Coordinated evolution of the hepatitis C virus

Hepatitis C virus is a genetically heterogeneous RNA virus that is a major cause of liver disease worldwide. Here, we show that, despite its extensive heterogeneity, the evolution of hepatitis C virus is primarily shaped by negative selection and that numerous coordinated substitutions in the polypr...

Full description

Saved in:
Bibliographic Details
Published in:Proceedings of the National Academy of Sciences - PNAS Vol. 105; no. 28; pp. 9685 - 9690
Main Authors: Campo, D.S, Dimitrova, Z, Mitchell, R.J, Lara, J, Khudyakov, Y
Format: Journal Article
Language:English
Published: United States National Academy of Sciences 15-07-2008
National Acad Sciences
Subjects:
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract Hepatitis C virus is a genetically heterogeneous RNA virus that is a major cause of liver disease worldwide. Here, we show that, despite its extensive heterogeneity, the evolution of hepatitis C virus is primarily shaped by negative selection and that numerous coordinated substitutions in the polyprotein can be organized into a scale-free network whose degree of connections between sites follows a power-law distribution. This network shares all major properties with many complex biological and technological networks. The topological structure and hierarchical organization of this network suggest that a small number of amino acid sites exert extensive impact on hepatitis C virus evolution. Nonstructural proteins are enriched for negatively selected sites of high centrality, whereas structural proteins are enriched for positively selected sites located in the periphery of the network. The complex network of coordinated substitutions is an emergent property of genetic systems with implications for evolution, vaccine research, and drug development. In addition to such properties as polymorphism or strength of selection, the epistatic connectivity mapped in the network is important for typing individual sites, proteins, or entire genetic systems. The network topology may help devise molecular intervention strategies for disrupting viral functions or impeding compensatory changes for vaccine escape or drug resistance mutations. Also, it may be used to find new therapeutic targets, as suggested in this study for the NS4A protein, which plays an important role in the network.
AbstractList Hepatitis C virus is a genetically heterogeneous RNA virus that is a major cause of liver disease worldwide. Here, we show that, despite its extensive heterogeneity, the evolution of hepatitis C virus is primarily shaped by negative selection and that numerous coordinated substitutions in the polyprotein can be organized into a scale-free network whose degree of connections between sites follows a power-law distribution. This network shares all major properties with many complex biological and technological networks. The topological structure and hierarchical organization of this network suggest that a small number of amino acid sites exert extensive impact on hepatitis C virus evolution. Nonstructural proteins are enriched for negatively selected sites of high centrality, whereas structural proteins are enriched for positively selected sites located in the periphery of the network. The complex network of coordinated substitutions is an emergent property of genetic systems with implications for evolution, vaccine research, and drug development. In addition to such properties as polymorphism or strength of selection, the epistatic connectivity mapped in the network is important for typing individual sites, proteins, or entire genetic systems. The network topology may help devise molecular intervention strategies for disrupting viral functions or impeding compensatory changes for vaccine escape or drug resistance mutations. Also, it may be used to find new therapeutic targets, as suggested in this study for the NS4A protein, which plays an important role in the network. complex systems scale-free network covariation natural selection epistasis
Hepatitis C virus is a genetically heterogeneous RNA virus that is a major cause of liver disease worldwide. Here, we show that, despite its extensive heterogeneity, the evolution of hepatitis C virus is primarily shaped by negative selection and that numerous coordinated substitutions in the polyprotein can be organized into a scale-free network whose degree of connections between sites follows a power-law distribution. This network shares all major properties with many complex biological and technological networks. The topological structure and hierarchical organization of this network suggest that a small number of amino acid sites exert extensive impact on hepatitis C virus evolution. Nonstructural proteins are enriched for negatively selected sites of high centrality, whereas structural proteins are enriched for positively selected sites located in the periphery of the network. The complex network of coordinated substitutions is an emergent property of genetic systems with implications for evolution, vaccine research, and drug development. In addition to such properties as polymorphism or strength of selection, the epistatic connectivity mapped in the network is important for typing individual sites, proteins, or entire genetic systems. The network topology may help devise molecular intervention strategies for disrupting viral functions or impeding compensatory changes for vaccine escape or drug resistance mutations. Also, it may be used to find new therapeutic targets, as suggested in this study for the NS4A protein, which plays an important role in the network.
