Multivariate analysis of human immunodeficiency virus type 1 neutralization data.

We report on the use of spectral map analysis of the inter- and intraclade neutralization data of 14 sera of human immunodeficiency virus type 1 (HIV-1)-infected individuals and 16 primary isolates, representing genetic clades A to H in group M and group O. This multivariate analysis has been used previously to study the interaction between drugs and receptors and between viruses and antiviral compounds. The analysis reveals the existence of neutralization clusters, not correlated with the known genetic clades. The structural factors that have been identified may correlate with the most important neutralization epitopes. Three key primary HIV-1 isolates, which allow discrimination of sera that are likely or unlikely to neutralize primary isolates from most of the genetic clades, were identified. Our method of analysis will facilitate the evaluation as well as the design of suitable HIV-1 vaccines, which induce high-titer interclade cross-neutralizing antibodies.     

Inter- and intraclade neutralization of human immunodeficiency virus type 1: genetic clades do not correspond to neutralization serotypes but partially correspond to gp120 antigenic serotypes.

We have studied genetic variation among clades A through E of human immunodeficiency virus type 1 (HIV-1) at the levels of antibody binding to gp120 molecules and virus neutralization. We are unable to identify neutralization serotypes that correspond to the genetic clades. Instead, we observe that inter- and intraclade neutralization of primary isolates by HIV-1-positive sera is generally weak and sporadic; some sera show a reasonable degree of neutralization breadth and potency whereas others are relatively sensitive to neutralization, but no consistent pattern was found. However, a few sera were able to neutralize across clades with significant potency, an observation which may have implications for the feasibility of a broadly effective HIV-1 vaccine involving humoral immunity. Serological assays measuring anti-gp120 antibody binding also failed to identify serotypes that correspond precisely to the genetic clades, but some indications of clade-specific binding were observed, notably with sera from clades B and E. A representative protein for each clade (A through E) was selected on the basis of its specificity, defined as high seroreactivity with sera from individuals infected with virus of that clade and lower reactivity with sera from individuals infected with viruses from other clades. The seroreactivity patterns against these five proteins could be used to predict the genotype of the infecting virus with moderate success.     

Role of maternal autologous neutralizing antibody in selective perinatal transmission of human immunodeficiency virus type 1 escape variants

Perinatal human immunodeficiency virus type 1 (HIV-1) transmission is characterized by acquisition of a homogeneous viral quasispecies, yet the selective factors responsible for this genetic bottleneck are unclear. We examined the role of maternal autologous neutralizing antibody (aNAB) in selective transmission of HIV-1 escape variants to infants. Maternal sera from 38 infected mothers at the time of delivery were assayed for autologous neutralizing antibody activity against maternal time-of-delivery HIV-1 isolates in vitro. Maternal sera were also tested for cross-neutralization of infected-infant-first-positive-time-point viral isolates. Heteroduplex and DNA sequence analyses were then performed to identify the initial infecting virus as a neutralization-sensitive or escape HIV-1 variant. In utero transmitters (n = 14) were significantly less likely to have aNAB to their own HIV-1 strains at delivery than nontransmitting mothers (n = 17, 14.3% versus 76.5%, P = 0.003). Cross-neutralization assays of infected-infant-first-positive-time-point HIV-1 isolates indicated that while 14/21 HIV-1-infected infant first positive time point isolates were resistant to their own mother's aNAB, no infant isolate was inherently resistant to antibody neutralization by all sera tested. Furthermore, both heteroduplex (n = 21) and phylogenetic (n = 9) analyses showed that selective perinatal transmission and/or outgrowth of maternal autologous neutralization escape HIV-1 variants occurs in utero and intrapartum. These data indicate that maternal autologous neutralizing antibody can exert powerful protective and selective effects in perinatal HIV-1 transmission and therefore has important implications for vaccine development.     

Mechanisms of human immunodeficiency virus Type 1 (HIV-1) neutralization: irreversible inactivation of infectivity by anti-HIV-1 antibody.

