1
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Henerico S, Lyimo E, Makubi AN, Magesa D, Desderius B, Mueller A, Changalucha J, Aloyce M, Maziku B, Kidenya BR, Kalluvya SE, Van Zyl G, Preiser W, Mshana SE, Kasang C. Virological impact of HIV drug-resistance testing in children, adolescents, and adults failing first-line ART in Tanzania. J Glob Antimicrob Resist 2024:S2213-7165(24)00149-8. [PMID: 39197654 DOI: 10.1016/j.jgar.2024.07.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Revised: 06/19/2024] [Accepted: 07/26/2024] [Indexed: 09/01/2024] Open
Abstract
BACKGROUND Prospective data on the effectiveness of resistance testing in informing treatment decisions and outcomes in with first-line failure in these settings is limited. This study aimed to assess the virological impact of HIV drug-resistance testing in patients with virological failure in Tanzania. METHODS Participants were randomly assigned to either the control or the experimental group. In addition to the standard of care, patients in the experimental group had access to genotypic drug-resistance testing, information used during treatment change, and were followed up at six-and 12-months to determine virological suppression. RESULTS A total of 261 patients with a median age of 32 (14.7-44.7) years were enrolled. In the intention-to-treat analysis, at 6-months, suppression was achieved in 58 (42.3%; 95% CI, 34.1-50.1) experimental group patients versus 51 (41.1%; 95% CI, 32.5-49.8) control group patients, with a p-value of 0.4. At-12 months, suppression was achieved in 110 (80.3%; 95% CI, 73.6-87) experimental patients versus 99 (79.8%; 95% CI, 72.8-86.9) control patients, with a p-value of 0.5. In the per-protocol analysis, at 6-months, suppression was observed in 38.46% (95% CI, 27.6-49.3) experimental patients versus 38.6% (95% CI, 26.0-51.2) control patients, with a p-value of 0.5. At 12-months, suppression was observed in 79.49% (95% CI, 70.5-88.5) of experimental patients versus 75.44% (95% CI, 64.3-86.6) of control patients, with a p-value of 0.3. CONCLUSION Conducting HIV drug-resistance testing, and switch to individualised second-line regimens did not significantly improve virological suppression in patients experiencing first-line ART failure in Tanzania.
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Affiliation(s)
- Shimba Henerico
- Bugando Medical Centre, P.O Box 1370, Mwanza, United Republic of Tanzania.
| | - Eric Lyimo
- National Institute for Medical Research, Mwanza Research Centre, P.O Box 1462, Mwanza, United Republic of Tanzania
| | - Abel N Makubi
- The Ministry of Health, P.O Box 743, Dodoma, United Republic of Tanzania
| | - Daniel Magesa
- Centers for Disease Control and Prevention, 2448 Barak Obama Drive, Dar es Salaam, United Republic of Tanzania
| | - Bernard Desderius
- Bugando Medical Centre, P.O Box 1370, Mwanza, United Republic of Tanzania; Catholic University of Health and Allied Sciences-Bugando, P.O Box 1464, Mwanza, United Republic of Tanzania
| | - Andreas Mueller
- Klinikum Wuerzburg Mitte gGmbH, Missioklinik, Department of Tropical Medicine, Salvatorstraße 7, 97074 Würzburg, Germany
| | - John Changalucha
- National Institute for Medical Research, Mwanza Research Centre, P.O Box 1462, Mwanza, United Republic of Tanzania
| | - Michael Aloyce
- Pastoral Activities and Services for people with AIDS Dar es Salaam Archdiocese (PASADA), P.O Box 70225, Dar-es-Salaam, United Republic of Tanzania
| | - Bence Maziku
- Pastoral Activities and Services for people with AIDS Dar es Salaam Archdiocese (PASADA), P.O Box 70225, Dar-es-Salaam, United Republic of Tanzania
| | - Benson R Kidenya
- Catholic University of Health and Allied Sciences-Bugando, P.O Box 1464, Mwanza, United Republic of Tanzania
| | - Samuel E Kalluvya
- Bugando Medical Centre, P.O Box 1370, Mwanza, United Republic of Tanzania; Catholic University of Health and Allied Sciences-Bugando, P.O Box 1464, Mwanza, United Republic of Tanzania
| | - Gert Van Zyl
- Division of Medical Virology, Faculty of Medicine and Health Sciences, Stellenbosch University/National Health Laboratory Service (NHLS), Private bag X1, Matieland 7602, Tygerberg, Cape Town, South Africa
| | - Wolfgang Preiser
- Division of Medical Virology, Faculty of Medicine and Health Sciences, Stellenbosch University/National Health Laboratory Service (NHLS), Private bag X1, Matieland 7602, Tygerberg, Cape Town, South Africa
| | - Stephen E Mshana
- Catholic University of Health and Allied Sciences-Bugando, P.O Box 1464, Mwanza, United Republic of Tanzania
| | - Christa Kasang
- German Leprosy and Tuberculosis Relief Association (DAHW), Raiffeisenstraße 3, 97080 Würzburg, Germany; Medmissio, 97074 Würzburg, Germany
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2
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Foka FET, Mufhandu HT. Current ARTs, Virologic Failure, and Implications for AIDS Management: A Systematic Review. Viruses 2023; 15:1732. [PMID: 37632074 PMCID: PMC10458198 DOI: 10.3390/v15081732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 08/02/2023] [Accepted: 08/09/2023] [Indexed: 08/27/2023] Open
Abstract
Antiretroviral therapies (ARTs) have revolutionized the management of human immunodeficiency virus (HIV) infection, significantly improved patient outcomes, and reduced the mortality rate and incidence of acquired immunodeficiency syndrome (AIDS). However, despite the remarkable efficacy of ART, virologic failure remains a challenge in the long-term management of HIV-infected individuals. Virologic failure refers to the persistent detectable viral load in patients receiving ART, indicating an incomplete suppression of HIV replication. It can occur due to various factors, including poor medication adherence, drug resistance, suboptimal drug concentrations, drug interactions, and viral factors such as the emergence of drug-resistant strains. In recent years, extensive efforts have been made to understand and address virologic failure in order to optimize treatment outcomes. Strategies to prevent and manage virologic failure include improving treatment adherence through patient education, counselling, and supportive interventions. In addition, the regular monitoring of viral load and resistance testing enables the early detection of treatment failure and facilitates timely adjustments in ART regimens. Thus, the development of novel antiretroviral agents with improved potency, tolerability, and resistance profiles offers new options for patients experiencing virologic failure. However, new treatment options would also face virologic failure if not managed appropriately. A solution to virologic failure requires a comprehensive approach that combines individualized patient care, robust monitoring, and access to a range of antiretroviral drugs.
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Affiliation(s)
- Frank Eric Tatsing Foka
- Department of Microbiology, Virology Laboratory, School of Biological Sciences, Faculty of Natural and Agricultural Sciences, North West University, Mafikeng, Private Bag, Mmabatho X2046, South Africa
| | - Hazel Tumelo Mufhandu
- Department of Microbiology, Virology Laboratory, School of Biological Sciences, Faculty of Natural and Agricultural Sciences, North West University, Mafikeng, Private Bag, Mmabatho X2046, South Africa
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3
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Chu C, Armenia D, Walworth C, Santoro MM, Shafer RW. Genotypic Resistance Testing of HIV-1 DNA in Peripheral Blood Mononuclear Cells. Clin Microbiol Rev 2022; 35:e0005222. [PMID: 36102816 PMCID: PMC9769561 DOI: 10.1128/cmr.00052-22] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
HIV-1 DNA exists in nonintegrated linear and circular episomal forms and as integrated proviruses. In patients with plasma viremia, most peripheral blood mononuclear cell (PBMC) HIV-1 DNA consists of recently produced nonintegrated virus DNA while in patients with prolonged virological suppression (VS) on antiretroviral therapy (ART), most PBMC HIV-1 DNA consists of proviral DNA produced months to years earlier. Drug-resistance mutations (DRMs) in PBMCs are more likely to coexist with ancestral wild-type virus populations than they are in plasma, explaining why next-generation sequencing is particularly useful for the detection of PBMC-associated DRMs. In patients with ongoing high levels of active virus replication, the DRMs detected in PBMCs and in plasma are usually highly concordant. However, in patients with lower levels of virus replication, it may take several months for plasma virus DRMs to reach detectable levels in PBMCs. This time lag explains why, in patients with VS, PBMC genotypic resistance testing (GRT) is less sensitive than historical plasma virus GRT, if previous episodes of virological failure and emergent DRMs were either not prolonged or not associated with high levels of plasma viremia. Despite the increasing use of PBMC GRT in patients with VS, few studies have examined the predictive value of DRMs on the response to a simplified ART regimen. In this review, we summarize what is known about PBMC HIV-1 DNA dynamics, particularly in patients with suppressed plasma viremia, the methods used for PBMC HIV-1 GRT, and the scenarios in which PBMC GRT has been used clinically.
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Affiliation(s)
- Carolyn Chu
- Department of Family and Community Medicine, University of California San Francisco, San Francisco, California, USA
| | - Daniele Armenia
- UniCamillus, Saint Camillus International University of Health Sciences, Rome, Italy
| | - Charles Walworth
- LabCorp-Monogram Biosciences, South San Francisco, California, USA
| | - Maria M. Santoro
- Department of Experimental Medicine, University of Rome “Tor Vergata”, Rome, Italy
| | - Robert W. Shafer
- Division of Infectious Diseases, Department of Medicine, Stanford University, Stanford, California, USA
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4
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Towards Next-Generation Sequencing for HIV-1 Drug Resistance Testing in a Clinical Setting. Viruses 2022; 14:v14102208. [PMID: 36298763 PMCID: PMC9608942 DOI: 10.3390/v14102208] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2022] [Revised: 09/25/2022] [Accepted: 10/05/2022] [Indexed: 11/15/2022] Open
Abstract
The HIV genotypic resistance test (GRT) is a standard of care for the clinical management of HIV/AIDS patients. In recent decades, population or Sanger sequencing has been the foundation for drug resistance monitoring in clinical settings. However, the advent of high-throughput or next-generation sequencing has caused a paradigm shift towards the detection and characterization of low-abundance covert mutations that would otherwise be missed by population sequencing. This is clinically significant, as these mutations can potentially compromise the efficacy of antiretroviral therapy, causing poor virologic suppression. Therefore, it is important to develop a more sensitive method so as to reliably detect clinically actionable drug-resistant mutations (DRMs). Here, we evaluated the diagnostic performance of a laboratory-developed, high-throughput, sequencing-based GRT using 103 archived clinical samples that were previously tested for drug resistance using population sequencing. As expected, high-throughput sequencing found all the DRMs that were detectable by population sequencing. Significantly, 78 additional DRMs were identified only by high-throughput sequencing, which is statistically significant based on McNemar's test. Overall, our results complement previous studies, supporting the notion that the two methods are well correlated, and the high-throughput sequencing method appears to be an excellent alternative for drug resistance testing in a clinical setting.
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5
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Waddington C, Carey ME, Boinett CJ, Higginson E, Veeraraghavan B, Baker S. Exploiting genomics to mitigate the public health impact of antimicrobial resistance. Genome Med 2022; 14:15. [PMID: 35172877 PMCID: PMC8849018 DOI: 10.1186/s13073-022-01020-2] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 02/04/2022] [Indexed: 12/13/2022] Open
Abstract
Antimicrobial resistance (AMR) is a major global public health threat, which has been largely driven by the excessive use of antimicrobials. Control measures are urgently needed to slow the trajectory of AMR but are hampered by an incomplete understanding of the interplay between pathogens, AMR encoding genes, and mobile genetic elements at a microbial level. These factors, combined with the human, animal, and environmental interactions that underlie AMR dissemination at a population level, make for a highly complex landscape. Whole-genome sequencing (WGS) and, more recently, metagenomic analyses have greatly enhanced our understanding of these processes, and these approaches are informing mitigation strategies for how we better understand and control AMR. This review explores how WGS techniques have advanced global, national, and local AMR surveillance, and how this improved understanding is being applied to inform solutions, such as novel diagnostic methods that allow antimicrobial use to be optimised and vaccination strategies for better controlling AMR. We highlight some future opportunities for AMR control informed by genomic sequencing, along with the remaining challenges that must be overcome to fully realise the potential of WGS approaches for international AMR control.
