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Abidi SH, Siddiqui D, Mahmood SF, Siddiqui R, Nathwani AA, Hotwani A, Shah SA, Khan P, Ferrand RA, Mir F. Unassigned Complex Unique Recombinant Forms Related to CRF36_cpx in Children Identified in an HIV-1 Outbreak in Pakistan. AIDS Res Hum Retroviruses 2022; 38:806-811. [PMID: 35778855 PMCID: PMC7614887 DOI: 10.1089/aid.2021.0168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
In 2019, an outbreak of HIV infection predominantly affecting children occurred in Larkana district, Pakistan. This is the largest outbreak ever reported in this age group in Pakistan. In this study, we report two HIV-1 unique recombinant forms identified during the outbreak. Blood samples were collected from HIV-positive children as part of a case-control study to investigate the outbreak. The pol gene was sequenced and used to detect HIV subtype/recombinant forms using subtype, recombination, and phylogenetic analyses. Drug resistance mutation (DRM) analysis was performed to characterize the DRMs in each sequence. We observed the emergence of two unassigned unique recombinant forms related to CRF36_cpx in 15 individuals of the 344 samples collected. Genotype analysis revealed the presence of multiple DRMs associated with resistance to reverse transcriptase inhibitors. The discovery of these unassigned unique recombinant forms in our population highlights the need for comprehensive molecular epidemiological studies to fully understand the distribution and drug resistance patterns to aid control efforts.
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Affiliation(s)
- Syed Hani Abidi
- Department of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan
- Department of Biomedical Sciences, Nazarbayev University School of Medicine, Nur-Sultan, Kazakhstan
| | - Dilsha Siddiqui
- Department of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan
| | | | - Rehana Siddiqui
- Department of Community Health Sciences, Aga Khan University, Karachi, Pakistan
| | - Apsara Ali Nathwani
- Department of Pediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Aneeta Hotwani
- Department of Pediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | | | - Palwasha Khan
- Department of Clinical Research, London School of Hygiene & Tropical Medicine, London, UK
| | - Rashida Abbas Ferrand
- Department of Clinical Research, London School of Hygiene & Tropical Medicine, London, UK
| | - Fatima Mir
- Department of Pediatrics and Child Health, Aga Khan University, Karachi, Pakistan
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Abstract
Background HIV outbreaks in the Former Soviet Union (FSU) countries were characterized by repeated transmission of the HIV variant AFSU, which is now classified as a distinct subtype A sub-subtype called A6. The current study used phylogenetic/phylodynamic and signature mutation analyses to determine likely evolutionary relationship between subtype A6 and other subtype A sub-subtypes. Methods For this study, an initial Maximum Likelihood phylogenetic analysis was performed using a total of 553 full-length, publicly available, reverse transcriptase sequences, from A1, A2, A3, A4, A5, and A6 sub-subtypes of subtype A. For phylogenetic clustering and signature mutation analysis, a total of 5961 and 3959 pol and env sequences, respectively, were used. Results Phylogenetic and signature mutation analysis showed that HIV-1 sub-subtype A6 likely originated from sub-subtype A1 of African origin. A6 and A1 pol and env genes shared several signature mutations that indicate genetic similarity between the two subtypes. For A6, tMRCA dated to 1975, 15 years later than that of A1. Conclusion The current study provides insights into the evolution and diversification of A6 in the backdrop of FSU countries and indicates that A6 in FSU countries evolved from A1 of African origin and is getting bridged outside the FSU region.
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Tariq U, Mahmood F, Naeem S, Ali S, Abidi SH. Emergence of HIV-1 Unique DG Recombinant Form in Pakistan. AIDS Res Hum Retroviruses 2020; 36:248-250. [PMID: 31547672 DOI: 10.1089/aid.2019.0183] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
After the first case of HIV infection in 1987, the number of cases has continuously increased in Pakistan, turning from isolated incidents to outbreaks to the concentrated epidemic. The HIV epidemic in Pakistan is mainly driven by subtype A; however, the overlapping transmission chains facilitate recombination between subtypes and existing circulating recombinants forms (CRFs), leading to the emergence of unique recombinant forms (URFs). In this study, we report the first case of a URF (URF_DG) in a Pakistani HIV-infected patient. Phylogenetic and drug resistance analysis of the patient-derived sequence indicated that Pakistani URF_DG sequence was closely related to the URF_DG sequence reported from the United Kingdom, but had more drug resistance mutations than the U.K. sequence.
