Phylogeny
Proteins
Ribonucleic acid
RNA
RNA viruses
Viruses
Title Dynamic Molecular Epidemiology Reveals Lineage-Associated Single-Nucleotide Variants That Alter RNA Structure in Chikungunya Virus
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https://pubmed.ncbi.nlm.nih.gov/PMC7914560
Volume 12
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