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1.
Sci Rep ; 14(1): 12365, 2024 05 29.
Article in English | MEDLINE | ID: mdl-38811590

ABSTRACT

SARS-CoV-2 is the causative agent of COVID-19. Timely and accurate diagnostic testing is vital to contain the spread of infection, reduce delays in treatment and care, and inform patient management. Optimal specimen type (e.g. nasal swabs or saliva), timing of sampling, viral marker assayed (RNA or antigen), and correlation with viral infectivity and COVID-19 symptoms severity remain incompletely defined. We conducted a field study to evaluate SARS-CoV-2 viral marker kinetics starting from very early times after infection. We measured RNA and antigen levels in nasal swabs and saliva, virus outgrowth in cell culture from nasal swabs, and antibody levels in blood in a cohort of 30 households. Nine household contacts (HHC) became infected with SARS-CoV-2 during the study. Viral RNA was detected in saliva specimens approximately 1-2 days before nasal swabs in six HHC. Detection of RNA was more sensitive than of antigen, but antigen detection was better correlated with culture positivity, a proxy for contagiousness. Anti-nucleocapsid antibodies peaked one to three weeks post-infection. Viral RNA and antigen levels were higher in specimens yielding replication competent virus in cell culture. This study provides important data that can inform how to optimally interpret SARS-CoV-2 diagnostic test results.


Subject(s)
Antibodies, Viral , Biomarkers , COVID-19 , Family Characteristics , RNA, Viral , SARS-CoV-2 , Saliva , Humans , COVID-19/diagnosis , COVID-19/transmission , COVID-19/virology , SARS-CoV-2/isolation & purification , SARS-CoV-2/immunology , Saliva/virology , Antibodies, Viral/blood , Antibodies, Viral/immunology , Female , Antigens, Viral/analysis , Antigens, Viral/immunology , Kinetics , Male , Adult , Middle Aged
2.
J Viral Hepat ; 31(3): 156-160, 2024 03.
Article in English | MEDLINE | ID: mdl-38169120

ABSTRACT

Collection and preservation of plasma are challenging in remote or under-resourced settings. The cobas® Plasma Separation Card (PSC) is an alternative specimen type for blood-borne pathogen nucleic acid quantitation. We assessed PSC as a specimen type for HCV RNA quantitation in Pakistan. Plasma from venous blood and PSC from finger prick blood were prepared at two sites: Site 1 (in Lahore, n = 199) consisted of laboratory-based outpatient clinics. Specimens were prepared in the same facility and stored frozen. Site 2 was a catchment area within a resource-limited, semi-urban locality of Islamabad with limited access to healthcare services (n = 151). Community public health outreach staff collected blood and prepared the PSC in the participants' homes. Specimens were transported to the central hepatitis laboratory in Lahore to be stored frozen until tested. HCV RNA testing was performed using the cobas HCV RNA test in a central laboratory. Concordance with respect to RNA detectability was high at Site 1 (97.4%), but lower at Site 2 (82.4%). At Site 1, HCV viral load in plasma and PSC were well correlated across the linear range with a 0.21 log10 IU/mL mean bias toward higher concentrations in PSC. At Site 2, HCV viral load in plasma and PSC were poorly correlated. There was a 0.11 log10 IU/mL mean bias toward higher concentrations in PSC. PSC performance can be excellent in underserved settings where refrigerated transport of traditional specimens is difficult. In very challenging field settings, extra support must be provided to ensure correct specimen collection and handling.


Subject(s)
Hepatitis C , RNA, Viral , Humans , Viral Load/methods , Hepacivirus/genetics , Plasma , Hepatitis C/diagnosis , Sensitivity and Specificity
3.
PLOS Glob Public Health ; 3(10): e0001948, 2023.
Article in English | MEDLINE | ID: mdl-37851634

ABSTRACT

Resistance to antiretroviral drugs used to treat HIV is an important and evolving concern, particularly in low- and middle-income countries (LMICs) which have been impacted to the greatest extent by the HIV pandemic. Efforts to monitor the emergence and transmission of resistance over the past decade have shown that drug resistance-especially to the nucleoside analogue and non-nucleoside reverse transcriptase inhibitors-can (and have) increased to levels that can jeopardize the efficacy of available treatment options at the population level. The global shift to integrase-based regimens as the preferred first-line therapy as well as technological advancements in the methods for detecting resistance have had an impact in broadening and diversifying the landscape of and use case for HIV drug resistance testing. This review estimates the potential demand for HIV drug resistance tests, and surveys current testing methodologies, with a focus on their application in LMICs.

