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Assoumou L, Bocket L, Pallier C, Grude M, Ait-Namane R, Izopet J, Raymond S, Charpentier C, Visseaux B, Wirden M, Trabaud MA, Le Guillou-Guillemette H, Allaoui C, Henquell C, Krivine A, Dos Santos G, Delamare C, Bouvier-Alias M, Montes B, Ferre V, De Monte A, Signori-Schmuck A, Maillard A, Morand-Joubert L, Tumiotto C, Fafi-Kremer S, Amiel C, Barin F, Marque-Juillet S, Courdavault L, Vallet S, Beby-Defaux A, de Rougemont A, Fenaux H, Avettand-Fenoel V, Allardet-Servent A, Plantier JC, Peytavin G, Calvez V, Chaix ML, Descamps D. Stable prevalence of transmitted drug resistance mutations and increased circulation of non-B subtypes in antiretroviral-naive chronically HIV-infected patients in 2015/2016 in France. J Antimicrob Chemother 2020; 74:1417-1424. [PMID: 30753724 DOI: 10.1093/jac/dkz011] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2018] [Revised: 12/27/2018] [Accepted: 12/31/2018] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVES We estimated the prevalence of transmitted-drug-resistance-associated mutations (TDRAMs) in antiretroviral-naive chronically HIV-1-infected patients. PATIENTS AND METHODS TDRAMs were sought in samples from 660 diagnosed HIV-1-infected individuals in 2015/2016 in 33 HIV clinical centres. Weighted analyses, considering the number of patients followed in each centre, were used to derive representative estimates of the percentage of individuals with TDRAMs. Results were compared with those of the 2010/2011 survey (n = 661) using the same methodology. RESULTS At inclusion, median CD4 cell counts and plasma HIV-1 RNA were 394 and 350/mm3 (P = 0.056) and 4.6 and 4.6 log10 copies/mL (P = 0.360) in the 2010/2011 survey and the 2015/2016 survey, respectively. The frequency of non-B subtypes increased from 42.9% in 2010/2011 to 54.8% in 2015/2016 (P < 0.001), including 23.4% and 30.6% of CRF02_AG (P = 0.004). The prevalence of virus with protease or reverse-transcriptase TDRAMs was 9.0% (95% CI = 6.8-11.2) in 2010/2011 and 10.8% (95% CI = 8.4-13.2) in 2015/2016 (P = 0.269). No significant increase was observed in integrase inhibitor TDRAMs (6.7% versus 9.2%, P = 0.146). Multivariable analysis showed that men infected with the B subtype were the group with the highest risk of being infected with a resistant virus compared with others (adjusted OR = 2.2, 95% CI = 1.3-3.9). CONCLUSIONS In France in 2015/2016, the overall prevalence of TDRAMs was 10.8% and stable compared with 9.0% in the 2010/2011 survey. Non-B subtypes dramatically increased after 2010. Men infected with B subtype were the group with the highest risk of being infected with a resistant virus, highlighting the need to re-emphasize safe sex messages.
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Affiliation(s)
- Lambert Assoumou
- INSERM, UMR 1136, Institut Pierre Louis d'Epidémiologie et de Santé Publique, Paris, France
| | | | | | - Maxime Grude
- INSERM, UMR 1136, Institut Pierre Louis d'Epidémiologie et de Santé Publique, Paris, France
| | - Rachid Ait-Namane
- INSERM, UMR 1136, Institut Pierre Louis d'Epidémiologie et de Santé Publique, Paris, France
| | | | | | - Charlotte Charpentier
- Hopital Bichat Claude Bernard, Virology, Paris, France.,Univ Paris-Diderot, INSERM UMR 1137, CNR VIH, Paris, France
| | - Benoit Visseaux
- Hopital Bichat Claude Bernard, Virology, Paris, France.,Univ Paris-Diderot, INSERM UMR 1137, CNR VIH, Paris, France
| | - Marc Wirden
- INSERM, UMR 1136, Institut Pierre Louis d'Epidémiologie et de Santé Publique, Paris, France.,CHU Pitié-Salpêtrière, Virology, Paris, France
| | | | | | | | | | | | | | | | | | | | | | | | | | | | - Laurence Morand-Joubert
- INSERM, UMR 1136, Institut Pierre Louis d'Epidémiologie et de Santé Publique, Paris, France.,Hopital Saint-Antoine, Virology, Paris, France.,Sorbonne Université, Paris, France
| | | | | | | | | | | | | | | | | | | | | | - Véronique Avettand-Fenoel
- CHU Necker-Enfants Malades, Virology, Paris, France.,Université Paris Descartes, Sorbonne Paris Cité, Paris, France
| | | | | | - Gilles Peytavin
- Univ Paris-Diderot, INSERM UMR 1137, CNR VIH, Paris, France.,Hopital Bichat-Claude Bernard, Laboratoire de Pharmaco-Toxicologie, Paris, France
| | - Vincent Calvez
- INSERM, UMR 1136, Institut Pierre Louis d'Epidémiologie et de Santé Publique, Paris, France.,CHU Pitié-Salpêtrière, Virology, Paris, France.,Sorbonne Université, Paris, France
| | | | - Diane Descamps
- Hopital Bichat Claude Bernard, Virology, Paris, France.,Univ Paris-Diderot, INSERM UMR 1137, CNR VIH, Paris, France
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Distefano M, Lanzarotti E, Fernández MF, Mangano A, Martí M, Aulicino P. Identification of novel molecular determinants of co-receptor usage in HIV-1 subtype F V3 envelope sequences. Sci Rep 2020; 10:12583. [PMID: 32724045 PMCID: PMC7387458 DOI: 10.1038/s41598-020-69408-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Accepted: 06/30/2020] [Indexed: 02/05/2023] Open
Abstract
HIV-1 determinants of coreceptor usage within the gp120 V3 loop have been broadly studied over the past years. This information has led to the development of state-of the-art bioinformatic tools that are useful to predict co-receptor usage based on the V3 loop sequence mainly of subtypes B, C and A. However, these methods show a poor performance for subtype F V3 loops, which are found in an increasing number of HIV-1 strains worldwide. In the present work we investigated determinants of viral tropisms in the understudied subtype F by looking at genotypic and structural information of coreceptor:V3 loop interactions in a novel group of 40 subtype F V3 loops obtained from HIV-1 strains phenotypically characterized either as syncytium inducing or non-syncytium inducing by the MT-2 assay. We provide novel information about estimated interactions energies between a set of V3 loops with known tropism in subtype F, that allowed us to improve predictions of the coreceptor usage for this subtype. Understanding genetic and structural features underlying HIV coreceptor usage across different subtypes is relevant for the rational design of preventive and therapeutic strategies aimed at limiting the HIV-1 epidemic worldwide.
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Affiliation(s)
- Maximiliano Distefano
- Laboratorio de Biología Celular Y Retrovirus- CONICET, Hospital de Pediatría "J.P. Garrahan", Ciudad Autónoma de Buenos Aires, Argentina
| | - Esteban Lanzarotti
- Departamento de Computación, Facultad de Ciencias Exactas Y Naturales, Universidad de Buenos Aires, Ciudad Autónoma de Buenos Aires, Argentina.,Departamento de Química Biológica, Facultad de Ciencias Exactas Y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, Ciudad Autónoma de Buenos Aires, Argentina
| | - María Florencia Fernández
- Laboratorio de Biología Celular Y Retrovirus- CONICET, Hospital de Pediatría "J.P. Garrahan", Ciudad Autónoma de Buenos Aires, Argentina
| | - Andrea Mangano
- Laboratorio de Biología Celular Y Retrovirus- CONICET, Hospital de Pediatría "J.P. Garrahan", Ciudad Autónoma de Buenos Aires, Argentina
| | - Marcelo Martí
- Departamento de Química Biológica, Facultad de Ciencias Exactas Y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, Ciudad Autónoma de Buenos Aires, Argentina
| | - Paula Aulicino
- Laboratorio de Biología Celular Y Retrovirus- CONICET, Hospital de Pediatría "J.P. Garrahan", Ciudad Autónoma de Buenos Aires, Argentina.
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Matume ND, Tebit DM, Bessong PO. HIV-1 subtype C predicted co-receptor tropism in Africa: an individual sequence level meta-analysis. AIDS Res Ther 2020; 17:5. [PMID: 32033571 PMCID: PMC7006146 DOI: 10.1186/s12981-020-0263-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Accepted: 01/30/2020] [Indexed: 12/19/2022] Open
Abstract
Background Entry inhibitors, such as Maraviroc, hold promise as components of HIV treatment and/or pre-exposure prophylaxis in Africa. Maraviroc inhibits the interaction between HIV Envelope gp120 V3-loop and CCR5 coreceptor. HIV-1 subtype C (HIV-1-C) is predominant in Southern Africa and preferably uses CCR5 co-receptor. Therefore, a significant proportion of HIV-1-C CXCR4 utilizing viruses (X4) may compromise the effectiveness of Maraviroc. This analysis examined coreceptor preferences in early and chronic HIV-1-C infections across Africa. Methods African HIV-1-C Envelope gp120 V3-loop sequences sampled from 1988 to 2014 were retrieved from Los Alamos HIV Sequence Database. Sequences from early infections (< 186 days post infection) and chronic infections (> 186 days post infection) were analysed for predicted co-receptor preferences using Geno2Pheno [Coreceptor] 10% FPR, Phenoseq-C, and PSSMsinsi web tools. V3-loop diversity was determined, and viral subtype was confirmed by phylogenetic analysis. National treatment guidelines across Africa were reviewed for Maraviroc recommendation. Results Sequences from early (n = 6316) and chronic (n = 7338) HIV-1-C infected individuals from 10 and 15 African countries respectively were available for analyses. Overall, 518/6316 (8.2%; 95% CI 0.7–9.3) of early sequences were X4, with Ethiopia and Malawi having more than 10% each. For chronic infections, 8.3% (95% CI 2.4–16.2) sequences were X4 viruses, with Ethiopia, Tanzania, and Zimbabwe having more than 10% each. For sequences from early chronic infections (< 1 year post infection), the prevalence of X4 viruses was 8.5% (95% CI 2.6–11.2). In late chronic infections (≥ 5 years post infection), X4 viruses were observed in 36% (95% CI − 16.3 to 49.9), with two countries having relatively high X4 viruses: South Africa (43%) and Malawi (24%). The V3-loop amino acid sequence were more variable in X4 viruses in chronic infections compared to acute infections, with South Africa, Ethiopia and Zimbabwe showing the highest levels of V3-loop diversity. All sequences were phylogenetically confirmed as HIV-1-C and clustered according to their co-receptor tropism. In Africa, Maraviroc is registered only in South Africa and Uganda. Conclusions Our analyses illustrate that X4 viruses are present in significantly similar proportions in early and early chronic HIV-1 subtype C infected individuals across Africa. In contrast, in late chronic infections, X4 viruses increase 3–5 folds. We can draw two inferences from our observations: (1) to enhance the utility of Maraviroc in chronic HIV subtype C infections in Africa, prior virus co-receptor determination is needed; (2) on the flip side, research on the efficacy of CXCR4 antagonists for HIV-1-C infections is encouraged. Currently, the use of Maraviroc is very limited in Africa.
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Abstract
: Next-generation sequencing is a sensitive method for determining HIV-1 tropism but there is a lack of data on the quantification of X4 variants. We evaluated MiSeq and 454 GS-Junior platforms for determining HIV-1 tropism and for quantifying X4 variants. Both platforms were 93% concordant for determining HIV-1 tropism and correlated well for determining the proportion of X4 variants (Spearman correlation, ρ = 0.748; P < 0.0001). MiSeq Illumina sequencing seems to be well adapted for characterizing X4-containing samples.