Hepatitis C virus is a genetically heterogeneous RNA virus that is a major cause of liver disease worldwide. Here, we show that, despite its extensive heterogeneity, the evolution of hepatitis C virus is primarily shaped by negative selection and that numerous coordinated substitutions in the polyprotein can be organized into a scale-free network whose degree of connections between sites follows a power-law distribution. This network shares all major properties with many complex biological and technological networks. The topological structure and hierarchical organization of this network suggest that a small number of amino acid sites exert extensive impact on hepatitis C virus evolution. Nonstructural proteins are enriched for negatively selected sites of high centrality, whereas structural proteins are enriched for positively selected sites located in the periphery of the network. The complex network of coordinated substitutions is an emergent property of genetic systems with implications for evolution, vaccine research, and drug development. In addition to such properties as polymorphism or strength of selection, the epistatic connectivity mapped in the network is important for typing individual sites, proteins, or entire genetic systems. The network topology may help devise molecular intervention strategies for disrupting viral functions or impeding compensatory changes for vaccine escape or drug resistance mutations. Also, it may be used to find new therapeutic targets, as suggested in this study for the NS4A protein, which plays an important role in the network. [PUBLICATION ABSTRACT]
Author Lara, J
Campo, D.S
Dimitrova, Z
Mitchell, R.J
Khudyakov, Y
Author_xml – sequence: 1
  fullname: Campo, D.S
– sequence: 2
  fullname: Dimitrova, Z
– sequence: 3
  fullname: Mitchell, R.J
– sequence: 4
  fullname: Lara, J
– sequence: 5
  fullname: Khudyakov, Y
BackLink https://www.ncbi.nlm.nih.gov/pubmed/18621679$$D View this record in MEDLINE/PubMed
BookMark eNqF0r9vEzEUB3ALFdG0MDMBJ4aqy6XPv872UglFlFaq1AE6W747u3F0OQfbF8F_j6NEDTDA5OF93lf2ez5DJ2MYLUJvMcwxCHq1GU2agwQsBMPAX6AZBoXrhik4QTMAImrJCDtFZymtAEBxCa_QKZYNwY1QMzRfhBB7P5ps-8puwzBlH8YquCovbbW0G5N99qlaVFsfp_QavXRmSPbN4TxHjzefvy1u6_uHL3eLT_d1xznJtWs5s9i2sgfCDWdKtBgT6XivhHPcKEKpFdb0XduXSu9AOdWKzuIeMwKOnqPrfe5mate27-yYoxn0Jvq1iT91MF7_WRn9Uj-FrSZMME5lCbg4BMTwfbIp67VPnR0GM9owJd0oWoYgm_9CAlIKTkiBH_-CqzDFsUyhGEw5wRIXdLVHXQwpReuer4xB7zamdxvTx42Vjve_v_ToDysq4PIAdp3HOK6J1KqRXLtpGLL9kQv98G9axLu9WKUc4jMhnDUUKDsmOBO0eYo-6cevu-eVr4MbRhT9BZn7vpA
CitedBy_id crossref_primary_10_1128_AAC_00650_09
crossref_primary_10_1371_journal_pone_0025232
crossref_primary_10_1371_journal_pone_0025530
crossref_primary_10_1016_j_cld_2009_11_008
crossref_primary_10_1016_j_meegid_2011_04_006
crossref_primary_10_1128_JVI_02204_10
crossref_primary_10_1186_1743_422X_6_67
crossref_primary_10_1128_JVI_06857_11
crossref_primary_10_3390_ijms21113859
crossref_primary_10_1016_j_meegid_2013_10_021
crossref_primary_10_1016_j_virol_2010_06_018
crossref_primary_10_1371_journal_pone_0103748
crossref_primary_10_1371_journal_pone_0123561
crossref_primary_10_1093_ve_veaa103
crossref_primary_10_1134_S1068162021030031
crossref_primary_10_1089_cmb_2022_0395