4.
Lancet HIV ; 10(10): e684-e689, 2023 10.
Article in English | MEDLINE | ID: mdl-37716367

ABSTRACT

HIV drug resistance (HIVDR) is a major challenge to the effectiveness of antiretroviral therapy. Global efforts in addressing HIVDR require clear, transparent, and replicable reporting in HIVDR studies. We describe the rationale and recommended use of a checklist that should be included in reports of HIVDR incidence and prevalence. After preliminary consultations with experts on HIVDR and establishing the need for guidance on HIVDR reporting, we used a sequential, explanatory, mixed methods approach to create the checklist; together with the accompanying articles, the checklist was reviewed by the authors and validated externally. The checklist for studies on HIVDR prevalence or incidence (CEDRIC-HIV) includes 15 recommended items that would enhance transparency and facilitate interpretation, comparability, and replicability of HIVDR studies. CEDRIC-HIV will help authors of HIVDR studies prepare research reports and assist reviewers and editors in assessments of completeness of reporting. The checklist will also facilitate statistical pooling and interpretation of HIVDR data.


Subject(s)
HIV Infections , HIV , Humans , HIV Infections/drug therapy , HIV Infections/epidemiology , Checklist , Prevalence , Research Design , Drug Resistance, Viral
5.
Clin Pharmacol Ther ; 114(1): 29-40, 2023 07.
Article in English | MEDLINE | ID: mdl-36550769

ABSTRACT

Standard-of-care HIV pre-exposure prophylaxis (PrEP) is highly efficacious, but uptake of and persistence on a daily oral pill is low in many settings. Evaluation of alternate PrEP products will require innovation to avoid the unpractically large sample sizes in noninferiority trials. We propose estimating HIV incidence in people not on PrEP as an external counterfactual to which on-PrEP incidence in trial subjects can be compared. HIV recent infection testing algorithms (RITAs), such as the limiting antigen avidity assay plus viral load used on specimens from untreated HIV positive people identified during screening, is one possible approach. Its feasibility is partly dependent on the sample size needed to ensure adequate power, which is impacted by RITA performance, the number of recent infections identified, the expected efficacy of the intervention, and other factors. Screening sample sizes to support detection of an 80% reduction in incidence for 3 key populations are more modest, and comparable to the number of participants in recent phase III PrEP trials. Sample sizes would be significantly larger in populations with lower incidence, where the false recency rate is higher or if PrEP efficacy is expected to be lower. Our proposed counterfactual approach appears to be feasible, offers high statistical power, and is nearly contemporaneous with the on-PrEP population. It will be important to monitor the performance of this approach during new product development for HIV prevention. If successful, it could be a model for preventive HIV vaccines and prevention of other infectious diseases.


Subject(s)
Anti-HIV Agents , HIV Infections , Pre-Exposure Prophylaxis , Humans , Anti-HIV Agents/therapeutic use , HIV Infections/diagnosis , HIV Infections/epidemiology , HIV Infections/prevention & control , Research Design , Sample Size
6.
Antiviral Res ; 208: 105427, 2022 12.
Article in English | MEDLINE | ID: mdl-36191692

ABSTRACT

Cabotegravir (CAB) is an integrase strand transfer inhibitor (INSTI) formulated as a long-acting injectable drug approved for pre-exposure prophylaxis and use with a long acting rilpivirine formulation for therapy in patients with virological suppression. However, there has been no comprehensive review of the genetic mechanisms of CAB resistance. Studies reporting the selection of drug resistance mutations (DRMs) by CAB and the results of in vitro CAB susceptibility testing were reviewed. The impact of integrase mutations on CAB susceptibility was assessed using regularized regression analysis. The most commonly selected mutations in the 24 persons developing virological failure while receiving CAB included Q148R (n = 15), N155H (n = 7), and E138K (n = 5). T97A, G118R, G140 A/R/S, and R263K each developed in 1-2 persons. With the exception of T97A, G118R, and G140 A/R, these DRMs were also selected in vitro while G140R was selected in the SIV macaque model. Although these DRMs are similar to those occurring in persons receiving the related INSTI dolutegravir, Q148R was more likely to occur with CAB while G118R and R263K were more likely to occur with dolutegravir. Regularized regression analysis identified 14 DRMs significantly associated with reduced CAB susceptibility including six primary DRMs which reduced susceptibility on their own including G118R, Q148 H/K/R, N155H, and R263K, and eight accessory DRMs including M50I, L74 F/M, T97A, E138K, and G140 A/C/S. Isolates with Q148 H/K/R in combination with L74M, E138 A/K, G140 A/S, and N155H often had >10-fold reduced CAB susceptibility. M50I, L74M, and T97A are polymorphic mutations that alone did not appear to increase the risk of virological failure in persons receiving a CAB-containing regimen. Careful patient screening is required to prevent CAB from being used during active virus replication. Close virological monitoring is required to minimize CAB exposure to active replication to prevent the emergence of DRMs associated with cross-resistance to other INSTIs.