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Affiliation(s)
- Claire Waddington
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, CB2 0AW, UK.,Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
| | - Megan E Carey
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, CB2 0AW, UK.,Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
| | | | - Ellen Higginson
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, CB2 0AW, UK.,Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK
| | - Balaji Veeraraghavan
- Department of Microbiology, Christian Medical College, Vellore, Tamil Nadu, India
| | - Stephen Baker
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, CB2 0AW, UK. .,Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge Biomedical Campus, Cambridge, UK.
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6
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Gulick RM, Glesby MJ. Managing HIV Treatment Failure: Time to REVAMP? Ann Intern Med 2021; 174:1753-1754. [PMID: 34698505 DOI: 10.7326/m21-3903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Affiliation(s)
- Roy M Gulick
- Division of Infectious Diseases, Department of Medicine, Weill Cornell Medicine, New York, New York
| | - Marshall J Glesby
- Division of Infectious Diseases, Department of Medicine, Weill Cornell Medicine, New York, New York
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7
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Kingwara L, Karanja M, Ngugi C, Kangogo G, Bera K, Kimani M, Bowen N, Abuya D, Oramisi V, Mukui I. From Sequence Data to Patient Result: A Solution for HIV Drug Resistance Genotyping With Exatype, End to End Software for Pol-HIV-1 Sanger Based Sequence Analysis and Patient HIV Drug Resistance Result Generation. J Int Assoc Provid AIDS Care 2021; 19:2325958220962687. [PMID: 32990139 PMCID: PMC7536479 DOI: 10.1177/2325958220962687] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Introduction: With the rapid scale-up of antiretroviral therapy (ART) to treat HIV
infection, there are ongoing concerns regarding probable emergence and
transmission of HIV drug resistance (HIVDR) mutations. This scale-up has to
lead to an increased need for routine HIVDR testing to inform the clinical
decision on a regimen switch. Although the majority of wet laboratory
processes are standardized, slow, labor-intensive data transfer and
subjective manual sequence interpretation steps are still required to
finalize and release patient results. We thus set out to validate the
applicability of a software package to generate HIVDR patient results from
raw sequence data independently. Methods: We assessed the performance characteristics of Hyrax Bioscience’s Exatype (a
sequence data to patient result, fully automated sequence analysis software,
which consolidates RECall, MEGA X and the Stanford HIV database) against the
standard method (RECall and Stanford database). Exatype is a web-based HIV
Drug resistance bioinformatic pipeline available at sanger.exatype.com. To validate the exatype, we used a test set of
135 remnant HIV viral load samples at the National HIV Reference Laboratory
(NHRL). Result: We analyzed, and successfully generated results of 126 sequences out of 135
specimens by both Standard and Exatype software. Result production using
Exatype required minimal hands-on time in comparison to the Standard (6
computation-hours using the standard method versus 1.5 Exatype
computation-hours). Concordance between the 2 systems was 99.8% for 311,227
bases compared. 99.7% of the 0.2% discordant bases, were attributed to
nucleotide mixtures as a result of the sequence editing in Recall. Both
methods identified similar (99.1%) critical antiretroviral
resistance-associated mutations resulting in a 99.2% concordance of
resistance susceptibility interpretations. The Base-calling comparison
between the 2 methods had Cohen’s kappa (0.97 to 0.99), implying an almost
perfect agreement with minimal base calling variation. On a predefined
dataset, RECall editing displayed the highest probability to score mixtures
accurately 1 vs. 0.71 and the lowest chance to inaccurately assign mixtures
to pure nucleotides (0.002–0.0008). This advantage is attributable to the
manual sequence editing in RECall. Conclusion: The reduction in hands-on time needed is a benefit when using the Exatype HIV
DR sequence analysis platform and result generation tool. There is a minimal
difference in base calling between Exatype and standard methods. Although
the discrepancy has minimal impact on drug resistance interpretation,
allowance of sequence editing in Exatype as RECall can significantly improve
its performance.
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Affiliation(s)
- Leonard Kingwara
- National Public Health Laboratory (NPHL), Nairobi, Kenya.,National AIDS and STI Control Program (NASCOP), Nairobi, Kenya
| | - Muthoni Karanja
- National AIDS and STI Control Program (NASCOP), Nairobi, Kenya
| | - Catherine Ngugi
- National AIDS and STI Control Program (NASCOP), Nairobi, Kenya
| | - Geoffrey Kangogo
- National Public Health Laboratory (NPHL), Nairobi, Kenya.,National AIDS and STI Control Program (NASCOP), Nairobi, Kenya
| | - Kipkerich Bera
- National Public Health Laboratory (NPHL), Nairobi, Kenya
| | - Maureen Kimani
- National AIDS and STI Control Program (NASCOP), Nairobi, Kenya
| | - Nancy Bowen
- National Public Health Laboratory (NPHL), Nairobi, Kenya
| | - Dorcus Abuya
- National Public Health Laboratory (NPHL), Nairobi, Kenya.,National AIDS and STI Control Program (NASCOP), Nairobi, Kenya
| | - Violet Oramisi
- National AIDS and STI Control Program (NASCOP), Nairobi, Kenya
| | - Irene Mukui
- National AIDS and STI Control Program (NASCOP), Nairobi, Kenya
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8
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Khan NH, Kohli M, Gupta K, Das BK, Pandey RM, Sinha S. HIV Drug Resistance Mutations in Patients with HIV and HIV-TB Coinfection After Failure of First-Line Therapy: A Prevalence Study in a Resource-Limited Setting. J Int Assoc Provid AIDS Care 2020; 18:2325958219849061. [PMID: 31117863 PMCID: PMC6748516 DOI: 10.1177/2325958219849061] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Introduction: The present study aimed to report the prevalent HIV-1 drug-resistant mutations in
patients with HIV-1 alone and tuberculosis (TB) coinfection alone to improve our
understanding of the mutation patterns and aid treatment decisions. Methods: Patients with HIV-1 and HIV-TB on treatment for more than 1 year with suspected failure
were recruited. Sequencing of protease and two-thirds of the region of reverse
transcriptase gene was done for drug-resistant mutations. Results: In the HIV-TB group (n = 25), 88%, 92%, and 12% had mutations to nucleoside reverse
transcriptase inhibitors (NRTIs), non-nucleoside reverse transcriptase inhibitors
(NNRTIs), and protease inhibitors (PIs), respectively. In the HIV-alone group (n = 25),
84%, 100%, and 4% had mutations to NRTIs, NNRTIs, and PIs, respectively. M184V, M41L,
D67N, G190A, A98G, and K103N were the most common mutations seen. Conclusion: There is a high prevalence of drug-resistant mutations in HIV and HIV-TB coinfected
patients.
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Affiliation(s)
- Nawaid Hussain Khan
- 1 Department of Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Mikashmi Kohli
- 1 Department of Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Kartik Gupta
- 1 Department of Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Bimal Kumar Das
- 2 Department of Microbiology, All India Institute of Medical Sciences, New Delhi, India
| | - Ravindra Mohan Pandey
- 3 Department of Biostatistics, All India Institute of Medical Sciences, New Delhi, India
| | - Sanjeev Sinha
- 1 Department of Medicine, All India Institute of Medical Sciences, New Delhi, India
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9
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Characterization of HIV-1 subtypes and drug resistance mutations in Henan Province, China (2017-2019). Arch Virol 2020; 165:1453-1461. [PMID: 32279138 PMCID: PMC7222071 DOI: 10.1007/s00705-020-04606-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2019] [Accepted: 03/04/2020] [Indexed: 11/05/2022]
Abstract
Human immunodeficiency virus type 1 (HIV-1) infection remains a severe public health problem worldwide. In this study, we investigated the distribution of HIV-1 subtypes and the prevalence of drug resistance mutations (DRMs) among patients with HIV-1 infection in Henan Province, China. HIV-1 strains in blood samples taken from inpatients and outpatients visiting the Sixth People’s Hospital of Zhengzhou from August 2017 to July 2019 with a viral load (VL) greater than 1000 copies/ml were subjected to subtype and DRMs analysis. Out of a total of 769 samples, subtype and DRM data were obtained from 657 (85.43%) samples. Phylogenetic analysis based on partial pol gene sequences indicated that the most commonly found genotype was subtype B (45.51%, 299/657), followed by CRF01_AE (28.61%, 188/657), CRF07_BC (15.68%, 103/657), CRF08_BC (0.76%, 5/657), C (0.61%, 4/657), A (0.30%, 2/657), and others (8.52%, 56/657). Circulating recombinant forms (CRFs) were most commonly found in patients who were naïve to antiretroviral treatment (ART) (68.67%, 160/233). The percentage of patients with one or more major drug-resistance mutations was 50.99% (335/657), and it was 6.44% (15/233) in ART-naive patients that were primarily infected with subtype B (17.74%). Resistance mutations were most common at codons 65, 103, 106, 184, and 190 of the reverse transcriptase gene and codon 46 of the protease gene. Our study provides detailed information about the distribution of HIV-1 subtypes and the incidence of drug resistance mutations of different subtypes in ART-experienced and naïve patients. This can guide policymakers in making decisions about treatment strategies against HIV-1.
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Abstract
Approximately 20% of people with HIV in the United States prescribed antiretroviral therapy are not virally suppressed. Thus, optimal management of virologic failure has a critical role in the ability to improve viral suppression rates to improve long-term health outcomes for those infected and to achieve epidemic control. This article discusses the causes of virologic failure, the use of resistance testing to guide management after failure, interpretation and relevance of HIV drug resistance patterns, considerations for selection of second-line and salvage therapies, and management of virologic failure in special populations.
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Affiliation(s)
- Suzanne M McCluskey
- Division of Infectious Diseases, Harvard Medical School, Massachusetts General Hospital, 55 Fruit Street, GRJ5, Boston, MA 02114, USA.
| | - Mark J Siedner
- Division of Infectious Diseases, Harvard Medical School, Massachusetts General Hospital, 55 Fruit Street, GRJ5, Boston, MA 02114, USA
| | - Vincent C Marconi
- Division of Infectious Diseases, Department of Global Health, Emory University School of Medicine, Rollins School of Public Health, Health Sciences Research Building, 1760 Haygood Dr NE, Room W325, Atlanta, GA 30322, USA
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11
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Impacts and Challenges of Advanced Diagnostic Assays for Transplant Infectious Diseases. PRINCIPLES AND PRACTICE OF TRANSPLANT INFECTIOUS DISEASES 2019. [PMCID: PMC7121269 DOI: 10.1007/978-1-4939-9034-4_47] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The advanced technologies described in this chapter should allow for full inventories to be made of bacterial genes, their time- and place-dependent expression, and the resulting proteins as well as their outcome metabolites. The evolution of these molecular technologies will continue, not only in the microbial pathogens but also in the context of host-pathogen interactions targeting human genomics and transcriptomics. Their performance characteristics and limitations must be clearly understood by both laboratory personnel and clinicians to ensure proper utilization and interpretation.
