1
|
Ekpenyong ME, Adegoke AA, Edoho ME, Inyang UG, Udo IJ, Ekaidem IS, Osang F, Uto NP, Geoffery JI. Collaborative Mining of Whole Genome Sequences for Intelligent HIV-1 Sub-Strain(s) Discovery. Curr HIV Res 2022; 20:163-183. [PMID: 35142269 DOI: 10.2174/1570162x20666220210142209] [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: 08/24/2021] [Revised: 11/30/2021] [Accepted: 12/20/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND Effective global antiretroviral vaccines and therapeutic strategies depend on the diversity, evolution, and epidemiology of their various strains as well as their transmission and pathogenesis. Most viral disease-causing particles are clustered into a taxonomy of subtypes to suggest pointers toward nucleotide-specific vaccines or therapeutic applications of clinical significance sufficient for sequence-specific diagnosis and homologous viral studies. These are very useful to formulate predictors to induce cross-resistance to some retroviral control drugs being used across study areas. OBJECTIVE This research proposed a collaborative framework of hybridized (Machine Learning and Natural Language Processing) techniques to discover hidden genome patterns and feature predictors, for HIV-1 genome sequences mining. METHOD 630 human HIV-1 genome sequences above 8500 bps were excavated from the National Center for Biotechnology Information (NCBI) database (https://www.ncbi.nlm.nih.gov) for 21 countries across different continents, Antarctica exempt. These sequences were transformed and learned using a self-organizing map (SOM). To discriminate emerging/new sub-strain(s), the HIV-1 reference genome was included as part of the input isolates/samples during the training. After training the SOM, component planes defining pattern clusters of the input datasets were generated, for cognitive knowledge mining and subsequent labelling of the datasets. Additional genome features including dinucleotide transmission recurrences, codon recurrences, and mutation recurrences, were finally extracted from the raw genomes to construct output classification targets for supervised learning. RESULTS SOM training explains the inherent pattern diversity of HIV-1 genomes as well as inter- and intra-country transmissions in which mobility might play an active role, as corroborated by literature. Nine sub-strains were discovered after disassembling the SOM correlation hunting matrix space attributed to disparate clusters. Cognitive knowledge mining separated similar pattern clusters bounded by a certain degree of correlation range, discovered by the SOM. A Kruskal-Wallis rank-sum test and Wilcoxon rank-sum test showed statistically significant variations in dinucleotide, codon, and mutation patterns. CONCLUSION Results of the discovered sub-strains and response clusters visualizations corroborate existing literature, with significant haplotype variations. The proposed framework would assist in the development of decision support systems for easy contact tracing, infectious disease surveillance, and studying the progressive evolution of the reference HIV-1 genome.
Collapse
Affiliation(s)
- Moses E Ekpenyong
- Department of Computer Science, Faculty of Science, University of Uyo, Uyo, Nigeria
- Centre for Research and Development, University of Uyo, Uyo, Nigeria
| | - Anthony A Adegoke
- Department of Microbiology, Faculty of Science, University of Uyo, Uyo, Nigeria
| | - Mercy E Edoho
- Department of Computer Science, Faculty of Science, University of Uyo, Uyo, Nigeria
| | - Udoinyang G Inyang
- Department of Computer Science, Faculty of Science, University of Uyo, Uyo, Nigeria
| | - Ifiok J Udo
- Department of Computer Science, Faculty of Science, University of Uyo, Uyo, Nigeria
| | - Itemobong S Ekaidem
- Department of Chemical Pathology, College of Health Sciences, University of Uyo, Uyo, Nigeria
| | - Francis Osang
- Department of Computer Science, Faculty of Science, National Open University, Abuja, Nigeria
| | - Nseobong P Uto
- School of Mathematics and Statistics, University of St Andrews, Scotland, United Kingdom
| | - Joseph I Geoffery
- Department of Computer Science, Faculty of Science, University of Uyo, Uyo, Nigeria
| |
Collapse
|
2
|
Scriven YA, Mulinge MM, Saleri N, Luvai EA, Nyachieo A, Maina EN, Mwau M. Prevalence and factors associated with HIV-1 drug resistance mutations in treatment-experienced patients in Nairobi, Kenya: A cross-sectional study. Medicine (Baltimore) 2021; 100:e27460. [PMID: 34622871 PMCID: PMC8500620 DOI: 10.1097/md.0000000000027460] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Accepted: 09/20/2021] [Indexed: 01/05/2023] Open
Abstract
ABSTRACT An estimated 1.5 million Kenyans are HIV-seropositive, with 1.1 million on antiretroviral therapy (ART), with the majority of them unaware of their drug resistance status. In this study, we assessed the prevalence of drug resistance to nucleoside reverse transcriptase inhibitors (NRTIs), nucleoside reverse transcriptase inhibitors (NNRTIs), and protease inhibitors, and the variables associated with drug resistance in patients failing treatment in Nairobi, Kenya.This cross-sectional study utilized 128 HIV-positive plasma samples obtained from patients enrolled for routine viral monitoring in Nairobi clinics between 2015 and 2017. The primary outcome was human immunodeficiency virus type 1 (HIV-1) drug resistance mutation counts determined by Sanger sequencing of the polymerase (pol) gene followed by interpretation using Stanford's HIV Drug Resistance Database. Poisson regression was used to determine the effects of sex, viral load, age, HIV-subtype, treatment duration, and ART-regimen on the primary outcome.HIV-1 drug resistance mutations were found in 82.3% of the subjects, with 15.3% of subjects having triple-class ART resistance and 45.2% having dual-class resistance. NRTI primary mutations M184 V/I and K65R/E/N were found in 28.8% and 8.9% of subjects respectively, while NNRTI primary mutations K103N/S, G190A, and Y181C were found in 21.0%, 14.6%, and 10.9% of subjects. We found statistically significant evidence (P = .013) that the association between treatment duration and drug resistance mutations differed by sex. An increase of one natural-log transformed viral load unit was associated with 11% increase in drug resistance mutation counts (incidence rate ratio [IRR] 1.11; 95% CI 1.06-1.16; P < .001) after adjusting for age, HIV-1 subtype, and the sex-treatment duration interaction. Subjects who had been on treatment for 31 to 60 months had 63% higher resistance mutation counts (IRR 1.63; 95% CI 1.12-2.43; P = .013) compared to the reference group (<30 months). Similarly, patients on ART for 61 to 90 months were associated with 133% higher mutation counts than the reference group (IRR 2.33; 95% CI 1.59-3.49; P < .001). HIV-1 subtype, age, or ART-regimen were not associated with resistance mutation counts.Drug resistance mutations were found in alarmingly high numbers, and they were associated with viral load and treatment time. This finding emphasizes the importance of targeted resistance monitoring as a tool for addressing the problem.