Subject(s)
HIV Infections , HIV Integrase Inhibitors , HIV Integrase , HIV-1 , Humans , HIV-1/genetics , HIV Integrase Inhibitors/pharmacology , Drug Resistance, Viral/genetics , HIV Integrase/genetics , Heterocyclic Compounds, 3-Ring/pharmacology , Heterocyclic Compounds, 3-Ring/therapeutic use , Pyridones/pharmacology , Pyridones/therapeutic use , Virus Replication , Mutation , HIV Infections/drug therapy
7.
Microbiol Spectr ; 10(6): e0312522, 2022 12 21.
Article in English | MEDLINE | ID: mdl-36314963

ABSTRACT

The cobas 5800 System ("cobas 5800") is a new low- to mid-throughput PCR-based nucleic acid testing system which performs both qualitative and quantitative testing, including viral load (VL) determination. cobas 5800 shares numerous design elements and technical characteristics with the existing cobas 6800/8800 Systems. We compared HBV, HCV, and HIV-1 VL results from cobas 5800 in three different laboratories to those from the same specimens tested on a cobas 6800 system. We also assessed cobas 5800 assay reproducibility by repetitive testing of specimens with VL close to values used as thresholds for patient management or classification. The correlation between VL measurements generated using cobas 5800 versus 6800 was extremely high, with r2 correlation coefficients between 0.990 and 0.999 for the three targets at the different sites. The slope of the Deming regression line ranged from 0.994 (HBV, site 3) to 1.025 (HIV-1, site 1). The standard deviation values ranged from 0.04 to 0.19 log10 IU/mL for HBV, 0.06 to 0.33 log10 IU/mL for HCV, and 0.05 to 0.34 log10 copies/mL for HIV-1. In general, variability was higher at lower VL. Between 98.6% and 100% of results fell within the allowable total difference zone that defines expected variability on the existing 6800/8800 system. This multisite comparison study demonstrates equivalent performance of the new cobas 5800 system compared with cobas 6800. This establishes cobas 5800 as a new option for low- to mid-throughout laboratories seeking to optimize efficiency of their viral molecular testing. IMPORTANCE These are the first published data that demonstrate equivalent performance of the new cobas 5800 system compared with cobas 6800. This fulfills an unmet need for low- to mid-throughout laboratories seeking to optimize efficiency of their viral molecular testing.


Subject(s)
HIV-1 , Hepatitis C , Humans , HIV-1/genetics , Hepatitis B virus/genetics , Viral Load/methods , Reproducibility of Results , Hepacivirus/genetics , Hepatitis C/diagnosis
8.
J Virus Erad ; 8(3): 100085, 2022 Sep.
Article in English | MEDLINE | ID: mdl-36124229

ABSTRACT

Introduction: The need for detection of new and recent HIV infections is essential for surveillance and assessing interventions in controlling the epidemic. HIV recency assays are one way of providing reliable incidence estimates by determining recent versus non-recent infection. The objective of this study was to review the current body of knowledge of the limiting antigen avidity enzyme immunoassay to expand supported applications through an assessment of what is known and the gaps. Methods: A search for peer-reviewed literature in PubMed, Embase, and Web of Science Core Collection was conducted using the search term "human immunodeficiency virus and avidity". Non-peer reviewed published reports from the Population-based HIV Impact Assessment Project were also included. These were limited to literature published in English between January 2010 and August 2021. Results: This search resulted in 2080 publications and 14 reports, with 137 peer-reviewed studies and 14 non-peer reviewed reports that met the inclusion criteria, yielding a total of 151 studies for the final review. There were similar findings among studies that compared the performances of assay manufacturers and sample types. Studies that evaluated various assay algorithms and thresholds were heterogeneous, illustrating the need for context-specific test characteristics for classifying recent infections. Most studies estimated subtype-specific test characteristics for HIV subtypes A, B, C, and D. This was further illustrated when looking only at studies that compared HIV incidence estimates from recency assay algorithms and longitudinal cohorts. Conclusions: These findings suggest that the current body of knowledge provides important information that contributes towards distinguishing recent and non-recent infection and incidence estimation. However, there are knowledge gaps with respect to factors that influence the test characteristics (e.g., HIV-1 subtype, population characteristics, assay algorithms and thresholds). Further studies are needed to estimate and establish context-specific test characteristics that consider these influencing factors to improve and expand the use of this assay for detection of recent HIV infection.

