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1.
PLoS One ; 13(12): e0204099, 2018.
Article in English | MEDLINE | ID: mdl-30586365

ABSTRACT

Detailed clonal phenotypic/genotypic analyses explored viral-escape mechanisms during maraviroc-based therapy in highly treatment-experienced participants from the MOTIVATE trials. To allow real-time assessment of samples while maintaining a blind trial, the first 267 enrolled participants were selected for evaluation. At failure, plasma samples from 20/50 participants (16/20 maraviroc-treated) with CXCR4-using virus and all 38 (13 maraviroc-treated) with CCR5-tropic virus were evaluated. Of those maraviroc-treated participants with CXCR4-using virus at failure, genotypic and phenotypic clonal tropism determinations showed >90% correspondence in 14/16 at Day 1 and 14/16 at failure. Phylogenetic analysis of clonal sequences detected pre-treatment progenitor CXCR4-using virus, or on-treatment virus highly divergent from the Day 1 R5 virus, excluding possible co-receptor switch through maraviroc-mediated evolution. Re-analysis of pre-treatment samples using the enhanced-sensitivity Trofile® assay detected CXCR4-using virus pre-treatment in 16/20 participants failing with CXCR4-using virus. Post-maraviroc reversion of CXCR4-use to CCR5-tropic occurred in 7/8 participants with follow-up, suggesting selective maraviroc inhibition of CCR5-tropic variants in a mixed-tropic viral population, not emergence of de novo mutations in CCR5-tropic virus, as the main virologic escape mechanism. Maraviroc-resistant CCR5-tropic virus was observed in plasma from 5 treated participants with virus displaying reduced maximal percent inhibition (MPI) but no evidence of IC50 change. Env clones with reduced MPI showed 1-5 amino acid changes specific to each V3-loop region of env relative to Day 1. However, transferring on-treatment resistance-associated changes using site-directed mutagenesis did not always establish resistance in Day 1 virus, and key 'signature' mutation patterns associated with reduced susceptibility to maraviroc were not identified. Evolutionary divergence of the CXCR4-using viruses is confirmed, emphasizing natural selection not influenced directly by maraviroc; maraviroc simply unmasks pre-existing lineages by inhibiting the R5 virus. For R5-viral failure, resistance development through drug selection pressure was uncommon and manifested through reduced MPI and with virus strain-specific mutational patterns.


Subject(s)
Genotype , HIV Infections/drug therapy , HIV Infections/genetics , HIV-1/genetics , Maraviroc/administration & dosage , Phylogeny , Viral Tropism/genetics , Adult , Female , HIV Infections/pathology , Humans , Male , Maraviroc/adverse effects , Middle Aged , Treatment Failure , Viral Tropism/drug effects
2.
AIDS Res Hum Retroviruses ; 34(12): 1036-1043, 2018 12.
Article in English | MEDLINE | ID: mdl-30148406

ABSTRACT

The emergence and transmission of antiretroviral drug resistance have been and remain a concern among people living with human immunodeficiency virus (HIV)-1 infection. The protease inhibitor (PI) darunavir has been approved for use in the United States for more than 10 years and has demonstrated a high barrier to resistance. Previous analyses identified significant reductions in the prevalence of samples with darunavir resistance-associated mutations (RAMs) and with phenotypic resistance to darunavir and other PIs between 2006 and 2012. This analysis extends those findings by evaluating darunavir and PI resistance among clinical samples submitted for routine drug resistance testing (combined genotyping and phenotyping) in the United States from 2010 to 2017. Frequencies of 11 darunavir and 23 primary PI RAMs, and phenotypic susceptibility, were assessed yearly among all samples and in a subset of samples with distinct phenotypic resistance to one or more PIs. Among all samples (N = 60,760), the proportion with 0 darunavir RAMs was 91.7% in 2010 and 95.8% in 2017. The proportions of all samples with phenotypic susceptibility to darunavir, atazanavir, and lopinavir were, respectively, 97.4%, 94.2%, and 94.7% in 2010 and 98.6%, 97.7%, and 97.5% in 2017. Among the 4,799 samples with phenotypic resistance to one or more PIs, the proportions with phenotypic susceptibility to darunavir, atazanavir, and lopinavir were, respectively, 73.3%, 41.5%, and 46.0% in 2010 and 70.7%, 53.7%, and 48.8% in 2017. The prevalence of darunavir RAMs among commercially tested HIV-1 samples remained low and generally stable from 2010 to 2017, and high proportions showed phenotypic darunavir susceptibility.