Collapse
Affiliation(s)
- Yvonne A Scriven
- Centre for Infectious and Parasitic Diseases Control Research, Kenya Medical Research Institute, Busia, Kenya
| | - Martin M Mulinge
- Department of Biochemistry, School of Medicine, University of Nairobi, Nairobi, Kenya
- Kenya AIDS Vaccine Initiative - Institute of Clinical Research, University of Nairobi, Nairobi, Kenya
| | - Norah Saleri
- Centre for Infectious and Parasitic Diseases Control Research, Kenya Medical Research Institute, Busia, Kenya
| | - Elizabeth A Luvai
- Centre for Infectious and Parasitic Diseases Control Research, Kenya Medical Research Institute, Busia, Kenya
| | - Atunga Nyachieo
- Department of Biochemistry, School of Medicine, University of Nairobi, Nairobi, Kenya
| | - Esther N Maina
- Department of Biochemistry, School of Medicine, University of Nairobi, Nairobi, Kenya
| | - Matilu Mwau
- Centre for Infectious and Parasitic Diseases Control Research, Kenya Medical Research Institute, Busia, Kenya
| |
Collapse
|
3
|
Tiwari K, Prasad S, Tanwar R. Role of Gene Xpert in the Detection of Genital Tuberculosis in Endometrial Tissue among Women with Infertility. J Hum Reprod Sci 2021; 13:285-289. [PMID: 33627977 PMCID: PMC7879840 DOI: 10.4103/jhrs.jhrs_52_20] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2020] [Revised: 07/03/2020] [Accepted: 10/02/2020] [Indexed: 11/04/2022] Open
Abstract
Objective: The objective of the study is to evaluate the clinical utility of Gene Xpert compared with other available diagnostic modalities in prompt diagnosis of female genital tuberculosis (TB) causing infertility. Material and Methods: This was a prospective, cross-sectional analytical study. Premenstrual endometrial biopsy specimens were collected from 176 infertile women of reproductive age group suspected of having genital TB. Samples were processed for acid-fast bacilli, culture, histopathology, polymerase chain reaction (PCR), and Gene Xpert. Patients detected positive on Gene Xpert and PCR were subjected to laparoscopy to look for affirmative findings of genital TB. The results were analyzed using composite gold standard consisting of patients positive with culture, histopathology, and laparoscopy. Results: A total of 18 patients were found positive using composite gold standard. Laparoscopy was positive in 15 patients, whereas culture and histopathology were positive in three and two patients, respectively. Gene Xpert was positive in two patients. None of them was detected with rifampicin resistance. The sensitivity of Gene Xpert was 11.11% whereas the specificity was 100%. Conclusion: Since genital TB is a paucibacillary disease, multiple diagnostic modalities are needed for diagnosis. Gene Xpert appears to be a useful modality in diagnosis of genital TB, owing to its high specificity, and can be recommended in conditions where microscopy, culture, and histopathology are negative; however, further randomized studies are required to support our hypothesis.
Collapse
Affiliation(s)
- Kriti Tiwari
- Department of Obstetrics and Gynaecology, Maulana Azad Medical College and Lok Nayak Hospital, New Delhi, India
| | - Sudha Prasad
- Matritava Advanced IVF and Training Centre, New Delhi, India
| | - Renu Tanwar
- Department of Obstetrics and Gynaecology, Maulana Azad Medical College and Lok Nayak Hospital, New Delhi, India
| |
Collapse
|
4
|
Devadoss D, Singh SP, Acharya A, Do KC, Periyasamy P, Manevski M, Mishra N, Tellez CS, Ramakrishnan S, Belinsky SA, Byrareddy SN, Buch S, Chand HS, Sopori M. HIV-1 Productively Infects and Integrates in Bronchial Epithelial Cells. Front Cell Infect Microbiol 2021; 10:612360. [PMID: 33614527 PMCID: PMC7890076 DOI: 10.3389/fcimb.2020.612360] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 12/24/2020] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND The role of lung epithelial cells in HIV-1-related lung comorbidities remains unclear, and the major hurdle in curing HIV is the persistence of latent HIV reservoirs in people living with HIV (PLWH). The advent of combined antiretroviral therapy has considerably increased the life span; however, the incidence of chronic lung diseases is significantly higher among PLWH. Lung epithelial cells orchestrate the respiratory immune responses and whether these cells are productively infected by HIV-1 is debatable. METHODS Normal human bronchial epithelial cells (NHBEs) grown on air-liquid interface were infected with X4-tropic HIV-1LAV and examined for latency using latency-reversing agents (LRAs). The role of CD4 and CXCR4 HIV coreceptors in NHBEs were tested, and DNA sequencing analysis was used to analyze the genomic integration of HIV proviral genes, Alu-HIVgag-pol, HIV-nef, and HIV-LTR. Lung epithelial sections from HIV-infected humans and SHIV-infected macaques were analyzed by FISH for HIV-gag-pol RNA and epithelial cell-specific immunostaining. RESULTS AND DISCUSSION NHBEs express CD4 and CXCR4 at higher levels than A549 cells. NHBEs are infected with HIV-1 basolaterally, but not apically, by X4-tropic HIV-1LAV in a CXCR4/CD4-dependent manner leading to HIV-p24 antigen production; however, NHBEs are induced to express CCR5 by IL-13 treatment. In the presence of cART, HIV-1 induces latency and integration of HIV provirus in the cellular DNA, which is rescued by the LRAs (endotoxin/vorinostat). Furthermore, lung epithelial cells from HIV-infected humans and SHIV-infected macaques contain HIV-specific RNA transcripts. Thus, lung epithelial cells are targeted by HIV-1 and could serve as potential HIV reservoirs that may contribute to the respiratory comorbidities in PLWH.