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12
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Limited Marginal Utility of Deep Sequencing for HIV Drug Resistance Testing in the Age of Integrase Inhibitors. J Clin Microbiol 2018; 56:JCM.01443-18. [PMID: 30305383 PMCID: PMC6258839 DOI: 10.1128/jcm.01443-18] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Accepted: 10/02/2018] [Indexed: 02/02/2023] Open
Abstract
HIV drug resistance genotyping is a critical tool in the clinical management of HIV infections. Although resistance genotyping has traditionally been conducted using Sanger sequencing, next-generation sequencing (NGS) is emerging as a powerful tool due to its ability to detect low-frequency alleles. HIV drug resistance genotyping is a critical tool in the clinical management of HIV infections. Although resistance genotyping has traditionally been conducted using Sanger sequencing, next-generation sequencing (NGS) is emerging as a powerful tool due to its ability to detect low-frequency alleles. However, the clinical value added from NGS approaches to antiviral resistance testing remains to be demonstrated. We compared the variant detection capacity of NGS versus Sanger sequencing methods for resistance genotyping in 144 drug resistance tests (105 protease-reverse transcriptase tests and 39 integrase tests) submitted to our clinical virology laboratory over a four-month period in 2016 for Sanger-based HIV drug resistance testing. NGS detected all true high-frequency drug resistance mutations (>20% frequency) found by Sanger sequencing, with greater accuracy in one instance of a Sanger-detected false positive. Freely available online NGS variant callers HyDRA and PASeq were superior to Sanger methods for interpretations of allele linkage and automated variant calling. NGS additionally detected low-frequency mutations (1 to 20% frequency) associated with higher levels of drug resistance in 30/105 (29%) protease-reverse transcriptase tests and 4/39 (10%) integrase tests. In clinical follow-up of 69 individuals for a median of 674 days, we did not find a difference in rates of virological failure between individuals with and without low-frequency mutations, although rates of virological failure were higher for individuals with drug-relevant low-frequency mutations. However, all 27 individuals who experienced virological failure reported poor adherence to their drug regimen during the preceding follow-up time, and all 19 who subsequently improved their adherence achieved viral suppression at later time points, consistent with a lack of clinical resistance. In conclusion, in a population with low antiviral resistance emergence, NGS methods detected numerous instances of minor alleles that did not result in subsequent bona fide virological failure due to antiviral resistance.
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Abstract
BACKGROUND Resistance to antiretroviral therapy (ART) among people living with human immunodeficiency virus (HIV) compromises treatment effectiveness, often leading to virological failure and mortality. Antiretroviral drug resistance tests may be used at the time of initiation of therapy, or when treatment failure occurs, to inform the choice of ART regimen. Resistance tests (genotypic or phenotypic) are widely used in high-income countries, but not in resource-limited settings. This systematic review summarizes the relative merits of resistance testing in treatment-naive and treatment-exposed people living with HIV. OBJECTIVES To evaluate the effectiveness of antiretroviral resistance testing (genotypic or phenotypic) in reducing mortality and morbidity in HIV-positive people. SEARCH METHODS We attempted to identify all relevant studies, regardless of language or publication status, through searches of electronic databases and conference proceedings up to 26 January 2018. We searched MEDLINE, Embase, the Cochrane Central Register of Controlled Trials (CENTRAL), in the Cochrane Library, the World Health Organization (WHO) International Clinical Trials Registry Platform (ICTRP), and ClinicalTrials.gov to 26 January 2018. We searched Latin American and Caribbean Health Sciences Literature (LILACS) and the Web of Science for publications from 1996 to 26 January 2018. SELECTION CRITERIA We included all randomized controlled trials (RCTs) and observational studies that compared resistance testing to no resistance testing in people with HIV irrespective of their exposure to ART.Primary outcomes of interest were mortality and virological failure. Secondary outcomes were change in mean CD4-T-lymphocyte count, clinical progression to AIDS, development of a second or new opportunistic infection, change in viral load, and quality of life. DATA COLLECTION AND ANALYSIS Two review authors independently assessed each reference for prespecified inclusion criteria. Two review authors then independently extracted data from each included study using a standardized data extraction form. We analysed data on an intention-to-treat basis using a random-effects model. We performed subgroup analyses for the type of resistance test used (phenotypic or genotypic), use of expert advice to interpret resistance tests, and age (children and adolescents versus adults). We followed standard Cochrane methodological procedures. MAIN RESULTS Eleven RCTs (published between 1999 and 2006), which included 2531 participants, met our inclusion criteria. All of these trials exclusively enrolled patients who had previous exposure to ART. We found no observational studies. Length of follow-up time, study settings, and types of resistance testing varied greatly. Follow-up ranged from 12 to 150 weeks. All studies were conducted in Europe, USA, or South America. Seven studies used genotypic testing, two used phenotypic testing, and two used both phenotypic and genotypic testing. Only one study was funded by a manufacturer of resistance tests.Resistance testing made little or no difference in mortality (odds ratio (OR) 0.89, 95% confidence interval (CI) 0.36 to 2.22; 5 trials, 1140 participants; moderate-certainty evidence), and may have slightly reduced the number of people with virological failure (OR 0.70, 95% CI 0.56 to 0.87; 10 trials, 1728 participants; low-certainty evidence); and probably made little or no difference in change in CD4 cell count (mean difference (MD) -1.00 cells/mm³, 95% CI -12.49 to 10.50; 7 trials, 1349 participants; moderate-certainty evidence) or progression to AIDS (OR 0.64, 95% CI 0.31 to 1.29; 3 trials, 809 participants; moderate-certainty evidence). Resistance testing made little or no difference in adverse events (OR 0.89, 95% CI 0.51 to 1.55; 4 trials, 808 participants; low-certainty evidence) and probably reduced viral load (MD -0.23, 95% CI -0.35 to -0.11; 10 trials, 1837 participants; moderate-certainty evidence). No studies reported on development of new opportunistic infections or quality of life. We found no statistically significant heterogeneity for any outcomes, and the I² statistic value ranged from 0 to 25%. We found no subgroup effects for types of resistance testing (genotypic versus phenotypic), the addition of expert advice to interpretation of resistance tests, or age. Results for mortality were consistent when we compared studies at high or unclear risk of bias versus studies at low risk of bias. AUTHORS' CONCLUSIONS Resistance testing probably improved virological outcomes in people who have had virological failure in trials conducted 12 or more years ago. We found no evidence in treatment-naive people. Resistance testing did not demonstrate important patient benefits in terms of risk of death or progression to AIDS. The trials included very few participants from low- and middle-income countries.
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Affiliation(s)
- Theresa Aves
- McMaster UniversityDepartment of Health Research Methods, Evidence, and Impact1280 Main St WHamiltonOntarioCanadaL8S 4L8
| | - Joshua Tambe
- Yaoundé Central HospitalCentre for the Development of Best Practices in Health (CDBPH)YaoundéCameroon
| | - Reed AC Siemieniuk
- McMaster UniversityDepartment of Health Research Methods, Evidence, and Impact1280 Main St WHamiltonOntarioCanadaL8S 4L8
| | - Lawrence Mbuagbaw
- McMaster UniversityDepartment of Health Research Methods, Evidence, and Impact1280 Main St WHamiltonOntarioCanadaL8S 4L8
- Yaoundé Central HospitalCentre for the Development of Best Practices in Health (CDBPH)YaoundéCameroon
- South African Medical Research CouncilSouth African Cochrane CentreTygerbergSouth Africa
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Tsai HC, Chen IT, Lee SSJ, Chen YS. HIV-1 genotypic drug resistance in patients with virological failure to single-tablet antiretroviral regimens in southern Taiwan. Infect Drug Resist 2018; 11:1061-1071. [PMID: 30122963 PMCID: PMC6082324 DOI: 10.2147/idr.s165811] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Purpose Sparse data are available on the prevalence of resistance among HIV-1-infected patients with virological failure to a single-tablet regimen (STR). This study aimed to evaluate the prevalence of HIV genotypic drug resistance in HIV-1-infected patients with virological failure to STRs in southern Taiwan. Patients and methods This retrospective study investigated drug resistance in patients with virological failure to STR from January 2016 to September 2017. Antiretroviral resistance mutations were defined using the 2017 International AIDS Society-USA HIV drug resistance algorithm, and drug resistance was compared using the HIVdb program of the Stanford University HIV Drug Resistance Database. Variables between resistance and non-resistance groups were compared. Results Thirty-nine HIV-1-infected patients with treatment failure were tested for resistance, of whom 89% were infected by men who have sex with men. Subtype B HIV-1 strains were found in 90% of the patients. Eight patients were treatment naïve and initiated STRs, while 31 patients experienced treatment failure after switching to STRs. Eighty-seven percent of the patients harbored any of four classes of resistance (nucleoside reverse transcriptase inhibitors, non-nucleoside reverse transcriptase inhibitors, protease inhibitors (PIs), and integrase strand transfer inhibitors). The prevalence rates of nucleoside reverse transcriptase inhibitor, non-nucleoside reverse transcriptase inhibitor, PI, and integrase strand transfer inhibitor resistance were 72%, 82%, 10%, and 3%, respectively. Patients with PI resistance were more likely to respond to treatment with a non-tenofovir disoproxil fumarate/emtricitabine/efavirenz-based STR (.=0.004) and a longer duration of antiretroviral therapy (101 months [72.0-123.3] vs 11 months [7-44], P=0.007). There were no associations between different STRs and transmission risk factors, HIV subtype, duration of antiretroviral therapy, and resistance to tenofovir disoproxil fumarate. Conclusion A high rate of antiretroviral drug resistance was found in the patients who failed STR treatment. The presence of PI resistance in these patients represented an inappropriate switch from a multiple tablet regimen to an STR. These findings should remind clinicians that detailed drug resistance history and close monitoring are mandatory after switching to an STR.
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Affiliation(s)
- Hung-Chin Tsai
- Division of Infectious Diseases, Department of Medicine, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan, , .,Faculty of Medicine, School of Medicine, National Yang-Ming University, Taipei, Taiwan, , .,Department of Parasitology, Kaohsiung Medical University, Kaohsiung, Taiwan,
| | - I-Tzu Chen
- Division of Infectious Diseases, Department of Medicine, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan, ,
| | - Susan Shin-Jung Lee
- Division of Infectious Diseases, Department of Medicine, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan, , .,Faculty of Medicine, School of Medicine, National Yang-Ming University, Taipei, Taiwan, ,
| | - Yao-Shen Chen
- Division of Infectious Diseases, Department of Medicine, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan, , .,Faculty of Medicine, School of Medicine, National Yang-Ming University, Taipei, Taiwan, ,
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Reece R, Delong A, Matthew D, Tashima K, Kantor R. Accumulated pre-switch resistance to more recently introduced one-pill-once-a-day antiretroviral regimens impacts HIV-1 virologic outcome. J Clin Virol 2018; 105:11-17. [PMID: 29807234 DOI: 10.1016/j.jcv.2018.05.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2017] [Revised: 04/04/2018] [Accepted: 05/16/2018] [Indexed: 11/18/2022]
Abstract
BACKGROUND One-pill-once-a-day regimens (OPODs) appeal to providers and patients. The impact of resistance to OPODs in routine clinical care is important yet unclear, particularly in treatment-experienced patients. OBJECTIVES We hypothesized that resistance to any OPOD component impacts treatment success and that historical, vs. most recent, resistance better predicts it. STUDY DESIGN In the largest RI HIV Center, we identified all patients starting/switching to Complera/Stribild, evaluated their 12-month viral load (VL) suppression, and examined the impact of demographic, clinical and laboratory data on it, focusing on recent-only vs. accumulated significant resistance, defined as low-, intermediate- or high-level predicted resistance to any OPOD component. Associations with outcomes were evaluated using Fisher exact and Wilcoxon rank sum tests. Hypotheses were tested using logistic regression. RESULTS Of 1624 patients, 224 started/switched to Complera or Stribild, mean age 44 years, 8 years post-diagnosis, CD4 468 cells/μL; 183 treatment-experienced (140 with genotypes; 61% suppressed at switch). Significant OPOD-associated resistance was in 30% by recent-only genotypes, and 38% by all genotypes. 12-month VL suppression was in 83% of treatment-experienced participants: 96% of suppressed at switch, associated with older age, higher CD4, fewer prior genotypes, less accumulated resistance, and better adherence; and 61% of unsuppressed at switch, associated with better adherence. Accumulated resistance independently predicted 12-month failure, better than most-recent resistance only. CONCLUSION 12-month VL suppression with Complera/Stribild was high, suggesting that OPODs remain options even for experienced patients. Clinicians should consider resistance history before switching to OPODs and continue to focus on improving adherence.
