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Journal of Virology, December 2004, p. 14012-14022, Vol. 78, No. 24
0022-538X/04/$08.00+0     DOI: 10.1128/JVI.78.24.14012-14022.2004
Copyright © 2004, American Society for Microbiology. All Rights Reserved.

A Dominant Role for CD8⁺-T-Lymphocyte Selection in Simian Immunodeficiency Virus Sequence Variation

David H. O'Connor,¹ Adrian B. McDermott,¹ Kendall C. Krebs,¹ Elizabeth J. Dodds,¹ Jacqueline E. Miller,¹ Edna J. Gonzalez,¹ Timothy J. Jacoby,¹ Levi Yant,¹ Helen Piontkivska,² Ralph Pantophlet,³ Dennis R. Burton,³ William M. Rehrauer,¹ Nancy Wilson,¹ Austin L. Hughes,² and David I. Watkins^1*

Wisconsin Primate Research Center and Department of Pathology and Laboratory Medicine, University of Wisconsin, Madison, Wisconsin,¹ Department of Biological Sciences, University of South Carolina, Columbia, South Carolina,² The Scripps Research Institute, La Jolla, California³

Received 11 May 2004/ Accepted 4 August 2004

Top Abstract Introduction Materials and Methods Results Discussion References

 
CD8⁺ T lymphocytes (CD8-TL) select viral escape variants in both human immunodeficiency virus and simian immunodeficiency virus (SIV) infections. The frequency of CD8-TL viral escape as well as the contribution of escape to overall virus diversification has not been assessed. We quantified CD8-TL selection in SIV infections by sequencing viral genomes from 35 SIVmac239-infected animals at the time of euthanasia. Here we show that positive selection for sequences encoding 46 known CD8-TL epitopes is comparable to the positive selection observed for the variable loops of env. We also found that >60% of viral variation outside of the viral envelope occurs within recognized CD8-TL epitopes. Therefore, we conclude that CD8-TL selection is the dominant cause of SIV diversification outside of the envelope.

Top Abstract Introduction Materials and Methods Results Discussion References

 
CD8⁺-T-lymphocyte (CD8-TL) responses against human immunodeficiency virus (HIV) and simian immunodeficiency virus (SIV) select viral escape variants that are poorly recognized by the immune system. The number of CD8-TL responses that select escape variants and the contribution of CD8-TL selection to viral diversification are unknown. CD8-TL responses against HIV and SIV are broadly directed, as they target epitopes in all viral proteins (11, 26). If many of these responses select for viral variants, CD8-TL escape may be principally responsible for sequence changes that accumulate within infected individuals, an outcome recently hypothesized by Overbaugh and Bangham (40).

Until recently, the molecular and immunologic tools that are necessary to analyze CD8-TL selection at the genome level have been unavailable. Most studies of CD8-TL escape have focused on single epitopes or small groups of epitopes clustered in single SIV and HIV genes (4, 7, 16, 20, 22, 43, 44). While they were instrumental in demonstrating that CD8-TL selection is a cardinal feature of SIV and HIV infections, these studies could not comprehensively evaluate the frequency of CD8-TL escape throughout the viral genome.

High-throughput DNA sequencing technologies now enable the sequencing of entire SIV genomes from infected animals (38). Additionally, 46 CD8-TL epitopes bound by the high-frequency Indian rhesus macaque major histocompatibility complex class I (MHC class I) alleles Mamu-A*01 (3), -A*02 (28a), and -B*17 (34) are now known. By sequencing complete viral genomes spanning these 46 CD8-TL epitopes, we can now directly measure the frequency of CD8-TL selection.

With this study, we found that CD8-TL escape is common, with sequences encoding 23 of 46 epitopes accumulating variations that are consistent with escape. Within a single animal, >64% of the nonsynonymous viral variants outside of the envelope were located within recognized CD8-TL epitopes, suggesting that CD8-TL escape is a primary selector of within-host diversity.

Top Abstract Introduction Materials and Methods Results Discussion References

 
Viruses and animals. The 35 animals used for the bulk of the analyses were infected with SIVmac239 between 1998 and 2001. These animals were challenged with SIV in trials of vaccine efficacy and pathogenesis (2, 21, 33, 39). Several of the animals received vaccines encoding SIV gene fragments, but we do not believe that these vaccines altered the natural course of infection or modulated the overall immune responses to the virus. Viral loads were monitored either by quantitative kinetic reverse transcription-PCR as previously described (29) or by branched DNA assays (Bayer Diagnostics, Emeryville, Calif.). CD4⁺ counts were determined as previously described (15). Animals were euthanized when they showed signs of physical distress or developed opportunistic infections typical of simian AIDS.