Collapse
Affiliation(s)
- Dinesh Devadoss
- Department of Immunology and Nano-Medicine, Herbert Wertheim College of Medicine, Florida International University, Miami, FL, United States
| | - Shashi P. Singh
- Respiratory Immunology Division, Lovelace Respiratory Research Institute, Albuquerque, NM, United States
| | - Arpan Acharya
- Department of Pharmacology & Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, United States
| | - Kieu Chinh Do
- Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM, United States
| | - Palsamy Periyasamy
- Department of Pharmacology & Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, United States
| | - Marko Manevski
- Department of Immunology and Nano-Medicine, Herbert Wertheim College of Medicine, Florida International University, Miami, FL, United States
| | - Neerad Mishra
- Respiratory Immunology Division, Lovelace Respiratory Research Institute, Albuquerque, NM, United States
| | - Carmen S. Tellez
- Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM, United States
| | - Sundaram Ramakrishnan
- Department of Surgery, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Steven A. Belinsky
- Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM, United States
| | - Siddappa N. Byrareddy
- Department of Pharmacology & Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, United States
| | - Shilpa Buch
- Department of Pharmacology & Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE, United States
| | - Hitendra S. Chand
- Department of Immunology and Nano-Medicine, Herbert Wertheim College of Medicine, Florida International University, Miami, FL, United States
| | - Mohan Sopori
- Respiratory Immunology Division, Lovelace Respiratory Research Institute, Albuquerque, NM, United States
| |
Collapse
|
5
|
Junqueira DM, Wilkinson E, Vallari A, Deng X, Achari A, Yu G, McArthur C, Kaptue L, Mbanya D, Chiu C, Cloherty GA, de Oliveira T, Rodgers MA. New Genomes from the Congo Basin Expand History of CRF01_AE Origin and Dissemination. AIDS Res Hum Retroviruses 2020; 36:574-582. [PMID: 32281388 PMCID: PMC7398440 DOI: 10.1089/aid.2020.0031] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
Although the first HIV circulating recombinant form (CRF01_AE) is the predominant strain in many Asian countries, it is uncommonly found in the Congo Basin from where it first originated. To fill the gap in the evolutionary history of this important strain, we sequenced near complete genomes from HIV samples with subgenomic CRF01_AE regions collected in Cameroon and the Democratic Republic of the Congo from 2001 to 2006. HIV genomes were generated from N = 13 plasma specimens by next-generation sequencing of metagenomic libraries prepared with spiked primers targeting HIV, followed by Sanger gap-filling. Genome sequences were aligned to reference strains, including Asian and African CRF01_AE sequences, and evaluated by phylogenetic and recombinant analysis to identify four CRF01_AE strains from Cameroon. We also identified two CRF02, one CRF27, and six unique recombinant form genomes (01|A1|G, 01|02|F|U, F|G|01, A1|D|01, F|G|01, and A1|G|01). Phylogenetic analysis, including the four new African CRF01_AE genomes, placed these samples as a bridge between basal Central African Republic CRF01_AE strains and all Asian, European, and American CRF01_AE strains. Molecular dating confirmed previous estimates indicating that the most recent common CRF01_AE ancestor emerged in the early 1970s (1968–1970) and spread beyond Africa around 1980 to Asia. The new sequences and analysis presented in this study expand the molecular history of the CRF01_AE clade, and are illustrated in an interactive Next Strain phylogenetic tree, map, and timeline at (https://nextstrain.org/community/EduanWilkinson/hiv-1_crf01).
