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de Almeida Rego FF, de Moraes L, Giovanetti M, Silva JAG, Torres FG, de Oliveira Silva M, da Purificação Pereira da Silva M, Van Weyenbergh J, Santos LA, Khouri R. Genomic Detection of the Emerging, Highly Pathogenic HIV-1 Subtype D in Bahia, Northeast Brazil. Viruses 2023; 15:1650. [PMID: 37631993 PMCID: PMC10458544 DOI: 10.3390/v15081650] [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: 05/31/2023] [Revised: 06/30/2023] [Accepted: 07/06/2023] [Indexed: 08/27/2023] Open
Abstract
(1) Background: The HIV subtype D is generally associated with a faster decline in CD4+ T cell counts, a higher viral load, and a faster progression to AIDS. However, it is still poorly characterized in Brazil. In this study, we used genomics and epidemiological data to investigate the transmission dynamics of HIV subtype D in the state of Bahia, Northeast Brazil. (2) Methods: To achieve this goal, we obtained four novel HIV-1 subtype D partial pol genome sequences using the Sanger method. To understand the emergence of this novel subtype in the state of Bahia, we used phylodynamic analysis on a dataset comprising 3704 pol genome sequences downloaded from the Los Alamos database. (3) Results: Our analysis revealed three branching patterns, indicating multiple introductions of the HIV-1 subtype D in Brazil from the late 1980s to the late 2000s and a single introduction event in the state of Bahia. Our data further suggest that these introductions most likely originated from European, Eastern African, Western African, and Southern African countries. (4) Conclusion: Understanding the distribution of HIV-1 viral strains and their temporal dynamics is crucial for monitoring the real-time evolution of circulating subtypes and recombinant forms, as well as for designing novel diagnostic and vaccination strategies. We advocate for a shift to active surveillance, to ensure adequate preparedness for future epidemics mediated by emerging viral strains.
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Affiliation(s)
- Filipe Ferreira de Almeida Rego
- Escola Bahiana de Medicina e Saúde Pública, Avenida Dom João VI, 275, Brotas, Salvador 40290-000, Bahia, Brazil; (F.F.d.A.R.); (L.A.S.)
| | - Laise de Moraes
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Rua Waldemar Falcão, 121, Candeal, Salvador 40296-710, Bahia, Brazil; (L.d.M.); (J.A.G.S.); (F.G.T.)
- Programa de Pós-Graduação em Ciências da Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Praça Ramos de Queirós, s/n, Largo do Terreiro de Jesus, Salvador 40026-010, Bahia, Brazil
| | - Marta Giovanetti
- Instituto Rene Rachou, Fundação Oswaldo Cruz, Avenida Augusto de Lima, 1715, Barro Preto, Belo Horizonte 30190-002, Minas Gerais, Brazil;
- Sciences and Technologies for Sustainable Development and One Health, University of Campus Bio-Medico, 21-00128 Rome, Italy
| | - José Adriano Góes Silva
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Rua Waldemar Falcão, 121, Candeal, Salvador 40296-710, Bahia, Brazil; (L.d.M.); (J.A.G.S.); (F.G.T.)
- Programa de Pós-Graduação em Ciências da Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Praça Ramos de Queirós, s/n, Largo do Terreiro de Jesus, Salvador 40026-010, Bahia, Brazil
- Centro Estadual Especializado em Diagnóstico, Assistência e Pesquisa, Secretaria de Saúde do Estado da Bahia, Salvador 40110-050, Bahia, Brazil; (M.d.O.S.); (M.d.P.P.d.S.)
| | - Felipe Guimarães Torres
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Rua Waldemar Falcão, 121, Candeal, Salvador 40296-710, Bahia, Brazil; (L.d.M.); (J.A.G.S.); (F.G.T.)
| | - Marcio de Oliveira Silva
- Centro Estadual Especializado em Diagnóstico, Assistência e Pesquisa, Secretaria de Saúde do Estado da Bahia, Salvador 40110-050, Bahia, Brazil; (M.d.O.S.); (M.d.P.P.d.S.)
| | - Maria da Purificação Pereira da Silva
- Centro Estadual Especializado em Diagnóstico, Assistência e Pesquisa, Secretaria de Saúde do Estado da Bahia, Salvador 40110-050, Bahia, Brazil; (M.d.O.S.); (M.d.P.P.d.S.)
| | - Johan Van Weyenbergh
- Rega Institute for Medical Research, Department of Immunology, Microbiology and Transplantation, KU Leuven, Herestraat 49-Box 1030, 3000 Leuven, Belgium;
| | - Luciane Amorim Santos
- Escola Bahiana de Medicina e Saúde Pública, Avenida Dom João VI, 275, Brotas, Salvador 40290-000, Bahia, Brazil; (F.F.d.A.R.); (L.A.S.)
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Rua Waldemar Falcão, 121, Candeal, Salvador 40296-710, Bahia, Brazil; (L.d.M.); (J.A.G.S.); (F.G.T.)
- Programa de Pós-Graduação em Ciências da Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Praça Ramos de Queirós, s/n, Largo do Terreiro de Jesus, Salvador 40026-010, Bahia, Brazil
| | - Ricardo Khouri
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Rua Waldemar Falcão, 121, Candeal, Salvador 40296-710, Bahia, Brazil; (L.d.M.); (J.A.G.S.); (F.G.T.)
- Programa de Pós-Graduação em Ciências da Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Praça Ramos de Queirós, s/n, Largo do Terreiro de Jesus, Salvador 40026-010, Bahia, Brazil
- Rega Institute for Medical Research, Department of Immunology, Microbiology and Transplantation, KU Leuven, Herestraat 49-Box 1030, 3000 Leuven, Belgium;
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de Moraes L, Santos LA, Arruda LB, da Silva MDPP, Silva MDO, Silva JAG, Ramos A, dos Santos MB, Torres FG, Orge C, Teixeira AMDS, Vieira TS, Ramírez L, Soto M, Grassi MFR, de Siqueira IC, Costa DL, Costa CHN, Andrade BDB, Akrami K, de Oliveira CI, Boaventura VS, Barral-Netto M, Barral A, Vandamme AM, Van Weyenbergh J, Khouri R. High seroprevalence of Leishmania infantum is linked to immune activation in people with HIV: a two-stage cross-sectional study in Bahia, Brazil. Front Microbiol 2023; 14:1221682. [PMID: 37601355 PMCID: PMC10436095 DOI: 10.3389/fmicb.2023.1221682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 06/28/2023] [Indexed: 08/22/2023] Open
Abstract
Visceral leishmaniasis is an opportunistic disease in HIV-1 infected individuals, unrecognized as a determining factor for AIDS diagnosis. The growing geographical overlap of HIV-1 and Leishmania infections is an emerging challenge worldwide, as co-infection increases morbidity and mortality for both infections. Here, we determined the prevalence of people living with HIV (PWH) with a previous or ongoing infection by Leishmania infantum and investigated the virological and immunological factors associated with co-infection. We adopted a two-stage cross-sectional cohort (CSC) design (CSC-I, n = 5,346 and CSC-II, n = 317) of treatment-naïve HIV-1-infected individuals in Bahia, Brazil. In CSC-I, samples collected between 1998 and 2013 were used for serological screening for leishmaniasis by an in-house Enzyme-Linked Immunosorbent Assay (ELISA) with SLA (Soluble Leishmania infantum Antigen), resulting in a prevalence of previous or ongoing infection of 16.27%. Next, 317 PWH were prospectively recruited from July 2014 to December 2015 with the collection of sociodemographic and clinical data. Serological validation by two different immunoassays confirmed a prevalence of 15.46 and 8.20% by anti-SLA, and anti-HSP70 serology, respectively, whereas 4.73% were double-positive (DP). Stratification of these 317 individuals in DP and double-negative (DN) revealed a significant reduction of CD4+ counts and CD4+/CD8+ ratios and a tendency of increased viral load in the DP group, as compared to DN. No statistical differences in HIV-1 subtype distribution were observed between the two groups. However, we found a significant increase of CXCL10 (p = 0.0076) and a tendency of increased CXCL9 (p = 0.061) in individuals with DP serology, demonstrating intensified immune activation in this group. These findings were corroborated at the transcriptome level in independent Leishmania- and HIV-1-infected cohorts (Swiss HIV Cohort and Piaui Northeast Brazil Cohort), indicating that CXCL10 transcripts are shared by the IFN-dominated immune activation gene signatures of both pathogens and positively correlated to viral load in untreated PWH. This study demonstrated a high prevalence of PWH with L. infantum seropositivity in Bahia, Brazil, linked to IFN-mediated immune activation and a significant decrease in CD4+ levels. Our results highlight the urgent need to increase awareness and define public health strategies for the management and prevention of HIV-1 and L. infantum co-infection.
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Affiliation(s)
- Laise de Moraes
- Programa de Pós-graduação em Ciências da Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, Brazil
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
| | - Luciane Amorim Santos
- Programa de Pós-graduação em Ciências da Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, Brazil
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Escola Bahiana de Medicina e Saúde Pública, Salvador, Brazil
| | - Liã Bárbara Arruda
- Centre for Clinical Microbiology, Division of Infection & Immunity, University College London, London, United Kingdom
| | | | - Márcio de Oliveira Silva
- Centro Estadual Especializado em Diagnóstico, Assistência e Pesquisa, Secretaria de Saúde do Estado da Bahia, Salvador, Brazil
| | - José Adriano Góes Silva
- Programa de Pós-graduação em Ciências da Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, Brazil
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Centro Estadual Especializado em Diagnóstico, Assistência e Pesquisa, Secretaria de Saúde do Estado da Bahia, Salvador, Brazil
| | - André Ramos
- Centro Estadual Especializado em Diagnóstico, Assistência e Pesquisa, Secretaria de Saúde do Estado da Bahia, Salvador, Brazil
| | | | | | - Cibele Orge
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
| | | | | | - Laura Ramírez
- Departamento de Biología Molecular, Facultad de Ciencias, Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas, Universidad Autónoma de Madrid, Madrid, Spain
| | - Manuel Soto
- Departamento de Biología Molecular, Facultad de Ciencias, Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas, Universidad Autónoma de Madrid, Madrid, Spain
| | - Maria Fernanda Rios Grassi
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Escola Bahiana de Medicina e Saúde Pública, Salvador, Brazil
| | | | - Dorcas Lamounier Costa
- Laboratório de Leishmanioses, Instituto de Doenças Tropicais Natan Portella, Universidade Federal do Piauí, Teresina, Brazil
| | - Carlos Henrique Nery Costa
- Laboratório de Leishmanioses, Instituto de Doenças Tropicais Natan Portella, Universidade Federal do Piauí, Teresina, Brazil
| | - Bruno de Bezerril Andrade
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Escola Bahiana de Medicina e Saúde Pública, Salvador, Brazil
| | - Kevan Akrami
- Programa de Pós-graduação em Ciências da Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, Brazil
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
| | - Camila Indiani de Oliveira
- Programa de Pós-graduação em Ciências da Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, Brazil
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Escola Bahiana de Medicina e Saúde Pública, Salvador, Brazil
| | - Viviane Sampaio Boaventura
- Programa de Pós-graduação em Ciências da Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, Brazil
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Hospital Santa Izabel, Salvador, Brazil
| | - Manoel Barral-Netto
- Programa de Pós-graduação em Ciências da Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, Brazil
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
| | - Aldina Barral
- Programa de Pós-graduação em Ciências da Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, Brazil
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
| | - Anne-Mieke Vandamme
- Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, Clinical and Epidemiological Virology, Leuven, Belgium
- Center for Global Health and Tropical Medicine, Instituto de Higiene e Medicina Tropical, Universidade Nova de Lisboa, Lisbon, Portugal
| | - Johan Van Weyenbergh
- Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, Clinical and Epidemiological Virology, Leuven, Belgium
| | - Ricardo Khouri
- Programa de Pós-graduação em Ciências da Saúde, Faculdade de Medicina da Bahia, Universidade Federal da Bahia, Salvador, Brazil
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil
- Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, Clinical and Epidemiological Virology, Leuven, Belgium
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Chameettachal A, Mustafa F, Rizvi TA. Understanding Retroviral Life Cycle and its Genomic RNA Packaging. J Mol Biol 2023; 435:167924. [PMID: 36535429 DOI: 10.1016/j.jmb.2022.167924] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 12/12/2022] [Accepted: 12/12/2022] [Indexed: 12/23/2022]
Abstract
Members of the family Retroviridae are important animal and human pathogens. Being obligate parasites, their replication involves a series of steps during which the virus hijacks the cellular machinery. Additionally, many of the steps of retrovirus replication are unique among viruses, including reverse transcription, integration, and specific packaging of their genomic RNA (gRNA) as a dimer. Progress in retrovirology has helped identify several molecular mechanisms involved in each of these steps, but many are still unknown or remain controversial. This review summarizes our present understanding of the molecular mechanisms involved in various stages of retrovirus replication. Furthermore, it provides a comprehensive analysis of our current understanding of how different retroviruses package their gRNA into the assembling virions. RNA packaging in retroviruses holds a special interest because of the uniqueness of packaging a dimeric genome. Dimerization and packaging are highly regulated and interlinked events, critical for the virus to decide whether its unspliced RNA will be packaged as a "genome" or translated into proteins. Finally, some of the outstanding areas of exploration in the field of RNA packaging are highlighted, such as the role of epitranscriptomics, heterogeneity of transcript start sites, and the necessity of functional polyA sequences. An in-depth knowledge of mechanisms that interplay between viral and cellular factors during virus replication is critical in understanding not only the virus life cycle, but also its pathogenesis, and development of new antiretroviral compounds, vaccines, as well as retroviral-based vectors for human gene therapy.