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Pace of Coreceptor Tropism Switch in HIV-1-Infected Individuals after Recent Infection. J Virol 2017; 91:JVI.00793-17. [PMID: 28659473 DOI: 10.1128/jvi.00793-17] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2017] [Accepted: 06/08/2017] [Indexed: 11/20/2022] Open
Abstract
HIV-1 entry into target cells influences several aspects of HIV-1 pathogenesis, including viral tropism, HIV-1 transmission and disease progression, and response to entry inhibitors. The evolution from CCR5- to CXCR4-using strains in a given human host is still unpredictable. Here we analyzed timing and predictors for coreceptor evolution among recently HIV-1-infected individuals. Proviral DNA was longitudinally evaluated in 66 individuals using Geno2pheno[coreceptor] Demographics, viral load, CD4+ and CD8+ T cell counts, CCR5Δ32 polymorphisms, GB virus C (GBV-C) coinfection, and HLA profiles were also evaluated. Ultradeep sequencing was performed on initial samples from 11 selected individuals. A tropism switch from CCR5- to CXCR4-using strains was identified in 9/49 (18.4%) individuals. Only a low baseline false-positive rate (FPR) was found to be a significant tropism switch predictor. No minor CXCR4-using variants were identified in initial samples of 4 of 5 R5/non-R5 switchers. Logistic regression analysis showed that patients with an FPR of >40.6% at baseline presented a stable FPR over time whereas lower FPRs tend to progressively decay, leading to emergence of CXCR4-using strains, with a mean evolution time of 27.29 months (range, 8.90 to 64.62). An FPR threshold above 40.6% determined by logistic regression analysis may make it unnecessary to further determine tropism for prediction of disease progression related to emergence of X4 strains or use of CCR5 antagonists. The detection of variants with intermediate FPRs and progressive FPR decay over time not only strengthens the power of Geno2pheno in predicting HIV tropism but also indirectly confirms a continuous evolution from earlier R5 variants toward CXCR4-using strains.IMPORTANCE The introduction of CCR5 antagonists in the antiretroviral arsenal has sparked interest in coreceptors utilized by HIV-1. Despite concentrated efforts, viral and human host features predicting tropism switch are still poorly understood. Limited longitudinal data are available to assess the influence that these factors have on predicting tropism switch and disease progression. The present study describes longitudinal tropism evolution in a group of recently HIV-infected individuals to determine the prevalence and potential correlates of tropism switch. We demonstrated here that a low baseline FPR determined by the Geno2pheno[coreceptor] algorithm can predict tropism evolution from CCR5 to CXCR4 coreceptor use.
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Hayashida T, Tsuchiya K, Kikuchi Y, Oka S, Gatanaga H. Emergence of CXCR4-tropic HIV-1 variants followed by rapid disease progression in hemophiliac slow progressors. PLoS One 2017; 12:e0177033. [PMID: 28472121 PMCID: PMC5417636 DOI: 10.1371/journal.pone.0177033] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2017] [Accepted: 04/20/2017] [Indexed: 12/16/2022] Open
Abstract
OBJECTIVE The association between emergence of CXCR4-tropic HIV-1 variants (X4 variants) and disease progression of HIV-1 infection has been reported. However, it is not known whether the emergence of X4 variants is the cause or result of HIV-1 disease progression. We tried to answer this question. DESIGN HIV-1 env sequences around the V3 region were analyzed in serially stocked samples in order to determine whether X4 variants emerged before or after the fall in CD4+ T-cell count. METHODS The study subjects were five HIV-1-infected hemophiliac slow progressors. Deep sequencing around the HIV-1 env V3 region was conducted in duplicate. Tropism was predicted by geno2pheno [coreceptor] 2.5 with cutoff value of false positive ratio at <5%. When X4 variant was identified in the latest stocked sample before the introduction of antiretroviral therapy, we checked viral genotype in previously stocked samples to determine the time of emergence of X4 variants. RESULTS Emergence of X4 variants was noted in two of the five patients when their CD4+ T-cell counts were still high. The rate of decrease of CD4+ T-cell count or of rise of HIV-1 load accelerated significantly after the emergence of X4 variants in these two cases. Phylogenetic analysis showed that these X4 variants emerged from CCR5-tropic HIV-1 viruses with several amino acid changes in the V3 region. CONCLUSIONS The emergence of X4 variants preceded HIV-1 disease progression in two hemophiliac slow progressors.
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Affiliation(s)
- Tsunefusa Hayashida
- AIDS Clinical Center, National Center for Global Health and Medicine, Tokyo, Japan
| | - Kiyoto Tsuchiya
- AIDS Clinical Center, National Center for Global Health and Medicine, Tokyo, Japan
| | - Yoshimi Kikuchi
- AIDS Clinical Center, National Center for Global Health and Medicine, Tokyo, Japan
| | - Shinichi Oka
- AIDS Clinical Center, National Center for Global Health and Medicine, Tokyo, Japan
- Center for AIDS Research, Kumamoto University, Kumamoto, Japan
| | - Hiroyuki Gatanaga
- AIDS Clinical Center, National Center for Global Health and Medicine, Tokyo, Japan
- Center for AIDS Research, Kumamoto University, Kumamoto, Japan
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Samleerat T, Hongjaisee S, Phiayura P, Sirirungsi W. HIV-1 coreceptor usage in perinatally infected Thai children. J Med Virol 2017; 89:1412-1418. [PMID: 28198557 DOI: 10.1002/jmv.24790] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2016] [Accepted: 02/02/2017] [Indexed: 11/10/2022]
Abstract
HIV-1 coreceptor usage in children who were born to HIV-1 infected mothers in Thailand is not well characterized. Here, the prevalence of coreceptor usage and genotype among HIV-1 infected children in Thailand were observed. Proviral DNA from 284 HIV-1 infected children who received HIV-1 early infant diagnosis between 2007 and 2013 under the National AIDS Program were studied. Genotypic tropism testing was performed based on amplification of the V3 region in a triplicate nested-PCR following by DNA sequencing. HIV-1 coreceptor usage was determined using Geno2pheno[coreceptor] with a false positive rate of 10%. Samples from 267 children were successfully amplified and coreceptor usage could be determined. Two hundred and thirty-seven (89%) children were infected with CRF01_AE, 29 (11%) were subtype B and 1 was subtype C. CCR5-using variants were found in 148 (55%) children and CXCR4-using variants were observed in 119 (45%) children. No significant differences in coreceptor usage and age, gender, signs of HIV infection, children's or maternal ARV receiving were observed. The only significant difference was found in N-linked glycosylation characteristic. This evidence showed that X4 viruses can be highly observed at an early age of children which has important clinical implications and may limit usage of CCR5 antagonist family.
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Affiliation(s)
- Tanawan Samleerat
- Department of Medical Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiangmai, Thailand
| | - Sayamon Hongjaisee
- Department of Medical Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiangmai, Thailand
| | - Pattareeya Phiayura
- Department of Medical Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiangmai, Thailand
| | - Wasna Sirirungsi
- Department of Medical Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiangmai, Thailand
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Performance comparison of next-generation sequencing platforms for determining HIV-1 coreceptor use. Sci Rep 2017; 7:42215. [PMID: 28186189 PMCID: PMC5301480 DOI: 10.1038/srep42215] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2016] [Accepted: 01/06/2017] [Indexed: 01/31/2023] Open
Abstract
The coreceptor used by HIV-1 must be determined before a CCR5 antagonist, part of the arsenal of antiretroviral drugs, is prescribed because viruses that enter cells using the CXCR4 coreceptor are responsible for treatment failure. HIV-1 tropism is also correlated with disease progression and so must be determined for virological studies. Tropism can be determined by next-generation sequencing (NGS), but not all of these new technologies have been fully validated for use in clinical practice. The Illumina NGS technology is used in many laboratories but its ability to predict HIV-1 tropism has not been evaluated while the 454 GS-Junior (Roche) is used for routine diagnosis. The genotypic prediction of HIV-1 tropism is based on sequencing the V3 region and interpreting the results with an appropriate algorithm. We compared the performances of the MiSeq (Illumina) and 454 GS-Junior (Roche) systems with a reference phenotypic assay. We used clinical samples for the NGS tropism predictions and assessed their ability to quantify CXCR4-using variants. The data show that the Illumina platform can be used to detect minor CXCR4-using variants in clinical practice but technical optimization are needed to improve quantification.
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Montoya V, Olmstead A, Tang P, Cook D, Janjua N, Grebely J, Jacka B, Poon AFY, Krajden M. Deep sequencing increases hepatitis C virus phylogenetic cluster detection compared to Sanger sequencing. INFECTION GENETICS AND EVOLUTION 2016; 43:329-37. [PMID: 27282472 DOI: 10.1016/j.meegid.2016.06.015] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2016] [Revised: 06/03/2016] [Accepted: 06/04/2016] [Indexed: 01/17/2023]
Abstract
Effective surveillance and treatment strategies are required to control the hepatitis C virus (HCV) epidemic. Phylogenetic analyses are powerful tools for reconstructing the evolutionary history of viral outbreaks and identifying transmission clusters. These studies often rely on Sanger sequencing which typically generates a single consensus sequence for each infected individual. For rapidly mutating viruses such as HCV, consensus sequencing underestimates the complexity of the viral quasispecies population and could therefore generate different phylogenetic tree topologies. Although deep sequencing provides a more detailed quasispecies characterization, in-depth phylogenetic analyses are challenging due to dataset complexity and computational limitations. Here, we apply deep sequencing to a characterized population to assess its ability to identify phylogenetic clusters compared with consensus Sanger sequencing. For deep sequencing, a sample specific threshold determined by the 50th percentile of the patristic distance distribution for all variants within each individual was used to identify clusters. Among seven patristic distance thresholds tested for the Sanger sequence phylogeny ranging from 0.005-0.06, a threshold of 0.03 was found to provide the maximum balance between positive agreement (samples in a cluster) and negative agreement (samples not in a cluster) relative to the deep sequencing dataset. From 77 HCV seroconverters, 10 individuals were identified in phylogenetic clusters using both methods. Deep sequencing analysis identified an additional 4 individuals and excluded 8 other individuals relative to Sanger sequencing. The application of this deep sequencing approach could be a more effective tool to understand onward HCV transmission dynamics compared with Sanger sequencing, since the incorporation of minority sequence variants improves the discrimination of phylogenetically linked clusters.
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Affiliation(s)
- Vincent Montoya
- BC Centre for Disease Control, Vancouver, BC, Canada; Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Andrea Olmstead
- BC Centre for Disease Control, Vancouver, BC, Canada; Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | | | - Darrel Cook
- BC Centre for Disease Control, Vancouver, BC, Canada
| | - Naveed Janjua
- BC Centre for Disease Control, Vancouver, BC, Canada; Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Jason Grebely
- The Kirby Institute, UNSW Australia, Sydney, NSW, Australia
| | - Brendan Jacka
- The Kirby Institute, UNSW Australia, Sydney, NSW, Australia
| | - Art F Y Poon
- BC Centre for Excellence in HIV/AIDS, St Paul's Hospital, Vancouver, BC, Canada
| | - Mel Krajden
- BC Centre for Disease Control, Vancouver, BC, Canada; Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, BC, Canada.
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Shen HS, Yin J, Leng F, Teng RF, Xu C, Xia XY, Pan XM. HIV coreceptor tropism determination and mutational pattern identification. Sci Rep 2016; 6:21280. [PMID: 26883082 PMCID: PMC4756667 DOI: 10.1038/srep21280] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2015] [Accepted: 01/20/2016] [Indexed: 12/20/2022] Open
Abstract
In the early stages of infection, Human Immunodeficiency Virus Type 1 (HIV-1) generally selects CCR5 as the primary coreceptor for entering the host cell. As infection progresses, the virus evolves and may exhibit a coreceptor-switch to CXCR4. Accurate determination coreceptor usage and identification key mutational patterns associated tropism switch are essential for selection of appropriate therapies and understanding mechanism of coreceptor change. We developed a classifier composed of two coreceptor-specific weight matrices (CMs) based on a full-scale dataset. For this classifier, we found an AUC of 0.97, an accuracy of 95.21% and an MCC of 0.885 (sensitivity 92.92%; specificity 95.54%) in a ten-fold cross-validation, outperforming all other methods on an independent dataset (13% higher MCC value than geno2pheno and 15% higher MCC value than PSSM). A web server (http://spg.med.tsinghua.edu.cn/CM.html) based on our classifier was provided. Patterns of genetic mutations that occur along with coreceptor transitions were further identified based on the score of each sequence. Six pairs of one-AA mutational patterns and three pairs of two-AA mutational patterns were identified to associate with increasing propensity for X4 tropism. These mutational patterns offered new insights into the mechanism of coreceptor switch and aided in monitoring coreceptor switch.
