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Wilson BA, Garud NR, Feder AF, Assaf ZJ, Pennings PS. The population genetics of drug resistance evolution in natural populations of viral, bacterial and eukaryotic pathogens. Mol Ecol 2016; 25:42-66. [PMID: 26578204 PMCID: PMC4943078 DOI: 10.1111/mec.13474] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2015] [Revised: 09/28/2015] [Accepted: 10/08/2015] [Indexed: 01/09/2023]
Abstract
Drug resistance is a costly consequence of pathogen evolution and a major concern in public health. In this review, we show how population genetics can be used to study the evolution of drug resistance and also how drug resistance evolution is informative as an evolutionary model system. We highlight five examples from diverse organisms with particular focus on: (i) identifying drug resistance loci in the malaria parasite Plasmodium falciparum using the genomic signatures of selective sweeps, (ii) determining the role of epistasis in drug resistance evolution in influenza, (iii) quantifying the role of standing genetic variation in the evolution of drug resistance in HIV, (iv) using drug resistance mutations to study clonal interference dynamics in tuberculosis and (v) analysing the population structure of the core and accessory genome of Staphylococcus aureus to understand the spread of methicillin resistance. Throughout this review, we discuss the uses of sequence data and population genetic theory in studying the evolution of drug resistance.
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Affiliation(s)
| | | | | | - Zoe J. Assaf
- Department of GeneticsStanford UniversityStanfordCA94305USA
| | - Pleuni S. Pennings
- Department of BiologySan Francisco State UniversityRoom 520Hensill Hall1600 Holloway AveSan FranciscoCA94132USA
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52
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Ngom-Gueye NF, Batista G, Ndiaye AA, Diouf A, Daye KA, Tall AB, Diouf A, Ndiaye K, Diop MN, Dia M, Diop CT, Gaye A, Ndour CT, Seydi M, Gueye L, Diop BM, Sow PS. Incidence and Factors Associated with the Switch to the Second Line Antiretroviral Treatment at the Ambulatory Treatment Center (CTA) in Dakar. Health (London) 2016. [DOI: 10.4236/health.2016.814154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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53
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Prevalence of Antiretroviral Drug-Resistant Mutations in HIV-1 Positive Treatment-Naive and Treatment-Experienced Puerto Rican Veterans From San Juan VA Caribbean Healthcare System. INFECTIOUS DISEASES IN CLINICAL PRACTICE 2015. [DOI: 10.1097/ipc.0000000000000305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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54
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The 2015 Clinical Guidelines for the Diagnosis and Treatment of HIV/AIDS in HIV-Infected Koreans. Infect Chemother 2015; 47:205-11. [PMID: 26483998 PMCID: PMC4607777 DOI: 10.3947/ic.2015.47.3.205] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2015] [Indexed: 12/15/2022] Open
Abstract
The Committee for Clinical Guidelines for the Diagnosis and Treatment of HIV/AIDS of the Korean Society for AIDS was founded in 2010. The first edition of the Korean guidelines was published in 2011, and revised in 2013. The recommendations in the guideline contain important information for physicians working with HIV/AIDS in the clinical field. However, due to the rapid discovery of new data in the field of HIV and the evolution of the clinical environment in Korea, it has become necessary to revise the guideline again. This guideline aims to provide up-to-date comprehensive information regarding the diagnosis and management of HIV/AIDS in Korea. This guideline deals with issues regarding the initial assessment of newly diagnosed patients, timing of antiretroviral treatment (ART) initiation, preferred ART regimens in treatment-naïve as well as treatment-experienced patients and special populations such as HBV/HCV co-infected patients, or pregnant women. A brief summary of the revised guidelines and key changes to the original version of the guidelines are summarized below.
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55
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Boyarsky BJ, Durand CM, Palella FJ, Segev DL. Challenges and Clinical Decision-Making in HIV-to-HIV Transplantation: Insights From the HIV Literature. Am J Transplant 2015; 15:2023-30. [PMID: 26080612 DOI: 10.1111/ajt.13344] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2014] [Revised: 03/23/2015] [Accepted: 04/04/2015] [Indexed: 01/25/2023]
Abstract
Life expectancy among HIV-infected (HIV+) individuals has improved dramatically with effective antiretroviral therapy. Consequently, chronic diseases such as end-stage liver and kidney disease are growing causes of morbidity and mortality. HIV+ individuals can have excellent outcomes after solid organ transplantation, and the need for transplantation in this population is increasing. However, there is a significant organ shortage, and HIV+ individuals experience higher mortality rates on transplant waitlists. In South Africa, the use of organs from HIV+ deceased donors (HIVDD) has been successful, but until recently federal law prohibited this practice in the United States. With the recognition that organs from HIVDD could fill a critical need, the HIV Organ Policy Equity (HOPE) Act was passed in November 2013, reversing the federal ban on the use of HIV+ donors for HIV+ recipients. In translating this policy into practice, the biologic risks of using HIV+ donors need to be carefully considered. In this mini-review, we explore relevant aspects of HIV virology, antiretroviral treatment, drug resistance, opportunistic infections and HIV-related organ dysfunction that are critical to a transplant team considering HIV-to-HIV transplantation.
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Affiliation(s)
- B J Boyarsky
- Department of Surgery, Johns Hopkins School of Medicine, Baltimore, MD
| | - C M Durand
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD
| | - F J Palella
- Department of Medicine, Feinberg School of Medicine, Northwestern University Chicago, Chicago, IL
| | - D L Segev
- Department of Surgery, Johns Hopkins School of Medicine, Baltimore, MD.,Department of Epidemiology, Johns Hopkins School of Public Health, Baltimore, MD
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56
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Tashima KT, Mollan KR, Na L, Gandhi RT, Klingman KL, Fichtenbaum CJ, Andrade A, Johnson VA, Eron JJ, Smeaton L, Haubrich RH. Regimen selection in the OPTIONS trial of HIV salvage therapy: drug resistance, prior therapy, and race-ethnicity determine the degree of regimen complexity. HIV CLINICAL TRIALS 2015. [PMID: 26212575 DOI: 10.1179/1945577115y.0000000001] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
Abstract
BACKGROUND Regimen selection for highly treatment-experienced patients is complicated. METHODS Using a web-based utility, study team members reviewed antiretroviral (ARV) history and resistance data and recommended individual ARV regimens and nucleoside reverse transcriptase inhibitor (NRTI) options for treatment-experienced participants consisting of 3-4 of the following agents: raltegravir (RAL), darunavir (DRV)/ritonavir, tipranavir (TPV)/ritonavir, etravirine (ETR), maraviroc (MVC), and enfuvirtide (ENF). We evaluated team recommendations and site selection of regimen and NRTIs. Associations between baseline factors and the selection of a complex regimen (defined as including four ARV agents or ENF) were explored with logistic regression. RESULTS A total of 413 participants entered the study. Participants initiated the first or second recommended regimen 86% of the time and 21% of participants started a complex regimen. In a multivariable model, ARV resistance to NRTI (odds ratio [OR] = 2.2), non-nucleoside reverse transcriptase inhibitor (NNRTI, OR = 6.2) or boosted protease inhibitor (PI, OR = 6.6), prior use of integrase strand transfer inhibitor (INSTI, OR = 25), and race-ethnicity (all P ≤ 0.01) were associated with selection of a complex regimen. Black non-Hispanic (OR = 0.5) and Hispanic participants from the continental US (OR = 0.2) were less likely to start a complex regimen, compared to white non-Hispanics. CONCLUSIONS In this multi-center trial, we developed a web-based utility that facilitated treatment recommendations for highly treatment-experienced patients. Drug resistance, prior INSTI use, and race-ethnicity were key factors in decisions to select a more complex regimen.
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Abstract
OBJECTIVES To describe regional differences and trends in resistance testing among individuals experiencing virological failure and the prevalence of detected resistance among those individuals who had a genotypic resistance test done following virological failure. DESIGN Multinational cohort study. METHODS Individuals in EuroSIDA with virological failure (>1 RNA measurement >500 on ART after >6 months on ART) after 1997 were included. Adjusted odds ratios (aORs) for resistance testing following virological failure and aORs for the detection of resistance among those who had a test were calculated using logistic regression with generalized estimating equations. RESULTS Compared to 74.2% of ART-experienced individuals in 1997, only 5.1% showed evidence of virological failure in 2012. The odds of resistance testing declined after 2004 (global P < 0.001). Resistance was detected in 77.9% of the tests, NRTI resistance being most common (70.3%), followed by NNRTI (51.6%) and protease inhibitor (46.1%) resistance. The odds of detecting resistance were lower in tests done in 1997-1998, 1999-2000 and 2009-2010, compared to those carried out in 2003-2004 (global P < 0.001). Resistance testing was less common in Eastern Europe [aOR 0.72, 95% confidence interval (CI) 0.55-0.94] compared to Southern Europe, whereas the detection of resistance given that a test was done was less common in Northern (aOR 0.29, 95% CI 0.21-0.39) and Central Eastern (aOR 0.47, 95% CI 0.29-0.76) Europe, compared to Southern Europe. CONCLUSIONS Despite a concurrent decline in virological failure and testing, drug resistance was commonly detected. This suggests a selective approach to resistance testing. The regional differences identified indicate that policy aiming to minimize the emergence of resistance is of particular relevance in some European regions, notably in the countries in Eastern Europe.
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58
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Emerging technologies for the clinical microbiology laboratory. Clin Microbiol Rev 2015; 27:783-822. [PMID: 25278575 DOI: 10.1128/cmr.00003-14] [Citation(s) in RCA: 170] [Impact Index Per Article: 18.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
In this review we examine the literature related to emerging technologies that will help to reshape the clinical microbiology laboratory. These topics include nucleic acid amplification tests such as isothermal and point-of-care molecular diagnostics, multiplexed panels for syndromic diagnosis, digital PCR, next-generation sequencing, and automation of molecular tests. We also review matrix-assisted laser desorption ionization-time of flight (MALDI-TOF) and electrospray ionization (ESI) mass spectrometry methods and their role in identification of microorganisms. Lastly, we review the shift to liquid-based microbiology and the integration of partial and full laboratory automation that are beginning to impact the clinical microbiology laboratory.
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Keys JR, Zhou S, Anderson JA, Eron JJ, Rackoff LA, Jabara C, Swanstrom R. Primer ID Informs Next-Generation Sequencing Platforms and Reveals Preexisting Drug Resistance Mutations in the HIV-1 Reverse Transcriptase Coding Domain. AIDS Res Hum Retroviruses 2015; 31:658-68. [PMID: 25748056 DOI: 10.1089/aid.2014.0031] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Sequencing of a bulk polymerase chain reaction (PCR) product to identify drug resistance mutations informs antiretroviral therapy selection but has limited sensitivity for minority variants. Alternatively, deep sequencing is capable of detecting minority variants but is subject to sequencing errors and PCR resampling due to low input templates. We screened for resistance mutations among 184 HIV-1-infected, therapy-naive subjects using the 454 sequencing platform to sequence two amplicons spanning HIV-1 reverse transcriptase codons 34-245. Samples from 19 subjects were also analyzed using the MiSeq sequencing platform for comparison. Errors and PCR resampling were addressed by tagging each HIV-1 RNA template copy (i.e., cDNA) with a unique sequence tag (Primer ID), allowing a consensus sequence to be constructed for each original template from resampled sequences. In control reactions, Primer ID reduced 454 and MiSeq errors from 71 to 2.6 and from 24 to 1.2 errors/10,000 nucleotides, respectively. MiSeq also allowed accurate sequencing of codon 65, an important drug resistance position embedded in a homopolymeric run that is poorly resolved by the 454 platform. Excluding homopolymeric positions, 14% of subjects had evidence of ≥1 resistance mutation among Primer ID consensus sequences, compared to 2.7% by bulk population sequencing. When calls were restricted to mutations that appeared twice among consensus sequence populations, 6% of subjects had detectable resistance mutations. The use of Primer ID revealed 5-15% template utilization on average, limiting the depth of deep sequencing sampling and revealing sampling variation due to low template utilization. Primer ID addresses important limitations of deep sequencing and produces less biased estimates of low-level resistance mutations in the viral population.