An assay for the neutralization of human immunodeficiency virus type 1 (HIV-1) is described in which the reduction in infectious titer of HIV-1 after preincubation at 37 degrees C with antibody-positive serum is the measure of neutralization. The assay format and its controls allow several experimental manipulations that, taken together, indicate an effect of antibody on HIV-1 infectivity that occurs before or independently of HIV-1 attachment. The direct inactivation of HIV-1 infectivity by antibody is irreversible and temperature dependent, requires a bivalent antibody directed against accessible envelope determinants, and does not require a heat-labile or (Ca2+)- or (Mg2+)-dependent cofactor. The mechanism of inactivation cannot be explained by agglutination of virus, nor is it associated with disruption or dissociation of envelope protein from virions. Rather, the antibody is likely to perturb some metastable property of the envelope that is required for entry. Laboratory-adapted HIV-1 isolates were more sensitive to the inactivating effects of sera than were primary patient isolates. The latter were particularly resistant to inactivation by contemporary autologous sera, a feature not explained by blocking antibodies. Additional studies showed a weak relationship between disease course and serum inactivation of the reference LAI laboratory strain of HIV-1. Heteroduplex analysis and autologous inactivation assays of sequential specimens from individual patients indicate that over time, the viral quasispecies that emerge and dominate are resistant to the inactivating effects of earlier sera.     

Regional clustering of shared neutralization determinants on primary isolates of clade C human immunodeficiency virus type 1 from South Africa

Clade C is one of the most prevalent genetic subtypes of human immunodeficiency virus type 1 (HIV-1) in the world today and one of the least studied with respect to neutralizing antibodies. Most information on HIV-1 serology as it relates to neutralization is derived from clade B. Clade C primary isolates of HIV-1 from South Africa and Malawi were shown here to resemble clade B isolates in their resistance to inhibition by soluble CD4 and their sensitivity to neutralization by human monoclonal antibody immunoglobulin G1b12 and, to a lesser extent, 2F5. Unlike clade B isolates, however, all 16 clade C isolates examined resisted neutralization by 2G12. Infection with clade C HIV-1 in a cohort of female sex workers in South Africa generated antibodies that neutralized the autologous clade C isolate and T-cell-line-adapted (TCLA) strains of clade B. Neutralization of clade B TCLA strains was much more sensitive to the presence of autologous gp120 V3 loop peptides compared to the neutralization of clade C isolates in most cases. Thus, the native structure of gp120 on primary isolates of clade C will likely pose a challenge for neutralizing antibody induction by candidate HIV-1 vaccines much the same as it has for clade B. The autologous neutralizing antibody response following primary infection with clade C HIV-1 in South Africa matured slowly, requiring at least 4 to 5 months to become detectable. Once detectable, extensive cross-neutralization of heterologous clade C isolates from South Africa was observed, suggesting an unusual degree of shared neutralization determinants at a regional level. This high frequency of cross-neutralization differed significantly from the ability of South African clade C serum samples to neutralize clade B isolates but did not differ significantly from results of other combinations of clade B and C reagents tested in checkerboard assays. Notably, two clade C serum samples obtained after less than 2 years of infection neutralized a broad spectrum of clade B and C isolates. Other individual serum samples showed a significant clade preference in their neutralizing activity. Our results suggest that clades B and C are each comprised of multiple neutralization serotypes, some of which are more clade specific than others. The clustering of shared neutralization determinants on clade C primary HIV-1 isolates from South Africa suggests that neutralizing antibodies induced by vaccines will have less epitope diversity to overcome at a regional level.     

A global neutralization resistance phenotype of human immunodeficiency virus type 1 is determined by distinct mechanisms mediating enhanced infectivity and conformational change of the envelope complex

We have described previously genetic characterization of neutralization-resistant, high-infectivity, and neutralization-sensitive, low-infectivity mutants of human immunodeficiency virus type 1 (HIV-1) MN envelope. The distinct phenotypes of these clones are attributable to six mutations affecting functional interactions between the gp120 C4-V5 regions and the gp41 leucine zipper. In the present study we examined mechanisms responsible for the phenotypic differences between these envelopes using neutralization and immunofluorescence assays (IFA). Most monoclonal antibodies (MAbs) tested against gp120 epitopes (V3, CD4 binding site, and CD4-induced) were 20 to 100 times more efficient at neutralizing pseudovirus expressing sensitive rather than resistant envelope. By IFA cells expressing neutralization sensitive envelope bound MAbs to gp120 epitopes more, but gp41 epitopes less, than neutralization-resistant envelope. This binding difference appeared to reflect conformational change, since it did not correlate with the level of protein expression or gp120-gp41 dissociation. This conformational change was mostly attributable to one mutation, L544P, which contributes to neutralization resistance but not to infectivity enhancement. The V420I mutation, which contributes a major effect to both high infectivity and neutralization resistance, had no apparent effect on conformation. Notably, a conformation-dependent V3 neutralization epitope remained sensitive to neutralization and accessible to binding by MAbs on neutralization-resistant HIV-1 envelope. Sensitivity to sCD4 did not distinguish the clones, suggesting that the phenotypes may be related to post-CD4-binding effects. The results demonstrate that neutralization resistance can be determined by distinguishable effects of mutations, which cause changes in envelope conformation and/or function(s) related to infectivity. A conformation-dependent V3 epitope may be an important target for neutralization of resistant strains of HIV-1.     