Subject(s)
Darunavir/pharmacology , Drug Resistance, Viral/genetics , HIV Protease Inhibitors/pharmacology , Mutation , History, 21st Century , Humans , Inhibitory Concentration 50 , United States
3.
J Infect Dis ; 216(9): 1053-1062, 2017 11 27.
Article in English | MEDLINE | ID: mdl-29029156

ABSTRACT

In January 2015, an outbreak of undiagnosed human immunodeficiency virus (HIV) infections among persons who inject drugs (PWID) was recognized in rural Indiana. By September 2016, 205 persons in this community of approximately 4400 had received a diagnosis of HIV infection. We report results of new approaches to analyzing epidemiologic and laboratory data to understand transmission during this outbreak. HIV genetic distances were calculated using the polymerase region. Networks were generated using data about reported high-risk contacts, viral genetic similarity, and their most parsimonious combinations. Sample collection dates and recency assay results were used to infer dates of infection. Epidemiologic and laboratory data each generated large and dense networks. Integration of these data revealed subgroups with epidemiologic and genetic commonalities, one of which appeared to contain the earliest infections. Predicted infection dates suggest that transmission began in 2011, underwent explosive growth in mid-2014, and slowed after the declaration of a public health emergency. Results from this phylodynamic analysis suggest that the majority of infections had likely already occurred when the investigation began and that early transmission may have been associated with sexual activity and injection drug use. Early and sustained efforts are needed to detect infections and prevent or interrupt rapid transmission within networks of uninfected PWID.


Subject(s)
Disease Outbreaks , HIV Infections/genetics , HIV Infections/transmission , HIV-1/genetics , Opiate Alkaloids/adverse effects , Substance Abuse, Intravenous/complications , Adult , Contact Tracing , Female , HIV Infections/epidemiology , Humans , Male , Middle Aged , Sexual Behavior , United States/epidemiology
4.
Clin Infect Dis ; 65(3): 514-517, 2017 Aug 01.
Article in English | MEDLINE | ID: mdl-28402431

ABSTRACT

Using commercial laboratory data, we found 80% of 29382 young persons currently infected with hepatitis C virus lived >10 miles from a syringe services program. The median distance was 37 miles, with greater distances in rural areas and Southern and Midwestern states. Strategies to improve access to preventive services are warranted.


Subject(s)
Health Services Accessibility/statistics & numerical data , Hepacivirus , Hepatitis C/prevention & control , Needle-Exchange Programs , Rural Health/statistics & numerical data , Adolescent , Adult , Cross-Sectional Studies , Hepatitis C/epidemiology , Hepatitis C/transmission , Humans , Needle-Exchange Programs/statistics & numerical data , Needle-Exchange Programs/supply & distribution , Syringes , United States/epidemiology , Young Adult
5.
Antivir Ther ; 19(4): 435-41, 2014.
Article in English | MEDLINE | ID: mdl-24518099

ABSTRACT

BACKGROUND: Drug resistance testing and co-receptor tropism determination are key components of the management of antiretroviral therapy for HIV-1-infected individuals. The purpose of this study was to examine trends of HIV-1 resistance and viral evolution in the past decade by surveying a large commercial patient testing database. METHODS: Temporal trends of drug resistance, viral fitness and co-receptor usage among samples submitted for routine phenotypic and genotypic resistance testing to protease inhibitors (PIs), nucleoside reverse transcriptase inhibitors (NRTIs) and non-nucleoside reverse transcriptase inhibitors (NNRTIs), as well as for tropism determination were investigated. RESULTS: Within 62,397 resistant viruses reported from 2003 to 2012, we observed a decreasing trend in the prevalence of three-class resistance (from 25% to 9%) driven by decreased resistance to PIs (43% to 21%) and NRTIs (79% to 57%), while observing a slight increase in NNRTI resistance (68% to 75%). The prevalence of CXCR4-mediated entry among tropism testing samples (n=52,945) declined over time from 47% in 2007 to 40% in 2012. A higher proportion of CXCR4-tropic viruses was observed within samples with three-class resistance (50%) compared with the group with no resistance (36%). CONCLUSIONS: Decreased prevalence of three-class resistance and increased prevalence of one-class resistance was observed within samples reported between 2003 and 2012. The fraction of CXCR4-tropic viruses has decreased over time; however, CXCR4 usage was more prevalent among multi-class-resistant samples, which may be due to the more advanced disease stage of treatment-experienced patients. These trends have important implications for clinical practice and future drug discovery and development.


