Previous Article | Next Article ![]()
Journal of Virology, February 2000, p. 1069-1078, Vol. 74, No. 3
Laboratory of Molecular Virology and
Epidemiology, AIDS Research Center, National Institute of Infectious
Diseases, Shinjuku, Tokyo 162-8640,1 and
Naha Prefectural Hospital, Naha, Okinawa
902,2 Japan
Received 19 May 1999/Accepted 25 October 1999
In a human immunodeficiency virus type 1 (HIV-1)-infected
individual, immune-pressure-mediated positive selection operates to
maintain the antigenic polymorphism on the gp120 third variable (V3)
loop. Recently, we suggested on the basis of sequencing C2/V3 segments
from an HIV-1 subtype E-infected family that a V3 sequence lineage
group of the non-syncytium-inducing (NSI) variants (group 1) was
relatively resistant to positive selection pressure (35). To
better understand the relationship between the intensity of positive
selection pressure and cell tropism of the virus, we determined the
linkage between each V3 genotype and its function of directing
coreceptor preference and MT2 cell tropism. The biological characterization of a panel of V3 recombinant viruses showed that all
of the group 1 V3 sequences could confer an NSI/CCR5-using (NSI/R5)
phenotype on HIV-1LAI, whereas the group 2 V3 sequence, which was more positively charged than the group 1 sequence, dictated mainly a syncytium-inducing, CXCR4-using (SI/X4) phenotype.
Phylogenetic analysis of C2/V3 sequences encoding group 1 or 2 V3
suggested that the variants carrying group 1 V3 are the ancestors of
the intrafamilial infection and persisted in the family, while the variants carrying group 2 V3 evolved convergently from the group 1 V3
variants during disease progression in the individuals. Finally, a
statistical test showed that the V3 sequence that could dictate an
NSI/R5 phenotype had a synonymous substitution rate significantly higher than the nonsynonymous substitution rate. These data suggest that V3 sequences of the subtype E NSI/R5 variants are more resistant to positive selection pressure than those of the SI/X4 variants.
During the course of infection of an
animal with a pathogen, amino acid sequence polymorphism is often
generated in the surface antigenic sites. The mechanism to maintain
this polymorphism is explained by positive Darwinian selection, which
is thought to be caused by the immune-pressure-mediated host-parasite
struggle referred to as antigenic drift (38-40, 43, 51). In
this regard, it is generally accepted that a high degree of sequence
polymorphism in the third variable (V3) loop within env
gp120 of Human immunodeficiency virus type 1 (HIV-1) is
maintained by positive selection, since the element consists of a major
epitope for neutralizing antibodies (31, 47). Indeed,
nonsynonymous substitution per nonsynonymous site (Ka)
exceeded synonymous substitution per synonymous site (Ks) in
the V3 loop (43, 58), and this tendency was enhanced with
the duration of the immunocompetent period of infected individuals (23).
On the other hand, the V3 loop element consists of a critical
determinant for the target cell type preference of the virus (6,
41, 48). The loop specifies the coreceptor usage of HIV-1
(4, 5), probably via interaction with the coreceptor molecules (1, 15, 52). Therefore, nonsynonymous mutation in
the V3 loop can result in generation of either defective virus or virus
which alters cell tropism. When such an alteration is disadvantageous
to the virus, the V3 sequence would be selected as necessary to
maintain the function of the V3 element and thereby decrease amino acid
polymorphism of this region. In addition, the V3 loop of an
non-syncytium-inducing (NSI) variant appears to be hidden from the
neutralizing antibody (2), which may decrease the intensity
of the positive selection pressure of NSI-dictating V3 sequences. In
consequence, the amino acid substitution rate of a group of V3 loops,
which use certain coreceptors or prefer certain cell types, may be
lower than the rate for other types of V3 loop. Two distinct V3
genotypes associated with different cell tropisms and diversity are
known to consistently evolve in HIV-1-infected individuals (3, 18,
21, 25, 53).
Recently, we reported an intrafamilial infection case in which a single
source of HIV-1 subtype E of Thai origin infected the father (NH1), who
transmitted the virus to the mother (NH2), who then transmitted the
virus to her child (NH3) (35, 36). On the basis of genetic
analyses of C2/V3 clonal sequences, we showed that two major V3 lineage
groups had evolved in the family members. Group 1 was maintained with
low variation in all three family members regardless of the clinical
state or length of infection, whereas group 2 was present only in
symptomatic individuals and was more positively charged and diverse
than group 1. Only virus isolates carrying the group 2 V3 sequences
infected and induced syncytia in MT2 cells. Interestingly, only the
group 2 V3 region showed a significantly higher Ka/Ks ratio
than 1 (35). These data suggest that the HIV-1 variant
possessing the homogeneous V3 element and exhibiting the NSI phenotype
persisted in infected individuals independent of clinical status under
the weak positive selection pressure.
To better understand the relationship between the intensity of positive
selection pressure and cell tropism of the virus, we ascertained the
role of the group 1 and 2 V3 sequences in dictating coreceptor usage
and the NSI or syncytium-inducing (SI) phenotype of the virus, using an
HIV-1LAI subtype E V3 recombinant system (34).
In addition, we estimated the evolutionary process of HIV-1 variants
carrying each V3 sequence by constructing the phylogeny of C2/V3 clones
from which the V3 sequences were derived. Furthermore, we examined the
intensity of positive selection pressure on the V3 loop by comparing
the synonymous and nonsynonymous substitutions occurring in each
evolutionary process. Results from these analyses suggest that the
subtype E NSI, CCR5-using (NSI/R5) variants, which were responsible for
the establishment and the persistence of the HIV-1 infection, were more
resistant to the positive selection pressure on the V3 loop than the
SI/CXCR4 variant.
Source of env C2/V3 sequences.
A total of 86 clonal nucleotide sequences encoding an open reading frame of the
env C2/V3 region were used for these analyses. These
sequences were derived from uncultured peripheral blood mononuclear
cells (PBMCs) from the three members of a subtype E-infected Japanese
family that consisted of a male index patient (NH1), the female spouse
of NH1 (NH2), and their child (NH3) (36). NH1 had no history
of blood transfusion, surgical operation, or homosexual activity but
had sexual contacts with female prostitutes in Thailand in 1989 and
1990. NH2 had no documented risk factors for HIV-1 infection other than
sexual contacts with NH1. NH3 was born to NH2 in June 1991. The PBMCs
of NH1, NH2, and NH3 were collected in June 1993, when NH1 had
developed AIDS but NH2 and NH3 remained asymptomatic. Follow-up
collection was done for NH2 on March 1996 (NH2-II) and on January 1997 (NH2-III) after she had developed AIDS. Among the 86 clones, 82 clones
had unique sequences along the C2/V3 region. Details of epidemiological
and clinical information of the family members, as well as the cloning and sequencing methods, are provided in previous reports (35, 36).