MHC genotyping. Allele-specific primers for Mamu-A*01, -A*02, and -B*17 were used to genotype all 35 animals as previously described (25).

Statistical analyses. The number of synonymous substitutions per synonymous site (d_S) and the number of nonsynonymous substitutions per nonsynonymous site (d_N) were estimated by the method of Nei and Gojobori (35) for the sequence obtained from each virus and for the inoculum sequence. Since the Vif_100-107VI8 CD8-TL epitope was identified partly based on variation data from this study, it was excluded from statistical analyses. In preliminary analyses, more complex models of nucleotide substitution (28, 50) yielded identical results, as expected when (as in the present data) the number of substitutions per site is low (36). In the case of ambiguous nucleotides, we assumed equal occurrences of the possible nucleotides in the viral population in any given monkey. Because the virus from each monkey was compared independently with the inoculum, each comparison was phylogenetically (17) and thus statistically independent. The property of statistical independence enabled us to use statistical methods that are not dependent on assumptions regarding the substitution model and thus have more robustness than model-based methods that are typically applied for analyses of nucleotide substitution patterns. Undetermined bases, which likely resulted from insertion-deletion replacements, were excluded from the analyses.

Variable loop regions. All variable loop regions were designated as described in another study (12).

Viral sequencing. Viruses were sequenced at the time of host death as described previously (38), with slight modifications. An additional set of eight PCR primer pairs was used to amplify problematic regions of the genome. Mixed populations of sequences with different lengths, particularly in env, could not be resolved by direct sequencing and are annotated with "X's" in Fig. S1 in the supplemental material. The sequences were run on either an ABI 377 or ABI 3730 automated DNA sequencer (Applied Biosystems, Foster City, Calif.). Sequences were edited with Sequencher 4.1 (Genecodes, Ann Arbor, Mich.), and mixed-base polymorphisms were identified automatically by Sequencher. Nucleotide sequences were aligned with the wild-type SIVmac239 sequence in MacVector 7.2, trial version (Accelrys, San Diego, Calif.). These nucleotide alignments were conceptually translated into amino acid alignments that distinguish mixed-base substitutions from complete substitutions by use of a script written by D. H. O'Connor in Lasso dynamic markup language (Blueworld, Bellevue, Wash.).

Enumerating SIV-specific CD8-TL responses by IFN- ELISPOT. An enzyme-linked immunospot (ELISPOT) assay for gamma interferon (IFN-) was performed as previously described (29). For investigations of CD8-TL responses spanning variable sites, 15-mer peptides spanning variable sites in multiple orientations (e.g., 15-mers with the variable site at the beginning, middle, or end) were tested for their reactivities. Experimental samples with >10 spots and a mean spot count of more than the following were considered positive: (mean spot-forming count [SFC] of wells containing no peptide) + 2 x (standard deviation of wells containing no peptide). All peptides were tested in duplicate.

Peptide pools containing 10 peptides each were tested for their reactivities with cells from SIVmac239-infected animals infected at the National Primate Research Center between 1999 and 2004. The same criteria for positivity were used for peptide pools as for individual peptides. Each peptide pool was tested for recognition with cells from at least 22 animals. Peptide pools were tested at least once per animal, and in many instances, the peptide pools were tested at several time points for a single animal. The frequency of recognition was determined by calculating the number of animals whose cells recognized a peptide pool and dividing this by the number of animals whose cells were tested with the peptide pool. The average ELISPOT reactivity was calculated by taking the arithmetic mean of the recognition frequencies for all peptide pools for a particular protein.

Nucleotide sequence accession numbers. The SIVmac virus sequences examined in this study are available in GenBank under accession numbers AY611486 to AY611495, AY576480 to AY576481, AY599198 to AY599201, AY607701 to AY607704, AY600249, AY587015, AY597209, AY603959, and AY588945 to AY588946.