9.
J Infect Dis ; 224(3): 377-388, 2021 08 02.
Article in English | MEDLINE | ID: mdl-33202025

ABSTRACT

BACKGROUND: Increased access to antiretroviral therapy (ART) has resulted in rising levels of pretreatment human immunodeficiency virus drug resistance (PDR). This is the first systematic review and meta-analysis to assess the impact of PDR on treatment outcomes among people initiating nonnucleoside reverse transcriptase inhibitor (NNRTI)-based ART, including the combination of efavirenz (EFV), tenofovir (TDF), and lamivudine or emtricitabine (XTC). METHODS: We systematically reviewed studies and conference proceedings comparing treatment outcomes in populations initiating NNRTI-based ART with and without PDR. We conducted subgroup analyses by regimen: (1) NNRTIs + 2 nucleoside reverse transcriptase inhibitors (NRTIs), (2) EFV + 2 NRTIs, or (3) EFV/TDF/XTC; by population (children vs adults); and by definition of resistance (PDR vs NNRTI PDR). RESULTS: Among 6197 studies screened, 32 were analyzed (31 441 patients). We found that individuals with PDR initiating NNRTIs across all the subgroups had increased risk of virological failure compared to those without PDR. Risk of acquisition of new resistance mutations and ART switch was also higher in people with PDR. CONCLUSIONS: This review shows poorer treatment outcomes in the presence of PDR, supporting the World Health Organization's recommendation to avoid using NNRTIs in countries where levels of PDR are high.


Subject(s)
Drug Resistance, Viral , HIV Infections , HIV-1 , Anti-HIV Agents/pharmacology , Anti-HIV Agents/therapeutic use , Drug Resistance, Viral/drug effects , HIV Infections/drug therapy , HIV-1/drug effects , HIV-1/genetics , Humans , Reverse Transcriptase Inhibitors/therapeutic use , Viral Load/drug effects
10.
Viruses ; 12(12)2020 12 17.
Article in English | MEDLINE | ID: mdl-33348705

ABSTRACT

The National Institute of Allergy and Infectious Diseases (NIAID) Virology Quality Assurance (VQA) established a robust proficiency testing program for Sanger sequencing (SS)-based HIV-1 drug resistance (HIVDR) testing in 2001. While many of the lessons learned during the development of such programs may also apply to next generation sequencing (NGS)-based HIVDR assays, challenges remain for the ongoing evaluation of NGS-based testing. These challenges include a proper assessment of assay accuracy and the reproducibility of low abundance variant detection, intra- and inter-assay performance comparisons among laboratories using lab-defined tests, and different data analysis pipelines designed for NGS. In collaboration with the World Health Organization (WHO) Global HIVDR Laboratory Network and the Public Health Agency of Canada, the Rush VQA program distributed archived proficiency testing panels to ten laboratories to evaluate internally developed NGS assays. Consensus FASTA files were submitted using 5%, 10%, and 20% variant detection thresholds, and scored based on the same criteria used for SS. This small study showed that the SS External Quality Assurance (EQA) approach can be used as a transitional strategy for using NGS to generate SS-like data and for ongoing performance while using NGS data from the same quality control materials to further evaluate NGS assay performance.


Subject(s)
Drug Resistance, Viral , Genome, Viral , Genotype , HIV Infections/virology , HIV-1/drug effects , HIV-1/physiology , Base Sequence , Consensus Sequence , HIV Infections/drug therapy , High-Throughput Nucleotide Sequencing , Humans , Sequence Analysis, DNA
11.
Viruses ; 12(9)2020 09 09.
Article in English | MEDLINE | ID: mdl-32916958

ABSTRACT

BACKGROUND: To prioritize the development of antiviral compounds, it is necessary to compare their relative preclinical activity and clinical efficacy. METHODS: We reviewed in vitro, animal model, and clinical studies of candidate anti-coronavirus compounds and placed extracted data in an online relational database. RESULTS: As of August 2020, the Coronavirus Antiviral Research Database (CoV-RDB; covdb.stanford.edu) contained over 2800 cell culture, entry assay, and biochemical experiments, 259 animal model studies, and 73 clinical studies from over 400 published papers. SARS-CoV-2, SARS-CoV, and MERS-CoV account for 85% of the data. Approximately 75% of experiments involved compounds with known or likely mechanisms of action, including monoclonal antibodies and receptor binding inhibitors (21%), viral protease inhibitors (17%), miscellaneous host-acting inhibitors (10%), polymerase inhibitors (9%), interferons (7%), fusion inhibitors (5%), and host protease inhibitors (5%). Of 975 compounds with known or likely mechanism, 135 (14%) are licensed in the U.S. for other indications, 197 (20%) are licensed outside the U.S. or are in human trials, and 595 (61%) are pre-clinical investigational compounds. CONCLUSION: CoV-RDB facilitates comparisons between different candidate antiviral compounds, thereby helping scientists, clinical investigators, public health officials, and funding agencies prioritize the most promising compounds and repurposed drugs for further development.