Construction of the full-length HIV-1 recombinant DNA
clones.
In previous studies, a total of 22 deduced amino acid
sequences of the V3 loop were detected in this family (35,
36). For each V3 loop, HIV-1LAI subtype E V3
recombinant DNA clones were constructed as previously described
(34). Briefly, 22 unique V3 sequences representing nine
group 1 sequences (A1 to A9) and 13 group 2 sequences (B1 to B13) were
selected. A StuI-to-NheI recombinant DNA fragment
(456 bp) encoding the subtype E V3 and pLAI (28) flanking
sequence was generated by the overlap extension method (17),
digested with StuI and NheI, and cloned back into the full-length HIV-1 subtype B infectious molecular clone, pLAI (28), as shown in Fig. 1. The
nucleotide sequences of the PCR-amplified regions and around all
junctions for cloning were verified with an ABI PRISM 310 automated
sequencer (Perkin-Elmer, Norwalk, Conn.). By this method, only the
sequence between the two cysteine residues flanking the V3 loop was
altered.
0022-538X/00/$04.00+0
Copyright © 2000, American Society for Microbiology. All rights reserved.
A Group of V3 Sequences from Human Immunodeficiency
Virus Type 1 Subtype E Non-Syncytium-Inducing, CCR5-Using Variants
Are Resistant to Positive Selection Pressure
![]()
ABSTRACT
Top
Abstract
Introduction
Materials and Methods
Results
Discussion
References
![]()
INTRODUCTION
Top
Abstract
Introduction
Materials and Methods
Results
Discussion
References
![]()
MATERIALS AND METHODS
Top
Abstract
Introduction
Materials and Methods
Results
Discussion
References

View larger version (20K):
[in a new window]
FIG. 1.
Scheme for construction of recombinant
HIV-1LAI DNAs encoding V3 loop sequences from the NH
family. Overlapping primers 2 and 3 and outer primers 1 and 4 were used
to generate recombinant DNA segments having the non-LAI V3 and LAI
flanking sequences by the overlap extension method (17). The
products were digested with StuI and NheI and
cloned into the gp120 subclone (pUC-LAISB) made from pLAI
(28). Subsequently, the SalI-BamHI
fragment of pUC-LAISB was cloned into pLAI to reconstitute a
full-length HIV-1 molecular clone. Nucleotide sequences of outside
primers 1 and 4 are described in a previous report (34).
LTR, long terminal repeat.
Preparation of the cell-free recombinant virus stocks.
Recombinant and parental LAI viruses were prepared as previously
described (34). Briefly, 5 × 105 HeLa
cells were grown in Dulbecco's modified Eagle's medium (DMEM) with
10% (vol/vol) heat-immobilized fetal bovine serum (FBS) and transfected with 20 µg of pLAI-NHV3 DNA by the calcium phosphate coprecipitation method. The culture supernatants were collected at 48 or 72 h after transfection, filtered (0.45-µm-pore-size filter),
and kept at
152°C until use. The reverse transcriptase (RT)
activity of the transfection supernatant was measured in a standard
assay as previously described (49).
HIV infections in HOS-CD4+ cell lines and MT2
cells.
HOS-CD4+ cell lines (7) were
infected with the V3 recombinant viruses in triplicate in 96-well
plates as previously described (34). Briefly, 5 × 103 HOS-CD4+ cells expressing human CCR5
(HOS-CD4-CCR5) or CXCR4 (HOS-CD4-CXCR4) were incubated in 0.1 ml of
serially diluted cell-free transfection supernatant containing 2.5 × 106 (twofold dilution) to 2.0 × 104
(250-fold dilution) cpm of RT activity for 24 h at 37°C, washed, and grown in 0.2 ml of DMEM with 10% FBS and puromycin (1.0 µg/ml). Half of the volume of the culture medium was replaced by fresh medium
every 2 days during the 12 days after infection, stored at
80°C,
and analyzed for RT activity (49). The highest dilution required to produce an RT-positive culture was taken as the endpoint, and HIV-1 titers of HOS-CD4+ cells were indicated by tissue
culture infective dose per 5 × 106 cpm of the RT counts.
80°C, and
subjected to the RT assay. Syncytium formation was monitored daily
under a light microscope.
Evolutionary analysis of the C2/V3 molecular clones from the family. A total of 19 available C2/V3 sequences of HIV-1 subtype E (26) from Thailand (TN235, TN239, TN241, TN242, TN2432, TN244, TH0065, 92TH011, CM238, CM240, 92TH022.4, 93TH966.8, 93TH975.15, and 93TH976.17), the Central African Republic (CARMBA, CARELO, CAR4017, and CAR4071), and England (94-11643) were used for the outgroup of the clonal C2/V3 sequences from the family. Nucleotide sequences of 82 clones were aligned with the outgroup sequences by using CLUSTAL W, version 1.4 (46), and then corrected by hand to ensure that gaps did not alter the reading frame. The aligned nucleotide sequence data were then truncated to align reading frames, and maximum-likelihood trees were generated by using the DNAML program of PHYLIP, version 3.572 (11), as well as the baseml program of PAML, version 1.4 (54). We also constructed the neighbor-joining (NJ) tree (33) with 100 bootstrap replicates (10, 16) from the matrix of numbers of nucleotide substitutions per site based on Tajima and Nei's method (45). Distance matrices and the NJ trees were computed by MEGA (22), version 1.02.