crossref_primary_10_1099_vir_0_033910_0
crossref_primary_10_1038_s41467_024_47304_6
crossref_primary_10_1128_JVI_01849_08
crossref_primary_10_1128_JVI_02197_10
crossref_primary_10_1371_journal_pgen_1006508
crossref_primary_10_1172_JCI38069
crossref_primary_10_1371_journal_pone_0056201
crossref_primary_10_1007_s13337_014_0240_x
crossref_primary_10_1016_j_meegid_2014_03_011
crossref_primary_10_1073_pnas_2220294120
crossref_primary_10_1016_j_meegid_2018_07_039
crossref_primary_10_1105_tpc_114_134353
crossref_primary_10_1128_JVI_01889_10
crossref_primary_10_1128_JVI_01931_15
crossref_primary_10_1128_JVI_06050_11
crossref_primary_10_1002_hep_24076
crossref_primary_10_3389_fimmu_2020_02057
crossref_primary_10_1002_hep_23101
crossref_primary_10_1016_j_meegid_2017_01_010
crossref_primary_10_4236_ns_2014_69061
crossref_primary_10_1002_hep_27734
crossref_primary_10_1172_JCI37085
crossref_primary_10_1002_jmr_2466
crossref_primary_10_2217_fvl_09_63
crossref_primary_10_1038_clpt_2014_20
crossref_primary_10_1038_s41467_019_09819_1
crossref_primary_10_1128_JVI_03812_13
Cites_doi 10.3748/wjg.v13.i17.2436
10.1103/PhysRevLett.87.198701
10.1128/JVI.78.7.3447-3454.2004
10.1534/genetics.104.039438
10.2307/3033543
10.1128/jvi.69.7.3980-3986.1995
10.1086/284325
10.1534/genetics.103.021196
10.1002/jmv.20986
10.1093/bioinformatics/bti079
10.1093/nar/gkh451
10.1093/nar/28.1.374
10.1126/science.2523562
10.1038/30918
10.1038/35019019
10.1016/S0168-8278(99)80369-9
10.1128/JVI.00937-07
10.1126/science.1101786
10.1073/pnas.0408677102
10.1038/nature04079
10.1021/bi050293e
10.1046/j.1365-2893.1999.00010.x
10.1093/oxfordjournals.molbev.a026042
10.1128/JVI.00793-07
10.1109/LCOMM.2004.823426
10.1128/jvi.71.1.790-796.1997
10.1126/science.286.5439.509
10.1126/science.1065103
10.1128/jvi.68.6.3753-3760.1994
10.1128/JVI.01899-06
10.1016/j.tim.2003.10.006
10.1128/JVI.01890-06
10.1063/1.2773951
10.1093/bioinformatics/bti671
10.1103/RevModPhys.74.47
10.1073/pnas.0701175104
10.1073/pnas.90.19.8777
10.1073/pnas.0404125101
10.1016/j.biolcel.2003.11.006
10.1038/nphys209
10.1093/nar/22.22.4673
10.1016/S0166-3542(01)00180-2
10.1128/JVI.72.6.4893-4905.1998
ContentType Journal Article
Copyright Copyright 2008 The National Academy of Sciences of the United States of America
Copyright National Academy of Sciences Jul 15, 2008
2008 by The National Academy of Sciences of the USA
Copyright_xml – notice: Copyright 2008 The National Academy of Sciences of the United States of America
– notice: Copyright National Academy of Sciences Jul 15, 2008
– notice: 2008 by The National Academy of Sciences of the USA
DBID FBQ
CGR
CUY
CVF
ECM
EIF
NPM
AAYXX
CITATION
7QG
7QL
7QP
7QR
7SN
7SS
7T5
7TK
7TM
7TO
7U9
8FD
C1K
FR3
H94
M7N
P64
RC3
7X8
5PM
DOI 10.1073/pnas.0801774105
DatabaseName AGRIS
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
CrossRef
Animal Behavior Abstracts
Bacteriology Abstracts (Microbiology B)
Calcium & Calcified Tissue Abstracts
Chemoreception Abstracts
Ecology Abstracts
Entomology Abstracts (Full archive)
Immunology Abstracts
Neurosciences Abstracts
Nucleic Acids Abstracts
Oncogenes and Growth Factors Abstracts
Virology and AIDS Abstracts
Technology Research Database