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Affiliation(s)
- Rebecca Reece
- Division of Infectious Diseases, Brown University Alpert Medical School, 164 Summit Avenue, Providence RI 02906, USA.
| | - Allison Delong
- Center for Statistical Sciences, Brown University, Providence RI, USA
| | - D'Antuono Matthew
- Division of Infectious Diseases, Brown University Alpert Medical School, 164 Summit Avenue, Providence RI 02906, USA
| | - Karen Tashima
- Division of Infectious Diseases, Brown University Alpert Medical School, 164 Summit Avenue, Providence RI 02906, USA
| | - Rami Kantor
- Division of Infectious Diseases, Brown University Alpert Medical School, 164 Summit Avenue, Providence RI 02906, USA
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Tsai HC, Chen IT, Wu KS, Tseng YT, Sy CL, Chen JK, Lee SSJ, Chen YS. High rate of HIV-1 drug resistance in treatment failure patients in Taiwan, 2009-2014. Infect Drug Resist 2017; 10:343-352. [PMID: 29081666 PMCID: PMC5652926 DOI: 10.2147/idr.s146584] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Background Drug resistance to nucleoside reverse transcriptase inhibitors (NRTIs), non-nucleoside reverse transcriptase inhibitors (NNRTIs), and protease inhibitors (PIs) has been associated with loss of viral suppression measured by a rise in HIV-1 RNA levels, a decline in CD4 cell counts, persistence on a failing treatment regimen, and lack of adherence to combination antiretroviral therapy. Objectives This study aimed to monitor the prevalence and risk factors associated with drug resistance in Taiwan after failure of first-line therapy. Materials and methods Data from the Veterans General Hospital Surveillance and Monitor Network for the period 2009–2014 were analyzed. Plasma samples from patients diagnosed with virologic failure and an HIV-1 RNA viral load >1000 copies/mL were analyzed by the ViroSeq™ HIV-1 genotyping system for drug susceptibility. Hazard ratios (HRs) for drug resistance were calculated using a Cox proportional hazard model. Results From 2009 to 2014, 359 patients were tested for resistance. The median CD4 count and viral load (log) were 214 cells/μL (interquartile range [IQR]: 71–367) and 4.5 (IQR: 3.9–5.0), respectively. Subtype B HIV-1 strains were found in 90% of individuals. The resistance rate to any of the three classes of antiretroviral drugs (NRTI, NNRTI, and PI) was 75.5%. The percentage of NRTI, NNRTI, and PI resistance was 58.6%, 61.4%, and 11.4%, respectively. The risk factors for any class of drug resistance included age ≤35 years (adjusted HR: 2.30, CI: 1.48–3.56; p<0.0001), initial NNRTI-based antiretroviral regimens (adjusted HR: 1.70, CI: 1.10–2.63; p=0.018), and current NNRTI-based antiretroviral regimens when treatment failure occurs (odds ratio: 4.04, CI: 2.47–6.59; p<0.001). There was no association between HIV-1 subtype, viral load, and resistance. Conclusion This study demonstrated a high level of resistance to NRTI and NNRTI in patients with virologic failure to first-line antiretroviral therapy despite routine viral load monitoring. Educating younger men who have sex with men to maintain good adherence is crucial, as PI use is associated with lower possibility of drug resistance.
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Affiliation(s)
- Hung-Chin Tsai
- Department of Medicine, Division of Infectious Diseases, Kaohsiung Veterans General Hospital, Kaohsiung.,Faculty of Medicine, School of Medicine, National Yang-Ming University, Taipei.,Department of Parasitology, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - I-Tzu Chen
- Department of Medicine, Division of Infectious Diseases, Kaohsiung Veterans General Hospital, Kaohsiung
| | - Kuan-Sheng Wu
- Department of Medicine, Division of Infectious Diseases, Kaohsiung Veterans General Hospital, Kaohsiung.,Faculty of Medicine, School of Medicine, National Yang-Ming University, Taipei
| | - Yu-Ting Tseng
- Department of Medicine, Division of Infectious Diseases, Kaohsiung Veterans General Hospital, Kaohsiung
| | - Cheng-Len Sy
- Department of Medicine, Division of Infectious Diseases, Kaohsiung Veterans General Hospital, Kaohsiung
| | - Jui-Kuang Chen
- Department of Medicine, Division of Infectious Diseases, Kaohsiung Veterans General Hospital, Kaohsiung
| | - Susan Shin-Jung Lee
- Department of Medicine, Division of Infectious Diseases, Kaohsiung Veterans General Hospital, Kaohsiung.,Faculty of Medicine, School of Medicine, National Yang-Ming University, Taipei
| | - Yao-Shen Chen
- Department of Medicine, Division of Infectious Diseases, Kaohsiung Veterans General Hospital, Kaohsiung.,Faculty of Medicine, School of Medicine, National Yang-Ming University, Taipei
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Rocheleau G, Franco-Villalobos C, Oliveira N, Brumme ZL, Rusch M, Shoveller J, Brumme CJ, Harrigan PR. Sociodemographic correlates of HIV drug resistance and access to drug resistance testing in British Columbia, Canada. PLoS One 2017; 12:e0184848. [PMID: 28937991 PMCID: PMC5609746 DOI: 10.1371/journal.pone.0184848] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Accepted: 08/31/2017] [Indexed: 01/25/2023] Open
Abstract
Sociodemographic correlates of engagement in human immunodeficiency virus (HIV) care are well studied, however the association with accessing drug resistance testing (DRT) and the development of drug resistance have not been characterized. Between 1996-2014, 11 801 HIV patients accessing therapy in British Columbia were observed longitudinally. A subset of 9456 patients had testable viral load; of these 8398 were linked to census data. Sociodemographic (census tract-level) and clinical (individual-level) correlates of DRT were assessed using multivariable General Estimating Equation logistic regression adjusted odds ratios (aOR). The mean number of tests per patient was 2.1 (Q1-Q3; 0-3). Separately, any drug resistance was determined using IAS-USA (2013) list for 5703 initially treatment naïve patients without baseline resistance; 5175 were census-linked (mean of 1.5 protease-reverse transcriptase sequences/patient, Q1-Q3; 0-2). Correlates of detecting drug resistance in this subset were analyzed using Cox PH regression adjusted hazard ratios (aHR). Our results indicate baseline CD4 <200 cells/μL (aOR: 1.5, 1.3-1.6), nRTI-only baseline regimens (aOR: 1.4, 1.3-1.6), and unknown (therapy initiation before routine pVL in BC) baseline pVL (aOR: 1.8, 1.5-2.1) were among individual-level clinical covariates strongly associated with having accessed DRT; while imperfect adherence (aHR: 2.2, 1.9-2.5), low baseline CD4 count (aHR: 1.9, 1.6-2.3), and high baseline pVL (aHR: 2.0, 1.6-2.6) were associated with a higher likelihood of developing drug resistance. A higher median income (aOR: 0.83, 0.77-0.89) and higher percentage of those with aboriginal ancestry (aOR: 0.85, 0.76-0.95) were census tract-level sociodemographic covariates associated with decreased access to DRT. Similarly, aboriginal ancestry (aHR: 1.2, 1.1-1.5) was associated with development of drug resistance. In conclusion, clinical covariates continue to be the strongest correlates of development of drug resistance and access to DRT for individuals. Regions of high median income and high aboriginal ancestry were weak census-level sociodemographic indicators of reduced DRT uptake, however high aboriginal ancestry was the only sociodemographic indicator for development of drug resistance.
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Affiliation(s)
- Genevieve Rocheleau
- Department of Medicine, University of British Columbia, Vancouver, Canada
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | | | | | - Zabrina L. Brumme
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, Canada
| | | | - Jeannie Shoveller
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, Canada
| | | | - P. Richard Harrigan
- Department of Medicine, University of British Columbia, Vancouver, Canada
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada
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18
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Tambe J, Aves T, Siemieniuk R, Mbuagbaw L. Antiretroviral resistance testing in people living with HIV. Hippokratia 2017. [DOI: 10.1002/14651858.cd006495.pub4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Joshua Tambe
- Yaoundé Central Hospital; Centre for the Development of Best Practices in Health (CDBPH); Yaoundé Cameroon
| | - Theresa Aves
- McMaster University; Department of Health Research Methods, Evidence, and Impact; 1280 Main St W Hamilton Ontario Canada L8S 4L8
| | - Reed Siemieniuk
- McMaster University; Department of Health Research Methods, Evidence, and Impact; 1280 Main St W Hamilton Ontario Canada L8S 4L8
| | - Lawrence Mbuagbaw
- Yaoundé Central Hospital; Centre for the Development of Best Practices in Health (CDBPH); Yaoundé Cameroon
- McMaster University; Department of Health Research Methods, Evidence, and Impact; 1280 Main St W Hamilton Ontario Canada L8S 4L8
- South African Medical Research Council; South African Cochrane Centre; Tygerberg South Africa
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Rocheleau G, Brumme CJ, Shoveller J, Lima VD, Harrigan PR. Longitudinal trends of HIV drug resistance in a large Canadian cohort, 1996-2016. Clin Microbiol Infect 2017; 24:185-191. [PMID: 28652115 DOI: 10.1016/j.cmi.2017.06.014] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2017] [Revised: 06/13/2017] [Accepted: 06/14/2017] [Indexed: 11/25/2022]
Abstract
OBJECTIVES We aim to identify long-term trends in HIV drug resistance before and after combined antiretroviral therapy (cART) initiation. METHODS IAS-USA (2015) mutations were identified in 23 271 HIV protease-reverse transcriptase sequences from 6543 treatment naïve adults in British Columbia. Participants who started cART between 1996 and 2014 were followed until April 2016. Equality of proportions test was used to compare the percentage of participants with acquired drug resistance (ADR) or transmitted drug resistance (TDR) in 1996, to those in 2014. Kaplan-Meier was used to estimate time to ADR in four drug resistance categories. Multivariable regression odds ratios (OR) of ADR for select clinical variables were determined by 5-year eras of cART initiation. RESULTS The proportion of individuals with ADR declined from 39% (51/132) to 3% (8/322) in 1996-2014 (p <0.0001), while the proportion with TDR increased from 12% (16/132) to 18% (59/322) (p 0.14). The estimated proportions of individuals with ADR rose to 29% (NNRTI), 28% (3TC/FTC), 14% (other nRTI), and 7% (PI) after >16 years of therapy. After 5 years on therapy, participants initiating cART in 1996-2000 had 5.5-times more 3TC/FTC ADR, 5.3-times more other nRTI ADR, 4.7-times more NNRTI ADR, and 24-times more PI ADR than those starting in 2011-2014. The individuals with highest odds of developing ADR in 1996-2010 were adherent to regimens at levels between 60% and 80%, which shifted to <40% adherent in 2011-2014. CONCLUSIONS HIV drug resistance transitioned from being primarily selected de-novo to being driven by TDR. Among those who started treatment in the past 5 years, ADR is rare and observed mostly in the lowest adherence strata.
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Affiliation(s)
- G Rocheleau
- Experimental Medicine, Faculty of Medicine, University of British Columbia, Vancouver, Canada; British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | - C J Brumme
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | - J Shoveller
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada; School of Population and Public Health, University of British Columbia, Vancouver, Canada
| | - V D Lima
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada; School of Population and Public Health, University of British Columbia, Vancouver, Canada
| | - P R Harrigan
- British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada; Division of AIDS, Faculty of Medicine, University of British Columbia, Vancouver, Canada.