The adaptive evolution of the virus lineage was analyzed by comparing synonymous and nonsynonymous substitutions for the putative ancestral sequences as described by Zhang et al. (57). Briefly, the ancestral nucleotide sequences at the interior nodes of the likelihood tree were inferred by the Bayesian method (55), using the baseml program of PAML, version 1.4 (54). The ancestral and the derived sequences were aligned by using CLUSTAL W, version 1.4 (46), and divided into two regions, the V3 sequence (105 bp) and the flanking region (217 bp). We then estimated the numbers of synonymous (s) and nonsynonymous (n) substitutions and synonymous (S) and nonsynonymous (N) sites between each sequence, using SNAP (14) by the method described by Nei and Gojobori (27) in addition to Jukes-Cantor corrections. Adaptive evolution of the V3 loop and its flanking region were analyzed by Fisher's exact test, given the null hypothesis of neutral evolution, i.e., n/s is identical to N/S.Nucleotide sequence accession numbers. The sequence data of the clones have been registered in the DDBJ database with accession no. AB014775 to AB014874.
| |
RESULTS |
|---|
|
|
|---|
Structural characteristics of the subtype E V3 loops from the family. In a previous study, V3 sequences from the NH family were divided into two genotypic subgroups, groups 1 and 2, on the basis of the presence of basic amino acid substitutions, phylogeny, and the extent of sequence variation (35). Group 1 was characterized by the presence of a GPGQ motif at the tip of the V3 loop and by the lack of basic amino acid substitutions with respect to the consensus of the subtype E NSI V3 loop from 21 NSI virus isolates in the early 1990s in Thailand (Fig. 2). These sequences were similar to each other or to the NSI consensus and were found in all of the family members independent of the clinical stages of infection or in NSI virus isolates from the family members (35). Group 2 was characterized by the presence of a GPGR motif at the tip of the V3 loop and by the presence of the basic amino acid substitution(s) to the NSI consensus (Fig. 2). Group 2 was more diversified and was found only in individuals with AIDS or in SI virus isolates (35).
|
Coreceptor usage and MT2 cell tropism of the recombinant viruses encoding the V3 loops from the family. A panel of HIV-1LAI V3 recombinant viruses was generated by the overlap extension method and was successfully used to characterize the biological function of the subtype E V3 sequence in virus entry (20, 34). RT activities per unit volume of the transfection supernatant was similar among the parental and recombinant viruses, peaking on days 2 and 3 (1.5 × 104 to 2.0 × 104 cpm/µl of culture supernatant), suggesting that the V3 replacement did not deleteriously affect the processing of the Gag/Pol precursor, virion assembly, and budding, as suggested previously (34).
A total of 22 recombinant viruses were tested for coreceptor usage. Transfection supernatants containing equal amounts of RT activity were serially diluted and used to infect HOS-CD4-CCR5 or HOS-CD4-CXCR4 cells. As shown in Fig. 2, all of the group 1 V3 recombinant viruses (A1 to A9) efficiently infected the HOS-CD4-CCR5 cells, having infectious titers comparable to that of the AD8 V3 control recombinant virus carrying the subtype B NSI V3. However, none of the viruses infected the HOS-CD4-CXCR4 cells. In contrast, most of the group 2 recombinant viruses (10 of 13) replicated efficiently in the HOS-CD4-CXCR4 cells, having infectivity comparable to that of the LAI V3 control virus (Fig. 2, 1 to B10). Among the group 2 V3 recombinant viruses, three (B2, B4, and B5) could infect both the HOS-CD4-CCR5 and HOS-CD4-CXCR4 cells, and three viruses (B11, B12, and B13) could infect only HOS-CD4-CCR5 cells. All of the recombinant viruses which used CXCR4 for infection of HOS-CD4 cells consistently and efficiently replicated in MT2 cells and induced syncytia within 3 to 7 days after infection (Fig. 3, 1 to B10). RT activities in the virus-producing culture supernatants reached a peak within 7 days of infection, ranging from 14,500 to 34,500 cpm per µl of culture supernatant. In contrast, all of the recombinant viruses which used CCR5 in preference to CXCR4 could not replicate in MT2 cells, showing an NSI phenotype (Fig. 3, A1 to A9 and B11 to B13).
|
Evolutionary relationship of the quasispecies in the family. Phylogenetic analysis of the env C2/V3 and p17/p24 gag nucleotide sequences indicated that a single source of the HIV-1 subtype E of Thai origin had infected the family (35). To further estimate the evolutionary relationship of the HIV-1 variants carrying the group 1 and 2 V3 sequences, a phylogenetic tree of the env C2/V3 region which encoded each V3 sequence was constructed for 82 independent sense clones by the maximum-likelihood method with the PHYLIP package and rooted with the outgroup sequences of subtype E from Thailand, the Central African Republic, and England (Fig. 4). The C2/V3 sequences from the family members were divided into six subtrees. Statistics for the branch length in the maximum-likelihood tree showed that all of the branches dividing the subtrees were significant (Fig. 4, arrows). On the basis of the phylogeny, we categorized the 82 C2/V3 sequences into five evolutionarily closely related groups called clusters (Fig. 4, clusters I to V).
|
Summary of relationship between V3 genotype, V3 phenotype, and
C2/V3 lineages.
Table 1 summarizes
the relationship between the V3 genotypes, the biological activities of
V3 (ability to confer an NSI/R5 or an SI/X4 phenotype), and the C2/V3
lineages from which the V3 sequences were derived (clusters I to V).
All of the group 1 V3 functioned to determine an NSI/CCR5 phenotype of
the virus. Among the group 1 V3, A1 to A5 were linked to the cluster I
clones found in all of the family members at the first sampling point, while A6 to A9 were linked to the cluster IV clones found in NH2 at the
symptomatic stages, which were 3 to 4 years after the first sampling
point. Although the group 1 V3 uniformly conferred an NSI/R5 phenotype
on the virus regardless of the C2/V3 clusters, the biological activity
of the group 2 V3 showed a variation. Although the group 2 V3 genotype
from clusters III and V (B1 to B3 and B4 to B10, respectively)
conferred a CXCR4 preference on the virus, three genotypes from cluster
II (B11, B12, and B13) were found to dictate the CCR5 but not the CXCR4
phenotype. These genotypes lacked a basic substitution at position 11 (serine to arginine), whereas the other group 2 genotypes had this type
of substitution (Fig. 2). In addition, three sequences from clusters III and V (B2, B4, and B5) could dictate both CXCR4 and CCR5 usage.