Subject(s)
Antiviral Agents/pharmacology , Betacoronavirus/drug effects , Coronavirus Infections/drug therapy , Databases, Factual , Pneumonia, Viral/drug therapy , Animals , Antiviral Agents/therapeutic use , COVID-19 , Cells, Cultured , Clinical Trials as Topic , Coronavirus/drug effects , Drug Evaluation, Preclinical , Humans , Mammals , Models, Animal , Pandemics , Registries , SARS-CoV-2 , Species Specificity , User-Computer Interface , COVID-19 Drug Treatment
12.
Medicine (Baltimore) ; 99(37): e21661, 2020 Sep 11.
Article in English | MEDLINE | ID: mdl-32925712

ABSTRACT

To support optimal third-line antiretroviral therapy (ART) selection in Namibia, we investigated the prevalence of HIV drug resistance (HIVDR) at time of failure of second-line ART. A cross-sectional study was conducted between August 2016 and February 2017. HIV-infected people ≥15 years of age with confirmed virological failure while receiving ritonavir-boosted protease inhibitor (PI/r)-based second-line ART were identified at 15 high-volume ART clinics representing over >70% of the total population receiving second-line ART. HIVDR genotyping of dried blood spots obtained from these individuals was performed using standard population sequencing methods. The Stanford HIVDR algorithm was used to identify sequences with predicted resistance; genotypic susceptibility scores for potential third-line regimens were calculated. Two hundred thirty-eight individuals were enrolled; 57.6% were female. The median age and duration on PI/r-based ART at time of enrolment were 37 years and 3.46 years, respectively. 97.5% received lopinavir/ritonavir-based regimens. The prevalence of nucleoside reverse transcriptase inhibitor (NRTI), non-nucleoside reverse transcriptase inhibitor (NNRTI), and PI/r resistance was 50.6%, 63.1%, and 13.1%, respectively. No significant association was observed between HIVDR prevalence and age or sex. This study demonstrates high levels of NRTI and NNRTI resistance and moderate levels of PI resistance in people receiving PI/r-based second-line ART in Namibia. Findings underscore the need for objective and inexpensive measures of adherence to identify those in need of intensive adherence counselling, routine viral load monitoring to promptly detect virological failure, and HIVDR genotyping to optimize selection of third-line drugs in Namibia.


Subject(s)
Anti-HIV Agents/therapeutic use , Drug Resistance, Viral , HIV Infections/drug therapy , Adolescent , Adult , Cross-Sectional Studies , Female , HIV/drug effects , Humans , Lopinavir/therapeutic use , Male , Middle Aged , Namibia/epidemiology , Prevalence , Reverse Transcriptase Inhibitors/therapeutic use , Ritonavir/therapeutic use , Treatment Failure , Young Adult
13.
Viruses ; 12(7)2020 06 27.
Article in English | MEDLINE | ID: mdl-32605062

ABSTRACT

Next-generation sequencing (NGS) is increasingly used for HIV-1 drug resistance genotyping. NGS methods have the potential for a more sensitive detection of low-abundance variants (LAV) compared to standard Sanger sequencing (SS) methods. A standardized threshold for reporting LAV that generates data comparable to those derived from SS is needed to allow for the comparability of data from laboratories using NGS and SS. Ten HIV-1 specimens were tested in ten laboratories using Illumina MiSeq-based methods. The consensus sequences for each specimen using LAV thresholds of 5%, 10%, 15%, and 20% were compared to each other and to the consensus of the SS sequences (protease 4-99; reverse transcriptase 38-247). The concordance among laboratories' sequences at different thresholds was evaluated by pairwise sequence comparisons. NGS sequences generated using the 20% threshold were the most similar to the SS consensus (average 99.6% identity, range 96.1-100%), compared to 15% (99.4%, 88.5-100%), 10% (99.2%, 87.4-100%), or 5% (98.5%, 86.4-100%). The average sequence identity between laboratories using thresholds of 20%, 15%, 10%, and 5% was 99.1%, 98.7%, 98.3%, and 97.3%, respectively. Using the 20% threshold, we observed an excellent agreement between NGS and SS, but significant differences at lower thresholds. Understanding how variation in NGS methods influences sequence quality is essential for NGS-based HIV-1 drug resistance genotyping.