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Affiliation(s)
- Jessica R. Keys
- Department of Epidemiology, University of North Carolina, Chapel Hill, North Carolina
| | - Shuntai Zhou
- Division of Infectious Diseases, Department of Medicine, University of North Carolina, Chapel Hill, North Carolina
| | - Jeffrey A. Anderson
- Division of Infectious Diseases, Department of Medicine, University of North Carolina, Chapel Hill, North Carolina
| | - Joseph J. Eron
- Division of Infectious Diseases, Department of Medicine, University of North Carolina, Chapel Hill, North Carolina
| | - Lauren A. Rackoff
- Division of Infectious Diseases, Department of Medicine, University of North Carolina, Chapel Hill, North Carolina
| | - Cassandra Jabara
- Department of Biology, University of North Carolina, Chapel Hill, North Carolina
| | - Ronald Swanstrom
- Department of Biochemistry and Biophysics, University of North Carolina, Chapel Hill, North Carolina
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60
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Chehadeh W, Albaksami O, Altawalah H, Ahmad S, Madi N, John SE, Abraham PS, Al-Nakib W. Phylogenetic analysis of HIV-1 subtypes and drug resistance profile among treatment-naïve people in Kuwait. J Med Virol 2015; 87:1521-6. [PMID: 25976289 DOI: 10.1002/jmv.24212] [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] [Accepted: 03/16/2015] [Indexed: 01/09/2023]
Abstract
Mutations associated with resistance to antiretroviral therapy are a major cause of failure to treatment, and surveillance for the emergence of HIV resistance became a component of all antiretroviral treatment programs. As transmission of resistant viruses to newly infected persons is possible, we aimed to determine the prevalence of primary mutations associated with antiretroviral resistance among treatment-naïve patients, with respect to HIV subtype. Viral RNA was extracted from plasma samples of 43 treatment-naïve patients. Protease (PR) and reverse transcriptase (RT) regions were amplified and sequenced using the TRUGENE HIV-1 Genotyping Assay. A phylogenetic analysis was performed for HIV subtype assignment. Complete sequence information could be obtained for 35 patients. A total of ten different HIV-1 subtypes and recombinant forms were found in Kuwait with predominance of subtypes B, C, and CRF01_AE. A62V and A98G were non-polymorphic resistance-associated mutations (RAMs) detected in the RT region of two and three patients, respectively. Non-polymorphic mutations associated with resistance to protease inhibitors were not detected. Our results support continuous surveillance of RAMs in newly infected individuals to assess the effectiveness of first-line antiretroviral regimen available in Kuwait.
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Affiliation(s)
- Wassim Chehadeh
- Department of Microbiology, Faculty of Medicine, Kuwait University, Kuwait
| | | | - Haya Altawalah
- Virology Unit, Mubarak Al-Kabeer Hospital, Ministry of Health, Kuwait
| | - Suhail Ahmad
- Department of Microbiology, Faculty of Medicine, Kuwait University, Kuwait
| | - Nada Madi
- Department of Microbiology, Faculty of Medicine, Kuwait University, Kuwait
| | - Sonia E John
- Department of Microbiology, Faculty of Medicine, Kuwait University, Kuwait
| | - Priya S Abraham
- Department of Microbiology, Faculty of Medicine, Kuwait University, Kuwait
| | - Widad Al-Nakib
- Department of Microbiology, Faculty of Medicine, Kuwait University, Kuwait.,Virology Unit, Mubarak Al-Kabeer Hospital, Ministry of Health, Kuwait
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Chen C, Zhu H, Wang J, Yang J, Li XN, Wang J, Chen K, Wang Y, Luo Z, Yao G, Xue Y, Zhang Y. Armochaetoglobins K-R, Anti-HIV Pyrrole-Based Cytochalasans fromChaetomium globosumTW1-1. European J Org Chem 2015. [DOI: 10.1002/ejoc.201403678] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
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Yang WL, Kouyos RD, Böni J, Yerly S, Klimkait T, Aubert V, Scherrer AU, Shilaih M, Hinkley T, Petropoulos C, Bonhoeffer S, Günthard HF. Persistence of transmitted HIV-1 drug resistance mutations associated with fitness costs and viral genetic backgrounds. PLoS Pathog 2015; 11:e1004722. [PMID: 25798934 PMCID: PMC4370492 DOI: 10.1371/journal.ppat.1004722] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2014] [Accepted: 01/31/2015] [Indexed: 12/19/2022] Open
Abstract
Transmission of drug-resistant pathogens presents an almost-universal challenge for fighting infectious diseases. Transmitted drug resistance mutations (TDRM) can persist in the absence of drugs for considerable time. It is generally believed that differential TDRM-persistence is caused, at least partially, by variations in TDRM-fitness-costs. However, in vivo epidemiological evidence for the impact of fitness costs on TDRM-persistence is rare. Here, we studied the persistence of TDRM in HIV-1 using longitudinally-sampled nucleotide sequences from the Swiss-HIV-Cohort-Study (SHCS). All treatment-naïve individuals with TDRM at baseline were included. Persistence of TDRM was quantified via reversion rates (RR) determined with interval-censored survival models. Fitness costs of TDRM were estimated in the genetic background in which they occurred using a previously published and validated machine-learning algorithm (based on in vitro replicative capacities) and were included in the survival models as explanatory variables. In 857 sequential samples from 168 treatment-naïve patients, 17 TDRM were analyzed. RR varied substantially and ranged from 174.0/100-person-years;CI=[51.4, 588.8] (for 184V) to 2.7/100-person-years;[0.7, 10.9] (for 215D). RR increased significantly with fitness cost (increase by 1.6[1.3,2.0] per standard deviation of fitness costs). When subdividing fitness costs into the average fitness cost of a given mutation and the deviation from the average fitness cost of a mutation in a given genetic background, we found that both components were significantly associated with reversion-rates. Our results show that the substantial variations of TDRM persistence in the absence of drugs are associated with fitness-cost differences both among mutations and among different genetic backgrounds for the same mutation. The evolution of resistance is a universal challenge in antimicrobial chemotherapy. A key driver of resistance is that drug resistance mutations often persist even in the absence of drugs and despite the fact that resistance mutations are often associated with reduced pathogen replication (“fitness costs”). Such persistence may occur because fitness costs are low, especially if they are compensated by additional mutations in their “genetic background”. Here we assessed the role of fitness-cost and the genetic background for resistance in a real-world epidemiological setting by studying the persistence behavior of transmitted antiretroviral resistance mutations of HIV. This persistence behavior was associated with the predicted fitness cost of a given resistance mutation in the particular genetic background in which it occurred. We found that persistence behavior varied strongly across both mutation types and genetic backgrounds and that persistence was significantly associated with predicted fitness costs. In particular we found that even mutations of the same type tended to persist longer if they occurred in a genetic background where they caused weak fitness costs. Overall our results underline the variability of persistence behavior as well as the important role of fitness costs and the genetic background in the evolution of antimicrobial resistance.
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Affiliation(s)
- Wan-Lin Yang
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Roger D. Kouyos
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Jürg Böni
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Sabine Yerly
- Laboratory of Virology and AIDS Center, Geneva University Hospital, Geneva, Switzerland
| | - Thomas Klimkait
- Department Biomedicine—Petersplatz, University of Basel, Basel, Switzerland
| | - Vincent Aubert
- Division of Immunology and Allergy, Centre Hospitalier Universitaire Vaudois and University of Lausanne, Lausanne, Switzerland
| | - Alexandra U. Scherrer
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Mohaned Shilaih
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Trevor Hinkley
- Institute of Integrative Biology, ETH Zurich, Zurich, Switzerland
| | | | | | - Huldrych F. Günthard
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
- * E-mail:
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63
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Glycans flanking the hypervariable connecting peptide between the A and B strands of the V1/V2 domain of HIV-1 gp120 confer resistance to antibodies that neutralize CRF01_AE viruses. PLoS One 2015; 10:e0119608. [PMID: 25793890 PMCID: PMC4368187 DOI: 10.1371/journal.pone.0119608] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2013] [Accepted: 02/01/2015] [Indexed: 11/30/2022] Open
Abstract
Understanding the molecular determinants of sensitivity and resistance to neutralizing antibodies is critical for the development of vaccines designed to prevent HIV infection. In this study, we used a genetic approach to characterize naturally occurring polymorphisms in the HIV envelope protein that conferred neutralization sensitivity or resistance. Libraries of closely related envelope genes, derived from virus quasi-species, were constructed from individuals infected with CRF01_AE viruses. The libraries were screened with plasma containing broadly neutralizing antibodies, and neutralization sensitive and resistant variants were selected for sequence analysis. In vitro mutagenesis allowed us to identify single amino acid changes in three individuals that conferred resistance to neutralization by these antibodies. All three mutations created N-linked glycosylation sites (two at N136 and one at N149) proximal to the hypervariable connecting peptide between the C-terminus of the A strand and the N-terminus of the B strand in the four-stranded V1/V2 domain β-sheet structure. Although N136 has previously been implicated in the binding of broadly neutralizing monoclonal antibodies, this glycosylation site appears to inhibit the binding of neutralizing antibodies in plasma from HIV-1 infected subjects. Previous studies have reported that the length of the V1/V2 domain in transmitted founder viruses is shorter and possesses fewer glycosylation sites compared to viruses isolated from chronic infections. Our results suggest that vaccine immunogens based on recombinant envelope proteins from clade CRF01_AE viruses might be improved by inclusion of envelope proteins that lack these glycosylation sites. This strategy might improve the efficacy of the vaccines used in the partially successful RV144 HIV vaccine trial, where the two CRF01_AE immunogens (derived from the A244 and TH023 isolates) both possessed glycosylation sites at N136 and N149.