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Abreu JCD, Vaz SN, Netto EM, Brites C. Virological suppression in children and adolescents is not influenced by genotyping, but depends on optimal adherence to antiretroviral therapy. Braz J Infect Dis 2017; 21:219-225. [PMID: 28253476 PMCID: PMC9427598 DOI: 10.1016/j.bjid.2017.02.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2016] [Revised: 12/20/2016] [Accepted: 02/08/2017] [Indexed: 11/24/2022] Open
Abstract
Objective To evaluate the virological outcomes in children and adolescents infected with HIV-1 in Salvador, Bahia according to genotyping results. Methods We retrospectively evaluated the rates of virological suppression of children and adolescents submitted to HIV-1 genotyping test from January/2008 to December/2012. The participants were followed in the two referral centers for pediatric AIDS care, in Salvador, Brazil. Resistance mutations, drug sensitivity profiles, and viral subtypes were analyzed using the Stanford HIV-1 Drug Resistance Database. Adherence was estimated by drugs withdrawal at pharmacies of the two sites. Results 101 subjects were included: 35 (34.6%) were drug-naïve, and the remaining 66 were failing ART. In drug-naïve group, 3 (8.6%), presented with NNRTIs resistance mutations, along with polymorphic mutations to PIs in most (82.8%) of them. Among the failing therapy group, we detected a high frequency (89.4%) of resistance mutations to PIs, NRTI (84.8%), and NNRTI (59.1%). Virological suppression after introduction/modification of genotyping-guided ART was achieved only for patients (53.1%) with drug withdrawal over 95%. Main detected HIV-1 subtypes were B (67.3%), F (7.9), C (1.9%), and recombinant forms (22.9%). Conclusions Despite the use of genotyping tests in guidance of a more effective antiretroviral regimen, poor adherence to ART seems to be the main determinant of low virological suppression rate for children and adolescents, in Salvador, Brazil.
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Affiliation(s)
| | - Sara Nunes Vaz
- Universidade Federal da Bahia, Laboratótio de Retrovirologia, Salvador, BA, Brazil
| | | | - Carlos Brites
- Universidade Federal da Bahia, Laboratótio de Retrovirologia, Salvador, BA, Brazil.
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21
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Kingston MA, Bowman CA. The investigation of patients with HIV infection: 10 years of progress. Int J STD AIDS 2017. [DOI: 10.1177/095646240101200101] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The past decade has seen great advances in the management of patients with HIV infection. The introduction of highly active antiretroviral therapy (HAART) has resulted in a decrease in opportunistic infections but the development of new clinical entities such as lipodystrophy and immune reconstitution illnesses. The use of investigations such as lipid profiles and dual energy X-ray absorptiometry (DEXA) scanning to assess lipodystrophy have been necessitated by these changes in the epidemic. Technological advances have resulted in new techniques such as viral resistance assays and single photon emission computed tomography (SPECT) scanning. The appropriate use of these investigations is subject to ongoing assessment.
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Affiliation(s)
- M A Kingston
- Department of Genitourinary Medicine, Nottingham City Hospital, Nottingham, UK
| | - C A Bowman
- Department of Genitourinary Medicine, Nottingham City Hospital, Nottingham, UK
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Brumme CJ, Poon AFY. Promises and pitfalls of Illumina sequencing for HIV resistance genotyping. Virus Res 2016; 239:97-105. [PMID: 27993623 DOI: 10.1016/j.virusres.2016.12.008] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2016] [Revised: 12/15/2016] [Accepted: 12/15/2016] [Indexed: 12/13/2022]
Abstract
Genetic sequencing ("genotyping") plays a critical role in the modern clinical management of HIV infection. This virus evolves rapidly within patients because of its error-prone reverse transcriptase and short generation time. Consequently, HIV variants with mutations that confer resistance to one or more antiretroviral drugs can emerge during sub-optimal treatment. There are now multiple HIV drug resistance interpretation algorithms that take the region of the HIV genome encoding the major drug targets as inputs; expert use of these algorithms can significantly improve to clinical outcomes in HIV treatment. Next-generation sequencing has the potential to revolutionize HIV resistance genotyping by lowering the threshold that rare but clinically significant HIV variants can be detected reproducibly, and by conferring improved cost-effectiveness in high-throughput scenarios. In this review, we discuss the relative merits and challenges of deploying the Illumina MiSeq instrument for clinical HIV genotyping.
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Affiliation(s)
- Chanson J Brumme
- BC Centre for Excellence in HIV/AIDS, Vancouver, British Columbia, Canada
| | - Art F Y Poon
- Department of Pathology & Laboratory Medicine, Western University, London, Ontario, Canada.
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Inzaule SC, Ondoa P, Peter T, Mugyenyi PN, Stevens WS, de Wit TFR, Hamers RL. Affordable HIV drug-resistance testing for monitoring of antiretroviral therapy in sub-Saharan Africa. THE LANCET. INFECTIOUS DISEASES 2016; 16:e267-e275. [PMID: 27569762 DOI: 10.1016/s1473-3099(16)30118-9] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2015] [Revised: 04/28/2016] [Accepted: 05/05/2016] [Indexed: 12/19/2022]
Abstract
Increased provision of antiretroviral therapy in sub-Saharan Africa has led to a growing number of patients with therapy failure and acquired drug-resistant HIV, driving the demand for more costly further lines of antiretroviral therapy. In conjunction with accelerated access to viral load monitoring, feasible and affordable technologies to detect drug-resistant HIV could help maximise the durability and rational use of available drug regimens. Potential low-cost technologies include in-house Sanger and next-generation sequencing in centralised laboratories, and point mutation assays and genotype-free systems that predict response to antiretroviral therapy at point-of-care. Strengthening of centralised high-throughput laboratories, including efficient systems for sample referral and results delivery, will increase economies-of-scale while reducing costs. Access barriers can be mitigated by standardisation of in-house assays into commercial kits, use of polyvalent instruments, and adopting price-reducing strategies. A stepwise rollout approach should improve feasibility, prioritising WHO-recommended population-based surveillance and management of complex patient categories, such as patients failing protease inhibitor-based antiretroviral therapy. Implementation research, adaptations of existing WHO guidance, and political commitment, will be key to support the appropriate investments and policy changes. In this Personal View, we discuss the potential role of HIV drug resistance testing for population-based surveillance and individual patient management in sub-Saharan Africa. We review the strengths and challenges of promising low-cost technologies and how they can be implemented.
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Affiliation(s)
- Seth C Inzaule
- Department of Global Health, Academic Medical Center of the University of Amsterdam, Amsterdam, Netherlands; Amsterdam Institute for Global Health and Development, Amsterdam, Netherlands
| | - Pascale Ondoa
- Department of Global Health, Academic Medical Center of the University of Amsterdam, Amsterdam, Netherlands; Amsterdam Institute for Global Health and Development, Amsterdam, Netherlands
| | - Trevor Peter
- African Society for Laboratory Medicine, Addis Abeba, Ethiopia; Clinton Health Access Initiative, Gaborone, Botswana
| | | | - Wendy S Stevens
- Department of Molecular Medicine and Haematology, University of the Witwatersrand and National Health Laboratory Service, Johannesburg, South Africa
| | - Tobias F Rinke de Wit
- Department of Global Health, Academic Medical Center of the University of Amsterdam, Amsterdam, Netherlands; Amsterdam Institute for Global Health and Development, Amsterdam, Netherlands
| | - Raph L Hamers
- Department of Global Health and Department of Internal Medicine, Division of Infectious Diseases, Academic Medical Center of the University of Amsterdam, Amsterdam, Netherlands; Amsterdam Institute for Global Health and Development, Amsterdam, Netherlands.
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Survival benefits of antiretroviral therapy in Brazil: a model-based analysis. J Int AIDS Soc 2016; 19:20623. [PMID: 27029828 PMCID: PMC4814587 DOI: 10.7448/ias.19.1.20623] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2015] [Revised: 01/29/2016] [Accepted: 02/22/2016] [Indexed: 01/05/2023] Open
Abstract
Objective In Brazil, universal provision of antiretroviral therapy (ART) has been guaranteed free of charge to eligible HIV-positive patients since December 1996. We sought to quantify the survival benefits of ART attributable to this programme. Methods We used a previously published microsimulation model of HIV disease and treatment (CEPAC-International) and data from Brazil to estimate life expectancy increase for HIV-positive patients initiating ART in Brazil. We divided the period of 1997 to 2014 into six eras reflecting increased drug regimen efficacy, regimen availability and era-specific mean CD4 count at ART initiation. Patients were simulated first without ART and then with ART. The 2014-censored and lifetime survival benefits attributable to ART in each era were calculated as the product of the number of patients initiating ART in a given era and the increase in life expectancy attributable to ART in that era. Results In total, we estimated that 598,741 individuals initiated ART. Projected life expectancy increased from 2.7, 3.3, 4.1, 4.9, 5.5 and 7.1 years without ART to 11.0, 17.5, 20.7, 23.0, 25.3, and 27.0 years with ART in Eras 1 through 6, respectively. Of the total projected lifetime survival benefit of 9.3 million life-years, 16% (or 1.5 million life-years) has been realized as of December 2014. Conclusions Provision of ART through a national programme has led to dramatic survival benefits in Brazil, the majority of which are still to be realized. Improvements in initial and subsequent ART regimens and higher CD4 counts at ART initiation have contributed to these increasing benefits.
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Molecular Detection and Characterization of Human Immunodeficiency Virus Type 1. Mol Microbiol 2016. [DOI: 10.1128/9781555819071.ch30] [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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Sun Q, Min L, Kuang Y. Global stability of infection-free state and endemic infection state of a modified human immunodeficiency virus infection model. IET Syst Biol 2015; 9:95-103. [PMID: 26021330 DOI: 10.1049/iet-syb.2014.0046] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
This study proposes a modified human immunodeficiency virus (HIV) infection differential equation model with a saturated infection rate. This model has an infection-free equilibrium point and an endemic infection equilibrium point. Using Lyapunov functions and LaSalle's invariance principle shows that if the model's basic reproductive number R0 < 1, the infection-free equilibrium point is globally asymptotically stable, otherwise the endemic infection equilibrium point is globally asymptotically stable. It is shown that a forward bifurcation will occur when R0 = 1. The basic reproductive number R0 of the modified model is independent of plasma total CD4⁺ T cell counts and thus the modified model is more reasonable than the original model proposed by Buonomo and Vargas-De-León. Based on the clinical data from HIV drug resistance database of Stanford University, using the proposed model simulates the dynamics of two group patients' anti-HIV infection treatments. The simulation results have shown that the first 4 weeks' treatments made the two group patients' R'0 < 1, respectively. After the period, drug resistance made the two group patients' R'0 > 1. The results explain why the two group patients' mean CD4⁺ T cell counts raised and mean HIV RNA levels declined in the first period, but contrary in the following weeks.
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Affiliation(s)
- Qilin Sun
- School of Mathematics and Physics, University of Science and Technology Beijing, Beijing 100083, People's Republic of China
| | - Lequan Min
- School of Mathematics and Physics, University of Science and Technology Beijing, Beijing 100083, People's Republic of China.
| | - Yang Kuang
- School of Mathematical and Statistical Sciences, Arizona State University, Temp AZ 85287-1804, USA
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HIV drug resistance testing by high-multiplex "wide" sequencing on the MiSeq instrument. Antimicrob Agents Chemother 2015; 59:6824-33. [PMID: 26282425 DOI: 10.1128/aac.01490-15] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2015] [Accepted: 08/10/2015] [Indexed: 11/20/2022] Open
Abstract
Limited access to HIV drug resistance testing in low- and middle-income countries impedes clinical decision-making at the individual patient level. An efficient protocol to address this issue must be established to minimize negative therapeutic outcomes for HIV-1-infected individuals in such settings. This is an observational study to ascertain the potential of newer genomic sequencing platforms, such as the Illumina MiSeq instrument, to provide accurate HIV drug resistance genotypes for hundreds of samples simultaneously. Plasma samples were collected from Canadian patients during routine drug resistance testing (n = 759) and from a Ugandan study cohort (n = 349). Amplicons spanning HIV reverse transcriptase codons 90 to 234 were sequenced with both MiSeq sequencing and conventional Sanger sequencing methods. Sequences were evaluated for nucleotide concordance between methods, using coverage and mixture parameters for quality control. Consensus sequences were also analyzed for disparities in the identification of drug resistance mutations. Sanger and MiSeq sequencing was successful for 881 samples (80%) and 892 samples (81%), respectively, with 832 samples having results from both methods. Most failures were for samples with viral loads of <3.0 log10 HIV RNA copies/ml. Overall, 99.3% nucleotide concordance between methods was observed. MiSeq sequencing achieved 97.4% sensitivity and 99.3% specificity in detecting resistance mutations identified by Sanger sequencing. Findings suggest that the Illumina MiSeq platform can yield high-quality data with a high-multiplex "wide" sequencing approach. This strategy can be used for multiple HIV subtypes, demonstrating the potential for widespread individual testing and annual population surveillance in resource-limited settings.