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Affiliation(s)
- Uroosa Tariq
- Department of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan
- Department of Biochemistry, University of Karachi, Karachi, Pakistan
| | - Faisal Mahmood
- Department of Medicine, Aga Khan University, Karachi, Pakistan
| | - Sadaf Naeem
- Department of Biochemistry, University of Karachi, Karachi, Pakistan
| | - Syed Ali
- Nazarbayev University School of Medicine, Nazarbayev University, Astana, Kazakhstan
| | - Syed Hani Abidi
- Department of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan
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Circulation of multiple subtypes (A, G and CRFs 02_AG) of human immunodeficiency virus type 1 (HIV-1) in selected districts of Punjab province, Pakistan. Arch Virol 2019; 164:3081-3087. [PMID: 31576459 DOI: 10.1007/s00705-019-04422-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Accepted: 08/30/2019] [Indexed: 10/25/2022]
Abstract
Owing to consistent genetic mutation and recombination, various escape mutants and/or drug-resistant mutants of human immunodeficiency virus (HIV-1) are now emerging worldwide. Therefore, an understanding of the genetic characteristics of prevailing strains, particularly with regard to drug-resistance-associated substitutions, is essential for devising and implementing treatments and disease control interventions in endemic settings such as Pakistan. We processed a total of 130 plasma samples originating from HIV-treatment centers in selected districts of Punjab province, Pakistan. The samples were first screened using an HIV-1 Ag/Ab Combo test followed by amplification of the pol gene (1084 bp) from samples that were positive either for the antigen or for both the antigen and antibodies simultaneously. Screening revealed that a total of 45 samples were positive (34.62%; 95% CI: 26.99-43.13) for either antigen or both antigen and antibodies (n = 18, 40%; 95% CI: 27.02-54.55) or for antibodies alone (n = 27, 60%; 95% CI: 45.45-72.98). A largest number of positive samples was from the district of Lahore (n = 19/43, 44.18%; 95% CI: 30.44-58.9) followed by Faisalabad (n= 12/36, 33.33%; 95% CI: 20.21-49.66), Gujranwala (n = 05/23, 21.7%; 95% CI: 9.66-41.9) and Sargodha (n = 09/28, 32.1%; 95% CI: 17.93-50.66). The probability of occurrence of HIV infection was significantly associated with individuals having a history of injecting drug use (68.08%; OR = 11.15; 95% CI: 53.84-79.61, p = 0.0001). Phylogenetic analysis based on the pol gene showed that the sequences from this study clustered into three distinct clades representing recombinant form 02_AG (n = 14, 77.0%; 95% CI: 54.79-91.00), and subtypes A (n = 2, 11.1%; 95% CI: 3.1-32.8) and G (n = 2, 11.1%; 95% CI: 3.1-32.8). Although we screened 18 samples for drug-resistance-associated mutations, except for an accessory mutation (M46K) in the protease (PR) region in one subject, we found a lack of drug-resistance-associated substitutions in the PR region. On the other hand, we found two subjects (2/18) carrying a resistance-associated mutation (V106I) conferring a low level of resistance against non-nucleoside reverse transcriptase inhibitors. The present study shows that multiple subtypes of HIV-1 are present in the affected population. Continuous disease surveillance coupled with evaluation of drug resistance at higher resolution should be done in future studies.
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Lima ENDC, Piqueira JRC, Camargo M, Galinskas J, Sucupira MC, Diaz RS. Impact of antiretroviral resistance and virological failure on HIV-1 informational entropy. J Antimicrob Chemother 2019; 73:1054-1059. [PMID: 29373694 DOI: 10.1093/jac/dkx508] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2017] [Accepted: 12/07/2017] [Indexed: 11/13/2022] Open
Abstract
Objectives The present study investigated the relationship between genomic variability and resistance of HIV-1 sequences in protease (PR) and reverse transcriptase (RT) regions of the pol gene. In addition, we analysed the resistance among 651 individuals presenting antiretroviral virological failure, from 2009 to 2011, in the state of São Paulo, Brazil. Methods The genomic variability was quantified by using informational entropy methods and the relationship between resistance and replicative fitness, as inferred by the residual viral load and CD4+ T cell count. Results The number of antiretroviral schemes is related to the number of resistance mutations in the HIV-1 PR (α = 0.2511, P = 0.0003, R2 = 0.8672) and the RT (α = 0.7892, P = 0.0001, R2 = 0.9141). Increased informational entropy rate is related to lower levels of HIV-1 viral loads (α = -0.0121, P = 0.0471, R2 = 0.7923), lower levels of CD4+ T cell counts (α = -0.0120, P = 0.0335, R2 = 0.8221) and a higher number of antiretroviral resistance-related mutations. Conclusions Less organized HIV genomes as inferred by higher levels of informational entropy relate to less competent host immune systems, lower levels of HIV replication and HIV genetic evolution as a consequence of antiretroviral resistance.