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Use of amplification refractory mutation system PCR assay as a simple and effective tool to detect HIV-1 drug resistance mutations. J Clin Microbiol 2015; 53:1662-71. [PMID: 25788547 DOI: 10.1128/jcm.00114-15] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2015] [Accepted: 03/10/2015] [Indexed: 11/20/2022] Open
Abstract
Access to genotyping assays to determine successful antiretroviral treatment (ART) is limited in resource-constrained settings by high cost, suggesting the need for a cost-effective and simplified method to identify HIV-1 drug resistance (HIVDR) mutations. In this study, an amplification refractory mutation system (ARMS)-PCR assay was developed and used to investigate the most frequent HIVDR mutations affecting first-line ART in settings where WHO ART guidelines are applied. Seventy-five HIV-positive (HIV(+)) samples from Cameroon were used to assess the performance of this assay. Sequencing of HIV-1 reverse transcriptase was simultaneously performed for comparison, and discordant samples were tested with a Trugene HIV-1 genotyping kit. The ARMS-PCR assay was able to detect M184V, T215Y/F, K103N, and Y181C mutations with sensitivities of 96.8%, 85.7%, 91.3%, and 70%, respectively, and specificities of 90.6%, 95%, 100%, 96.9%, respectively, compared with data on sequencing. The results indicated the highest positive predictive value for K103N (100%) and the highest negative predictive value for M184V (97.5%). ARMS-PCR's limits of detection for mutations M184V, T215Y/F, K103N, and Y181C were <75 copies/ml, 143 copies/ml, 143 copies/ml, and 836 copies/ml, respectively. ARMS-PCR efficiently identified mutations in individuals harboring different HIV-1 clades (CRF02_AG and non-CRF02_AG). In addition, this approach was more cost-effective than other genotyping assays. The high throughput, the cost-effectiveness, and the simplicity of the ARMS-PCR assay make it a suitable tool to monitor HIVDR patterns in resource-constrained settings with broad HIV-1 genetic diversity.
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65
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Alexiev I, Shankar A, Wensing AMJ, Beshkov D, Elenkov I, Stoycheva M, Nikolova D, Nikolova M, Switzer WM. Low HIV-1 transmitted drug resistance in Bulgaria against a background of high clade diversity. J Antimicrob Chemother 2015; 70:1874-80. [PMID: 25652746 PMCID: PMC11292601 DOI: 10.1093/jac/dkv011] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2014] [Accepted: 01/06/2015] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES To determine transmitted drug resistance (TDR) and HIV-1 genetic diversity in Bulgaria. METHODS The prevalence of TDR and HIV-1 subtypes was determined in 305/1446 (21.1%) persons newly diagnosed with HIV/AIDS from 1988 to 2011. TDR mutations (TDRMs) in protease and reverse transcriptase were defined using the WHO HIV drug mutation list. Phylogenetic analysis was used to infer polymerase (pol) genotype. RESULTS TDRMs were found in 16/305 (5.2%) persons, 11 (3.6%) with resistance to NRTIs, 5 (1.6%) with resistance to NNRTIs and 3 (0.9%) with resistance to PIs. Dual-class TDRMs were found in three (1.0%) patients and one statistically supported cluster of TDRMs comprising two individuals with subtype B infection. TDRMs were found in 10 heterosexuals, 4 MSM and two intravenous drug users. Phylogenetic analyses identified high HIV-1 diversity consisting of mostly subtype B (44.6%), subtype C (3.3%), sub-subtype A1 (2.6%), sub-subtype F1 (2.3%), sub-subtype A-like (3.6%), subtype G (0.3%), CRF14_BG (1.6%), CRF05_DF (1.3%), CRF03_AB (0.3%) and unique recombinant forms (1.3%). CONCLUSIONS We found a low prevalence of TDR against a background of high HIV-1 genetic diversity among antiretroviral-naive patients in Bulgaria. Our results provide baseline data on TDR and support continued surveillance of high-risk populations in Bulgaria to better target treatment and prevention efforts.
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Affiliation(s)
- Ivailo Alexiev
- National Reference Laboratory of HIV, National Center of Infectious and Parasitic Diseases, Sofia, Bulgaria
| | - Anupama Shankar
- Division of HIV/AIDS Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - A M J Wensing
- University Medical Center Utrecht, Virology, Utrecht, The Netherlands
| | - Danail Beshkov
- National Reference Laboratory of HIV, National Center of Infectious and Parasitic Diseases, Sofia, Bulgaria
| | - Ivaylo Elenkov
- Hospital for Infectious and Parasitic Diseases, Sofia, Bulgaria
| | - Mariyana Stoycheva
- Department of Infectious Diseases, Medical University, Plovdiv, Bulgaria
| | - Daniela Nikolova
- Clinic of Infectious Diseases, Medical University, Varna, Bulgaria
| | - Maria Nikolova
- National Reference Laboratory of Immunology, National Center of Infectious and Parasitic Diseases, Sofia, Bulgaria
| | - William M Switzer
- Division of HIV/AIDS Prevention, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, Atlanta, GA, USA
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66
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Huruy K, Maier M, Mulu A, Liebert UG. Limited increase in primary HIV-1C drug resistance mutations in treatment naïve individuals in Ethiopia. J Med Virol 2015; 87:978-84. [PMID: 25649964 DOI: 10.1002/jmv.24110] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/04/2014] [Indexed: 11/06/2022]
Abstract
Antiretroviral drug resistance is a major challenge for management and control of HIV-1 infection worldwide and particularly in resource limited countries. The frequency of primary drug resistance mutations (DRMs) and of naturally occurring polymorphisms was determined in 83 antiretroviral treatment (ART) naïve Ethiopian individuals infected with HIV-1, consecutively enrolled in 2010. In all individuals HIV-1C was found. The median (interquartile range) of CD4(+) T-cell count and viral load were 100 (49-201) cells/μl and 44,640 (12,553-134,664) copies/ml, respectively. Protease (PR) and reverse transcriptase (RT) genes of HIV-1 RNA were amplified and sequenced. The proportion of primary DRM to any drug class, using the World Health Organization mutation lists, was 7.2% (6/83), thus exceeding the WHO threshold limit of 5%. Three individuals (3.6%) had non-nucleoside reverse transcriptase inhibitor (NNRTI) mutations, two individuals (2.4%) had protease inhibitor mutations, and one (1.2%) had mutations associated with two drug classes (nucleoside reverse transcriptase inhibitor and NNRTI). In addition, the frequency of polymorphisms in the PR and RT genes was higher compared with previous studies in Ethiopian as well as worldwide isolates. Hence, genotypic drug resistance testing as part of routine management of individuals seems reasonable even in resource limited countries prior to treatment in order to allow proper choice of ART.
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Affiliation(s)
- Kahsay Huruy
- Institute of Virology, Leipzig University, Leipzig, Germany; Department of Medical Microbiology, School of Biomedical and Laboratory Sciences, University of Gondar, Gondar, Ethiopia
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Yang WL, Kouyos R, Scherrer AU, Böni J, Shah C, Yerly S, Klimkait T, Aubert V, Furrer H, Battegay M, Cavassini M, Bernasconi E, Vernazza P, Held L, Ledergerber B, Günthard HF. Assessing the Paradox Between Transmitted and Acquired HIV Type 1 Drug Resistance Mutations in the Swiss HIV Cohort Study From 1998 to 2012. J Infect Dis 2015; 212:28-38. [PMID: 25576600 DOI: 10.1093/infdis/jiv012] [Citation(s) in RCA: 57] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2014] [Accepted: 11/28/2014] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Transmitted human immunodeficiency virus type 1 (HIV) drug resistance (TDR) mutations are transmitted from nonresponding patients (defined as patients with no initial response to treatment and those with an initial response for whom treatment later failed) or from patients who are naive to treatment. Although the prevalence of drug resistance in patients who are not responding to treatment has declined in developed countries, the prevalence of TDR mutations has not. Mechanisms causing this paradox are poorly explored. METHODS We included recently infected, treatment-naive patients with genotypic resistance tests performed ≤ 1 year after infection and before 2013. Potential risk factors for TDR mutations were analyzed using logistic regression. The association between the prevalence of TDR mutations and population viral load (PVL) among treated patients during 1997-2011 was estimated with Poisson regression for all TDR mutations and individually for the most frequent resistance mutations against each drug class (ie, M184V/L90M/K103N). RESULTS We included 2421 recently infected, treatment-naive patients and 5399 patients with no response to treatment. The prevalence of TDR mutations fluctuated considerably over time. Two opposing developments could explain these fluctuations: generally continuous increases in the prevalence of TDR mutations (odds ratio, 1.13; P = .010), punctuated by sharp decreases in the prevalence when new drug classes were introduced. Overall, the prevalence of TDR mutations increased with decreasing PVL (rate ratio [RR], 0.91 per 1000 decrease in PVL; P = .033). Additionally, we observed that the transmitted high-fitness-cost mutation M184V was positively associated with the PVL of nonresponding patients carrying M184V (RR, 1.50 per 100 increase in PVL; P < .001). Such association was absent for K103N (RR, 1.00 per 100 increase in PVL; P = .99) and negative for L90M (RR, 0.75 per 100 increase in PVL; P = .022). CONCLUSIONS Transmission of antiretroviral drug resistance is temporarily reduced by the introduction of new drug classes and driven by nonresponding and treatment-naive patients. These findings suggest a continuous need for new drugs, early detection/treatment of HIV-1 infection.
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Affiliation(s)
- Wan-Lin Yang
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich
| | - Roger Kouyos
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich
| | - Alexandra U Scherrer
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich
| | - Jürg Böni
- Swiss National Center for Retroviruses, Institute of Medical Virology
| | - Cyril Shah
- Swiss National Center for Retroviruses, Institute of Medical Virology
| | - Sabine Yerly
- Laboratory of Virology, Division of Infectious Diseases, Geneva University Hospital
| | | | | | - Hansjakob Furrer
- Department of Infectious Diseases, Berne University Hospital and University of Berne
| | - Manuel Battegay
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Basel
| | | | | | - Pietro Vernazza
- Division of Infectious Diseases, Cantonal Hospital St. Gallen, Switzerland
| | - Leonhard Held
- Institute of Social and Preventive Medicine, University of Zurich
| | - Bruno Ledergerber
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich
| | - Huldrych F Günthard
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich
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Radchuk OM, Chentsova NP, Tukaiev SV. Outcome of antiretroviral treatment in patients with AIDS monoinfection and those co-infected with hepatitis B and C viruses and tuberculosis in Ukraine. Cent Eur J Public Health 2015; 22:143-6. [PMID: 25438388 DOI: 10.21101/cejph.a3850] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Antiretroviral therapy reduces AIDS morbidity and mortality as well as decreases HIV transmission by reducing the viral load (VL). We aimed to determine the rate of immunological and virological failure that reflects antiretroviral treatment (ART) effectiveness among the patients of the Kyiv City AIDS Centre and may lead to ART switch in the future. In 59% of patients the prescribed ATR regimen was regarded as successful, in 37% as unsuccessful and 4% of patients were excluded for lacking sufficient follow-up time. Among the cases of unsuccessful ART, the largest part of patients was experiencing secondary immunological failure, on the second place was primary immunological failure. The temporal distribution of primary and secondary failures was also defined. It was shown that the number of patients with treatment failure increases steadily Drug resistance testing is able to reduce the number of unsuccessful ART regimens, but such testing is not a part of the routine testing in Ukraine.