Environmental Sciences and Pollution Management
Engineering Research Database
AIDS and Cancer Research Abstracts
Algology Mycology and Protozoology Abstracts (Microbiology C)
Biotechnology and BioEngineering Abstracts
Genetics Abstracts
MEDLINE - Academic
PubMed Central (Full Participant titles)
DatabaseTitle MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
CrossRef
Virology and AIDS Abstracts
Oncogenes and Growth Factors Abstracts
Technology Research Database
Nucleic Acids Abstracts
Ecology Abstracts
Neurosciences Abstracts
Biotechnology and BioEngineering Abstracts
Environmental Sciences and Pollution Management
Entomology Abstracts
Genetics Abstracts
Animal Behavior Abstracts
Bacteriology Abstracts (Microbiology B)
Algology Mycology and Protozoology Abstracts (Microbiology C)
AIDS and Cancer Research Abstracts
Chemoreception Abstracts
Immunology Abstracts
Engineering Research Database
Calcium & Calcified Tissue Abstracts
MEDLINE - Academic
DatabaseTitleList

Virology and AIDS Abstracts

CrossRef
MEDLINE
Genetics Abstracts

Database_xml – sequence: 1
  dbid: ECM
  name: MEDLINE
  url: https://search.ebscohost.com/login.aspx?direct=true&db=cmedm&site=ehost-live
  sourceTypes: Index Database
DeliveryMethod fulltext_linktorsrc
Discipline Sciences (General)
EISSN 1091-6490
EndPage 9690
ExternalDocumentID 1512873061
10_1073_pnas_0801774105
18621679
105_28_9685
25463034
US201300916429
Genre Journal Article
Feature
GroupedDBID ---
-DZ
-~X
.55
.GJ
0R~
123
29P
2AX
2FS
2WC
3O-
4.4
53G
5RE
5VS
692
6TJ
79B
85S
AACGO
AAFWJ
AANCE
AAYJJ
ABBHK
ABOCM
ABPLY
ABPPZ
ABPTK
ABTLG
ABZEH
ACGOD
ACIWK
ACKIV
ACNCT
ACPRK
ADULT
ADZLD
AENEX
AEUPB
AEXZC
AFDAS
AFFNX
AFOSN
AFRAH
ALMA_UNASSIGNED_HOLDINGS
ASUFR
AS~
BKOMP
CS3
D0L
DCCCD
DIK
DNJUQ
DOOOF
DU5
DWIUU
E3Z
EBS
EJD
F20
F5P
FBQ
FRP
GX1
HGD
HH5
HQ3
HTVGU
HYE
JAAYA
JBMMH
JENOY
JHFFW
JKQEH
JLS
JLXEF
JPM
JSG
JSODD
JST
KQ8
L7B
LU7
MVM
N9A
NEJ
NHB
N~3
O9-
OK1
P-O
PNE
PQQKQ
R.V
RHF
RHI
RNA
RNS
RPM
RXW
SA0
SJN
TAE
TN5
UKR
VOH
VQA
W8F
WH7
WHG
WOQ
WOW
X7M
XFK
XSW
Y6R
YBH
YKV
YSK
ZA5
ZCA
ZCG
~02
~KM
ABXSQ
AQVQM
-
02
0R
1AW
55
AAPBV
ABFLS
ADACO
AJYGW
AS
DZ
KM
PQEST
X
XHC
ADACV
CGR
CUY
CVF
ECM
EIF
H13
IPSME
NPM
AAYXX
CITATION
7QG
7QL
7QP
7QR
7SN
7SS
7T5
7TK
7TM
7TO
7U9
8FD
C1K
FR3
H94
M7N
P64
RC3
7X8
5PM
ID FETCH-LOGICAL-c552t-fb54e1eb8d025a5497b1128f5d97ff5a9233e7eadcbdb11df09f9b7ce1d1420f3
IEDL.DBID RPM
ISSN 0027-8424
IngestDate Tue Sep 17 21:21:24 EDT 2024
Fri Oct 25 06:02:05 EDT 2024
Fri Oct 25 09:26:26 EDT 2024
Tue Nov 19 05:18:44 EST 2024
Thu Nov 21 21:02:08 EST 2024
Sat Sep 28 07:47:30 EDT 2024
Thu May 30 08:52:57 EDT 2019
Wed Nov 11 00:29:04 EST 2020
Fri Feb 02 07:05:48 EST 2024
Wed Dec 27 19:27:38 EST 2023
IsDoiOpenAccess false
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 28
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c552t-fb54e1eb8d025a5497b1128f5d97ff5a9233e7eadcbdb11df09f9b7ce1d1420f3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
Edited by Francisco J. Ayala, University of California, Irvine, CA, and approved April 23, 2008
Author contributions: D.S.C., R.J.M., and Y.K. designed research; D.S.C. and Z.D. performed research; D.S.C., Z.D., and J.L. analyzed data; and D.S.C. and Y.K. wrote the paper.