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Affiliation(s)
- Akhil Chameettachal
- Department of Microbiology & Immunology, College of Medicine and Health Sciences (CMHS), United Arab Emirates University, Al Ain, United Arab Emirates. https://twitter.com/chameettachal
| | - Farah Mustafa
- Department of Biochemistry, College of Medicine and Health Sciences (CMHS), United Arab Emirates University, Al Ain, United Arab Emirates; Zayed bin Sultan Center for Health Sciences (ZCHS), United Arab Emirates University, Al Ain, United Arab Emirates.
| | - Tahir A Rizvi
- Department of Microbiology & Immunology, College of Medicine and Health Sciences (CMHS), United Arab Emirates University, Al Ain, United Arab Emirates; Zayed bin Sultan Center for Health Sciences (ZCHS), United Arab Emirates University, Al Ain, United Arab Emirates.
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Xia T, Guo J, Zhang B, Xue W, Deng S, Liu Y, Cui B. A Novel Quantification System Combining iTRAQ Technology and Multi-Omics Assessment to Predict Prognosis and Immunotherapy Efficacy in Colon Cancer. Front Bioeng Biotechnol 2022; 10:862619. [PMID: 35445008 PMCID: PMC9014007 DOI: 10.3389/fbioe.2022.862619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 03/21/2022] [Indexed: 12/24/2022] Open
Abstract
Background: Colon cancer is one of the most common cancer types, although it has certain unique genetic features. This study aimed to develop a unique score for assessing prognosis and immunotherapy efficacy using integrated multi-omics analysis.Methods: Isobaric tagging for relative and absolute quantification (iTRAQ) based proteomic analysis was used to screen differentially expressed proteins (DEP) between tumor and normal samples. DEP mRNA obtained from TCGA were clustered into different categories to show landscape-related prognosis and function. Following that, DEG was extracted from DEP mRNA, and the DEP-related score (DEPRS) was constructed to investigate the difference in immunotherapy prognosis and sensitivity. Finally, WCGNA, random forest, and artificial neural networks were used to screen for key genes. The prognostic value and protein level of these genes were validated.Results: A total of 243 DEPs were identified through iTRAQ analysis, and the corresponding DEP mRNA was clustered into three. Following a series of tests, 1,577 DEGs were identified from overlapped DEP mRNA clusters and were classified into three gene clusters. The two types of clusters described above shared comparable characteristics in terms of prognosis and function. Then, it was established that a high DEPRS indicated a poor prognosis and DEPRS had significant associations with TMB, MSI status, and immunotherapeutic response. Finally, the key genes HART3 and FBLN2 were identified and were found to be implicated in immunotherapy and prognosis.Conclusion: The development of a DEPRS based on multi-omics analysis will aid in improving our understanding of colon cancer and guiding a more effective immunotherapy strategy. DEPRS and key genes are used as biomarkers in the clinical evaluation of patients.
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Affiliation(s)
- Tianyi Xia
- Department of Colorectal Surgery, Harbin Medical University Cancer Hospital, Harbin Medial University, Harbin, China
| | - Junnan Guo
- Department of Colorectal Surgery, Harbin Medical University Cancer Hospital, Harbin Medial University, Harbin, China
| | - Bomiao Zhang
- Department of Colorectal Surgery, Harbin Medical University Cancer Hospital, Harbin Medial University, Harbin, China
| | - Weinan Xue
- Department of Colorectal Surgery, Harbin Medical University Cancer Hospital, Harbin Medial University, Harbin, China
| | - Shenhui Deng
- Department of Anesthesiology, The Fourth Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Yanlong Liu
- Department of Colorectal Surgery, Harbin Medical University Cancer Hospital, Harbin Medial University, Harbin, China
- *Correspondence: Binbin Cui, ; Yanlong Liu,
| | - Binbin Cui
- Department of Colorectal Surgery, Harbin Medical University Cancer Hospital, Harbin Medial University, Harbin, China
- *Correspondence: Binbin Cui, ; Yanlong Liu,
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Combining Molecular Dynamic Information and an Aspherical-Atom Data Bank in the Evaluation of the Electrostatic Interaction Energy in Multimeric Protein-Ligand Complex: A Case Study for HIV-1 Protease. Molecules 2021; 26:molecules26133872. [PMID: 34202892 PMCID: PMC8270314 DOI: 10.3390/molecules26133872] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 06/19/2021] [Accepted: 06/22/2021] [Indexed: 11/23/2022] Open
Abstract
Computational analysis of protein–ligand interactions is of crucial importance for drug discovery. Assessment of ligand binding energy allows us to have a glimpse of the potential of a small organic molecule to be a ligand to the binding site of a protein target. Available scoring functions, such as in docking programs, all rely on equations that sum each type of protein–ligand interactions in order to predict the binding affinity. Most of the scoring functions consider electrostatic interactions involving the protein and the ligand. Electrostatic interactions constitute one of the most important part of total interactions between macromolecules. Unlike dispersion forces, they are highly directional and therefore dominate the nature of molecular packing in crystals and in biological complexes and contribute significantly to differences in inhibition strength among related enzyme inhibitors. In this study, complexes of HIV-1 protease with inhibitor molecules (JE-2147 and darunavir) were analyzed by using charge densities from the transferable aspherical-atom University at Buffalo Databank (UBDB). Moreover, we analyzed the electrostatic interaction energy for an ensemble of structures, using molecular dynamic simulations to highlight the main features of electrostatic interactions important for binding affinity.
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Leidner F, Yilmaz NK, Schiffer CA. Deciphering Complex Mechanisms of Resistance and Loss of Potency through Coupled Molecular Dynamics and Machine Learning. J Chem Theory Comput 2021; 17:2054-2064. [PMID: 33783217 PMCID: PMC8164521 DOI: 10.1021/acs.jctc.0c01244] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Drug resistance threatens many critical therapeutics through mutations in the drug target. The molecular mechanisms by which combinations of mutations, especially those remote from the active site, alter drug binding to confer resistance are poorly understood and thus difficult to counteract. A machine learning strategy was developed that coupled parallel molecular dynamics simulations with experimental potency to identify specific conserved mechanisms underlying resistance. Physical features were extracted from the simulations, analyzed, and integrated into one consistent and interpretable elastic network model. To rigorously test this strategy, HIV-1 protease variants with diverse mutations were used, with potencies ranging from picomolar to micromolar to the drug darunavir. Feature reduction resulted in a model with four specific features that predicts for both the training and test sets inhibitor binding free energy within 1 kcal/mol of the experimental value over this entire range of potency. These predictive features are physically interpretable, as they vary specifically with affinity and diagonally transverse across the protease homodimer. This physics-based strategy of parallel molecular dynamics and machine learning captures mechanisms by which complex combinations of mutations confer resistance and identify critical features that serve as bellwethers of affinity, which will be critical in future drug design.
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Affiliation(s)
- Florian Leidner
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, United States
| | - Nese Kurt Yilmaz
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, United States
| | - Celia A. Schiffer
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, United States
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Marin RC, Behl T, Negrut N, Bungau S. Management of Antiretroviral Therapy with Boosted Protease Inhibitors-Darunavir/Ritonavir or Darunavir/Cobicistat. Biomedicines 2021; 9:biomedicines9030313. [PMID: 33803812 PMCID: PMC8003312 DOI: 10.3390/biomedicines9030313] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 03/12/2021] [Accepted: 03/16/2021] [Indexed: 12/18/2022] Open
Abstract
A major challenge in the management of antiretroviral therapy (ART) is to improve the patient's adherence, reducing the burden caused by the high number of drugs that compose the treatment regimens for human immunodeficiency virus positive (HIV+) patients. Selection of the most appropriate treatment regimen is responsible for therapeutic success and aims to reduce viremia, increase the immune system response capacity, and reduce the incidence rate and intensity of adverse reactions. In general, protease inhibitor (PI) is one of the pillars of regimens, and darunavir (DRV), in particular, is frequently recommended, along with low doses of enzyme inhibitors as cobicistat (COBI) or ritonavir (RTV), by the international guidelines. The potential of clinically significant drug interactions in patients taking COBI or RTV is high due to the potent inhibitory effect on cytochrome CYP 450, which attracts significant changes in the pharmacokinetics of PIs. Regardless of the patient or type of virus, the combined regimens of DRV/COBI or DRV/RTV are available to clinicians, proving their effectiveness, with a major impact on HIV mortality/morbidity. This study presents current information on the pharmacokinetics, pharmacology, drug interactions, and adverse reactions of DRV; it not only compares the bioavailability, pharmacokinetic parameters, immunological and virological responses, but also the efficacy, advantages, and therapeutic disadvantages of DRV/COBI or DRV/RTV combinations.
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Affiliation(s)
- Ruxandra-Cristina Marin
- Department of Pharmacy, Faculty of Medicine and Pharmacy, University of Oradea, 410028 Oradea, Romania;
| | - Tapan Behl
- Chitkara College of Pharmacy, Chitkara University, Punjab 140401, India;
| | - Nicoleta Negrut
- Department of Psycho-Neuroscience and Recovery, Faculty of Medicine and Pharmacy, University of Oradea, 410028 Oradea, Romania;
| | - Simona Bungau
- Department of Pharmacy, Faculty of Medicine and Pharmacy, University of Oradea, 410028 Oradea, Romania;
- Correspondence: ; Tel.: +40-726-776-588
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Crispim MAE, Reis MNDG, Abrahim C, Kiesslich D, Fraiji N, Bello G, Stefani MMA. Homogenous HIV-1 subtype B from the Brazilian Amazon with infrequent diverse BF1 recombinants, subtypes F1 and C among blood donors. PLoS One 2019; 14:e0221151. [PMID: 31498798 PMCID: PMC6733458 DOI: 10.1371/journal.pone.0221151] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Accepted: 07/31/2019] [Indexed: 11/18/2022] Open
Abstract
In the last decade a growing HIV/AIDS epidemic with increased incidence and AIDS-related mortality has been reported in Northern Brazil from which molecular data are scarce. Also, apparently healthy, adult blood donors, recently diagnosed with HIV-1 represent important sentinel populations for molecular studies. This cross-sectional study describes HIV-1 subtypes in blood donors from three reference public blood centers located in three States in Northern Brazil. HIV-1 pol sequencing (protease/PR, reverse transcriptase/RT) was performed on plasma samples of HIV-1 positive donors from HEMOAM, Manaus, Amazonas (n = 198), HEMERON, Porto Velho, Rondônia (n = 20) and HEMORAIMA, Boa Vista, Roraima (n = 9) collected from 2011-2017. HIV-1 subtypes were identified by REGA, phylogenetic inference; recombinant viruses were characterized by SIMPLOT. Young, single, males predominated, around half was first-time donors. Syphilis co-infection was detected in 17% (39 out of 227), 8% (18 out of 227) was anti-HBc positive. Subtype B represented ≥ 90% in Amazonas, Rondônia and Roraima, subtype C (3.1%) was found in Amazonas and Rondônia; subtype F1 (0.9%) and BF1 recombinants (5.3%) were only detected in Amazonas. Subtype B sequences from Amazonas (n = 179), Rondônia (n = 18) and Roraima (n = 9) were combined with viral strains representative of the BPANDEMIC (n = 300) and BCARIBBEAN/BCAR (n = 200) lineages. The BPANDEMIC lineage predominated (78%) although BCAR lineages were frequent in Roraima (56%) and Amazonas (22%). Subtype C and subtype F1 sequences identified here clustered within Brazilian CBR and F1BR lineages, respectively. Twelve BF1 mosaics showed 11 different recombination profiles: six were singleton unique-recombinant-forms/URFs, one displays a CRF28/29_BF-like recombinant pattern and the remaining four BF1 isolates branched with other Brazilian BF1 viruses previously described and may represent putative new CRF_BF1 from Northern Brazil. Our study shows a highly homogeneous molecular pattern with prevalent subtype B, followed by BF1, and sporadic subtype C and F1 in blood donors from the Northern region. Surveillance studies are important to monitor HIV-1 diversity which can reveal patterns of viral dissemination, especially in a highly endemic, remote and geographically isolated region as Northern Brazil.