Subject(s)
Drug Resistance, Viral , HIV Infections/epidemiology , HIV-1 , Anti-HIV Agents/pharmacology , Anti-HIV Agents/therapeutic use , Databases, Factual , Drug Resistance, Viral/genetics , Genotype , HIV Infections/drug therapy , HIV Infections/history , HIV Protease Inhibitors/pharmacology , HIV Protease Inhibitors/therapeutic use , HIV-1/drug effects , HIV-1/physiology , History, 21st Century , Humans , Mutation , Prevalence , Reverse Transcriptase Inhibitors/pharmacology , Reverse Transcriptase Inhibitors/therapeutic use , United States/epidemiology , Viral Tropism , Virus Replication
6.
J Bioinform Comput Biol ; 11(4): 1350006, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23859270

ABSTRACT

Accurate co-receptor tropism (CRT) determination is critical for making treatment decisions in HIV management. We created a genotypic tropism prediction tool by utilizing the case-based reasoning (CBR) technique that attempts to solve new problems through applying the solution from similar past problems. V3 loop sequences from 732 clinical samples with diverse characteristics were used to build a case library. Additional sequence and molecular properties of the V3 loop were examined and used for similarity assessment. A similarity metric was defined based on each attribute's frequency in the CXCR4-using viruses. We implemented three other genotype-based tropism predictors, support vector machines (SVM), position specific scoring matrices (PSSM), and the 11/25 rule, and evaluated their performance as the ability to predict CRT compared to Monogram's enhanced sensitivity Trofile(®) assay (ESTA). Overall concordance of the CBR based tropism prediction algorithm was 81%, as compared to ESTA. Sensitivity to detect CXCR4 usage was 90% and specificity was at 73%. In comparison, sensitivity of the SVM, PSSM, and the 11/25 rule were 85%, 81%, and 36% respectively while achieving a specificity of 90% by SVM, 75% by PSSM, and 97% by the 11/25 rule. When we evaluated these predictors in an unseen dataset, higher sensitivity was achieved by the CBR algorithm (87%), compared to SVM (82%), PSSM (76%), and the 11/25 rule (33%), while maintaining similar level of specificity. Overall this study suggests that CBR can be utilized as a genotypic tropism prediction tool, and can achieve improved performance in independent datasets compared to model or rule based methods.


Subject(s)
Algorithms , HIV-1/genetics , Receptors, CXCR4/genetics , Genotype , Humans , Support Vector Machine , Tropism/genetics
7.
J Acquir Immune Defic Syndr ; 64(1): 7-15, 2013 Sep 01.
Article in English | MEDLINE | ID: mdl-23614999

ABSTRACT

BACKGROUND: BMS-663068 is the phosphonooxymethyl prodrug of BMS-626529, a small-molecule attachment inhibitor that targets the HIV-1 envelope glycoprotein gp120 preventing it from binding to CD4 T cells. In vitro investigations have demonstrated considerable variation in susceptibility of different HIV-1 isolates to BMS-626529. BMS-663068 monotherapy in HIV-1-infected subjects produced a mean maximum change from baseline of -1.64 log10 copies per milliliter, but the response was variable. METHODS: In this analysis, baseline and day 8 samples were analyzed for susceptibility to BMS-626529 and the presence of known HIV-1 attachment inhibitor resistance mutations. In addition, predictors of virological response (maximal HIV-1 RNA decline ≥1 log10 copies per milliliter) and resistance selection were investigated. RESULTS: The only factor associated with reduced virological response was low baseline susceptibility to BMS-626529. There was no apparent relationship between virological response and baseline treatment experience, coreceptor tropism, plasma HIV-1 RNA level, or CD4 T-cell count. Examination of all positions with known BMS-626529 resistance mutations based on in vitro selection studies showed that gp120 M426L was the primary substitution most clearly associated with nonresponse to BMS-663068. There was minimal change in susceptibility to BMS-626529 over the course of the study and no clear evidence of emergence of a known HIV-1 attachment inhibitor resistance mutation in the majority of subjects as measured by standard population-based phenotypic and genotypic approaches. CONCLUSIONS: Nonresponse to BMS-663068 was associated with low baseline susceptibility to BMS-626529 and the presence of M426L. In this short-term trial, there was minimal evidence of selection for BMS-626529 high-level resistance over 8 days of monotherapy with BMS-663068 by population-based approaches.


Subject(s)
Anti-HIV Agents/pharmacology , HIV Envelope Protein gp120/drug effects , HIV Fusion Inhibitors/pharmacology , HIV Infections/drug therapy , HIV-1/drug effects , Organophosphates/therapeutic use , Piperazines/therapeutic use , Prodrugs/pharmacology , Triazoles/therapeutic use , Viral Load/drug effects , Anti-HIV Agents/therapeutic use , CD4 Lymphocyte Count , CD4-Positive T-Lymphocytes/drug effects , CD4-Positive T-Lymphocytes/immunology , Disease Susceptibility , Dose-Response Relationship, Drug , Drug Administration Schedule , Drug Resistance, Viral/drug effects , Drug Resistance, Viral/genetics , Female , HIV Fusion Inhibitors/administration & dosage , HIV Infections/genetics , HIV Infections/immunology , HIV-1/immunology , Humans , Male , Mutation, Missense , Prodrugs/therapeutic use , RNA, Viral/blood , Treatment Outcome
8.
PLoS Comput Biol ; 8(5): e1002525, 2012.
Article in English | MEDLINE | ID: mdl-22654656

