Associations between HIV-1 cytotoxic T lymphocyte (CTL) escape mutations and their restricting human leukocyte antigen (HLA) alleles imply that HIV could adapt to divergent HLA repertoires of human populations globally. Using publicly available databases, we examine the relationship between the frequencies of 19 experimentally validated CTL escape mutations in HIV-1 reverse transcriptase and their restricting HLA alleles in 59 countries. From these extensive data, we find evidence of differential HIV adaptations to human populations at only a limited number of the studied epitope sites.T he cytotoxic T lymphocyte (CTL) response is a major driving force of host-specific HIV-1 adaptation (1). As a result, HIV polymorphisms in CTL epitopes that "escape" this immune response tend to correlate with human leukocyte antigen (HLA) variations among individuals (2), an observation that has been subsequently refined and corroborated (3,4). Under the control of this mechanism, it is conceivable that HIV populations are differentially adapting to the HLA allele repertoires of each human population (5). Such adaptation would pose a challenge for HIV vaccine development, because the compositions of CTL epitopes in transmitted HIV variants would differ among regions. In an analysis of cohorts from 8 countries, Kawashima and colleagues (5) reported significant positive correlations between protective HLA alleles, such as B*51, and their respective CTL epitope variants among HIV-1 sequences circulating in these populations. In the present study, we analyzed large public databases to evaluate associations between HLA and HIV genotypes from up to 59 countries using an ecological approach to reassess this hypothesis.HIV-1 reverse transcriptase (RT) nucleotide sequence data were obtained from the Stanford University HIV Drug Resistance Database (6). Sequences were restricted to those from therapynaive subjects and filtered to one sequence per patient, leaving 44,934 sequences in total. A total of 132 countries were represented by these data. The median number of sequences per country was 123 (interquartile range [IQR] ϭ 19 to 279), with the greatest number of sequences collected in the United States (n ϭ 4,616). Countries with fewer than 100 sequences were excluded from further analyses. Pairwise alignment of the translated sequences against the HXB2 reference amino acid sequence (GenBank accession number K03455) was performed using HyPhy (7); sequence insertions relative to this reference were excluded. Although the sequence data set comprised many HIV subtypes, CTL epitopes are defined with respect to HXB2. Nonsynonymous mixtures were assumed to contribute equally to all possible amino acid resolutions of the respective codons. We selected 19 HIV RT amino acid polymorphisms within 9 optimally described CTL epitopes restricted by 8 HLA alleles (A*02, A*03, A*11, A*68, B*40, B*51, B*52, and B*57). These polymorphisms have been experimentally validated to confer diminished CTL responses in vitro (8).HLA frequencies were retrieved from...