Genetics, Vol. 153, 1077-1089, November 1999, Copyright © 1999

Genealogical Evidence for Positive Selection in the nef Gene of HIV-1

Paolo M. de A. Zanottoa, Esper G. Kallasb, Robson F. de Souzaa, and Edward C. Holmesc
a Bioinformatics and Retrovirology Laboratory, Universidade Federal de São Paulo, São Paulo, CEP 05508-900, Brazil
b Laboratory of Immunology DIPA–Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, CEP 05508-900, Brazil
c The Wellcome Trust Centre for the Epidemiology of Infectious Disease, Department of Zoology, University of Oxford, Oxford OX1 3PS, United Kingdom

Corresponding author: Paolo M. de A. Zanotto, Bioinformatics and Retrovirology Laboratory, Escola Paulista de Medicina, Universidade Federal de São Paulo, São Paulo, CEP 05508-900, Brazil., pzanotto{at}usp.br (E-mail)

Communicating editor: J. HEY

The pattern and process of evolution in the nef gene of HIV-1 was analyzed within and among patients. Using a maximum likelihood method that allows for variable intensity of selection pressure among codons, strong positive selection was detected in a hemophiliac patient over 30 mo of infection. By reconstructing the process of allele substitution in this patient using parsimony, the synapomorphic amino acid changes separating each time point were found to have high probabilities of being under positive selection, with selective coefficients of at least 3.6%. Positive selection was also detected among 39 nef sequences from HIV-1 subtype B. In contrast, multiple pairwise comparisons of nonsynonymous and synonymous substitution rates provided no good evidence for positive selection and sliding window analyses failed to detect most positively selected sites. These findings demonstrate that positive selection is an important determinant of nef gene evolution and that genealogy-based methods outperform pairwise methods in the detection of adaptive evolution. Mapping the locations of positively selected sites may also be of use in identifying targets of the immune response and hence aid vaccine design.





This article has been cited by other articles:


Home page
BioinformaticsHome page
S. McCauley, S. de Groot, T. Mailund, and J. Hein
Annotation of selection strengths in viral genomes
Bioinformatics, November 15, 2007; 23(22): 2978 - 2986.
[Abstract] [Full Text] [PDF]


Home page
BioinformaticsHome page
S. de Groot, T. Mailund, and J. Hein
Comparative annotation of viral genomes with non-conserved gene structure
Bioinformatics, May 1, 2007; 23(9): 1080 - 1089.
[Abstract] [Full Text] [PDF]


Home page
Proc. Natl. Acad. Sci. USAHome page
A. C.-C. Shih, T.-C. Hsiao, M.-S. Ho, and W.-H. Li
Simultaneous amino acid substitutions at antigenic sites drive influenza A hemagglutinin evolution
PNAS, April 10, 2007; 104(15): 6283 - 6288.
[Abstract] [Full Text] [PDF]


Home page
Mol Biol EvolHome page
C. Seoighe, F. Ketwaroo, V. Pillay, K. Scheffler, N. Wood, R. Duffet, M. Zvelebil, N. Martinson, J. McIntyre, L. Morris, et al.
A Model of Directional Selection Applied to the Evolution of Drug Resistance in HIV-1
Mol. Biol. Evol., April 1, 2007; 24(4): 1025 - 1031.
[Abstract] [Full Text] [PDF]


Home page
Mol Biol EvolHome page
Z. Yang, W. S.W. Wong, and R. Nielsen
Bayes Empirical Bayes Inference of Amino Acid Sites Under Positive Selection
Mol. Biol. Evol., April 1, 2005; 22(4): 1107 - 1118.
[Abstract] [Full Text] [PDF]


Home page
Mol Biol EvolHome page
S. Williamson, S. M. Perry, C. D. Bustamante, M. E. Orive, M. N. Stearns, and J. K. Kelly
A Statistical Characterization of Consistent Patterns of Human Immunodeficiency Virus Evolution Within Infected Patients
Mol. Biol. Evol., March 1, 2005; 22(3): 456 - 468.
[Abstract] [Full Text] [PDF]


Home page
J. Gen. Virol.Home page
J. Cristina, F. Lopez, G. Moratorio, L. Lopez, S. Vasquez, L. Garcia-Aguirre, and A. Chunga
Hepatitis C virus F protein sequence reveals a lack of functional constraints and a variable pattern of amino acid substitution
J. Gen. Virol., January 1, 2005; 86(1): 115 - 120.
[Abstract] [Full Text] [PDF]