Antibody-mediated neutralization of primary isolates of human immunodeficiency virus type 1 in peripheral blood mononuclear cells is not affected by the initial activation state of the cells.

Antibody-mediated neutralization of human immunodeficiency virus type 1 (HIV-1) was evaluated with primary isolates and sera from infected individuals, using human peripheral blood mononuclear cells (PBMC) activated with phytohemagglutinin 1 day after virus inoculation (resting-cell assay) or 2 days prior to virus inoculation (blast assay). Assays were performed exclusively with syncytium-inducing (SI) isolates since non-SI isolates replicated poorly or not at all in the resting-cell assay. Ninety percent neutralization was difficult to achieve in both assays for most virus-serum combinations tested. Of particular note, virus replication in the absence of antibody was delayed 2 to 3 days in the resting-cell assay. At least part of this delay was due to a decrease in virus infectivity; the 50% tissue culture infectious dose of primary isolates was 25 to 30 times lower in the resting-cell assay than in the PBMC blast assay. When a broadly neutralizing serum and the same dilution of virus were used in both assays, neutralization was greater in the resting-cell assay than in the blast assay on day 7, but neutralization was equal in both assays when measurements were made 3 days sooner in the PBMC blast assay. Both assays had the same level of detection on day 7 when the amount of virus mixed with antibody and added to cells was standardized according to infectivity for the respective target cells. Thus, when the infectious dose was adjusted, the two assays were equally sensitive for detecting antibody-mediated neutralization of primary isolates of HIV-1. These results indicate that primary isolates of HIV-1 are difficult to neutralize in both assays and that the detection of neutralization is not affected by the initial activation state of PBMC.     

Contribution of virion ICAM-1 to human immunodeficiency virus infectivity and sensitivity to neutralization.

Incorporation of the intercellular adhesion molecule ICAM-1 into human immunodeficiency virus type 1 (HIV-1) particles increased virus infectivity on peripheral blood mononuclear cells (PBMCs) by two- to sevenfold. The degree of ICAM-1-mediated enhancement was greater for viruses bearing envelope glycoproteins derived from primary HIV-1 isolates than for those bearing envelope glycoproteins from laboratory-adapted strains. Treatment of target PBMCs with an antibody against LFA-1, a principal ICAM-1 receptor, was able to nullify the ICAM-1-mediated enhancement. The incorporation of ICAM-1 rendered HIV-1 virions less susceptible to neutralization by a monoclonal antibody directed against the viral envelope glycoproteins. Surprisingly, an antibody against ICAM-1 completely neutralized infection by ICAM-1-containing viruses, reducing the efficiency of virus entry by almost 100-fold. Thus, HIV-1 neutralization by an ICAM-1-directed antibody involves more than an inhibition of the contribution of ICAM-1 to virus entry.     

Effects of mutations on HIV-1 infectivity and neutralization involving the conserved NNNT amino acid sequence in the gp120 V3 loop

The N-glycan g15 within the HIV-1 gp120 V3 loop efficiently blocks antibodies to facilitate viral escape from humoral immune responses. However, we have isolated primary viruses all lacking the N-glycosylation site g15 due to mutations (NNNT > YRNA, HNTV, SIQK), which showed resistance to neutralizing antibodies present in autologous or heterologous HIV-1 positive sera. When introduced into the NL4-3 background, the sequences YRNA, HNTV and SIQK caused an increase of viral infectivity and resistance to neutralization. Thus, despite the lack of g15, primary isolates can escape from neutralization because of specific mutations of the NNNT sequence altering coreceptor usage.     

Equal levels of gp120 retention and neutralization resistance of phenotypically distinct primary human immunodeficiency virus type 1 variants upon soluble CD4 treatment.

