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On-line version ISSN 1678-8060
Mem. Inst. Oswaldo Cruz vol.102 no.2 Rio de Janeiro Mar. 2007 Epub Feb 23, 2007
Re-mapping the molecular features of the human immunodeficiency virus type 1 and human T-cell lymphotropic virus type 1 Brazilian sequences using a bioinformatics unit established in Salvador, Bahia, Brazil, to give support to the viral epidemiology studies
Artur Trancoso Lopo de Queiroz II; Aline Cristina Andrade Mota-MirandaII; Tulio de OliveiraIII; Domingos Ramon MoreauI; Caroline de Carvalho UrpiaI; Chandra Mara CarvalhoI; Bernardo Galvão-CastroII; Luiz Carlos Junior AlcantaraII, +
ILaboratório Avançado de Saúde Pública, Centro de Pesquisa Gonçalo Moniz-Fiocruz, Rua Valdemar Falcão 121, 40295-001 Salvador, BA, Brasil
IIEscola Bahiana de Medicina e Saúde Pública, Fundação para o Desenvolvimento das Ciências, Salvador, BA, Brasil
IIIZoology Department, Oxford University, Oxford, United Kingdom
The analysis of genetic data for human immunodeficiency virus type 1 (HIV-1) and human T-cell lymphotropic virus type 1 (HTLV-1) is essential to improve treatment and public health strategies as well as to select strains for vaccine programs. However, the analysis of large quantities of genetic data requires collaborative efforts in bioinformatics, computer biology, molecular biology, evolution, and medical science. The objective of this study was to review and improve the molecular epidemiology of HIV-1 and HTLV-1 viruses isolated in Brazil using bioinformatic tools available in the Laboratório Avançado de Sáude Pública (Lasp) bioinformatics unit. The analysis of HIV-1 isolates confirmed a heterogeneous distribution of the viral genotypes circulating in the country. The Brazilian HIV-1 epidemic is characterized by the presence of multiple subtypes (B, F1, C) and B/F1 recombinant virus while, on the other hand, most of the HTLV-1 sequences were classified as Transcontinental subgroup of the Cosmopolitan subtype. Despite the high variation among HIV-1 subtypes, protein glycosylation and phosphorylation domains were conserved in the pol, gag, and env genes of the Brazilian HIV-1 strains suggesting constraints in the HIV-1 evolution process. As expected, the functional protein sites were highly conservative in the HTLV-1 env gene sequences. Furthermore, the presence of these functional sites in HIV-1 and HTLV-1 strains could help in the development of vaccines that pre-empt the viral escape process.
Key words: human immunodeficiency virus type 1 - human T-cell lymphotropic virus type 1 - bioinformatics - molecular epidemiology
Recent advances have led to an unprecedented increase in sequence data for human immunodeficiency virus type 1 (HIV-1) and human T-cell lymphotropic virus type 1 (HTLV-1). For example, the number of HIV-1 sequences in GenBank had increased from approximately 42,000 in September 2000 (Gaschen et al. 2001) to nearly 115,000 sequences on September 2004. These sequences are also a valuable source of data for genetic analyses, such as the HIV-1 drug resistance study in which mutations into protease and reverse transcriptase genes can be used to better manage antiretroviral treatment (Shafer et al. 2000). Vaccine initiatives use sequences from the immunodominant regions of the viruses to design artificial peptides that stimulate the immune system and control the viral replication (Addo et al. 2001). Other research projects are evaluating whether the HTLV-1 envelope protein immunodominant region could elicit neutralizing antibody responses against HTLV-1. Such information could be used in the development of vaccines and to improve diagnostic methods (Sundaram et al. 2004).
The post-translational modifications in the virus proteins are essential for HIV-1 and HTLV-1 fitness, assembly, and immune escape. The most frequent modifications are N-glycosilation, N-myristylation, and phosphorylation by protein kinases (Adachi et al. 1992, Reitter et al. 1998, Ono et al. 2000, Bouamir et al. 2003, Grassmann et al. 2005)
The HIV-1 epidemic in Brazil was initially dominated by HIV-1 subtype B (Morgado et al. 1994) and the virus spread to all the states in the country through different transmission routes. HIV-1 subtype F1 was first identified in Salvador and recombinants of subtypes B and F1 were identified in Rio de Janeiro (Sabino et al. 1994). A more recent heterosexual epidemic, characterized by the presence of subtype C viruses, was identified in South Brazil (Guimarães et al. 2002, Soares et al. 2003). Other reports have also demonstrated that distinct HIV-1 subtypes (A, B, C, D, F1) and recombinant forms (B/C, B/F1) are actively participating in the Brazilian Aids epidemic (Morgado et al. 1998, Caride et al. 2001, Soares et al. 2005, Couto-Fernandez et al. 2005, Barreto et al. 2006, De Sa Filho et al. 2006).