Collapse
Affiliation(s)
- Dennis Maletich Junqueira
- Centro Universitário Ritter dos Reis-UniRitter, Porto Alegre, Brazil
- KwaZulu-Natal Research Innovation Sequencing Platform (KRISP), University of KwaZulu-Natal, Durban, Republic of South Africa
- School of Laboratory Medicine and Medical Science, College of Health Sciences, University of KwaZulu-Natal, Durban, Republic of South Africa
| | - Eduan Wilkinson
- KwaZulu-Natal Research Innovation Sequencing Platform (KRISP), University of KwaZulu-Natal, Durban, Republic of South Africa
- School of Laboratory Medicine and Medical Science, College of Health Sciences, University of KwaZulu-Natal, Durban, Republic of South Africa
| | - Ana Vallari
- Abbott Diagnostics, Infectious Disease Research, Abbott Park, Illinois, USA
| | - Xianding Deng
- Department of Laboratory Medicine, University of California, San Francisco, California, USA
- UCSF-Abbott Viral Diagnostics and Discovery Center, San Francisco, California, USA
| | - Asmeeta Achari
- Department of Laboratory Medicine, University of California, San Francisco, California, USA
- UCSF-Abbott Viral Diagnostics and Discovery Center, San Francisco, California, USA
| | - Guixia Yu
- Department of Laboratory Medicine, University of California, San Francisco, California, USA
- UCSF-Abbott Viral Diagnostics and Discovery Center, San Francisco, California, USA
| | - Carole McArthur
- School of Dentistry and School of Medicine, University of Missouri-Kansas City, Kansas City, Missouri, USA
| | | | - Dora Mbanya
- Université de Yaoundé I, Yaoundé, Cameroon
- University of Bamenda, Bamenda, Cameroon
| | - Charles Chiu
- Department of Laboratory Medicine, University of California, San Francisco, California, USA
- UCSF-Abbott Viral Diagnostics and Discovery Center, San Francisco, California, USA
- Division of Infectious Diseases, Department of Medicine, University of California, San Francisco, California, USA
| | - Gavin A. Cloherty
- Abbott Diagnostics, Infectious Disease Research, Abbott Park, Illinois, USA
| | - Tulio de Oliveira
- KwaZulu-Natal Research Innovation Sequencing Platform (KRISP), University of KwaZulu-Natal, Durban, Republic of South Africa
- School of Laboratory Medicine and Medical Science, College of Health Sciences, University of KwaZulu-Natal, Durban, Republic of South Africa
- Research Department of Infection, University College London, London, United Kingdom
| | - Mary A. Rodgers
- Abbott Diagnostics, Infectious Disease Research, Abbott Park, Illinois, USA
| |
Collapse
|
6
|
Mohamed YS, Borthwick NJ, Moyo N, Murakoshi H, Akahoshi T, Siliquini F, Hannoun Z, Crook A, Hayes P, Fast PE, Mutua G, Jaoko W, Silva-Arrieta S, Llano A, Brander C, Takiguchi M, Hanke T. Specificity of CD8 + T-Cell Responses Following Vaccination with Conserved Regions of HIV-1 in Nairobi, Kenya. Vaccines (Basel) 2020; 8:E260. [PMID: 32485938 PMCID: PMC7349992 DOI: 10.3390/vaccines8020260] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Revised: 05/20/2020] [Accepted: 05/25/2020] [Indexed: 01/08/2023] Open
Abstract
Sub-Saharan Africa carries the biggest burden of the human immunodeficiency virus type 1 (HIV-1)/AIDS epidemic and is in an urgent need of an effective vaccine. CD8+ T cells are an important component of the host immune response to HIV-1 and may need to be harnessed if a vaccine is to be effective. CD8+ T cells recognize human leukocyte antigen (HLA)-associated viral epitopes and the HLA alleles vary significantly among different ethnic groups. It follows that definition of HIV-1-derived peptides recognized by CD8+ T cells in the geographically relevant regions will critically guide vaccine development. Here, we study fine details of CD8+ T-cell responses elicited in HIV-1/2-uninfected individuals in Nairobi, Kenya, who received a candidate vaccine delivering conserved regions of HIV-1 proteins called HIVconsv. Using 10-day cell lines established by in vitro peptide restimulation of cryopreserved PBMC and stably HLA-transfected 721.221/C1R cell lines, we confirm experimentally many already defined epitopes, for a number of epitopes we define the restricting HLA molecule(s) and describe four novel HLA-epitope pairs. We also identify specific dominance patterns, a promiscuous T-cell epitope and a rescue of suboptimal T-cell epitope induction in vivo by its functional variant, which all together inform vaccine design.
Collapse
Affiliation(s)
- Yehia S. Mohamed
- The Jenner Institute, University of Oxford, Oxford OX3 7DQ, UK; (Y.S.M.); (N.J.B.); (N.M.); (F.S.); (Z.H.); (A.C.)
- Department of Microbiology and Immunology, Faculty of Pharmacy, Al-Azhar University, Cairo 11823, Egypt
| | - Nicola J. Borthwick
- The Jenner Institute, University of Oxford, Oxford OX3 7DQ, UK; (Y.S.M.); (N.J.B.); (N.M.); (F.S.); (Z.H.); (A.C.)
| | - Nathifa Moyo
- The Jenner Institute, University of Oxford, Oxford OX3 7DQ, UK; (Y.S.M.); (N.J.B.); (N.M.); (F.S.); (Z.H.); (A.C.)
| | - Hayato Murakoshi
- Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto 860-0811, Japan; (H.M.); (T.A.); (M.T.)
| | - Tomohiro Akahoshi
- Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto 860-0811, Japan; (H.M.); (T.A.); (M.T.)
| | - Francesca Siliquini
- The Jenner Institute, University of Oxford, Oxford OX3 7DQ, UK; (Y.S.M.); (N.J.B.); (N.M.); (F.S.); (Z.H.); (A.C.)
| | - Zara Hannoun
- The Jenner Institute, University of Oxford, Oxford OX3 7DQ, UK; (Y.S.M.); (N.J.B.); (N.M.); (F.S.); (Z.H.); (A.C.)
| | - Alison Crook
- The Jenner Institute, University of Oxford, Oxford OX3 7DQ, UK; (Y.S.M.); (N.J.B.); (N.M.); (F.S.); (Z.H.); (A.C.)
| | - Peter Hayes
- International AIDS Vaccine Initiative IAVI-Human Immunology Laboratory, Imperial College London, London SW10 9NH, UK;
| | - Patricia E. Fast
- International AIDS Vaccine Initiative-New York, New York, NY 10004, USA;
| | - Gaudensia Mutua
- KAVI-Institute of Clinical Research, University of Nairobi, Nairobi 19676 00202, Kenya; (G.M.); (W.J.)
| | - Walter Jaoko
- KAVI-Institute of Clinical Research, University of Nairobi, Nairobi 19676 00202, Kenya; (G.M.); (W.J.)
| | - Sandra Silva-Arrieta
- IrsiCaixa AIDS Research Institute-HIVACAT, Hospital Universitari Germans Trias i Pujol, 08916 Barcelona, Spain; (S.S.-A.); (A.L.); (C.B.)
| | - Anuska Llano
- IrsiCaixa AIDS Research Institute-HIVACAT, Hospital Universitari Germans Trias i Pujol, 08916 Barcelona, Spain; (S.S.-A.); (A.L.); (C.B.)
| | - Christian Brander
- IrsiCaixa AIDS Research Institute-HIVACAT, Hospital Universitari Germans Trias i Pujol, 08916 Barcelona, Spain; (S.S.-A.); (A.L.); (C.B.)