Human immunodeficiency virus type 1 (HIV-1) variants passaged in T-cell lines, often called laboratory isolates, are potently neutralized by soluble CD4 (sCD4), whereas primary HIV-1 variants are highly resistant to sCD4 neutralization. Previously, it was demonstrated that the domain from V1 to V3 of the HIV-1 gp120 molecule contains one of the major determinants of sCD4 neutralization sensitivity, and the same region has also been implicated as influencing syncytium-inducing (SI) capacity and T-cell-line tropism. To determine possible differences in sCD4 neutralization sensitivity between phenotypically distinct primary HIV-1 variants, a panel of non-syncytium-inducing (NSI) and SI HIV-1 variants was studied. Primary NSI and SI HIV-1 variants appeared to be equally resistant to sCD4 neutralization. Consistent with this observation, sCD4 did not induce gp120 shedding from either primary NSI or SI HIV-1 variants at 37 degrees C. Thus, it is not the potential of certain primary HIV-1 variants to infect T-cell lines but rather their adaptation to T-cell lines that is reflected in specific properties of the viral envelope which influence sCD4 neutralization sensitivity.     

Antibody binding is a dominant determinant of the efficiency of human immunodeficiency virus type 1 neutralization

Primary and laboratory-adapted variants of human immunodeficiency virus type 1 (HIV-1) exhibit a wide range of sensitivities to neutralization by antibodies directed against the viral envelope glycoproteins. An antibody directed against an artificial FLAG epitope inserted into the envelope glycoproteins of three HIV-1 isolates with vastly different neutralization sensitivities inhibited all three viruses equivalently. Thus, naturally occurring HIV-1 isolates that are neutralization resistant are not necessarily more impervious to the inhibitory consequences of bound antibody. Moreover, the binding affinity of the anti-FLAG antibody correlated with neutralizing potency, underscoring the dominant impact on neutralization of antibody binding to the envelope glycoproteins.     

Broad HIV-1 neutralization mediated by CD4-binding site antibodies

We have identified several patient sera showing potent and broad HIV-1 neutralization. Using antibody adsorption and elution from selected gp120 variants, the neutralizing specificities of the two most broadly reactive sera were mapped to the primary receptor CD4-binding region of HIV-1 gp120. Novel antibodies to the CD4-binding site are elicited in some HIV-1-infected individuals, and new approaches to present this conserved region of gp120 to the immune system may result in improved vaccine immunogens.     

Stoichiometry of antibody neutralization of human immunodeficiency virus type 1

The human immunodeficiency virus envelope glycoproteins function as trimers on the viral surface, where they are targeted by neutralizing antibodies. Different monoclonal antibodies neutralize human immunodeficiency virus type 1 (HIV-1) infectivity by binding to structurally and functionally distinct moieties on the envelope glycoprotein trimer. By measuring antibody neutralization of viruses with mixtures of neutralization-sensitive and neutralization-resistant envelope glycoproteins, we demonstrate that the HIV-1 envelope glycoprotein trimer is inactivated by the binding of a single antibody molecule. Virus neutralization requires essentially all of the functional trimers to be occupied by at least one antibody. This model applies to antibodies differing in neutralizing potency and to virus isolates with various neutralization sensitivities. Understanding these requirements for HIV-1 neutralization by antibodies will assist in establishing goals for an effective AIDS vaccine.     

Primary isolates of human immunodeficiency virus type 1 are relatively resistant to neutralization by monoclonal antibodies to gp120, and their neutralization is not predicted by studies with monomeric gp120.

A panel of anti-gp120 human monoclonal antibodies (HuMAbs), CD4-IgG, and sera from people infected with human immunodeficiency virus type 1 (HIV-1) was tested for neutralization of nine primary HIV-1 isolates, one molecularly cloned primary strain (JR-CSF), and two strains (IIIB and MN) adapted for growth in transformed T-cell lines. All the viruses were grown in mitogen-stimulated peripheral blood mononuclear cells and were tested for their ability to infect these cells in the presence and absence of the reagents mentioned above. In general, the primary isolates were relatively resistant to neutralization by the MAbs tested, compared with the T-cell line-adapted strains. However, one HuMAb, IgG1b12, was able to neutralize most of the primary isolates at concentrations of < or = 1 microgram/ml. Usually, the inability of a HuMAb to neutralize a primary isolate was not due merely to the absence of the antibody epitope from the virus; the majority of the HuMAbs bound with high affinity to monomeric gp120 molecules derived from various strains but neutralized the viruses inefficiently. We infer therefore that the mechanism of resistance of primary isolates to most neutralizing antibodies is complex, and we suggest that it involves an inaccessibility of antibody binding sites in the context of the native glycoprotein complex on the virion. Such a mechanism would parallel that which was previously postulated for soluble CD4 resistance. We conclude that studies of HIV-1 neutralization that rely on strains adapted to growth in transformed T-cell lines yield the misleading impression that HIV-1 is readily neutralized. The more relevant primary HIV-1 isolates are relatively resistant to neutralization, although these isolates can be potently neutralized by a subset of human polyclonal or monoclonal antibodies.     