Top Abstract Introduction Materials and Methods Results Discussion References

 
Viral variation is consistent with escape for 23 SIV CD8-TL epitopes. We assessed the frequency of CD8-TL escape within individual hosts by examining 46 CD8-TL responses restricted by the high-frequency Indian rhesus macaque MHC class I alleles Mamu-A*01, -A*02, and -B*17 (3, 34). In addition to the 45 previously described epitopes, a Mamu-A*01-restricted CD8-TL response in Vif (Vif_100-107VI8) that was previously deemed nonreactive (3) was identified during this study. These epitopes bind to MHC class I molecules with high affinities and are recognized by CD8-TL isolated from SIV-infected animals, so this epitope set was not intentionally biased with respect to escape tendency, epitope localization, and response avidity.

The sequences encoding the 46 CD8-TL epitopes were evaluated for viruses isolated from 35 SIVmac239-infected animals at the time of euthanasia. Of the 35 animals, 21 were positive for Mamu-A*01, 6 were positive for Mamu-A*02, and 4 were positive for Mamu-B*17. The survivorship of the 35 animals ranged from 14 to 167 weeks, with viral loads at the time of sacrifice ranging from 9,500 to 410,000,000 viral RNA copies per ml of plasma (Table 1). These values are typical of animals infected with SIVmac239, for which the median time of survival is approximately 52 weeks (39).

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TABLE 1. Survival, clinical parameters at time of sacrifice, and PCR-SSP MHC class I typing of 35 SIVmac239-infected animals

The virus isolated at the time of sacrifice from each animal was sequenced to identify the dominant nucleotide(s) present at each site in the viral genome (38) (see Fig. S1 in the supplemental material). The sequences at the time of host death were conceptually translated and then aligned with SIVmac239 protein sequences.

Sequences encoding 57% (8 of 14) of the Mamu-A*01-restricted CD8-TL epitopes had amino acid changes in at least 1 of the 21 Mamu-A*01-positive animals (Fig. 1). Viruses from individual animals had amino acid replacements in one to seven Mamu-A*01-restricted CD8-TL epitopes (Fig. 1). The number of epitopes harboring variation correlated with survivorship: an average of 1.9 Mamu-A*01-restricted epitopes accumulated variations in animals that survived for less than 1 year, while animals that survived for more than 1 year had variations in 4.2 Mamu-A*01-restricted epitopes. This suggests that variation accumulates throughout an infection, with some variations arising only after a prolonged infection. Seven of the eight Mamu-A*01-positive animals with the longest times of survival and known viral loads at the time of sacrifice had viral loads below 10⁶ copies/ml, which may reflect a replicative disadvantage to viruses containing mutations in multiple CD8-TL epitopes. Alternately, lower viral loads may simply delay the onset of AIDS (30), lengthening the time of survival and increasing the likelihood of developing CD8-TL epitope mutations. Viruses from 14 Mamu-A*01-negative animals were sequenced to exclude the possibility that this variation was due to epitope localization in mutational hot spots or to genetic drift. Sixty-seven Mamu-A*01-restricted epitopes accumulated variations in the 21 Mamu-A*01-positive macaques (mean, 3.2 per animal), and only nine sequences encoding Mamu-A*01-restricted epitopes contained variants in the 14 Mamu-A*01-negative animals (mean, 0.6 per animal) (Fig. 1; also see Fig. S2 in the supplemental material). Similar analyses were performed for the six Mamu-A*02-positive and four Mamu-B*17-positive animals. Forty-seven percent (9 of 19) of the Mamu-A*02-restricted epitopes had variations in Mamu-A*02-positive animals (Fig. 1). Each Mamu-A*02-positive animal had variations in at least two Mamu-A*02 epitopes, while the longest lived Mamu-A*02-positive animal, 96031, had variations in seven Mamu-A*02-restricted epitopes. Forty-two percent (5 of 12) of the Mamu-B*17-restricted epitopes accumulated substitutions in Mamu-B*17-positive animals, with an average of 3.8 variable epitopes per animal (Fig. 1).