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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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Abstract
HIV Attachment. In this cross section, HIV is shown at the top and a target cell is shown at the bottom in blues. HIV envelope protein (A) has bound to the receptor CD4 (B) and then to coreceptor CCR5 (C), causing a change in conformation that inserts fusion peptides into the cellular membrane Antiretroviral therapy changed the face of HIV/AIDS from that of soon and certain death to that of a chronic disease in the years following introduction of highly active antiretroviral therapy in 1995-1996 (initially termed HAART, but now most often abbreviated to ART since not all combinations of regimens are equally active). Since then, many new agents have been developed and introduced in response to problems of resistance, toxicity, and tolerability, and great advances have been achieved in accessibility of HIV drugs in resource-poor global regions. Potential challenges that providers of HIV therapy will face in the coming decade include continuing problems with resistance, especially where access to drugs is inconsistent, determining how best to combine new and existing agents, defining the role of preventive treatment (pre-exposure prophylaxis or PrEP), and evaluating the potential of strategies for cure in some populations.
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Wolf T, Fuß B, Khaykin P, Berger A, Knecht G, Gute P, Brodt HR, Goepel S, Bickel M, Stuermer M, Stephan C. Improved virological and immunological efficacy of resistance-guided switch in antiretroviral therapy: a Frankfurt HIV cohort analysis. Med Microbiol Immunol 2014; 203:409-14. [PMID: 25148909 DOI: 10.1007/s00430-014-0350-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2014] [Accepted: 07/29/2014] [Indexed: 12/15/2022]
Abstract
To evaluate the treatment outcome of antiretroviral therapy, depending on the use and utility of a concept of resistance-guided switch, patients from the Frankfurt HIV cohort have been followed for 24 weeks. If available, prior resistance data have been evaluated and patients were grouped into their expected viral response. The data of 354 patients were thus analysed, taking into account the genotypic sensitivity score of the administered medication (> or ≤2). When looking at the proportion of patients who achieved a viral load of <50/ml, the response rates differed significantly better for patients with a favourable resistance scoring as compared to an unfavourable one (71.9 % as compared to 56.0 %, p = 0.008). Interestingly, patients with a favourable resistance score also showed a better immunological response, as measured by median CD4 cell count of 391/µl [interquartal range (IQR) 250-530/µl] against 287/µl (IQR 174-449/µl) and a larger total increase of 141/µl against 38/µl. A significant virological and immunological benefit could be demonstrated for patients of a cohort with resistance-guided antiretroviral therapy adjustments.
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Affiliation(s)
- T Wolf
- Infectious Diseases Unit at Medical Department No. 2, HIVCENTER, Hospital of the Johann Wolfgang Goethe-University, Theodor Stern Kai 7, 60590, Frankfurt, Germany
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Siontis KC, Siontis GC, Contopoulos-Ioannidis DG, Ioannidis JP. Diagnostic tests often fail to lead to changes in patient outcomes. J Clin Epidemiol 2014; 67:612-21. [DOI: 10.1016/j.jclinepi.2013.12.008] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2013] [Revised: 12/02/2013] [Accepted: 12/09/2013] [Indexed: 10/25/2022]
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McCormick AW, Abuelezam NN, Rhode ER, Hou T, Walensky RP, Pei PP, Becker JE, DiLorenzo MA, Losina E, Freedberg KA, Lipsitch M, Seage GR. Development, calibration and performance of an HIV transmission model incorporating natural history and behavioral patterns: application in South Africa. PLoS One 2014; 9:e98272. [PMID: 24867402 PMCID: PMC4035281 DOI: 10.1371/journal.pone.0098272] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2014] [Accepted: 04/28/2014] [Indexed: 11/19/2022] Open
Abstract
Understanding HIV transmission dynamics is critical to estimating the potential population-wide impact of HIV prevention and treatment interventions. We developed an individual-based simulation model of the heterosexual HIV epidemic in South Africa and linked it to the previously published Cost-Effectiveness of Preventing AIDS Complications (CEPAC) International Model, which simulates the natural history and treatment of HIV. In this new model, the CEPAC Dynamic Model (CDM), the probability of HIV transmission per sexual encounter between short-term, long-term and commercial sex worker partners depends upon the HIV RNA and disease stage of the infected partner, condom use, and the circumcision status of the uninfected male partner. We included behavioral, demographic and biological values in the CDM and calibrated to HIV prevalence in South Africa pre-antiretroviral therapy. Using a multi-step fitting procedure based on Bayesian melding methodology, we performed 264,225 simulations of the HIV epidemic in South Africa and identified 3,750 parameter sets that created an epidemic and had behavioral characteristics representative of a South African population pre-ART. Of these parameter sets, 564 contributed 90% of the likelihood weight to the fit, and closely reproduced the UNAIDS HIV prevalence curve in South Africa from 1990–2002. The calibration was sensitive to changes in the rate of formation of short-duration partnerships and to the partnership acquisition rate among high-risk individuals, both of which impacted concurrency. Runs that closely fit to historical HIV prevalence reflect diverse ranges for individual parameter values and predict a wide range of possible steady-state prevalence in the absence of interventions, illustrating the value of the calibration procedure and utility of the model for evaluating interventions. This model, which includes detailed behavioral patterns and HIV natural history, closely fits HIV prevalence estimates.
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Affiliation(s)
- Alethea W. McCormick
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, United States of America
- * E-mail:
| | - Nadia N. Abuelezam
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, United States of America
| | - Erin R. Rhode
- Divisions of General Medicine and Infectious Disease and the Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Taige Hou
- Divisions of General Medicine and Infectious Disease and the Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Rochelle P. Walensky
- Divisions of General Medicine and Infectious Disease and the Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Division of Infectious Diseases, Brigham and Women's Hospital, Boston, Massachusetts, United States of America
- Center for AIDS Research, Harvard University, Boston, Massachusetts, United States of America
| | - Pamela P. Pei
- Divisions of General Medicine and Infectious Disease and the Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Jessica E. Becker
- Divisions of General Medicine and Infectious Disease and the Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Madeline A. DiLorenzo
- Divisions of General Medicine and Infectious Disease and the Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Elena Losina
- Departments of Biostatistics and Epidemiology, Boston University School of Public Health, Boston, Massachusetts, United States of America
- Department of Orthopedic Surgery, Brigham and Women's Hospital, Boston, Massachusetts, United States of America
| | - Kenneth A. Freedberg
- Divisions of General Medicine and Infectious Disease and the Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Center for AIDS Research, Harvard University, Boston, Massachusetts, United States of America
- Department of Health Policy and Management, Harvard School of Public Health, Boston, Massachusetts, United States of America
| | - Marc Lipsitch
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, United States of America
- Center for Communicable Disease Dynamics and Department of Immunology and Infectious Diseases, Harvard School of Public Health, Boston, Massachusetts, United States of America
| | - George R. Seage
- Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, United States of America
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Swenson LC, Min JE, Woods CK, Cai E, Li JZ, Montaner JS, Harrigan PR, Gonzalez-Serna A. HIV drug resistance detected during low-level viraemia is associated with subsequent virologic failure. AIDS 2014; 28:1125-34. [PMID: 24451160 PMCID: PMC4278403 DOI: 10.1097/qad.0000000000000203] [Citation(s) in RCA: 71] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND The clinical implications of emergent HIV drug resistance on samples with low-level viraemia (LLV <1000 copies/ml) remain unclear. We undertook the present analysis to evaluate the impact of emergent HIV drug resistance at LLV on the risk of subsequent virologic failure. METHODS One thousand, nine hundred and sixty-five patients had genotype results at LLV. Risk of virologic failure (≥1000 copies/ml) after LLV was evaluated by Kaplan-Meier analysis and Cox proportional hazards regression. Resistance was assessed using the Stanford algorithm or virtual phenotypes. Patients were grouped into four susceptibility categories ('GSS' or 'vPSS') during LLV, corresponding to the number of 'active' drugs prescribed: <1; 1-1.5; 2-2.5; and ≥3. RESULTS A total of 1702 patients with follow-up on constant therapy were eligible for analysis. Participants excluded due to changing therapy or loss to follow-up before their next observation had mostly similar characteristics to included participants. There was a 'dose-dependent' increase in the hazard ratio for virologic failure with susceptibility categories at LLV. Compared with a GSS of at least 3, hazard ratios for virologic failure were 1.4 for GSS 2-2.5; 2.0 for GSS 1-1.5; and 3.0 for GSS less than 1 (P < 0.001). Numerous sensitivity analyses confirmed these findings. CONCLUSION Our results demonstrate that emergent HIV drug resistance at LLV is strongly associated with subsequent virologic failure. Furthermore, we uncovered a 'dose-dependent' increase in the hazard ratio for virologic failure with decreasing GSS estimated at the time of LLV. On the basis of these findings, we propose that resistance genotyping be encouraged for HIV-infected individuals on antiretroviral therapy experiencing low-level viraemia.
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Affiliation(s)
| | - Jeong Eun Min
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | - Conan K Woods
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | - Eric Cai
- BC Centre for Excellence in HIV/AIDS, Vancouver, Canada
| | - Jonathan Z Li
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
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Sun Q, Min L. Dynamics analysis and simulation of a modified HIV infection model with a saturated infection rate. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2014; 2014:145162. [PMID: 24829609 PMCID: PMC3981026 DOI: 10.1155/2014/145162] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/17/2013] [Accepted: 01/28/2014] [Indexed: 11/17/2022]
Abstract
This paper studies a modified human immunodeficiency virus (HIV) infection differential equation model with a saturated infection rate. It is proved that if the basic virus reproductive number R 0 of the model is less than one, then the infection-free equilibrium point of the model is globally asymptotically stable; if R 0 of the model is more than one, then the endemic infection equilibrium point of the model is globally asymptotically stable. Based on the clinical data from HIV drug resistance database of Stanford University, using the proposed model simulates the dynamics of the two groups of patients' anti-HIV infection treatment. The numerical simulation results are in agreement with the evolutions of the patients' HIV RNA levels. It can be assumed that if an HIV infected individual's basic virus reproductive number R 0 < 1 then this person will recover automatically; if an antiretroviral therapy makes an HIV infected individual's R 0 < 1, this person will be cured eventually; if an antiretroviral therapy fails to suppress an HIV infected individual's HIV RNA load to be of unpredictable level, the time that the patient's HIV RNA level has achieved the minimum value may be the starting time that drug resistance has appeared.
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Affiliation(s)
- Qilin Sun
- School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing 100083, China
| | - Lequan Min
- School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing 100083, China
- School of Mathematics and Physics, University of Science and Technology Beijing, Beijing 100083, China
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Abstract
In industrialized countries, highly active antiretroviral therapy has resulted in significant reductions in morbidity and mortality in patients with HIV/AIDS. At the same time, the management of the HIV-infected individual has become exceedingly complex due to the increasing number of antiretroviral medications and resistance to them. New medications are needed that are effective against the drug-resistant virus. The key advances in the management of HIV/AIDS as seen through the eyes of a front-line HIV physician who has been actively involved in patient care, clinical drug trials and as an educator for the past 15 years will be discussed.
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Affiliation(s)
- Corklin R Steinhart
- Florida/Caribbean AIDS Education Training Center, Mercy Hospital, 3161 S. Miami Avenue no. 806, Miami, Florida, USA.
