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Abstract
Although the use of phylogenetic trees in epidemiological investigations has become commonplace, their epidemiological interpretation has not been systematically evaluated. Here, we use an HIV-1 within-host coalescent model to probabilistically evaluate transmission histories of two epidemiologically linked hosts. Previous critique of phylogenetic reconstruction has claimed that direction of transmission is difficult to infer, and that the existence of unsampled intermediary links or common sources can never be excluded. The phylogenetic relationship between the HIV populations of epidemiologically linked hosts can be classified into six types of trees, based on cladistic relationships and whether the reconstruction is consistent with the true transmission history or not. We show that the direction of transmission and whether unsampled intermediary links or common sources existed make very different predictions about expected phylogenetic relationships: (i) Direction of transmission can often be established when paraphyly exists, (ii) intermediary links can be excluded when multiple lineages were transmitted, and (iii) when the sampled individuals' HIV populations both are monophyletic a common source was likely the origin. Inconsistent results, suggesting the wrong transmission direction, were generally rare. In addition, the expected tree topology also depends on the number of transmitted lineages, the sample size, the time of the sample relative to transmission, and how fast the diversity increases after infection. Typically, 20 or more sequences per subject give robust results. We confirm our theoretical evaluations with analyses of real transmission histories and discuss how our findings should aid in interpreting phylogenetic results.
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Subtype-specific differences in the human immunodeficiency virus type 1 reverse transcriptase connection subdomain of CRF01_AE are associated with higher levels of resistance to 3'-azido-3'-deoxythymidine. J Virol 2009; 83:8502-13. [PMID: 19553318 DOI: 10.1128/jvi.00859-09] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
We previously shown that mutations in the connection (CN) subdomain of human immunodeficiency virus type 1 (HIV-1) subtype B reverse transcriptase (RT) increase 3'-azido-3'-deoxythymidine (AZT) resistance in the context of thymidine analog mutations (TAMs) by affecting the balance between polymerization and RNase H activity. To determine whether this balance affects drug resistance in other HIV-1 subtypes, recombinant subtype CRF01_AE was analyzed. Interestingly, CRF01_AE containing TAMs exhibited 64-fold higher AZT resistance relative to wild-type B, whereas AZT resistance of subtype B containing the same TAMs was 13-fold higher, which in turn correlated with higher levels of AZT-monophosphate (AZTMP) excision on both RNA and DNA templates. The high level of AZT resistance exhibited by CRF01_AE was primarily associated with the T400 residue in wild-type subtype AE CN subdomain. An A400T substitution in subtype B enhanced AZT resistance, increased AZTMP excision on both RNA and DNA templates, and reduced RNase H cleavage. Replacing the T400 residue in CRF01_AE with alanine restored AZT sensitivity and reduced AZTMP excision on both RNA and DNA templates, suggesting that the T400 residue increases AZT resistance in CRF01_AE at least in part by directly increasing the efficiency of AZTMP excision. These results show for the first time that CRF01_AE exhibits higher levels of AZT resistance in the presence of TAMs and that this resistance is primarily associated with T400. Our results also show that mixing the RT polymerase, CN, and RNase H domains from different subtypes can underestimate AZT resistance levels, and they emphasize the need to develop subtype-specific genotypic and phenotypic assays to provide more accurate estimates of clinical drug resistance.
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3
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Abstract
RNA viruses are often thought of as possessing almost limitless adaptability as a result of their extreme mutation rates. However, high mutation rates also put a cap on the size of the viral genome by establishing an error threshold, beyond which lethal numbers of deleterious mutations accumulate. Herein, I argue that a lack of genomic space means that RNA viruses will be subject to important evolutionary constraints because specific sequences are required to encode multiple and often conflicting functions. Empirical evidence for these constraints, and how they limit viral adaptability, is now beginning to accumulate. Documenting the constraints to RNA virus evolution has important implications for predicting the emergence of new viruses and for improving therapeutic procedures.
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Affiliation(s)
- Edward C Holmes
- Department of Zoology, University of Oxford, South Parks Road, OX1 3PS, Oxford, UK.
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4
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Quan Y, Brenner BG, Marlink RG, Essex M, Kurimura T, Wainberg MA. Drug resistance profiles of recombinant reverse transcriptases from human immunodeficiency virus type 1 subtypes A/E, B, and C. AIDS Res Hum Retroviruses 2003; 19:743-53. [PMID: 14585205 DOI: 10.1089/088922203769232548] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
We have expressed purified recombinant reverse transcriptase (RT) from clinical isolates of human immunodeficiency virus subtypes B, C, and A/E in Escherichia coli. The drug sensitivities of these RTs were then determined for both nucleoside RT inhibitors (NRTIs) and nonnucleoside RT inhibitors (NNRTIs) in cell-free RT assays. Although A/E and C viruses contained numerous polymorphisms relative to subtype B (i.e., naturally occurring variations unrelated to drug resistance), the wild-type enzymes prepared from these or subtype A/E clinical isolates displayed <2-fold differences in drug sensitivities with regard to the active triphosphate active forms of NRTIs, as compared with RT expressed from BH-10 recombinant virus. Recombinant RTs from clinical isolates of subtypes B, C, and A/E that contained multiple resistance-associated mutations displayed expected variations in levels of resistance to the intracellular active forms of 3TC, ddI, ddC, and PMPA, that is, 3TCTP, ddATP, ddCTP, and PMPApp, respectively. Subtype A/E and C RT enzymes contained only minor NNRTI polymorphisms that distinguished them from wild-type subtype B enzymes and wild-type RTs from these various subtypes showed only 1- to 4-fold variability in IC(50) values for each of nevirapine (NVP), delavirdine (DLV), efavirenz (EFV), and calanolide A. In contrast, RT enzymes from subtype B and C viruses harboring specific NNRTI mutations were highly resistant to all four tested NNRTIs. Subtype C variants containing the novel V106M resistance codon showed cross-resistance to all approved NNRTIs in cell-free RT assays.