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Affiliation(s)
- Elidamar Nunes de Carvalho Lima
- Division of Infectious Diseases, Paulista School of Medicine, Federal University of São Paulo-UNIFESP, São Paulo, SP, Brazil.,Telecommunication and Control Engineering Department, Engineering School, University of São Paulo, São Paulo, SP, Brazil
| | - José Roberto Castilho Piqueira
- Telecommunication and Control Engineering Department, Engineering School, University of São Paulo, São Paulo, SP, Brazil
| | - Michelle Camargo
- Division of Infectious Diseases, Paulista School of Medicine, Federal University of São Paulo-UNIFESP, São Paulo, SP, Brazil
| | - Juliana Galinskas
- Division of Infectious Diseases, Paulista School of Medicine, Federal University of São Paulo-UNIFESP, São Paulo, SP, Brazil
| | - Maria Cecilia Sucupira
- Division of Infectious Diseases, Paulista School of Medicine, Federal University of São Paulo-UNIFESP, São Paulo, SP, Brazil
| | - Ricardo Sobhie Diaz
- Division of Infectious Diseases, Paulista School of Medicine, Federal University of São Paulo-UNIFESP, São Paulo, SP, Brazil
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Tariq U, Parveen A, Akhtar F, Mahmood F, Ali S, Abidi SH. Emergence of Circulating Recombinant Form 56_cpx in Pakistan. AIDS Res Hum Retroviruses 2018; 34:1002-1004. [PMID: 29947245 DOI: 10.1089/aid.2018.0128] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
In Pakistan, HIV has converted from outbreak to concentrated epidemic and has also bridged into the low-risk population. The HIV epidemic in Pakistan mainly comprises subtype A. Here, we present the first case and genetic analysis of a circulating recombinant form 56_cpx in a Pakistani HIV-infected patient. Genetic analysis of the sequence indicated that Pakistani 56_cpx sequence had more drug resistance mutation than the other 56_cpx sequences available in the database.
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Affiliation(s)
- Uroosa Tariq
- Department of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan
| | - Azra Parveen
- Shaukat Khanum Memorial Cancer Hospital and Research Centre, Lahore, Pakistan
| | - Furqana Akhtar
- Shaukat Khanum Memorial Cancer Hospital and Research Centre, Lahore, Pakistan
| | - Faisal Mahmood
- Department of Medicine, Aga Khan University, Karachi, Pakistan
| | - Syed Ali
- Department of Biomedical Sciences, Nazarbayev School of Medicine Nazarbayev University, Astana, Kazakhstan
| | - Syed Hani Abidi
- Department of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan
- Nuffield Department of Clinical Medicine, University of Oxford, Oxford, United Kingdom
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Aibekova L, Foley B, Hortelano G, Raees M, Abdraimov S, Toichuev R, Ali S. Molecular epidemiology of HIV-1 subtype A in former Soviet Union countries. PLoS One 2018; 13:e0191891. [PMID: 29389951 PMCID: PMC5794106 DOI: 10.1371/journal.pone.0191891] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2017] [Accepted: 01/12/2018] [Indexed: 11/18/2022] Open
Abstract
While in other parts of the world it is on decline, incidence of HIV infection continues to rise in the former Soviet Union (FSU) countries. The present study was conducted to investigate the patterns and modes of HIV transmission in FSU countries. We performed phylogenetic analysis of publicly available 2705 HIV-1 subtype A pol sequences from thirteen FSU countries: Armenia, Azerbaijan, Belarus, Estonia, Georgia, Kazakhstan, Kyrgyzstan, Latvia, Lithuania, Moldova, Russia, Ukraine and Uzbekistan. Our analysis showed that the clusters from FSU countries were intermixed, indicating a possible role of transmigration in HIV transmission. Injection drug use was found to be the most frequent mode of transmission, while the clusters from PWID and heterosexual transmission were intermixed, indicating bridging of HIV infection across populations. To control the expanding HIV epidemic in this region, harm reduction strategies should be focused on three modes of transmission, namely, cross-border migration, injection drug use and heterosexual.