- Faculty of Medicine, Universitat de Vic-Central de Catalunya (UVic-UCC), 08500 Vic, Spain
- Catalan Institution for Research and Advanced Studies (ICREA), 08010 Barcelona, Spain
| | - Masafumi Takiguchi
- Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto 860-0811, Japan; (H.M.); (T.A.); (M.T.)
| | - Tomáš Hanke
- The Jenner Institute, University of Oxford, Oxford OX3 7DQ, UK; (Y.S.M.); (N.J.B.); (N.M.); (F.S.); (Z.H.); (A.C.)
- Joint Research Center for Human Retrovirus Infection, Kumamoto University, Kumamoto 860-0811, Japan; (H.M.); (T.A.); (M.T.)
| |
Collapse
|
7
|
Prevalence of Cognitive Impairment and Its Predictors among HIV/AIDS Patients on Antiretroviral Therapy in Jimma University Medical Center, Southwest Ethiopia. PSYCHIATRY JOURNAL 2019; 2019:8306823. [PMID: 31001550 PMCID: PMC6436374 DOI: 10.1155/2019/8306823] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/05/2019] [Revised: 02/09/2019] [Accepted: 02/24/2019] [Indexed: 11/18/2022]
Abstract
Background Cognitive impairment among human immunodeficiency virus (HIV) infected patients can lead to treatment nonadherence, faster progression of the illness, disability, and bed ridden state if we fail to detect it early. However, there is scarcity of previous published studies in Ethiopia on the assessment of cognitive impairment among HIV-positive patients. Hence, this study aimed to determine the prevalence and associated factors of cognitive impairment among HIV-positive patients receiving antiretroviral therapy (ART) at Jimma University Medical Center, Ethiopia. Methods Hospital-based cross-sectional study was conducted among 328 HIV-positive patients attending Jimma University Medical Center, Ethiopia. Data were collected from a face-to-face interview and review of medical records using semistructured questionnaire. Validated International HIV Dementia Scale (IHDS) was used to screen for cognitive impairment. Data was analyzed using SPSS version 20. Results A total of 328 (191 females and 137 males) HIV-positive patients were included in the study with a response rate of 97.04%. The prevalence of cognitive impairment among HIV-positive patients was 35.7%. Factors significantly associated with cognitive impairment were age group of 41-64 years (adjusted odds ratio [AOR] = 3.1, 95% confidence interval [CI] (1.3, 7.4)], plasma HIV-1 RNA load between 1.7log10 and 3log10 copies/ml [AOR = 2.2, 95% CI (1.1,4.3)] and ≥ 3log10 copies/ml [AOR = 7.5, 95% CI (2.6, 21.5)], khat chewing [AOR = 4.4, 95% CI (2.3, 8.3)], and clinical stage III of the disease [AOR = 5.6, 95% CI (1.7, 19.2)]. Conclusion Despite the use of ART, the burden of cognitive impairment among HIV patients was high. Older age, khat chewing, advanced stage of the disease, and higher viral load were the independent factors associated with cognitive impairment. Thus, continuous screening of cognitive impairment, identification of the possible risk factors, and proper management strategy should be designed.
Collapse
|
8
|
Hassan AS, Esbjörnsson J, Wahome E, Thiong’o A, Makau GN, Price MA, Sanders EJ. HIV-1 subtype diversity, transmission networks and transmitted drug resistance amongst acute and early infected MSM populations from Coastal Kenya. PLoS One 2018; 13:e0206177. [PMID: 30562356 PMCID: PMC6298690 DOI: 10.1371/journal.pone.0206177] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Accepted: 10/08/2018] [Indexed: 11/21/2022] Open
Abstract
Background HIV-1 molecular epidemiology amongst men who have sex with men (MSM) in sub-Saharan Africa remains not well characterized. We aimed to determine HIV-1 subtype distribution, transmission clusters and transmitted drug resistance (TDR) in acute and early infected MSM from Coastal Kenya. Methods Analysis of HIV-1 partial pol sequences from MSM recruited 2005–2017 and sampled within six months of the estimated date of infection. Volunteers were classified as men who have sex with men exclusively (MSME) or with both men and women (MSMW). HIV-1 subtype and transmission clusters were determined by maximum-likelihood phylogenetics. TDR mutations were determined using the Stanford HIV drug resistance database. Results Of the 97 volunteers, majority (69%) were MSMW; 74%, 16%, 9% and 1% had HIV-1 subtypes A1, D, C or G, respectively. Overall, 65% formed transmission clusters, with substantial mixing between MSME and MSMW. Majority of volunteer sequences were either not linked to any reference sequence (56%) or clustered exclusively with sequences of Kenyan origin (19%). Eight (8% [95% CI: 4–16]) had at least one TDR mutation against nucleoside (n = 2 [2%]) and/or non-nucleoside (n = 7 [7%]) reverse transcriptase inhibitors. The most prevalent TDR mutation was K103N (n = 5), with sequences forming transmission clusters of two and three taxa each. There were no significant differences in HIV-1 subtype distribution and TDR between MSME and MSMW. Conclusions This HIV-1 MSM epidemic was predominantly sub-subtype A1, of Kenyan origin, with many transmission clusters and having intermediate level of TDR. Targeted HIV-1 prevention, early identification and care interventions are warranted to break the transmission cycle amongst MSM from Coastal Kenya.
