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Manyana S, Pillay M, Gounder L, Khan A, Moodley P, Naidoo K, Chimukangara B. Affordable drug resistance genotyping of HIV-1 reverse transcriptase, protease and integrase genes, for resource limited settings. AIDS Res Ther 2023; 20:9. [PMID: 36759801 PMCID: PMC9912687 DOI: 10.1186/s12981-023-00505-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Accepted: 02/03/2023] [Indexed: 02/11/2023] Open
Abstract
BACKGROUND As use of dolutegravir (DTG) becomes more common in resource limited settings (RLS), the demand for integrase resistance testing is increasing. Affordable methods for genotyping all relevant HIV-1 pol genes (i.e., protease (PR), reverse transcriptase (RT) and integrase (IN)) are required to guide choice of future antiretroviral therapy (ART). We designed an in-house HIV-1 drug resistance (HIVDR) genotyping method that is affordable and suitable for use in RLS. METHODS We obtained remnant plasma samples from CAPRISA 103 study and amplified HIV-1 PR, RT and IN genes, using an innovative PCR assay. We validated the assay using remnant plasma samples from an external quality assessment (EQA) programme. We genotyped samples by Sanger sequencing and assessed HIVDR mutations using the Stanford HIV drug resistance database. We compared drug resistance mutations with previous genotypes and calculated method cost-estimates. RESULTS From 96 samples processed, we obtained sequence data for 78 (81%), of which 75 (96%) had a least one HIVDR mutation, with no major-IN mutations observed. Only one sample had an E157Q INSTI-accessory mutation. When compared to previous genotypes, 18/78 (23%) had at least one discordant mutation, but only 2/78 (3%) resulted in different phenotypic predictions that could affect choice of subsequent regimen. All CAPRISA 103 study sequences were HIV-1C as confirmed by phylogenetic analysis. Of the 7 EQA samples, 4 were HIV-1C, 2 were HIV-1D, and 1 was HIV-1A. Genotypic resistance data generated using the IDR method were 100% concordant with EQA panel results. Overall genotyping cost per sample was estimated at ~ US$43-$US49, with a processing time of ~ 2 working days. CONCLUSIONS We successfully designed an in-house HIVDR method that is suitable for genotyping HIV-1 PR, RT and IN genes, at an affordable cost and shorter turnaround time. This HIVDR genotyping method accommodates changes in ART regimens and will help to guide HIV-1 treatment decisions in RLS.
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Affiliation(s)
- Sontaga Manyana
- Department of Virology, School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal and National Health Laboratory Service, 800 Vusi Mzimela Road, Durban, 4058, South Africa
| | - Melendhran Pillay
- Department of Virology, School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal and National Health Laboratory Service, 800 Vusi Mzimela Road, Durban, 4058, South Africa
| | - Lilishia Gounder
- Department of Virology, School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal and National Health Laboratory Service, 800 Vusi Mzimela Road, Durban, 4058, South Africa
| | - Aabida Khan
- Department of Virology, School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal and National Health Laboratory Service, 800 Vusi Mzimela Road, Durban, 4058, South Africa
| | - Pravi Moodley
- Department of Virology, School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal and National Health Laboratory Service, 800 Vusi Mzimela Road, Durban, 4058, South Africa
| | - Kogieleum Naidoo
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), Durban, South Africa
- CAPRISA HIV-TB Pathogenesis and Treatment Research Unit, South African Medical Research Council (SAMRC), Durban, South Africa
| | - Benjamin Chimukangara
- Department of Virology, School of Laboratory Medicine and Medical Sciences, University of KwaZulu-Natal and National Health Laboratory Service, 800 Vusi Mzimela Road, Durban, 4058, South Africa.
- Centre for the AIDS Programme of Research in South Africa (CAPRISA), Durban, South Africa.
- Critical Care Medicine Department, NIH Clinical Center, Bethesda, MD, USA.