|
Tests of adaptive evolution on the V3 loop and its flanking region. To infer the putative sequences at the interior nodes of the phylogenetic tree, we reconstituted the maximum-likelihood phylogeny of the C2/V3 region by using the PAML program (54). The topology of the tree was virtually identical to that in Fig. 4. We then computed the number of synonymous (s) and nonsynonymous (n) substitutions, as well as the numbers of the synonymous (S) and nonsynonymous (N) sites occurring in the evolutionary process in each branch in the phylogenetic tree; this was carried out separately for the V3 region (Fig. 5) and the flanking region (data not shown). The estimated number of S and N for the V3 region ranged between 23.5 and 26 and between 79 and 81.5, respectively, and the mean N/S was 3.27. Using the method described by Zhang et al. (57), we analyzed the adaptive evolution of V3 and the flanking regions by comparing s and n with their expected numbers under the hypothesis of neutral evolution. Figure 5 shows that the observed ratio of the total number of n/s in the V3 sequence was lower than the expected ratio in the lineage of clusters I, II, and IV, which encoded V3 sequences to dictate an NSI/R5 virus phenotype. In contrast, the observed n/s ratio was higher than the expected ratio at the lineage of clusters III and V, which encoded an SI/X4 or SI/X4R5 phenotype (Fig. 5). Thirty-six percent of the nonsynonymous substitutions plotted in Figure 5 occurred in positions 27 and 32 of V3 loop regardless of lineage (9 of 15 and 8 of 32 at NSI/R5 and SI/X4 lineages, respectively; P = 0.001), whereas no nonsynonymous substitution occurred in position 9, except for two substitutions which caused coreceptor alteration.
|
|
| |
DISCUSSION |
|---|
|
|
|---|
Although the neo-Darwinist concept of adaptive evolution was established nearly a half-century ago, it has been difficult to demonstrate molecular evidence for adaptive evolution. If a molecule of an organism has an element interacting with the environment of the organism, a change in the environment should increase sequence variation of the gene encoding this element. In a virus, the elements interacting with the host molecules during either virus replication or competition with the host's immune system are candidates for adaptive evolution. In this context, it is interesting to examine the evolution of the HIV-1 env gp120 V3 loop sequence and function, because the element is involved in determining cell tropism (1, 3, 15, 48, 50, 52) and because it simultaneously maps to an epitope for neutralizing antibodies (31, 47). In the present study, we have provided evidence that the mode of evolution of the V3 element is indeed affected by environmental factors such as coreceptor usage or host cell type. This is the first molecular evidence that adaptive evolution of a virus follows the environmental choice of the virus.
In a previous report, we suggested that the group 1 and group 2 V3 loops may dictate a virus's preference for usage of CCR5 and CXCR4, respectively (35). In the present study, we found a direct association between the V3 genotype and its function in a subtype E recombinant system (34). Infection of HOS-CD4 cells with the V3 recombinant viruses showed that all of the group 1 V3 loops were able to confer CCR5 and not CXCR4 usage on HIV-1LAI (Fig. 2). All of the recombinant viruses in group 1 consistently failed to replicate on MT2 cells (Fig. 3). These results indicate that the group 1 V3 loops dictate the NSI/R5 phenotype of a virus. This, in turn, suggests that the group 1 V3 sequences are derived from NSI/V3 viruses in the NH family. This conclusion is consistent with our previous observations that the group 1 V3 sequences were similar or identical to those of the NSI virus isolates from the NH family and that predominated in asymptomatic individuals (35).
In contrast to the group 1 V3 loops, the major type of group 2 V3 loops, which accompanied basic amino acid substitutions, dictated the SI phenotype and CXCR4 preference of the virus (Fig. 2 and 3). Among the 10 group 2 genotypes associated with CXCR4 usage, 3 (B2, B4, and B5) could also dictate CCR5 usage, suggesting that some group 2 variants were derived from dualtropic viruses which could use both CCR5 and CXCR4. The data are consistent with the observation that variants from the late stages of infection often expand the range of coreceptor usage (37, 44). Analysis of the V3 recombinant viruses also revealed that three group 2 genotypes (B11, B12, and B13) dictated only an NSI/CCR5 phenotype. These V3 elements were less positively charged than the other group 2 sequences (35) and lacked a basic substitution at position 11 in the V3 loop (Fig. 2), which plays a critical role in determining the SI/CXCR4 phenotype of viruses of subtypes B (6, 12, 13) and E (20). Thus, we concluded that 10 group 2 V3 genotypes that had a basic substitution at position 11 were all derived from SI/CXCR4 variants, whereas three group 2 V3 genotypes that lacked the particular substitution were derived from NSI/CCR5 variants in the family.
Previously, we suggested that the variants possessing group 1 V3 loops persisted in infected individuals independent of their clinical status, while the variants carrying group 2 V3 loops emerged during disease progression (35). In the present study, we have further extended this finding and attempted to ascertain the intrafamilial genealogy of variants carrying group 1 and 2 V3 sequences, using the env C2/V3 tree. The analysis showed that a cluster of C2/V3 sequences encoding the group 1 V3 (Fig. 4, cluster I) contained the ancestor node rooted by subtype E outgroups, suggesting that the cluster I variants had a close relationship to a variant establishing infections in this family. The analysis also revealed that a cluster of C2/V3 sequences encoding group 1 V3 loops from NH2 with AIDS (Fig. 4, cluster IV) directly originated from cluster I, which consists of C2/V3 sequences from NH1, NH2, and NH3. Because all of the group 1 V3 loops were exclusively associated with an NSI/R5 phenotype of the virus, the above evolutionary relationship suggests that the NSI/R5 variants were involved in person-to-person transmission and persistent infection in this family. Thus, the finding for HIV-1 subtype B infection that the NSI variant plays a critical role in sustaining infections in a human population (24, 32, 59) seems to be applicable also to this HIV-1 subtype E infection.
Furthermore, env C2/V3 phylogeny clearly showed that the group 2 V3 from the father (NH1) with AIDS and the group 2 V3 from the mother (NH2) with AIDS had evolved independently within each individual (Fig. 4, clusters III and V). This result suggests that the SI variants exhibiting similar coreceptor preference had evolved convergently in different individuals. Of note is that clusters III and V were shown to be derived from the NSI/R5 variants (Fig. 4, clusters I and IV, respectively), suggesting that the SI/X4 variants found in NH1 and NH2 at the late stages of infection (35) had indeed evolved from the NSI/R5 variants that had predominated in the early stages of infection rather than emerged via the outgrowth of SI/X4 variants that might have existed in the primary infection. Thus, these data support the notion that the convergent evolution of the SI/X4 phenotype from the NSI/R5 phenotype had occurred during progression of the disease in subtype E-infected individuals (35).