Characterization of primary isolate-like variants of simian-human immunodeficiency virus

Several different strains of simian-human immunodeficiency virus (SHIV) that contain the envelope glycoproteins of either T-cell-line-adapted (TCLA) strains or primary isolates of human immunodeficiency virus type 1 (HIV-1) are now available. One of the advantages of these chimeric viruses is their application to studies of HIV-1-specific neutralizing antibodies in preclinical AIDS vaccine studies in nonhuman primates. In this regard, an important consideration is the spectrum of antigenic properties exhibited by the different envelope glycoproteins used for SHIV construction. The antigenic properties of six SHIV variants were characterized here in neutralization assays with recombinant soluble CD4 (rsCD4), monoclonal antibodies, and serum samples from SHIV-infected macaques and HIV-1-infected individuals. Neutralization of SHIV variants HXBc2, KU2, 89.6, and 89.6P by autologous and heterologous sera from SHIV-infected macaques was restricted to an extent that these viruses may be considered heterologous to one another in their major neutralization determinants. Little or no variation was seen in the neutralization determinants on SHIV variants 89.6P, 89.6PD, and SHIV-KB9. Neutralization of SHIV HXBc2 by sera from HXBc2-infected macaques could be blocked with autologous V3-loop peptide; this was less true in the case of SHIV 89.6 and sera from SHIV 89.6-infected macaques. The poorly immunogenic but highly conserved epitope for monoclonal antibody IgG1b12 was a target for neutralization on SHIV variants HXBc2, KU2, and 89.6 but not on 89.6P and KB9. The 2G12 epitope was a target for neutralization on all five SHIV variants. SHIV variants KU2, 89.6, 89.6P, 89.6PD, and KB9 exhibited antigenic properties characteristic of primary isolates by being relatively insensitive to neutralization in peripheral blood mononuclear cells with serum samples from HIV-1-infected individuals and 12-fold to 38-fold less sensitive to inhibition with recombinant soluble CD4 than TCLA strains of HIV-1. The utility of nonhuman primate models in AIDS vaccine development is strengthened by the availability of SHIV variants that are heterologous in their neutralization determinants and exhibit antigenic properties shared with primary isolates.     

Human immunodeficiency virus type 1 primary isolate neutralization resistance is associated with the syncytium-inducing phenotype and lower CD4 cell counts in subtype CRF01_AE-infected patients

A number of human immunodeficiency virus type 1 (HIV-1) non-B-subtype products have been developed for present or future vaccine trials; in Thailand, several studies using subtype B and/or CRF01_AE vaccines have been conducted. To better characterize the biologic properties of these subtypes, 70 HIV-1 subtype B and E isolates were phenotyped as syncytium-inducing (SI) or non-syncytium-inducing (NSI) isolates and assessed for sensitivity to neutralizing antibody (NAb). A significantly higher number of NSI subtype E viruses were neutralization sensitive than SI subtype E viruses (P = 0.009), while no association between viral phenotype and sensitivity to NAb was observed for subtype B (P = 0.856), suggesting a difference in the neutralization patterns of subtypes B and E. Strikingly, concurrent CD4 T-cell numbers were significantly lower for subtype E-infected patients whose isolates were more resistant to NAb, both for the overall study group (P < 0.001) as well as for the 22 patients with NSI isolates (P = 0.013). Characterization of the evolution of biologic properties of both B and non-B HIV-1 subtypes will provide a clearer understanding of the repertoire of antibodies that must be elicited for a vaccine to be effective against all phenotypes and subtypes.     