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Cohen C, DeJesus E, LaMarca A, Young B, Yau L, Patel L, Vavro C, Wire MB, Wannamaker P, Shaefer M. Similar Virologic and Immunologic Efficacy With Fosamprenavir Boosted With 100 mg or 200 mg of Ritonavir in HIV-Infected Patients: Results of the LESS Trial. HIV CLINICAL TRIALS 2015; 11:239-47. [DOI: 10.1310/hct1105-239] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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Hobbs M, Shi J, Maze M, Briggs S. An observational study of antiretroviral drug resistance in treatment-naïve patients with HIV infection in New Zealand, from 2007 to 2011. Sex Health 2015; 12:556-9. [DOI: 10.1071/sh14226] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2014] [Accepted: 07/07/2015] [Indexed: 11/23/2022]
Abstract
Background
Genotypic testing for antiretroviral drug resistance is recommended for all patients newly diagnosed with HIV infection. This study sought to quantify the prevalence of antiretroviral drug resistance in treatment-naïve patients with HIV infection in New Zealand. Methods: All genotypic antiretroviral drug resistance testing in New Zealand is performed at LabPLUS, Auckland City Hospital. The clinicians who requested antiretroviral drug resistance testing during the period 2007–2011 were contacted and were asked to identify which patients with HIV infection were treatment-naïve at the time of testing. Results of the antiretroviral drug resistance tests for treatment-naïve patients with HIV infection were reviewed and the prevalence of resistance determined. Results: Two hundred and 10 treatment-naïve patients with HIV infection who had antiretroviral drug resistance testing performed were included; 20 (10%) were found to have a significant resistance mutation. Nine patients had virus resistant to one or more nucleoside reverse transcriptase inhibitors, 13 to non-nucleoside reverse transcriptase inhibitors and one to protease inhibitors. Conclusions: The prevalence of antiretroviral drug resistance in treatment-naïve patients with HIV infection identified in this study is comparable to rates identified in studies from North America, the UK and Europe. This prevalence demonstrates the need for antiretroviral drug resistance testing for all treatment-naïve patients with HIV infection in New Zealand.
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Sirivichayakul S, Kantor R, DeLong AK, Wongkunya R, Mekprasan S, Ruxrungtham K, Sohn AH, Phanuphak P. Transmitted HIV drug resistance at the Thai Red Cross anonymous clinic in Bangkok: results from three consecutive years of annual surveillance. J Antimicrob Chemother 2014; 70:1146-9. [PMID: 25525199 DOI: 10.1093/jac/dku499] [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] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVES The aim of this study was to prospectively survey transmitted drug resistance (TDR) among recently infected individuals (mostly MSM). METHODS TDR was determined in prospective annual cohorts of recently HIV-1-infected individuals consecutively recruited from 2008 to 2010. Resistance interpretation was carried out using Stanford Database tools and the WHO surveillance drug resistance mutation list. Kruskal-Wallis and Fisher's exact tests were used to compare demographic and laboratory outcomes. RESULTS A total of 299 subjects were enrolled, with 89% MSM. Median viral load was significantly higher in 2010 than in 2008 (P=0.004). Of the 284 analysable reverse transcriptase/protease sequences, TDR to any drug was found in 14/284 (4.9%); 4.0% in 2008, 5.9% in 2009 and 5.3% in 2010, with an increasing trend of TDR to NRTIs and NNRTIs from 2008 to 2010 (P=0.07). Good correlation was found between our data and the WHO threshold surveillance method. Only rilpivirine had significantly higher (P<0.05) predicted resistance in 2010 than in 2008 and 2009. CONCLUSIONS A trend towards an increase in TDR in Thailand where the major epidemic is among MSM was observed, but did not reach the WHO-defined high-level threshold (>15%). Attention to prevent the development and spread of drug resistance is needed.
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Affiliation(s)
| | - Rami Kantor
- Alpert Medical School, Brown University, Providence, RI, USA
| | | | | | | | - Kiat Ruxrungtham
- Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand The Thai Red Cross AIDS Research Centre, Bangkok, Thailand
| | - Annette H Sohn
- TREAT Asia, amfAR, The Foundation for AIDS Research, Bangkok, Thailand
| | - Praphan Phanuphak
- Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand The Thai Red Cross AIDS Research Centre, Bangkok, Thailand
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Minority resistant HIV-1 variants and the response to first-line NNRTI therapy. J Clin Virol 2014; 62:20-4. [PMID: 25542465 DOI: 10.1016/j.jcv.2014.10.020] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2014] [Revised: 10/07/2014] [Accepted: 10/29/2014] [Indexed: 11/24/2022]
Abstract
BACKGROUND The presence of low-frequency HIV-1 variants with mutations making them resistant to non-nucleoside reverse-transcriptase inhibitors (NNRTI) could influence the virological response to first-line NNRTI therapy. OBJECTIVES This study was designed to describe the proportions and quantities of NRTI and NNRTI-resistant variants in patients with successful first-line NNRTI therapy. STUDY DESIGN We evaluated the presence of drug-resistance mutations (DRMs) prior to treatment initiation in 131 naive chronically HIV-1-infected patients initiating NNRTI-based first-line therapy. DRMs were detected by ultradeep pyrosequencing (UDPS) on a GS Junior instrument (Roche). RESULTS The mean HIV RNA concentration was 4.78 ± 0.74 log copies/mL and the mean CD4 cell count was 368 ± 184 CD4 cells/mm(3). Patients were mainly infected with subtype B (68%) and 96% were treated with efavirenz. The sensitivity threshold for each mutation was 0.13-1.05% for 2000 reads. Major NRTI-resistant or NNRTI-resistant mutations were detected in 40 patients (33.6%). The median frequency of major NRTI-resistant mutations was 1.37% [IQR: 0.39-84.1], i.e.: a median of 556 copies/mL [IQR: 123-37,553]. The median frequency of major NNRTI-resistant DRMs was 0.78% [IQR: 0.67-7.06], i.e.: a median of 715 copies/mL [IQR: 391-3452]. The genotypic susceptibility score (GSS) of 9 (7.3%) patients with mutations to given treatment detected by UDPS was 1.5 or 2. CONCLUSIONS First-line NNRTI-based treatment can produce virological success in naïve HIV-1-infected patients harboring low-frequency DRMs representing <1% of the viral quasispecies. Further studies are needed to determine the clinical cut-off of low-frequency resistant variants associated to virological failure.
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Nel A, Swindells S, Bronich T, Gendelman HE. Interview: Nanomedicine and the fight against HIV/AIDS. Nanomedicine (Lond) 2014; 9:193-206. [PMID: 24552561 DOI: 10.2217/nnm.13.213] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
Ahead of the 4th Annual Meeting of the American Society of Nanomedicine, this collection of interviews brings together experts from the fields of nanomedicine and HIV/AIDS treatment. Professor André Nel gives us a general introduction and update on the nanomedicine field and how he hopes it will progress. Professor Susan Swindells describes the current challenges faced in the clinic for HIV/AIDS treatment. Professor Tatiana Bronich explains the research efforts being undertaken by the nanomedicine community for the treatment of microbial infections and HIV/AIDS specifically. Finally, Professor Howard Gendelman looks to the future and assesses the potential and challenges of nanomedicine approaches for HIV eradication.
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Affiliation(s)
- André Nel
- California NanoSystems Institute, David Geffen School of Medicine at UCLA, 52-175 Center for the Health Sciences, 10833 Le Conte Ave, Los Angeles, CA 90095-1736, USA.
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Impact of human immunodeficiency virus type-1 sequence diversity on antiretroviral therapy outcomes. Viruses 2014; 6:3855-72. [PMID: 25333465 PMCID: PMC4213566 DOI: 10.3390/v6103855] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2014] [Revised: 10/09/2014] [Accepted: 10/13/2014] [Indexed: 12/04/2022] Open
Abstract
Worldwide circulating HIV-1 genomes show extensive variation represented by different subtypes, polymorphisms and drug-resistant strains. Reports on the impact of sequence variation on antiretroviral therapy (ART) outcomes are mixed. In this review, we summarize relevant published data from both resource-rich and resource-limited countries in the last 10 years on the impact of HIV-1 sequence diversity on treatment outcomes. The prevalence of transmission of drug resistant mutations (DRMs) varies considerably, ranging from 0% to 27% worldwide. Factors such as geographic location, access and availability to ART, duration since inception of treatment programs, quality of care, risk-taking behaviors, mode of transmission, and viral subtype all dictate the prevalence in a particular geographical region. Although HIV-1 subtype may not be a good predictor of treatment outcome, review of emerging evidence supports the fact that HIV-1 genome sequence-resulting from natural polymorphisms or drug-associated mutations-matters when it comes to treatment outcomes. Therefore, continued surveillance of drug resistant variants in both treatment-naïve and treatment-experienced populations is needed to reduce the transmission of DRMs and to optimize the efficacy of the current ART armamentarium.
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IDEPI: rapid prediction of HIV-1 antibody epitopes and other phenotypic features from sequence data using a flexible machine learning platform. PLoS Comput Biol 2014; 10:e1003842. [PMID: 25254639 PMCID: PMC4177671 DOI: 10.1371/journal.pcbi.1003842] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2014] [Accepted: 08/01/2014] [Indexed: 11/19/2022] Open
Abstract
Since its identification in 1983, HIV-1 has been the focus of a research effort unprecedented in scope and difficulty, whose ultimate goals--a cure and a vaccine--remain elusive. One of the fundamental challenges in accomplishing these goals is the tremendous genetic variability of the virus, with some genes differing at as many as 40% of nucleotide positions among circulating strains. Because of this, the genetic bases of many viral phenotypes, most notably the susceptibility to neutralization by a particular antibody, are difficult to identify computationally. Drawing upon open-source general-purpose machine learning algorithms and libraries, we have developed a software package IDEPI (IDentify EPItopes) for learning genotype-to-phenotype predictive models from sequences with known phenotypes. IDEPI can apply learned models to classify sequences of unknown phenotypes, and also identify specific sequence features which contribute to a particular phenotype. We demonstrate that IDEPI achieves performance similar to or better than that of previously published approaches on four well-studied problems: finding the epitopes of broadly neutralizing antibodies (bNab), determining coreceptor tropism of the virus, identifying compartment-specific genetic signatures of the virus, and deducing drug-resistance associated mutations. The cross-platform Python source code (released under the GPL 3.0 license), documentation, issue tracking, and a pre-configured virtual machine for IDEPI can be found at https://github.com/veg/idepi.
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Limited clinical benefit of minority K103N and Y181C-variant detection in addition to routine genotypic resistance testing in antiretroviral therapy-naive patients. AIDS 2014; 28:2231-9. [PMID: 25036184 DOI: 10.1097/qad.0000000000000397] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE The presence of minority nonnucleoside reverse transcriptase inhibitor (NNRTI)-resistant HIV-1 variants prior to antiretroviral therapy (ART) has been linked to virologic failure in treatment-naive patients. DESIGN We performed a large retrospective study to determine the number of treatment failures that could have been prevented by implementing minority drug-resistant HIV-1 variant analyses in ART-naïve patients in whom no NNRTI resistance mutations were detected by routine resistance testing. METHODS Of 1608 patients in the Swiss HIV Cohort Study, who have initiated first-line ART with two nucleoside reverse transcriptase inhibitors (NRTIs) and one NNRTI before July 2008, 519 patients were eligible by means of HIV-1 subtype, viral load and sample availability. Key NNRTI drug resistance mutations K103N and Y181C were measured by allele-specific PCR in 208 of 519 randomly chosen patients. RESULTS Minority K103N and Y181C drug resistance mutations were detected in five out of 190 (2.6%) and 10 out of 201 (5%) patients, respectively. Focusing on 183 patients for whom virologic success or failure could be examined, virologic failure occurred in seven out of 183 (3.8%) patients; minority K103N and/or Y181C variants were present prior to ART initiation in only two of those patients. The NNRTI-containing, first-line ART was effective in 10 patients with preexisting minority NNRTI-resistant HIV-1 variant. CONCLUSION As revealed in settings of case-control studies, minority NNRTI-resistant HIV-1 variants can have an impact on ART. However, the implementation of minority NNRTI-resistant HIV-1 variant analysis in addition to genotypic resistance testing (GRT) cannot be recommended in routine clinical settings. Additional associated risk factors need to be discovered.