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A Combination of Amino Acid Mutations Leads to Resistance to Multiple Nucleoside Analogs in Reverse Transcriptases from HIV-1 Subtypes B and C. Antimicrob Agents Chemother 2021; 66:e0150021. [PMID: 34723625 DOI: 10.1128/aac.01500-21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Resistance to anti-Human Immunodeficiency Virus (HIV) drugs has been a problem from the beginning of antiviral drug treatments. The recent expansion of combination antiretroviral therapy worldwide has led to an increase in resistance to antiretrovirals; understanding the mechanisms of resistance is increasingly important. In this study, we analyzed reverse transcriptase (RT) variants based on sequences derived from an individual who had a low-level rebound viremia while undergoing therapy with abacavir, azidothymidine (AZT or Zidovudine), and (-)-L-2',3'-dideoxy-3'-thiacytidine (Lamivudine or 3TC). The RT had mutations at positions 64, 67, 70, 184, 219, and a threonine insertion after amino acid 69 in RT. The virus remained partially susceptible to the nucleoside reverse transcriptase inhibitor (NRTI) regimen. We show how these mutations affect the ability of NRTIs to inhibit DNA synthesis by RT. The presence of the inserted threonine reduced the susceptibility of the RT mutant to inhibition by Tenofovir.
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Zhukova A, Voznica J, Dávila Felipe M, To TH, Pérez L, Martínez Y, Pintos Y, Méndez M, Gascuel O, Kouri V. Cuban history of CRF19 recombinant subtype of HIV-1. PLoS Pathog 2021; 17:e1009786. [PMID: 34370795 PMCID: PMC8376097 DOI: 10.1371/journal.ppat.1009786] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 08/19/2021] [Accepted: 07/06/2021] [Indexed: 11/18/2022] Open
Abstract
CRF19 is a recombinant form of HIV-1 subtypes D, A1 and G, which was first sampled in Cuba in 1999, but was already present there in 1980s. CRF19 was reported almost uniquely in Cuba, where it accounts for ∼25% of new HIV-positive patients and causes rapid progression to AIDS (∼3 years). We analyzed a large data set comprising ∼350 pol and env sequences sampled in Cuba over the last 15 years and ∼350 from Los Alamos database. This data set contained both CRF19 (∼315), and A1, D and G sequences. We performed and combined analyses for the three A1, G and D regions, using fast maximum likelihood approaches, including: (1) phylogeny reconstruction, (2) spatio-temporal analysis of the virus spread, and ancestral character reconstruction for (3) transmission mode and (4) drug resistance mutations (DRMs). We verified these results with a Bayesian approach. This allowed us to acquire new insights on the CRF19 origin and transmission patterns. We showed that CRF19 recombined between 1966 and 1977, most likely in Cuban community stationed in Congo region. We further investigated CRF19 spread on the Cuban province level, and discovered that the epidemic started in 1970s, most probably in Villa Clara, that it was at first carried by heterosexual transmissions, and then quickly spread in the 1980s within the "men having sex with men" (MSM) community, with multiple transmissions back to heterosexuals. The analysis of the transmission patterns of common DRMs found very few resistance transmission clusters. Our results show a very early introduction of CRF19 in Cuba, which could explain its local epidemiological success. Ignited by a major founder event, the epidemic then followed a similar pattern as other subtypes and CRFs in Cuba. The reason for the short time to AIDS remains to be understood and requires specific surveillance, in Cuba and elsewhere.