The investigation of Brazilian HTLV-1 isolates from different regions and ethnic groups showed that the epidemic is more homogeneous than that of HIV-1, and is characterized by the presence of HTLV-1 Cosmopolitan subtype, Transcontinental subgroup, throughout Brazil (Liu et al. 1996, Yamashita et al. 1999, Alcantara et al. 2003, Zehender et al. 2004, Vallinoto et al. 2004, Laurentino et al. 2005, Alcântara et al. 2006).
In short, the molecular epidemiology of HIV-1 and HTLV-1 has been evolving rapidly. The dynamic changes in these epidemics need to be monitored, since there are important implications for treatment response and for the selection of vaccine candidates.
In this report, we analyze the Brazilian HIV-1 and HTLV-1 sequences, previously deposited in the GenBank, to review the molecular epidemiology of both viruses so as to better characterize the functional domains of HIV-1 and HTLV-1 proteins using the tools available at the bioinformatics unit of Lasp/CPqGM/Fiocruz, in Salvador, BA, Brazil.
MATERIALS AND METHODS
Brazilian HIV-1 and HTLV-1 sequences genotyping - To review the molecular epidemiology of HIV-1 in Brazil, we organized three main datasets from the pol, gag, and env genes imported from the GenBank database. We randomly selected 44 Brazilian HIV-1 pol sequences (1035 bp) from GenBank, and performed phylogenetic analyses. The subtyping for all Brazilian HIV-1 gag (n = 223; 400 pb) and ramdomly env (126; 400) sequences were found in previously published papers. In addition, we confirmed the subtyping by performing the phylogenetic analyses using the Clustal X software to align (Jeanmougin et al. 1998), and the BioEdit and GeneDoc programs to edit the alignment (Nicholas et al. 1997, Hall 1999). The nucleotide substitution model was chosen using Modeltest version 3.06, and PAUP* version 4.0b10 (Swofford 1998) was used to obtain the neighbor joining (NJ) and maximum likelihood (ML) trees. However, to review the molecular epidemiology of HTLV-1 in Brazil, we also organized a dataset with all (n = 243; 700) LTR sequences (total and partial) from Brazilian isolates published in the Genbank database before October 2006. The selected evolution model for the pol dataset was TVM+I+G with the following parameters: A = 0.3676, C = 0.1751, G = 0.1967, T = 0.2328; R matrix values, R AC= 2.4067, RAG = 9.9966, RAT = 0.8926, RCG = 1.2052, RCT = 9.9966, RGT = 1.0000, proportion of invariable sites = 0.33 and heterogeneous variable site distribution (gamma) with alpha shape = 0.74. The phylogenetic analysis of all these sequences was performed according to the methods used for HIV-1 subtyping to confirm their genotyping.
HIV-1 and HTLV-1 protein domain analysis - The p17 (n = 131) and p24 (n = 92) aminoacid sequences from the gag gene, and gp120 (n = 85) and gp41 (n = 102) from the env gene, were analyzed for potential protein sites using the GeneDoc software with the Prosite tool. The same analysis was applied to the gp46 and gp21 protein domains of 15 Brazilian HTLV-1 env gene sequences from GenBank (Schulz et al. 1991, Alcantara et al. 2006).
Diversity of HIV-1 and HTLV-1 sequences - Mean inter-patient genetic distances of the HIV-1 pol, gag, and env genes, and HTLV-1 LTR region were measured using the Kimura 2-a-parameter model with the distance matrix implemented in the MEGA 3.0 package.