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HIV-1 Antiretroviral Drug Resistance in Pregnant Women in Jamaica: A Preliminary Report. W INDIAN MED J 2014; 63:596-600. [PMID: 25803373 DOI: 10.7727/wimj.2014.016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2014] [Accepted: 04/01/2014] [Indexed: 11/18/2022]
Abstract
This preliminary report sought to provide insight into the genetic diversity of human immunodeficiency virus drug resistance (HIVDR) in Jamaica. This was done by investigating the genetic diversity associated with drug resistance in pregnant women living with HIV attending antenatal clinics in Kingston, Jamaica. Blood samples were collected and viral RNA were extracted and analysed. The protease and reverse transcriptase (Pro-RT) genes were amplified using the nested polymerase chain reaction (PCR) method. Polymerase chain reaction amplicons were obtained for nine of 16 patients (56%), of which five (55%) were antiretroviral (ARV) drug naïve and four (45%) were treatment experienced. Three minor protease resistant-conferring mutations (A71AT, A71V, A71T) and five mutations conferring high to low-level resistance (K219EK, T69S, K103S, G190A and K103N) were detected in the RT region. More than 50% of the resistance mutations found were detected in ARV drug naïve individuals, implying that viruses are being transmitted with the ARV resistance. These preliminary results will inform the health practitioners of the level of drug resistance that is being transmitted as well as strengthen the need to initiate a national baseline survey on HIVDR in Jamaica.
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Yu X, Weber IT, Harrison RW. Prediction of HIV drug resistance from genotype with encoded three-dimensional protein structure. BMC Genomics 2014; 15 Suppl 5:S1. [PMID: 25081370 PMCID: PMC4120140 DOI: 10.1186/1471-2164-15-s5-s1] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Drug resistance has become a severe challenge for treatment of HIV infections. Mutations accumulate in the HIV genome and make certain drugs ineffective. Prediction of resistance from genotype data is a valuable guide in choice of drugs for effective therapy. RESULTS In order to improve the computational prediction of resistance from genotype data we have developed a unified encoding of the protein sequence and three-dimensional protein structure of the drug target for classification and regression analysis. The method was tested on genotype-resistance data for mutants of HIV protease and reverse transcriptase. Our graph based sequence-structure approach gives high accuracy with a new sparse dictionary classification method, as well as support vector machine and artificial neural networks classifiers. Cross-validated regression analysis with the sparse dictionary gave excellent correlation between predicted and observed resistance. CONCLUSION The approach of encoding the protein structure and sequence as a 210-dimensional vector, based on Delaunay triangulation, has promise as an accurate method for predicting resistance from sequence for drugs inhibiting HIV protease and reverse transcriptase.
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Affiliation(s)
- Xiaxia Yu
- Department of Computer Science, Georgia State University, 34 Peachtree Street, Atlanta, GA 30303, USA
| | - Irene T Weber
- Department of Biology, Georgia State University, Petit Science Center, Atlanta, GA 30303, USA
| | - Robert W Harrison
- Department of Computer Science, Georgia State University, 34 Peachtree Street, Atlanta, GA 30303, USA
- Department of Biology, Georgia State University, Petit Science Center, Atlanta, GA 30303, USA
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Boillat-Blanco N, Darling KEA, Schoni-Affolter F, Vuichard D, Rougemont M, Fulchini R, Bernasconi E, Aouri M, Clerc O, Furrer H, Günthard HF, Cavassini M. Virological outcome and management of persistent low-level viraemia in HIV-1-infected patients: 11 years of the Swiss HIV Cohort Study. Antivir Ther 2014; 20:165-75. [PMID: 24964403 DOI: 10.3851/imp2815] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/06/2014] [Indexed: 10/25/2022]
Abstract
BACKGROUND Management of persistent low-level viraemia (pLLV) in patients on combined antiretroviral therapy (cART) with previously undetectable HIV viral loads (VLs) is challenging. We examined virological outcome and management among patients enrolled in the Swiss HIV Cohort Study (SHCS). METHODS In this retrospective study (2000-2011), pLLV was defined as a VL of 21-400 copies/ml on ≥ three consecutive plasma samples with ≥8 weeks between first and last analyses, in patients undetectable for ≥24 weeks on cART. Control patients had ≥ three consecutive undetectable VLs over ≥32 weeks. Virological failure (VF), analysed in the pLLV patient group, was defined as a VL>400 copies/ml. RESULTS Among 9,972 patients, 179 had pLLV and 5,389 were controls. Compared to controls, pLLV patients were more often on unboosted protease inhibitor (PI)-based (adjusted odds ratio [aOR; 95% CI] 3.2 [1.8, 5.9]) and nucleoside/nucleotide reverse transcriptase inhibitor (NRTI)-only combinations (aOR 2.1 [1.1, 4.2]) than on non-nucleoside reverse transcriptase inhibitor and boosted PI-based regimens. At 48 weeks, 102/155 pLLV patients (66%) still had pLLV, 19/155 (12%) developed VF and 34/155 (22%) had undetectable VLs. Predictors of VF were previous VF (aOR 35 [3.8, 315]), unboosted PI-based (aOR 12.8 [1.7, 96]) or NRTI-only combinations (aOR 115 [6.8, 1,952]), and VLs>200 during pLLV (aOR 3.7 [1.1, 12]). No VF occurred in patients with persistent very LLV (21-49 copies/ml; n=26). At 48 weeks, 29/39 patients (74%) who changed cART had undetectable VLs, compared with 19/74 (26%) without change (P<0.001). CONCLUSIONS Among patients with pLLV, VF was predicted by previous VF, cART regimen and VL≥200. Most patients who changed cART had undetectable VLs 48 weeks later. These findings support cART modification for pLLV>200 copies/ml.
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Affiliation(s)
- Noémie Boillat-Blanco
- Infectious Diseases Service, Department of Medicine, University Hospital and University of Lausanne, Lausanne, Switzerland
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Tupinambás U, Duani H, Martins AVC, Aleixo AW, Greco DB. Transmitted human immunodeficiency virus-1 drug resistance in a cohort of men who have sex with men in Belo Horizonte, Brazil--1996-2012. Mem Inst Oswaldo Cruz 2014; 108:470-5. [PMID: 23828000 DOI: 10.1590/s0074-0276108042013012] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2012] [Accepted: 04/09/2013] [Indexed: 11/22/2022] Open
Abstract
The presence of transmitted human immunodeficiency virus (HIV)-1 drug-resistance (TDR) at the time of antiretroviral therapy initiation is associated with failure to achieve viral load (VL) suppression. Here, we report TDR surveillance in a specific population of men who have sex with men (MSM) in Belo Horizonte, Brazil. In this study, the rate of TDR was evaluated in 64 HIV-infected individuals from a cohort of MSM between 1996-June 2012. Fifty-four percent had a documented recent HIV infection, with a seroconversion time of less than 12 months. The median CD4+T lymphocyte count and VL were 531 cells/mm3 and 17,746 copies/mL, respectively. Considering the surveillance drug resistance mutation criteria, nine (14.1%) patients presented TDR, of which three (4.7%), five (7.8%) and four (6.2%) had protease inhibitors, resistant against nucleos(t)ide transcriptase inhibitors and against non-nucleoside reverse-transcriptase inhibitors mutations, respectively. Two of the patients had multi-drug-resistant HIV-1. The most prevalent viral subtype was B (44, 68.8%), followed by subtype F (11, 17.2%). This study shows that TDR may vary according to the population studied and it may be higher in clusters of MSM.
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Affiliation(s)
- Unaí Tupinambás
- Departamento de Clínica Médica, Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brasil.
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[GeSIDA/National AIDS Plan: Consensus document on antiretroviral therapy in adults infected by the human immunodeficiency virus (Updated January 2014)]. Enferm Infecc Microbiol Clin 2014; 32:446.e1-42. [PMID: 24953253 DOI: 10.1016/j.eimc.2014.02.019] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2014] [Accepted: 02/18/2014] [Indexed: 02/01/2023]
Abstract
OBJECTIVE This consensus document is an update of combined antiretroviral therapy (cART) guidelines for HIV-1 infected adult patients. METHODS To formulate these recommendations a panel composed of members of the Grupo de Estudio de Sida and the Plan Nacional sobre el Sida reviewed the efficacy and safety advances in clinical trials, cohort and pharmacokinetic studies published in medical journals (PubMed and Embase) or presented in medical scientific meetings. Recommendations strength and the evidence in which they are supported are based on modified criteria of the Infectious Diseases Society of America. RESULTS In this update, antiretroviral therapy (ART) is recommended for all patients infected by type 1 human immunodeficiency virus (HIV-1). The strength and grade of the recommendation varies with the clinical circumstances: CDC stage B or C disease (A-I), asymptomatic patients (depending on the CD4+ T-lymphocyte count: <350cells/μL, A-I; 350-500 cells/μL, A-II, and >500 cells/μL, B-III), comorbid conditions (HIV nephropathy, chronic hepatitis caused by HBV or HCV, age >55years, high cardiovascular risk, neurocognitive disorders, and cancer, A-II), and prevention of transmission of HIV (mother-to-child or heterosexual, A-I; men who have sex with men, A-III). The objective of ART is to achieve an undetectable plasma viral load. Initial ART should always comprise a combination of 3 drugs, including 2 nucleoside reverse transcriptase inhibitors and a third drug from a different family (non-nucleoside reverse transcriptase inhibitor, protease inhibitor, or integrase inhibitor). Some of the possible initial regimens have been considered alternatives. This update presents the causes and criteria for switching ART in patients with undetectable plasma viral load and in cases of virological failure where rescue ART should comprise 2 or 3 drugs that are fully active against the virus. An update is also provided for the specific criteria for ART in special situations (acute infection, HIV-2 infection, and pregnancy) and with comorbid conditions (tuberculosis or other opportunistic infections, kidney disease, liver disease, and cancer). CONCLUSIONS These new guidelines updates previous recommendations related to cART (when to begin and what drugs should be used), how to monitor and what to do in case of viral failure or drug adverse reactions. cART specific criteria in comorbid patients and special situations are equally updated.
