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Journal of Virology, January 2007, p. 427-429, Vol. 81, No. 1
0022-538X/07/$08.00+0 doi:10.1128/JVI.01403-06
Copyright © 2007, American Society for Microbiology. All Rights Reserved.

Edward C. Holmes,2,3,
Carlos Rocco,1
Andrea Mangano,1 and
Luisa Sen1*
Laboratorio de Biología Celular y Retrovirus-CONICET, Hospital de Pediatría J. P. Garrahan, Buenos Aires, Argentina,1 Center for Infectious Disease Dynamics, Department of Biology, the Pennsylvania State University, University Park, Pennsylvania 16802,2 Fogarty International Center, National Institutes of Health, Bethesda, Maryland 208923
Received 4 July 2006/ Accepted 10 October 2006
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Initially, the genetic composition of HIV-1 in Argentina was thought to resemble that of HIV-1 in North America, with a predominance of subtype B strains (7). However, full-length genome sequencing led to the identification of a variety of subtype BF recombinants (2, 14), with the circulating recombinant form CRF12_BF representing nearly 25% of those described. Currently, approximately 80% of HIV-1 isolates from Argentina are BF recombinants, with almost all the remaining 20% constituting subtype B viruses and scattered cases of subtypes A, C, BC, and F (1, 3).
To infer the demographic history of the BF-associated HIV-1 epidemic in Argentina, we applied Bayesian coalescent methods to a data set of 40 sequences of nearly 500 bp with a conserved BF mosaic pattern, comprising the vpu gene and the 5' end of env. The sequences were obtained after proviral DNA amplification (6) from peripheral blood mononuclear cells from 79 HIV-1-infected children born between 1986 and 2003 and followed up at the Garrahan Pediatric Hospital, Buenos Aires, Argentina. Samples were from the 1997-to-2004 period, with informed consent obtained in all cases. Sequences were aligned using Clustal X (13). The HIV-1 subtype was investigated by neighbor-joining phylogenetic analysis incorporated in the MEGA3 package (9), and recombination breakpoints were identified by boot-scanning analysis using Simplot (version 2.5) with a 200-bp sliding window and a step size of 50 bp. Of the total 79 vpu sequences obtained, 59 were BF recombinants. Among them, 35 shared a single B-to-F recombination breakpoint homologous to CRF12_BF, located at position 6230 of HXB-2 (GenBank accession number K03455). Five additional HIV-1 vpu sequences from Argentina with the same characteristics as CRF12_BF were collected from the Los Alamos HIV Sequence Database (http://hiv-web.lanl.gov), resulting in a final data set of 40 BF HIV-1 vpu sequences. The monophyletic clustering of this data set in phylogenetic trees confirmed their common ancestry, while separate trees constructed on each side of the breakpoint confirmed their mixed B and F parentage (these data are available from the authors upon request). In each case, the exact day of sampling was recorded, ranging from 11 May 1997 to 22 April 2004.
Rate of nucleotide substitution, mode and rate of population growth, and age of most recent common ancestor were estimated using a Bayesian MCMC (Markov Chain Monte Carlo) method implemented in the BEAST program (http://evolve.zoo.ox.ac.uk/beast/) (4). Four models of demographic history were comparedconstant population size, exponential growth, logistic growth, and expansion growthassuming either a constant (strict) or a variable (relaxed) molecular clock. In each case, we employed the general time-reversible model of nucleotide substitution incorporating invariant sites and a gamma distribution for among-site rate variation (with four rate categories). Akaike's information criterion was used to determine which model best fit the data, with uncertainty in parameter estimates reflected in the 95% highest probability density (HPD) values. All runs were checked for convergence by using the TRACER program (http://evolve.zoo.ox.ac.uk/software.html?id=tracer). The epidemic doubling time (
) in years was calculated using the relation
= ln(2)/r, where r is the population growth rate estimated in BEAST.
The best-fit model of demographic history for subtype BF in Argentina was that of logistic population growth under a relaxed molecular clock (Table 1 and data not shown). In this model, an initially rapid phase of exponential growth is followed by a reduction in growth rate toward the present, as reflected in the branching pattern of the maximum a posteriori tree of these data (Fig. 1). The mean rate of population growth during the initial growth phase was 2.237 new infections per individual per year, which equates to a mean epidemic doubling time of 3.72 months (but with a large associated error). Although logistic population growth has been observed for subtype B in industrialized nations (11), this rate is the highest reported for any HIV-1 subtype by using coalescence methods. More specifically, previous coalescent analyses of env, gag and reverse transcriptase genes revealed growth rates of 0.386 to 0.609 year1 for the parenterally transmitted subtype B population of Western Europe and North America during the 1980s (16), roughly one-fifth of the rate observed here. However, despite this initially high rate of exponential population growth, BF recombinants seem to have reached the population carrying capacity in relation to MTCT, as opposed to subtypes B and C in adults from Brazil, which may still be spreading at exponential rates (12).
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TABLE 1. Bayesian estimates of population dynamics and evolutionary parameters of HIV-1 subtype BF in Argentina
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FIG. 1. Maximum a posteriori phylogenetic tree of 40 CRF12_BF sequences from Argentina comprising the vpu gene and the 5' end of the env gene. The precise day of sampling is given in the sequence identifier of each viral isolate. For isolate DIARG71/Jun2003, the exact day of sampling was unavailable so the mid-month date of 15 June was chosen to minimize error. In all cases, tip times correspond to the dates of virus sampling.
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FIG. 2. Incidence of MTCT in Argentina from 1986 to 2004. Incidence is expressed as the number of new HIV-1-infected newborns/10,000 children born alive. The source was the National AIDS Bulletin of Argentina (2005) (10). The data for 2004 (open circle) are preliminary.
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To our knowledge, this is the first time that the population dynamics of a recombinant HIV-1 population have been analyzed. That the initial spread of the BF variant, predominantly by mother-to-child transmission, was so rapid indicates that this recombinant strain was also one of high fitness, such that it was transmitted at a high frequency when it entered the susceptible Argentine population. These rapid population dynamics are especially notable in that the BF recombinant is now sampled more frequently than the subtype B viruses in Argentina, and only one pure HIV-1 subtype F infection has been documented in this country (1). As BF recombinants are present at appreciable frequencies in most Latin American countries, determining the factors that have facilitated their rapid spread is of utmost importance.
Nucleotide sequence accession numbers. The data set of 40 BF recombinant vpu sequences used here comprises 35 new sequences (GenBank accession numbers AY284979.1 to AY284988.1, AY284992.1, and DQ767694 to DQ767717) and five collected from the Los Alamos sequence database (accession numbers AF454481, AF454482, AF454485, AF454487, and AY037266).
We gratefully thank Carmen Gálvez, Rodrigo Cánepa, and Andrés Peralta for technical assistance.
Published ahead of print on 18 October 2006. ![]()
Both authors contributed equally to this work. ![]()
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