HIV-1 and HTLV-1 genotyping - The phylogenetic analysis of representative Brazilian HIV-1 pol sequences identified three main subtypes: B, C, and F1 (data not shown), confirming the subtyping previously published: B (n = 20), F (n = 17), and C (n = 7) subtypes. The phylogenetic tree also showed that Brazilian sequences were related to sequences from Europe, the United States, Asia, and Africa. The Brazilian subtype B cluster was previously characterized by the presence of multiple lineages that clustered with isolates from the US and Europe, and as reviewed, the Brazilian subtype F1 isolates clustered with isolates from Europe and Argentina (Morgado et al. 2002). The Brazilian subtype C lineage was monophyletic, with all Brazilian sequences (n = 7) clustering tightly together. The phylogenetic results were supported by genetic distance analysis (Table I). The Brazilian subtype B showed the highest level of diversity in the country in the pol gene (5.6%) followed by Brazilian subtype F1 (4.2%), and subtype C (3.8%). The inter-subtype genetic distance between Brazilian HIV-1 subtypes varied from 8.8 to 11.9% at nucleotide level within the pol gene, from 15 to 21.9% in gag and around 16% in env (gp41). The available Brazilian HIV-1 sequences were from the states of São Paulo, Rio de Janeiro, Mato Grosso do Sul, Minas Gerais, Amazonas, and Bahia. The prevalences of the B, F1, and C subtypes were 83, 11, and 4% respectively. A and D subtypes and B/F1 recombinants were the least common in this phylogenetic analysis, 1% (A and D) and 0.98% (B/F1).
As for HTLV-1 molecular epidemiology, we chose to analyze the LTR region because it is impossible to identify subgroups using other regions, despite the low variability of the HTLV-1 genome. All sequences were confirmed to be of the Cosmopolitan subtype, and only eight (3.3%) were classified as Japanese subgroup (B), while the other 235 sequences (96.7%) were of the Transcontinental subgroup (A). The Transcontinental subgroup isolates were identified in the North, Northeast, Southeast, and South region of the country while the Japanese subgroup has not yet been identified in the South. Five of the Japanese subgroup isolates were from the Southeast region, two from the North, and one from the Northeast region. The HTLV-1 genome is characterized by low variability confirmed by the diversity rates within the Transcontinental and Japanese subgroups which were 3 and 0.5% respectively. Moreover, the inter-subgroup genetic distance was 2.5%.
HIV-1 and HTLV-1 protein domain analysis - The protein domain site analysis of the pol gene (protease and reverse transcriptase proteins), gag gene (p17 and p24 proteins), and envelope gene (gp41 and gp120 proteins) are summarized in Table II. The following sites were mapped: protein kinase C phosphorylation (PKC), N-glycosylation, N-myristylation, and casein kinase 2 (CK2) phosphorylation sites. The PKC and CK2 phosphorylation sites were found in all proteins of all subtypes, with the exception of the envelope gp41 which was found to lack CK2 sites. N-myristylation sites were also found in all proteins except in the envelope gp120 proteins of subtype B and C. N-glycosylation sites were only found in three (gp41, gp120, p17) of the six proteins, but remained conserved in all subtypes of gp41 and p17. The gp120 protein showed the highest degree of N-glycosylation site variation, with six in subtype B, five in subtype F1, and four in subtype C (Table II).
To investigate the molecular characterization of HTLV-1 in Brazil, we also analyzed the potential sites in the env gene. We identified N-glycosylation sites located at 222-225, 244-247, and 272-275aa in 100, 86.6, and 100% of the sequences that belong to gp46 respectively. We found one N-myristylation site located at 327-338aa in 100% of the sequences within gp21. Two sites of phosphorylation by protein kinases were identified: one residue of CK2 phosphorylation, at 194-197aa in 80% in gp46 and two residues of PKC phosphorylation at 310-312 and 342-344aa in 100% of the sequences that belong to gp21.