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FIG. 1. Amino acid replacements in sequences encoding 23 known CD8-TL epitopes. Nucleotide sequences spanning each CD8-TL epitope were conceptually translated. Dots indicate identity with the wild-type amino acid residue. Amino acid replacements that resulted from a mixed population of the wild-type sequence and a variant sequence are indicated with lowercase one-letter amino acid abbreviations of the variant amino acids. For example, a mixed base in the dominant sequence within the second codon of Gag181-189CM9 in animal 95084 gave rise to two possible amino acid outcomes, the wild-type threonine (T) or a variant isoleucine (I). In the alignment, this change is denoted with "i." Codons for which more than two amino acids can be inferred from the direct sequence are annotated with an "X." Complete nucleotide substitutions that changed the resultant amino acid are indicated with uppercase one-letter amino acid abbreviations. (A) Amino acid replacements in eight previously identified Mamu-A*01-restricted CD8-TL epitopes, plus a ninth epitope (Vif100-107VI8) that was identified in this study. (B) Amino acid replacements in nine Mamu-A*02-restricted CD8-TL epitopes. (C) Amino acid replacements in five Mamu-B*17-restricted CD8-TL epitopes.

Most epitopes had a characteristic pattern of amino acid variation, with variations accumulating at the same residues in multiple animals. For example, viruses from all six Mamu-A*02-positive animals contained a replacement of serine for leucine at amino acid 5 of the Env_787-794RY8 epitope (Fig. 1). None of the sequences from Mamu-A*02-negative animals, in contrast, had variations in this epitope. This reproducible variation suggests that the sequence space available to CD8-TL epitopes is restricted, and thus most possible variants will have deleterious structural or functional consequences (18, 37, 42). The emergence of identical amino acid variants is a signature of CD8-TL selection, as previously suggested for an analysis of six SIV CD8-TL epitopes (6). Interestingly, variation does not occur in the same epitopes in all animals. The Mamu-A*01-restricted Env_620-628TL9 epitope, for example, accumulated variations in 52% of the Mamu-A*01-positive animals (11 of 21). The prevalent amino acid substitution in this epitope, however, was consistent, with a serine-for-asparagine replacement at position 8 in 8 of the 11 animals.

We also investigated whether animals expressing a combination of MHC class I alleles harbor viruses with escape epitopes bound by multiple alleles. Five of the animals expressed two of the MHC class I alleles considered in this study. The Mamu-A*01- and -A*02-positive macaques 95084 and 96031 had amino acid replacements in 10 and 13 CD8-TL epitopes, respectively (Fig. 1). Similarly, sequences from the Mamu-A*01- and -B*17-positive animals 2065 and 1937 had variations in an average of 7.5 epitopes. In both instances, the number of epitopes with variations was approximately double the number of epitopes that varied in animals with only one of these alleles. Viruses from Mamu-A*01-, -A*02-, and -B*17-negative animals, in contrast, averaged variation in only 1.9 epitopes. Therefore, the amount of variation in sequences encoding CD8-TL epitopes appears to be independent of the MHC class I allele and is additive.

The majority of SIV variation outside of the envelope occurs in CD8-TL epitopes. Since most rhesus macaques express more than six MHC class I alleles (8), Mamu-A*01, -A*02, and -B*17 epitope variations likely underestimate the contribution of CD8-TL pressure to SIV diversification. We tested this with animal 2065, which was selected because it expressed both Mamu-A*01 and Mamu-B*17 and had an intermediate time of survival (75 weeks). The virus recovered from animal 2065 had 50 nonsynonymous nucleotide substitutions at the host's time of death. Twenty-five of these nonsynonymous substitutions were in env. Env is a target for immune selection by both antibodies (41, 45, 48) and CD8-TL (7). Overlapping epitopes recognized by both humoral and cellular immune responses (26), as well as CD8-TL epitopes that contain residues responsible for altered cell tropism (46), confound the attribution of particular sequence changes to discrete selective pressures. Therefore, substitutions in env were excluded from our analysis. Three of the 25 non-env substitutions were suboptimal nucleotides in the SIVmac239 molecular clone (1). These suboptimal nucleotides were also excluded from further analyses.

Of the remaining 22 substitutions, 18% (4 of 22) (Fig. 2) were located within Mamu-A*01- and Mamu-B*17-restricted CD8-TL epitopes. Two of these epitopes (Pol_147-156LV10 and Nef_165-173IW9) were recognized at 70 weeks postinfection by CD8-TL from animal 2065 in an IFN- ELISPOT assay (data not shown). The Tat_28-35SL8 epitope was not recognized by CD8-TL at 70 weeks postinfection, but acute-phase CD8-TL against this epitope in animal 2065 have been described previously (39). Epitope variation in the fourth epitope,Nef_195-203MW9, was observed by 29 weeks postinfection, and it is possible that our failure to detect this response at 70 weeks postinfection was due to this early variation.