Collapse
Affiliation(s)
- Amin S. Hassan
- KEMRI/Wellcome Trust Research Programme, Kilifi, Kenya
- Lund University, Lund, Sweden
- * E-mail:
| | | | | | | | - George N. Makau
- KEMRI/Wellcome Trust Research Programme, Kilifi, Kenya
- Lund University, Lund, Sweden
| | - Mathew A. Price
- International AIDS Vaccine Initiative, New York, New York, United States of America
- Department of Epidemiology and Biostatistics, University of California at San Francisco, San Francisco, California, United States of America
| | - Eduard J. Sanders
- KEMRI/Wellcome Trust Research Programme, Kilifi, Kenya
- Oxford University, Oxford, United Kingdom
| |
Collapse
|
9
|
HIV-1 genetic diversity, geographical linkages and antiretroviral drug resistance among individuals from Pakistan. Arch Virol 2017; 163:33-40. [PMID: 28942522 DOI: 10.1007/s00705-017-3564-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2017] [Accepted: 08/30/2017] [Indexed: 11/27/2022]
Abstract
Worldwide antiretroviral therapy (ART) has reduced the mortality and morbidity rates in individuals with HIV infection. However, the increasing occurrence of drug resistance is limiting treatment options. In recent years, Pakistan has witnessed a concentrated epidemic of HIV. It is very important to identify geographical linkages and mutations that generate selective pressure and drive resistance of HIV in our population. The aim of this work was to identify genetic diversity and drug resistance patterns of HIV in Pakistan, using available sequences and bioinformatics tools, which may help in selecting effective combination of available drugs. A total of 755 Pakistani HIV gag, pol and env sequences were retrieved from the Los Alamos HIV database. Sequences were aligned with reference sequences of different subtypes. For geographical linkages, sequences of predominant subtypes were aligned with sequences of the same subtypes from different countries. Phylogenetic trees were constructed using the maximum-likelihood method in MEGA 7 software. For drug resistance analysis, sequences were entered into the Stanford University HIV Drug Resistance Database. Phylogenetic trees for studying genetic diversity showed that 82% of the sequences were of subtype A, while the rest of the sequences were of subtypes B (9.5%), K (2%), D (2%) and AE (1%). Moreover, trees that were constructed to examine geographical linkages showed close clustering of strains with those of the neighboring countries Afghanistan and India, as well as some African countries. A search for drug resistance mutations showed that 93% of the sequences had no major or minor mutations. The remaining 7% of the sequences contained a major mutation, Y115F, which causes the virus to exhibit low to intermediate resistance against lamivudine and emtricitabine. Our data indicate that HIV subtype A is the major subtype, while subtypes K, D and AE are also present in our country, suggesting gradual viral evolution and possible entry of different subtypes from neighboring countries. These data suggest that HIV is still sensitive to most of the antiretroviral drugs used in Pakistan.
Collapse
|
10
|
Kim AA, Parekh BS, Umuro M, Galgalo T, Bunnell R, Makokha E, Dobbs T, Murithi P, Muraguri N, De Cock KM, Mermin J. Identifying Risk Factors for Recent HIV Infection in Kenya Using a Recent Infection Testing Algorithm: Results from a Nationally Representative Population-Based Survey. PLoS One 2016; 11:e0155498. [PMID: 27195800 PMCID: PMC4873043 DOI: 10.1371/journal.pone.0155498] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2015] [Accepted: 05/01/2016] [Indexed: 11/25/2022] Open
Abstract
INTRODUCTION A recent infection testing algorithm (RITA) that can distinguish recent from long-standing HIV infection can be applied to nationally representative population-based surveys to characterize and identify risk factors for recent infection in a country. MATERIALS AND METHODS We applied a RITA using the Limiting Antigen Avidity Enzyme Immunoassay (LAg) on stored HIV-positive samples from the 2007 Kenya AIDS Indicator Survey. The case definition for recent infection included testing recent on LAg and having no evidence of antiretroviral therapy use. Multivariate analysis was conducted to determine factors associated with recent and long-standing infection compared to HIV-uninfected persons. All estimates were weighted to adjust for sampling probability and nonresponse. RESULTS Of 1,025 HIV-antibody-positive specimens, 64 (6.2%) met the case definition for recent infection and 961 (93.8%) met the case definition for long-standing infection. Compared to HIV-uninfected individuals, factors associated with higher adjusted odds of recent infection were living in Nairobi (adjusted odds ratio [AOR] 11.37; confidence interval [CI] 2.64-48.87) and Nyanza (AOR 4.55; CI 1.39-14.89) provinces compared to Western province; being widowed (AOR 8.04; CI 1.42-45.50) or currently married (AOR 6.42; CI 1.55-26.58) compared to being never married; having had ≥ 2 sexual partners in the last year (AOR 2.86; CI 1.51-5.41); not using a condom at last sex in the past year (AOR 1.61; CI 1.34-1.93); reporting a sexually transmitted infection (STI) diagnosis or symptoms of STI in the past year (AOR 1.97; CI 1.05-8.37); and being aged <30 years with: 1) HSV-2 infection (AOR 8.84; CI 2.62-29.85), 2) male genital ulcer disease (AOR 8.70; CI 2.36-32.08), or 3) lack of male circumcision (AOR 17.83; CI 2.19-144.90). Compared to HIV-uninfected persons, factors associated with higher adjusted odds of long-standing infection included living in Coast (AOR 1.55; CI 1.04-2.32) and Nyanza (AOR 2.33; CI 1.67-3.25) provinces compared to Western province; being separated/divorced (AOR 1.87; CI 1.16-3.01) or widowed (AOR 2.83; CI 1.78-4.45) compared to being never married; having ever used a condom (AOR 1.61; CI 1.34-1.93); and having a STI diagnosis or symptoms of STI in the past year (AOR 1.89; CI 1.20-2.97). Factors associated with lower adjusted odds of long-standing infection included using a condom at last sex in the past year (AOR 0.47; CI 0.36-0.61), having no HSV2-infection at aged <30 years (AOR 0.38; CI 0.20-0.75) or being an uncircumcised male aged <30 years (AOR 0.30; CI 0.15-0.61). CONCLUSION We identified factors associated with increased risk of recent and longstanding HIV infection using a RITA applied to blood specimens collected in a nationally representative survey. Though some false-recent cases may have been present in our sample, the correlates of recent infection identified were epidemiologically and biologically plausible. These methods can be used as a model for other countries with similar epidemics to inform targeted combination prevention strategies aimed to drastically decrease new infections in the population.