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Affiliation(s)
- Hui-Shuang Shen
- The Key Laboratory of Bioinformatics, Ministry of Education, School of Life Sciences, Tsinghua University, China
| | - Jason Yin
- Department of Biostatistics, Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Fei Leng
- The Key Laboratory of Bioinformatics, Ministry of Education, School of Life Sciences, Tsinghua University, China
| | - Rui-Fang Teng
- The Key Laboratory of Bioinformatics, Ministry of Education, School of Life Sciences, Tsinghua University, China
| | - Chao Xu
- The Key Laboratory of Bioinformatics, Ministry of Education, School of Life Sciences, Tsinghua University, China
| | - Xia-Yu Xia
- The Key Laboratory of Bioinformatics, Ministry of Education, School of Life Sciences, Tsinghua University, China
| | - Xian-Ming Pan
- The Key Laboratory of Bioinformatics, Ministry of Education, School of Life Sciences, Tsinghua University, China
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Yokoyama M, Nomaguchi M, Doi N, Kanda T, Adachi A, Sato H. In silico Analysis of HIV-1 Env-gp120 Reveals Structural Bases for Viral Adaptation in Growth-Restrictive Cells. Front Microbiol 2016; 7:110. [PMID: 26903989 PMCID: PMC4746247 DOI: 10.3389/fmicb.2016.00110] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Accepted: 01/21/2016] [Indexed: 12/17/2022] Open
Abstract
Variable V1/V2 and V3 loops on human immunodeficiency virus type 1 (HIV-1) envelope-gp120 core play key roles in modulating viral competence to recognize two infection receptors, CD4 and chemokine-receptors. However, molecular bases for the modulation largely remain unclear. To address these issues, we constructed structural models for a full-length gp120 in CD4-free and -bound states. The models showed topologies of gp120 surface loop that agree with those in reported structural data. Molecular dynamics simulation showed that in the unliganded state, V1/V2 loop settled into a thermodynamically stable arrangement near V3 loop for conformational masking of V3 tip, a potent neutralization epitope. In the CD4-bound state, however, V1/V2 loop was rearranged near the bound CD4 to support CD4 binding. In parallel, cell-based adaptation in the absence of anti-viral antibody pressures led to the identification of amino acid substitutions that individually enhance viral entry and growth efficiencies in association with reduced sensitivity to CCR5 antagonist TAK-779. Notably, all these substitutions were positioned on the receptors binding surfaces in V1/V2 or V3 loop. In silico structural studies predicted some physical changes of gp120 by substitutions with alterations in viral replication phenotypes. These data suggest that V1/V2 loop is critical for creating a gp120 structure that masks co-receptor binding site compatible with maintenance of viral infectivity, and for tuning a functional balance of gp120 between immune escape ability and infectivity to optimize HIV-1 replication fitness.
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Affiliation(s)
- Masaru Yokoyama
- Laboratory of Viral Genomics, Pathogen Genomics Center, National Institute of Infectious Diseases Tokyo, Japan
| | - Masako Nomaguchi
- Department of Microbiology, Institute of Biomedical Sciences, Tokushima University Graduate School Tokushima, Japan
| | - Naoya Doi
- Department of Microbiology, Institute of Biomedical Sciences, Tokushima University Graduate School Tokushima, Japan
| | - Tadahito Kanda
- Laboratory of Viral Genomics, Pathogen Genomics Center, National Institute of Infectious DiseasesTokyo, Japan; Department of Research Promotion, Division of Infectious Disease Research, Japan Agency for Medical Research and DevelopmentTokyo, Japan
| | - Akio Adachi
- Department of Microbiology, Institute of Biomedical Sciences, Tokushima University Graduate School Tokushima, Japan
| | - Hironori Sato
- Laboratory of Viral Genomics, Pathogen Genomics Center, National Institute of Infectious Diseases Tokyo, Japan
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Position-specific automated processing of V3 env ultra-deep pyrosequencing data for predicting HIV-1 tropism. Sci Rep 2015; 5:16944. [PMID: 26585833 PMCID: PMC4653658 DOI: 10.1038/srep16944] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2015] [Accepted: 10/22/2015] [Indexed: 11/11/2022] Open
Abstract
HIV-1 coreceptor usage must be accurately determined before starting CCR5 antagonist-based treatment as the presence of undetected minor CXCR4-using variants can cause subsequent virological failure. Ultra-deep pyrosequencing of HIV-1 V3 env allows to detect low levels of CXCR4-using variants that current genotypic approaches miss. However, the computation of the mass of sequence data and the need to identify true minor variants while excluding artifactual sequences generated during amplification and ultra-deep pyrosequencing is rate-limiting. Arbitrary fixed cut-offs below which minor variants are discarded are currently used but the errors generated during ultra-deep pyrosequencing are sequence-dependant rather than random. We have developed an automated processing of HIV-1 V3 env ultra-deep pyrosequencing data that uses biological filters to discard artifactual or non-functional V3 sequences followed by statistical filters to determine position-specific sensitivity thresholds, rather than arbitrary fixed cut-offs. It allows to retain authentic sequences with point mutations at V3 positions of interest and discard artifactual ones with accurate sensitivity thresholds.
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Abstract
In the era of combined antiretroviral therapy (cART), HIV-associated neurocognitive disorders (HAND) account for 40 to 56% of all HIV+ cases. During the acute stage of HIV-1 infection (<6 months), the virus invades and replicates within the central nervous system (CNS). Compared to peripheral tissues, the local CNS cell population expresses distinct levels of chemokine receptors, which levels exert selective pressure on the invading virus. HIV-1 envelope (env) sequences recovered from the brains and cerebrospinal fluid (CSF) of neurocognitively impaired HIV+ subjects often display higher nucleotide variability as compared to non-impaired HIV+ subjects. Specifically, env evolution provides HIV-1 with the strategies to evade host immune response, to reduce chemokine receptor dependence, to increase co-receptor binding efficiency, and to potentiate neurotoxicity. The evolution of env within the CNS leads to changes that may result in the emergence of novel isolates with neurotoxic and neurovirulent features. However, whether specific factors of HIV-1 evolution lead to the emergence of neurovirulent and neurotropic isolates remains ill-defined. HIV-1 env evolution is an ongoing phenomenon that occurs independently of neurological and neurocognitive disease severity; thus HIV env evolution may play a pivotal and reciprocal role in the etiology of HAND. Despite the use of cART, the reactivation of latent viral reservoirs represents a clinical challenge because of the replenishment of the viral pool that may subsequently lead to persistent infection. Therefore, gaining a more complete understanding of how HIV-1 env evolves over the course of the disease should be considered for the development of future therapies aimed at controlling CNS burden, diminishing persistent viremia, and eradicating viral reservoirs. Here we review the current literature on the role of HIV-1 env evolution in the setting of HAND disease progression and on the impact of cART on the dynamics of viral evolution.
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Affiliation(s)
- Fabián J Vázquez-Santiago
- Department of Basic Sciences, Ponce Health Sciences University- School of Medicine / Ponce Research Institute, Ponce, PR 00716, USA
| | - Vanessa Rivera-Amill
- Department of Basic Sciences, Ponce Health Sciences University- School of Medicine / Ponce Research Institute, Ponce, PR 00716, USA
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Rodriguez C, Soulié C, Marcelin AG, Calvez V, Descamps D, Charpentier C, Flandre P, Recordon-Pinson P, Bellecave P, Pawlotsky JM, Masquelier B. HIV-1 Coreceptor Usage Assessment by Ultra-Deep Pyrosequencing and Response to Maraviroc. PLoS One 2015; 10:e0127816. [PMID: 26068869 PMCID: PMC4466260 DOI: 10.1371/journal.pone.0127816] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2014] [Accepted: 04/20/2015] [Indexed: 12/15/2022] Open
Abstract
Background Maraviroc is an HIV entry inhibitor that alters the conformation of CCR5 and is poorly efficient in patients infected by viruses that use CXCR4 as an entry coreceptor. The goal of this study was to assess the capacity of ultra-deep pyrosequencing (UDPS) and different data analysis approaches to characterize HIV tropism at baseline and predict the therapeutic outcome on maraviroc treatment. Methods 113 patients with detectable HIV-1 RNA on HAART were treated with maraviroc. The virological response was assessed at months 1, 3 and 6. The sequence of the HIV V3 loop was determined at baseline and prediction of maraviroc response by different software and interpretation algorithms was analyzed. Results UDPS followed by analysis with the Pyrotrop software or geno2pheno algorithm provided better prediction of the response to maraviroc than Sanger sequencing. We also found that the H34Y/S substitution in the V3 loop was the strongest individual predictor of maraviroc response, stronger than substitutions at positions 11 or 25 classically used in interpretation algorithms. Conclusions UDPS is a powerful tool that can be used with confidence to predict maraviroc response in HIV-1-infected patients. Improvement of the predictive value of interpretation algorithms is possible and our results suggest that adding the H34S/Y substitution would substantially improve the performance of the 11/25/charge rule.
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Affiliation(s)
- Christophe Rodriguez
- National Reference Center for Viral Hepatitis B, C and delta, Department of Virology; Henri Mondor Hospital, University of Paris-Est, Créteil, France
- INSERM U955, Créteil, France
| | - Cathia Soulié
- Department of Virology, Pitié-Salpêtrière Hospital, Paris, France
| | | | - Vincent Calvez
- Department of Virology, Pitié-Salpêtrière Hospital, Paris, France
| | - Diane Descamps
- Department of Virology, Bichat-Claude Bernard Hospital, HUPNVS, Paris, France
| | | | | | - Patricia Recordon-Pinson
- Department of Virology, University Hospital of Bordeaux and UMR5234, University of Bordeaux, Bordeaux, France
| | - Pantxika Bellecave
- Department of Virology, University Hospital of Bordeaux and UMR5234, University of Bordeaux, Bordeaux, France
| | - Jean-Michel Pawlotsky
- National Reference Center for Viral Hepatitis B, C and delta, Department of Virology; Henri Mondor Hospital, University of Paris-Est, Créteil, France
- INSERM U955, Créteil, France
- * E-mail:
| | - Bernard Masquelier
- Department of Virology, University Hospital of Bordeaux and UMR5234, University of Bordeaux, Bordeaux, France
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15
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Pessôa R, Sabino EC, Sanabani SS. Frequency of coreceptor tropism in PBMC samples from HIV-1 recently infected blood donors by massively parallel sequencing: the REDS II study. Virol J 2015; 12:74. [PMID: 25966986 PMCID: PMC4438479 DOI: 10.1186/s12985-015-0307-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2015] [Accepted: 05/05/2015] [Indexed: 11/10/2022] Open
Abstract
Background The interaction of HIV-1 and target cells involves sequential binding of the viral gp120 Env protein to the CD4 receptor and a chemokine co-receptor (either CCR5 or CXCR4). CCR5 antagonists have proved to be an effective salvage therapy in patients with CCR5 using variants (R5) but not with variants capable of using CXCR4 (×4) phenotype. Thus, it is critically important to determine cellular tropism of a country’s circulating HIV strains to guide a management decision to improve treatment outcome. In this study, we report the prevalence of R5 and ×4 HIV strains in 45 proviral DNA massively parallel sequencing “MPS” data from recently infected Brazilian blood donors. Methods The MPS data encompassing the tropism-related V3 loop region of the HIV‐1 env gene was extracted from our recently published HIV-1 genomes sequenced by a paired-end protocol (Illumina). HIV‐1 tropism was inferred using Geno2pheno[coreceptor] algorithm (3.5 % false-positive rate). V3 net charge and 11/25 rules were also used for coreceptor prediction. Results Among the 45 samples for which tropism were determined, 39 were exclusively R5 variants, 5 ×4 variants, and one dual-tropic or mixed (D/M) populations of R5 and ×4 viruses, corresponding to 86.7, 11.1 and 2.2 %, respectively. Thus, the proportion of all blood donors that harbor CXCR4-using virus was 13.3 % including individuals with D/M-tropic viruses. Conclusions The presence of CCR5-tropic variants in more than 85 % of our cohort of antiretroviral-naïve blood donors with recent HIV-1 infection indicates a potential benefit of CCR5 antagonists as a therapeutic option in Brazil. Therefore, determination of viral co-receptor tropism is an important diagnostic prerequisite.
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Affiliation(s)
- Rodrigo Pessôa
- Department of Pathology, Hospital das Clínicas, School of Medicine, University of São Paulo, São Paulo, Brazil.
| | - Ester C Sabino
- Department of Infectious Disease/Institute of Tropical Medicine, University of São Paulo, Sao Paulo, Brazil.
| | - Sabri S Sanabani
- Department of Pathology, Hospital das Clínicas, School of Medicine, University of São Paulo, São Paulo, Brazil. .,Medicina Instituto de Medicina Tropical de São Paulo, LIM 52 - Av. Dr. Enéas Carvalho de Aguiar, 470 - 2° andar - Cerqueira Cesar, 05403-000, Sao Paulo, SP, Brazil.