Home page
Genome ResHome page
R. D. Emes, M. C. Riley, C. M. Laukaitis, L. Goodstadt, R. C. Karn, and C. P. Ponting
Comparative Evolutionary Genomics of Androgen-Binding Protein Genes
Genome Res., August 1, 2004; 14(8): 1516 - 1529.
[Abstract] [Full Text] [PDF]


Home page
GeneticsHome page
T. de Oliveira, M. Salemi, M. Gordon, A.-M. Vandamme, E. J. van Rensburg, S. Engelbrecht, H. M. Coovadia, and S. Cassol
Mapping Sites of Positive Selection and Amino Acid Diversification in the HIV Genome: An Alternative Approach to Vaccine Design?
Genetics, July 1, 2004; 167(3): 1047 - 1058.
[Abstract] [Full Text] [PDF]


Home page
Genome ResHome page
R. D. Emes, S. A. Beatson, C. P. Ponting, and L. Goodstadt
Evolution and Comparative Genomics of Odorant- and Pheromone-Associated Genes in Rodents
Genome Res., April 1, 2004; 14(4): 591 - 602.
[Abstract] [Full Text] [PDF]


Home page
J. Virol.Home page
M. Choisy, C. H. Woelk, J.-F. Guegan, and D. L. Robertson
Comparative Study of Adaptive Molecular Evolution in Different Human Immunodeficiency Virus Groups and Subtypes
J. Virol., February 15, 2004; 78(4): 1962 - 1970.
[Abstract] [Full Text] [PDF]


Home page
Mol Biol EvolHome page
S. N. Bennett, E. C. Holmes, M. Chirivella, D. M. Rodriguez, M. Beltran, V. Vorndam, D. J. Gubler, and W. O. McMillan
Selection-Driven Evolution of Emergent Dengue Virus
Mol. Biol. Evol., October 1, 2003; 20(10): 1650 - 1658.
[Abstract] [Full Text] [PDF]


Home page
Mol Biol EvolHome page
S. Williamson
Adaptation in the env Gene of HIV-1 and Evolutionary Theories of Disease Progression
Mol. Biol. Evol., August 1, 2003; 20(8): 1318 - 1325.
[Abstract] [Full Text] [PDF]


Home page
Proc. Natl. Acad. Sci. USAHome page
X. Bailly, R. Leroy, S. Carney, O. Collin, F. Zal, A. Toulmond, and D. Jollivet
The loss of the hemoglobin H2S-binding function in annelids from sulfide-free habitats reveals molecular adaptation driven by Darwinian positive selection
PNAS, May 13, 2003; 100(10): 5885 - 5890.
[Abstract] [Full Text] [PDF]


Home page
J. Gen. Virol.Home page
S. Wain-Hobson, C. Renoux-Elbe, J.-P. Vartanian, and A. Meyerhans
Network analysis of human and simian immunodeficiency virus sequence sets reveals massive recombination resulting in shorter pathways
J. Gen. Virol., April 1, 2003; 84(4): 885 - 895.
[Abstract] [Full Text] [PDF]


Home page
Mol Biol EvolHome page
T. J. Barkman
Evidence for Positive Selection on the Floral Scent Gene Isoeugenol-O-methyltransferase
Mol. Biol. Evol., February 1, 2003; 20(2): 168 - 172.
[Abstract] [Full Text] [PDF]


Home page
J. Virol.Home page
H. A. Ross and A. G. Rodrigo
Immune-Mediated Positive Selection Drives Human Immunodeficiency Virus Type 1 Molecular Variation and Predicts Disease Duration
J. Virol., October 11, 2002; 76(22): 11715 - 11720.
[Abstract] [Full Text] [PDF]


Home page
Mol Biol EvolHome page
R. Urwin, E. C. Holmes, A. J. Fox, J. P. Derrick, and M. C. J. Maiden
Phylogenetic Evidence for Frequent Positive Selection and Recombination in the Meningococcal Surface Antigen PorB
Mol. Biol. Evol., October 1, 2002; 19(10): 1686 - 1694.
[Abstract] [Full Text] [PDF]


Home page
J. Gen. Virol.Home page
S. S. Twiddy, C. H. Woelk, and E. C. Holmes
Phylogenetic evidence for adaptive evolution of dengue viruses in nature
J. Gen. Virol., June 1, 2002; 83(7): 1679 - 1689.
[Abstract] [Full Text] [PDF]


Home page
Mol Biol EvolHome page
Z. Yang and R. Nielsen
Codon-Substitution Models for Detecting Molecular Adaptation at Individual Sites Along Specific Lineages
Mol. Biol. Evol., June 1, 2002; 19(6): 908 - 917.
[Abstract] [Full Text] [PDF]