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Avila D, Keiser O, Egger M, Kouyos R, Böni J, Yerly S, Klimkait T, Vernazza PL, Aubert V, Rauch A, Bonhoeffer S, Günthard HF, Stadler T, Spycher BD. Social meets molecular: Combining phylogenetic and latent class analyses to understand HIV-1 transmission in Switzerland. Am J Epidemiol 2014; 179:1514-25. [PMID: 24821749 DOI: 10.1093/aje/kwu076] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Switzerland has a complex human immunodeficiency virus (HIV) epidemic involving several populations. We examined transmission of HIV type 1 (HIV-1) in a national cohort study. Latent class analysis was used to identify socioeconomic and behavioral groups among 6,027 patients enrolled in the Swiss HIV Cohort Study between 2000 and 2011. Phylogenetic analysis of sequence data, available for 4,013 patients, was used to identify transmission clusters. Concordance between sociobehavioral groups and transmission clusters was assessed in correlation and multiple correspondence analyses. A total of 2,696 patients were infected with subtype B, 203 with subtype C, 196 with subtype A, and 733 with recombinant subtypes (mainly CRF02_AG and CRF01_AE). Latent class analysis identified 8 patient groups. Most transmission clusters of subtype B were shared between groups of gay men (groups 1-3) or between the heterosexual groups "heterosexual people of lower socioeconomic position" (group 4) and "injection drug users" (group 8). Clusters linking homosexual and heterosexual groups were associated with "older heterosexual and gay people on welfare" (group 5). "Migrant women in heterosexual partnerships" (group 6) and "heterosexual migrants on welfare" (group 7) shared non-B clusters with groups 4 and 5. Combining approaches from social and molecular epidemiology can provide insights into HIV-1 transmission and inform the design of prevention strategies.
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Hill AM, Moecklinghoff C, DeMasi R. When can HIV clinical trials detect treatment effects on drug resistance? Int J STD AIDS 2014; 26:268-78. [PMID: 24874537 DOI: 10.1177/0956462414536885] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Methods of sampling patients for resistance testing, and statistical analyses of HIV drug resistance, have not been standardised in HIV clinical trials. We analysed methods of genotyping and rates of treatment-emergent drug resistance from 27 clinical trials identified from a MEDLINE search. Sample size calculations were conducted using NQUERY software, assuming 5% significance level, 80% power and 1:1 randomisation. The percentage of patients with treatment-emergent IAS-USA mutations after 96 weeks ranged from 1.8% to 9.1% for first-line 2NRTI/NNRTI treatments, 0.6% to 6.3% for first-line 2NRTI/PI/r treatments and 0.0% to 2.0% in switch trials of boosted PIs. The prevalence of drug resistance was higher in trials with no screening for drug resistance at baseline, where the HIV RNA cut-off for genotyping was >50 copies/mL, where patients were tested for drug resistance after discontinuation of treatment, and where follow-up times were 96 weeks or longer. HIV clinical trials could be designed to detect differences in the risk of HIV drug resistance between treatments, as an analysis supporting HIV RNA suppression as the primary endpoint. However, this would require a standardised approach, with intent-to-treat analyses, testing of all samples with HIV RNA>50 copies/mL and genotyping after drug discontinuation.
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Affiliation(s)
- Andrew M Hill
- Pharmacology and Therapeutics, University of Liverpool, Liverpool, UK
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84
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Phenotypic Susceptibility Assays for Human Immunodeficiency Virus Type 1. Antiviral Res 2014. [DOI: 10.1128/9781555815493.ch16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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85
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Simen BB, Braverman MS, Abbate I, Aerssens J, Bidet Y, Bouchez O, Gabriel C, Izopet J, Kessler HH, Stelzl E, Di Giallonardo F, Schlapbach R, Radonic A, Paredes R, Recordon-Pinson P, Sakwa J, St John EP, Schmitz-Agheguian GG, Metzner KJ, Däumer MP. An international multicenter study on HIV-1 drug resistance testing by 454 ultra-deep pyrosequencing. J Virol Methods 2014; 204:31-7. [PMID: 24731928 DOI: 10.1016/j.jviromet.2014.04.007] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2013] [Revised: 03/31/2014] [Accepted: 04/04/2014] [Indexed: 10/25/2022]
Abstract
The detection of mutant spectra within the viral quasispecies is critical for therapeutic management of HIV-1 infections. Routine clinical application of ultrasensitive genotyping requires reproducibility and concordance within and between laboratories. The goal of the study was to evaluate a new protocol on HIV-1 drug resistance testing by 454 ultra-deep pyrosequencing (454-UDS) in an international multicenter study. Sixteen blinded HIV-1 subtype B samples were provided for 454-UDS as both RNA and cDNA with viral titers of 88,600-573,000 HIV-1 RNA copies/ml. Eight overlapping amplicons spanning protease (PR) codons 10-99 and reverse transcriptase (RT) codons 1-251 were generated using molecular barcoded primers. 454-UDS was performed using the 454 Life Sciences/Roche GS FLX platform. PR and RT sequences were analyzed using 454 Life Sciences Amplicon Variant Analyzer (AVA) software. Quantified variation data were analyzed for intra-laboratory reproducibility and inter-laboratory concordance. Routine population sequencing was performed using the ViroSeq HIV-1 genotyping system. Eleven laboratories and the reference laboratory 454 Life Sciences sequenced the HIV-1 sample set. Data presented are derived from seven laboratories and the reference laboratory since severe study protocol execution errors occurred in four laboratories leading to exclusion. The median sequencing depth across all sites was 1364 reads per position (IQR=809-2065). 100% of the ViroSeq-reported mutations were also detected by 454-UDS. Minority HIV-1 drug resistance mutations, defined as HIV-1 drug resistance mutations identified at frequencies of 1-25%, were only detected by 454-UDS. Analysis of 10 preselected majority and minority mutations were consistently found across sites. The analysis of drug-resistance mutations detected between 1 and 10% demonstrated high intra- and inter-laboratory consistency in frequency estimates for both RNA and prepared cDNA samples, indicating robustness of the method. HIV-1 drug resistance testing using 454 ultra-deep pyrosequencing results in an accurate and highly reproducible, albeit complex, approach to the analysis of HIV-1 mutant spectra, even at frequencies well below those detected by routine population sequencing.
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Affiliation(s)
| | | | - Isabella Abbate
- National Institute for Infectious Diseases "L. Spallanzani, Rome, Italy
| | - Jeroen Aerssens
- Janssen Infectious Diseases - Diagnostics bvba, Beerse, Belgium
| | - Yannick Bidet
- Centre Jean Perrin/Clermont University, Clermont-Ferrand, France
| | | | | | - Jacques Izopet
- INSERM U1043 and Virology Laboratory, CHU Toulouse, Toulouse, France
| | | | | | - Francesca Di Giallonardo
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Ralph Schlapbach
- Functional Genomics Center Zurich, University of Zurich, ETH Zurich, Zurich, Switzerland
| | | | | | | | - James Sakwa
- TIA-National Genomics Platform, Durban, South Africa
| | | | | | - Karin J Metzner
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.
| | - Martin P Däumer
- Institute of Immunology and Genetics, Kaiserslautern, Germany
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86
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Wyles DL, Gutierrez JA. Importance of HCV genotype 1 subtypes for drug resistance and response to therapy. J Viral Hepat 2014; 21:229-40. [PMID: 24597691 DOI: 10.1111/jvh.12230] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2013] [Accepted: 12/12/2013] [Indexed: 12/11/2022]
Abstract
The treatment for patients infected with hepatitis C virus (HCV) genotype 1 has undergone major changes with the availability of direct-acting antivirals. Triple therapy, containing telaprevir or boceprevir, first-wave NS3 protease inhibitors, in combination with peginterferon and ribavirin, improved rates of sustained virologic response compared with peginterferon and ribavirin alone in patients with HCV genotype 1. However, the development of drug-resistant variants is a concern. In patients treated with telaprevir or boceprevir, different patterns of resistance are observed for the two major HCV genotype 1 subtypes, 1a and 1b. Genotype 1b is associated with a lower rate of resistant variant selection and better response to triple therapy compared with genotype 1a. Similar subtype-specific patterns have been observed for investigational direct-acting antivirals, including second-wave NS3 protease inhibitors, NS5A inhibitors and non-nucleoside NS5B inhibitors. This review explores resistance to approved and investigational direct-acting antivirals for the treatment of HCV, focusing on the differences between genotype 1a and genotype 1b. Finally, given the importance of HCV genotype 1 subtype on resistance and treatment outcomes, clinicians must also be aware of the tests currently available for genotype subtyping and their limitations.
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Affiliation(s)
- D L Wyles
- Division of Infectious Diseases, University of California, San Diego, CA, USA
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87
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Masimba P, Gare J, Klimkait T, Tanner M, Felger I. Development of a simple microarray for genotyping HIV-1 drug resistance mutations in the reverse transcriptase gene in rural Tanzania. Trop Med Int Health 2014; 19:664-671. [DOI: 10.1111/tmi.12289] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Pax Masimba
- Swiss Tropical and Public Health Institute; University of Basel; Switzerland
- University of Basel; Basel Switzerland
- Muhimbili University of Health and Allied Sciences; Dar es Salaam Tanzania
| | - Janet Gare
- Swiss Tropical and Public Health Institute; University of Basel; Switzerland
- University of Basel; Basel Switzerland
| | - Thomas Klimkait
- University of Basel; Basel Switzerland
- Department Biomedicine; University of Basel; Switzerland
| | - Marcel Tanner
- Swiss Tropical and Public Health Institute; University of Basel; Switzerland
- University of Basel; Basel Switzerland
| | - Ingrid Felger
- Swiss Tropical and Public Health Institute; University of Basel; Switzerland
- University of Basel; Basel Switzerland
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CYP2B6 18492T->C polymorphism compromises efavirenz concentration in coinfected HIV and tuberculosis patients carrying CYP2B6 haplotype *1/*1. Antimicrob Agents Chemother 2014; 58:2268-73. [PMID: 24492364 DOI: 10.1128/aac.02384-13] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Data regarding the effect of the CYP2B6 18492T→C polymorphism on plasma efavirenz concentrations and 96-week virologic responses in patients coinfected with HIV and tuberculosis (TB) are still unavailable. A total of 139 antiretroviral-naive HIV-infected adults with active TB were prospectively enrolled to receive efavirenz 600 mg-tenofovir 300 mg-lamivudine 300 mg. Eight single nucleotide polymorphisms (SNPs) within CYP2B6 were genotyped. Seven SNPs, including 64C→T, 499C→G, 516G→T, 785A→G, 1375A→G, 1459C→T, and 21563C→T, were included for CYP2B6 haplotype determination. The CYP2B6 18492T→C polymorphism was studied in 48 patients who carried haplotype *1/*1. At 12 and 24 weeks after antiretroviral therapy, plasma efavirenz concentrations at 12 h after dosing were measured. Plasma HIV RNA was monitored every 12 weeks for 96 weeks. Of 48 patients {body weight [mean±standard deviation (SD)], 56±10 kg}, 77% received a rifampin-containing anti-TB regimen. No drug resistance-associated mutation was detected at baseline. The frequencies of the wild type (18492TT) and the heterozygous (18492TC) and homozygous (18492CC) mutants of the CYP2B6 18492T→C polymorphism were 39%, 42%, and 19%, respectively. At 12 weeks, mean (±SD) efavirenz concentrations of patients who carried the 18492TT, 18492TC, and 18492CC mutants were 2.8±1.6, 1.7±0.9, and 1.4±0.5 mg/liter, respectively (P=0.005). At 24 weeks, the efavirenz concentrations of the corresponding groups were 2.4±0.8, 1.7±0.8, and 1.2±0.4 mg/liter, respectively (P=0.003). A low efavirenz concentration was independently associated with 18492T→C (β=-0.937, P=0.004) and high body weight (β=-0.032, P=0.046). At 96 weeks, 19%, 17%, and 28% of patients carrying the 18492TT, 18492TC, and 18492CC mutants, respectively, had plasma HIV RNA levels of >40 copies/ml and developed efavirenz-associated mutations (P=0.254). In summary, the CYP2B6 18492T→C polymorphism compromises efavirenz concentrations in patients who carry CYP2B6 haplotype *1/*1 and are coinfected with HIV and tuberculosis.