ABSTRACT

Human immunodeficiency virus (HIV-1) is, like most pathogens, under selective pressure to escape the immune system of its host. In particular, HIV-1 can avoid recognition by cytotoxic T lymphocytes (CTLs) by altering the binding affinity of viral peptides to human leukocyte antigen (HLA) molecules, the role of which is to present those peptides to the immune system. It is generally assumed that HLA escape mutations carry a replicative fitness cost, but these costs have not been quantified. In this study, we assess the replicative cost of mutations which are likely to escape presentation by HLA molecules in the region of HIV-1 protease and reverse transcriptase. Specifically, we combine computational approaches for prediction of in vitro replicative fitness and peptide binding affinity to HLA molecules. We find that mutations which impair binding to HLA-A molecules tend to have lower in vitro replicative fitness than mutations which do not impair binding to HLA-A molecules, suggesting that HLA-A escape mutations carry higher fitness costs than non-escape mutations. We argue that the association between fitness and HLA-A binding impairment is probably due to an intrinsic cost of escape from HLA-A molecules, and these costs are particularly strong for HLA-A alleles associated with efficient virus control. Counter-intuitively, we do not observe a significant effect in the case of HLA-B, but, as discussed, this does not argue against the relevance of HLA-B in virus control. Overall, this article points to the intriguing possibility that HLA-A molecules preferentially target more conserved regions of HIV-1, emphasizing the importance of HLA-A genes in the evolution of HIV-1 and RNA viruses in general.


Subject(s)
Adaptation, Physiological/genetics , Genetic Fitness/genetics , HIV Reverse Transcriptase/genetics , HIV-1/genetics , HLA Antigens/genetics , Models, Genetic , Virus Replication/genetics , Computer Simulation , HIV Protease , Mutation/genetics
9.
PLoS Genet ; 8(3): e1002551, 2012.
Article in English | MEDLINE | ID: mdl-22412384

ABSTRACT

Although fitness landscapes are central to evolutionary theory, so far no biologically realistic examples for large-scale fitness landscapes have been described. Most currently available biological examples are restricted to very few loci or alleles and therefore do not capture the high dimensionality characteristic of real fitness landscapes. Here we analyze large-scale fitness landscapes that are based on predictive models for in vitro replicative fitness of HIV-1. We find that these landscapes are characterized by large correlation lengths, considerable neutrality, and high ruggedness and that these properties depend only weakly on whether fitness is measured in the absence or presence of different antiretrovirals. Accordingly, adaptive processes on these landscapes depend sensitively on the initial conditions. While the relative extent to which mutations affect fitness on their own (main effects) or in combination with other mutations (epistasis) is a strong determinant of these properties, the fitness landscape of HIV-1 is considerably less rugged, less neutral, and more correlated than expected from the distribution of main effects and epistatic interactions alone. Overall this study confirms theoretical conjectures about the complexity of biological fitness landscapes and the importance of the high dimensionality of the genetic space in which adaptation takes place.


Subject(s)
Genetic Fitness , HIV-1/genetics , Models, Theoretical , Adaptation, Physiological , Biological Evolution , Humans , Mutation , Selection, Genetic
10.
PLoS Pathog ; 7(11): e1002321, 2011 Nov.
Article in English | MEDLINE | ID: mdl-22072960

ABSTRACT

HIV-1 replicative capacity (RC) provides a measure of within-host fitness and is determined in the context of phenotypic drug resistance testing. However it is unclear how these in-vitro measurements relate to in-vivo processes. Here we assess RCs in a clinical setting by combining a previously published machine-learning tool, which predicts RC values from partial pol sequences with genotypic and clinical data from the Swiss HIV Cohort Study. The machine-learning tool is based on a training set consisting of 65000 RC measurements paired with their corresponding partial pol sequences. We find that predicted RC values (pRCs) correlate significantly with the virus load measured in 2073 infected but drug naïve individuals. Furthermore, we find that, for 53 pairs of sequences, each pair sampled in the same infected individual, the pRC was significantly higher for the sequence sampled later in the infection and that the increase in pRC was also significantly correlated with the increase in plasma viral load and with the length of the time-interval between the sampling points. These findings indicate that selection within a patient favors the evolution of higher replicative capacities and that these in-vitro fitness measures are indicative of in-vivo HIV virus load.