Collapse
Affiliation(s)
- Andrea A. Kim
- US Centers for Disease Control and Prevention (CDC), Center for Global Health (CGH), Division of Global HIV and Tuberculosis (DGHT), Nairobi, Kenya
| | | | - Mamo Umuro
- Kenya Ministry of Health, National Public Health Laboratory Services, Nairobi, Kenya
| | - Tura Galgalo
- Kenya Ministry of Health, National Public Health Laboratory Services, Nairobi, Kenya
| | - Rebecca Bunnell
- US Centers for Disease Control and Prevention (CDC), Center for Global Health (CGH), Division of Global HIV and Tuberculosis (DGHT), Nairobi, Kenya
| | - Ernest Makokha
- US Centers for Disease Control and Prevention (CDC), Center for Global Health (CGH), Division of Global HIV and Tuberculosis (DGHT), Nairobi, Kenya
| | - Trudy Dobbs
- US CDC, CGH, DGHT, Atlanta, Georgia, United States of America
| | - Patrick Murithi
- Kenya Ministry of Health, National AIDS Control Council, Nairobi, Kenya
| | - Nicholas Muraguri
- Kenya Ministry of Health, National AIDS and STI Control Programme, Nairobi, Kenya
| | | | | | | |
Collapse
|
11
|
Hait SH, Soares EA, Sprinz E, Arthos J, Machado ES, Soares MA. Worldwide Genetic Features of HIV-1 Env α4β7 Binding Motif: The Local Dissemination Impact of the LDI Tripeptide. J Acquir Immune Defic Syndr 2016; 70:463-71. [PMID: 26569174 DOI: 10.1097/qai.0000000000000802] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND HIV-1 gp120 binds to integrin α4β7, a homing receptor of lymphocytes to gut-associated lymphoid tissues. This interaction is mediated by the LDI/V tripeptide encoded in the V2-loop. This tripeptide mimics similar motifs in mucosal addressin cellular adhesion molecule (MAdCAM) and vascular CAM (VCAM), the natural ligands of α4β7. In this study, we explored the association of V2-loop LDI/V mimotopes with transmission routes and patterns of disease progression in HIV-infected adult and pediatric patients. HIV-1 env sequences available in the Los Alamos HIV Sequence database were included in the analyses. METHODS HIV-1 V2-loop sequences generated from infected adults and infants from South and Southeast Brazil, and also retrieved from the Los Alamos database, were assessed for α4β7 binding tripeptide composition. Chi-Square/Fisher Exact test and Mann Whitney U test were used for tripeptide comparisons. Shannon entropy was assessed for conservancy of the α4β7 tripeptide mimotope. RESULTS We observed no association between the tripeptide composition or conservation and virus transmission route or disease progression. However, LDI was linked to successful epidemic dissemination of HIV-1 subtype C in South America, and further to other expanding non-B subtypes in Europe and Asia. In Africa, subtypes showing increased LDV prevalence evidenced an ongoing process of selection toward LDI expansion, an observation also extended to subtype B in the Americas and Western Europe. CONCLUSIONS The V2-loop LDI mimotope was conserved in HIV-1C from South America and other expanding subtypes across the globe, which suggests that LDI may promote successful dissemination of HIV at local geographic levels by means of increased transmission fitness.
Collapse
Affiliation(s)
- Sabrina H Hait
- *Departamento de Genética, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil; †Programa de Oncovirologia, Instituto Nacional de Câncer, Rio de Janeiro, Brazil; ‡Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Rio Grande do Sul, Brazil; §Laboratory of Immune Regulation, National Institutes of Health, Bethesda, MD; and ‖Instituto de Puericultura e Pediatria Martagão Gesteira, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | | | | | | |
Collapse
|
12
|
Zeh C, Inzaule SC, Ondoa P, Nafisa LG, Kasembeli A, Otieno F, Vandenhoudt H, Amornkul PN, Mills LA, Nkengasong JN. Molecular Epidemiology and Transmission Dynamics of Recent and Long-Term HIV-1 Infections in Rural Western Kenya. PLoS One 2016; 11:e0147436. [PMID: 26871567 PMCID: PMC4752262 DOI: 10.1371/journal.pone.0147436] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2015] [Accepted: 01/03/2016] [Indexed: 11/18/2022] Open
Abstract
Objective To identify unique characteristics of recent versus established HIV infections and describe sexual transmission networks, we characterized circulating HIV-1 strains from two randomly selected populations of ART-naïve participants in rural western Kenya. Methods Recent HIV infections were identified by the HIV-1 subtype B, E and D, immunoglobulin G capture immunoassay (IgG BED-CEIA) and BioRad avidity assays. Genotypic and phylogenetic analyses were performed on the pol gene to identify transmitted drug resistance (TDR) mutations, characterize HIV subtypes and potential transmission clusters. Factors associated with recent infection and clustering were assessed by logistic regression. Results Of the 320 specimens, 40 (12.5%) were concordantly identified by the two assays as recent infections. Factors independently associated with being recently infected were age ≤19 years (P = 0.001) and history of sexually transmitted infections (STIs) in the past six months (P = 0.004). HIV subtype distribution differed in recently versus chronically infected participants, with subtype A observed among 53% recent vs. 68% chronic infections (p = 0.04) and subtype D among 26% recent vs. 12% chronic infections (p = 0.012). Overall, the prevalence of primary drug resistance was 1.16%. Of the 258 sequences, 11.2% were in monophyletic clusters of between 2–4 individuals. In multivariate analysis factors associated with clustering included having recent HIV infection P = 0.043 and being from Gem region P = 0.002. Conclusions Recent HIV-1 infection was more frequent among 13–19 year olds compared with older age groups, underscoring the ongoing risk and susceptibility of younger persons for acquiring HIV infection. Our findings also provide evidence of sexual networks. The association of recent infections with clustering suggests that early infections may be contributing significant proportions of onward transmission highlighting the need for early diagnosis and treatment as prevention for ongoing prevention. Larger studies are needed to better understand the structure of these networks and subsequently implement and evaluate targeted interventions.