Antibody-mediated neutralization of primary human immunodeficiency virus type 1 isolates: investigation of the mechanism of inhibition

Human immunodeficiency virus type 1 (HIV-1) neutralization occurs when specific antibodies, mainly those directed against the envelope glycoproteins, inhibit infection, most frequently by preventing the entry of the virus into target cells. However, the precise mechanisms of neutralization remain unclear. Previous studies, mostly with cell lines, have produced conflicting results involving either the inhibition of virus attachment or interference with postbinding events. In this study, we investigated the mechanisms of neutralization by immune sera and compared the inhibition of peripheral blood mononuclear cells (PBMC) infection by HIV-1 primary isolates (PI) with the inhibition of T-cell line infection by T-cell line-adapted (TCLA) strains. We followed the kinetics of neutralization to determine at which step of the viral cycle the antibodies act. We found that neutralization of the TCLA strain HIV-1MN/MT-4 required an interaction between antibodies and cell-free virions before the addition of MT-4 cells, whereas PI were neutralized even after adsorption onto PBMC. In addition, the dose-dependent inhibition of HIV-1MN binding to MT-4 cells was strongly correlated with serum-induced neutralization. In contrast, neutralizing sera did not reduce the adhesion of PI to PBMC. Postbinding inhibition was also detected for HIV-1MN produced by and infecting PBMC, demonstrating that the mechanism of neutralization depends on the target cell used in the assay. Finally, we considered whether the different mechanisms of neutralization may reflect the recognition of qualitatively different epitopes on the surface of PI and HIV-1MN or whether they reflect differences in virus attachment to PBMC and MT-4 cells.     

Virion envelope content, infectivity, and neutralization sensitivity of simian immunodeficiency virus

A truncating E767stop mutation was introduced into the envelope glycoprotein of simian immunodeficiency virus (SIV) strain SIV239-M5 (moderately sensitive to antibody-mediated neutralization and lacking five sites for N-linked carbohydrate attachment) and strain SIV316 (very sensitive to neutralization, with eight amino acid changes from the neutralization-resistant parental molecular clone, SIV239). The truncating mutation increased Env content in virions, increased infectivity, and decreased sensitivity to antibody-mediated neutralization in both strains. However, the magnitude of the effect on infectivity and neutralization sensitivity differed considerably between the two strains. In the context of strain SIV239-M5, truncation increased Env content in virions approximately 10-fold and infectivity in a reporter cell assay 24-fold. The truncated SIV239-M5 was only slightly more resistant to neutralization by polyclonal monkey sera and by monoclonal antibodies than SIV239-M5 with a full-length envelope glycoprotein. In the context of strain SIV316, truncation increased infectivity a dramatic 480-fold, while envelope content in virions was increased only about 14-fold. This dramatic increase in infectivity cannot be simply explained by the increase in envelope content and is likely due to an increase in inherent infectivity, i.e., infectivity per spike, that results from truncation. The truncated SIV316 was extremely resistant to antibody-mediated neutralization. In fact, it was not neutralized by any of the antibodies tested. When increasing amounts of SIV316 envelope glycoprotein (full length) were provided in trans to SIV316, infectivity was increased and sensitivity to neutralization was decreased, but to nowhere near the degree that was obtained when truncated SIV316 envelope glycoprotein was used. Truncated forms of SIV239 and SIV239-M5 required higher levels of soluble CD4 for inhibition of infection than their nontruncated forms; truncated SIV316 did not. Our results suggest that envelope content in SIV virions, infectivity, and resistance to antibody-mediated neutralization can be increased not only by truncation of the cytoplasmic domain but also by provision of excess envelope in trans. The striking increase in infectivity that results from truncation in the context of SIV316 appears to be due principally to an increase in inherent infectivity per spike.     

Study of the dynamics of neutralization escape mutants in a chimpanzee naturally infected with the simian immunodeficiency virus SIVcpz-ant.

Here we report on the use of spectral map analysis of time-paired sequential neutralization data of 11 serum samples of a chimpanzee naturally infected with a simian immunodeficiency virus (SIVcpz-ant) and 8 primary consecutive SIVcpz-ant isolates, taken at about 4-month intervals. The analysis reveals the existence of three SIVcpz-ant isolate and serum neutralization clusters. Each cluster groups virus isolates and/or sera based on similarities of their neutralization spectra. On average, neutralization escape mutants emerged after 15 months and mounted a neutralization response approximately 8 months later. The entire gp160 regions of eight consecutive isolates were sequenced and analyzed by a new statistical method called polygram, which allowed the deduction of amino acid sequence motifs of gp160 which were specific for SIVcpz-ant isolates belonging to the same isolate neutralization clusters. Changes in specific amino acid quadruplets in V1, V2, C3, V4, V5, and CD4 domains of gp120 and gp40 were seen to correlate with the neutralization clusters with most of the specific changes occurring in the V4 region. This method of analysis may facilitate an understanding of the study of the dynamic interplay between human immunodeficiency virus (HIV) and host neutralization responses as well as providing possible insights into mechanisms of persistence of HIV-1-related lentiviruses in their natural hosts.