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FIG. 2. CD8-TL responses against variable regions in the virus from macaque 2065 at the time of sacrifice. The nucleotide sequence of the virus from animal 2065 was translated and aligned with the wild-type SIVmac239 sequence as described in the legend to Fig. 1. The 25 amino acid variants are boxed in black. Three of these 25 amino acid variants resulted from the selection of variants at suboptimal nucleotides in the SIVmac239 molecular clone, and these are shaded green. We first examined whether the remaining 22 variants were located within known Mamu-A*01- and Mamu-B*17-restricted CD8-TL recognized by animal 2065 (1). Recognized Mamu-A*01-restricted epitopes containing variations are boxed in magenta with yellow shading. Similarly, recognized Mamu-B*17-restricted epitopes containing variations are boxed in blue with yellow shading. Recognized Mamu-A*01 and Mamu-B*17 epitopes against invariant regions in the virus from animal 2065 virus are shaded magenta and blue, respectively. Known Mamu-A*01 and Mamu-B*17 epitopes that were not recognized by CD8-TL from animal 2065 are boxed in magenta and blue, respectively. Two known Mamu-A*01 epitopes were not tested and are indicated with red boxes with double lines. The Mamu-A*01-restricted Vif100-107VI8 epitope that was discovered in this study is shown with a red dashed box. Yellow shading with no flanking box indicates CD8-TL-reactive regions outside of known Mamu-A*01 and Mamu-B*17 epitopes that were identified by IFN- ELISPOT.

We synthesized 15-mer peptides spanning each of the remaining 18 variants and tested them for CD8-TL reactivity following peptide stimulation. CD8-TL responses that select escape variants are difficult to detect ex vivo during chronic infections (24), particularly if the escape occurs early during infection (7, 44). Therefore, we tested samples collected at 16, 64, and 75 weeks postinfection. Peptides spanning 11 of the 18 amino acid variants were recognized by CD8-TL (Fig. 2; also see Fig. S3 in the supplemental material). In total, 64% (14 of 22) of the amino acid substitutions in animal 2065 occurred within recognized CD8-TL epitopes, demonstrating that CD8-TL selection is the dominant cause of SIV variation outside of env.

Positive selection of known CD8-TL epitopes and in nef. Envelope sequence changes are concentrated in five hypervariable variable loops (termed V1 to V5) that may protect HIV from antibody recognition (9, 49). These loops contribute extensively to the overall variation of the envelope gene, which is widely cited as the apotheosis of HIV sequence diversity (19, 40). Since MHC-restricted variation frequently accumulates in CD8-TL epitopes, we reasoned that the intensity of selection within the CD8-TL epitopes might be comparable to selection in the envelope hypervariable loops.

The mean number of nonsynonymous substitutions per nonsynonymous site (d_N = 0.0113 ± 0.0029 [mean ± standard error of the mean]) was significantly larger (by a paired t test) than the mean number of synonymous substitutions per synonymous site (d_S = 0.0062 ± 0.0031) for the variable loops of env, consistent with the positive selection of variants (Fig. 3A). In contrast, for the remainder of env, the mean d_N (0.0047 ± 0.0005) and mean d_S (0.0053 ± 0.0008) were not significantly different. Surprisingly, the mean d_N for the variable loops was not significantly different from that for the non-env CD8-TL epitopes (0.0165 ± 0.0016). Therefore, in our cohort, nonsynonymous nucleotide substitutions accumulated as rapidly in the regions of the virus encoding known CD8-TL epitopes as in the variable loops of the envelope. Unexpectedly, we also found that the mean d_N for the variable loops did not differ significantly from that for the nef gene (0.0089 ± 0.0011). While other selective pressures may contribute to the unusually high mean d_N for nef (23), these data suggest that selection by Nef-specific CD8-TL may be unusually prominent.