Taken together, the present analyses of the V3 function and C2/V3 lineages indicate the following evolutionary processes of the HIV-1 subtype E quasispecies in the family. First, the NSI variants carrying the group 1 V3 sequences (cluster I) had initiated infections in the three family members, NH1, NH2, and NH3. In NH1, the group 1 V3 NSI variants had evolved into the three subgroups: the NSI/R5 variants carrying V3 similar to the ancestral group 1 sequences (cluster I); the NSI/R5 variants divergent from cluster I and having V3 sequences with a single basic substitution from the ancestral group 1 sequence (cluster II); and the SI/X4 variants carrying the V3 sequences with two or three basic substitutions (cluster III). In NH2, the group 1 V3 NSI variants (cluster I) had evolved into two subgroups, the NSI/CCR5 variants carrying the group 1 sequences (cluster IV) and the SI/CXCR4 variants carrying the group 2 V3 with two or three basic substitutions (cluster V).
Detailed statistical analysis of synonymous and nonsynonymous substitution in this study revealed that the intensity of the positive selection force on the V3 sequence was related to the V3 phenotype lineage (Fig. 5; Table 2). All of the lineages in which V3 could dictate an SI/X4 phenotype showed an n/s ratio of V3 sequence higher than that obtained with the NSI/R5 lineages or to the ratio from the neutral hypothesis (Fig. 5, clusters III and V). These data suggest that the positive selection had occurred in the V3 sequences of SI/X4 variants. Although the neutral evolution of the V3 sequence cannot be rejected by the statistical test (Table 2), we interpret this statistical insignificance to be the result of the purifying selection which was occurring concurrently on the V3 region. Because the V3 loop is a critical determinant in specifying the coreceptor usage of the virus, many residues in this region would be subject to functional constraint. Unequal distribution of nonsynonymous substitutions in the V3 lineages may support this assumption. This antagonistic effect on the V3 sequence variation may be responsible for the statistically insignificant results in the present study. Similarly, nonsignificant results obtained with a similar analytical method were also observed in a study of primate lysozymes (57), in which these enzymes were thought to undergo positive selection on the basis of relatively high Ka/Ks ratio as seen in the V3 sequences of SI/X4 variants.
In contrast to the SI/X4 lineages, all of the lineages carrying the NSI/CCR5 phenotype-linked V3 sequences showed a lower n/s ratio independent of the clinical stages of infection compared to the ratio from the neutral hypothesis (Fig. 5, clusters I, II, and IV). Moreover, the statistical test showed that the Ka/Ks ratio is significantly lower than 1 in two of three lineages (Table 2, clusters I and II). These results indicate that a neutral evolution maintained a nucleotide variation of the V3 region in the NSI/R5 variants, and most of the nonsynonymous mutations had deleterious effects (i.e., purifying selection) in these variants. Unlike the case for the V3 sequence, the n/s ratios of regions flanking the various V3 sequences were similar to each other independent of the virus lineage or phenotype (Table 2). The ratio was lower than that for the V3 region in the SI/X4 lineages and higher than that for the V3 region in the NSI/R5 V3 lineages. This dissimilarity between the n/s ratio of V3 and the n/s ratio of its flanking region, together with the difference in the n/s ratio of V3 among the lineages, suggests that the V3 sequence of the SI/X4 variant had undergone a relatively strong positive selection compared with the flanking region, whereas that of the NSI/R5 variant had been maintained by strong purifying selection compared to the flanking region.
There are several reports that are relevant to the present work. The diversity of subtype E V3 sequences worldwide shows a bimodal pattern, reflecting the presence of two V3 subpopulations with distinct variation (9). The difference seems to correlate with the extent of positive charge in V3 and biological properties of the virus; a highly homogeneous set of V3 sequences were less positively charged and derived from asymptomatic carriers with an NSI variant, whereas more divergent sequences were more positively charged and derived from AIDS patients with SI variants (9, 56). Interestingly, this relationship between divergent pattern of V3 sequence, positive charge in V3, and biological property of virus seems to hold true for other subtypes. Subtype D has a highly diverse set of V3 compared to other HIV-1 group M subtypes, which correlates with increased positive charge in V3 (9). In contrast, subtype C has a less diverse and positively charged set of V3 than other subtypes and exhibits predominantly an NSI/CCR5 phenotype (9, 29, 30). Thus, our finding that V3 loop sequences are subjected to positive selection only when they dictate the SI/X4 phenotype of virus may be applicable to infections of HIV-1 group M subtypes.
Why do subtype E NSI/R5 variants identified in this study appear to be more resistant to positive selection pressure than the SI/X4 variants? First, it is possible that these NSI/R5 variants are more resistant to neutralization by antibodies against the V3 loop. It has been suggested that V3 loops of NSI variants are very poorly exposed to neutralizing antibodies (2). This may allow the NSI variants to survive under humoral immune pressure against their V3 sequences, while some SI variants may be eliminated by neutralizing antibodies recognizing their V3 loops. This difference in fitness between the NSI/R5 and SI/X4 variants may in turn lead to the difference in the number of substitutions driven by positive selection.
Second, even if the intensity of positive selection pressure is comparable among NSI/R5 and SI/X4 variants, the functional constraint to interact with the CXCR4 molecule may be much weaker than the constraint to interact with the CCR5 molecule. It was reported that the V1/V2 region of a dualtropic variant could confer on a macrophagetropic virus the ability to use CXCR4, even if the maximum efficiency of the CXCR4 usage was obtained by a combination of V1/V2 and V3 loop replacement (4). The V1/V2 ability to dictate the CXCR4 choice of virus may rescue a virus that has a V3 loop with a deleterious mutation of the CXCR4-dictating function, leading this region to be relatively changeable. Furthermore, the V3 loop sequences of laboratory NSI strains selected for growth in macrophages in vitro are generally highly conserved, whereas those of the laboratory SI strains selected for growth in the transformed T-cell lines are still highly variable (42). This implies that the NSI/R5 variants are more sensitive to mutations in the V3 loop than the SI/X4 variants in the absence of immune pressure. To determine why the V3 sequences of the NSI/R5 variants are more resistant to positive selection pressure than those of the SI/X4 variants, experiments to assess the neutralization sensitivity and intensity of the functional constraint of the HIV-1LAI-NHV3 recombinant viruses are in progress.
In summary, this study demonstrates that the V3 sequence of the HIV-1 subtype E NSI/CCR5 variants were more resistant to positive selection pressure than those of the SI/X4 variants and had evolved according to the neutral theory in the infection of the Japanese family. It is not clear whether it is applicable to another subtype or to a subtype E virus with very different V3 sequence. Further studies using more follow-up specimens from epidemiologically unrelated individuals and more extensive genetic elements are needed to confirm the generality of the present observations.
| |
ACKNOWLEDGMENTS |
|---|
We thank Keith Peden for providing pLAI, and we thank Naruya Saito for providing information about the statistical analysis of adaptive evolution. The following reagents were obtained through the AIDS Research and Reference Reagent Program, Division of AIDS, NIAID, NIH: HOS-CD4 cells and HOS-CD4 cell lines expressing CXCR4 or CCR5, from Nathaniel Landau.