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16
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Schwalbe B, Schreiber M. Effect of lysine to arginine mutagenesis in the V3 loop of HIV-1 gp120 on viral entry efficiency and neutralization. PLoS One 2015; 10:e0119879. [PMID: 25785610 PMCID: PMC4364900 DOI: 10.1371/journal.pone.0119879] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2014] [Accepted: 02/03/2015] [Indexed: 12/02/2022] Open
Abstract
HIV-1 infection is characterized by an ongoing replication leading to T-lymphocyte decline which is paralleled by the switch from CCR5 to CXCR4 coreceptor usage. To predict coreceptor usage, several computer algorithms using gp120 V3 loop sequence data have been developed. In these algorithms an occupation of the V3 positions 11 and 25, by one of the amino acids lysine (K) or arginine (R), is an indicator for CXCR4 usage. Amino acids R and K dominate at these two positions, but can also be identified at positions 9 and 10. Generally, CXCR4-viruses possess V3 sequences, with an overall positive charge higher than the V3 sequences of R5-viruses. The net charge is calculated by subtracting the number of negatively charged amino acids (D, aspartic acid and E, glutamic acid) from the number of positively charged ones (K and R). In contrast to D and E, which are very similar in their polar and acidic properties, the characteristics of the R guanidinium group differ significantly from the K ammonium group. However, in coreceptor predictive computer algorithms R and K are both equally rated. The study was conducted to analyze differences in infectivity and coreceptor usage because of R-to-K mutations at the V3 positions 9, 10 and 11. V3 loop mutants with all possible RRR-to-KKK triplets were constructed and analyzed for coreceptor usage, infectivity and neutralization by SDF-1α and RANTES. Virus mutants R9R10R11 showed the highest infectivity rates, and were inhibited more efficiently in contrast to the K9K10K11 viruses. They also showed higher efficiency in a virus-gp120 paired infection assay. Especially V3 loop position 9 was relevant for a switch to higher infectivity when occupied by R. Thus, K-to-R exchanges play a role for enhanced viral entry efficiency and should therefore be considered when the viral phenotype is predicted based on V3 sequence data.
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Affiliation(s)
- Birco Schwalbe
- Department Virology, Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany
| | - Michael Schreiber
- Department Virology, Bernhard Nocht Institute for Tropical Medicine, Hamburg, Germany
- * E-mail:
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Vázquez-Santiago F, García Y, Rivera-Román I, Noel RJ, Wojna V, Meléndez LM, Rivera-Amill V. Longitudinal Analysis of Cerebrospinal Fluid and Plasma HIV-1 Envelope Sequences Isolated From a Single Donor with HIV Asymptomatic Neurocognitive Impairment. ACTA ACUST UNITED AC 2015; 4. [PMID: 26167513 DOI: 10.4172/2324-8955.1000135] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
OBJECTIVE Combined antiretroviral treatment (cART) has changed the clinical presentation of HIV-associated neurocognitive disorders (HAND) to that of the milder forms of the disease. Asymptomatic neurocognitive impairment (ANI) is now more prevalent and is associated with increased morbidity and mortality risk in HIV-1-infected people. HIV-1 envelope (env) genetic heterogeneity has been detected within the central nervous system (CNS) of individuals with ANI. Changes within env determine co-receptor use, cellular tropism, and neuropathogenesis. We hypothesize that compartmental changes are associated with HIV-1 env C2V4 during ANI and sought to analyze paired HIV-1 env sequences from plasma and cerebrospinal fluid (CSF) of a female subject undergoing long-term cART. METHODS Paired plasma and CSF samples were collected at 12-month intervals and HIV-1 env C2V4 was cloned and sequenced. RESULTS Phylogenetic analysis of paired samples consistently showed genetic variants unique to the CSF. Phenotypic prediction showed CCR5 (R5) variants for all CSF-derived sequences and showed minor X4 variants (or dual-tropic) in the plasma at later time points. Viral compartmentalization was evident throughout the study, suggesting that the occurrence of distinctive env strains may contribute to the neuropathogenesis of HAND. CONCLUSIONS Our study provides new insights about the genetic characteristics within the C2V4 of HIV-1 env that persist after long-term cART and during the course of persistent ANI.
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Affiliation(s)
- Fabián Vázquez-Santiago
- Department of Microbiology, Ponce Health Sciences University- School of Medicine/Ponce Research Institute, Ponce, PR 00716, USA
| | - Yashira García
- Department of Microbiology, Ponce Health Sciences University- School of Medicine/Ponce Research Institute, Ponce, PR 00716, USA
| | - Ivelisse Rivera-Román
- Department of Microbiology, Ponce Health Sciences University- School of Medicine/Ponce Research Institute, Ponce, PR 00716, USA
| | - Richard J Noel
- Department of Biochemistry, Ponce Health Sciences University- School of Medicine/Ponce Research Institute, Ponce, PR 00716, USA
| | - Valerie Wojna
- Specialized NeuroAIDS Program, University of Puerto Rico-Medical Sciences Campus, San Juan, PR, 00936, USA ; Department of Internal Medicine, Neurology Division, University of Puerto Rico-Medical Sciences Campus, San Juan, PR 00936, USA
| | - Loyda M Meléndez
- Specialized NeuroAIDS Program, University of Puerto Rico-Medical Sciences Campus, San Juan, PR, 00936, USA ; Department of Microbiology and Medical Zoology, University of Puerto Rico-Medical Sciences Campus, San Juan, PR, 00936, USA
| | - Vanessa Rivera-Amill
- Department of Microbiology, Ponce Health Sciences University- School of Medicine/Ponce Research Institute, Ponce, PR 00716, USA
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Colón K, Vázquez-Santiago F, Rivera-Amill V, Delgado G, Massey SE, Wojna V, Noel RJ, Meléndez LM. HIV gp120 sequence variability associated with HAND in Hispanic Women. JOURNAL OF VIROLOGY & ANTIVIRAL RESEARCH 2015; 4. [PMID: 27358904 DOI: 10.4172/2324-8955.1000143] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
OBJECTIVE HIV-1 variants with different tropisms are associated with various neuropathologies. This study intends to determine if this correlation is determined by unique viral env sequences. We hypothesize that HIV-1 envelope gene sequence changes are associated with cognition status. METHODS Viral RNA was extracted from peripheral blood mononuclear cells (PBMCs) co-cultures derived from HIV-1 infected Hispanic women that had been characterized for HIV associated neurocognitive disorders (HAND). RESULTS Analyses of the C2V4 region of HIV gp120 demonstrated that increased sequence diversity correlates with cognition status as sequences derived from subjects with normal cognition exhibited less diversity than sequences derived from subjects with cognitive impairment. In addition, differences in V3 and V4 loop charges were also noted as well as differences in the N-glycosylation of the V4 region. CONCLUSIONS Our data suggest that the genetic signature within the C2V4 region may contribute to the pathogenesis of HAND. HIV env sequence characteristics for the isolates grouped in milder forms of HAND can provide insightful information of prognostic value to assess neurocognitive status in HIV+ subjects, particularly during the era of highly prevalent milder forms of HAND.
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Affiliation(s)
- Krystal Colón
- Department of Microbiology and Medical Zoology, University of Puerto Rico Medical Sciences Campus, San Juan, PR
| | - Fabián Vázquez-Santiago
- Department of Basic Sciences, Microbiology Division, Ponce Health Sciences University-School of Medicine, Ponce Research Institute, Ponce PR
| | - Vanessa Rivera-Amill
- Department of Basic Sciences, Microbiology Division, Ponce Health Sciences University-School of Medicine, Ponce Research Institute, Ponce PR
| | | | | | - Valerie Wojna
- Specialized NeuroAIDS Program, University of Puerto Rico-Medical Sciences Campus, San Juan, PR, 00936, USA; Department of Internal Medicine, Neurology Division, University of Puerto Rico-Medical Sciences Campus, San Juan, PR 00936, USA
| | - Richard J Noel
- Department of Basic Sciences, Biochemistry Division, Ponce Health Sciences University-School of Medicine, Ponce Research Institute, Ponce PR
| | - Loyda M Meléndez
- Department of Microbiology and Medical Zoology, University of Puerto Rico Medical Sciences Campus, San Juan, PR
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Montagna C, De Crignis E, Bon I, Re MC, Mezzaroma I, Turriziani O, Graziosi C, Antonelli G. V3 net charge: additional tool in HIV-1 tropism prediction. AIDS Res Hum Retroviruses 2014; 30:1203-12. [PMID: 25322170 DOI: 10.1089/aid.2014.0006] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Genotype-based algorithms are valuable tools for the identification of patients eligible for CCR5 inhibitors administration in clinical practice. Among the available methods, geno2pheno[coreceptor] (G2P) is the most used online tool for tropism prediction. This study was conceived to assess if the combination of G2P prediction with V3 peptide net charge (NC) value could improve the accuracy of tropism prediction. A total of 172 V3 bulk sequences from 143 patients were analyzed by G2P and NC values. A phenotypic assay was performed by cloning the complete env gene and tropism determination was assessed on U87_CCR5(+)/CXCR4(+) cells. Sequences were stratified according to the agreement between NC values and G2P results. Of sequences predicted as X4 by G2P, 61% showed NC values higher than 5; similarly, 76% of sequences predicted as R5 by G2P had NC values below 4. Sequences with NC values between 4 and 5 were associated with different G2P predictions: 65% of samples were predicted as R5-tropic and 35% of sequences as X4-tropic. Sequences identified as X4 by NC value had at least one positive residue at positions known to be involved in tropism prediction and positive residues in position 32. These data supported the hypothesis that NC values between 4 and 5 could be associated with the presence of dual/mixed-tropic (DM) variants. The phenotypic assay performed on a subset of sequences confirmed the tropism prediction for concordant sequences and showed that NC values between 4 and 5 are associated with DM tropism. These results suggest that the combination of G2P and NC could increase the accuracy of tropism prediction. A more reliable identification of X4 variants would be useful for better selecting candidates for Maraviroc (MVC) administration, but also as a predictive marker in coreceptor switching, strongly associated with the phase of infection.
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Affiliation(s)
- Claudia Montagna
- Virology Section, Department of Molecular Medicine, Sapienza University, Rome, Italy
| | - Elisa De Crignis
- Division of Immunology and Allergy, Department of Medicine, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Isabella Bon
- Microbiology Section, Department of Experimental, Diagnostic and Specialty Medicine, School of Medicine, University of Bologna, Bologna, Italy
| | - Maria Carla Re
- Microbiology Section, Department of Experimental, Diagnostic and Specialty Medicine, School of Medicine, University of Bologna, Bologna, Italy
| | - Ivano Mezzaroma
- Department of Clinical Medicine, Sapienza University, Rome, Italy
| | - Ombretta Turriziani
- Virology Section, Department of Molecular Medicine, Sapienza University, Rome, Italy
| | - Cecilia Graziosi
- Division of Immunology and Allergy, Department of Medicine, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Guido Antonelli
- Virology Section, Department of Molecular Medicine, Sapienza University, Rome, Italy
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20
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Santos-Costa Q, Lopes MM, Calado M, Azevedo-Pereira JM. HIV-2 interaction with cell coreceptors: amino acids within the V1/V2 region of viral envelope are determinant for CCR8, CCR5 and CXCR4 usage. Retrovirology 2014; 11:99. [PMID: 25421818 PMCID: PMC4251929 DOI: 10.1186/s12977-014-0099-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2014] [Accepted: 10/24/2014] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND Human immunodeficiency virus 1 and 2 (HIV-1 and HIV-2) use cellular receptors in distinct ways. Besides a more promiscuous usage of coreceptors by HIV-2 and a more frequent detection of CD4-independent HIV-2 isolates, we have previously identified two HIV-2 isolates (HIV-2MIC97 and HIV-2MJC97) that do not use the two major HIV coreceptors: CCR5 and CXCR4. All these features suggest that in HIV-2 the Env glycoprotein subunits may have a different structural organization enabling distinct - although probably less efficient - interactions with cellular receptors. RESULTS By infectivity assays using GHOST cell line expressing CD4 and CCR8 and blocking experiments using CCR8-specific ligand, I-309, we show that efficient replication of HIV-2MIC97 and HIV-2MJC97 requires the presence of CCR8 at plasma cell membrane. Additionally, we disclosed the determinants of chemokine receptor usage at the molecular level, and deciphered the amino acids involved in the usage of CCR8 (R8 phenotype) and in the switch from CCR8 to CCR5 or to CCR5/CXCR4 usage (R5 or R5X4 phenotype). The data obtained from site-directed mutagenesis clearly indicates that the main genetic determinants of coreceptor tropism are located within the V1/V2 region of Env surface glycoprotein of these two viruses. CONCLUSIONS We conclude that a viral population able to use CCR8 and unable to infect CCR5 or CXCR4-positive cells, may exist in some HIV-2 infected individuals during an undefined time period, in the course of the asymptomatic stage of infection. This suggests that in vivo alternate molecules might contribute to HIV infection of natural target cells, at least under certain circumstances. Furthermore we provide direct and unequivocal evidence that the usage of CCR8 and the switch from R8 to R5 or R5X4 phenotype is determined by amino acids located in the base and tip of V1 and V2 loops of HIV-2 Env surface glycoprotein.