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Affiliation(s)
| | - Mônica Nogueira da Guarda Reis
- Instituto de Patologia Tropical e Saúde Pública, Laboratório de Imunologia da AIDS e da Hanseniase, Universidade Federal de Goiás, Goiânia, Goiás, Brazil
| | - Claudia Abrahim
- Fundação de Hematologia e Hemoterapia do Amazonas/HEMOAM, Amazonas, Manaus, Brazil
| | - Dagmar Kiesslich
- Fundação de Hematologia e Hemoterapia do Amazonas/HEMOAM, Amazonas, Manaus, Brazil
| | - Nelson Fraiji
- Fundação de Hematologia e Hemoterapia do Amazonas/HEMOAM, Amazonas, Manaus, Brazil
| | - Gonzalo Bello
- Instituto Oswaldo Cruz, FIOCRUZ, Laboratório de AIDS e Imunologia Molecular, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Mariane Martins Araújo Stefani
- Instituto de Patologia Tropical e Saúde Pública, Laboratório de Imunologia da AIDS e da Hanseniase, Universidade Federal de Goiás, Goiânia, Goiás, Brazil
- * E-mail:
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Esashika Crispim MA, da Guarda Reis MN, Fraiji N, Bello G, Stefani MMA. Detection of human immunodeficiency virus Type 1 phylogenetic clusters with multidrug resistance mutations among 2011 to 2017 blood donors from the highly endemic Northern Brazilian Amazon. Transfusion 2019; 59:2593-2601. [PMID: 31119759 DOI: 10.1111/trf.15347] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2018] [Revised: 03/19/2019] [Accepted: 04/21/2019] [Indexed: 12/26/2022]
Abstract
BACKGROUND This study describes transmitted drug resistance (TDR) in blood donors diagnosed with human immunodeficiency virus Type 1 (HIV-1) infection from 2011 to 2017 in three reference public blood centers from the Northern Brazilian Amazon. STUDY DESIGN AND METHODS This was a cross-sectional study on HIV-positive blood donors from HEMOAM, Manaus, Amazonas, AM (n = 198); HEMERON, Porto Velho, Rondônia, RO (n = 20); and HEMORAIMA, Boa Vista, Roraima, RR (n = 9). HIV-1 pol sequences (protease, reverse transcriptase) were analyzed for drug resistance mutations (DRMs) using the Calibrated Population Resistance tool (Stanford). TDR/DRM clusters were investigated by phylogenetic analysis after removing positions associated with drug resistance of Subtype B sequences from untreated and treated subjects from Northern Brazil. RESULTS Transmitted drug resistance/DRM in blood donors was 11% (25 of 227), all of them from HEMOAM. Most blood donors with TDR/DRM had multiple and similar DRMs. Nonnucleoside reverse transcriptase inhibitor (NNRTI) mutations predominated (10.1%), followed by nucleoside reverse transcriptase inhibitor (NRTI) mutations (5.3%) and protease inhibitor mutations (0.4%). Dual-class NNRTI/NRTI mutations represented 4.8%. Three highly supported Subtype B monophyletic clades mostly composed by individuals from Amazonas with TDR/DRM mutations were identified. The largest transmission cluster contained 10 sequences, eight from HEMOAM and two sequences described previously (one from a treated subject from Amazonas and the other one from Roraima). This cluster was characterized by NRTI (D67N, T69D, T215S/F/L, K219Q) and NNRTI (K101H, K103 N, G190A) mutations. The other two transmission clades comprised only three and two sequences from HEMOAM sharing the E138A NNRTI mutation. CONCLUSIONS The identification of transmission clusters of multidrug-resistant viruses in blood donors from Amazonas highlight the need of continued monitoring of TDR/DRM and the importance of pretreatment genotyping in the highly endemic Amazonas state.
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Affiliation(s)
| | - Mônica Nogueira da Guarda Reis
- Laboratório de Imunologia da AIDS e da Hanseniase, Instituto de Patologia Tropical e Saúde Pública, Universidade Federal de Goiás, Goiânia, Goiás, Brazil
| | - Nelson Fraiji
- Fundação de Hematologia e Hemoterapia do Amazonas, HEMOAM, Manaus, Brazil
| | - Gonzalo Bello
- Laboratório de AIDS e Imunologia Molecular, Instituto Oswaldo Cruz, FIOCRUZ, Rio de Janeiro, Brazil
| | - Mariane Martins Araújo Stefani
- Laboratório de Imunologia da AIDS e da Hanseniase, Instituto de Patologia Tropical e Saúde Pública, Universidade Federal de Goiás, Goiânia, Goiás, Brazil
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Clutter DS, Mazarei G, Sinha R, Manasa J, Nouhin J, LaPrade E, Bolouki S, Tzou PL, Hannita-Hui J, Sahoo MK, Kuimelis P, Kuimelis RG, Pinsky BA, Schoolnik GK, Hassibi A, Shafer RW. Multiplex Solid-Phase Melt Curve Analysis for the Point-of-Care Detection of HIV-1 Drug Resistance. J Mol Diagn 2019; 21:580-592. [PMID: 31026601 DOI: 10.1016/j.jmoldx.2019.02.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Revised: 02/05/2019] [Accepted: 02/19/2019] [Indexed: 11/16/2022] Open
Abstract
A point-of-care HIV-1 genotypic resistance assay that could be performed during a clinic visit would enable care providers to make informed treatment decisions for patients starting therapy or experiencing virologic failure on therapy. The main challenge for such an assay is the genetic variability at and surrounding each drug-resistance mutation (DRM). We analyzed a database of diverse global HIV sequences and used thermodynamic simulations to design an array of surface-bound oligonucleotide probe sets with each set sharing distinct 5' and 3' flanking sequences but having different centrally located nucleotides complementary to six codons at HIV-1 DRM reverse transcriptase position 103: AAA, AAC, AAG, AAT, AGA, and AGC. We then performed in vitro experiments using 80-mer oligonucleotides and PCR-amplified DNA from clinical plasma HIV-1 samples and culture supernatants that contained subtype A, B, C, D, CRF01_AE, and CRF02_AG viruses. Multiplexed solid-phase melt curve analysis discriminated perfectly among each of the six reported reverse transcriptase position 103 codons in both 80-mers and clinical samples. The sensitivity and specificity for detecting targets that contained AAC mixed with targets that contained AAA were >98% when AAC was present at a proportion of ≥10%. Multiplexed solid-phase melt curve analysis is a promising approach for developing point-of-care assays to distinguish between different codons in genetically variable regions such as those surrounding HIV-1 DRMs.
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Affiliation(s)
- Dana S Clutter
- Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, California
| | | | | | - Justen Manasa
- African Institute of Biomedical Science and Technology, Harare, Zimbabwe
| | - Janin Nouhin
- Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, California
| | - Ellen LaPrade
- Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, California
| | | | - Philip L Tzou
- Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, California
| | - Jessica Hannita-Hui
- Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, California
| | - Malaya K Sahoo
- Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, California
| | | | | | - Benjamin A Pinsky
- Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, California; Department of Pathology, Stanford University School of Medicine, Stanford, California
| | | | | | - Robert W Shafer
- Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, California.
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11
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Dong K, Ye L, Leng Y, Liang S, Feng L, Yang H, Su L, Li Y, Baloch S, He F, Yuan D, Pei X. Prevalence of HIV-1 Drug Resistance among Patients with Antiretroviral Therapy Failure in Sichuan, China, 2010-2016. TOHOKU J EXP MED 2019; 247:1-12. [PMID: 30643108 DOI: 10.1620/tjem.247.1] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Antiretroviral therapy (ART) has been introduced recently and has significantly impacted morbidity and mortality, but can also engender drug resistance. To identify the prevalence of HIV-1 drug resistance (HIVDR) among patients with antiretroviral therapy failure in Sichuan during the period from 2010 to 2016, we carried out a longitudinal study in Sichuan, a province with the highest HIV/AIDS prevalence in China. The data and blood samples were collected from HIV/AIDS patients who received ART for more than half a year. Overall 5,512 sequences were completed from 7,059 ART-failure patients, and 2,499 individuals were identified as drug resistant. Among those with HIVDR mutations identified, 25.37% were against non-nucleoside reverse transcriptase inhibitors (NNRTIs), and 1.60% was against nucleoside reverse transcriptase inhibitors (NRTIs). NRTI-resistant drugs were mainly lamivudine (3TC) (57.77%) and emtricitabine (FTC), while NNRTI-resistant drugs were mainly nevirapine (NVP) (91.13%) and efavirenz (EFV) (72.81%). The most common recombination subtypes of HIV-1 in sequenced samples were CRF07_BC (circulating recombinant form, CRF) (41.42%), followed by CRF01_AE (40.77%). Moreover, drug resistance rate increased with the prolongation of treatment time (χ2 = 14.758, P < 0.05). The overall prevalence of acquired drug resistance in HIV-1 infected patients in Sichuan was 5.47%, which has remained relatively stable from 2010 to 2016. HIV-1 CRF01_AE and CRF07_BC subtypes were the main epidemic strains, and the possibility of resistance was higher in CRF01_AE subtypes. The current study highlights the importance of acquired drug resistance surveillance over a long period.
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Affiliation(s)
- Ke Dong
- West China School of Public Health, No.4 West China Teaching Hospital, Sichuan University
| | - Li Ye
- Sichuan Provincial Center for Disease Control and Prevention, Center for AIDS/STD Control and Prevention
| | - Yun Leng
- West China School of Public Health, No.4 West China Teaching Hospital, Sichuan University
| | - Shu Liang
- Sichuan Provincial Center for Disease Control and Prevention, Center for AIDS/STD Control and Prevention
| | - Liao Feng
- Sichuan Provincial Center for Disease Control and Prevention, Center for AIDS/STD Control and Prevention
| | - Hong Yang
- Sichuan Provincial Center for Disease Control and Prevention, Center for AIDS/STD Control and Prevention
| | - Ling Su
- Sichuan Provincial Center for Disease Control and Prevention, Center for AIDS/STD Control and Prevention
| | - Yiping Li
- Sichuan Provincial Center for Disease Control and Prevention, Center for AIDS/STD Control and Prevention
| | - Saira Baloch
- West China School of Public Health, No.4 West China Teaching Hospital, Sichuan University
| | - Fangting He
- West China School of Public Health, No.4 West China Teaching Hospital, Sichuan University
| | - Dan Yuan
- Sichuan Provincial Center for Disease Control and Prevention, Center for AIDS/STD Control and Prevention
| | - Xiaofang Pei
- West China School of Public Health, No.4 West China Teaching Hospital, Sichuan University
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12
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Abstract
DNA chips are small, solid supports such as microscope slides onto which thousands of cDNAs or oligonucleotides are arrayed, representing known genes or simply EST clones, or covering the entire sequence of a gene with all its possible mutations. Fluorescently labeled DNA or RNA extracted from tissues is hybridized to the array. Laser scanning of the chip permits quantitative evaluation of each individual complementary sequence present in the sample. DNA chip technology is currently being proposed for qualitative and quantitative applications, firstly for the detection of point mutations, small deletions and insertions in genes involved in human diseases or affected during cancer progression; secondly, to determine on a genome-wide basis the pattern of gene expression in tumors, as well as in a number of experimental situations. The extraordinary power of DNA chips will have a strong impact on medicine in the near future, both in the molecular characterization of tumors and genetic diseases and in drug discovery and evaluation. Quantitative applications will soon spread through all fields of biology.
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Kletenkov K, Hoffmann D, Böni J, Yerly S, Aubert V, Schöni-Affolter F, Struck D, Verheyen J, Klimkait T. Role of Gag mutations in PI resistance in the Swiss HIV cohort study: bystanders or contributors? J Antimicrob Chemother 2017; 72:866-875. [PMID: 27999036 DOI: 10.1093/jac/dkw493] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2016] [Accepted: 10/15/2016] [Indexed: 12/24/2022] Open
Abstract
Background HIV Gag mutations have been reported to confer PI drug resistance. However, clinical implications are still controversial and most current genotyping algorithms consider solely the protease gene for assessing PI resistance. Objectives Our goal was to describe for HIV infections in Switzerland the potential role of the C-terminus of Gag (NC-p6) in PI resistance. We aimed to characterize resistance-relevant mutational patterns in Gag and protease and their possible interactions. Methods Resistance information on plasma samples from 2004-12 was collected for patients treated by two diagnostic centres of the Swiss HIV Cohort Study. Sequence information on protease and the C-terminal Gag region was paired with the corresponding patient treatment history. The prevalence of Gag and protease mutations was analysed for PI treatment-experienced patients versus PI treatment-naive patients. In addition, we modelled multiple paths of an assumed ordered accumulation of genetic changes using random tree mixture models. Results More than half of all PI treatment-experienced patients in our sample set carried HIV variants with at least one of the known Gag mutations, and 17.9% (66/369) carried at least one Gag mutation for which a phenotypic proof of PI resistance by in vitro mutagenesis has been reported. We were able to identify several novel Gag mutations that are associated with PI exposure and therapy failure. Conclusions Our analysis confirmed the association of Gag mutations, well known and new, with PI exposure. This could have clinical implications, since the level of potential PI drug resistance might be underestimated.