This work was supported by grants from the Ministry of Health and Welfare of Japan, the Ministry of Education, Science and Culture of Japan, and the Science and Technology Agency of the Japanese Government.
| |
FOOTNOTES |
|---|
* Corresponding author. Mailing address: Laboratory of Molecular Virology and Epidemiology, AIDS Research Center, National Institute of Infectious Diseases, Toyama 1-23-1, Shinjuku, Tokyo 162-8640, Japan. Phone: (81-3) 5285-1111. Fax: (81-3) 5285-1177. E-mail: tshiino{at}nih.go.jp.
| |
REFERENCES |
|---|
|
|
|---|
| 1. | Bieniasz, P. D., R. A. Fridell, I. Aramori, S. S. Ferguson, M. G. Caron, and B. R. Cullen. 1997. HIV-1-induced cell fusion is mediated by multiple regions within both the viral envelope and the CCR-5 co-receptor. EMBO J. 16:2599-2609[CrossRef][Medline]. |
| 2. |
Bou-Habib, D. C.,
G. Roderiquez,
T. Oravecz,
P. W. Berman,
P. Lusso, and M. A. Norcross.
1994.
Cryptic nature of envelope V3 region epitopes protects primary monocytotropic human immunodeficiency virus type 1 from antibody neutralization.
J. Virol.
68:6006-6013 |
| 3. |
Chesebro, B.,
K. Wehrly,
J. Nishio, and S. Perryman.
1992.
Macrophage-tropic human immunodeficiency virus isolates from different patients exhibit unusual V3 envelope sequence homogeneity in comparison with T-cell-tropic isolates: definition of critical amino acids involved in cell tropism.
J. Virol.
66:6547-6554 |
| 4. |
Cho, M. W.,
M. K. Lee,
M. C. Carney,
J. F. Berson,
R. W. Doms, and M. A. Martin.
1998.
Identification of determinants on a dualtropic human immunodeficiency virus type 1 envelope glycoprotein that confer usage of CXCR4.
J. Virol.
72:2509-2515 |
| 5. | Choe, H., M. Farzan, Y. Sun, N. Sullivan, B. Rollins, P. D. Ponath, L. Wu, C. R. Mackay, G. LaRosa, W. Newman, N. Gerard, C. Gerard, and J. Sodroski. 1996. The beta-chemokine receptors CCR3 and CCR5 facilitate infection by primary HIV-1 isolates. Cell 85:1135-1148[CrossRef][Medline]. |
| 6. |
De Jong, J. J.,
A. De Ronde,
W. Keulen,
M. Tersmette, and J. Goudsmit.
1992.
Minimal requirements for the human immunodeficiency virus type 1 V3 domain to support the syncytium-inducing phenotype: analysis by single amino acid substitution.
J. Virol.
66:6777-6780 |
| 7. | Deng, H., R. Liu, W. Ellmeier, S. Choe, D. Unutmaz, M. Burkhart, P. Di Marzio, S. Marmon, R. E. Sutton, C. M. Hill, C. B. Davis, S. C. Peiper, T. J. Schall, D. R. Littman, and N. R. Landau. 1996. Identification of a major co-receptor for primary isolates of HIV-1. Nature 381:661-666[CrossRef][Medline]. |
| 8. | De Wolf, F., E. Hogervorst, J. Goudsmit, E. M. Fenyo, H. Rubsamen-Waigmann, H. Holmes, B. Galvao-Castro, E. Karita, C. Wasi, S. D. Sempala, E. Baan, F. Zorgdrager, V. Lukashov, S. Osmanov, C. Kuiken, M. Cornelissen, and WHO Network for HIV Isolation and Characterization. 1994. Syncytium-inducing and non-syncytium-inducing capacity of human immunodeficiency virus type 1 subtypes other than B: phenotypic and genotypic characteristics. AIDS Res. Hum. Retroviruses 10:1387-1400. |
| 9. | Dighe, P. K., B. Korber, and B. T. Foley. 1997. Global variation in the HIV-1 V3 region, p. 74-206. In B. Korber, B. Hahn, B. T. Foley, J. Mellors, T. Leitner, G. Myers, F. McCutchan, and C. Kuiken (ed.), Human retrovirus and AIDS, vol. III. Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, N. Mex. |
| 10. | Felsenstein, J. 1985. Confidence limits on phylogenies: an approach using the bootstrap. Evolution 39:783-791[CrossRef]. |
| 11. |
Felsenstein, J.
1989.
PHYLIP phylogeny inference package (version 3.2).
Cladistics
5:164-166.
|
| 12. | Fouchier, R. A., M. Brouwer, S. M. Broersen, and H. Schuitemaker. 1995. Simple determination of human immunodeficiency virus type 1 syncytium-inducing V3 genotype by PCR. J. Clin. Microbiol. 33:906-911[Abstract]. |
| 13. |
Fouchier, R. A.,
M. Groenink,
N. A. Kootstra,
M. Tersmette,
H. G. Huisman,
F. Miedema, and H. Schuitemaker.
1992.
Phenotype-associated sequence variation in the third variable domain of the human immunodeficiency virus type 1 gp120 molecule.
J. Virol.
66:3183-3187 |
| 14. | Ganeshan, S., R. E. Dickover, B. T. Korber, Y. J. Bryson, and S. M. Wolinsky. 1997. Human immunodeficiency virus type 1 genetic evolution in children with different rates of development of disease. J. Virol. 71:663-677[Abstract]. |
| 15. | Hill, C. M., H. Deng, D. Unutmaz, V. N. Kewalramani, L. Bastiani, M. K. Gorny, S. Zolla-Pazner, and D. R. Littman. 1997. Envelope glycoproteins from human immunodeficiency virus types 1 and 2 and simian immunodeficiency virus can use human CCR5 as a coreceptor for viral entry and make direct CD4-dependent interactions with this chemokine receptor. J. Virol. 71:6296-6304[Abstract]. |
| 16. | Hillis, D. M., and J. J. Bull. 1993. An empirical test of bootstrapping as a method for assessing confidence in phylogenetic analysis. Syst. Biol. 42:182-192[CrossRef]. |
| 17. | Ho, S. N., H. D. Hunt, R. M. Horton, J. K. Pullen, and L. R. Pease. 1989. Site-directed mutagenesis by overlap extension using the polymerase chain reaction. Gene 77:51-59[CrossRef][Medline]. |
| 18. |
Holmes, E. C.,
L. Q. Zhang,
P. Simmonds,
C. A. Ludlam, and A. J. Brown.
1992.