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FIG. 3. Sequences encoding CD8-TL epitopes evolve under positive selection. (A) Mean numbers of synonymous substitutions per synonymous site (dS) and nonsynonymous substitutions per nonsynonymous site (dN) for the nef gene, restricted CD8-TL epitopes (excluding the env gene), and variable regions of env. (B) Mean numbers of synonymous substitutions per synonymous site (dS) and nonsynonymous substitutions per nonsynonymous site (dN) for nonepitope regions, nonrestricted epitopes, and restricted epitopes. A factorial analysis of variance in dN values by a general linear model approach showed significant effects for the epitopes (P < 0.001). Numbers in parentheses are the numbers of comparisons versus the inoculum on which each mean is based. *, comparisons for which the mean dN was significantly larger than the mean dS.

We next investigated whether the sequences encoding CD8-TL epitopes throughout the entire SIV genome evolved under positive selection. We tested for differences in the patterns of nucleotide substitution among nonepitope regions, CD8-TL epitopes that are known to be restricted by the class I MHC of the monkey from which the virus was obtained (restricted epitopes), and the same CD8-TL epitopes in animals that did not express the restricting MHC class I allele (nonrestricted epitopes). The mean d_S values showed no significant differences for restricted epitopes, nonrestricted epitopes, and nonepitope regions (Fig. 3B). In contrast, the mean d_N was significantly higher for restricted epitopes than for either nonrestricted epitopes or nonepitope regions (Dunnett's test; P < 0.001). For nonepitope regions, the mean d_S (0.0045 ± 0.0004) did not differ significantly from the mean d_N (0.042 ± 0.0002) (paired t test). Similarly, for nonrestricted epitopes, the mean d_S (0.0052 ± 0.0010) and mean d_N (0.0061 ± 0.0007) did not differ significantly (paired t test). However, for restricted epitopes, the mean d_N (0.0141 ± 0.0013) was significantly larger than the mean ds (0.0053 ± 0.0010) (paired t test; P < 0.001).

d_N significantly exceeded d_S in these comparisons, suggesting that positive Darwinian selection is a factor in enhancing the rate of amino acid sequence evolution in SIV. Since this pattern was observed for restricted epitopes but not for either nonrestricted epitopes or nonepitope regions, these results implicate CD8-TL as the selective factor.

Positive selection in nef, rev, and vif correlates with CD8-TL responses against epitopes in these proteins. We next investigated the selection of individual SIV genes. For all genes in all monkeys, the mean d_S (0.0045 ± 0.0005) was very similar to the mean d_N (0.0040 ± 0.0003). However, both the mean d_S and the mean d_N were strikingly different among genes (Fig. 4). The vpx gene showed the lowest mean d_N (0.0010 ± 0.0004); this value was significantly lower than those for vif, vpr, tat, rev, env, and nef (simultaneous P < 0.05; Dunnett's test). For nef, rev, and vif, the mean d_N values for the 35 monkeys were significantly larger than the mean d_S values (paired-sample t tests; for vif, P < 0.001; for rev, P = 0.005; for nef, P < 0.001).

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FIG. 4. Significant elevation of dN in three SIV genes that are frequently recognized by CD8-TL. (A) Mean numbers of synonymous substitutions per synonymous site (dS) and nonsynonymous substitutions per nonsynonymous site (dN) for the nine SIV protein-coding genes. Means for both dS and dN were significantly different among genes (one-way analysis of variance; P < 0.001 in both cases). *, genes for which the mean dN was significantly larger than the mean dS. (B) Frequencies of IFN- ELISPOT recognition of SIV. Pools of 10 peptides were tested for IFN- ELISPOT reactivity with cells from at least 22 SIVmac239-infected animals, and the frequencies of recognition are shown with gray bars. The location of the gray bar within a protein corresponds with the proteomic location of the peptide pool (e.g., the left-most gray bar for Gag is the peptide pool containing the amino terminus of Gag). The mean frequency of recognition for the peptide pools in a protein is shown with a red bar to the right of each peptide pool series.

Given our observation that most nonsynonymous variation occurred within recognized CD8-TL epitopes, we hypothesized that the elevated d_N values for nef, rev, and vif were indicative of CD8-TL responses against epitopes in these proteins. To test this hypothesis, we analyzed SIV-specific IFN- ELISPOT results in SIVmac239-infected animals. Peripheral blood mononuclear cells (PBMC) from these animals were stimulated with pools of approximately 10 peptides each, as described previously (33). On average, each peptide was tested with cells from 29 animals, and all peptides were tested with cells from at least 22 animals. We calculated the percentages of animals that recognized, on average, all of the peptide pools for each SIV protein. The most frequently recognized proteins in this data set were Nef, Rev, Gag, and Vif (Fig. 4B). The lack of nonsynonymous variation in gag, in spite of its frequent recognition by CD8-TL, may be due to structural and functional constraints that limit tolerated variation (18, 42).