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Affiliation(s)
- K Kletenkov
- Molecular Virology, Department of Biomedicine - Petersplatz, University of Basel, Basel, Switzerland
| | - D Hoffmann
- Bioinformatics and Computational Biophysics, Centre for Medical Biotechnology, University of Duisburg-Essen, Duisburg, Germany
| | - J Böni
- Institute of Medical Virology, National Reference Center for Retroviruses, University of Zurich, Zurich, Switzerland
| | - S Yerly
- Laboratory of Virology, University Hospital Geneva, University of Geneva, Geneva, Switzerland
| | - V Aubert
- Division of Immunology and Allergy, University Hospital Lausanne, University of Lausanne, Lausanne, Switzerland
| | - F Schöni-Affolter
- Swiss HIV Cohort Study, Data Centre, Institute for Social and Preventive Medicine, University of Lausanne, Lausanne, Switzerland
| | - D Struck
- Department of Population Health, Luxembourg Institute of Health, Luxembourg
| | - J Verheyen
- Institute of Virology, University Hospital Essen, University Duisburg-Essen, Duisburg, Germany
| | - T Klimkait
- Molecular Virology, Department of Biomedicine - Petersplatz, University of Basel, Basel, Switzerland
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Achinko D, Dormer A, Narayanan M, Norman E, Abbas M. Regulatory patterns of differentially expressed genes in Ebola and related viruses are critical for viral screening and diagnosis. F1000Res 2017. [DOI: 10.12688/f1000research.10597.1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Background Viral detection techniques and applications are a critical first step to pathogen detection within a given population, especially during outbreaks. Common viral tests currently used are direct specimen examination, indirect examination and serological tests. Serological tests have gained intense interest because they are rapidly performed with patient blood samples for quick diagnosis and treatment. The diagnostic techniques developed around serology are often expensive, require expertise to use and cannot be afforded by developing countries with recurrent viral outbreaks. Therefore exploiting the huge amount of viral data available in various databases is critical to develop affordable and easy-to-use diagnostic tools. Methods This study obtained viral sample data from Gene Expression Omnibus database with focus on use of viral glycoprotein for host penetration. Gene relative mean across 34 obtained viral samples were extracted into data tables and used with edgeR statistical software in R version 3.3.1. Results Three clusters previously known to be LCK specific (Ebola virus relative viral cluster, EBOVC), CD209 specific (Mean differentiation cluster, MDC) and both LCK and CD209 specific (Kurtosis group cluster, KGC), expressed unique patterns of four proteins of interest (CD209, LCK, IL-2 and MYB). Differential expression analysis showed two cluster patterns on heatmaps, with differentially expressed proteins down-regulated in MDC but up-regulated in KGC and EBOVC for all pairwise cluster comparative analyses performed. Heatmaps showed two distinct immune related patterns, identifying MDC as B-lymphotropic while KGC and EBOVC as T-lymphotropic. Identified pathways were dominantly involved with homeostasis of immune cells and viral cell surface receptors involved in protein kinase activities. Conclusions Regulatory proteomic variants identified in clusters suggest transcription repression of HLA class I alleles. This study identified viral expression patterns with screening and therapeutic applications. Given that the viral pathogenetic pathway for Ebola has not been clearly identified yet, assembling its components is vital for vaccine development.
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Martín V, Perales C, Fernández-Algar M, Dos Santos HG, Garrido P, Pernas M, Parro V, Moreno M, García-Pérez J, Alcamí J, Torán JL, Abia D, Domingo E, Briones C. An Efficient Microarray-Based Genotyping Platform for the Identification of Drug-Resistance Mutations in Majority and Minority Subpopulations of HIV-1 Quasispecies. PLoS One 2016; 11:e0166902. [PMID: 27959928 PMCID: PMC5154500 DOI: 10.1371/journal.pone.0166902] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2016] [Accepted: 11/04/2016] [Indexed: 02/07/2023] Open
Abstract
The response of human immunodeficiency virus type 1 (HIV-1) quasispecies to antiretroviral therapy is influenced by the ensemble of mutants that composes the evolving population. Low-abundance subpopulations within HIV-1 quasispecies may determine the viral response to the administered drug combinations. However, routine sequencing assays available to clinical laboratories do not recognize HIV-1 minority variants representing less than 25% of the population. Although several alternative and more sensitive genotyping techniques have been developed, including next-generation sequencing (NGS) methods, they are usually very time consuming, expensive and require highly trained personnel, thus becoming unrealistic approaches in daily clinical practice. Here we describe the development and testing of a HIV-1 genotyping DNA microarray that detects and quantifies, in majority and minority viral subpopulations, relevant mutations and amino acid insertions in 42 codons of the pol gene associated with drug- and multidrug-resistance to protease (PR) and reverse transcriptase (RT) inhibitors. A customized bioinformatics protocol has been implemented to analyze the microarray hybridization data by including a new normalization procedure and a stepwise filtering algorithm, which resulted in the highly accurate (96.33%) detection of positive/negative signals. This microarray has been tested with 57 subtype B HIV-1 clinical samples extracted from multi-treated patients, showing an overall identification of 95.53% and 89.24% of the queried PR and RT codons, respectively, and enough sensitivity to detect minority subpopulations representing as low as 5–10% of the total quasispecies. The developed genotyping platform represents an efficient diagnostic and prognostic tool useful to personalize antiviral treatments in clinical practice.
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Affiliation(s)
- Verónica Martín
- Centro de Biología Molecular ‘Severo Ochoa’ (CBMSO, CSIC-UAM). Campus de Cantoblanco, Madrid, Spain
| | - Celia Perales
- Centro de Biología Molecular ‘Severo Ochoa’ (CBMSO, CSIC-UAM). Campus de Cantoblanco, Madrid, Spain
- Centro de Investigación Biomédica en Red de enfermedades hepáticas y digestivas (CIBERehd), Spain
- Liver Unit, Internal Medicine, Laboratory of Malalties Hepàtiques, Vall d’Hebron Institut de Recerca-Hospital Universitari Vall d´Hebron (VHIR-HUVH), Universitat Autònoma de Barcelona. Barcelona, Spain
| | - María Fernández-Algar
- Department of Molecular Evolution, Centro de Astrobiología (CAB, CSIC-INTA). Torrejón de Ardoz, Madrid, Spain
| | - Helena G. Dos Santos
- Centro de Biología Molecular ‘Severo Ochoa’ (CBMSO, CSIC-UAM). Campus de Cantoblanco, Madrid, Spain
| | - Patricia Garrido
- Biotherapix, SLU. Parque Tecnológico de Madrid, Tres Cantos, Madrid. Spain
| | - María Pernas
- Biotherapix, SLU. Parque Tecnológico de Madrid, Tres Cantos, Madrid. Spain
| | - Víctor Parro
- Department of Molecular Evolution, Centro de Astrobiología (CAB, CSIC-INTA). Torrejón de Ardoz, Madrid, Spain
| | - Miguel Moreno
- Department of Molecular Evolution, Centro de Astrobiología (CAB, CSIC-INTA). Torrejón de Ardoz, Madrid, Spain
| | - Javier García-Pérez
- AIDS Immunopathogenesis Unit, Instituto de Salud Carlos III. Majadahonda, Madrid, Spain
| | - José Alcamí
- AIDS Immunopathogenesis Unit, Instituto de Salud Carlos III. Majadahonda, Madrid, Spain
| | - José Luis Torán
- Biotherapix, SLU. Parque Tecnológico de Madrid, Tres Cantos, Madrid. Spain
| | - David Abia
- Centro de Biología Molecular ‘Severo Ochoa’ (CBMSO, CSIC-UAM). Campus de Cantoblanco, Madrid, Spain
| | - Esteban Domingo
- Centro de Biología Molecular ‘Severo Ochoa’ (CBMSO, CSIC-UAM). Campus de Cantoblanco, Madrid, Spain
- Centro de Investigación Biomédica en Red de enfermedades hepáticas y digestivas (CIBERehd), Spain
| | - Carlos Briones
- Centro de Investigación Biomédica en Red de enfermedades hepáticas y digestivas (CIBERehd), Spain
- Department of Molecular Evolution, Centro de Astrobiología (CAB, CSIC-INTA). Torrejón de Ardoz, Madrid, Spain
- * E-mail:
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Extended Abstracts. Toxicol Pathol 2016. [DOI: 10.1177/019262339702500633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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El-Far F, Medeiros EAS, Gasparoto CT, Diaz RS. Antiretroviral Drug Resistance Among Patients With Human Immunodeficiency Virus Who Act as Sources or Potential Sources in Occupational Accidents Involving Healthcare Workers. Infect Control Hosp Epidemiol 2016; 26:782-8. [PMID: 16209385 DOI: 10.1086/502617] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
AbstractObjective:To determine human immunodeficiency virus (HIV) type 1 genotypic antiretroviral drug resistance profiles of patients presenting a risk or potential risk for occupational exposure of healthcare workers.Design:Observational survey involving HIV-infected patients. Blood samples collected from source-patients and potential source-patients underwent HIV-1 genotypic antiretroviral resistance testing and determination of CD4 counts and viral load. Affected healthcare workers were monitored for 6 months after exposure.Setting:The survey was conducted in a tertiary-care hospital located in Sao Paulo, Brazil. Sao Paulo is considered the epicenter of the HIV-acquired immunodeficiency (AIDS) virus epidemic in Brazil.Participants:Source-patients, potential source-patients, and affected healthcare workers.Results:A total of 371 occupational exposures to biological materials were reported, 46 (12.3%) of which were from HIV-seropositive source-patients. Samples from 18 source-patients and 26 patients considered “potential sources for accidents” were analyzed. Of these 44 samples, 18 (41%) presented resistance-related mutations in reverse transcriptase, protease, or both. Of these 18 samples, 16 (89%) had resistance to drugs included in the prophylactic schedule recommended by the Brazilian Ministry of Health.Conclusions:Use of the Centers for Disease Control and Prevention-Brazilian post-exposure prophylaxis regimen will result in the administration of antiretroviral agents to which the source HIV-1 isolate will often be resistant. Therefore, it would be advisable to carefully investigate the history of use of antiretroviral agents by source-patients and adjust the prophylactic therapy based on those data and, subsequently, the results of resistance testing.
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Affiliation(s)
- Fabiane El-Far
- Instituto de Infectologia Emilio Ribas, Sao Paulo, Brazil
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Ghosh AK, Osswald HL, Prato G. Recent Progress in the Development of HIV-1 Protease Inhibitors for the Treatment of HIV/AIDS. J Med Chem 2016; 59:5172-208. [PMID: 26799988 PMCID: PMC5598487 DOI: 10.1021/acs.jmedchem.5b01697] [Citation(s) in RCA: 282] [Impact Index Per Article: 35.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
HIV-1 protease inhibitors continue to play an important role in the treatment of HIV/AIDS, transforming this deadly ailment into a more manageable chronic infection. Over the years, intensive research has led to a variety of approved protease inhibitors for the treatment of HIV/AIDS. In this review, we outline current drug design and medicinal chemistry efforts toward the development of next-generation protease inhibitors beyond the currently approved drugs.
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Affiliation(s)
- Arun K. Ghosh
- Department of Chemistry and Department of Medicinal Chemistry, Purdue University, West Lafayette, IN 47907
| | - Heather L. Osswald
- Department of Chemistry and Department of Medicinal Chemistry, Purdue University, West Lafayette, IN 47907
| | - Gary Prato
- Department of Chemistry and Department of Medicinal Chemistry, Purdue University, West Lafayette, IN 47907
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Lima YAR, Cardoso LPV, Reis MNDG, Stefani MMA. Incident and long-term HIV-1 infection among pregnant women in Brazil: Transmitted drug resistance and mother-to-child transmission. J Med Virol 2016; 88:1936-43. [PMID: 27037910 DOI: 10.1002/jmv.24540] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/29/2016] [Indexed: 11/05/2022]
Abstract
Primary infection, seroconversion, and transmitted drug resistance (TDR) during pregnancy may influence the risk of mother-to-child-transmission (MTCT) of HIV-1 infection. This study estimated recent seroconversion, TDR rates, HIV-1 subtypes and pregnancy outcomes among 95 recently diagnosed, antiretroviral (ARV)-naïve pregnant women recruited during antenatal care in central western Brazil. Recent seroconversion was defined by BED-capture enzyme immunoassay (<155 days) and ambiguous nucleotides base calls (<1 year) in pol sequences (protease-PR and reverse transcriptase-RT regions). TDR was evaluated by the Calibrated Population Resistance tool. HIV-1 subtypes were defined by REGA and phylogenetic analyses. The median age of participants was 25 years; the median gestational age at diagnosis was 20.5 weeks. Based on serology and sequence polymorphism, recent infection was identified in 11.6% (11/95) and, 9 of them (82%), probably seroconverted during pregnancy; one MTCT case was observed among them. Three cases of stillbirth were observed among chronic infected patients (3.6%; 3/84). Moderate rate of TDR was observed (9/90, 10%, CI95% 4.7-18.1%). Subtype B was 60% (54/90), 13.3% (12/90) was subtype C, 6.7% (6/90) was subtype F1. Recombinant B(PR) /F1(RT) and F1(PR) /B(RT) viruses comprised 15.5% (14/90); B(PR) /C(RT) mosaics represented 4.4% (4/90). Seroconversion during pregnancy, late presentation to antenatal care and moderate TDR identified in this study represent significant challenges for the MTCT elimination. J. Med. Virol. 88:1936-1943, 2016. © 2016 Wiley Periodicals, Inc.