The genetic analysis of HIV-1 and HTLV-1 showed distinct patterns. The Brazilian HIV-1 genetic analyses involved 44 representative pol sequences and 342 sequences from the HIV-1 gag and env genes. The results showed great heterogeneity, with multiple subtypes (A, B, C, D, F1) and recombinant viruses from subtypes B and F1 (B/F1) as previously described. The pol gene phylogenetic tree confirmed the relationship between Brazilian subtypes B, C, and F1 and representative isolates from other countries (data not shown). The Brazilian subtype B isolates were introduced early in the HIV/AIDS epidemic (Morgado et al. 1994) and it is characterized by the presence of multiple lineages and high genetic variation (5.6%) within the pol gene. Brazilian subtype F1 forms a cluster with sequences from Europe and Argentina, and probably also appeared early on the epidemic, as demonstrated in studies of HIV evolutionary history (Bello et al. 2006). Prior introductions of both subtype B and F1 are also supported by the detection of B/F1 recombinants in Brazil. The subtype C epidemic has appeared more recently (Soares et al. 2003). The Brazilian subtype C epidemic is characterized by the presence of a monophyletic cluster and low levels of diversity in the pol, gag, and env genes (Table I). As expected, the gag and env proteins showed a higher level of intra-subtype (4.7 to 11%) and inter-subtype diversity (7.7 to 22%). Despite the fact that diversity between subtypes was almost 20% at the aminoacid level in the gag and env genes (Louwagie et al. 1993), the majority of the protein domain sites remained conserved among the different HIV-1 subtypes found in Brazil. In contrast, the vast majority (96.7%) of the HTLV-1 isolates were classified as subgroup A, a finding which agrees with previous reports (Alcantara et al. 2003), while the remaining strains (3.3%) belonged to subgroup B previously characterized in Japan. Considering the intense Japanese immigration at the beginning of the 1900s, it is not surprising to find this subtype in Brazil. Three of the Japanese subgroup sequences were from Japanese immigrants living in the state of São Paulo and the only Japanese subgroup sequence from the Northeast region was isolated from a pregnant woman whose husband had lived for a few years in São Paulo. It has been suggested that the genomic variability of this virus is related to ethnic background as well as the geographical distribution of carriers of the virus. Therefore, we could suggest that because of the very low variation of the Japanese subgroup sequences, they were probably introduced into the country recently. In contrast, the Transcontinental subgroup has a higher variation and a wide distribution across Brazilian regions. Certain evolutionary studies suggest that the first introduction of the virus in the continent occurred with the migration of the Mongol population through Bhering Straits around 40,000 to 10,000 years ago. Other studies suggest that the virus was brought along with the post-Columbian African slave trade around 400 years ago, or more recently, due to migrations of HTLV-1 infected Japanese immigrants to Latin America as previously reviewed (Laurentino et al. 2005).
The functional regions responsible for phosphorylation, myristylation, and glycosylation sites mapped in the HIV-1 proteins in this study were highly conserved. These sites are potentially important for the functioning of these proteins and their exclusion could potentially produce fewer functional virus particles. The my-ristylation sites are associated with viral assembly, and their loss can block particle assembly and viral replication, and particularly mutations on the N-terminal of structural precursor polyprotein Pr55gag (Bouamir et al. 2003). In our study we did not analyze the N-terminal region, but, in our results, we show three conservative myristylation sites in different regions of the the gag proteins, and functional studies would be important to describe the role of this assign in these regions. The glycosylation sites are associated with virus protection against the immune system (Reitter et al. 1998) and they were frequently found in our results suggesting that the virus could have maintained these sites to escape from the immune system. An ideal vaccine should contain epitopes to create immune pressure on the functional regions of the viruses that cannot escape or produce fewer functional virus escape variants (De Oliveira et al. 2004). In addition, as recently suggested (Borgetz et al. 2000, Morgado et al. 2002), it is very important to continue mapping the genetic information of the HIV-1 strains circulating in Brazil, because any eventual vaccine will need to be related to the epidemic at a national level. The presence of N-glycosylation and protein kinase phosphorylation sites in the HTLV-1 env gene sequences could indicate a possible escape mechanism that would prevent the recognition of antibodies in the infected cells, and avoid syncytium formation as well as the presentation of the virus proteins to the major histocompatibility complex (MHC) and consequently activate the immune system via CD4+ and CD8+ cells.
A more detailed analysis of the protein domains of HIV-1 and HTLV-1, as well as genetic analyses of the complete Brazilian HIV-1 sequence dataset (3156 sequences), is underway.
In conclusion, to facilitate the effective use of all available HIV-1 and HTLV-I genetic data and to train local expertise, we have developed a specialized viral bioinformatics unit at the Advanced Public Health Laboratory of the Gonçalo Moniz Research Center-Oswaldo Cruz Foundation. The work of this unit will enable the analysis of all Brazilian viral sequences deposited in public database through the constructing of new datasets and make use of all molecular biology programs available. Furthermore, this unit could provide important information to be used in HIV-1 evolutionary studies, vaccine and antiretroviral treatment design, as well as facilitate the transfer of bioinformatics and genetic analysis expertise to Brazilian researchers. Our efforts coincide with the purpose of DBCollHIV database (Araújo et al. 2006) which is to support Brazilian research groups for data storage and sequence analysis.
To Dr Anne-Mieke Vandamme who inspired us to initiate this project during the first Brazilian workshop on viral evolution and molecular epidemiology.
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Received 13 July 2006
Accepted 14 February 2007
Financial support: Fapesp, PN-DST/AIDS