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[Consensus Statement by GeSIDA/National AIDS Plan Secretariat on antiretroviral treatment in adults infected by the human immunodeficiency virus (Updated January 2013)]. Enferm Infecc Microbiol Clin 2013; 31:602.e1-602.e98. [PMID: 24161378 DOI: 10.1016/j.eimc.2013.04.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2013] [Accepted: 04/08/2013] [Indexed: 02/08/2023]
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 GeSIDA/National AIDS Plan Secretariat (Grupo de Estudio de Sida and the Secretaría del 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. The strength of the recommendations and the evidence which support them are based on a modification of the criteria of Infectious Diseases Society of America. RESULTS cART is recommended in patients with symptoms of HIV infection, in pregnant women, in serodiscordant couples with high risk of transmission, in hepatitisB co-infection requiring treatment, and in HIV nephropathy. cART is recommended in asymptomatic patients if CD4 is <500cells/μl. If CD4 are >500cells/μl cART should be considered in the case of chronic hepatitisC, cirrhosis, high cardiovascular risk, plasma viral load >100.000 copies/ml, proportion of CD4 cells <14%, neurocognitive deficits, and in people aged >55years. The objective of cART is to achieve an undetectable viral load. The first cART should include 2 reverse transcriptase inhibitors (RTI) nucleoside analogs and a third drug (a non-analog RTI, a ritonavir boosted protease inhibitor, or an integrase inhibitor). The panel has consensually selected some drug combinations, for the first cART and specific criteria for cART in acute HIV infection, in tuberculosis and other HIV related opportunistic infections, for the women and in pregnancy, in hepatitisB or C co-infection, in HIV-2 infection, and in post-exposure prophylaxis. CONCLUSIONS These new guidelines update previous recommendations related to first cART (when to begin and what drugs should be used), how to monitor, and what to do in case of viral failure or adverse drug reactions. cART specific criteria in comorbid patients and special situations are similarly updated.
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Garcia-Diaz A, Guerrero-Ramos A, McCormick A, Macartney M, Conibear T, Johnson M, Haque T, Webster D. Evaluation of the Roche prototype 454 HIV-1 ultradeep sequencing drug resistance assay in a routine diagnostic laboratory. J Clin Virol 2013; 58:468-73. [DOI: 10.1016/j.jcv.2013.07.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2013] [Revised: 07/10/2013] [Accepted: 07/12/2013] [Indexed: 11/28/2022]
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Prague M, Commenges D, Thiébaut R. Dynamical models of biomarkers and clinical progression for personalized medicine: the HIV context. Adv Drug Deliv Rev 2013; 65:954-65. [PMID: 23603207 DOI: 10.1016/j.addr.2013.04.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2012] [Revised: 02/15/2013] [Accepted: 04/10/2013] [Indexed: 01/11/2023]
Abstract
Mechanistic models, based on ordinary differential equation systems, can exhibit very good predictive abilities that will be useful to build treatment monitoring strategies. In this review, we present the potential and the limitations of such models for guiding treatment (monitoring and optimizing) in HIV-infected patients. In the context of antiretroviral therapy, several biological processes should be considered in addition to the interaction between viruses and the host immune system: the mechanisms of action of the drugs, their pharmacokinetics and pharmacodynamics, as well as the viral and host characteristics. Another important aspect to take into account is clinical progression, although its implementation in such modelling approaches is not easy. Finally, the control theory and the use of intrinsic properties of mechanistic models make them very relevant for dynamic treatment adaptation. Their implementation would nevertheless require their evaluation through clinical trials.
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Agneskog E, Nowak P, Källander CFR, Sönnerborg A. Evaluation of etravirine resistance in clinical samples by a simple phenotypic test. J Med Virol 2013; 85:703-8. [PMID: 23364785 DOI: 10.1002/jmv.23507] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/22/2012] [Indexed: 01/12/2023]
Abstract
Drug resistance testing is an important tool in the management of HIV-1 infection. As access to genotypic resistance assays is limited in low- and middle-income settings, alternatives are warranted. The aim of the study was to adapt a phenotypic drug susceptibility assay, ExaVir Drug, for detection of resistance to the second generation non-nucleoside reverse transcriptase inhibitor (NNRTI) etravirine (ETR). Five NNRTI resistant mutant forms of RT were produced (L100I, K103N, L100I/K103N, Y181C, V179D) in order to validate the assay for ETR. Furthermore, HIV-1 RT was purified from plasma samples (n = 28) obtained from treatment naïve and experienced HIV-1 infected patients, and ETR drug susceptibility (IC(50)) was estimated. The direct sequencing of the pol gene was performed. The recombinant RT mutants had the expected changes in drug sensitivity patterns. The RTs isolated from plasma of therapy naïve individuals showed low IC(50) for ETR. In the plasma virus from treatment experienced patients with Y181C, A98G, V108I, and/or K101E mutations in the pol gene, higher IC(50) values were found in line with reduced susceptibility data for ETR. This study demonstrates that ExaVir® Drug, a simple enzymatic phenotypic assay, can be used for detection of ETR resistance, including cross-resistance to other NNRTIs, in clinical samples. A further evaluation is needed to define clinical cut-offs; however the assay is an alternative to more costly HIV drug resistance tests, especially in low-income countries.
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Affiliation(s)
- Eva Agneskog
- Division of Clinical Microbiology, Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden.
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Tang YW, Ou CY. Past, present and future molecular diagnosis and characterization of human immunodeficiency virus infections. Emerg Microbes Infect 2012; 1:e19. [PMID: 26038427 PMCID: PMC3630918 DOI: 10.1038/emi.2012.15] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2012] [Revised: 05/08/2012] [Accepted: 05/21/2012] [Indexed: 12/31/2022]
Abstract
Substantive and significant advances have been made in the last two decades in the characterization of human immunodeficiency virus (HIV) infections using molecular techniques. These advances include the use of real-time measurements, isothermal amplification, the inclusion of internal quality assurance protocols, device miniaturization and the automation of specimen processing. The result has been a significant increase in the availability of results to a high level of accuracy and quality. Molecular assays are currently widely used for diagnostics, antiretroviral monitoring and drug resistance characterization in developed countries. Simple and cost-effective point-of-care versions are also being vigorously developed with the eventual goal of providing timely healthcare services to patients residing in remote areas and those in resource-constrained countries. In this review, we discuss the evolution of these molecular technologies, not only in the context of the virus, but also in the context of tests focused on human genomics and transcriptomics.
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Affiliation(s)
- Yi-Wei Tang
- Memorial Sloan-Kettering Cancer Center , New York, NY 10065, USA
| | - Chin-Yih Ou
- Centers for Disease Control and Prevention , Atlanta, GA 30333, USA
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Wright DW, Wan S, Shublaq N, Zasada SJ, Coveney PV. From base pair to bedside: molecular simulation and the translation of genomics to personalized medicine. WILEY INTERDISCIPLINARY REVIEWS-SYSTEMS BIOLOGY AND MEDICINE 2012; 4:585-98. [PMID: 22899636 DOI: 10.1002/wsbm.1186] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Despite the promises made that genomic sequencing would transform therapy by introducing a new era of personalized medicine, relatively few tangible breakthroughs have been made. This has led to the recognition that complex interactions at multiple spatial, temporal, and organizational levels may often combine to produce disease. Understanding this complexity requires that existing and future models are used and interpreted within a framework that incorporates knowledge derived from investigations at multiple levels of biological function. It also requires a computational infrastructure capable of dealing with the vast quantities of data generated by genomic approaches. In this review, we discuss the use of molecular modeling to generate quantitative and qualitative insights at the smallest scales of the systems biology hierarchy, how it can play an important role in the development of a systems understanding of disease and in the application of such knowledge to help discover new therapies and target existing ones on a personal level.
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Affiliation(s)
- David W Wright
- Centre for Computational Science, University College London, London, UK
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Persistence versus reversion of 3TC resistance in HIV-1 determine the rate of emergence of NVP resistance. Viruses 2012; 4:1212-34. [PMID: 23012621 PMCID: PMC3446758 DOI: 10.3390/v4081212] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2012] [Revised: 08/03/2012] [Accepted: 08/06/2012] [Indexed: 11/17/2022] Open
Abstract
When HIV-1 is exposed to lamivudine (3TC) at inhibitory concentrations, resistant variants carrying the reverse transcriptase (RT) substitution M184V emerge rapidly. This substitution confers high-level 3TC resistance and increased RT fidelity. We established a novel in vitro system to study the effect of starting nevirapine (NVP) in 3TC-resistant/NNRTI-naïve clinical isolates, and the impact of maintaining versus dropping 3TC pressure in this setting. Because M184V mutant HIV-1 seems hypersusceptible to adefovir (ADV), we also tested the effect of ADV pressure on the same isolates. We draw four conclusions from our experiments simulating combination therapy in vitro. (1) The presence of low-dose (1 μM) 3TC prevented reversal to wild-type from an M184V mutant background. (2) Adding low-dose 3TC in the presence of NVP delayed the selection of NVP-associated mutations. (3) The presence of ADV, in addition to NVP, led to more rapid reversal to wild-type at position 184 than NVP alone. (4) ADV plus NVP selected for greater numbers of mutations than NVP alone. Inference about the "selection of mutation" is based on two statistical models, one at the viral level, more telling, and the other at the level of predominance of mutation within a population. Multidrug pressure experiments lend understanding to mechanisms of HIV resistance as they bear upon new treatment strategies.
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[Consensus document of Gesida and Spanish Secretariat for the National Plan on AIDS (SPNS) regarding combined antiretroviral treatment in adults infected by the human immunodeficiency virus (January 2012)]. Enferm Infecc Microbiol Clin 2012; 30:e1-89. [PMID: 22633764 DOI: 10.1016/j.eimc.2012.03.006] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2012] [Accepted: 03/19/2012] [Indexed: 11/20/2022]
Abstract
This consensus document has been prepared by a panel consisting of members of the AIDS Study Group (Gesida) and the Spanish Secretariat for the National Plan on AIDS (SPNS) after reviewing the efficacy and safety results of clinical trials, cohort and pharmacokinetic studies published in medical journals, or presented in medical scientific meetings. Gesida has prepared an objective and structured method to prioritise combined antiretroviral treatment (cART) in naïve patients. Recommendations strength (A, B, C) and the evidence which supports them (I, II, III) are based on a modification of the Infectious Diseases Society of America criteria. The current antiretroviral treatment (ART) of choice for chronic HIV infection is the combination of three drugs. ART is recommended in patients with symptomatic HIV infection, in pregnancy, in serodiscordant couples with high transmission risk, hepatitis B fulfilling treatment criteria, and HIV nephropathy. Guidelines on ART treatment in patients with concurrent diagnosis of HIV infection and an opportunistic type C infection are included. In asymptomatic patients ART is recommended on the basis of CD4 lymphocyte counts, plasma viral load and patient co-morbidities, as follows: 1) therapy should be started in patients with CD4 counts <350 cells/μL; 2) when CD4 counts are between 350 and 500 cells/μL, therapy will be recommended and only delayed if patient is reluctant to take it, the CD4 are stabilised, and the plasma viral load is low; 3) therapy could be deferred when CD4 counts are above 500 cells/μL, but should be considered in cases of cirrhosis, chronic hepatitis C, high cardiovascular risk, plasma viral load >10(5) copies/mL, proportion of CD4 cells <14%, and in people aged >55 years. ART should include 2 reverse transcriptase inhibitors nucleoside analogues and a third drug (non-analogue reverse transcriptase inhibitor, ritonavir boosted protease inhibitor or integrase inhibitor). The panel has consensually selected and given priority to using the Gesida score for some drug combinations, some of them co-formulated. The objective of ART is to achieve an undetectable viral load. Adherence to therapy plays an essential role in maintaining antiviral response. Therapeutic options are limited after ART failures, but an undetectable viral load may be possible nowadays. Adverse events are a fading problem of ART. Guidelines in acute HIV infection, in women, in pregnancy, and to prevent mother-to-child transmission and pre- and post-exposition prophylaxis are commented upon. Management of hepatitis B or C co-infection, other co-morbidities, and the characteristics of ART in HIV-2 infection are included.