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Affiliation(s)
- Quirina Santos-Costa
- Host-Pathogen Interaction Unit, Research Institute for Medicines and Pharmaceutical Sciences (iMed.ULisboa), Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003, Lisboa, Portugal. .,Instituto de Medicina Molecular (IMM), Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal. .,Centro de Patogénese Molecular, Unidade dos Retrovírus e Infecções Associadas (CPM-URIA), Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003, Lisboa, Portugal.
| | - Maria Manuel Lopes
- Centro de Patogénese Molecular, Unidade dos Retrovírus e Infecções Associadas (CPM-URIA), Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003, Lisboa, Portugal.
| | - Marta Calado
- Host-Pathogen Interaction Unit, Research Institute for Medicines and Pharmaceutical Sciences (iMed.ULisboa), Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003, Lisboa, Portugal. .,Instituto de Medicina Molecular (IMM), Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal. .,Centro de Patogénese Molecular, Unidade dos Retrovírus e Infecções Associadas (CPM-URIA), Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003, Lisboa, Portugal.
| | - José Miguel Azevedo-Pereira
- Host-Pathogen Interaction Unit, Research Institute for Medicines and Pharmaceutical Sciences (iMed.ULisboa), Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003, Lisboa, Portugal. .,Instituto de Medicina Molecular (IMM), Faculdade de Medicina, Universidade de Lisboa, Av. Prof. Egas Moniz, 1649-028, Lisboa, Portugal. .,Centro de Patogénese Molecular, Unidade dos Retrovírus e Infecções Associadas (CPM-URIA), Faculdade de Farmácia, Universidade de Lisboa, Av. Prof. Gama Pinto, 1649-003, Lisboa, Portugal.
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Lafeuillade A, Assi A, Poggi C, Bresson-Cuquemelle C, Jullian E, Tamalet C. Failure of combined antiretroviral therapy intensification with maraviroc and raltegravir in chronically HIV-1 infected patients to reduce the viral reservoir: the IntensHIV randomized trial. AIDS Res Ther 2014; 11:33. [PMID: 25320633 PMCID: PMC4197239 DOI: 10.1186/1742-6405-11-33] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2014] [Accepted: 09/27/2014] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Ongoing HIV-1 replication in lymphoid cells is one explanation of the persistence of HIV-1 reservoirs despite highly active antiretroviral therapy (cART). We tested the potential of cART intensification by Maraviroc plus Raltegravir to decrease proviral HIV-1 DNA levels in lymphoid cells during a randomized trial. PATIENTS AND METHODS We randomly assigned for 48 weeks 22 patients to continue their current first line regimen of Truvada® plus Kaletra® or intensify it with Maraviroc and Raltegravir. The primary objective was to obtain a 50% decrease in proviral HIV-1 DNA levels in lymphoid cells with intensification. Blood samples were drawn at W-2, W0, W2, W4, W12, W24 and W48. Plasma viremia, cellular proviral DNA and cellular RNA, 2-LTR circles and lymphocytes subsets were assayed using validated methods. Patients in the intensified group underwent a gut biopsy at baseline and W48 to measure proviral DNA levels. Statistical analysis used parametric and non-parametric tests. RESULTS Ten patients in each arm completed the trial. The 2 populations were comparable at baseline. No change in the reservoir size was observed in the intensified arm compared to the control arm measured in peripheral blood mononuclear cells (PBMCs). No change in the reservoir size was observed in gut proviral DNA in the intensified arm. In this group, no increase in 2-LTR circles was observed as early as 2 weeks after intensification and no change was found in residual plasma RNA levels measured by the single copy assay. However, a decrease in CD8(+) T cells activation was observed at 24 and 48 weeks, as well as in PBMCs HIV-1 RNA levels. CONCLUSION We conclude that the intensification of a Protease Inhibitor regimen with Maraviroc and Raltegravir does not impact the blood proviral DNA reservoir of HIV but can decrease the cell-associated HIV RNA, the CD8 activation and has a possible impact on rectal proviral HIV DNA in some patients. TRIAL REGISTRATION ClinicalTrials.gov identifier number NCT00935480.
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22
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Arruda LB, Araújo MLD, Martinez ML, Gonsalez CR, Duarte AJDS, Coakley E, Lie Y, Casseb J. Determination of viral tropism by genotyping and phenotyping assays in Brazilian HIV-1-infected patients. Rev Inst Med Trop Sao Paulo 2014; 56:287-90. [PMID: 25076427 PMCID: PMC4131812 DOI: 10.1590/s0036-46652014000400003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2013] [Accepted: 01/30/2014] [Indexed: 12/03/2022] Open
Abstract
The clinical application of CCR5 antagonists involves first determining
the coreceptor usage by the infecting viral strain. Bioinformatics programs that
predict coreceptor usage could provide an alternative method to screen candidates for
treatment with CCR5 antagonists, particularly in countries with limited financial
resources. Thus, the present study aims to identify the best approach using
bioinformatics tools for determining HIV-1 coreceptor usage in clinical practice.
Proviral DNA sequences and Trofile results from 99 HIV-1-infected subjects under
clinical monitoring were analyzed in this study. Based on the Trofile results, the
viral variants present were 81.1% R5, 21.4% R5X4 and 1.8% X4. Determination of
tropism using a Geno2pheno[coreceptor] analysis with a false positive rate
of 10% gave the most suitable performance in this sampling: the R5 and X4 strains
were found at frequencies of 78.5% and 28.4%, respectively, and there was 78.6%
concordance between the phenotypic and genotypic results. Further studies are needed
to clarify how genetic diversity amongst virus strains affects bioinformatics-driven
approaches for determining tropism. Although this strategy could be useful for
screening patients in developing countries, some limitations remain that restrict the
wider application of coreceptor usage tests in clinical practice.
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Affiliation(s)
- Liã Bárbara Arruda
- Institute of Tropical Medicine of São Paulo, University of São Paulo, São Paulo, SP, Brazil
| | - Marilia Ladeira de Araújo
- Laboratory of Investigation in Dermatology and Immunodeficiencies, Department of Dermatology School of Medicine at University of São Paulo, University of São Paulo, São Paulo, SP, Brazil
| | - Maira Luccia Martinez
- Laboratory of Investigation in Dermatology and Immunodeficiencies, Department of Dermatology School of Medicine at University of São Paulo, University of São Paulo, São Paulo, SP, Brazil
| | - Claudio Roberto Gonsalez
- HIV Out-clinic, Ambulatory of Secondary Immunodeficiencies, ADEE3002, Department of Dermatology, Hospital of Clinics at School of Medicine, University of São Paulo
| | - Alberto José da Silva Duarte
- Laboratory of Investigation in Dermatology and Immunodeficiencies, Department of Dermatology School of Medicine at University of São Paulo, University of São Paulo, São Paulo, SP, Brazil
| | - Eoin Coakley
- Monogram Biosciences, Inc., South San Francisco, CA, USA
| | - Yolanda Lie
- Monogram Biosciences, Inc., South San Francisco, CA, USA
| | - Jorge Casseb
- Institute of Tropical Medicine of São Paulo, University of São Paulo, São Paulo, SP, Brazil
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23
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Rozera G, Abbate I, Giombini E, Castagna A, De Luca A, Ceccherini-Silberstein F, Cozzi Lepri A, Cassola G, Torti C, d'Arminio Monforte A, Ippolito G, Capobianchi MR. Evolution of HIV-1 tropism at quasispecies level after 5 years of combination antiretroviral therapy in patients always suppressed or experiencing episodes of virological failure. J Antimicrob Chemother 2014; 69:3085-94. [PMID: 25015667 DOI: 10.1093/jac/dku255] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVES Tropism evolution of HIV-1 quasispecies was analysed by ultra-deep pyrosequencing (UDPS) in patients on first-line combination antiretroviral therapy (cART) always suppressed or experiencing virological failure episodes. METHODS Among ICONA patients, two groups of 20 patients on cART for ≥5 years, matched for baseline viraemia and therapy duration, were analysed [Group I, patients always suppressed; and Group II, patients experiencing episode(s) of virological failure]. Viral tropism was assessed by V3 UDPS on plasma RNA before therapy (T0) and on peripheral blood mononuclear cell proviral DNA before-after therapy (T0-T1), using geno2pheno false positive rate (FPR) (threshold for X4: 5.75). For each sample, quasispecies tropism was assigned according to X4 variant frequency: R5, <0.3% X4; minority X4, 0.3%-19.9% X4; and X4, ≥20% X4. An R5-X4 switch was defined as a change from R5/minority X4 in plasma/proviral genomes at T0 to X4 in provirus at T1. RESULTS At baseline, mean FPR and %X4 of viral RNA were positively correlated with those of proviral DNA. After therapy, proviral DNA load significantly decreased in Group I; mean FPR of proviral quasispecies significantly decreased and %X4 increased in Group II. An R5-X4 switch was observed in five patients (two in Group I and three in Group II), all harbouring minority X4 variants at T0. CONCLUSIONS UDPS analysis reveals that the tropism switch is not an 'on-off' phenomenon, but may result from a profound re-shaping of viral quasispecies, even under suppressive cART. However, episodes of virological failure seem to prevent reduction of proviral DNA and to accelerate viral evolution, as suggested by decreased FPR and increased %X4 at T1 in Group II patients.
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Affiliation(s)
- Gabriella Rozera
- National Institute for Infectious Diseases L. Spallanzani, Rome, Italy
| | - Isabella Abbate
- National Institute for Infectious Diseases L. Spallanzani, Rome, Italy
| | - Emanuela Giombini
- National Institute for Infectious Diseases L. Spallanzani, Rome, Italy
| | | | | | | | | | | | - Carlo Torti
- University Department of Infectious Diseases, University of Brescia, Brescia, Italy Unit of Infectious Diseases, University 'Magna Græcia', Catanzaro, Italy
| | | | - Giuseppe Ippolito
- National Institute for Infectious Diseases L. Spallanzani, Rome, Italy
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Asin-Milan O, Wei Y, Sylla M, Vaisheva F, Chamberland A, Tremblay CL. Performance of a clonal-based HIV-1 tropism phenotypic assay. J Virol Methods 2014; 204:53-61. [PMID: 24731927 DOI: 10.1016/j.jviromet.2014.04.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2013] [Revised: 03/31/2014] [Accepted: 04/04/2014] [Indexed: 11/29/2022]
Abstract
Adequate determination of HIV-1 tropism is important in clinical and research settings. Genotypic and phenotypic approaches to evaluate tropism have been described. Phenotypic assays are widely used to determine HIV-1 tropism because of their sensitivity to detect minor CXCR4-using variants (X4). However they cannot differentiate mixed quasi-species of R5 and X4 viruses from dual-tropic viruses. We describe here a clonal-based HIV-1 tropism phenotypic assay. Env-pseudo-typed viruses were produced by co-transfection of the env expression plasmid pcDNA3.1/V5HisTOPO and a backbone vector pNL4-3.Luc.E-R- that expresses the entire HIV-1 genome except for env and vpr in 293T cell cultures. Co-receptor use was tested by infecting U87.CD4.CCR5+ and U87.CD4.CXCR4+ cells in the presence or absence of co-receptor inhibitors, using 10 clones from each sample. The ability of the assay to detect minor variants in a viral population was assessed by mixing X4 and R5 clones using different ratios. Both R5 and X4 minority variants were detected when present at greater than 0.4% in a mixture of envelope populations. This assay can be useful in both clinical and research laboratories.
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Affiliation(s)
- Odalis Asin-Milan
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CR-CHUM), Montréal, Canada; Department of Microbiology, Infectiology and Immunology, Faculty of Medicine, University of Montreal, Canada
| | - Yi Wei
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CR-CHUM), Montréal, Canada
| | - Mohamed Sylla
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CR-CHUM), Montréal, Canada; Department of Microbiology, Infectiology and Immunology, Faculty of Medicine, University of Montreal, Canada
| | | | - Annie Chamberland
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CR-CHUM), Montréal, Canada; Department of Microbiology, Infectiology and Immunology, Faculty of Medicine, University of Montreal, Canada
| | - Cécile L Tremblay
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal (CR-CHUM), Montréal, Canada; Department of Microbiology, Infectiology and Immunology, Faculty of Medicine, University of Montreal, Canada; Laboratoire de Santé Publique du Québec, Institut National de Santé Publique du Québec, Canada.
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Tsuchiya K, Ode H, Hayashida T, Kakizawa J, Sato H, Oka S, Gatanaga H. Arginine insertion and loss of N-linked glycosylation site in HIV-1 envelope V3 region confer CXCR4-tropism. Sci Rep 2014; 3:2389. [PMID: 23925152 PMCID: PMC3737504 DOI: 10.1038/srep02389] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2013] [Accepted: 07/24/2013] [Indexed: 12/02/2022] Open
Abstract
The third variable region (V3) of HIV-1 envelope glycoprotein gp120 plays a key role in determination of viral coreceptor usage (tropism). However, which combinations of mutations in V3 confer a tropism shift is still unclear. A unique pattern of mutations in antiretroviral therapy-naive HIV-1 patient was observed associated with the HIV-1 tropism shift CCR5 to CXCR4. The insertion of arginine at position 11 and the loss of the N-linked glycosylation site were indispensable for acquiring pure CXCR4-tropism, which were confirmed by cell-cell fusion assay and phenotype analysis of recombinant HIV-1 variants. The same pattern of mutations in V3 and the associated tropism shift were identified in two of 53 other patients (3.8%) with CD4+ cell count <200/mm3. The combination of arginine insertion and loss of N-linked glycosylation site usually confers CXCR4-tropism. Awareness of this rule will help to confirm the tropism prediction from V3 sequences by conventional rules.