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Affiliation(s)
- Lazzat Aibekova
- Department of Biological Sciences, School of Science and Technology, Nazarbayev University, Astana, Kazakhstan
| | - Brian Foley
- Theoretical Biology and Biophysics Group, Los Alamos National Laboratory, Los Alamos, NM, United States of America
| | - Gonzalo Hortelano
- Department of Biological Sciences, School of Science and Technology, Nazarbayev University, Astana, Kazakhstan
| | - Muhammad Raees
- Division of Pediatric Cardiac Surgery, Monroe Carell Jr. Children's Hospital, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
| | - Sabit Abdraimov
- Center for Disease Control and Prevention of AIDS, Astana, Kazakhstan
| | | | - Syed Ali
- Department of Biomedical Sciences, Nazarbayev School of Medicine, Nazarbayev University, Astana, Kazakhstan
- * E-mail:
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Tongo M, Harkins GW, Dorfman JR, Billings E, Tovanabutra S, de Oliveira T, Martin DP. Unravelling the complicated evolutionary and dissemination history of HIV-1M subtype A lineages. Virus Evol 2018; 4:vey003. [PMID: 29484203 PMCID: PMC5819727 DOI: 10.1093/ve/vey003] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Subtype A is one of the rare HIV-1 group M (HIV-1M) lineages that is both widely distributed throughout the world and persists at high frequencies in the Congo Basin (CB), the site where HIV-1M likely originated. This, together with its high degree of diversity suggests that subtype A is amongst the fittest HIV-1M lineages. Here we use a comprehensive set of published near full-length subtype A sequences and A-derived genome fragments from both circulating and unique recombinant forms (CRFs/URFs) to obtain some insights into how frequently these lineages have independently seeded HIV-1M sub-epidemics in different parts of the world. We do this by inferring when and where the major subtype A lineages and subtype A-derived CRFs originated. Following its origin in the CB during the 1940s, we track the diversification and recombination history of subtype A sequences before and during its dissemination throughout much of the world between the 1950s and 1970s. Collectively, the timings and numbers of detectable subtype A recombination and dissemination events, the present broad global distribution of the sub-epidemics that were seeded by these events, and the high prevalence of subtype A sequences within the regions where these sub-epidemics occurred, suggest that ancestral subtype A viruses (and particularly sub-subtype A1 ancestral viruses) may have been genetically predisposed to become major components of the present epidemic.
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Affiliation(s)
- Marcel Tongo
- KwaZulu-Natal Research Innovation and Sequencing Platform (Krisp), School of Laboratory Medicine and Medical Sciences, College of Health Sciences, Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban 4041, South Africa
- Division of Computational Biology, Department of Integrative Biomedical Sciences and Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa
- Center of Research for Emerging and Re-Emerging Diseases (CREMER), Institute of Medical Research and Study of Medicinal Plants (IMPM), Yaoundé, Cameroon
| | - Gordon W Harkins
- South African MRC Bioinformatics Unit, South African National Bioinformatics Institute, University of the Western Cape, Bellville 7535, South Africa
| | - Jeffrey R Dorfman
- Division of Immunology, Department of Pathology, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa
- Division of Immunology, School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg 2193, South Africa
| | - Erik Billings
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD 20910–7500, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, MD 20910–7500, USA
| | - Sodsai Tovanabutra
- U.S. Military HIV Research Program, Walter Reed Army Institute of Research, Silver Spring, MD 20910–7500, USA
- Henry M. Jackson Foundation for the Advancement of Military Medicine Inc., Bethesda, MD 20910–7500, USA
| | - Tulio de Oliveira
- KwaZulu-Natal Research Innovation and Sequencing Platform (Krisp), School of Laboratory Medicine and Medical Sciences, College of Health Sciences, Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban 4041, South Africa
| | - Darren P Martin
- Division of Computational Biology, Department of Integrative Biomedical Sciences and Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa
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Chen Y, Hora B, DeMarco T, Shah SA, Ahmed M, Sanchez AM, Su C, Carter M, Stone M, Hasan R, Hasan Z, Busch MP, Denny TN, Gao F. Fast Dissemination of New HIV-1 CRF02/A1 Recombinants in Pakistan. PLoS One 2016; 11:e0167839. [PMID: 27973597 PMCID: PMC5156399 DOI: 10.1371/journal.pone.0167839] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2016] [Accepted: 11/21/2016] [Indexed: 12/21/2022] Open
Abstract
A number of HIV-1 subtypes are identified in Pakistan by characterization of partial viral gene sequences. Little is known whether new recombinants are generated and how they disseminate since whole genome sequences for these viruses have not been characterized. Near full-length genome (NFLG) sequences were obtained by amplifying two overlapping half genomes or next generation sequencing from 34 HIV-1-infected individuals in Pakistan. Phylogenetic tree analysis showed that the newly characterized sequences were 16 subtype As, one subtype C, and 17 A/G recombinants. Further analysis showed that all 16 subtype A1 sequences (47%), together with the vast majority of sequences from Pakistan from other studies, formed a tight subcluster (A1a) within the subtype A1 clade, suggesting that they were derived from a single introduction. More in-depth analysis of 17 A/G NFLG sequences showed that five shared similar recombination breakpoints as in CRF02 (15%) but were phylogenetically distinct from the prototype CRF02 by forming a tight subcluster (CRF02a) while 12 (38%) were new recombinants between CRF02a and A1a or a divergent A1b viruses. Unique recombination patterns among the majority of the newly characterized recombinants indicated ongoing recombination. Interestingly, recombination breakpoints in these CRF02/A1 recombinants were similar to those in prototype CRF02 viruses, indicating that recombination at these sites more likely generate variable recombinant viruses. The dominance and fast dissemination of new CRF02a/A1 recombinants over prototype CRF02 suggest that these recombinant have more adapted and may become major epidemic strains in Pakistan.