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Liu J, Yang HI, Lee MH, Jen CL, Hu HH, Lu SN, Wang LY, You SL, Huang YT, Chen CJ. Alcohol Drinking Mediates the Association between Polymorphisms of ADH1B and ALDH2 and Hepatitis B-Related Hepatocellular Carcinoma. Cancer Epidemiol Biomarkers Prev 2016; 25:693-9. [PMID: 26827895 DOI: 10.1158/1055-9965.epi-15-0961] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2015] [Accepted: 01/25/2016] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND The role of polymorphisms on ADH1B and ALDH2 in patients with chronic hepatitis B is unclear. This study aims to examine whether alcohol drinking mediates the association between two ADH1B and ALDH2 polymorphisms and the risk of hepatocellular carcinoma among chronic hepatitis B patients. METHODS A total of 3,824 individuals were enrolled in this study. Two SNPs, rs1229984 (ADH1B) and rs671 (ALDH2), were genotyped using the Affymetrix Axiom Genome-Wide CHB1 Array (Affymetrix, Inc). Multivariate unconditional logistic regression and mediation analyses were used, comparing CT or TT with CC for rs1229984 and GA and AA with GG for rs671. RESULTS There were 602 cases of hepatocellular carcinoma and 3,222 controls. Frequencies of the rs1229984 (ADH1B) T allele and rs671 (ALDH2) A allele were 72.9% and 28.8%, respectively. Individuals who carried at least one deficient allele for both SNPs were significantly less likely to become habitual alcohol drinkers, with an OR and 95% confidence interval (CI) of 0.24 (0.15-0.40). Alleles for rs1229984 (ADH1B) and rs671 (ALDH2) were not associated with hepatocellular carcinoma in multivariate analyses. However, mediation analyses showed that the rs1229984 T allele, rs671 A allele, and two SNPs combined were significantly associated with decreased hepatocellular carcinoma risk, mediated through alcohol drinking, with an OR (95% CI) of 0.87 (0.79-0.96), 0.70 (0.61-0.82), and 0.73 (0.58-0.88), respectively. CONCLUSIONS Polymorphisms on ADH1B and ALDH2 had significant indirect effects on hepatocellular carcinoma risk, mediated through alcohol drinking. IMPACT Future genetic studies of chronic hepatitis B and hepatocellular carcinoma must take mediation effects into consideration. Cancer Epidemiol Biomarkers Prev; 25(4); 693-9. ©2016 AACR.
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Affiliation(s)
- Jessica Liu
- Genomics Research Center, Academia Sinica, Taipei, Taiwan
| | - Hwai-I Yang
- Genomics Research Center, Academia Sinica, Taipei, Taiwan
| | - Mei-Hsuan Lee
- Institute of Clinical Medicine, National Yang Ming University, Taipei, Taiwan
| | - Chin-Lan Jen
- Genomics Research Center, Academia Sinica, Taipei, Taiwan
| | - Hui-Han Hu
- Genomics Research Center, Academia Sinica, Taipei, Taiwan
| | - Sheng-Nan Lu
- Department of Gastroenterology, Chang Gung Memorial Hospital, Kaohsiung, Taiwan
| | - Li-Yu Wang
- MacKay Medical College, New Taipei City, Taiwan
| | - San-Lin You
- Department of Public Health, College of Medicine, Catholic Fu Jen University, New Taipei City, Taiwan
| | - Yen-Tsung Huang
- Departments of Epidemiology and Biostatistics, Brown University, Providence, Rhode Island.
| | - Chien-Jen Chen
- Genomics Research Center, Academia Sinica, Taipei, Taiwan. Graduate Institute of Epidemiology and Preventative Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan.
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Konvalinka J, Kräusslich HG, Müller B. Retroviral proteases and their roles in virion maturation. Virology 2015; 479-480:403-17. [PMID: 25816761 DOI: 10.1016/j.virol.2015.03.021] [Citation(s) in RCA: 92] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2015] [Revised: 02/12/2015] [Accepted: 03/05/2015] [Indexed: 10/23/2022]
Abstract
Proteolytic processing of viral polyproteins is essential for retrovirus infectivity. Retroviral proteases (PR) become activated during or after assembly of the immature, non-infectious virion. They cleave viral polyproteins at specific sites, inducing major structural rearrangements termed maturation. Maturation converts retroviral enzymes into their functional form, transforms the immature shell into a metastable state primed for early replication events, and enhances viral entry competence. Not only cleavage at all PR recognition sites, but also an ordered sequence of cleavages is crucial. Proteolysis is tightly regulated, but the triggering mechanisms and kinetics and pathway of morphological transitions remain enigmatic. Here, we outline PR structures and substrate specificities focusing on HIV PR as a therapeutic target. We discuss design and clinical success of HIV PR inhibitors, as well as resistance development towards these drugs. Finally, we summarize data elucidating the role of proteolysis in maturation and highlight unsolved questions regarding retroviral maturation.
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Affiliation(s)
- Jan Konvalinka
- Institute of Organic Chemistry and Biochemistry, Academy of Sciences of the Czech Republic, Gilead Sciences and IOCB Research Center, Flemingovo n. 2, 166 10 Prague 6, Czech Republic; Department of Biochemistry, Faculty of Science, Charles University in Prague, Hlavova 8, 128 43 Prague 2, Czech Republic
| | - Hans-Georg Kräusslich
- Department of Infectious Diseases, Virology, University Hospital Heidelberg, Im Neuenheimer Feld 324, 69120 Heidelberg, Germany; Molecular Medicine Partnership Unit, Heidelberg, Germany.
| | - Barbara Müller
- Department of Infectious Diseases, Virology, University Hospital Heidelberg, Im Neuenheimer Feld 324, 69120 Heidelberg, Germany; Molecular Medicine Partnership Unit, Heidelberg, Germany
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Moura MES, da Guarda Reis MN, Lima YAR, Eulálio KD, Cardoso LPV, Stefani MMA. HIV-1 transmitted drug resistance and genetic diversity among patients from Piauí State, Northeast Brazil. J Med Virol 2015; 87:798-806. [PMID: 25649362 DOI: 10.1002/jmv.24087] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/01/2014] [Indexed: 11/10/2022]
Abstract
HIV-1 transmitted-drug-resistance and genetic diversity are dynamic and may differ in distinct locations/risk groups. In Brazil, increased AIDS incidence and related mortality have been detected in the Northeast region, differently from the epicenter in the Southeast. This cross-sectional study describes transmitted-dru- resistance and HIV-1 subtypes in protease/PR and reverse transcriptase/RT regions among antiretroviral naïve patients from Piauí State, Northeast Brazil. Among 96 patients recruited 89 (92.7%) had HIV-1 PR/RT regions sequenced: 44 females and 45 males, 22 self-declared as men who have sex with men. Transmitted-drug-resistance was investigated by CPR tool (Stanford HIV-1 Drug Resistance/SDRM). HIV-1 subtypes were assigned by REGA and phylogenetic inference. Overall, transmitted-drug-resistance rate was 11.2% (10/89; CI 95%: 5.8-19.1%); 22.7% among men who have sex with men (5/22; CI 95%: 8.8-43.4%), 10% in heterosexual men (2/20; CI 95%: 1.7-29.3%) and 6.8% in women (3/44; CI 95%: 1.8-17.4%). Singleton mutations to protease-inhibitor/PI, nucleoside-reverse-transcriptase-inhibitor/NRTI or non-nucleoside-reverse-transcriptase-inhibitor/NNRTI predominated (8/10): PI mutations (M46L, V82F, L90M); NRTI mutations (M41L, D67N) and NNRTI mutations (K103N/S). Dual class resistance mutations to NRTI and NNRTI were observed: T215L (NRTI), Y188L (NNRTI) and T215N (NRTI), F227L (NNRTI). Subtype B prevailed (86.6%; 77/89), followed by subtype F1 (1.1%, 1/89) and subtype C (1.1%, 1/89). B/F1 and B/C intersubtype recombinants represented 11.2% (10/89). In Piauí State extensive testing of incidence and transmitted-drug-resistance in all populations with risk behaviors may help control AIDS epidemic locally.
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Xiaobai Z, Xi C, Tian H, Williams AB, Wang H, He J, Zhen J, Chiarella J, Blake LA, Turenchalk G, Kozal MJ. Prevalence of WHO transmitted drug resistance mutations by deep sequencing in antiretroviral-naïve subjects in Hunan Province, China. PLoS One 2014; 9:e98740. [PMID: 24896087 PMCID: PMC4045886 DOI: 10.1371/journal.pone.0098740] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2013] [Accepted: 05/07/2014] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND There are few data on the prevalence of WHO transmitted drug resistance mutations (TDRs) that could affect treatment responses to first line antiretroviral therapy (ART) in Hunan Province, China. OBJECTIVE Determine the prevalence of WHO NRTI/NNRTI/PI TDRs in ART-naïve subjects in Hunan Province by deep sequencing. METHODS ART-naïve subjects diagnosed in Hunan between 2010-2011 were evaluated by deep sequencing for low-frequency HIV variants possessing WHO TDRs to 1% levels. Mutations were scored using the HIVdb.stanford.edu algorithm to infer drug susceptibility. RESULTS Deep sequencing was performed on samples from 90 ART-naïve subjects; 83.3% were AE subtype. All subjects had advanced disease (average CD4 count 134 cells/mm3). Overall 25.6%(23/90) of subjects had HIV with major WHO NRTI/NNRTI TDRs by deep sequencing at a variant frequency level ≥ 1%; 16.7%(15/90) had NRTI TDR and 12.2%(11/90) had a major NNRTI TDR. The majority of NRTI/NNRTI mutations were identified at variant levels <5%. Mutations were analyzed by HIVdb.stanford.edu and 7.8% of subjects had variants with high-level nevirapine resistance; 4.4% had high-level NRTI resistance. Deep sequencing identified 24(27.6%) subjects with variants possessing either a PI TDR or hivdb.stanford.edu PI mutation (algorithm value ≥ 15). 17(19.5%) had PI TDRs at levels >1%. CONCLUSIONS ART-naïve subjects from Hunan Province China infected predominantly with subtype AE frequently possessed HIV variants with WHO NRTI/NNRTI TDRs by deep sequencing that would affect the first line ART used in the region. Specific mutations conferring nevirapine high-level resistance were identified in 7.8% of subjects. The majority of TDRs detected were at variant levels <5% likely due to subjects having advanced chronic disease at the time of testing. PI TDRs were identified frequently, but were found in isolation and at low variant frequency. As PI/r use is infrequent in Hunan, the existence of PI mutations likely represent AE subtype natural polymorphism at low variant level frequency.
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Affiliation(s)
- Zou Xiaobai
- Hunan Provincial Center for Disease Control and Prevention, Changsha, Hunan Province, China
| | - Chen Xi
- Hunan Provincial Center for Disease Control and Prevention, Changsha, Hunan Province, China
- * E-mail:
| | - Hongping Tian
- Yale-China Association, New Haven, Connecticut, United States of America
| | - Ann B. Williams
- UCLA School of Nursing, Los Angeles, California, United States of America
| | | | - Jianmei He
- Hunan Provincial Center for Disease Control and Prevention, Changsha, Hunan Province, China
| | - Jun Zhen
- Hunan Provincial Center for Disease Control and Prevention, Changsha, Hunan Province, China
| | - Jennifer Chiarella
- Yale School of Medicine, New Haven, Connecticut, United States of America
| | | | | | - Michael J. Kozal
- Yale School of Medicine, New Haven, Connecticut, United States of America
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Thompson JR, Fuchs M, McLane H, Celebi-Toprak F, Fischer KF, Potter JL, Perry KL. Profiling viral infections in grapevine using a randomly primed reverse transcription-polymerase chain reaction/macroarray multiplex platform. PHYTOPATHOLOGY 2014; 104:211-9. [PMID: 24111573 DOI: 10.1094/phyto-06-13-0166-r] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Crop-specific diagnostics to simultaneously detect a large number of pathogens provides an invaluable platform for the screening of vegetative material prior to its propagation. Here we report the use of what is to-date the largest published example of a crop-specific macroarray for the detection of 38 of the most prevalent or emergent viruses to infect grapevine. The reusable array consists of 1,578 virus-specific 60 to 70mer oligonucleotide probes and 19 plant and internal control probes spotted onto an 18 × 7 cm nylon membrane. In a survey of 99 grapevines from the United States and Europe, virus infections were detected in 46 selections of Vitis vinifera, V. labrusca, and interspecific hybrids. The majority of infected vines (30) was singly infected, while 16 were mixed-infected with viruses from two or more families. Representatives of the four main virus families Betaflexiviridae, Closteroviridae, Secoviridae, and Tymoviridae present in grapevines were found alone and in combination, with a notable bias in representation by members of the family Tymoviridae. This work demonstrates the utility of the macroarray platform for the multiplex detection of viruses in a single crop, its potential for characterizing grapevine virus associations, and usefulness for rapid diagnostics of introduced material in quarantine centers or in certification programs.