Subject(s)
Drug Resistance, Viral/genetics , Genotyping Techniques/methods , HIV-1/genetics , High-Throughput Nucleotide Sequencing , Laboratories/standards , Genetic Variation , Genotype , HIV Reverse Transcriptase/genetics , HIV-1/drug effects , HIV-1/enzymology , Mutation , Peptide Hydrolases/genetics , Sequence Analysis, DNA
14.
Viruses ; 12(6)2020 06 05.
Article in English | MEDLINE | ID: mdl-32516949

ABSTRACT

Higher accessibility and decreasing costs of next generation sequencing (NGS), availability of commercial kits, and development of dedicated analysis pipelines, have allowed an increasing number of laboratories to adopt this technology for HIV drug resistance (HIVDR) genotyping. Conventional HIVDR genotyping is traditionally carried out using population-based Sanger sequencing, which has a limited capacity for reliable detection of variants present at intra-host frequencies below a threshold of approximately 20%. NGS has the potential to improve sensitivity and quantitatively identify low-abundance variants, improving efficiency and lowering costs. However, some challenges exist for the standardization and quality assurance of NGS-based HIVDR genotyping. In this paper, we highlight considerations of these challenges as related to laboratory, clinical, and implementation of NGS for HIV drug resistance testing. Several sources of variation and bias occur in each step of the general NGS workflow, i.e., starting material, sample type, PCR amplification, library preparation method, instrument and sequencing chemistry-inherent errors, and data analysis options and limitations. Additionally, adoption of NGS-based HIVDR genotyping, especially for clinical care, poses pressing challenges, especially for resource-poor settings, including infrastructure and equipment requirements and cost, logistic and supply chains, instrument service availability, personnel training, validated laboratory protocols, and standardized analysis outputs. The establishment of external quality assessment programs may help to address some of these challenges and is needed to proceed with NGS-based HIVDR genotyping adoption.


Subject(s)
Anti-HIV Agents/pharmacology , Drug Resistance, Viral , HIV Infections/virology , HIV-1/drug effects , HIV-1/genetics , High-Throughput Nucleotide Sequencing , Animals , Drug Evaluation, Preclinical , Genotype , HIV Infections/drug therapy , HIV-1/isolation & purification , HIV-1/physiology , Humans
15.
Viruses ; 12(5)2020 05 18.
Article in English | MEDLINE | ID: mdl-32443529

ABSTRACT

Next-generation sequencing (NGS) is likely to become the new standard method for HIV drug resistance (HIVDR) genotyping. Despite the significant advances in the development of wet-lab protocols and bioinformatic data processing pipelines, one often-missing critical component of an NGS HIVDR assay for clinical use is external quality assessment (EQA). EQA is essential for ensuring assay consistency and laboratory competency in performing routine biomedical assays, and the rollout of NGS HIVDR tests in clinical practice will require an EQA. In September 2019, the 2nd International Symposium on NGS HIVDR was held in Winnipeg, Canada. It convened a multidisciplinary panel of experts, including research scientists, clinicians, bioinformaticians, laboratory biologists, biostatisticians, and EQA experts. A themed discussion was conducted on EQA strategies towards such assays during the symposium. This article describes the logistical challenges identified and summarizes the opinions and recommendations derived from these discussions, which may inform the development of an inaugural EQA program for NGS HIVDR in the near future.


Subject(s)
Drug Resistance, Viral/genetics , HIV-1/genetics , High-Throughput Nucleotide Sequencing/standards , Quality Assurance, Health Care , Sequence Analysis, RNA/standards , Congresses as Topic , Diagnostic Tests, Routine/standards , Genotype , HIV Infections/virology , Quality Assurance, Health Care/organization & administration
16.
Viruses ; 12(6)2020 05 27.
Article in English | MEDLINE | ID: mdl-32471096

ABSTRACT

HIV drug resistance is a major global challenge to successful and sustainable antiretroviral therapy. Next-generation sequencing (NGS)-based HIV drug resistance (HIVDR) assays enable more sensitive and quantitative detection of drug-resistance-associated mutations (DRMs) and outperform Sanger sequencing approaches in detecting lower abundance resistance mutations. While NGS is likely to become the new standard for routine HIVDR testing, many technical and knowledge gaps remain to be resolved before its generalized adoption in regular clinical care, public health, and research. Recognizing this, we conceived and launched an international symposium series on NGS HIVDR, to bring together leading experts in the field to address these issues through in-depth discussions and brainstorming. Following the first symposium in 2018 (Winnipeg, MB Canada, 21-22 February, 2018), a second "Winnipeg Consensus" symposium was held in September 2019 in Winnipeg, Canada, and was focused on external quality assurance strategies for NGS HIVDR assays. In this paper, we summarize this second symposium's goals and highlights.