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Bellecave P, Recordon-Pinson P, Papuchon J, Vandenhende MA, Reigadas S, Tauzin B, Fleury H. Detection of low-frequency HIV type 1 reverse transcriptase drug resistance mutations by ultradeep sequencing in naive HIV type 1-infected individuals. AIDS Res Hum Retroviruses 2014; 30:170-3. [PMID: 23895115 DOI: 10.1089/aid.2013.0130] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Genotypic resistance testing is recommended to evaluate the susceptibility of HIV to antiretroviral drugs. These tests are based on bulk population sequencing and thus consider only variants representing more than 20% of the viral population, whereas next generation sequencing methods allow detection below this threshold. We aimed to evaluate the potential use of ultradeep pyrosequencing (UDPS) for genotypic resistance testing in clinical routine at the University Hospital of Bordeaux, France. We performed UDPS on reverse transcriptase (RT) from 47 HIV-1 individuals, naive of antiretroviral treatment and for whom genotypic resistance testing was requested for clinical management in 2011-2012. In 8.5% of the patients, only low-frequency variants harboring RT drug resistance mutations were detected raising the question of their clinical significance. Rilpivirine-associated resistance mutations were detected in 19.1% of our population study. To conclude, UDPS could become a routine tool for the evaluation of HIV-infected patients in hospital laboratories.
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Affiliation(s)
- Pantxika Bellecave
- Laboratoire MFP UMR 5234, Université Bordeaux Segalen, Bordeaux, France
- Laboratoire de Virologie, Centre Hospitalier Universitaire de Bordeaux, Bordeaux, France
| | - Patricia Recordon-Pinson
- Laboratoire MFP UMR 5234, Université Bordeaux Segalen, Bordeaux, France
- Laboratoire de Virologie, Centre Hospitalier Universitaire de Bordeaux, Bordeaux, France
| | - Jennifer Papuchon
- Laboratoire MFP UMR 5234, Université Bordeaux Segalen, Bordeaux, France
- Laboratoire de Virologie, Centre Hospitalier Universitaire de Bordeaux, Bordeaux, France
| | - Marie-Anne Vandenhende
- Laboratoire MFP UMR 5234, Université Bordeaux Segalen, Bordeaux, France
- Laboratoire de Virologie, Centre Hospitalier Universitaire de Bordeaux, Bordeaux, France
| | - Sandrine Reigadas
- Laboratoire MFP UMR 5234, Université Bordeaux Segalen, Bordeaux, France
- Laboratoire de Virologie, Centre Hospitalier Universitaire de Bordeaux, Bordeaux, France
| | - Brigitte Tauzin
- Laboratoire de Virologie, Centre Hospitalier Universitaire de Bordeaux, Bordeaux, France
| | - Hervé Fleury
- Laboratoire MFP UMR 5234, Université Bordeaux Segalen, Bordeaux, France
- Laboratoire de Virologie, Centre Hospitalier Universitaire de Bordeaux, Bordeaux, France
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90
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Imade GE, Sagay AS, Chaplin B, Chebu P, Musa J, Okpokwu J, Hamel DJ, Pam IC, Agbaji O, Samuels J, Meloni S, Sankale JL, Okonkwo P, Kanki P. Short communication: Transmitted HIV drug resistance in antiretroviral-naive pregnant women in north central Nigeria. AIDS Res Hum Retroviruses 2014; 30:127-33. [PMID: 24164431 DOI: 10.1089/aid.2013.0074] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
The World Health Organization (WHO) recommends periodic surveillance of transmitted drug resistance (TDR) in communities in which antiretroviral therapy (ART) has been scaled-up for greater than 3 years. We conducted a survey of TDR mutations among newly detected HIV-infected antiretroviral (ARV)-naive pregnant women. From May 2010 to March 2012, 38 ARV-naive pregnant women were recruited in three hospitals in Jos, Plateau state, north central Nigeria. Eligible subjects were recruited using a modified version of the binomial sequential sampling technique recommended by WHO. HIV-1 genotyping was performed and HIV-1 drug resistance mutations were characterized according to the WHO 2009 surveillance drug resistance mutation (SDRM) list. HIV subtypes were determined by phylogenetic analysis. The women's median age was 25.5 years; the median CD4(+) cell count was 317 cells/μl and the median viral load of 16 was 261 copies/ml. Of the 38 samples tested, 34 (89%) were successfully genotyped. The SDRM rate was <5% for all ART drug classes, with 1/34 (2.9%) for NRTIs/NNRTIs and none for protease inhibitors 0/31 (0%). The specific SDRMs detected were M41L for nucleoside reverse transcriptase inhibitors (NRTIs) and G190A for nonnucleoside reverse transcriptase inhibitors (NNRTIs). HIV-1 subtypes detected were CRF02_AG (38.2%), G' (41.2%), G (14.7%), CRF06-CPX (2.9%), and a unique AG recombinant form (2.9%). The single ARV-native pregnant woman with SDRMs was infected with HIV-1 subtype G'. Access to ART has been available in the Jos area for over 8 years. The prevalence of TDR lower than 5% suggests proper ART administration, although continued surveillance is warranted.
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Affiliation(s)
- Godwin E. Imade
- Jos University Teaching Hospital (JUTH), APIN Centre, Jos, Nigeria
- Department of Obstetrics and Gynecology, Faculty of Medical Sciences, University of Jos, Jos, Nigeria
| | - Atiene S. Sagay
- Jos University Teaching Hospital (JUTH), APIN Centre, Jos, Nigeria
- Department of Obstetrics and Gynecology, Faculty of Medical Sciences, University of Jos, Jos, Nigeria
| | - Beth Chaplin
- Harvard School of Public Health, Boston, Massachusetts
| | - Philippe Chebu
- Jos University Teaching Hospital (JUTH), APIN Centre, Jos, Nigeria
| | - Jonah Musa
- Jos University Teaching Hospital (JUTH), APIN Centre, Jos, Nigeria
| | - Jonathan Okpokwu
- Jos University Teaching Hospital (JUTH), APIN Centre, Jos, Nigeria
| | | | - Ishaya C. Pam
- Department of Obstetrics and Gynecology, Faculty of Medical Sciences, University of Jos, Jos, Nigeria
| | - Oche Agbaji
- Jos University Teaching Hospital (JUTH), APIN Centre, Jos, Nigeria
| | - Jay Samuels
- AIDS Prevention Initiative in Nigeria Ltd, Abuja, Nigeria
| | - Seema Meloni
- Harvard School of Public Health, Boston, Massachusetts
| | | | | | - Phyllis Kanki
- Harvard School of Public Health, Boston, Massachusetts
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91
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Chaillon A, Gianella S, Vazquez H, Ignacio C, Zweig AC, Richman DD, Smith DM. Novel codon insert in HIV type 1 clade B reverse transcriptase associated with low-level viremia during antiretroviral therapy. AIDS Res Hum Retroviruses 2014; 30:165-9. [PMID: 24020934 DOI: 10.1089/aid.2013.0202] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
We investigated the pol genotype in two phylogenetically and epidemiologically linked partners, who were both experiencing persistent low-level viremia during antiretroviral therapy. In one partner we identified a new residue insertion between codon 248 and 249 of the HIV-1 RNA reverse transcriptase (RT) coding region (HXB2 numbering). We then investigated the potential impact of identified mutations in RT and antiretroviral binding affinity using a novel computational approach.
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Affiliation(s)
- Antoine Chaillon
- University of California, San Diego, La Jolla, California
- Inserm UMR U966, Tours, France
| | - Sara Gianella
- University of California, San Diego, La Jolla, California
| | - Homero Vazquez
- University of California, San Diego, La Jolla, California
| | | | - Adam C. Zweig
- Scripps Clinic and Research Foundation, La Jolla, California
| | - Douglas D. Richman
- University of California, San Diego, La Jolla, California
- Veterans Affairs San Diego Healthcare System, San Diego, California
| | - Davey M. Smith
- University of California, San Diego, La Jolla, California
- Veterans Affairs San Diego Healthcare System, San Diego, California
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92
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Kleyn TJ, Liedtke MD, Harrison DL, Lockhart SM, Salvaggio MR, Ripley TL, Rathbun RC. Incidence of Transmitted Antiretroviral Drug Resistance in Treatment-Naive HIV-1-Infected Persons in a Large South Central United States Clinic. Ann Pharmacother 2014; 48:470-5. [DOI: 10.1177/1060028013519246] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Background: Transmitted drug resistance (TDR) can limit effective treatment options to antiretroviral-naive HIV-infected persons and increase the risk of treatment failure. Limited estimates of TDR have been reported from the South Central United States. Objective: To describe the incidence of TDR in Oklahoma and to examine whether TDR rates have increased with time. Methods: This was a retrospective observational study of antiretroviral-naive patients at the Infectious Diseases Institute, a large infectious diseases clinic in Oklahoma City, Oklahoma, who had received baseline antiretroviral resistance testing. Mutations were screened using the 2011 International Antiviral Society-USA Drug Resistance Mutation (DRM) update, and categorized using the 2009 World Health Organization (WHO) Surveillance Drug Resistance Mutation (SDRM) list. Results: Genotypic sequences from 428 patients revealed a 6.0% to 13.6% incidence of SDRMs between 2007 and 2011, though no progression in the frequency was apparent during the study period. Primary DRMs were detected in 12.6% of the sampled patients, most commonly involving nonnucleoside reverse transcriptase inhibitors (NNRTIs; 8.2%), followed by protease inhibitors (PIs; 3.5%) and nucleoside reverse transcriptase inhibitors (NRTIs; 3.3%). The K103N/S and E138A reverse transcriptase mutations were the most common DRMs identified, both present in 3.5% of patients. The L90M mutation was the most frequently observed PI SDRM (1.6%), while the T215C/D/I mutation was the most common NRTI SDRM identified (1.9%). This study was limited by the fact that the WHO SDRM list was last updated in 2009. Conclusions: The frequency of DRMs in central and western Oklahoma is similar to recently reported rates in the United States which lack data from this region. However, the frequency of second-generation NNRTI DRMs (4.4%) suggests the need to closely monitor epidemiologic trends for increasing resistance rates to individual classes of ARVs in order to predict the impact of TDR on therapeutic options.