Top Abstract Introduction Materials and Methods Results Discussion References

 
CD8-TL play a dominant role in selecting amino acid variations in SIV. We showed here that 50% of known SIV CD8-TL epitopes accumulate amino acid replacements consistent with CD8-TL escape and that SIV amino acid replacements outside of Env accumulate primarily as a result of CD8-TL selection. Nonetheless, the actual effect of CD8-TL escape on virus variation may still be underestimated in this study. We did not examine compensatory substitutions that occur in regions flanking CD8-TL epitopes but that may mitigate the fitness cost of maintaining amino acid replacements (18, 22, 42) or may directly reduce CD8-TL recognition by affecting antigen processing (13, 51, 52). For example, virus particles containing a substitution of cysteine for tyrosine at position Nef₁₉₃ from animal 2065 might escape recognition by Nef_195-203MW9 CD8-TL.

If CD8-TL escape is so pervasive, why was the existence of this phenomenon initially so controversial (5)? Our results supply three possibilities. Firstly, while we showed that 50% of known CD8-TL responses select for escape variants, studies that utilized small epitope groups may have inadvertently focused on responses that rarely select for escape variants. Indeed, while most of the strongest CD8-TL responses select for epitope variants, epitopes such as Mamu-A*01-restricted Gag_372-379LF8 elicit persistent, strong CD8-TL responses but rarely select viral variants until very late in infection (data not shown).

Secondly, and paradoxically, it is possible that CD8-TL escape has been difficult to detect because it is so common. d_N/d_S analyses, which are frequently used to test selection by CD8-TL, assume that sequences flanking known epitopes are devoid of other epitopes that simultaneously select for escape variants. In the animals used for this study, the mean d_N values were significantly elevated for vif, rev, and nef, an observation most consistent with frequent, widespread CD8-TL selection. Therefore, d_N/d_S studies involving sequences encoding known CD8-TL epitopes may be confounded by the presence of additional epitopes that are also evolving under CD8-TL pressure.

Thirdly, CD8-TL responses against variable regions declined after the epitope that they recognized escaped. For example, responses against Pol_601-615, Vif_69-83, and Vif_197-211 that were present at 16 weeks postinfection became undetectable at later time points (see Fig. S2 in the supplemental material). If we had not known the composition of our input virus and monitored the immune responses during early infection, we would not have detected CD8-TL-mediated selection in sequences encoding these epitopes.

The interplay between CD8-TL selection and viral diversity is complex. Within an individual, the majority of variation outside of the envelope is clustered within CD8-TL epitopes, yet not all CD8-TL responses select for escape variants. The factors that govern the tendency of responses to select escape variants have not been clearly delineated, but they may be influenced by immunological factors, including the CD8-TL avidity (14, 38) and response magnitude (47) as well as the genomic plasticity of epitope sequences (22).

Our results add a layer of intricacy to the already controversial relationship between CD8-TL selection and disease progression. Goulder and colleagues showed that late escape from an HLA-B*27-restricted cytotoxic T-lymphocyte (CTL) epitope correlated with the progression to AIDS (20) in an elegant experiment pointing to an important role for these CTL in maintaining viral control. Other studies have not been able to show consistent relationships between CD8-TL escape and disease progression among individuals expressing HLA-B*5701 (31), another allele that is strongly associated with long-term nonprogression. Mamu-A*01- and -B*17-positive macaques resemble HLA-B*27- and HLA-B*5701-positive individuals in that many, but not all, animals exhibit an improved outcome and very low viral loads (39). Associations between CD8-TL selection and disease progression were investigated with two Mamu-A*01- and -B*17-positive animals, 2065 and 1937, in this study. Detectable associations should be most pronounced for these animals, as their viral control was likely mediated by strong CD8-TL responses. In both animals, CD8-TL escape occurred within multiple known Mamu-A*01- and Mamu-B*17-restricted epitopes, affecting six epitopes in animal 2065 and eight epitopes in animal 1937. Additional epitopes that were not restricted by Mamu-A*01 or Mamu-B*17 also selected for escape variants in animal 2065 and, presumably, animal 1937. Did any of these escape variants correlate with disease progression? It is impossible to answer this question with certainty, but it seems unlikely. Of the six Mamu-A*01- and Mamu-B*17-restricted epitopes that varied in animal 2065, variation first appeared within two epitopes during the first 16 weeks of infection, within one epitope between weeks 16 and 29, within one epitope between weeks 29 and 52, within one epitope between weeks 51 and 72, and within one epitope between week 72 and the animal's sacrifice at week 75 (data not shown).