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Affiliation(s)
- Kiyoto Tsuchiya
- AIDS Clinical Center, National Center for Global Health and Medicine, 1-21-1 Toyama, Shinjuku-ku, Tokyo 162-8655, Japan
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26
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Pérez-Olmeda M, Alcami J. Determination of HIV tropism and its use in the clinical practice. Expert Rev Anti Infect Ther 2014; 11:1291-302. [DOI: 10.1586/14787210.2013.852469] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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27
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Raymond S, Saliou A, Nicot F, Delobel P, Dubois M, Carcenac R, Saune K, Marchou B, Massip P, Izopet J. Characterization of CXCR4-using HIV-1 during primary infection by ultra-deep pyrosequencing. J Antimicrob Chemother 2013; 68:2875-81. [DOI: 10.1093/jac/dkt290] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
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28
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Descamps D, Assoumou L, Chaix ML, Chaillon A, Pakianather S, de Rougemont A, Storto A, Dos Santos G, Krivine A, Delaugerre C, Montes B, Izopet J, Charpentier C, Wirden M, Maillard A, Morand-Joubert L, Pallier C, Plantier JC, Guinard J, Tamalet C, Cottalorda J, Marcelin AG, Desbois D, Henquell C, Calvez V, Brun-Vezinet F, Masquelier B, Costagliola D, Lagier E, Roussel C, Le Guillou-Guillemette H, Alloui C, Bettinger D, Anies G, Reigadas S, Bellecave P, Pinson-Recordon P, Fleury H, Masquelier B, Vallet S, Leroux M, Dina J, Vabret A, Poveda JD, Mirand A, Henquell C, Bouvier-Alias M, Noel C, De Rougemont A, Dos Santos G, Yerly S, Gaille C, Caveng W, Chapalay S, Calmy A, Signori-Schmuck A, Morand P, Pallier C, Bocket L, Mouna L, Ranger-Rogez S, Andre P, Tardy JC, Trabaud MA, Tamalet C, Delamare C, Montes B, Schvoerer E, Andre-Garnier E, Ferre V, Cottalorda J, Guigon A, Guinard J, Descamps D, Charpentier C, Peytavin G, Brun-Vezinet F, Haim-Boukobza S, Roques AM, Soulie C, Lambert-Niclot S, Malet I, Wirden M, Fourati S, Marcelin AG, Calvez V, Flandre P, Assoumou L, Costagliola D, Morand-Joubert L, Delaugerre C, Schneider V, Amiel C, Giraudeau G, Maillard A, Plantier JC, Fafi-Kremer S, Schmitt MP, Raymond S, Izopet J, Chaillon A, Barin F, Marque Juillet S. National sentinel surveillance of transmitted drug resistance in antiretroviral-naive chronically HIV-infected patients in France over a decade: 2001-2011. J Antimicrob Chemother 2013; 68:2626-31. [DOI: 10.1093/jac/dkt238] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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29
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Mulinge M, Lemaire M, Servais JY, Rybicki A, Struck D, da Silva ES, Verhofstede C, Lie Y, Seguin-Devaux C, Schmit JC, Bercoff DP. HIV-1 tropism determination using a phenotypic Env recombinant viral assay highlights overestimation of CXCR4-usage by genotypic prediction algorithms for CRF01_AE and CRF02_AG [corrected]. PLoS One 2013; 8:e60566. [PMID: 23667426 PMCID: PMC3648519 DOI: 10.1371/journal.pone.0060566] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2012] [Accepted: 02/28/2013] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Human Immunodeficiency virus type-1 (HIV) entry into target cells involves binding of the viral envelope (Env) to CD4 and a coreceptor, mainly CCR5 or CXCR4. The only currently licensed HIV entry inhibitor, maraviroc, targets CCR5, and the presence of CXCX4-using strains must be excluded prior to treatment. Co-receptor usage can be assessed by phenotypic assays or through genotypic prediction. Here we compared the performance of a phenotypic Env-Recombinant Viral Assay (RVA) to the two most widely used genotypic prediction algorithms, Geno2Pheno[coreceptor] and webPSSM. METHODS Co-receptor tropism of samples from 73 subtype B and 219 non-B infections was measured phenotypically using a luciferase-tagged, NL4-3-based, RVA targeting Env. In parallel, tropism was inferred genotypically from the corresponding V3-loop sequences using Geno2Pheno[coreceptor] (5-20% FPR) and webPSSM-R5X4. For discordant samples, phenotypic outcome was retested using co-receptor antagonists or the validated Trofile® Enhanced-Sensitivity-Tropism-Assay. RESULTS The lower detection limit of the RVA was 2.5% and 5% for X4 and R5 minority variants respectively. A phenotype/genotype result was obtained for 210 samples. Overall, concordance of phenotypic results with Geno2Pheno[coreceptor] was 85.2% and concordance with webPSSM was 79.5%. For subtype B, concordance with Geno2pheno[coreceptor] was 94.4% and concordance with webPSSM was 79.6%. High concordance of genotypic tools with phenotypic outcome was seen for subtype C (90% for both tools). Main discordances involved CRF01_AE and CRF02_AG for both algorithms (CRF01_AE: 35.9% discordances with Geno2Pheno[coreceptor] and 28.2% with webPSSM; CRF02_AG: 20.7% for both algorithms). Genotypic prediction overestimated CXCR4-usage for both CRFs. For webPSSM, 40% discordance was observed for subtype A. CONCLUSIONS Phenotypic assays remain the most accurate for most non-B subtypes and new subtype-specific rules should be developed for non-B subtypes, as research studies more and more draw conclusions from genotypically-inferred tropism, and to avoid unnecessarily precluding patients with limited treatment options from receiving maraviroc or other entry inhibitors.
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Affiliation(s)
- Martin Mulinge
- Laboratory of Retrovirology, Centre Recherche Public de la Santé, Luxembourg, Luxembourg
| | - Morgane Lemaire
- Laboratory of Retrovirology, Centre Recherche Public de la Santé, Luxembourg, Luxembourg
| | - Jean-Yves Servais
- Laboratory of Retrovirology, Centre Recherche Public de la Santé, Luxembourg, Luxembourg
| | - Arkadiusz Rybicki
- Laboratory of Retrovirology, Centre Recherche Public de la Santé, Luxembourg, Luxembourg
| | - Daniel Struck
- Laboratory of Retrovirology, Centre Recherche Public de la Santé, Luxembourg, Luxembourg
| | | | | | - Yolanda Lie
- Monogram Biosciences Inc., South San Francisco, California, United States of America
| | - Carole Seguin-Devaux
- Laboratory of Retrovirology, Centre Recherche Public de la Santé, Luxembourg, Luxembourg
| | - Jean-Claude Schmit
- Laboratory of Retrovirology, Centre Recherche Public de la Santé, Luxembourg, Luxembourg
- Service National des Maladies Infectieuses, Centre Hospitalier de Luxembourg, Luxembourg, Luxembourg
| | - Danielle Perez Bercoff
- Laboratory of Retrovirology, Centre Recherche Public de la Santé, Luxembourg, Luxembourg
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Díez-Fuertes F, Delgado E, Vega Y, Fernández-García A, Cuevas MT, Pinilla M, García V, Pérez-Álvarez L, Thomson MM. Improvement of HIV-1 coreceptor tropism prediction by employing selected nucleotide positions of the env gene in a Bayesian network classifier. J Antimicrob Chemother 2013; 68:1471-85. [DOI: 10.1093/jac/dkt077] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
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31
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Abstract
HIV-1 subtype CRF01-AE predominates in south Asia and has spread throughout the world. The virus tropism must be determined before using CCR5 antagonists. Genotypic methods could be used, but the prediction algorithms may be inaccurate for non-B subtypes like CRF01-AE and the correlation with the phenotypic approach has not been assessed. We analyzed 61 CRF01-AE V3 clonal sequences of known phenotype from the GenBank database. The sensitivity of the Geno2pheno10 genotypic algorithm was 91%, but its specificity was poor (54%). In contrast, the combined 11/25 and net charge rule was highly specific (98%) but rather insensitive (64%). We thus identified subtype CRF01-AE determinants in the V3 region that are associated with CXCR4 use and developed a new simple rule for optimizing the genotypic prediction of CRF01-AE tropism. The concordance between the predicted CRF01-AE genotype and the phenotype was 95% for the clonal data set. We then validated this algorithm by analyzing the data from 44 patients infected with subtype CRF01-AE, whose tropism was determined using a recombinant phenotypic entry assay and V3-loop bulk sequencing. The CRF01-AE genotypic tool was 70% sensitive and 96% specific for predicting CXCR4 use, and the concordance between genotype and phenotype was 84%, approaching the concordance obtained for predicting the tropism of HIV-1 subtype B. Genotypic predictions that use a subtype CRF01-AE-specific algorithm appear to be preferable for characterizing coreceptor usage both in pathophysiological studies and for ensuring the appropriate use of CCR5 antagonists.
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Use of four next-generation sequencing platforms to determine HIV-1 coreceptor tropism. PLoS One 2012; 7:e49602. [PMID: 23166726 PMCID: PMC3498215 DOI: 10.1371/journal.pone.0049602] [Citation(s) in RCA: 73] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2012] [Accepted: 09/27/2012] [Indexed: 12/17/2022] Open
Abstract
HIV-1 coreceptor tropism assays are required to rule out the presence of CXCR4-tropic (non-R5) viruses prior treatment with CCR5 antagonists. Phenotypic (e.g., Trofile™, Monogram Biosciences) and genotypic (e.g., population sequencing linked to bioinformatic algorithms) assays are the most widely used. Although several next-generation sequencing (NGS) platforms are available, to date all published deep sequencing HIV-1 tropism studies have used the 454™ Life Sciences/Roche platform. In this study, HIV-1 co-receptor usage was predicted for twelve patients scheduled to start a maraviroc-based antiretroviral regimen. The V3 region of the HIV-1 env gene was sequenced using four NGS platforms: 454™, PacBio® RS (Pacific Biosciences), Illumina®, and Ion Torrent™ (Life Technologies). Cross-platform variation was evaluated, including number of reads, read length and error rates. HIV-1 tropism was inferred using Geno2Pheno, Web PSSM, and the 11/24/25 rule and compared with Trofile™ and virologic response to antiretroviral therapy. Error rates related to insertions/deletions (indels) and nucleotide substitutions introduced by the four NGS platforms were low compared to the actual HIV-1 sequence variation. Each platform detected all major virus variants within the HIV-1 population with similar frequencies. Identification of non-R5 viruses was comparable among the four platforms, with minor differences attributable to the algorithms used to infer HIV-1 tropism. All NGS platforms showed similar concordance with virologic response to the maraviroc-based regimen (75% to 80% range depending on the algorithm used), compared to Trofile (80%) and population sequencing (70%). In conclusion, all four NGS platforms were able to detect minority non-R5 variants at comparable levels suggesting that any NGS-based method can be used to predict HIV-1 coreceptor usage.
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HIV-1 CRF01_AE coreceptor usage prediction using kernel methods based logistic model trees. Comput Biol Med 2012; 42:885-9. [PMID: 22824642 DOI: 10.1016/j.compbiomed.2012.06.011] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2011] [Revised: 05/26/2012] [Accepted: 06/24/2012] [Indexed: 11/20/2022]
Abstract
The determination of HIV-1 coreceptor usage plays a major role in HIV treatment. Since Maraviroc has been used in a treatment for patients those exclusively harbor R5-tropic strains, the efficient performance of classifying HIV-1 coreceptor usage can help choose the most advantaged HIV treatment. In general, HIV-1 variants are classified as R5-tropic and X4-tropic or dual/mixed tropic based on their coreceptor usages. The classification of the coreceptor usage has been developed by using the various computational methods or genotypic algorithms based on V3 amino acid sequences. Most genotypic tools have been designed based on a data set of the HIV-1 subtype B that seemed to be reliable only for this subtype. However, the performance of these tools decreases in non-B subtypes. In this study, the support vector machine (SVM) method has been used to classify the HIV-1 coreceptor. To develop an efficient SVM classifier, we present a feature selector using the logistic model tree (LMT) method to select the most relevant positions from the V3 amino acid sequences. Our approach achieves as high as 97.8% accuracy, 97.7% specificity, and 97.9% sensitivity measured by ten-fold cross-validation on 273 sequences.