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Affiliation(s)
| | | | | | - Staci M. Lockhart
- University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | | | - Toni L. Ripley
- University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - R. Chris Rathbun
- University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
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Grossman Z, Schapiro JM, Levy I, Elbirt D, Chowers M, Riesenberg K, Olstein-Pops K, Shahar E, Istomin V, Asher I, Gottessman BS, Shemer Y, Elinav H, Hassoun G, Rosenberg S, Averbuch D, Machleb-Guri K, Kra-Oz Z, Radian-Sade S, Rudich H, Ram D, Maayan S, Agmon-Levin N, Sthoeger Z. Comparable long-term efficacy of Lopinavir/Ritonavir and similar drug-resistance profiles in different HIV-1 subtypes. PLoS One 2014; 9:e86239. [PMID: 24475093 PMCID: PMC3903498 DOI: 10.1371/journal.pone.0086239] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2013] [Accepted: 12/10/2013] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Analysis of potentially different impact of Lopinavir/Ritonavir (LPV/r) on non-B subtypes is confounded by dissimilarities in the conditions existing in different countries. We retrospectively compared its impact on populations infected with subtypes B and C in Israel, where patients infected with different subtypes receive the same treatment. METHODS Clinical and demographic data were reported by physicians. Resistance was tested after treatment failure. Statistical analyses were conducted using SPSS. RESULTS 607 LPV/r treated patients (365 male) were included. 139 had HIV subtype B, 391 C, and 77 other subtypes. At study end 429 (71%) were receiving LPV/r. No significant differences in PI treatment history and in median viral-load (VL) at treatment initiation and termination existed between subtypes. MSM discontinued LPV/r more often than others even when the virologic outcome was good (p = 0.001). VL was below detection level in 81% of patients for whom LPV/r was first PI and in 67% when it was second (P = 0.001). Median VL decrease from baseline was 1.9±0.1 logs and was not significantly associated with subtype. Median CD4 increase was: 162 and 92cells/µl, respectively, for patients receiving LPV/r as first and second PI (P = 0.001), and 175 and 98, respectively, for subtypes B and C (P<0.001). Only 52 (22%) of 237 patients genotyped while under LPV/r were fully resistant to the drug; 12(5%) were partially resistant. In48%, population sequencing did not reveal resistance to any drug notwithstanding the virologic failure. No difference was found in the rates of resistance development between B and C (p = 0.16). CONCLUSIONS Treatment with LPV/r appeared efficient and tolerable in both subtypes, B and C, but CD4 recovery was significantly better in virologically suppressed subtype-B patients. In both subtypes, LPV/r was more beneficial when given as first PI. Mostly, reasons other than resistance development caused discontinuation of treatment.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Hagit Rudich
- National HIV Reference Lab, PHL, MOH, Ramat Gan, Israel
| | - Daniela Ram
- National HIV Reference Lab, PHL, MOH, Ramat Gan, Israel
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Boltz VF, Bao Y, Lockman S, Halvas EK, Kearney MF, McIntyre JA, Schooley RT, Hughes MD, Coffin JM, Mellors JW. Low-frequency nevirapine (NVP)-resistant HIV-1 variants are not associated with failure of antiretroviral therapy in women without prior exposure to single-dose NVP. J Infect Dis 2014; 209:703-10. [PMID: 24443547 DOI: 10.1093/infdis/jit635] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Low-frequency nevirapine (NVP)-resistant variants have been associated with virologic failure (VF) of initial NVP-based combination antiretroviral therapy (cART) in women with prior exposure to single-dose NVP (sdNVP). We investigated whether a similar association exists in women without prior sdNVP exposure. METHODS Pre-cART plasma was analyzed by allele-specific polymerase chain reaction to quantify NVP-resistant mutants in human immunodeficiency virus-infected African women without prior sdNVP who were starting first-line NVP-based cART in the OCTANE/A5208 trial 2. Associations between NVP-resistant mutants and VF or death were determined and compared with published results from women participating in the OCTANE/A5208 trial 1 who had taken sdNVP and initiated NVP-based cART. RESULTS Pre-cART NVP-resistant variants were detected in 18% (39/219) of women without prior sdNVP exposure, compared to 45% (51/114) with prior sdNVP exposure (P < .001). Among women without prior sdNVP exposure, 8 of 39 (21%) with NVP-resistant variants experienced VF or death vs 31 of 180 (17%) without such variants (P = .65); this compares with 21 of 51 (41%) vs 9 of 63 (14%) among women with prior exposure (P = .001). CONCLUSIONS The risk of VF on NVP-based cART from NVP-resistant variants differs between sdNVP-exposed and -unexposed women. This difference may be driven by drug-resistance mutations emerging after sdNVP exposure that are linked on the same viral genome. CLINICAL TRIALS REGISTRATION NCT00089505.
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Affiliation(s)
- Valerie F Boltz
- HIV Drug Resistance Program, National Cancer Institute, Frederick, Maryland
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95
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Richman DD. Editorial Commentary: Extending HIV drug resistance testing to low levels of plasma viremia. Clin Infect Dis 2014; 58:1174-5. [PMID: 24429434 DOI: 10.1093/cid/ciu025] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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96
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Baseline clinical HIV genotypes are a valid measure of transmitted drug resistance within the treatment-naive population. J Acquir Immune Defic Syndr 2014; 64:443-7. [PMID: 24231785 DOI: 10.1097/qai.0b013e3182a4b991] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVE To examine whether baseline clinical genotypes are equivalent to diagnostic serum genotypes for surveillance of HIV transmitted drug resistance (TDR). DESIGN Current HIV TDR surveillance in Canada is conducted through genotyping remnant diagnostic sera from new HIV diagnoses. As part of routine care, baseline genotyping is now conducted on all newly diagnosed HIV infections, with TDR data being generated a second time on the same patients. METHODS Surveillance genotyping, on HIV diagnostic serum, was performed on newly diagnosed HIV cases from 2007 to 2010 in Alberta, Canada. All subjects with a baseline clinical genotype result on file, and no evidence of antiretroviral therapy, were studied further. The HIV sequences from diagnosis and from the first clinical genotype were compared according to elapsed time between testing and by evaluating timing of infection based on BED capture enzyme immunoassay (BED-CEIA, abbreviated as BED in this article). RESULTS Eighty-seven genotype pairs were available for analysis, most of which were subtype B. The time between genotypes ranged from 0 to 755 days, with a median of 36 days and an interquartile range of 155.25 days. Genetic distance between genotypes varied between 0 and 0.03389 substitutions per site and did not correlate with sampling times. There was a tendency for the genotypes of infections classified as recent by BED to be more similar to their clinical genotypes but this effect was lost when adjusted for elapsed time between tests. There was no difference in the identified drug resistance. CONCLUSIONS Baseline clinical genotypes from treatment-naive patients may be used for HIV TDR surveillance.
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97
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The 2013 Clinical Guidelines for the Diagnosis and Treatment of HIV/AIDS in HIV-Infected Koreans. Infect Chemother 2013; 45:455-61. [PMID: 24475362 PMCID: PMC3902823 DOI: 10.3947/ic.2013.45.4.455] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2013] [Indexed: 01/11/2023] Open
Abstract
While a variety of clinical guidelines for the diagnosis and treatment of HIV/AIDS are used extensively around the world, the implementation of such guidelines is not assured in Korea due to constraints with respect to the diagnostic tests and antiretroviral drugs currently available in the country. Consequently, the Committee for Clinical Guidelines for the Diagnosis and Treatment of HIV/AIDS of the Korean Society for AIDS was founded in 2010, and the first edition of the Korean guidelines was published a year later. However, due to the rapid discovery of new data in the field of HIV and the evolution of the clinical environment in Korea in the last few years, it has become necessary to revise the first set of guidelines. This guideline aims to provide comprehensive information regarding the diagnosis and management of HIV/AIDS in Korea. The recommendations contain important information for physicians working with HIV/AIDS in the clinical field. A brief summary of the revised guidelines and key changes to the original version of the guidelines are summarized below.
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98
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Yu X, Weber IT, Harrison RW. Sparse Representation for Prediction of HIV-1 Protease Drug Resistance. PROCEEDINGS OF THE ... SIAM INTERNATIONAL CONFERENCE ON DATA MINING. SIAM INTERNATIONAL CONFERENCE ON DATA MINING 2013; 2013:342-349. [PMID: 24910813 DOI: 10.1137/1.9781611972832.38] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
HIV rapidly evolves drug resistance in response to antiviral drugs used in AIDS therapy. Estimating the specific resistance of a given strain of HIV to individual drugs from sequence data has important benefits for both the therapy of individual patients and the development of novel drugs. We have developed an accurate classification method based on the sparse representation theory, and demonstrate that this method is highly effective with HIV-1 protease. The protease structure is represented using our newly proposed encoding method based on Delaunay triangulation, and combined with the mutated amino acid sequences of known drug-resistant strains to train a machine-learning algorithm both for classification and regression of drug-resistant mutations. An overall cross-validated classification accuracy of 97% is obtained when trained on a publically available data base of approximately 1.5×104 known sequences (Stanford HIV database http://hivdb.stanford.edu/cgi-bin/GenoPhenoDS.cgi). Resistance to four FDA approved drugs is computed and comparisons with other algorithms demonstrate that our method shows significant improvements in classification accuracy.
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Affiliation(s)
- Xiaxia Yu
- Department of Computer Science, Georgia State University
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99
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Noguera-Julian M, Casadellà M, Pou C, Rodríguez C, Pérez-Álvarez S, Puig J, Clotet B, Paredes R. Stable HIV-1 integrase diversity during initial HIV-1 RNA decay suggests complete blockade of plasma HIV-1 replication by effective raltegravir-containing salvage therapy. Virol J 2013; 10:350. [PMID: 24304606 PMCID: PMC3867623 DOI: 10.1186/1743-422x-10-350] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2013] [Accepted: 11/27/2013] [Indexed: 05/12/2023] Open
Abstract
Background There is legitimate concern that minority drug-resistant mutants may be selected during the initial HIV-1 RNA decay phase following antiretroviral therapy initiation, thus undermining efficacy of treatment. The goal of this study was to characterize viral resistance emergence and address viral population evolution during the first phase of viral decay after treatment containing initiation. Findings 454 sequencing was used to characterize viral genetic diversity and polymorphism composition of the HIV-1 integrase gene during the first two weeks following initiation of raltegravir-containing HAART in four ART-experienced subjects. No low-prevalence Raltegravir (RAL) drug resistance mutations (DRM) were found at baseline. All patients undergoing treatment received a fully active ART according to GSS values (GSS ≥ 3.5). No emergence of DRM after treatment initiation was detected. Longitudinal analysis showed no evidence of any other polymorphic mutation emergence or variation in viral diversity indexes. Conclusions This suggests that fully active salvage antiretroviral therapy including raltegravir achieves a complete blockade of HIV-1 replication in plasma. It is unlikely that raltegravir-resistant HIV-1 may be selected in plasma during the early HIV-1 RNA decay after treatment initiation if the administered therapy is active enough.
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Affiliation(s)
- Marc Noguera-Julian
- IrsiCaixa AIDS Research Institute-HIVACAT, Hospital Universitari Germans Trias I Pujol, Ctra de Canyet s/n, Badalona 08916, Catalonia, Spain.
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Ripamonti D, Bombana E, Rizzi M. Rilpivirine: drug profile of a second-generation non-nucleoside reverse transcriptase HIV-inhibitor. Expert Rev Anti Infect Ther 2013; 12:13-29. [DOI: 10.1586/14787210.2014.863708] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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