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Affiliation(s)
- Yudong Quan
- McGill University AIDS Centre, Lady Davis Institute, Jewish General Hospital, Montreal, Quebec, H3T 1E2, Canada
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5
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Ariyoshi K, Matsuda M, Miura H, Tateishi S, Yamada K, Sugiura W. Patterns of point mutations associated with antiretroviral drug treatment failure in CRF01_AE (subtype E) infection differ from subtype B infection. J Acquir Immune Defic Syndr 2003; 33:336-42. [PMID: 12843744 DOI: 10.1097/00126334-200307010-00007] [Citation(s) in RCA: 78] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
An increasing number of HIV-1-infected patients living in developing countries now have access to antiretroviral drugs. Information regarding the drug-resistant mutations of non-B subtype HIV-1 remains limited, however. The authors cross-sectionally compared patterns of the drug-resistant point mutations in patients infected with either subtype B or CRF01_AE (subtype E) among patients who acquired HIV by sexual transmission in Japan. Protease sequence data were available from 216 patients with a detectable level of RNA copies in plasma. Based on phylogenetic analysis of the protease and the C2V3 regions, 162 subtype B and 45 CRF01_AE cases were identified; 82 subtype B and 24 CRF01_AE patients had a treatment failure with nucleoside reverse transcriptase inhibitors; and 69 subtype B and 19 CRF01_AE patients had a treatment failure with a protease inhibitor. Antiretroviral drug history was similar in subtype B-infected and CRF01_AE-infected patients. The mutations T69N and V75M in reverse transcriptase and L10F, K20I, L33I, and N88S in protease were seen more frequently in patients infected with CRF01_AE than in patients with subtype B. The mutations, D30N, A71V, and N88D were found exclusively in patients with subtype B. Most of the characteristic mutation patterns were associated with a history of receiving nelfinavir. The pattern of drug resistance mutations differs between the subtypes. Data derived from subtype B drug-resistant genotypes may not always be applicable to non-B subtypes.
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Affiliation(s)
- Koyo Ariyoshi
- AIDS Research Center, National Institute of Infectious Diseases, Tokyo, Japan
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Matsuoka-Aizawa S, Sato H, Hachiya A, Tsuchiya K, Takebe Y, Gatanaga H, Kimura S, Oka S. Isolation and molecular characterization of a nelfinavir (NFV)-resistant human immunodeficiency virus type 1 that exhibits NFV-dependent enhancement of replication. J Virol 2003; 77:318-27. [PMID: 12477837 PMCID: PMC140576 DOI: 10.1128/jvi.77.1.318-327.2003] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
During the use of a phenotypic anti-human immunodeficiency virus type 1 (HIV-1) drug resistance assay in a large set of clinical virus isolates, we found a unique variant (CL-4) that exhibited a high level of nelfinavir (NFV) resistance and rather enhanced replication under subinhibitory concentrations of NFV (0.001 to 0.1 micro M). Comparison of gag-pol sequences of the CL-4 variant and its predecessor virus isolates showed a stepwise accumulation of a total of 19 amino acid substitutions in protease (PR) and Gag p17 during 32-month NFV-containing antiretroviral therapy, while other Gag regions including the cleavage sites of the p55 precursor remained highly conserved. To understand the relationship between the genetic and phenotypic changes in CL-4, we constructed chimeric viruses using pNL4-3, replacing the PR, p24PR, or p17PR gene segment of CL-4 or its predecessor. A series of tissue culture infections with the chimeras in the absence or presence of increasing concentrations of NFV demonstrated that only the p17PR segment of CL-4 could confer the NFV-dependent replication enhancement phenotype on NL4-3. Our data suggest a novel adaptation mechanism of HIV-1 to NFV, in which coevolution of Gag and PR genes generates a variant that replicates more efficiently in the cellular environment in the presence of NFV than without the drug.