Convergent and divergent sequence evolution in the surface envelope glycoprotein of human immunodeficiency virus type 1 within a single infected patient.
Proc. Natl. Acad. Sci. USA
89:4835-4839 |
| 19. | Ichimura, H., S. C. Kliks, S. Visrutaratna, C. Y. Ou, M. L. Kalish, and J. A. Levy. 1994. Biological, serological, and genetic characterization of HIV-1 subtype E isolates from northern Thailand. AIDS Res. Hum. Retroviruses 10:263-269[Medline]. |
| 20. |
Kato, K.,
H. Sato, and Y. Takebe.
1999.
Role of naturally occurring basic amino acid substitutions on viral coreceptor usage and cellular tropism in human immunodeficiency virus type 1 subtype E envelope V3 loop.
J. Virol.
73:5520-5526 |
| 21. |
Kuiken, C. L.,
J. J. de Jong,
E. Baan,
W. Keulen,
M. Tersmette, and J. Goudsmit.
1992.
Evolution of the V3 envelope domain in proviral sequences and isolates of human immunodeficiency virus type 1 during transition of the viral biological phenotype.
J. Virol.
66:4622-4627 |
| 22. | Kumar, S., K. Tamura, and M. Nei. 1993. MEGA: molecular evolutionary genetics analysis, version 1.01. The Pennsylvania State University, University Park, Pa. |
| 23. | Lukashov, V. V., C. L. Kuiken, and J. Goudsmit. 1995. Intrahost human immunodeficiency virus type 1 evolution is related to length of the immunocompetent period. J. Virol. 69:6911-6916[Abstract]. |
| 24. |
McNearney, T.,
Z. Hornickova,
R. Markham,
A. Birdwell,
M. Arens,
A. Saah, and L. Ratner.
1992.
Relationship of human immunodeficiency virus type 1 sequence heterogeneity to stage of disease.
Proc. Natl. Acad. Sci. USA
89:10247-10251 |
| 25. |
Milich, L.,
B. Margolin, and R. Swanstrom.
1993.
V3 loop of the human immunodeficiency virus type 1 Env protein: interpreting sequence variability.
J. Virol.
67:5623-5634 |
| 26. | Myers, G., B. Korber, B. Hahn, K.-T. Jeang, J. Mellors, F. McCutchan, L. Henderson, and G. Pavlakis. 1995. Human retroviruses and AIDS 1995: a compilation and analysis of nucleic acid and amino acid sequences. Group T-10 Los Alamos National Laboratory, Los Alamos, N.Mex. |
| 27. | Nei, M., and T. Gojobori. 1986. Simple methods for estimating the numbers of synonymous and nonsynonymous nucleotide substitutions. Mol. Biol. Evol. 3:418-426[Abstract]. |
| 28. | Peden, K., M. Emerman, and L. Montagnier. 1991. Changes in growth properties on passage in tissue culture of viruses derived from infectious molecular clones of HIV-1LAI, HIV-1MAL, and HIV-1ELI. Virology 185:661-672[CrossRef][Medline]. |
| 29. | Peeters, M., R. Vincent, J. L. Perret, M. Lasky, D. Patrel, F. Liegeois, V. Courgnaud, R. Seng, T. Matton, S. Molinier, and E. Delaporte. 1999. Evidence for differences in MT2 cell tropism according to genetic subtypes of HIV-1: syncytium-inducing variants seem rare among subtype C HIV-1 viruses. J. Acquired Immune Defic. Syndr. Hum. Retrovirol. 20:115-121[Medline]. |
| 30. |
Ping, L. H.,
J. A. Nelson,
I. F. Hoffman,
J. Schock,
S. L. Lamers,
M. Goodman,
P. Vernazza,
P. Kazembe,
M. Maida,
D. Zimba,
M. M. Goodenow,
J. J. Eron, Jr.,
S. A. Fiscus,
M. S. Cohen, and R. Swanstrom.
1999.
Characterization of V3 sequence heterogeneity in subtype C human immunodeficiency virus type 1 isolates from Malawi: underrepresentation of X4 variants.
J. Virol.
73:6271-6281 |
| 31. | Profy, A. T., P. A. Salinas, L. I. Eckler, N. M. Dunlop, P. L. Nara, and S. D. Putney. 1990. Epitopes recognized by the neutralizing antibodies of an HIV-1-infected individual. J. Immunol. 144:4641-4647[Abstract]. |
| 32. | Roos, M. T., J. M. Lange, R. E. de Goede, R. A. Coutinho, P. T. Schellekens, F. Miedema, and M. Tersmette. 1992. Viral phenotype and immune response in primary human immunodeficiency virus type 1 infection. J. Infect. Dis. 165:427-432[Medline]. |
| 33. | Saitou, N., and M. Nei. 1987. The neighbor-joining method: a new method for reconstructing phylogenetic trees. Mol. Biol. Evol. 4:406-425[Abstract]. |
| 34. | Sato, H., K. Kato, and Y. Takebe. 1999. Functional complementation of the envelope hypervariable V3 loop of human immunodeficiency virus type 1 subtype B by the subtype E V3 loop. Virology 257:491-501[CrossRef][Medline]. |
| 35. |
Sato, H.,
T. Shiino,
N. Kodaka,
K. Taniguchi,
Y. Tomita,
K. Kato,
T. Miyakuni, and Y. Takebe.
1999.
Evolution and biological characterization of human immunodeficiency virus type 1 subtype E gp120 V3 sequences following horizontal and vertical virus transmission in a single family.