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Affiliation(s)
- Anna Zhukova
- Unité Bioinformatique Evolutive, Département de Biologie Computationelle, Institut Pasteur, Paris, France
- Hub Bioinformatique et Biostatistique, Département de Biologie Computationelle, Institut Pasteur, Paris, France
- * E-mail: (AZ); (OG); (VK)
| | - Jakub Voznica
- Unité Bioinformatique Evolutive, Département de Biologie Computationelle, Institut Pasteur, Paris, France
- Université de Paris, Paris, France
| | - Miraine Dávila Felipe
- Unité Bioinformatique Evolutive, Département de Biologie Computationelle, Institut Pasteur, Paris, France
| | - Thu-Hien To
- Centre for Integrative Genetics (CIGENE), Department of Animal and Aquacultural Sciences, Faculty of Biosciences, Norwegian University of Life Sciences, Ås, Norway
| | - Lissette Pérez
- Institute of Tropical Medicine Pedro Kourí, Virology Department, Havana City, Cuba
| | - Yenisleidys Martínez
- Institute of Tropical Medicine Pedro Kourí, Virology Department, Havana City, Cuba
| | - Yanet Pintos
- Institute of Tropical Medicine Pedro Kourí, Virology Department, Havana City, Cuba
| | - Melissa Méndez
- Institute of Tropical Medicine Pedro Kourí, Virology Department, Havana City, Cuba
| | - Olivier Gascuel
- Unité Bioinformatique Evolutive, Département de Biologie Computationelle, Institut Pasteur, Paris, France
- * E-mail: (AZ); (OG); (VK)
| | - Vivian Kouri
- Institute of Tropical Medicine Pedro Kourí, Virology Department, Havana City, Cuba
- * E-mail: (AZ); (OG); (VK)
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Barabaś A, Jagiełło K, Rybińska-Fryca A, Dąbrowska AM, Puzyn T. How the configurational changes influence on molecular characteristics. The alkyl 3-azido-2,3-dideoxy-D-hexopyranosides - Theoretical approach. Carbohydr Res 2019; 481:72-79. [PMID: 31254910 DOI: 10.1016/j.carres.2019.06.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Revised: 06/14/2019] [Accepted: 06/18/2019] [Indexed: 01/19/2023]
Abstract
In this paper we present two currents of our research. The first goal was the geometry optimization of the structures of derivatives of the alkyl 3-azido-2,3-dideoxy-D-hexopyranosides. Then, we examine the influence of the applied quantum methods on the values of molecular features describing these structures. We use two methods for geometry optimization: the semi-empirical PM7 method and DFT B3LYP/6-31++G* method. The results of comparison parameters of descriptors indicate that there are no statistical differences obtained from both methods. Thus, we recommend the PM7 method for geometry optimization of the derivatives of the alkyl 3-azido-2,3-dideoxy-D-hexopyranosides due to its time and computer resources requirements. Another part of the research was the examination, which groups of descriptors are the most suitable for identifying the similarities in the configuration, the substituents pattern and the molecular mass of 232 examined structures. To explore relation between configuration changes of the 3-azidosaccharides and influence of these changes on the molecular characteristic, we use hierarchical cluster analysis (HCA), where WHIM, 3D-MORSE, RDF and GETAWAY descriptors were selected. Depending on the group of descriptors, molecules are divided in various ways. In general, saccharide' structures are divided into groups based on the configuration of substituents (combination of epimers) or length of the O-glycoside chain. Never before, these saccharides derivatives, were investigated by chemometric analysis. The most problematic issue in experimental and theoretical research is the configuration of substituents in pyranoside ring. Due to vast number of configurations, it is possible to obtain massive amount of diverse structures. This problem concerns us and opens opportunity in investigation the effect of configuration on the parameter of molecules.
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Affiliation(s)
- Anna Barabaś
- University of Gdańsk, Faculty of Chemistry, Wita Stwosza 63, 80-308, Gdańsk, Poland.