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Devi U, Locarnini S. Role of Resistance Testing During Oral Antiviral Therapy of Chronic Hepatitis B. ACTA ACUST UNITED AC 2012. [DOI: 10.1007/s11901-012-0132-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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Automating HIV drug resistance genotyping with RECall, a freely accessible sequence analysis tool. J Clin Microbiol 2012; 50:1936-42. [PMID: 22403431 DOI: 10.1128/jcm.06689-11] [Citation(s) in RCA: 135] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Genotypic HIV drug resistance testing is routinely used to guide clinical decisions. While genotyping methods can be standardized, a slow, labor-intensive, and subjective manual sequence interpretation step is required. We therefore performed external validation of our custom software RECall, a fully automated sequence analysis pipeline. HIV-1 drug resistance genotyping was performed on 981 clinical samples at the Stanford Diagnostic Virology Laboratory. Sequencing trace files were first interpreted manually by a laboratory technician and subsequently reanalyzed by RECall, without intervention. The relative performances of the two methods were assessed by determination of the concordance of nucleotide base calls, identification of key resistance-associated substitutions, and HIV drug resistance susceptibility scoring by the Stanford Sierra algorithm. RECall is freely available at http://pssm.cfenet.ubc.ca. In total, 875 of 981 sequences were analyzed by both human and RECall interpretation. RECall analysis required minimal hands-on time and resulted in a 25-fold improvement in processing speed (∼150 technician-hours versus ∼6 computation-hours). Excellent concordance was obtained between human and automated RECall interpretation (99.7% agreement for >1,000,000 bases compared). Nearly all discordances (99.4%) were due to nucleotide mixtures being called by one method but not the other. Similarly, 98.6% of key antiretroviral resistance-associated mutations observed were identified by both methods, resulting in 98.5% concordance of resistance susceptibility interpretations. This automated sequence analysis tool provides both standardization of analysis and a significant improvement in data workflow. The time-consuming, error-prone, and dreadfully boring manual sequence analysis step is replaced with a fully automated system without compromising the accuracy of reported HIV drug resistance data.
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De Gascun CF, Waters A, Regan C, O'Halloran J, Farrell G, Coughlan S, Bergin C, Powderly WG, Hall WW. Documented prevalence of HIV type 1 antiretroviral transmitted drug resistance in Ireland from 2004 to 2008. AIDS Res Hum Retroviruses 2012; 28:276-81. [PMID: 21770812 DOI: 10.1089/aid.2011.0166] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
HIV-1-infected individuals with transmitted HIV drug resistance (TDR) begin antiretroviral therapy (ART) with a lower genetic barrier to resistance and a higher risk of both virological failure and of developing further resistance. TDR surveillance informs HIV-1 public health strategies and first line ART. TDR has not been studied nationally in an Irish population. This study includes all new HIV diagnoses from January 2004 to September 2008 from the National Virus Reference Laboratory, University College Dublin. HIV-1 protease and reverse transcriptase sequences were generated, and resistance mutations identified using the Siemens TRUGENE HIV-1 Genotyping System. Subtypes were determined using web-based genotyping tools. The study comprised 1579 patients. There were 305 new diagnoses in 2004 (173 male; 132 female), 298 in 2005 (175M; 123F), 321 in 2006 (197M; 124F), 297 in 2007 (184M; 113F), and 358 (235M; 123F) in 2008. HIV-1 RNA was sequenced from 158/305 patients in 2004, 199/298 in 2005, 225/321 in 2006, 203/297 in 2007, and 275/358 in 2008. The overall TDR rate was 6.3%, peaking in 2006 at 10.4% and declining to 5.3% in 2008. The majority of TDR was seen in Irish born individuals with HIV-1 subtype B infection. The TDR rate in Ireland is comparatively low. Thus, a health technology assessment is required to ascertain the most cost effective use of genotypic antiretroviral resistance testing (GART) in the future: the current approach of performing baseline GART on all new diagnoses, or perhaps a more targeted approach that focuses on patients commencing nonnucleoside reverse transcriptase inhibitor (NNRTI)-based ART.
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Affiliation(s)
- Cillian F. De Gascun
- National Virus Reference Laboratory, University College Dublin, Dublin, Ireland
- School of Medicine and Medical Science, University College Dublin, Dublin, Ireland
| | - Allison Waters
- National Virus Reference Laboratory, University College Dublin, Dublin, Ireland
| | - Ciara Regan
- National Virus Reference Laboratory, University College Dublin, Dublin, Ireland
| | - Jane O'Halloran
- Department of Infectious Diseases, Mater Misericordiae Hospital, Dublin, Ireland
| | - Gillian Farrell
- Department of Genito-Urinary Medicine and Infectious Diseases, St. James' Hospital, Dublin, Ireland
| | - Suzie Coughlan
- National Virus Reference Laboratory, University College Dublin, Dublin, Ireland
| | - Colm Bergin
- Department of Genito-Urinary Medicine and Infectious Diseases, St. James' Hospital, Dublin, Ireland
| | - William G. Powderly
- School of Medicine and Medical Science, University College Dublin, Dublin, Ireland
| | - William W. Hall
- National Virus Reference Laboratory, University College Dublin, Dublin, Ireland
- School of Medicine and Medical Science, University College Dublin, Dublin, Ireland
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Banks L, Gholamin S, White E, Zijenah L, Katzenstein DA. Comparing Peripheral Blood Mononuclear Cell DNA and Circulating Plasma viral RNA pol Genotypes of Subtype C HIV-1. ACTA ACUST UNITED AC 2012; 3:141-147. [PMID: 23019537 DOI: 10.4172/2155-6113.1000141] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
INTRODUCTION: Drug resistance mutations (DRM) in viral RNA are important in defining to provide effective antiretroviral therapy (ART) in HIV-1 infected patients. Detection of DRM in peripheral blood mononuclear cell (PBMC) DNA is another source of information, although the clinical significance of DRMs in proviral DNA is less clear. MATERIALS AND METHODS: From 25 patients receiving ART at a center in Zimbabwe, 32 blood samples were collected. Dideoxy-sequencing of gag-pol identified subtype and resistance mutations from plasma viral RNA and proviral DNA. Drug resistance was estimated using the calibrated population resistance tool on www.hivdb.stanford.edu database. Numerical resistance scores were calculated for all antiretroviral drugs and for the subjects' reported regimen. Phylogenetic analysis as maximum likelihood was performed to determine the evolutionary distance between sequences. RESULTS: Of the 25 patients, 4 patients (2 of which had given 2 blood samples) were not known to be on ART (NA) and had exclusively wild-type virus, 17 had received Protease inhibitors (PI), 18, non-nucleoside reverse transcriptase inhibitors (NNRTI) and 19, two or more nucleoside reverse transcriptase inhibitors (NRTI). Of the 17 with history of PI, 10 had PI mutations, 5 had minor differences between mutations in RNA and DNA. Eighteen samples had NNRTI mutations, six of which demonstrated some discordance between DNA and RNA mutations. Although NRTI resistance mutations were frequently different between analyses, mutations resulted in very similar estimated phenotypes as measured by resistance scores. The numerical resistance scores from RNA and DNA for PIs differed between 2/10, for NNRTIs between 8/18, and for NRTIs between 17/32 pairs. When calculated resistance scores were collapsed, 3 pairs showed discordance between RNA and DNA for at least one PI, 6 were discordant for at least one NNRTI and 11 for at least one NRTI. Regarding phylogenetic evolutionary analysis, all RNA and DNA sequence pairs clustered closely in a maximum likelihood tree. CONCLUSION: PBMC DNA could be useful for testing drug resistance in conjunction with plasma RNA where the results of each yielded complementary information about drug resistance. Identification of DRM, archived in proviral DNA, could be used to provide for sustainable public health surveillance among subtype C infected patients.
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Affiliation(s)
- Lauren Banks
- Center for AIDS Research, Stanford University Medical Center, Stanford, CA, USA
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Xu S, Zhong P, Li J, Song A, Li H, Nie J, Li X, Wang Y. Comparative evaluation of the ViroSeq™ HIV-1 genotyping system and an in-house method for analysis of HIV-1 drug-resistance mutations in China. Mol Diagn Ther 2011; 15:41-52. [PMID: 21469769 DOI: 10.1007/bf03257192] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND AND OBJECTIVE With the introduction of the ViroSeq™ HIV-1 Genotyping System (ViroSeq™ assay) into China, it is important to evaluate the impact of the diversity of HIV-1 genotypes found in China on the performance of the ViroSeq™ assay compared with an in-house method. MATERIALS AND METHODS A total of 318 plasma samples, collected from 206 HIV-1-infected patients receiving antiretroviral therapy and 112 treatment-naïve HIV-1-infected patients, were used for evaluating the concordance of genotypes, genotypic resistance mutations, and phenotypic resistance between the ViroSeq™ assay and an in-house method for analyzing HIV-1 drug resistance in China. RESULTS A concordance of genotypes between the ViroSeq™ assay and the in-house method was observed for the 313 samples (98.4%), using the Stanford University HIV Drug Resistance Database (Version 6.0.5). The overall concordances of drug-resistance-related mutations (DRRMs) in the HIV-1 protease (PR) and reverse transcriptase (RT) coding sequences within the HIV-1 pol gene, scored by the ViroSeq™ assay and the in-house method, were 99.5% and 98.1%, respectively. Discrepancies between the two methods were found in 38 samples assayed for protease inhibitor (PI) DRRMs, 36 samples assayed for nucleoside reverse transcriptase inhibitor (NRTI) DRRMs, and 72 samples assayed for non-nucleoside reverse transcriptase inhibitor (NNRTI) DRRMs, and 100%, 88.9%, and 87.5% of the samples with discrepancies for PI, NRTI, and NNRTI DRRMs, respectively, were genotyped as subtype B. One NNRTI mutation (the RT mutation Y318F) was reported only by the ViroSeq™ assay, and this discrepancy resulted from the difference in the pol gene lengths generated by the two systems. Furthermore, the overall concordance of phenotypic resistance was 94.7% (301/318) between the two methods. CONCLUSION The ViroSeq™ assay will be a useful tool for monitoring clinical drug resistance and for better management of HIV-1 patients receiving antiretroviral therapy in China.
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Affiliation(s)
- Sihong Xu
- Department of Cell Biology, National Institute for the Control of Pharmaceutical and Biological Products, Beijing, PR China
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Emmadi R, Boonyaratanakornkit JB, Selvarangan R, Shyamala V, Zimmer BL, Williams L, Bryant B, Schutzbank T, Schoonmaker MM, Amos Wilson JA, Hall L, Pancholi P, Bernard K. Molecular methods and platforms for infectious diseases testing a review of FDA-approved and cleared assays. J Mol Diagn 2011; 13:583-604. [PMID: 21871973 DOI: 10.1016/j.jmoldx.2011.05.011] [Citation(s) in RCA: 64] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2010] [Revised: 05/09/2011] [Accepted: 05/27/2011] [Indexed: 01/03/2023] Open
Abstract
The superior sensitivity and specificity associated with the use of molecular assays has greatly improved the field of infectious disease diagnostics by providing clinicians with results that are both accurate and rapidly obtained. Herein, we review molecularly based infectious disease diagnostic tests that are Food and Drug Administration approved or cleared and commercially available in the United States as of December 31, 2010. We describe specific assays and their performance, as stated in the Food and Drug Administration's Summary of Safety and Effectiveness Data or the Office of In Vitro Diagnostic Device Evaluation and Safety's decision summaries, product inserts, or peer-reviewed literature. We summarize indications for testing, limitations, and challenges related to implementation in a clinical laboratory setting for a wide variety of common pathogens. The information presented in this review will be particularly useful for laboratories that plan to implement or expand their molecular offerings in the near term.
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Affiliation(s)
- Rajyasree Emmadi
- Department of Pathology, University of Illinois at Chicago, Chicago, IL, USA.
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