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Jiao Y, Song Y, Kou B, Wang R, Liu Z, Huang X, Chen D, Zhang T, Wu H. Primary CXCR4 co-receptor use in acute HIV infection leads to rapid disease progression in the AE subtype. Viral Immunol 2012; 25:262-7. [PMID: 22783935 DOI: 10.1089/vim.2012.0035] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
This is a comparative study of HIV co-receptor usage in the early stages of HIV infection between two distinct patient groups, one with a low CD4 count (group 1), and the other with a high CD4 count (group 2). Group 1 progressed to a CD4 count below 200 cells/μL within 2 y, while group 2 had a CD4 count above 500 cells/μL within 2 y. Viral RNA was extracted from the plasma of these patients, and the C2-V5 region of the HIV-1 env genes were cloned and sequenced. The co-receptor usage was predicated based on V3 loop amino acid sequences using Geno2pheno and PSSM programs. Our results indicate that in acute HIV infection of rapid progressors (low CD4 count; group 1), the primary co-receptor usage is CXCR4, while in the high CD4 count group (group 2), the co-receptor usage is predominantly CCR5. One-year follow-up data from these patients showed no obvious change in HIV co-receptor usage in either group. Sequence analysis of patients from both study groups showed prevalence of the AE subtype, and therefore we can speculate that the CXCR4 co-receptor may be the primary HIV-1 co-receptor used in the HIV-1 AE subtype, and may be responsible for rapid HIV-1 disease progression in the MSM cohort.
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Affiliation(s)
- Yanmei Jiao
- Center for Infectious Diseases, Beijing You-An Hospital, Capital Medical University, Beijing, China
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Goujard C, Girault I, Rouzioux C, Lécuroux C, Deveau C, Chaix ML, Jacomet C, Talamali A, Delfraissy JF, Venet A, Meyer L, Sinet M. HIV-1 control after transient antiretroviral treatment initiated in primary infection: role of patient characteristics and effect of therapy. Antivir Ther 2012; 17:1001-9. [DOI: 10.3851/imp2273] [Citation(s) in RCA: 81] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/11/2012] [Indexed: 10/28/2022]
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36
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Delgado E, Fernández-García A, Vega Y, Cuevas T, Pinilla M, García V, Sánchez M, González M, Sánchez AM, Thomson MM, Pérez-Álvarez L. Evaluation of genotypic tropism prediction tests compared with in vitro co-receptor usage in HIV-1 primary isolates of diverse subtypes. J Antimicrob Chemother 2011; 67:25-31. [PMID: 22010208 DOI: 10.1093/jac/dkr438] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
OBJECTIVES To evaluate the sensitivity and specificity of genotypic methods for predicting the co-receptor usage of subtypes B and non-B HIV-1 primary isolates, using as gold standard the infectivity of each primary isolate in GHOST cells stably expressing HIV-1 co-receptors. METHODS Primary isolates were obtained by co-culturing either patient's peripheral blood mononuclear cells (PBMCs) or ultracentrifuged plasma with donor-activated PBMCs. In vitro co-receptor usage was determined by infecting GHOST cells. Tropism prediction, based on V3 sequences, was determined with simple rules and bioinformatic tools (Geno2pheno[coreceptor] and WebPSSM). RESULTS This study includes 102 HIV-1 primary isolates; 23 (22.5%) subtype B and 79 (77.5%) non-B genetic forms. V3 sequences were classified into six subtypes (A-G), although 32 (31.4%) were circulating recombinant forms and 21 (20.6%) were unique recombinant forms. Sixty-nine isolates were R5, 27 R5X4 and 6 X4. The highest levels of sensitivity and specificity for the detection of X4 strains among V3 sequences, between 91% and 100%, were obtained by using PSSM(x4r5), PSSM(si/nsi) and the 11/25 rule for sequences of subtypes A, B and G, but not for subtype F. Establishing the recommended cut-off for clinical settings of a 10% false positive rate for Geno2pheno, we obtained 93% specificity and 97% sensitivity. CONCLUSIONS Comparing genotypic assays for HIV-1 co-receptor use with a cell-culture phenotypic assay could provide more reliable results of sensitivity and specificity for the detection of X4 strains than comparing them with recombinant assays, considered as gold standard. In general, except for subtype F isolates, there is a good correlation for tropism prediction.
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Affiliation(s)
- Elena Delgado
- HIV Biology and Variability Department, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, Madrid, Spain
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Seclén E, Soriano V, del Mar González M, González-Lahoz J, Poveda E. Short communication: severe immune suppression in patients infected with R5-tropic HIV-1 strains is associated with increased gp120 net charge at variable regions. AIDS Res Hum Retroviruses 2011; 27:965-7. [PMID: 21314481 DOI: 10.1089/aid.2010.0359] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
CXCR4-tropic viruses have been associated with advanced immune suppression. However, 50% of patients with AIDS exclusively harbor CCR5-tropic viruses. The net charge at HIV-1 envelope gp120 variable regions was examined in 66 HIV-1-infected individuals with CCR5-tropic viruses, of whom 30 had less than 200 cells/mm(3). A positive net charge at gp120 variable regions was significantly associated with lower CD4 counts. Thus, the net charge at gp120 variable regions could influence HIV-1 disease progression in subjects with CCR5-tropic viruses.
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Affiliation(s)
- Eduardo Seclén
- Department of Infectious Diseases, Hospital Carlos III, Madrid, Spain
| | - Vincent Soriano
- Department of Infectious Diseases, Hospital Carlos III, Madrid, Spain
| | | | | | - Eva Poveda
- Department of Infectious Diseases, Hospital Carlos III, Madrid, Spain
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38
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Abstract
We used ultra-deep pyrosequencing and the Toulouse Tropism Test phenotypic assay to determine the prevalence of CXCR4-using viruses in 21 patients with primary HIV-1 infections. We found X4-containing virus populations in 9% of patients by ultra-deep pyrosequencing using position-specific scoring matrices (PSSM(X4/R5)) or geno2pheno(5.75) and in 14% using the combined 11/25 and net charge rule. The phenotypic assay identified 9% of CXCR4-using viruses. This confirms that R5 viruses are predominant in primary HIV-1 infections.
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Raymond S, Delobel P, Chaix ML, Cazabat M, Encinas S, Bruel P, Sandres-Sauné K, Marchou B, Massip P, Izopet J. Genotypic prediction of HIV-1 subtype D tropism. Retrovirology 2011; 8:56. [PMID: 21752271 PMCID: PMC3146927 DOI: 10.1186/1742-4690-8-56] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2011] [Accepted: 07/13/2011] [Indexed: 01/15/2023] Open
Abstract
Background HIV-1 subtype D infections have been associated with rapid disease progression and phenotypic assays have shown that CXCR4-using viruses are very prevalent. Recent studies indicate that the genotypic algorithms used routinely to assess HIV-1 tropism may lack accuracy for non-B subtypes. Little is known about the genotypic determinants of HIV-1 subtype D tropism. Results We determined the HIV-1 coreceptor usage for 32 patients infected with subtype D by both a recombinant virus phenotypic entry assay and V3-loop sequencing to determine the correlation between them. The sensitivity of the Geno2pheno10 genotypic algorithm was 75% and that of the combined 11/25 and net charge rule was 100% for predicting subtype D CXCR4 usage, but their specificities were poor (54% and 68%). We have identified subtype D determinants in the V3 region associated with CXCR4 use and built a new simple genotypic rule for optimizing the genotypic prediction of HIV-1 subtype D tropism. We validated this algorithm using an independent GenBank data set of 67 subtype D V3 sequences of viruses of known phenotype. The subtype D genotypic algorithm was 68% sensitive and 95% specific for predicting X4 viruses in this data set, approaching the performance of genotypic prediction of HIV-1 subtype B tropism. Conclusion The genotypic determinants of HIV-1 subtype D coreceptor usage are slightly different from those for subtype B viruses. Genotypic predictions based on a subtype D-specific algorithm appear to be preferable for characterizing coreceptor usage in epidemiological and pathophysiological studies.
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Genotypic prediction of human immunodeficiency virus type 1 tropism by use of plasma and peripheral blood mononuclear cells in the routine clinical laboratory. J Clin Microbiol 2011; 49:2697-9. [PMID: 21593266 DOI: 10.1128/jcm.00336-11] [Citation(s) in RCA: 21] [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 developed a sequencing assay for genotypic HIV-1 tropism determination. The assay allows examination of HIV RNA from plasma and HIV DNA from peripheral blood mononuclear cells (PBMC), including PBMC samples from patients with undetectable viral loads. Assessment of 100 pairs of plasma and PBMC samples showed a high concordance of 90%. With the limitations of population-based sequencing, the assay was found to be robust and suitable for the routine clinical laboratory.
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Heger E, Thielen A, Gilles R, Obermeier M, Lengauer T, Kaiser R, Trapp S. APOBEC3G/F as one possible driving force for co-receptor switch of the human immunodeficiency virus-1. Med Microbiol Immunol 2011; 201:7-16. [PMID: 21573951 DOI: 10.1007/s00430-011-0199-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2010] [Indexed: 12/31/2022]
Abstract
Human immunodeficiency virus-1 tropism highly correlates with the amino acid (aa) composition of the third hypervariable region (V3) of gp120. A shift towards more positively charged aa is seen when binding to CXCR4 compared with CCR5 (X4 vs. R5 strains), especially positions 11 and 25 (11/25-rule) predicting X4 viruses in the presence of positively charged residues. At nucleotide levels, negatively or uncharged aa, e.g., aspartic and glutamic acid and glycine, which are encoded by the triplets GAN (guanine-adenosine-any nucleotide) or GGN are found more often in R5 strains. Positively charged aa such as arginine and lysine encoded by AAR or AGR (CGN) (R means A or G) are seen more frequently in X4 strains suggesting our hypothesis that a switch from R5 to X4 strains occurs via a G-to-A mutation. 1527 V3 sequences from three independent data sets of X4 and R5 strains were analysed with respect to their triplet composition. A higher number of G-containing triplets was found in R5 viruses, whereas X4 strains displayed a higher content of A-comprising triplets. These findings also support our hypothesis that G-to-A mutations are leading to the co-receptor switch from R5 to X4 strains. Causative agents for G-to-A mutations are the deaminases APOBEC3F and APOBEC3G. We therefore hypothesize that these proteins are one driving force facilitating the appearance of X4 variants. G-to-A mutations can lead to a switch from negatively to positively charged aa and a respective alteration of the net charge of gp120 resulting in a change of co-receptor usage.
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Affiliation(s)
- Eva Heger
- University of Cologne, Cologne, Germany.
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Concordance between two phenotypic assays and ultradeep pyrosequencing for determining HIV-1 tropism. Antimicrob Agents Chemother 2011; 55:2831-6. [PMID: 21464245 DOI: 10.1128/aac.00091-11] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
There have been few studies on the concordance between phenotypic assays for predicting human immunodeficiency virus type 1 (HIV-1) coreceptor usage. The sensitivity of ultradeep pyrosequencing combined with genotyping tools is similar to that of phenotypic assays for detecting minor CXCR4-using variants. We evaluated the agreement between two phenotypic assays, the Toulouse tropism test (TTT) and the Trofile assay, and ultradeep pyrosequencing for determining the tropism of HIV-1 quasispecies. The concordance between the TTT and Trofile assays was assessed for 181 samples successfully phenotyped by both assays. The TTT was 86% concordant with the standard Trofile assay and 91.7% with its enhanced-sensitivity version. The concordance between phenotypic characterization of HIV-1 tropism and ultradeep pyrosequencing genotypic prediction was further studied in selected samples. The HIV-1 tropism inferred from ultradeep pyrosequencing of 11 samples phenotyped as X4 and dualtropic and 12 phenotyped as R5-tropic agreed closely with the results of phenotyping. However, ultradeep pyrosequencing detected minor CXCR4-using variants in 3 of 12 samples phenotyped as R5-tropic. Ultradeep pyrosequencing also detected minor CXCR4-using variants that had been missed by direct sequencing in 6 of 9 samples phenotyped as X4-tropic but genotyped as R5-tropic by direct sequencing. Ultradeep pyrosequencing was 87% concordant with the Trofile and TTT phenotypic assays and was in the same range of sensitivity (0.4%) than these two phenotypic assays (0.3 to 0.5%) for detecting minor CXCR4-using variants. Ultradeep pyrosequencing provides a new way to improve the performance of genotypic prediction of HIV-1 tropism to match that of the phenotypic assays.