| | - Karolina Jagiełło
- University of Gdańsk, Faculty of Chemistry, Wita Stwosza 63, 80-308, Gdańsk, Poland
| | - Anna Rybińska-Fryca
- University of Gdańsk, Faculty of Chemistry, Wita Stwosza 63, 80-308, Gdańsk, Poland
| | | | - Tomasz Puzyn
- University of Gdańsk, Faculty of Chemistry, Wita Stwosza 63, 80-308, Gdańsk, Poland
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Two Coselected Distal Mutations in HIV-1 Reverse Transcriptase (RT) Alter Susceptibility to Nonnucleoside RT Inhibitors and Nucleoside Analogs. J Virol 2019; 93:JVI.00224-19. [PMID: 30894467 PMCID: PMC6532099 DOI: 10.1128/jvi.00224-19] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Accepted: 03/06/2019] [Indexed: 11/20/2022] Open
Abstract
Although antiretroviral therapy (ART) is highly successful, drug-resistant variants can arise that blunt the efficacy of ART. New inhibitors that are broadly effective against known drug-resistant variants are needed, although such compounds might select for novel resistance mutations that affect the sensitivity of the virus to other compounds. Compound 13 selects for resistance mutations that differ from traditional NNRTI resistance mutations. These mutations cause increased sensitivity to NRTIs, such as AZT. Two mutations, G112D and M230I, were selected in the reverse transcriptase (RT) of human immunodeficiency virus type 1 (HIV-1) by a novel nonnucleoside reverse transcriptase inhibitor (NNRTI). G112D is located near the HIV-1 polymerase active site; M230I is located near the hydrophobic region where NNRTIs bind. Thus, M230I could directly interfere with NNRTI binding but G112D could not. Biochemical and virological assays were performed to analyze the effects of these mutations individually and in combination. M230I alone caused a reduction in susceptibility to NNRTIs, while G112D alone did not. The G112D/M230I double mutant was less susceptible to NNRTIs than was M230I alone. In contrast, both mutations affected the ability of RT to incorporate nucleoside analogs. We suggest that the mutations interact with each other via the bound nucleic acid substrate; the nucleic acid forms part of the polymerase active site, which is near G112D. The positioning of the nucleic acid is influenced by its interactions with the “primer grip” region and could be influenced by the M230I mutation. IMPORTANCE Although antiretroviral therapy (ART) is highly successful, drug-resistant variants can arise that blunt the efficacy of ART. New inhibitors that are broadly effective against known drug-resistant variants are needed, although such compounds might select for novel resistance mutations that affect the sensitivity of the virus to other compounds. Compound 13 selects for resistance mutations that differ from traditional NNRTI resistance mutations. These mutations cause increased sensitivity to NRTIs, such as AZT.
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Sepúlveda-Torres LDC, Rishishwar L, Rogers ML, Ríos-Olivares E, Boukli N, Jordan IK, Cubano LA. A decade of viral mutations and associated drug resistance in a population of HIV-1+ Puerto Ricans: 2002-2011. PLoS One 2017; 12:e0177452. [PMID: 28493944 PMCID: PMC5426751 DOI: 10.1371/journal.pone.0177452] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2017] [Accepted: 04/27/2017] [Indexed: 12/14/2022] Open
Abstract
Puerto Rico has one of the highest rates of HIV/AIDS seen for any US state or territory, and antiretroviral therapy has been a mainstay of efforts to mitigate the HIV/AIDS public health burden on the island. We studied the evolutionary dynamics of HIV-1 mutation and antiretroviral drug resistance in Puerto Rico by monitoring the population frequency of resistance-associated mutations from 2002 to 2011. Whole blood samples from 4,475 patients were analyzed using the TRUGENE HIV-1 Genotyping Kit and OpenGene DNA Sequencing System in the Immunoretrovirus Research Laboratory at Universidad Central del Caribe. Results show that 64.0% of female and 62.9% of male patients had HIV-1 mutations that confer resistance to at least one antiretroviral medication. L63P and M184V were the dominant mutations observed for the protease (PRO) and reverse transcriptase (RT) encoding genes, respectively. Specific resistance mutations, along with their associated drug resistance profiles, can be seen to form temporal clusters that reveal a steadily changing landscape of resistance trends over time. Both women and men showed resistance mutations for an average of 4.8 drugs over the 10-year period, further underscoring the strong selective pressure exerted by antiretrovirals along with the rapid adaptive response of HIV. Nevertheless, both female and male patients showed a precipitous decrease for overall drug resistance, and for PRO mutations in particular, over the entire course of the study, with the most rapid decrease in frequency seen after 2006. The reduced HIV-1 mutation and drug resistance trends that we observed are consistent with previous reports from multi-year studies conducted around the world. Reduced resistance can be attributed to the use of more efficacious antiretroviral drug therapy, including the introduction of multi-drug combination therapies, which limited the ability of the virus to mount rapid adaptive responses to antiretroviral selection pressure.