OpenAccessLink https://doi.org/10.1073/pnas.0801774105
PMID 18621679
PQID 201352181
PQPubID 42026
PageCount 6
ParticipantIDs pnas_primary_105_28_9685_fulltext
pubmedcentral_primary_oai_pubmedcentral_nih_gov_2474538
proquest_miscellaneous_69318686
crossref_primary_10_1073_pnas_0801774105
pubmed_primary_18621679
pnas_primary_105_28_9685
jstor_primary_25463034
proquest_journals_201352181
fao_agris_US201300916429
proquest_miscellaneous_20887522
ProviderPackageCode RNA
PNE
PublicationCentury 2000
PublicationDate 2008-07-15
PublicationDateYYYYMMDD 2008-07-15
PublicationDate_xml – month: 07
  year: 2008
  text: 2008-07-15
  day: 15
PublicationDecade 2000
PublicationPlace United States
PublicationPlace_xml – name: United States
– name: Washington
PublicationTitle Proceedings of the National Academy of Sciences - PNAS
PublicationTitleAlternate Proc Natl Acad Sci U S A
PublicationYear 2008
Publisher National Academy of Sciences
National Acad Sciences
Publisher_xml – name: National Academy of Sciences
– name: National Acad Sciences
References 15016867 - J Virol. 2004 Apr;78(7):3447-54
17552026 - World J Gastroenterol. 2007 May 7;13(17):2436-41
8985418 - J Virol. 1997 Jan;71(1):790-6
17079282 - J Virol. 2007 Jan;81(2):629-38
10935628 - Nature. 2000 Jul 27;406(6794):378-82
10563013 - Mol Biol Evol. 1999 Oct;16(10):1315-28
10592278 - Nucleic Acids Res. 2000 Jan 1;28(1):374
15851683 - Proc Natl Acad Sci U S A. 2005 May 3;102(18):6395-400
15911582 - Genetics. 2005 Jul;170(3):989-99
17854027 - J Med Virol. 2007 Nov;79(11):1617-28
11988575 - Science. 2002 May 3;296(5569):910-3
9623998 - Nature. 1998 Jun 4;393(6684):440-2
15215352 - Nucleic Acids Res. 2004 Jul 1;32(Web Server issue):W64-8
15567861 - Science. 2004 Nov 26;306(5701):1547-50
10760034 - J Viral Hepat. 1999 Jul;6 Suppl 1:41-6
11672825 - Antiviral Res. 2001 Nov;52(2):153-9
11690461 - Phys Rev Lett. 2001 Nov 5;87(19):198701
8189513 - J Virol. 1994 Jun;68(6):3753-60
17586683 - Proc Natl Acad Sci U S A. 2007 Jul 3;104(27):11150-4
2523562 - Science. 1989 Apr 21;244(4902):359-62
16159918 - Bioinformatics. 2005 Nov 15;21(22):4116-24
15509596 - Bioinformatics. 2005 Mar 1;21(5):676-9
17151123 - J Virol. 2007 Feb;81(4):1879-87
15238511 - Genetics. 2004 Jun;167(2):559-67
14659685 - Trends Microbiol. 2003 Dec;11(12):543-6
16107834 - Nature. 2005 Aug 18;436(7053):946-52
15116740 - Biol Cell. 2004 Mar;96(2):103-8
15492220 - Proc Natl Acad Sci U S A. 2004 Oct 26;101(43):15376-9
8415606 - Proc Natl Acad Sci U S A. 1993 Oct 1;90(19):8777-81
17634240 - J Virol. 2007 Oct;81(19):10220-31
10622555 - J Hepatol. 1999;31 Suppl 1:17-24
15882054 - Biochemistry. 2005 May 17;44(19):7156-65
9573256 - J Virol. 1998 Jun;72(6):4893-905
17581983 - J Virol. 2007 Sep;81(17):8905-18
10521342 - Science. 1999 Oct 15;286(5439):509-12
7984417 - Nucleic Acids Res. 1994 Nov 11;22(22):4673-80
7769656 - J Virol. 1995 Jul;69(7):3980-6
e_1_3_3_17_2
e_1_3_3_16_2
e_1_3_3_19_2
e_1_3_3_38_2
e_1_3_3_18_2
e_1_3_3_39_2
e_1_3_3_13_2
e_1_3_3_36_2
e_1_3_3_12_2
e_1_3_3_37_2
e_1_3_3_15_2
e_1_3_3_34_2
e_1_3_3_14_2
e_1_3_3_35_2
e_1_3_3_32_2
e_1_3_3_33_2
e_1_3_3_11_2
e_1_3_3_30_2
e_1_3_3_10_2
e_1_3_3_40_2
Benjamini Y (e_1_3_3_46_2) 1995; 57
(e_1_3_3_47_2) 2007
e_1_3_3_6_2
e_1_3_3_5_2
e_1_3_3_8_2
e_1_3_3_7_2
e_1_3_3_28_2
e_1_3_3_9_2
e_1_3_3_27_2
e_1_3_3_29_2
e_1_3_3_24_2