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Papa A, Papadimitriou E, Papoutsi A, Malissiovas N, Kiosses VG, Antoniadis A. Genetic variation of the protease and reverse transcriptase genes in HIV-1 CRF04_cpx strains. AIDS Res Hum Retroviruses 2002; 18:677-80. [PMID: 12079565 DOI: 10.1089/088922202760019392] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
To gain information about the genetic variation of the protease and reverse transcriptase gene-coding regions in HIV-1 strains belonging to CRF04_cpx, genotyping and drug susceptibility testing were performed on serum samples derived from seven patients carrying sequences belonging to this circulating recombinant form. Substitutions classically associated with resistance to antiretroviral drugs were observed in six of seven samples, including G48V, V82A, L90M, M46I in the protease protein, and K70R, D69D/N, M184V, T215F, K103N in the reverse transcriptase protein. Genotypic resistance patterns of CRF04_cpx samples were found to be similar to those identified in subtype B viruses, suggesting that the drug-selective pressure has similar effects on both subtype B and CRF04_cpx.
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Affiliation(s)
- Anna Papa
- National AIDS Reference Laboratory of Northern Greece, A Department of Microbiology, School of Medicine, Aristotelian University of Thessaloniki, Thessaloniki 54006, Greece.
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Sato H, Tomita Y, Ebisawa K, Hachiya A, Shibamura K, Shiino T, Yang R, Tatsumi M, Gushi K, Umeyama H, Oka S, Takebe Y, Nagai Y. Augmentation of human immunodeficiency virus type 1 subtype E (CRF01_AE) multiple-drug resistance by insertion of a foreign 11-amino-acid fragment into the reverse transcriptase. J Virol 2001; 75:5604-13. [PMID: 11356968 PMCID: PMC114273 DOI: 10.1128/jvi.75.12.5604-5613.2001] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
A human immunodeficiency virus type 1 (HIV-1) subtype E (CRF01_AE) variant (99JP-NH3-II) possessing an in-frame 33-nucleotide insertion mutation in the beta3-beta4 loop coding region of the reverse transcriptase (RT) gene was isolated from a patient who had not responded to nucleoside analogue RT inhibitors. This virus exhibited an extremely high level of multiple nucleoside analog resistance (MNR). Neighbor-joining tree analysis of the pol sequences indicated that the 99JP-NH3-II variant had originated from the swarm of drug-sensitive predecessors in the patient. Population-based sequence analyses of 82 independently cloned RT segments from the patient suggested that the variants with the insertion, three or four 3'-azido-3'-deoxythymidine resistance mutations, and a T69I mutation in combination had strong selective advantages during chemotherapy. Consistently, in vitro mutagenesis of a drug-sensitive predecessor virus clone demonstrated that this mutation set functions cooperatively to confer a high level of MNR without deleterious effects on viral replication capability. Homology modeling of the parental RT and its MNR mutant showed that extension of the beta3-beta4 loop by an insertion caused reductions in the distances between the loop and the other subdomains, narrowing the template-primer binding cleft and deoxynucleoside triphosphate-binding pocket in a highly flexible manner. The origin of the insert is elusive, as every effort to find a homologue has been unsuccessful. Taken together, these data suggest that (i) HIV-1 tolerates in vivo insertions as long as 33 nucleotides into the highly conserved enzyme gene to survive multiple anti-HIV-1 inhibitors and (ii) the insertion mutation augments multiple-drug resistance, possibly by reducing the biochemical inaccuracy of substrate-enzyme interactions in the active center.
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Affiliation(s)
- H Sato
- AIDS Research Center, National Institute of Infectious Diseases, Japan.
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Holguín A, Aracil B, Alvarez A, Barros C, Soriano V. Prevalence of human immunodeficiency virus type 1 (HIV-1) non-B subtypes in foreigners living in Madrid, Spain, and comparison of the performances of the AMPLICOR HIV-1 MONITOR version 1.0 and the new automated version 1.5. J Clin Microbiol 2001; 39:1850-4. [PMID: 11326002 PMCID: PMC88037 DOI: 10.1128/jcm.39.5.1850-1854.2001] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Plasma specimens collected in 1999 from 32 human immunodeficiency virus type 1 (HIV-1)-infected foreigners living in Madrid, Spain, were examined for the presence of non-B subtypes. Furthermore, plasma viremia was quantified using two different AMPLICOR HIV-1 MONITOR tests, version 1.0 and the new upgraded and automated version 1.5 (COBAS). Most patients came from Africa, where they most likely had acquired HIV-1 infection through sexual contact. HIV-1 genetic subtyping was based on the phylogenetic analysis of the protease gene. Twenty-two subtype B, six subtype G, two subtype C, one subtype A, and one D subtype infection were found. Overall, non-B subtypes represented 31.25% of the study population. Irrespective of the HIV-1 variant, viral load values above the detection limit (200 HIV RNA copies/ml) increased from 56.2 to 71.9% for results obtained using MONITOR version 1.0 and COBAS, respectively. Moreover, significant differences in viral load values (>0.5 logs) were recognized in up to 37.5% of samples. In summary, COBAS seemed to be more reliable for testing plasma viral load in HIV-infected immigrants living in Spain, one third of whom carried non-B subtypes.
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Affiliation(s)
- A Holguín
- Service of Infectious Diseases, Hospital Carlos III, Instituto de Salud Carlos III, Madrid, Spain
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