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Affiliation(s)
- Yue Chen
- Duke Human Vaccine Institute, Department of Medicine, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Bhavna Hora
- Duke Human Vaccine Institute, Department of Medicine, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Todd DeMarco
- Duke Human Vaccine Institute, Department of Medicine, Duke University Medical Center, Durham, North Carolina, United States of America
| | | | | | - Ana M. Sanchez
- Duke Human Vaccine Institute, Department of Medicine, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Chang Su
- Duke Human Vaccine Institute, Department of Medicine, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Meredith Carter
- Duke Human Vaccine Institute, Department of Medicine, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Mars Stone
- Blood Systems Research Institute, San Francisco, California, United States of America
| | - Rumina Hasan
- Department of Pathology, Aga Khan University, Karachi, Pakistan
- Department of Microbiology, Aga Khan University, Karachi, Pakistan
| | - Zahra Hasan
- Department of Pathology, Aga Khan University, Karachi, Pakistan
- Department of Microbiology, Aga Khan University, Karachi, Pakistan
| | - Michael P. Busch
- Blood Systems Research Institute, San Francisco, California, United States of America
| | - Thomas N. Denny
- Duke Human Vaccine Institute, Department of Medicine, Duke University Medical Center, Durham, North Carolina, United States of America
| | - Feng Gao
- Duke Human Vaccine Institute, Department of Medicine, Duke University Medical Center, Durham, North Carolina, United States of America
- * E-mail:
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Onsongo S, Abidi SH, Khamadi S, Shah R, Kageha S, Ojwang P, Ali S, Okinda N. Prevalence of Transmitted Drug Resistance Mutations in HIV-1-Infected Drug-Naive Patients from Urban and Suburban Regions of Kenya. AIDS Res Hum Retroviruses 2016; 32:220-5. [PMID: 26401720 DOI: 10.1089/aid.2015.0026] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
HIV was first described in Kenya in 1984-1985. Currently, Kenya has an estimated HIV-1 prevalence of 6.2%. With the introduction of antiretroviral drugs, the survival of most HIV patients has been prolonged markedly. However, this is greatly threatened by increasing rates of antiretroviral dug resistance, which may eventually lead to suboptimal treatment outcomes. The objective of this study was to characterize currently occurring antiretroviral drug resistance mutations among drug-naive patients visiting two referral hospitals in Kenya. Using polymerase chain reaction, the HIV protease gene was amplified from blood samples of 63 study participants. The sequences were used to determine HIV-1 subtype and presence/prevalence of mutations associated with resistance to protease inhibitors. Finally, the protease gene was variably measured using Shannon entropy analysis. Analysis of frequency of HIV-1 subtypes revealed subtype A to be the predominant subtype, while the analysis of drug resistance mutations revealed the presence of four minor drug resistance mutations associated weakly with resistance to protease inhibitors. Among these mutations, L33I was the most prevalent mutation. Shannon entropy analysis revealed high genomic variability, especially in region spanning nucleotides 1-55, 113-170, and 205-240. This study warrants the need for dedicated efforts to improve compliance to antiretroviral therapy and reduce transmitted resistance rates, which will greatly ensure the therapeutic efficacy of antiretroviral drugs.
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Affiliation(s)
| | - Syed Hani Abidi
- Department of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan
| | - Samoel Khamadi
- U.S. Military HIV Research Program, Henry M. Jackson Foundation Medical Research International, Mbeya, Tanzania
| | - Reena Shah
- Aga Khan University Hospital, Nairobi, Kenya
| | | | | | - Syed Ali
- Department of Biomedical Sciences, Nazarbayer School of Medicine, Nazarbayer University, Astana, Kazakstan
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