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Duri K, Soko W, Gumbo F, Kristiansen K, Mapingure M, Stray-Pedersen B, Muller, and the BHAMC Group F. Genotypic analysis of human immunodeficiency virus type 1 env V3 loop sequences: bioinformatics prediction of coreceptor usage among 28 infected mother-infant pairs in a drug-naive population. AIDS Res Hum Retroviruses 2011; 27:411-9. [PMID: 20969460 DOI: 10.1089/aid.2010.0142] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
We sought to predict virus coreceptor utilization using a simple bioinformatics method based on genotypic analysis of human immunodeficiency virus types 1 (HIV-1) env V3 loop sequences of 28 infected but drug-naive women during pregnancy and their infected infants and to better understand coreceptor usage in vertical transmission dynamics. The HIV-1 env V3 loop was sequenced from plasma samples and analyzed for viral coreceptor usage and subtype in a cohort of HIV-1-infected pregnant women. Predicted maternal frequencies of the X4, R5X4, and R5 genotypes were 7%, 11%, and 82%, respectively. Antenatal plasma viral load was higher, with a mean log(10) (SD) of 4.8 (1.6) and 3.6 (1.2) for women with the X4 and R5 genotypes, respectively, p = 0.078. Amino acid substitution from the conserved V3 loop crown motif GPGQ to GPGR and lymphadenopathy were associated with the X4 genotype, p = 0.031 and 0.043, respectively. The maternal viral coreceptor genotype was generally preserved in vertical transmission and was predictive of the newborn's viral genotype. Infants born to mothers with X4 genotypes were more likely to have lower birth weights relative to those born to mothers with the R5 genotype, with a mean weight (SD) of 2870 (±332) and 3069 (±300) g, respectively. These data show that at least in HIV-1 subtype C, R5 coreceptor usage is the most predominant genotype, which is generally preserved following vertical transmission and is associated with the V3 GPGQ crown motif. Therefore, antiretroviral-naive pregnant women and their infants can benefit from ARV combination therapies that include R5 entry inhibitors following prediction of their coreceptor genotype using simple bioinformatics methods.
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Affiliation(s)
- Kerina Duri
- Department of Immunology, University of Zimbabwe, Harare, Zimbabwe
| | - White Soko
- Department of Immunology, National Institute of Health Research, Harare, Zimbabwe
| | - Felicity Gumbo
- Department of Paediatrics and Child Health, University of Zimbabwe, Harare, Zimbabwe
| | - Knut Kristiansen
- Department of Molecular Biology, University of Oslo, Oslo, Norway
| | | | - Babill Stray-Pedersen
- Department of Obstetrics and Gynaecology, University of Oslo and Rikshospitalet, Oslo, Norway
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García F, Álvarez M, Bernal C, Chueca N, Guillot V. [Laboratory diagnosis of HIV infection, viral tropism and resistance to antiretrovirals]. Enferm Infecc Microbiol Clin 2011; 29:297-307. [PMID: 21345534 DOI: 10.1016/j.eimc.2010.12.006] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2010] [Accepted: 12/14/2010] [Indexed: 11/18/2022]
Abstract
The accurate diagnosis of HIV infection demands that to consider a positive result, at least three assays with different antigenic base should be used, one of them, Western-Blot being mandatory for confirmation. Fourth generation ELISAs shorten the window phase to 13-15 days, as they now include p24 antigen detection. Proviral DNA or Viral RNA detection by molecular methods have proved useful for addressing complex situations in which serology was inconclusive. Viral load (HIV-RNA) is routinely used to follow-up HIV infected patients and is used for treatment initiation decisions. It is also used to monitor viral failure. When this happens, resistance tests are needed to guide treatment changes. Resistance is also used to assess the transmission of drug resistance to newly diagnosed patients. Finally, before using an anti-CCR5 drug, viral tropism needs to be determined. This can be done using genotypic tests, widely available in many HIV labs, or phenotypic tests, only available at certain sites.
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Affiliation(s)
- Federico García
- Servicio de Microbiología, Hospital Universitario San Cecilio, Granada, España.
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Etienne L, Nerrienet E, LeBreton M, Bibila GT, Foupouapouognigni Y, Rousset D, Nana A, Djoko CF, Tamoufe U, Aghokeng AF, Mpoudi-Ngole E, Delaporte E, Peeters M, Wolfe ND, Ayouba A. Characterization of a new simian immunodeficiency virus strain in a naturally infected Pan troglodytes troglodytes chimpanzee with AIDS related symptoms. Retrovirology 2011; 8:4. [PMID: 21232091 PMCID: PMC3034674 DOI: 10.1186/1742-4690-8-4] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2010] [Accepted: 01/13/2011] [Indexed: 12/20/2022] Open
Abstract
Background Data on the evolution of natural SIV infection in chimpanzees (SIVcpz) and on the impact of SIV on local ape populations are only available for Eastern African chimpanzee subspecies (Pan troglodytes schweinfurthii), and no data exist for Central chimpanzees (Pan troglodytes troglodytes), the natural reservoir of the ancestors of HIV-1 in humans. Here, we report a case of naturally-acquired SIVcpz infection in a P.t.troglodytes chimpanzee with clinical and biological data and analysis of viral evolution over the course of infection. Results A male chimpanzee (Cam155), 1.5 years, was seized in southern Cameroon in November 2003 and screened SIV positive during quarantine. Clinical follow-up and biological analyses have been performed for 7 years and showed a significant decline of CD4 counts (1,380 cells/mm3 in 2004 vs 287 in 2009), a severe thrombocytopenia (130,000 cells/mm3 in 2004 vs 5,000 cells/mm3 in 2009), a weight loss of 21.8% from August 2009 to January 2010 (16 to 12.5 kg) and frequent periods of infections with diverse pathogens. DNA from PBMC, leftover from clinical follow-up samples collected in 2004 and 2009, was used to amplify overlapping fragments and sequence two full-length SIVcpzPtt-Cam155 genomes. SIVcpzPtt-Cam155 was phylogenetically related to other SIVcpzPtt from Cameroon (SIVcpzPtt-Cam13) and Gabon (SIVcpzPtt-Gab1). Ten molecular clones 5 years apart, spanning the V1V4 gp120 env region (1,100 bp), were obtained. Analyses of the env region showed positive selection (dN-dS >0), intra-host length variation and extensive amino acid diversity between clones, greater in 2009. Over 5 years, N-glycosylation site frequency significantly increased (p < 0.0001). Conclusions Here, we describe for the first time the clinical history and viral evolution of a naturally SIV infected P.t.troglodytes chimpanzee. The findings show an increasing viral diversity over time and suggest clinical progression to an AIDS-like disease, showing that SIVcpz can be pathogenic in its host, as previously described in P.t.schweinfurthii. Although studying the impact of SIV infection in wild apes is difficult, efforts should be made to better characterize the pathogenicity of the ancestors of HIV-1 in their natural host and to find out whether SIV infection also plays a role in ape population decline.
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Affiliation(s)
- Lucie Etienne
- UMR145, Institut de Recherche pour le Développement (IRD) and Université Montpellier 1, Montpellier, France
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A Highly Sensitive and Specific Model for Predicting HIV-1 Tropism in Treatment-Experienced Patients Combining Interpretation of V3 Loop Sequences and Clinical Parameters. J Acquir Immune Defic Syndr 2011; 56:51-8. [PMID: 21068675 DOI: 10.1097/qai.0b013e3181fc012b] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Gonzalez N, Perez-Olmeda M, Mateos E, Cascajero A, Alvarez A, Spijkers S, Garcia-Perez J, Sanchez-Palomino S, Ruiz-Mateos E, Leal M, Alcami J. A sensitive phenotypic assay for the determination of human immunodeficiency virus type 1 tropism. J Antimicrob Chemother 2010; 65:2493-501. [DOI: 10.1093/jac/dkq379] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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TROCAI (tropism coreceptor assay information): a new phenotypic tropism test and its correlation with Trofile enhanced sensitivity and genotypic approaches. J Clin Microbiol 2010; 48:4453-8. [PMID: 20943871 DOI: 10.1128/jcm.00953-10] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The only clinically validated assay available to determine HIV tropism is Trofile, an assay that possesses some limitations. Our first aim was to develop a new phenotypic tropism test (TROCAI [tropism coreceptor assay information]) and to categorize results generated by this test according to the virological response to a short-term exposure to the CCR5 receptor antagonist maraviroc (maraviroc clinical test). Our second aim was to compare TROCAI results to those obtained by Trofile enhanced sensitivity (ES) and to different genotypic algorithms. TROCAI assayed HIV tropism in 33 HIV-infected patient viral isolates obtained from a modified coculture, followed by multiple infection cycles of indicator cells. TROCAI obtained a reportable result in all patients with viral loads of >500 HIV RNA copies/ml and in 3/6 patients with <500 HIV RNA copies/ml (30/33 patients, 91.9%). Patients who responded to maraviroc had an X4-using virus proportion in indicator cell supernatant of 0 to 0.41%. Hence, we used the threshold of 0.5% to categorize TROCAI results as R5 (<0.5%) or dual/mixed (>0.5%). The concordance between TROCAI and Trofile (ES) was 22/24 (91.6%), and with genotypic approaches it was 22/26 (84.6%). TROCAI results, which were categorized in this study by the maraviroc clinical test, could be used as a test in addition to those currently used to select patients for treatment with CCR5 antagonists.
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CXCR4-using viruses in plasma and peripheral blood mononuclear cells during primary HIV-1 infection and impact on disease progression. AIDS 2010; 24:2305-12. [PMID: 20808203 DOI: 10.1097/qad.0b013e32833e50bb] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
OBJECTIVE Cysteine-cysteine receptor 5 (CCR5)-using viruses classically predominate during HIV-1 primary infection but the frequency of cysteine-X-cysteine receptor 4 (CXCR4)-using viruses varies between studies and could be different between plasma and peripheral blood mononuclear cells (PBMCs). Thus, we determined HIV-1 tropism in both these compartments during primary infection and evaluated the impact of CXCR4-using viruses on disease progression. DESIGN One hundred and thirty-three patients with primary HIV-1 infection were screened for HIV-1 coreceptor usage in plasma and PBMCs using both genotypic and phenotypic methods. The impact of CXCR4-using viruses' transmission on subsequent disease progression was assessed in a case-control study. METHODS HIV-1 coreceptor usage was determined using a recombinant virus phenotypic entry assay and V3-based genotypic algorithms. We also monitored CD4(+) T-cell count, clinical events and therapeutic intervention. RESULTS There was 6.4% of CXCR4-using HIV-1 in plasma during primary infection as measured by a phenotypic assay and combined criteria from the 11/25 and net charge genotypic rules. Geno2pheno10 overestimated the prevalence of CXCR4-using viruses (12%). HIV-1 tropism in plasma and PBMCs was 98% concordant. The HIV-1 RNA load and CD4(+) T-cell count during primary infection were not related to virus tropism. Primary infection with CXCR4-using viruses was associated with an accelerated rate of disease progression, estimated by a faster decline of CD4 T-cell count under 350 cells/microl and by a reduced delay in initiating a first antiretroviral treatment. CONCLUSIONS Plasma or PBMC samples can be used for determining HIV-1 tropism during primary infection. CXCR4-using viruses are rare during primary infection but increase the risk of disease progression.
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Performance of genotypic algorithms for predicting HIV-1 tropism measured against the enhanced-sensitivity Trofile coreceptor tropism assay. J Clin Microbiol 2010; 48:4135-9. [PMID: 20861336 DOI: 10.1128/jcm.01204-10] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The objectives of this study were to assess the performance of genotypic algorithms for predicting CXCR4-using virus, with enhanced sensitivity Trofile HIV coreceptor tropism assay (ES Trofile) as the reference, and to compare the concordance/accuracy of genotypic tests with ES Trofile and with the original Trofile assay. Paired phenotypic and genotypic determinations of HIV-1 coreceptor usage were compared in plasma samples from HIV-1-infected patients. Sequencing of the third hypervariable (V3) loop of the viral gene and phenotypic assays were performed for each sample. Genotypic rules used to predict tropism were Geno2pheno (false-positive rate at 1 to 20%), position-specific scoring matrix X4R5 (PSSM(X4R5)) and PSSM(sinsi) (where "sinsi" stands for syncytium inducing and non-syncytium inducing), and the 11/25, 11/24/25, and net charge rules. Two hundred forty-four phenotypic and genotypic samples were tested. Coreceptor usage was obtained from ES Trofile for 145 (59%) samples and from Trofile for 99 (41%) samples. The highest concordance (82.6%) was obtained with PSSM(X4R5) when ES Trofile was used as the reference. Geno2pheno at a 20% false-positive rate showed the highest sensitivity (76.7%) for CXCR4-using virus detection with ES Trofile. Samples from naïve subjects and those with CD4 cell counts between 200 and 500 cells/mm(3) showed the best predictive performance. Overall, the accuracy of the bioinformatics tools to detect CXCR4-using virus was similar for ES Trofile and Trofile; however, the negative predictive values for genotypic tools with ES Trofile were slightly higher than they were with Trofile. The accuracy of genotypic algorithms for detecting CXCR4-using viruses is high when using ES Trofile as the reference. Results are similar to those obtained with Trofile. The concordance with ES Trofile is better with higher CD4 cell counts and nonexposure to antiretroviral therapy.
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