Subject(s)
Genes, pol , HIV Infections/virology , HIV-1/physiology , Viral Load , Virus Replication , Adult , Anti-HIV Agents/pharmacology , Artificial Intelligence , Base Sequence , Computer Simulation , Drug Resistance, Viral/genetics , Female , Genotype , HIV-1/drug effects , HIV-1/genetics , Humans , Male , Microbial Sensitivity Tests , Viremia , Virus Replication/genetics
11.
Nat Genet ; 43(5): 487-9, 2011 May.
Article in English | MEDLINE | ID: mdl-21441930

ABSTRACT

The development of a quantitative understanding of viral evolution and the fitness landscape in HIV-1 drug resistance is a formidable challenge given the large number of available drugs and drug resistance mutations. We analyzed a dataset measuring the in vitro fitness of 70,081 virus samples isolated from HIV-1 subtype B infected individuals undergoing routine drug resistance testing. We assayed virus samples for in vitro replicative capacity in the absence of drugs as well as in the presence of 15 individual drugs. We employed a generalized kernel ridge regression to estimate main fitness effects and epistatic interactions of 1,859 single amino acid variants found within the HIV-1 protease and reverse transcriptase sequences. Models including epistatic interactions predict an average of 54.8% of the variance in replicative capacity across the 16 different environments and substantially outperform models based on main fitness effects only. We find that the fitness landscape of HIV-1 protease and reverse transcriptase is characterized by strong epistasis.


Subject(s)
HIV Protease/genetics , HIV Reverse Transcriptase/genetics , HIV-1/genetics , Mutation , Drug Resistance, Viral/genetics , Epistasis, Genetic , Genes, Viral , HIV Protease/chemistry , HIV-1/drug effects , HIV-1/isolation & purification , HIV-1/physiology , Humans , Models, Genetic , Models, Molecular , Regression Analysis , Systems Analysis , Virus Replication/drug effects , Virus Replication/genetics
12.
J Virol ; 85(8): 3872-80, 2011 Apr.
Article in English | MEDLINE | ID: mdl-21289125

ABSTRACT

Ibalizumab (formerly TNX-355) is a first-in-class, monoclonal antibody inhibitor of CD4-mediated human immunodeficiency type 1 (HIV-1) entry. Multiple clinical trials with HIV-infected patients have demonstrated the antiviral activity, safety, and tolerability of ibalizumab treatment. A 9-week phase Ib study adding ibalizumab monotherapy to failing drug regimens led to transient reductions in HIV viral loads and the evolution of HIV-1 variants with reduced susceptibility to ibalizumab. This report characterizes these variants by comparing the phenotypic susceptibilities and envelope (env) sequences of (i) paired baseline and on-treatment virus populations, (ii) individual env clones from selected paired samples, and (iii) env clones containing site-directed mutations. Viruses with reduced susceptibility to ibalizumab were found to exhibit reduced susceptibility to the anti-CD4 antibody RPA-T4. Conversely, susceptibility to soluble CD4, which targets the HIV-1 gp120 envelope protein, was enhanced. No changes in susceptibility to the fusion inhibitor enfuvirtide or the CCR5 antagonist maraviroc were observed. Functionally, viruses with reduced ibalizumab susceptibility also displayed high levels of infectivity relative to those of paired baseline viruses. Individual env clones exhibiting reduced ibalizumab susceptibility contained multiple amino acid changes in different regions relative to the paired baseline clones. In particular, clones with reduced susceptibility to ibalizumab contained fewer potential asparagine-linked glycosylation sites (PNGSs) in variable region 5 (V5) than did paired ibalizumab-susceptible clones. The reduction in ibalizumab susceptibility due to the loss of V5 PNGSs was confirmed by site-directed mutagenesis. Taken together, these findings provide important insights into resistance to this new class of antiretroviral drug.


Subject(s)
Anti-HIV Agents/pharmacology , Antibodies, Monoclonal/pharmacology , Asparagine/metabolism , Drug Resistance, Viral , HIV Envelope Protein gp120/metabolism , HIV-1/drug effects , Mutation, Missense , Amino Acid Sequence , Anti-HIV Agents/therapeutic use , Antibodies , Antibodies, Monoclonal/therapeutic use , Asparagine/genetics , Clinical Trials as Topic , DNA Mutational Analysis , Glycosylation , HIV Envelope Protein gp120/genetics , HIV Infections/drug therapy , HIV-1/isolation & purification , Humans , Molecular Sequence Data , Mutagenesis, Site-Directed , Myoviridae , Sequence Analysis, DNA
13.
Virology ; 409(2): 308-18, 2011 Jan 20.
Article in English | MEDLINE | ID: mdl-21071054

ABSTRACT

To examine mutational pathways that lead to CXCR4 use of HIV-1, we analyzed the genotypic and phenotypic characteristics of envelope sequences from a large panel of patient virus populations and individual clones containing different V3 mutations. Basic amino acid substitutions at position 11 were strong determinants of CXCR4-mediated entry but required multiple compensatory mutations to overcome associated reductions in infectivity. In contrast, basic amino acid substitutions at position 25, or substitutions at positions 6-8 resulting in the loss of a potential N-linked glycosylation site, contributed to CXCR4-mediated entry but required additional substitutions acting cooperatively to confer efficient CXCR4 use. Our assumptions, based upon examination of patient viruses, were largely confirmed by characterizing the coreceptor utilization of five distinct panels of isogenic envelope sequences containing V3 amino acid substitutions introduced by site-directed mutagenesis. These results further define the mutational pathways leading to CXCR4 use and their associated genetic barriers.