Home page
Mol Biol EvolHome page
M. Anisimova, J. P. Bielawski, and Z. Yang
Accuracy and Power of Bayes Prediction of Amino Acid Sites Under Positive Selection
Mol. Biol. Evol., June 1, 2002; 19(6): 950 - 958.
[Abstract] [Full Text] [PDF]


Home page
Mol Biol EvolHome page
Z. Yang and W. J. Swanson
Codon-Substitution Models to Detect Adaptive Evolution that Account for Heterogeneous Selective Pressures Among Site Classes
Mol. Biol. Evol., January 1, 2002; 19(1): 49 - 57.
[Abstract] [Full Text] [PDF]


Home page
Mol Biol EvolHome page
S. Boissinot and A. V. Furano
Adaptive Evolution in LINE-1 Retrotransposons
Mol. Biol. Evol., December 1, 2001; 18(12): 2186 - 2194.
[Abstract] [Full Text] [PDF]


Home page
J. Gen. Virol.Home page
C. H. Woelk, L. Jin, E. C. Holmes, and D. W. G. Brown
Immune and artificial selection in the haemagglutinin (H) glycoprotein of measles virus
J. Gen. Virol., October 1, 2001; 82(10): 2463 - 2474.
[Abstract] [Full Text] [PDF]


Home page
Br Med BullHome page
B. Korber, B. Gaschen, K. Yusim, R. Thakallapally, C. Kesmir, and V. Detours
Evolutionary and immunological implications of contemporary HIV-1 variation
Br. Med. Bull., September 1, 2001; 58(1): 19 - 42.
[Abstract] [Full Text] [PDF]


Home page
Mol Biol EvolHome page
M. Anisimova, J. P. Bielawski, and Z. Yang
Accuracy and Power of the Likelihood Ratio Test in Detecting Adaptive Molecular Evolution
Mol. Biol. Evol., August 1, 2001; 18(8): 1585 - 1592.
[Abstract] [Full Text] [PDF]


Home page
J. Gen. Virol.Home page
R. Cheynier, L. Kils-Hutten, A. Meyerhans, and S. Wain-Hobson
Insertion/deletion frequencies match those of point mutations in the hypervariable regions of the simian immunodeficiency virus surface envelope gene
J. Gen. Virol., July 1, 2001; 82(7): 1613 - 1619.
[Abstract] [Full Text] [PDF]


Home page
J. Gen. Virol.Home page
L. Kils-Hutten, R. Cheynier, S. Wain-Hobson, and A. Meyerhans
Phylogenetic reconstruction of intrapatient evolution of human immunodeficiency virus type 1: predominance of drift and purifying selection
J. Gen. Virol., July 1, 2001; 82(7): 1621 - 1627.
[Abstract] [Full Text] [PDF]


Home page
J. Virol.Home page
J. L. Foster, R. P. Molina, T. Luo, V. K. Arora, Y. Huang, D. D. Ho, and J. V. Garcia
Genetic and Functional Diversity of Human Immunodeficiency Virus Type 1 Subtype B Nef Primary Isolates
J. Virol., February 15, 2001; 75(4): 1672 - 1680.
[Abstract] [Full Text]


Home page
GeneticsHome page
D. T. Haydon, A. D. Bastos, N. J. Knowles, and A. R. Samuel
Evidence for Positive Selection in Foot-and-Mouth Disease Virus Capsid Genes From Field Isolates
Genetics, January 1, 2001; 157(1): 7 - 15.
[Abstract] [Full Text]


Home page
J. Virol.Home page
B. Albrecht, N. D. Collins, M. T. Burniston, J. W. Nisbet, L. Ratner, P. L. Green, and M. D. Lairmore
Human T-Lymphotropic Virus Type 1 Open Reading Frame I p12I Is Required for Efficient Viral Infectivity in Primary Lymphocytes
J. Virol., November 1, 2000; 74(21): 9828 - 9835.
[Abstract] [Full Text]


Home page
GeneticsHome page
F. Alvarez-Valin, J. F. Tort, and G. Bernardi
Nonrandom Spatial Distribution of Synonymous Substitutions in the GP63 Gene From Leishmania
Genetics, August 1, 2000; 155(4): 1683 - 1692.
[Abstract] [Full Text]


Home page
GeneticsHome page
Z. Yang, R. Nielsen, N. Goldman, and A.-M. K. Pedersen
Codon-Substitution Models for Heterogeneous Selection Pressure at Amino Acid Sites
Genetics, May 1, 2000; 155(1): 431 - 449.
[Abstract] [Full Text]