Subject(s)
HIV Infections/drug therapy , HIV/genetics , High-Throughput Nucleotide Sequencing , Anti-HIV Agents/therapeutic use , Congresses as Topic , Drug Resistance, Viral/genetics , HIV/drug effects , HIV Infections/virology , Humans
17.
Sci Rep ; 10(1): 1634, 2020 01 31.
Article in English | MEDLINE | ID: mdl-32005884

ABSTRACT

Next generation sequencing (NGS) is a trending new standard for genotypic HIV-1 drug resistance (HIVDR) testing. Many NGS HIVDR data analysis pipelines have been independently developed, each with variable outputs and data management protocols. Standardization of such analytical methods and comparison of available pipelines are lacking, yet may impact subsequent HIVDR interpretation and other downstream applications. Here we compared the performance of five NGS HIVDR pipelines using proficiency panel samples from NIAID Virology Quality Assurance (VQA) program. Ten VQA panel specimens were genotyped by each of six international laboratories using their own in-house NGS assays. Raw NGS data were then processed using each of the five different pipelines including HyDRA, MiCall, PASeq, Hivmmer and DEEPGEN. All pipelines detected amino acid variants (AAVs) at full range of frequencies (1~100%) and demonstrated good linearity as compared to the reference frequency values. While the sensitivity in detecting low abundance AAVs, with frequencies between 1~20%, is less a concern for all pipelines, their specificity dramatically decreased at AAV frequencies <2%, suggesting that 2% threshold may be a more reliable reporting threshold for ensured specificity in AAV calling and reporting. More variations were observed among the pipelines when low abundance AAVs are concerned, likely due to differences in their NGS read quality control strategies. Findings from this study highlight the need for standardized strategies for NGS HIVDR data analysis, especially for the detection of minority HIVDR variants.


Subject(s)
Drug Resistance, Viral/genetics , HIV-1/genetics , High-Throughput Nucleotide Sequencing/methods , Amino Acids/genetics , Genetic Variation/genetics , Genotype , HIV Infections/virology , HIV Seropositivity , Humans , Sensitivity and Specificity
18.
J Infect Dis ; 221(10): 1584-1597, 2020 04 27.
Article in English | MEDLINE | ID: mdl-31809534

ABSTRACT

BACKGROUND: The presence of high-abundance drug-resistant HIV-1 jeopardizes success of antiretroviral therapy (ART). Despite numerous investigations, the clinical impact of low-abundance drug-resistant HIV-1 variants (LA-DRVs) at levels <15%-25% of the virus population in antiretroviral (ARV) drug-naive individuals remains controversial. METHODS: We systematically reviewed 103 studies assessing prevalence, detection methods, technical and clinical detection cutoffs, and clinical significance of LA-DRVs in antiretroviral drug-naive adults. RESULTS: In total, 14 919 ARV drug-naive individuals were included. Prevalence of LA-DRVs (ie, proportion of individuals harboring LA-DRVs) was 0%-100%. Technical detection cutoffs showed a 4 log range (0.001%-10%); 42/103 (40.8%) studies investigating the impact of LA-DRVs on ART; 25 studies included only individuals on first-line nonnucleoside reverse transcriptase inhibitor-based ART regimens. Eleven of those 25 studies (44.0%) reported a significantly association between preexisting LA-DRVs and risk of virological failure whereas 14/25 (56.0%) did not. CONCLUSIONS: Comparability of the 103 studies is hampered by high heterogeneity of the studies' designs and use of different methods to detect LA-DRVs. Thus, evaluating clinical impact of LA-DRVs on first-line ART remains challenging. We, the WHO HIVResNet working group, defined central areas of future investigations to guide further efforts to implement ultrasensitive resistance testing in routine settings.


Subject(s)
Anti-HIV Agents/pharmacology , Drug Resistance, Viral/genetics , HIV Infections/drug therapy , HIV Infections/virology , HIV-1/drug effects , Genetic Variation , HIV-1/genetics , Humans
19.
J Antimicrob Chemother ; 75(1): 170-182, 2020 01 01.
Article in English | MEDLINE | ID: mdl-31617907