Subject(s)
HIV Infections/virology , HIV-1/genetics , Receptors, CXCR4/metabolism , Receptors, HIV/metabolism , Virus Internalization , env Gene Products, Human Immunodeficiency Virus/genetics , env Gene Products, Human Immunodeficiency Virus/metabolism , Amino Acid Sequence , Amino Acid Substitution/genetics , HIV-1/isolation & purification , HIV-1/physiology , Humans , Molecular Sequence Data , Mutation, Missense , Receptors, CCR5/metabolism , Sequence Analysis, DNA
14.
Patholog Res Int ; 2010: 814176, 2010 Jun 28.
Article in English | MEDLINE | ID: mdl-21151530

ABSTRACT

We report here the results of the analytical validation of assays that measure HER2 total protein (H2T) and HER2 homodimer (H2D) expression in Formalin Fixed Paraffin Embedded (FFPE) breast cancer tumors as well as cell line controls. The assays are based on the VeraTag technology platform and are commercially available through a central CAP-accredited clinical reference laboratory. The accuracy of H2T measurements spans a broad dynamic range (2-3 logs) as evaluated by comparison with cross-validating technologies. The measurement of H2T expression demonstrates a sensitivity that is approximately 7-10 times greater than conventional immunohistochemistry (IHC) (HercepTest). The HERmark assay is a quantitative assay that sensitively and reproducibly measures continuous H2T and H2D protein expression levels and therefore may have the potential to stratify patients more accurately with respect to response to HER2-targeted therapies than current methods which rely on semiquantitative protein measurements (IHC) or on indirect assessments of gene amplification (FISH).

15.
Am J Clin Pathol ; 134(2): 303-11, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20660336

ABSTRACT

The accuracy and reliability of immunohistochemical analysis and in situ hybridization for the assessment of HER2 status remains a subject of debate. We developed a novel assay (HERmark Breast Cancer Assay, Monogram Biosciences, South San Francisco, CA) that provides precise quantification of total HER2 protein expression (H2T) and HER2 homodimers (H2D) in formalin-fixed, paraffin-embedded tissue specimens. H2T and H2D results of 237 breast cancers were compared with those of immunohistochemical studies and fluorescence in situ hybridization (FISH) centrally performed at the Mayo Clinic, Rochester, MN. H2T described a continuum across a wide dynamic range ( approximately 2.5 log). Excluding the equivocal cases, HERmark showed 98% concordance with immunohistochemical studies for positive and negative assay values. For the 94 immunohistochemically equivocal cases, 67% and 39% concordance values were observed between HERmark and FISH for positive and negative assay values, respectively. Polysomy 17 in the absence of HER2 gene amplification did not result in HER2 overexpression as evaluated quantitatively using the HERmark assay.


Subject(s)
Breast Neoplasms/genetics , Fluorescent Antibody Technique/methods , Receptor, ErbB-2/analysis , Breast Neoplasms/metabolism , Female , Humans , Immunohistochemistry , In Situ Hybridization, Fluorescence , Receptor, ErbB-2/biosynthesis , Receptor, ErbB-2/genetics , Reproducibility of Results
16.
AIDS ; 24(14): 2181-6, 2010 Sep 10.
Article in English | MEDLINE | ID: mdl-20639728