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Abstract
Over the last few years, several initiatives have described efforts to combine previously invented techniques in molecular biology with parallel detection principles to sequence or genotype DNA signatures. The Infinium system from Illumina and the Affymetrix GeneChips are two systems suitable for whole-genome scoring of variable positions. However, directed candidate-gene approaches are more cost effective and several academic groups and the private sector provide techniques with moderate typing throughput combined with large sample capacity suiting these needs. Recently, whole-genome sequencing platforms based on the sequencing-by-synthesis principle were presented by 454 Life Sciences and Solexa, showing great potential as alternatives to conventional genotyping approaches. In addition to these sequencing initiatives, many efforts are pursuing novel ideas to facilitate fast and cost-effective whole genome sequencing, such as ligation-based sequencing. Reliable methods for routine re-sequencing of human genomes as a tool for personalized medicine, however, remain to be developed.
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Affiliation(s)
- Max Käller
- AlbaNova University Center, School of Biotechnology, Department of Gene Technology, Royal Institute of Technology, Roslagstullsbacken 21, SE-106 91 Stockholm, Sweden.
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Ruiz-Mirazo K, Briones C, de la Escosura A. Prebiotic Systems Chemistry: New Perspectives for the Origins of Life. Chem Rev 2013; 114:285-366. [DOI: 10.1021/cr2004844] [Citation(s) in RCA: 563] [Impact Index Per Article: 51.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
- Kepa Ruiz-Mirazo
- Biophysics
Unit (CSIC-UPV/EHU), Leioa, and Department of Logic and Philosophy
of Science, University of the Basque Country, Avenida de Tolosa 70, 20080 Donostia−San Sebastián, Spain
| | - Carlos Briones
- Department
of Molecular Evolution, Centro de Astrobiología (CSIC−INTA, associated to the NASA Astrobiology Institute), Carretera de Ajalvir, Km 4, 28850 Torrejón de Ardoz, Madrid, Spain
| | - Andrés de la Escosura
- Organic
Chemistry Department, Universidad Autónoma de Madrid, Cantoblanco, 28049 Madrid, Spain
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27
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Theys K, Abecasis AB, Vandamme AM. HIV-1 drug resistance: where do polymorphisms fit in? Future Microbiol 2013; 8:303-6. [PMID: 23464368 DOI: 10.2217/fmb.13.10] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
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28
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Association between risk behaviors and antiretroviral resistance in HIV-infected patients receiving opioid agonist treatment. J Addict Med 2013; 7:102-7. [PMID: 23388678 DOI: 10.1097/adm.0b013e31827f9bdf] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Antiretroviral (ARV) resistance is of concern. Opioid agonist treatment (ie, methadone or buprenorphine) is effective and decreases HIV transmission risk behaviors and HIV seroconversion. Despite prevention efforts, injection drug use (IDU) and risky sexual behaviors remain prevalent in patients receiving opioid agonist treatment. The purpose of this study is to determine in HIV-infected patients receiving opioid agonist treatment, the prevalence of HIV transmission risk behaviors, the prevalence of ARV resistance, and the prevalence of ARV resistance among those with risk behaviors. METHODS The design was a cross-sectional study of patients recruited from opioid treatment programs and outpatient practices. We measured demographic, drug treatment, and HIV clinical information (including ARV adherence), self-reported HIV risk behaviors and drug use, urine toxicologies, and genotype testing for ARV resistance (with both standard assays and ultradeep sequencing). Data analysis included descriptive statistics. RESULTS Fifty-nine subjects were enrolled, 64% were male, 24% were white, and mean age was 46 years. Fifty-three percent were receiving methadone, 47% were receiving buprenorphine, and 80% were receiving opioid agonist treatment for 12 weeks or more. Fourteen percent reported unprotected sex, 7% reported sharing needles or works, and 60% had positive urine toxicology for illicit drug use. Fifteen percent had evidence of HIV resistance by standard genotyping; 7% with single class resistance, 3% with double class resistance, and 5% with triple class resistance. Ultradeep sequencing found additional class resistance in 5 subjects. Twenty-two percent of subjects with evidence of transmission risk behaviors versus 14% of subjects without risk behaviors had evidence of ARV resistance. CONCLUSIONS Improved prevention and treatment efforts may be needed for HIV-infected, opioid dependent individuals receiving opioid agonist treatment to decrease transmission of ARV resistant virus, especially in resource limited settings.
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Abstract
The most significant advance in the medical management of HIV-1 infection has been the treatment of patients with antiviral drugs, which can suppress HIV-1 replication to undetectable levels. The discovery of HIV-1 as the causative agent of AIDS together with an ever-increasing understanding of the virus replication cycle have been instrumental in this effort by providing researchers with the knowledge and tools required to prosecute drug discovery efforts focused on targeted inhibition with specific pharmacological agents. To date, an arsenal of 24 Food and Drug Administration (FDA)-approved drugs are available for treatment of HIV-1 infections. These drugs are distributed into six distinct classes based on their molecular mechanism and resistance profiles: (1) nucleoside-analog reverse transcriptase inhibitors (NNRTIs), (2) non-nucleoside reverse transcriptase inhibitors (NNRTIs), (3) integrase inhibitors, (4) protease inhibitors (PIs), (5) fusion inhibitors, and (6) coreceptor antagonists. In this article, we will review the basic principles of antiretroviral drug therapy, the mode of drug action, and the factors leading to treatment failure (i.e., drug resistance).
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Affiliation(s)
- Eric J Arts
- Ugandan CFAR Laboratories, Division of Infectious Diseases, Department of Medicine, Case Western Reserve University, Cleveland, Ohio 44106, USA.
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30
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Gaspareto KV, Mello FMMDA, Dias JRC, Meneguetti VAF, Storti MEG, Ferreira JLDP, Lança AM, Rodrigues R, Brígido LFDM, Teixeira JJV, Bertolini DA. Genetic diversity and primary resistance among HIV-1-positive patients from Maringá, Paraná, Brazil. Rev Inst Med Trop Sao Paulo 2012; 54:207-13. [PMID: 22850992 DOI: 10.1590/s0036-46652012000400005] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2011] [Accepted: 05/03/2012] [Indexed: 11/21/2022] Open
Abstract
The objective of this study is to identify subtypes of Human Immunodeficiency Virus type 1 (HIV-1) and to analyze the presence of mutations associated to antiretroviral resistance in the protease (PR) and reverse transcriptase (RT) regions from 48 HIV-1 positive treatment naïve patients from an outpatient clinic in Maringá, Paraná, Brazil. Sequencing was conducted using PR, partial RT and group-specific antigen gene (gag) nested PCR products from retrotranscribed RNA. Transmitted resistance was determined according to the Surveillance Drug Resistance Mutation List (SDRM) algorithm. Phylogenetic and SimPlot analysis of concatenated genetic segments classified sequences as subtype B 19/48 (39.6%), subtype C 12/48 (25%), subtype F 4/48 (8.3%), with 13/48 (27.1%) recombinant forms. Most recombinant forms were B mosaics (B/F 12.5%, B/C 10.4%), with one C/F (2.1%) and one complex B/C/F mosaic (2.1%). Low levels of transmitted resistance were found in this study, 2/48 (2.1% to NRTIs and 2.1% for PI). This preliminary data may subsidize the monitoring of the HIV evolution in the region.
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Affiliation(s)
- Karine Vieira Gaspareto
- Laboratório de Retrovírus, Centro de Virologia, Instituto Adolfo Lutz, São Paulo, SP, Brazil
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Chatziandreou N, Arauz AB, Freitas I, Nyein PH, Fenton G, Mehta SH, Kirk GD, Sagar M. Sensitivity changes over the course of infection increases the likelihood of resistance against fusion but not CCR5 receptor blockers. AIDS Res Hum Retroviruses 2012; 28:1584-93. [PMID: 22650962 DOI: 10.1089/aid.2011.0319] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
As HIV-1 evolves over the course of infection, resistance against antiretrovirals may arise in the absence of drug pressure, especially against receptor and fusion blockers because of the extensive changes observed in the envelope glycoprotein. Here we show that viruses from the chronic phase of disease are significantly less sensitive to CCR5 receptor and fusion blockers compared to early infection variants. Differences in susceptibility to CCR5 antagonists were observed in spite of no demonstrable CXCR4 receptor utilization. No significant sensitivity differences were observed to another entry blocker, soluble CD4, or to reverse transcriptase, protease, or integrase inhibitors. Chronic as compared to early phase variants demonstrated greater replication when passaged in the presence of subinhibitory concentrations of fusion but not CCR5 receptor inhibitors. Fusion antagonist resistance, however, emerged from only one chronic phase virus culture. Because sensitivity to receptor and fusion antagonists is correlated with receptor affinity and fusion capacity, respectively, changes that occur in the envelope glycoprotein over the course of infection confer greater ability to use the CCR5 receptor and increased fusion ability. Our in vitro passage studies suggest that these evolving phenotypes increase the likelihood of resistance against fusion but not CCR5 receptor blockers.
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Affiliation(s)
| | | | - Ines Freitas
- Brigham and Women's Hospital, Boston, Massachusetts
| | | | | | - Shruti H. Mehta
- Johns Hopkins University School of Medicine, Baltimore, Maryland
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Gregory D. Kirk
- Johns Hopkins University School of Medicine, Baltimore, Maryland
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Manish Sagar
- Brigham and Women's Hospital, Boston, Massachusetts
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Cobo F. Application of molecular diagnostic techniques for viral testing. Open Virol J 2012; 6:104-14. [PMID: 23248732 PMCID: PMC3522074 DOI: 10.2174/1874357901206010104] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2012] [Revised: 08/17/2012] [Accepted: 08/23/2012] [Indexed: 02/08/2023] Open
Abstract
Nucleic acid amplification techniques are commonly used currently to diagnose viral diseases and manage patients with this kind of illnesses. These techniques have had a rapid but unconventional route of development during the last 30 years, with the discovery and introduction of several assays in clinical diagnosis. The increase in the number of commercially available methods has facilitated the use of this technology in the majority of laboratories worldwide. This technology has reduced the use of some other techniques such as viral culture based methods and serological assays in the clinical virology laboratory. Moreover, nucleic acid amplification techniques are now the methods of reference and also the most useful assays for the diagnosis in several diseases. The introduction of these techniques and their automation provides new opportunities for the clinical laboratory to affect patient care. The main objectives in performing nucleic acid tests in this field are to provide timely results useful for high-quality patient care at a reasonable cost, because rapid results are associated with improvements in patients care. The use of amplification techniques such as polymerase chain reaction, real-time polymerase chain reaction or nucleic acid sequence-based amplification for virus detection, genotyping and quantification have some advantages like high sensitivity and reproducibility, as well as a broad dynamic range. This review is an up-to-date of the main nucleic acid techniques and their clinical applications, and special challenges and opportunities that these techniques currently provide for the clinical virology laboratory.
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Affiliation(s)
- Fernando Cobo
- Microbiology Unit (Biotechnology Area), Hospital de Poniente. Ctra de Almerimar S/N, El Ejido 04700, Almería, Spain
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33
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Theys K, Deforche K, Vercauteren J, Libin P, van de Vijver DAMC, Albert J, Åsjö B, Balotta C, Bruckova M, Camacho RJ, Clotet B, Coughlan S, Grossman Z, Hamouda O, Horban A, Korn K, Kostrikis LG, Kücherer C, Nielsen C, Paraskevis D, Poljak M, Puchhammer-Stockl E, Riva C, Ruiz L, Liitsola K, Schmit JC, Schuurman R, Sönnerborg A, Stanekova D, Stanojevic M, Struck D, Van Laethem K, Wensing AMJ, Boucher CAB, Vandamme AM. Treatment-associated polymorphisms in protease are significantly associated with higher viral load and lower CD4 count in newly diagnosed drug-naive HIV-1 infected patients. Retrovirology 2012; 9:81. [PMID: 23031662 PMCID: PMC3487874 DOI: 10.1186/1742-4690-9-81] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2012] [Accepted: 08/23/2012] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The effect of drug resistance transmission on disease progression in the newly infected patient is not well understood. Major drug resistance mutations severely impair viral fitness in a drug free environment, and therefore are expected to revert quickly. Compensatory mutations, often already polymorphic in wild-type viruses, do not tend to revert after transmission. While compensatory mutations increase fitness during treatment, their presence may also modulate viral fitness and virulence in absence of therapy and major resistance mutations. We previously designed a modeling technique that quantifies genotypic footprints of in vivo treatment selective pressure, including both drug resistance mutations and polymorphic compensatory mutations, through the quantitative description of a fitness landscape from virus genetic sequences. RESULTS Genotypic correlates of viral load and CD4 cell count were evaluated in subtype B sequences from recently diagnosed treatment-naive patients enrolled in the SPREAD programme. The association of surveillance drug resistance mutations, reported compensatory mutations and fitness estimated from drug selective pressure fitness landscapes with baseline viral load and CD4 cell count was evaluated using regression techniques. Protease genotypic variability estimated to increase fitness during treatment was associated with higher viral load and lower CD4 cell counts also in treatment-naive patients, which could primarily be attributed to well-known compensatory mutations at highly polymorphic positions. By contrast, treatment-related mutations in reverse transcriptase could not explain viral load or CD4 cell count variability. CONCLUSIONS These results suggest that polymorphic compensatory mutations in protease, reported to be selected during treatment, may improve the replicative capacity of HIV-1 even in absence of drug selective pressure or major resistance mutations. The presence of this polymorphic variation may either reflect a history of drug selective pressure, i.e. transmission from a treated patient, or merely be a result of diversity in wild-type virus. Our findings suggest that transmitted drug resistance has the potential to contribute to faster disease progression in the newly infected host and to shape the HIV-1 epidemic at a population level.