e_1_3_3_23_2
e_1_3_3_26_2
e_1_3_3_45_2
e_1_3_3_25_2
e_1_3_3_2_2
e_1_3_3_20_2
Alvarez-Hamelin I (e_1_3_3_31_2) 2006; 18
e_1_3_3_43_2
e_1_3_3_1_2
e_1_3_3_44_2
e_1_3_3_4_2
e_1_3_3_22_2
e_1_3_3_41_2
e_1_3_3_3_2
e_1_3_3_21_2
e_1_3_3_42_2
References_xml – ident: e_1_3_3_1_2
  doi: 10.3748/wjg.v13.i17.2436
– ident: e_1_3_3_21_2
  doi: 10.1103/PhysRevLett.87.198701
– ident: e_1_3_3_34_2
  doi: 10.1128/JVI.78.7.3447-3454.2004
– ident: e_1_3_3_10_2
  doi: 10.1534/genetics.104.039438
– ident: e_1_3_3_18_2
– ident: e_1_3_3_22_2
  doi: 10.2307/3033543
– ident: e_1_3_3_37_2
  doi: 10.1128/jvi.69.7.3980-3986.1995
– ident: e_1_3_3_44_2
  doi: 10.1086/284325
– ident: e_1_3_3_7_2
  doi: 10.1534/genetics.103.021196
– ident: e_1_3_3_12_2
  doi: 10.1002/jmv.20986
– ident: e_1_3_3_40_2
  doi: 10.1093/bioinformatics/bti079
– ident: e_1_3_3_43_2
  doi: 10.1093/nar/gkh451
– ident: e_1_3_3_42_2
  doi: 10.1093/nar/28.1.374
– ident: e_1_3_3_4_2
  doi: 10.1126/science.2523562
– ident: e_1_3_3_26_2
  doi: 10.1038/30918
– ident: e_1_3_3_29_2
  doi: 10.1038/35019019
– ident: e_1_3_3_2_2
  doi: 10.1016/S0168-8278(99)80369-9
– ident: e_1_3_3_15_2
  doi: 10.1128/JVI.00937-07
– ident: e_1_3_3_8_2
  doi: 10.1126/science.1101786
– ident: e_1_3_3_41_2
  doi: 10.1073/pnas.0408677102
– volume: 18
  year: 2006
  ident: e_1_3_3_31_2
  article-title: k-core decomposition: A tool for the visualization of large scale networks
  publication-title: Adv Neural Inform Processing Syst
  contributor:
    fullname: Alvarez-Hamelin I
– ident: e_1_3_3_3_2
  doi: 10.1038/nature04079
– ident: e_1_3_3_23_2
  doi: 10.1021/bi050293e
– ident: e_1_3_3_33_2
  doi: 10.1046/j.1365-2893.1999.00010.x
– ident: e_1_3_3_16_2
  doi: 10.1093/oxfordjournals.molbev.a026042
– ident: e_1_3_3_13_2
  doi: 10.1128/JVI.00793-07
– ident: e_1_3_3_28_2
  doi: 10.1109/LCOMM.2004.823426
– ident: e_1_3_3_38_2
  doi: 10.1128/jvi.71.1.790-796.1997
– ident: e_1_3_3_17_2
  doi: 10.1126/science.286.5439.509
– ident: e_1_3_3_19_2
  doi: 10.1126/science.1065103
– ident: e_1_3_3_36_2
  doi: 10.1128/jvi.68.6.3753-3760.1994
– volume: 57
  start-page: 289
  year: 1995
  ident: e_1_3_3_46_2
  article-title: Controlling the false discovery rate: A practical and powerful approach to multiple testing
  publication-title: J R Stat Soc Ser B
  contributor:
    fullname: Benjamini Y
– ident: e_1_3_3_11_2
  doi: 10.1128/JVI.01899-06
– volume-title: MATLAB
  year: 2007
  ident: e_1_3_3_47_2
– ident: e_1_3_3_6_2
  doi: 10.1016/j.tim.2003.10.006
– ident: e_1_3_3_14_2
  doi: 10.1128/JVI.01890-06
– ident: e_1_3_3_20_2
  doi: 10.1063/1.2773951
– ident: e_1_3_3_24_2
  doi: 10.1093/bioinformatics/bti671
– ident: e_1_3_3_25_2
  doi: 10.1103/RevModPhys.74.47
– ident: e_1_3_3_30_2
  doi: 10.1073/pnas.0701175104
– ident: e_1_3_3_45_2
  doi: 10.1073/pnas.90.19.8777
– ident: e_1_3_3_9_2
  doi: 10.1073/pnas.0404125101
– ident: e_1_3_3_5_2
  doi: 10.1016/j.biolcel.2003.11.006
– ident: e_1_3_3_27_2
  doi: 10.1038/nphys209
– ident: e_1_3_3_39_2
  doi: 10.1093/nar/22.22.4673
– ident: e_1_3_3_35_2
  doi: 10.1016/S0166-3542(01)00180-2
– ident: e_1_3_3_32_2
  doi: 10.1128/JVI.72.6.4893-4905.1998
SSID ssj0009580
Score 2.208941
Snippet Hepatitis C virus is a genetically heterogeneous RNA virus that is a major cause of liver disease worldwide. Here, we show that, despite its extensive...