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Affiliation(s)
- Lycely del C. Sepúlveda-Torres
- Department of Microbiology and Immunology, Universidad Central del Caribe, Bayamón, Puerto Rico, United States of America
| | - Lavanya Rishishwar
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, Georgia, United States of America
- PanAmerican Bioinformatics Institute, Cali, Valle del Cauca, Colombia
- Applied Bioinformatics Laboratory, Atlanta, Georgia, United States of America
| | - Maria Luisa Rogers
- Natural Sciences Department, Sacred Heart University, San Juan, Puerto Rico, United States of America
| | - Eddy Ríos-Olivares
- Department of Microbiology and Immunology, Universidad Central del Caribe, Bayamón, Puerto Rico, United States of America
| | - Nawal Boukli
- Department of Microbiology and Immunology, Universidad Central del Caribe, Bayamón, Puerto Rico, United States of America
| | - I. King Jordan
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, Georgia, United States of America
- PanAmerican Bioinformatics Institute, Cali, Valle del Cauca, Colombia
- Applied Bioinformatics Laboratory, Atlanta, Georgia, United States of America
| | - Luis A. Cubano
- Department of Microbiology and Immunology, Universidad Central del Caribe, Bayamón, Puerto Rico, United States of America
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Zhang F, Liu L, Sun M, Sun J, Lu H. An analysis of drug resistance among people living with HIV/AIDS in Shanghai, China. PLoS One 2017; 12:e0165110. [PMID: 28187212 PMCID: PMC5302315 DOI: 10.1371/journal.pone.0165110] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2016] [Accepted: 01/18/2017] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Understanding the mechanisms of drug resistance can facilitate better management of antiretroviral therapy, helping to prevent transmission and decrease the morbidity and mortality of people living with HIV/AIDS. However, there is little data about transmitted drug resistance and acquired drug resistance for HIV/AIDS patients in Shanghai. METHODS A retrospective cohort study of HIV-infected patients who visited the Department of Infectious Disease from June 2008 to June 2015 was conducted in Shanghai, China. Logistic regression analysis was performed to analyze risk factors for drug resistance among HIV-infected people with virological failure. The related collected factors included patient age, gender, marital status, infection route, baseline CD4 count, antiretroviral therapy regimens, time between HIV diagnosis and initiating antiretroviral therapy. Factors with p<0.1 in the univariate logistic regression test were analyzed by multivariate logistic regression test. RESULTS There were 575 subjects selected for this study and 369 participated in this research. For the antiretroviral therapy drugs, the rates of transmitted drug resistance and acquired drug resistance were significantly different. The non-nucleoside reverse transcriptase inhibitor (NNRTI) had the highest drug resistance rate (transmitted drug resistance, 10.9%; acquired drug resistance, 53.3%) and protease inhibitors (PIs) had the lowest drug resistance rate (transmitted drug resistance, 1.7%; acquired drug resistance, 2.7%). Logistic regression analysis found no factors that were related to drug resistance except marital status (married status for tenofovir: odds ratio = 6.345, 95% confidence interval = 1.553-25.921, P = 0.010) and the time span between HIV diagnosis and initiating antiretroviral therapy (≤6M for stavudine: odds ratio = 0.271, 95% confidence interval = 0.086-0.850, P = 0.025; ≤6M for didanosine: odds ratio = 0.284, 95% confidence interval = 0.096-0.842, P = 0.023; ≤6M for tenofovir: odds ratio = 0.079, 95% confidence interval = 0.018-0.350,P<0.001). CONCLUSION NNRTI had a higher DR rate compared with nucleoside reverse transcriptase inhibitor (NRTI) and PIs, consequently, LPV/r was a reasonable choice for patients with NNRTI drugs resistance in China. Only married status and a time span≤6 month between the HIV confirmed date and the time initiating antiretroviral therapy were risk factors for TDF drug resistance. Both baseline HIV-RNA load and resistance test is crucial for TDR diagnosis, and frequent monitoring of HIV-RNA load is crucial for ADR identification and intervention. Treatment adherence still plays a positive role on the outcome of ART.
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Affiliation(s)
- Fengdi Zhang
- Department of Infectious Disease, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Li Liu
- Department of Infectious Disease, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Meiyan Sun
- Department of Infectious Disease, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Jianjun Sun
- Department of Infectious Disease, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Hongzhou Lu
- Department of Infectious Disease, Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
- Department of Infectious Disease, Huashan Hospital Affiliated to Fudan University, Shanghai, China
- Department of Internal Medicine, Shanghai Medical College, Fudan University, Shanghai, China
- * E-mail:
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