J. Virol.
73:3551-3559 |
| 36. | Sato, H., K. Taniguchi, Y. Tomita, T. Shiino, T. Miyakuni, and Y. Takebe. 1997. Evidence for the selective pressure to reduce heterogeneity of HIV-1 subtype E envelope V3-loop sequences in an intrafamilial infection case. AIDS 11:396-397[Medline]. |
| 37. | Scarlatti, G., E. Tresoldi, A. Bjorndal, R. Fredriksson, C. Colognesi, H. K. Deng, M. S. Malnati, A. Plebani, A. G. Siccardi, D. R. Littman, E. M. Fenyo, and P. Lusso. 1997. In vivo evolution of HIV-1 co-receptor usage and sensitivity to chemokine-mediated suppression. Nat. Med. 3:1259-1265[CrossRef][Medline]. |
| 38. | Scholtissek, C. 1979. The genes coding for the surface glycoproteins of influenza A viruses contain a small conserved and a large variable region. Virology 93:594-597[CrossRef][Medline]. |
| 39. | Scholtissek, C. 1987. Molecular aspects of the epidemiology of virus disease. Experientia 43:1197-1201[CrossRef][Medline]. |
| 40. | Seibert, S. A., C. Y. Howell, M. K. Hughes, and A. L. Hughes. 1995. Natural selection on the gag, pol, and env genes of human immunodeficiency virus 1 (HIV-1). Mol. Biol. Evol. 12:803-813[Abstract]. |
| 41. |
Shioda, T.,
J. A. Levy, and C. Cheng-Mayer.
1992.
Small amino acid changes in the V3 hypervariable region of gp120 can affect the T-cell-line and macrophage tropism of human immunodeficiency virus type 1.
Proc. Natl. Acad. Sci. USA
89:9434-9438 |
| 42. | Shpaer, E. G., E. L. Delwart, C. L. Kuiken, J. Goudsmit, M. H. Bachmann, and J. I. Mullins. 1994. Conserved V3 loop sequences and transmission of human immunodeficiency virus type 1. AIDS Res. Hum. Retroviruses 10:1679-1684[Medline]. |
| 43. |
Simmonds, P.,
P. Balfe,
C. A. Ludlam,
J. O. Bishop, and A. J. Brown.
1990.
Analysis of sequence diversity in hypervariable regions of the external glycoprotein of human immunodeficiency virus type 1.
J. Virol.
64:5840-5850 |
| 44. | Simmons, G., D. Wilkinson, J. D. Reeves, M. T. Dittmar, S. Beddows, J. Weber, G. Carnegie, U. Desselberger, P. W. Gray, R. A. Weiss, and P. R. Clapham. 1996. Primary, syncytium-inducing human immunodeficiency virus type 1 isolates are dual-tropic and most can use either Lestr or CCR5 as coreceptors for virus entry. J. Virol. 70:8355-8360[Abstract]. |
| 45. | Tajima, F., and M. Nei. 1984. Estimation of evolutionary distance between nucleotide sequences. Mol. Biol. Evol. 1:269-285[Abstract]. |
| 46. |
Thompson, J. D.,
D. G. Higgins, and T. J. Gibson.
1994.
CLUSTAL W: improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position-specific gap penalties and weight matrix choice.
Nucleic Acids Res.
22:4673-4680 |
| 47. | Vogel, T., R. Kurth, and S. Norley. 1994. The majority of neutralizing Abs in HIV-1-infected patients recognize linear V3 loop sequences. Studies using HIV-1MN multiple antigenic peptides. J. Immunol. 153:1895-1904[Abstract]. |
| 48. |
Westervelt, P.,
D. B. Trowbridge,
L. G. Epstein,
B. M. Blumberg,
Y. Li,
B. H. Hahn,
G. M. Shaw,
R. W. Price, and L. Ratner.
1992.
Macrophage tropism determinants of human immunodeficiency virus type 1 in vivo.
J. Virol.
66:2577-2582 |
| 49. |
Willey, R. L.,
D. H. Smith,
L. A. Lasky,
T. S. Theodore,
P. L. Earl,
B. Moss,
D. J. Capon, and M. A. Martin.
1988.
In vitro mutagenesis identifies a region within the envelope gene of the human immunodeficiency virus that is critical for infectivity.
J. Virol.
62:139-147 |
| 50. |
Willey, R. L.,
T. S. Theodore, and M. A. Martin.
1994.
Amino acid substitutions in the human immunodeficiency virus type 1 gp120 V3 loop that change viral tropism also alter physical and functional properties of the virion envelope.
J. Virol.
68:4409-4419 |
| 51. | Wolinsky, S. M., B. T. Korber, A. U. Neumann, M. Daniels, K. J. Kunstman, A. J. Whetsell, M. R. Furtado, Y. Cao, D. D. Ho, and J. T. Safrit. 1996. Adaptive evolution of human immunodeficiency virus-type 1 during the natural course of infection. Science 272:537-542[Abstract]. |
| 52. | Wu, L., N. P. Gerard, R. Wyatt, H. Choe, C. Parolin, N. Ruffing, A. Borsetti, A. A. Cardoso, E. Desjardin, W. Newman, C. Gerard, and J. Sodroski. 1996. CD4-induced interaction of primary HIV-1 gp120 glycoproteins with the chemokine receptor CCR-5. Nature 384:179-183[CrossRef][Medline]. |
| 53. | Yamashita, A., N. Yamamoto, J. Matsuda, and Y. Koyanagi. 1994. Cell type-specific heterogeneity of the HIV-1 V3 loop in infected individuals: selection of virus in macrophages and plasma. Virology 204:170-179[CrossRef][Medline]. |
| 54. |
Yang, Z.
1997.
PAML: a program package for phylogenetic analysis by maximum likelihood.
CABIOS
13:555-556 |
| 55. | Yang, Z., S. Kumar, and M. Nei. 1995. A new method of inference of ancestral nucleotide and amino acid sequences. Genetics 141:1641-1650[Abstract]. |
| 56. | Yu, X. F., Z. Wang, C. Beyrer, D. D. Celentano, C. Khamboonruang, E. Allen, and K. Nelson. 1995. Phenotypic and genotypic characteristics of human immunodeficiency virus type 1 from patients with AIDS in northern Thailand. J. Virol. 69:4649-4655[Abstract]. |
| 57. | Zhang, J., S. Kumar, and M. Nei. 1997. Small-sample tests of episodic adaptive evolution: a case study of primate lysozymes. Mol. Biol. Evol. 14:1335-1338[Medline]. |
| 58. | Zhang, L., R. S. Diaz, D. D. Ho, J. W. Mosley, M. P. Busch, and A. Mayer. 1997. Host-specific driving force in human immunodeficiency virus type 1 evolution in vivo. J. Virol. 71:2555-2561[Abstract]. |
| 59. | Zhu, T., H. Mo, N. Wang, D. S. Nam, Y. Cao, R. A. Koup, and D. D. Ho. 1993. Genotypic and phenotypic characterization of HIV-1 patients with primary infection. Science 261:1179-1181. |
This article has been cited by other articles:
| ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||