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Affiliation(s)
- Kristof Theys
- Rega Institute for Medical Research, Katholieke Universiteit Leuven, Leuven, Belgium
| | | | - Jurgen Vercauteren
- Rega Institute for Medical Research, Katholieke Universiteit Leuven, Leuven, Belgium
| | | | | | - Jan Albert
- Clinical Microbiology, Karolinska University Hospital and Department of Microbiology, Tumor and Cell Biology, Karolinska Institute, Stockholm, Sweden
| | - Birgitta Åsjö
- Section for Microbiology and Immunology, Gade institute, University of Bergen, Bergen, Norway
| | | | - Marie Bruckova
- National Institute of Public Health, Prague, Czech Republic
| | - Ricardo J Camacho
- Centro de Malária e outras Doenças Tropicais, Instituto de Higiene e Medicina Tropical, Universidade Nova de Lisboa, Lisbon, Portugal
- Centro Hospitalar de Lisboa Ocidental, Lisbon, Portugal
| | - Bonaventura Clotet
- irsiCaixa AIDS Research Institute & Lluita contra la SIDA Foundation, Hospital Universitari “Germans Trias i Pujol”, Badalona, Spain
| | | | - Zehava Grossman
- Sheba Medical Center, Tel-Hashomer, and School of Public Health, Tel-Aviv University, Tel-Aviv, Israel
| | | | - Andrzei Horban
- Warsaw Medical University and Hospital for Infectious Diseases, Warsaw, Poland
| | - Klaus Korn
- Institut für Klinische und Molekulare Virologie, University of Erlangen, Erlangen, Germany
| | | | | | | | - Dimitrios Paraskevis
- National Retrovirus Reference Center, Department of Hygiene Epidemiology of Medical Statistics, University of Athens, Medical School, Athens, Greece
| | | | | | | | - Lidia Ruiz
- irsiCaixa AIDS Research Institute & Lluita contra la SIDA Foundation, Hospital Universitari “Germans Trias i Pujol”, Badalona, Spain
| | - Kirsi Liitsola
- National Institute of Health and Welfare, Helsinki, Finland
| | - Jean-Claude Schmit
- Centre Hospitalier de Luxembourg and Centre de Recherche Public de la Santé, Luxembourg, Luxembourg
| | - Rob Schuurman
- Department of Medical Microbiology, University Medical Center Utrecht, Utrecht, the Netherland
| | - Anders Sönnerborg
- Divisions of Infectious Diseases and Clinical Virology, Karolinska Institutet, Stockholm, Sweden
| | | | - Maja Stanojevic
- School of Medicine, University of Belgrade, Belgrade, Serbia
| | - Daniel Struck
- Centre Hospitalier de Luxembourg and Centre de Recherche Public de la Santé, Luxembourg, Luxembourg
| | - Kristel Van Laethem
- Rega Institute for Medical Research, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Annemarie MJ Wensing
- Department of Medical Microbiology, University Medical Center Utrecht, Utrecht, the Netherland
| | - Charles AB Boucher
- Department of Virology, Erasmus Medical Center, Rotterdam, the Netherlands
- Department of Medical Microbiology, University Medical Center Utrecht, Utrecht, the Netherland
| | - Anne-Mieke Vandamme
- Rega Institute for Medical Research, Katholieke Universiteit Leuven, Leuven, Belgium
- Centro de Malária e outras Doenças Tropicais, Instituto de Higiene e Medicina Tropical, Universidade Nova de Lisboa, Lisbon, Portugal
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Leski TA, Lin B, Malanoski AP, Stenger DA. Application of resequencing microarrays in microbial detection and characterization. Future Microbiol 2012; 7:625-37. [PMID: 22568717 DOI: 10.2217/fmb.12.30] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Microarrays are powerful, highly parallel assays that are transforming microbiological diagnostics and research. The adaptation of microarray-based resequencing technology for microbial detection and characterization resulted in the development of a number assays that have unique advantages over other existing technologies. This technological platform seems to be especially useful for sensitive and high-resolution multiplexed diagnostics for clinical syndromes with similar symptoms, screening environmental samples for biothreat agents, as well as genotyping and whole-genome analysis of single pathogens.
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Affiliation(s)
- Tomasz A Leski
- Center for Bio/Molecular Science & Engineering, Naval Research Laboratory, SW, Washington, DC 20375, USA.
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Thompson JR, Fuchs M, Fischer KF, Perry KL. Macroarray detection of grapevine leafroll-associated viruses. J Virol Methods 2012; 183:161-9. [DOI: 10.1016/j.jviromet.2012.04.008] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2012] [Revised: 04/17/2012] [Accepted: 04/23/2012] [Indexed: 01/18/2023]
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Ferreira AS, Cardoso LPV, Stefani MMDA. Moderate prevalence of transmitted drug resistance and high HIV-1 genetic diversity in patients from Mato Grosso State, Central Western Brazil. J Med Virol 2011; 83:1301-7. [DOI: 10.1002/jmv.22128] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Abstract
Genotypic assays to detect HIV drug resistance are recommended for use in the routine clinical care of HIV-infected persons. Genotypic resistance assays have demonstrated good clinical utility, instructing antiretroviral drug selection and improving therapy outcomes. However, a major limitation of clinically available genotypic assays is the inability to detect low-level drug-resistant variants that exist at low levels within the circulating viral population. Recent data from multiple groups have demonstrated that low-level resistant viral variants are clinically important as they can rapidly grow under drug selection pressure and lead to therapy failure. This article will discuss how ultra-deep sequencing and other new sensitive genotyping technologies can be used to detect low-level drug-resistant HIV variants. It will also address the biological and clinical questions facing the field of HIV genotyping: first, the need to better define the level of sensitivity required to detect drug-resistant variants; second, the effects different resistant variants have on treatment response, and; third, the requirement for genotypic assays to provide information on resistance mutation linkage. Finally, the limitations of the new sensitive genotyping methods will be discussed and how these limitations can lead to discordant results between the different technologies.
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Affiliation(s)
- Arjet Gega
- Yale University School of Medicine & VA CT Healthcare System 135 College Street, Suite 323 New Haven, CT 06510, USA
| | - Michael J Kozal
- Yale University School of Medicine & VA CT Healthcare System 135 College Street, Suite 323 New Haven, CT 06510, USA
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Abstract
Minor drug-resistant variants exist in every patient infected with human immunodeficiency virus (HIV). Because these minority variants are usually present at very low levels, they cannot be detected and quantified using conventional genotypic and phenotypic tests. Recently, several assays have been developed to characterize these low-abundance drug-resistant variants in the large, genetically complex population that is present in every HIV-infected individual. The most important issue is what results generated by these assays can predict clinical or treatment outcomes and might guide the management of patients in clinical practice. Cutoff values for the detection of these low-abundance viral variants that predict an increased risk of treatment failure should be determined. These thresholds may be specific for each mutation and treatment regimen. In this review, we summarize the attributes and limitations of the currently available detection assays and review the existing information about both acquired and transmitted drug-resistant minority variants.
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Affiliation(s)
- Sara Gianella
- Departments of Pathology and Medicine, University of California-San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0679, USA
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Teixeira D, Munerato P, Komninakis SCV, Fusuma EE, Janini LM, Sucupira MCA, Diaz RS. The detection of in vivo and in vitro HIV type 1 B/F profiles in Brazil using a real-time PCR assay for five HIV type 1 genomic regions. AIDS Res Hum Retroviruses 2010; 26:981-90. [PMID: 20707640 DOI: 10.1089/aid.2010.0023] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
We sought to determine the frequency and profile of HIV-1 BF recombinants in vitro and in vivo. Laboratory HIV-1 strains from subtypes B and F were cocultured and evaluated. Clinical samples from the city of Santos, Brazil, where the first HIV-1 B/F circulating recombinant forms (CRF) were described, were also assessed. Five real-time PCR assays were developed to equally amplify subtypes B and F, and subtype-specific probes were developed and optimized. To validate the PCR systems, clinical samples from Santos were sequenced and phylogenetically analyzed. The real-time PCR assays were performed on these samples and on the supernatant of an in vitro competition assay to assess emergent recombinant strains. Out of 157 clinical samples, 62.1% were defined as subtype B, 3.0% were subtype F, 16.7% presented the CRF28_BF profile, and 13.6% of the samples presented the CRF29_BF profile. The specificity and sensitivity in the discrimination assay for this sample panel were 93% and 92%, respectively. The HIV that emerged from the coinfected cell culture closely resembled the CRF28_BF profile. The first-described CRFs are still fixed in this geographic region of Brazil, and the in vitro emerging strains detected by real-time PCR suggest that in addition to the shaping of recombinant strains by immune selection, viral structures may also play an important role in emerging CRFs.
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Affiliation(s)
- Daniela Teixeira
- Retrovirology Laboratory, Paulista School of Medicine, Federal University of São Paulo, São Paulo, Brazil
| | - Patricia Munerato
- Retrovirology Laboratory, Paulista School of Medicine, Federal University of São Paulo, São Paulo, Brazil
| | | | - Erika Etsuko Fusuma
- Retrovirology Laboratory, Paulista School of Medicine, Federal University of São Paulo, São Paulo, Brazil
| | - Luiz Mario Janini
- Retrovirology Laboratory, Paulista School of Medicine, Federal University of São Paulo, São Paulo, Brazil
| | | | - Ricardo Sobhie Diaz
- Retrovirology Laboratory, Paulista School of Medicine, Federal University of São Paulo, São Paulo, Brazil
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Dykes C, Mukherjee AL, Bosch RJ, Connick E, Volberding PA, Demeter LM. Prevalence of Primary Resistance at Baseline in Acutely and Recently Infected Subjects Enrolled in AIDS Clinical Trials Group Protocol 371. J Acquir Immune Defic Syndr 2010; 55:132-4. [DOI: 10.1097/qai.0b013e3181d5a800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Lataillade M, Chiarella J, Yang R, Schnittman S, Wirtz V, Uy J, Seekins D, Krystal M, Mancini M, McGrath D, Simen B, Egholm M, Kozal M. Prevalence and clinical significance of HIV drug resistance mutations by ultra-deep sequencing in antiretroviral-naïve subjects in the CASTLE study. PLoS One 2010; 5:e10952. [PMID: 20532178 PMCID: PMC2880604 DOI: 10.1371/journal.pone.0010952] [Citation(s) in RCA: 100] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2010] [Accepted: 05/07/2010] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND CASTLE compared the efficacy of atazanavir/ritonavir with lopinavir/ritonavir, each in combination with tenofovir-emtricitabine in ARV-naïve subjects from 5 continents. OBJECTIVES Determine the baseline rate and clinical significance of TDR mutations using ultra-deep sequencing (UDS) in ARV-naïve subjects in CASTLE. METHODS A case control study was performed on baseline samples for all 53 subjects with virologic failures (VF) at Week 48 and 95 subjects with virologic successes (VS) randomly selected and matched by CD4 count and viral load. UDS was performed using 454 Life Sciences/Roche technology. RESULTS Of 148 samples, 141 had successful UDS (86 subtype B, 55 non-B subtypes). Overall, 30.5% of subjects had a TDR mutation at baseline; 15.6% only had TDR(s) at <20% of the viral population. There was no difference in the rate of TDRs by B (30.2%) or non-B subtypes (30.9%). VF (51) and VS (90) had similar rates of any TDRs (25.5% vs. 33.3%), NNRTI TDRs (11.1% vs.11.8%) and NRTI TDRs (24.4% vs. 25.5%). Of 9 (6.4%) subjects with M184V/I (7 at <20% levels), 6 experienced VF. 16 (11.3%) subjects had multiple TAMs, and 7 experienced VF. 3 (2.1%) subjects had both multiple TAMs+M184V, and all experienced VF. Of 14 (9.9%) subjects with PI TDRs (11 at <20% levels): only 1 experienced virologic failure. The majority of PI TDRs were found in isolation (e.g. 46I) at <20% levels, and had low resistance algorithm scores. CONCLUSION Among a representative sample of ARV-naïve subjects in CASTLE, TDR mutations were common (30.5%); B and non-B subtypes had similar rates of TDRs. Subjects with multiple PI TDRs were infrequent. Overall, TDRs did not affect virologic response for subjects on a boosted PI by week 48; however, a small subset of subjects with extensive NRTI backbone TDR patterns experienced virologic failure.