ABSTRACT

OBJECTIVE(S): Dual HIV-1 utilizes cellular CCR5 and CXCR4 coreceptors to enter host cells. Recent studies indicate that the ability of these viruses to use both coreceptors varies significantly in cell lines expressing CXCR4 or CCR5; however, it is not clear whether differences in coreceptor mediated infection in vitro reflect infection of primary cells in vivo. METHODS: We evaluated coreceptor usage of dual envelope clones from patient viruses using a single-cycle pseudovirus assay conducted in cell lines and a replication-competent assay performed using peripheral blood mononuclear cells. Dual envelope clones were selected and classified into three groups, R5>X4, R5 approximately X4, and X4>R5, based on their ability to mediate entry by using CXCR4 and CCR5 in a pseudovirus assay. RESULTS: We observed a high degree of concordance between measurements of coreceptor-mediated entry in pseudovirus and peripheral blood mononuclear cell assays. R5>X4 viruses were efficiently inhibited by a CCR5 antagonist, but not a CXCR4 antagonist, whereas X4>R5 viruses were efficiently inhibited by a CXCR4 antagonist, but not a CCR5 antagonist. R5 approximately X4 viruses were not inhibited, or only partially inhibited, by either a CCR5 or a CXCR4 antagonist alone. CONCLUSIONS: These observations indicate that measurements of coreceptor use determined using pseudoviruses and coreceptor-expressing cell lines are generally concordant with the results obtained using replication-competent assays and peripheral blood mononuclear cell. This suggests that a considerable fraction of dual viruses preferentially infect either CCR5 or CXCR4 target cells in vivo. The clinical implications of preferential coreceptor utilization by dual viruses, that is, HIV-1 pathogenesis and response to coreceptor antagonists, require additional studies.


Subject(s)
HIV Infections/genetics , HIV-1/physiology , Receptors, CCR5/physiology , Receptors, CXCR4/physiology , Viral Envelope Proteins/genetics , Virus Replication/physiology , CCR5 Receptor Antagonists , Cell Line , HIV Infections/immunology , HIV-1/isolation & purification , Humans , Receptors, CXCR4/antagonists & inhibitors , Viral Envelope Proteins/immunology , Virus Replication/immunology
17.
J Infect Dis ; 201(10): 1470-80, 2010 May 15.
Article in English | MEDLINE | ID: mdl-20373959

ABSTRACT

BACKGROUND: Vicriviroc is a C-C motif chemokine receptor 5 (CCR5) antagonist that is in clinical development for the treatment of human immunodeficiency virus type 1 (HIV-1) infection. This study explored the molecular basis for the development of phenotypically resistant virus. METHOD: HIV-1 RNA from treatment-naive subjects who experienced virological failure in a phase 2 dose-finding trial was evaluated for coreceptor usage and susceptibility. For viruses that exhibited reduced susceptibility to vicriviroc, envelope clones were phenotypically and genotypically characterized. RESULTS: Twenty-six vicriviroc-treated subjects experienced virological failure; for 24 the virus remained CCR5-tropic, and 2 had dual/X4 virus. Reduced susceptibility to vicriviroc, manifested as decreases in the maximum percent inhibition value (no increase in median inhibitory concentration), was detected in 4 of the 26 subjects who experienced virological failure. Clonal analysis of envelopes in samples from these 4 subjects revealed multiple sequence changes in gp160, principally within the variable domain 1/variable domain 2, variable domain 3, and variable domain 4 loops. However, no consistent pattern of mutations was observed across subjects. CONCLUSIONS: In this study, only a small proportion of treatment failures were associated with tropism changes or reduced susceptibility to vicriviroc. Genotypic analysis of cloned env sequences revealed no specific mutational pattern associated with reduced susceptibility to vicriviroc, although numerous changes were observed in the variable domain 3 loop and in other regions of gp160.


Subject(s)
Anti-HIV Agents/pharmacology , Drug Resistance, Viral/genetics , HIV Infections/drug therapy , HIV-1/drug effects , Piperazines/pharmacology , Pyrimidines/pharmacology , Dose-Response Relationship, Drug , Drug Administration Schedule , HIV Envelope Protein gp160/genetics , HIV-1/classification , Humans , Piperazines/pharmacokinetics , Pyrimidines/pharmacokinetics , RNA, Viral/genetics , Viral Load
18.
Epidemics ; 2(2): 85-91, 2010 Jun.
Article in English | MEDLINE | ID: mdl-21352778

ABSTRACT

To detect general patterns and temporal trends of HIV-1 resistance, we apply principal component analysis (PCA) to in vitro fitness data. Twenty-eight thousand virus samples, obtained between 2002 and 2008, were assayed for fitness in 16 to 21 selective environments. Fitness measurements are based on replication capacity (RC), which quantifies in vitro viral replication in a single cycle of infection. RC is determined both in the absence of drugs and in the presence of 6-7 nucleoside analog reverse transcriptase inhibitors (NRTIs), 3-4 non-nucleoside reverse transcriptase inhibitors (NNRTIs), and 6-9 protease inhibitors (PIs). PCA shows remarkable structure in RC across the different environments, which reveals differences in the patterns of resistance and cross-resistance between drugs or between drug classes. To probe the causes of the observed patterns, we develop a model to generate simulated data and subject these simulated data to an equivalent analysis. By comparing the outcomes of PCA on the original and the simulated data, we quantify which part of the total variance of the original data is due to non-specific effects, class-specific effects, and drug-specific effects of resistance mutations. We find that relative fitness is mainly drug-independent and that drug-specific effects are substantially bigger than class-specific effects for NRTIs, but not for NNRTIs or PIs. The observed patterns remain remarkably stable over the period of observation. Comparison with known potent combination therapies suggests that PCA helps to identify combinations that act synergistically in preventing the emergence of resistance.