ABSTRACT

BACKGROUND: Integrase strand transfer inhibitors (INSTIs) are expected to be widely adopted globally, requiring surveillance of resistance emergence and transmission. OBJECTIVES: We therefore sought to develop a standardized list of INSTI-resistance mutations suitable for the surveillance of transmitted INSTI resistance. METHODS: To characterize the suitability of the INSTI-resistance mutations for transmitted HIV-1 drug resistance (TDR) surveillance, we classified them according to their presence on published expert lists, conservation in INSTI-naive persons, frequency in INSTI-treated persons and contribution to reduced in vitro susceptibility. Mutation prevalences were determined using integrase sequences from 17302 INSTI-naive and 2450 INSTI-treated persons; 53.3% of the INSTI-naive sequences and 20.0% of INSTI-treated sequences were from non-B subtypes. Approximately 10% of sequences were from persons who received dolutegravir alone or a first-generation INSTI followed by dolutegravir. RESULTS: Fifty-nine previously recognized (or established) INSTI-resistance mutations were present on one or more of four published expert lists. They were classified into three main non-overlapping groups: 29 relatively common non-polymorphic mutations, occurring in five or more individuals and significantly selected by INSTI treatment; 8 polymorphic mutations; and 22 rare mutations. Among the 29 relatively common INSTI-selected mutations, 24 emerged as candidates for inclusion on a list of INSTI surveillance drug-resistance mutations: T66A/I/K, E92G/Q, G118R, F121Y, E138A/K/T, G140A/C/S, Y143C/H/R/S, S147G, Q148H/R/K, N155H, S230R and R263K. CONCLUSIONS: A set of 24 non-polymorphic INSTI-selected mutations is likely to be useful for quantifying INSTI-associated TDR. This list may require updating as more sequences become available from INSTI-experienced persons infected with HIV-1 non-subtype B viruses and/or receiving dolutegravir.


Subject(s)
Drug Resistance, Viral/genetics , HIV Infections/epidemiology , HIV Integrase Inhibitors/pharmacology , HIV Integrase/genetics , HIV-1/drug effects , Heterocyclic Compounds, 3-Ring/pharmacology , Oxazines/pharmacology , Piperazines/pharmacology , Pyridones/pharmacology , Epidemiological Monitoring , Gene Regulatory Networks , Genotype , HIV Infections/drug therapy , HIV Integrase Inhibitors/therapeutic use , Heterocyclic Compounds, 3-Ring/therapeutic use , Humans , Mutation , Oxazines/therapeutic use , Phenotype , Piperazines/therapeutic use , Prevalence , Pyridones/therapeutic use
20.
PLoS One ; 14(7): e0220345, 2019.
Article in English | MEDLINE | ID: mdl-31348809

ABSTRACT

BACKGROUND: Two manufacturers, Maxim Biomedical and Sedia Biosciences Corporation, supply CDC-approved versions of the HIV-1 Limiting Antigen Avidity EIA (LAg) for detecting 'recent' HIV infection in cross-sectional incidence estimation. This study assesses and compares the performance of the two assays for incidence surveillance. METHODS: We ran both assays on a panel of 2,500 well-characterized HIV-1-infected specimens. We analysed concordance of assay results, assessed reproducibility using repeat testing and estimated mean durations of recent infection (MDRIs) and false-recent rates (FRRs) for a range of normalized optical density (ODn) thresholds, alone and in combination with viral load thresholds. We defined three hypothetical surveillance scenarios, similar to the Kenyan and South African epidemics, and a concentrated epidemic. These scenarios allowed us to evaluate the precision of incidence estimates obtained by means of various recent infection testing algorithms (RITAs) based on each of the two assays. RESULTS: The Maxim assay produced lower ODn values than the Sedia assay on average, largely as a result of higher calibrator readings (mean OD of 0.749 vs. 0.643), with correlation of normalized readings lower (R2 = 0.908 vs. R2 = 0.938). Reproducibility on blinded control specimens was slightly better for Maxim. The MDRI of a Maxim-based algorithm at the 'standard' threshold (ODn ≤1.5 & VL >1,000) was 201 days (95% CI: 180,223) and for Sedia 171 (152,191). The difference Differences in MDRI were estimated at 32.7 (22.9,42.8) and 30.9 days (21.7,40.7) for the two algorithms, respectively. Commensurately, the Maxim algorithm had a higher FRR in treatment-naive subjects (1.7% vs. 1.1%). The two assays produced similar precision of incidence estimates in the three surveillance scenarios. CONCLUSIONS: Differences between the assays can be primarily attributed to the calibrators supplied by the manufacturers. Performance for surveillance was extremely similar, although different thresholds were optimal (i.e. produced the lowest variance of incidence estimates) and at any given ODn threshold, different estimates of MDRI and FRR were obtained. The two assays cannot be treated as interchangeable: assay and algorithm-specific performance characteristic estimates must be used for survey planning and incidence estimation.


Subject(s)
Epidemics , HIV Antigens/physiology , HIV Infections/epidemiology , HIV-1/immunology , Algorithms , Cross-Sectional Studies , Female , HIV Antigens/immunology , HIV Infections/immunology , Humans , Incidence , Kenya , Population Surveillance , Viral Load
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