SourceID pubmedcentral
proquest
crossref
pubmed
pnas
jstor
fao
SourceType Open Access Repository
Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 9685
SubjectTerms Amino acids
Biological Evolution
Biological Sciences
Complex networks
Evolution
Genetic mutation
Genetic Variation
Genome, Viral
Hepacivirus
Hepacivirus - genetics
Hepatitis
Hepatitis C
Hepatitis C virus
Hyperlinks
Liver diseases
Models, Genetic
Mutation
Negative selection
Polyproteins
Proteins
Ribonucleic acid
RNA
Selection, Genetic
Vertices
Viruses
SummonAdditionalLinks – databaseName: JSTOR Health & General Sciences
  dbid: JSG
  link: http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1NT9wwEB2xnLi0BQqktOBKrUQPgdj5sH2sloVVD71sqbhZTmzTlaoEkd3-_o6dZHdBXam5juNY4xn7TWb8DPBJ4DanHcXYxEgZI_5PYyldEgvqaOkqnlTO_--Yzvj3e3E98TQ5n4ezML6sMtQFhiw-AqTyt70KnO1Jmo1gJIL3fZvdbjDriu6cCcPlNmPZwN_D06vHWreXCIkoYhzqL6jb2HpGTjdDDaInNsWm_wKZL2slNzafm9f_Oew38KpHl-RrZw77sGPrA9jv_bclFz3J9JdDuBw3GHbOa4Sahkz-9AZIGkcQEZKp9YXWi3lLxuTn_GnZvoW7m8mP8TTu706Iqzxni9iVeWapLYVBUKMxCOQlIivhciO5c7lGXJdajmZUlQYlxiXSyZJXlhqascSlR7BbN7U9AcKkLfxjtJAIt4RMUlmwxHjidvRoHcHFoFb12FFkqJDa5qnyalXrGYjgBNWu9AMuYOpuxnzaFAELxkAygqOgwFUXg_bwndDLuutcMaFkIbC7j9tEyvW1MxGcDpOqevdslf9w7sFNBOcrKfqVT5bo2jZL3wSXXwSn21sUMvV3DRQRHHcmsh4Hhok-vRUBf2Y8qwae0_u5pJ7_CtzeLOMZ7kHvtmnjFPa6ihUe0-w97C6elvYDjFqzPAtu8ReDLQRC
  priority: 102
  providerName: JSTOR
Title Coordinated evolution of the hepatitis C virus
URI https://www.jstor.org/stable/25463034
http://www.pnas.org/content/105/28/9685.abstract
https://www.ncbi.nlm.nih.gov/pubmed/18621679
https://www.proquest.com/docview/201352181
https://search.proquest.com/docview/20887522
https://search.proquest.com/docview/69318686
https://pubmed.ncbi.nlm.nih.gov/PMC2474538
Volume 105
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1NT9wwEB11OfVSFQolULZG6oEesps4H7aP1RbEBVSJIvVmObFdIpVkRXb5_R07zm63Kpfm6o9E4xn7Tfz8DPCJ4zKnbIq5iRYiRvyfxULYJOapTStbs6S27n_H9R27_cG_XjqZnGI8C-NJ-3XVzNpfj7O2efDcyuVjPR95YvNvNwuasxwDdT6BCWLDMUXfKO3y4dwJxek3p_mo58Oy-bJV_QwhUoqYB3GFEwxFQO82InZWpYlV3UhPdJqn2Opf-PNvGuUf69LVW3gTACX5Mnz4Prwy7QHsh5DtyUXQlf78DmaLDjPNpkV0qYl5Dj5HOksQBJIH47jVq6YnC_LcPK37Q7i_uvy-uI7DdQlxXRR0FduqyE1qKq4RxyjM-1iFYIrbQgtmbaEQymWGoefUlcYSbRNhRcVqk-o0p4nNjmCv7VpzDIQKU7pHKy4QYXGRZKKkiXZa7RjEKoKL0VxyOahiSL-bzTLpzCW3Ro7gGM0p1U-cs-T9HXU7pYhRMO0RERx5G2-68Nr8SZZjG9_LtutCUi5FybG785eKpA10mQhOx8GSISJ76V5cODwTwcdNKYaS2x9RrenWrgrOuIhHX65RisxdL1BG8H4Y-u13BEeKgO04xaaCk_HeLUHv9nLewZtP_rvlKbweWCwsTosPsLd6WpszmPR6PfUU16m_R2Pqw-Q3TX0PPA