The viral loads in the plasma of animal 2065 ranged from 3 x 10⁵ to 3 x 10⁶ copies per ml during the first 48 weeks of infection, while the same four epitopes also accumulated variations in animal 1937, which had viral loads between 7 x 10² and 5 x 10⁴ between weeks 12 and 75 postinfection. One could claim that the control observed in animal 1937 was due to a reduced in vivo replicative fitness of viruses with escape mutations in these four Mamu-A*01 and Mamu-B*17 epitopes, but this argument is contradicted by the observation that the same epitopes accumulated variations in animal 2065. Although we could not correlate escape from any single epitope with a loss of viral control, it remains possible that the aggregate effects of escape from multiple responses on viral fitness and immune control exert a strong influence on disease progression. It is also possible that the extent of variation within CD8-TL epitopes influences recognition and disease progression, as previously hypothesized (39). Viruses from both animal 1937 and animal 2065 contained single amino acid substitutions in the Tat_28-35SL8 epitope, while viruses from 13 of the other 19 Mamu-A*01-positive animals contained multiple substitutions in this epitope. The differences in variation patterns were not as pronounced for other epitopes. We are currently investigating these effects by passaging the late-stage virus from animal 1937 into MHC-disparate hosts and measuring the stabilities of the epitope mutations in these new hosts.

One limitation of the present analysis compared to studies of CD8-TL selection and disease progression in HIV-infected humans is the lack of high-resolution MHC class I genotyping for Indian rhesus macaques. Most known SIV CD8-TL epitopes are bound by Mamu-A*01, -A*02, -A*11, and -B*17, and PCR-allele-specific genotyping tests are available for all of these alleles. These alleles, however, represent only a small fraction of the alleles that are present in Indian rhesus macaques. Meaningful relationships between CD8-TL escape and SIV disease survivorship might become apparent only when large numbers of animals are examined with complete MHC class I genotyping. This limitation was evident when we compared our animal cohort, containing 35 animals with MHC genotypes for three alleles, to studies of HIV-infected humans. For example, Moore et al. found that the extent of HLA-associated selection in an individual is a better predictor of the pretreatment HIV viral load than HLA genotypes alone, but this required an analysis of 473 HLA-typed individuals who were monitored for >2,200 patient years (32).

A hallmark of the HIV pandemic is its enormous global sequence diversity. Conventional wisdom suggests that much of the diversity is found within the viral envelope, in which the genetic distance among viruses can exceed 35% (19). Within env, diversity is concentrated in hypervariable regions that are frequently targeted by antibodies (10, 27, 53). According to this study, CD8-TL escape is the dominant cause of virus evolution outside of env, and CD8-TL epitopes accumulate amino acid variations as rapidly as the env hypervariable loops. The ubiquity and frequency of CD8-TL escape provide compelling evidence that CD8-TL responses play a central role in shaping AIDS virus diversity.

 
We thank the veterinary staff of the Wisconsin Primate Research Center for animal husbandry, infection, and clinical core support; Jacque Mitchen for coordinating the animal experiments and necropsies; and Thomas Friedrich for helpful discussions.

This work was supported by NIH grants RO1-AI-46366, RO1-AI-49120, and RO1-AI-52056 to D.I.W. and P51 RR000167 to the WPRC as well as by NIH grant GM043940 to A.L.H.

 
* Corresponding author. Mailing address: Department of Pathology, University of Wisconsin, 1300 University Ave., Madison, WI 53706. Phone: (608) 265-3380. Fax: (608) 265-8084. E-mail: watkins{at}primate.wisc.edu.

Supplemental material for this article may be found at http:://jvi.asm.org/.

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Journal of Virology, December 2004, p. 14012-14022, Vol. 78, No. 24
0022-538X/04/$08.00+0     DOI: 10.1128/JVI.78.24.14012-14022.2004
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