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Affiliation(s)
- Max Lataillade
- Global Development and Medical Affairs, Bristol-Myers Squibb, Wallingford, Connecticut, United States of America
- Yale University School of Medicine and Veterans Affairs Connecticut Healthcare System, New Haven, Connecticut, United States of America
| | - Jennifer Chiarella
- Yale University School of Medicine and Veterans Affairs Connecticut Healthcare System, New Haven, Connecticut, United States of America
| | - Rong Yang
- Global Development and Medical Affairs, Bristol-Myers Squibb, Wallingford, Connecticut, United States of America
| | - Steven Schnittman
- Global Development and Medical Affairs, Bristol-Myers Squibb, Wallingford, Connecticut, United States of America
| | - Victoria Wirtz
- Global Development and Medical Affairs, Bristol-Myers Squibb, Wallingford, Connecticut, United States of America
| | - Jonathan Uy
- Global Development and Medical Affairs, Bristol-Myers Squibb, Wallingford, Connecticut, United States of America
| | - Daniel Seekins
- Global Development and Medical Affairs, Bristol-Myers Squibb, Wallingford, Connecticut, United States of America
| | - Mark Krystal
- Global Development and Medical Affairs, Bristol-Myers Squibb, Wallingford, Connecticut, United States of America
| | - Marco Mancini
- Global Development and Medical Affairs, Bristol-Myers Squibb, Wallingford, Connecticut, United States of America
| | - Donnie McGrath
- Global Development and Medical Affairs, Bristol-Myers Squibb, Wallingford, Connecticut, United States of America
| | - Birgitte Simen
- 454 Life Sciences, a Roche company, Branford, Connecticut, United States of America
| | - Michael Egholm
- 454 Life Sciences, a Roche company, Branford, Connecticut, United States of America
| | - Michael Kozal
- Yale University School of Medicine and Veterans Affairs Connecticut Healthcare System, New Haven, Connecticut, United States of America
- * E-mail:
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Simple PCR-based DNA microarray system to identify human pathogenic fungi in skin. J Clin Microbiol 2010; 48:2357-64. [PMID: 20421438 DOI: 10.1128/jcm.02185-09] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Fungal diseases in immunocompromised hosts pose significant threats to their prognoses. An accurate diagnosis and identification of the fungal pathogens causing the infection are critical to determine the proper therapeutic interventions, but these are often not achieved, due to difficulties with isolation and morphological identification. In an effort to ultimately carry out the simultaneous detection of all human pathogenic microbes, we developed a simple system to identify 26 clinically important fungi by using a combination of PCR amplification and DNA microarray assay (designated PCR-DM), in which PCR-amplified DNA from the internal transcribed spacer region of the rRNA gene was hybridized to a DNA microarray fabricated with species-specific probes sets using the Bubble Jet technology. PCR-DM reliably identified all 26 reference strains; hence, we applied it to cases of onychomycosis, taking advantage of the accessibility of tissue from skin. PCR-DM detected fungal DNA and identified pathogens in 92% of 106 microscopy-confirmed onychomycosis specimens. In contrast, culture was successful for only 36 specimens (34%), 3 of which had results inconsistent with the results of PCR-DM, but sequence analysis of the isolates proved that the PCR-DM result was correct. Thus, PCR-DM provides a powerful method to identify pathogenic fungi with high sensitivity and speed directly from tissue specimens, and this concept could be applied to other fungal or nonfungal infectious human diseases in less accessible anatomical sites.
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Cardoso LPV, Pereira GAS, Viegas ÂA, Schmaltz LEPR, Stefani MMDA. HIV-1 primary and secondary antiretroviral drug resistance and genetic diversity among pregnant women from central Brazil. J Med Virol 2010; 82:351-7. [DOI: 10.1002/jmv.21722] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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45
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Leski TA, Malanoski AP, Stenger DA, Lin B. Target amplification for broad spectrum microbial diagnostics and detection. Future Microbiol 2010; 5:191-203. [DOI: 10.2217/fmb.09.126] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Microarrays are massively parallel detection platforms that were first used extensively for gene expression studies, but have also been successfully applied to microbial detection in a number of diverse fields requiring broad-range microbial identification. This technology has enabled researchers to gain an insight into the microbial diversity of environmental samples, facilitated discovery of a number of new pathogens and enabled studies of multipathogen infections. In contrast to gene expression studies, the concentrations of targets in analyzed samples for microbial detection are usually much lower, and require the use of nucleic acid amplification techniques. The rapid advancement of manufacturing technologies has increased the content of the microarrays; thus, the required amplification is a challenging problem. The constant parallel improvements in both microarray and sample amplification techniques in the near future may lead to a radical progression in medical diagnostics and systems for efficient detection of microorganisms in the environment.
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Affiliation(s)
- Tomasz A Leski
- Center for Bio/Molecular Science & Engineering, Code 6900, Naval Research Laboratory, Washington, DC, USA and Nova Research Inc., 1900 Elkin Street, Suite 230, Alexandria, VA, USA
| | - Anthony P Malanoski
- Center for Bio/Molecular Science & Engineering, Code 6900, Naval Research Laboratory, Washington, DC, USA
| | - David A Stenger
- Center for Bio/Molecular Science & Engineering, Code 6900, Naval Research Laboratory, Washington, DC, USA
| | - Baochuan Lin
- Center for Bio/Molecular Science & Engineering, Code 6900, Naval Research Laboratory, Washington, DC, USA
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Basic concepts of microarrays and potential applications in clinical microbiology. Clin Microbiol Rev 2010; 22:611-33. [PMID: 19822891 DOI: 10.1128/cmr.00019-09] [Citation(s) in RCA: 201] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
The introduction of in vitro nucleic acid amplification techniques, led by real-time PCR, into the clinical microbiology laboratory has transformed the laboratory detection of viruses and select bacterial pathogens. However, the progression of the molecular diagnostic revolution currently relies on the ability to efficiently and accurately offer multiplex detection and characterization for a variety of infectious disease pathogens. Microarray analysis has the capability to offer robust multiplex detection but has just started to enter the diagnostic microbiology laboratory. Multiple microarray platforms exist, including printed double-stranded DNA and oligonucleotide arrays, in situ-synthesized arrays, high-density bead arrays, electronic microarrays, and suspension bead arrays. One aim of this paper is to review microarray technology, highlighting technical differences between them and each platform's advantages and disadvantages. Although the use of microarrays to generate gene expression data has become routine, applications pertinent to clinical microbiology continue to rapidly expand. This review highlights uses of microarray technology that impact diagnostic microbiology, including the detection and identification of pathogens, determination of antimicrobial resistance, epidemiological strain typing, and analysis of microbial infections using host genomic expression and polymorphism profiles.
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HIV-1 pol phylogenetic diversity and antiretroviral resistance mutations in treatment naïve patients from Central West Brazil. J Clin Virol 2009; 46:134-9. [DOI: 10.1016/j.jcv.2009.07.009] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2009] [Revised: 07/03/2009] [Accepted: 07/15/2009] [Indexed: 11/23/2022]
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Natural polymorphisms of human immunodeficiency virus type 1 integrase and inherent susceptibilities to a panel of integrase inhibitors. Antimicrob Agents Chemother 2009; 53:4275-82. [PMID: 19651917 DOI: 10.1128/aac.00397-09] [Citation(s) in RCA: 72] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
We evaluated the human immunodeficiency virus type 1 (HIV-1) integrase coding region of the pol gene for the presence of natural polymorphisms in patients during early infection (AHI) and with triple-class drug-resistant HIV-1 (MDR). We analyzed selected recombinant viruses containing patient-derived HIV-1 integrase for susceptibility to a panel of strand transfer integrase inhibitors (InSTI). A pretreatment sequence analysis of the integrase coding region was performed for 112 patients identified during acute or early infection and 15 patients with triple-class resistance. A phenotypic analysis was done on 10 recombinant viruses derived from nine patients against a panel of six diverse InSTI. Few of the polymorphisms associated with in vitro InSTI resistance were identified in the samples from newly infected individuals or those patients with MDR HIV-1. We identified polymorphisms V72I, L74I, T97A, V151I, M154I/L, E157Q, V165I, V201I, I203M, T206S, and S230N. V72I was the most common, seen in 63 (56.3%) of the AHI samples. E157Q was the only naturally occurring mutation thought to contribute to resistance to elvitegravir, raltegravir, and L-870,810. None of the patient-derived viruses demonstrated any significant decrease in susceptibility to the drugs tested. In summary, the integrase coding region contains as much natural variation as that seen in protease, but mutations associated with high-level resistance to existing InSTI are rarely, if ever, present in integrase naïve patients, especially those being used clinically. Most of the highly prevalent polymorphisms have little effect on InSTI susceptibility in the absence of specific primary mutations. Baseline testing for integrase susceptibility in InSTI-naïve patients is not currently warranted.
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Le T, Chiarella J, Simen BB, Hanczaruk B, Egholm M, Landry ML, Dieckhaus K, Rosen MI, Kozal MJ. Low-abundance HIV drug-resistant viral variants in treatment-experienced persons correlate with historical antiretroviral use. PLoS One 2009; 4:e6079. [PMID: 19562031 PMCID: PMC2698118 DOI: 10.1371/journal.pone.0006079] [Citation(s) in RCA: 108] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2009] [Accepted: 06/05/2009] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND It is largely unknown how frequently low-abundance HIV drug-resistant variants at levels under limit of detection of conventional genotyping (<20% of quasi-species) are present in antiretroviral-experienced persons experiencing virologic failure. Further, the clinical implications of low-abundance drug-resistant variants at time of virologic failure are unknown. METHODOLOGY/PRINCIPAL FINDINGS Plasma samples from 22 antiretroviral-experienced subjects collected at time of virologic failure (viral load 1380 to 304,000 copies/mL) were obtained from a specimen bank (from 2004-2007). The prevalence and profile of drug-resistant mutations were determined using Sanger sequencing and ultra-deep pyrosequencing. Genotypes were interpreted using Stanford HIV database algorithm. Antiretroviral treatment histories were obtained by chart review and correlated with drug-resistant mutations. Low-abundance drug-resistant mutations were detected in all 22 subjects by deep sequencing and only in 3 subjects by Sanger sequencing. In total they accounted for 90 of 247 mutations (36%) detected by deep sequencing; the majority of these (95%) were not detected by standard genotyping. A mean of 4 additional mutations per subject were detected by deep sequencing (p<0.0001, 95%CI: 2.85-5.53). The additional low-abundance drug-resistant mutations increased a subject's genotypic resistance to one or more antiretrovirals in 17 of 22 subjects (77%). When correlated with subjects' antiretroviral treatment histories, the additional low-abundance drug-resistant mutations correlated with the failing antiretroviral drugs in 21% subjects and correlated with historical antiretroviral use in 79% subjects (OR, 13.73; 95% CI, 2.5-74.3, p = 0.0016). CONCLUSIONS/SIGNIFICANCE Low-abundance HIV drug-resistant mutations in antiretroviral-experienced subjects at time of virologic failure can increase a subject's overall burden of resistance, yet commonly go unrecognized by conventional genotyping. The majority of unrecognized resistant mutations correlate with historical antiretroviral use. Ultra-deep sequencing can provide important historical resistance information for clinicians when planning subsequent antiretroviral regimens for highly treatment-experienced patients, particularly when their prior treatment histories and longitudinal genotypes are not available.
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Affiliation(s)
- Thuy Le
- Yale University School of Medicine, New Haven, CT, USA.
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Auwanit W, Isarangkura-Na-Ayuthaya P, Kasornpikul D, Ikuta K, Sawanpanyalert P, Kameoka M. Detection of drug resistance-associated and background mutations in human immunodeficiency virus type 1 CRF01_AE protease and reverse transcriptase derived from drug treatment-naive patients residing in central Thailand. AIDS Res Hum Retroviruses 2009; 25:625-31. [PMID: 19500016 DOI: 10.1089/aid.2008.0298] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
CRF01_AE is a major subtype of human immunodeficiency virus type 1 (HIV-1) circulating in Southeast Asia, including Thailand. We performed genotypic studies on HIV-1 CRF01_AE protease (PR) and reverse transcriptase (RT) derived from plasma samples from drug treatment-naive patients residing in central Thailand. Direct sequencing of amplified CRF01_AE PR and RT genes revealed that drug resistance-associated as well as background mutations were frequently detected in CRF01_AE PR. In contrast, although several background mutations were detected, no drug resistance-associated mutations were observed in CRF01_AE RT. Antiretroviral drugs, including PR inhibitors, have been increasingly used in Thailand. To achieve effective antiretroviral therapy, we propose that it is important to reveal the prevalence of drug resistance-associated mutations among drug treatment-naive patients by further surveillance studies.
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Affiliation(s)
- Wattana Auwanit
- Department of Medical Sciences, National Institute of Health, Ministry of Public Health, Nonthaburi, Thailand
| | | | - Dao Kasornpikul
- Department of Medical Sciences, National Institute of Health, Ministry of Public Health, Nonthaburi, Thailand
| | - Kazuyoshi Ikuta
- Thailand-Japan Research Collaboration Center on Emerging and Re-emerging Infections (RCC-ERI),* Nonthaburi, Thailand
- Department of Virology, Research Institute for Microbial Diseases, Osaka University, Osaka, Japan
| | - Pathom Sawanpanyalert
- Department of Medical Sciences, National Institute of Health, Ministry of Public Health, Nonthaburi, Thailand
| | - Masanori Kameoka
- Thailand-Japan Research Collaboration Center on Emerging and Re-emerging Infections (RCC-ERI),* Nonthaburi, Thailand
- Department of Virology, Research Institute for Microbial Diseases, Osaka University, Osaka, Japan
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