link.rule.ids 230,315,729,782,786,808,811,887,27933,27934,53800,53802,58025,58037,58258,58270
linkProvider National Library of Medicine
linkToHtml http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Lb9QwEB6x5QCXPoDS0EKNBFI5pI3jOLaP1bLVIkovbRE3y4ltWAklVbPb3884j90tYiVyHcexxjP2N5nxZ4APErc54ynGJlapGPE_i5XySSypp4UvRVL68L9jei2ufsjPk0CT83E4CxPKKtu6wDaLjwCp-O3OWs72hGUjeMplwkRXubfGrSu7kyYpLrhZmg0MPoKd3VWmOUVQRBHl0HBF3drmM_KmHqoQA7UpNv0XzPy7WnJt-7nY-c-B78J2jy_JeWcQe_DEVS9gr_fghpz0NNOfXsLpuMbAc1Yh2LRk8tCbIKk9QUxIpi6UWs9nDRmT77P7RfMKbi8mN-Np3N-eEJecp_PYFzxz1BXSIqwxGAaKArGV9Nwq4T03iOyYE2hIZWFRYn2ivCpE6ailWZp4tg9bVV25AyCpcnl4rJEKAZdUCVN5mthA3Y4-bSI4GdSq7zqSDN0mtwXTQa16NQMRHKDatfmJS5i-vU5D4hQhC0ZBKoL9VoHLLgbt4TttL6uuuU6lVrnE7t5vEmnfV89EcDhMqu4dtNHhwzzAmwiOl1L0rJAuMZWrF6EJLsAITze3yBULtw3kEbzuTGQ1DgwUQ4IrAvHIeJYNAqv3Y0k1-9Wye6eZyHAXerNJG8fwbHrz7VJffrn6egjPu_oVEVN-BFvz-4V7C6PGLt61LvIHeEwHpg
linkToPdf http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3fb9MwED7RISFegAFjYcCMxMP2kDV24th-RF2rItCENIZ4s5zYHpVQUi0tfz_n_Gg7RB_I6zmOdb6zv8udPwN8kLjNGU8xNrFKxYj_01gpn8SSelr4UiSlD_875tfi6oe8nAaanPPhLEwoq2zrAtssPgKk4pcbL60ft7ztSZqN4CHHqEZ2lwPs8OvK7rQJw0U3Y9nA4iPS8bIyzQUCI4pIh4Zr6nY2oJE39VCJGOhNsem_oObfFZM7W9Ds6X8M_hk86XEm-dgZxiE8cNVzOOw9uSFnPd30-Qu4mNQYgC4qBJ2WTH_3pkhqTxAbkrkLJderRUMm5Pvibt28hJvZ9NtkHve3KMQl52wV-4JnjrpCWoQ3BsNBUSDGkp5bJbznBhFe6gQaVFlYlFifKK8KUTpqacYSnx7BQVVX7hgIUy4PjzVSIfCSKklVzhIbKNzRt00EZ4Nq9bIjy9BtklukOqhWb2chgmNUvTa3uJTpm2sWEqgIXTAaUhEctUrcdDFoD99pe9l2zTWTWuUSu3u_T6R9X0UTwckwsbp31EaHD_MAcyI43UjRw0LaxFSuXocmuBAjTN3fIldpuHUgj-BVZybbcWDAGBJdEYh7BrRpENi970uqxc-W5ZtlIsPd6PU-bZzCo6-XM_3l09XnE3jclbGImPI3cLC6W7u3MGrs-l3rJX8AERQKHw
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Coordinated+Evolution+of+the+Hepatitis+C+Virus&rft.jtitle=Proceedings+of+the+National+Academy+of+Sciences+-+PNAS&rft.au=Campo%2C+D.+S.&rft.au=Dimitrova%2C+Z.&rft.au=Mitchell%2C+R.+J.&rft.au=Lara%2C+J.&rft.date=2008-07-15&rft.pub=National+Academy+of+Sciences&rft.issn=0027-8424&rft.eissn=1091-6490&rft.volume=105&rft.issue=28&rft.spage=9685&rft.epage=9690&rft_id=info:doi/10.1073%2Fpnas.0801774105&rft.externalDocID=25463034
thumbnail_m http://sdu.summon.serialssolutions.com/2.0.0/image/custom?url=http%3A%2F%2Fwww.pnas.org%2Fcontent%2F105%2F28.cover.gif
thumbnail_s http://sdu.summon.serialssolutions.com/2.0.0/image/custom?url=http%3A%2F%2Fwww.pnas.org%2Fcontent%2F105%2F28.cover.gif