Subject(s)
Anti-HIV Agents/pharmacology , Drug Resistance, Viral , HIV-1/drug effects , Principal Component Analysis , Reverse Transcriptase Inhibitors/pharmacology , Anti-HIV Agents/administration & dosage , HIV Infections/drug therapy , HIV-1/physiology , Humans , Microbial Sensitivity Tests , Retrospective Studies , Reverse Transcriptase Inhibitors/administration & dosage , Reverse Transcriptase Polymerase Chain Reaction , Sampling Studies , Sensitivity and Specificity , Switzerland , Virus Replication/drug effects
19.
AIDS Res Hum Retroviruses ; 25(8): 795-802, 2009 Aug.
Article in English | MEDLINE | ID: mdl-19678765

ABSTRACT

We screened 150 individuals from two recent seroconverter cohorts and found that six (4%) had CXCR4-using viruses. Clonal analysis of these six individuals, along with a seventh individual identified during clinical care as a recent seroconverter, revealed the presence of both X4- and dual-tropic variants in these recently infected adults. The ability of individual CXCR4-using variants to infect cells expressing CD4/CXCR4 or CD4/CCR5 varied dramatically. These data demonstrate that virus populations in some newly infected individuals can consist of either heterogeneous populations containing both CXCR4-using and CCR5-tropic viruses, or homogeneous populations containing only CXCR4-using viruses. The presence of CXCR4-using viruses at early stages of infection suggests that testing for viral tropism before using CCR5 antagonists may be important even in persons with known recent infection. The presence of CXCR4-using viruses in a subset of newly infected individuals could impact the efficacies of vaccine and microbicide strategies that target CCR5-tropic viruses.


Subject(s)
HIV Infections/virology , HIV-1/metabolism , Receptors, CXCR4/metabolism , Adult , Amino Acid Sequence , CD4-Positive T-Lymphocytes/metabolism , HIV-1/genetics , Host-Pathogen Interactions , Humans , Male , Molecular Sequence Data , Phylogeny , RNA, Viral/analysis , RNA, Viral/genetics , Receptors, CCR5/metabolism , env Gene Products, Human Immunodeficiency Virus/genetics , env Gene Products, Human Immunodeficiency Virus/metabolism
20.
AIDS ; 23(14): 1903-8, 2009 Sep 10.
Article in English | MEDLINE | ID: mdl-19593079

ABSTRACT

BACKGROUND: We previously reported the existence of CXCR4-using HIV-1 in 6-14 week-old Ugandan infants. Whether these viruses were transmitted from the mother perinatally or evolved after transmission is not known. In the current study, we investigated the origin of the CXCR4-using viruses in these infants by comparing HIV-1 envelope clones from the infants to those from their mothers at or near the time of delivery. METHODS: Envelope clones were isolated from five Ugandan infant plasma samples that harbored CXCR4-using viruses, collected at the time of HIV diagnosis (four at birth, one at week 6), and from their mothers at delivery. Coreceptor usage and phylogenetic relatedness of HIV-1 populations in mother-infant pairs were analyzed in detail using the Trofile assay and sequence analysis of envelope clones, respectively. RESULTS: X4-tropic clones were identified in two mother-infant pairs and dual-tropic clones were found in three pairs, either alone or in combination with R5-tropic viruses. Dual-tropic clones varied in their ability to infect CXCR4-expressing cells. In each mother-infant pair, X4-tropic or dual-tropic clones shared similar phenotypic profiles and V3 sequence patterns; gp160 sequences of X4-tropic and dual-tropic clones from infants were phylogenetically indistinguishable from those of their mothers. The virus populations were phylogenetically homogenous in three infants and segregated according to coreceptor tropism in the remaining two infants. CONCLUSIONS: This study demonstrates that X4-tropic and dual-tropic HIV-1 can be transmitted from mother to infant, before, during or shortly after delivery, and establishes vertical transmission as an important source of CXCR4-using viruses in infants.


Subject(s)
HIV Infections/transmission , HIV-1/genetics , Infectious Disease Transmission, Vertical , Pregnancy Complications, Infectious/virology , Amino Acid Sequence , Female , HIV Envelope Protein gp120/genetics , HIV Infections/virology , HIV-1/metabolism , Humans , Infant , Infant, Newborn , Molecular Sequence Data , Peptide Fragments/genetics , Phylogeny , Pregnancy , Prenatal Exposure Delayed Effects , Receptors, CXCR4/metabolism
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