Collapse
Affiliation(s)
- Clement Zeh
- US Centers for Disease Control and Prevention, Division of HIV/AIDS Prevention (CDC), Kisumu, Kenya
- * E-mail:
| | - Seth C. Inzaule
- Kenya Medical Research Institute (KEMRI)/CDC Research and Public Health Collaboration, Kisumu Field Research Station, Kisumu, Kenya
- Amsterdam Institute of Global Health and Development (AIGHD), Department of Global Health of the Academic Medical Center, Amsterdam, The Netherlands
| | - Pascale Ondoa
- Amsterdam Institute of Global Health and Development (AIGHD), Department of Global Health of the Academic Medical Center, Amsterdam, The Netherlands
| | - Lillian G. Nafisa
- Kenya Medical Research Institute (KEMRI)/CDC Research and Public Health Collaboration, Kisumu Field Research Station, Kisumu, Kenya
| | - Alex Kasembeli
- Kenya Medical Research Institute (KEMRI)/CDC Research and Public Health Collaboration, Kisumu Field Research Station, Kisumu, Kenya
| | - Fredrick Otieno
- Kenya Medical Research Institute (KEMRI)/CDC Research and Public Health Collaboration, Kisumu Field Research Station, Kisumu, Kenya
| | | | - Pauli N. Amornkul
- US Centers for Disease Control and Prevention, Division of HIV/AIDS Prevention (CDC), Kisumu, Kenya
| | - Lisa A. Mills
- US Centers for Disease Control and Prevention, Division of HIV/AIDS Prevention (CDC), Kisumu, Kenya
- Kenya Medical Research Institute (KEMRI)/CDC Research and Public Health Collaboration, Kisumu Field Research Station, Kisumu, Kenya
| | - John N. Nkengasong
- Division of Global HIV and Tuberculosis, Center for Global Health, CDC Atlanta, Georgia, United States of America
| |
Collapse
|
13
|
Comparison of HIV-1 nef and gag Variations and Host HLA Characteristics as Determinants of Disease Progression among HIV-1 Vertically Infected Kenyan Children. PLoS One 2015; 10:e0137140. [PMID: 26317223 PMCID: PMC4552823 DOI: 10.1371/journal.pone.0137140] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2015] [Accepted: 08/12/2015] [Indexed: 01/01/2023] Open
Abstract
OBJECTIVES Disease progression varies among HIV-1-infected individuals. The present study aimed to explore possible viral and host factors affecting disease progression in HIV-1-infected children. METHODS Since 2000, 102 HIV-1 vertically-infected children have been followed-up in Kenya. Here we studied 29 children (15 male/14 female) who started antiretroviral treatment at <5 years of age (rapid progressors; RP), and 32 (17 male/15 female) who started at >10 years of age (slow progressors; SP). Sequence variations in the HIV-1 gag and nef genes and the HLA class I-related epitopes were compared between the two groups. RESULTS Based on nef sequences, HIV-1 subtypes A1/D were detected in 62.5%/12.5% of RP and 66.7%/20% of SP, with no significant difference in subtype distribution between groups (p = 0.8). In the ten Nef functional domains, only the PxxP3 region showed significantly greater variation in RP (33.3%) than SP (7.7%, p = 0.048). Gag sequences did not significantly differ between groups. The reportedly protective HLA-A alleles, A*74:01, A*32:01 and A*26, were more commonly observed in SP (50.0%) than RP (11.1%, p = 0.010), whereas the reportedly disease-susceptible HLA-B*45:01 was more common in RP (33.3%) than SP (7.4%, p = 0.045). Compared to RP, SP showed a significantly higher median number of predicted HLA-B-related 12-mer epitopes in Nef (3 vs. 2, p = 0.037), HLA-B-related 11-mer epitopes in Gag (2 vs. 1, p = 0.029), and HLA-A-related 9-mer epitopes in Gag (4 vs. 1, p = 0.051). SP also had fewer HLA-C-related epitopes in Nef (median 4 vs. 5, p = 0.046) and HLA-C-related 11-mer epitopes in Gag (median 1 vs. 1.5, p = 0.044) than RP. CONCLUSIONS Compared to rapid progressors, slow progressors had more protective HLA-A alleles and more HLA-B-related epitopes in both the Nef and Gag proteins. These results suggest that the host factor HLA plays a stronger role in disease progression than the Nef and Gag sequence variations in HIV-1-infected Kenyan children.
Collapse
|
14
|
Abstract
Objective The aim of this study was to examine the course of time-dependent evolution of HIV-1 subtype A on a global level, especially with respect to the dynamics of immunogenic HIV gag epitopes. Methods We used a total of 1,893 HIV-1 subtype A gag sequences representing a timeline from 1985 through 2010, and 19 different countries in Africa, Europe and Asia. The phylogenetic relationship of subtype A gag and its epidemic dynamics was analysed through a Maximum Likelihood tree and Bayesian Skyline plot, genomic variability was measured in terms of G→A substitutions and Shannon entropy, and the time-dependent evolution of HIV subtype A gag epitopes was examined. Finally, to confirm observations on globally reported HIV subtype A sequences, we analysed the gag epitope data from our Kenyan, Pakistani, and Afghan cohorts, where both cohort-specific gene epitope variability and HLA restriction profiles of gag epitopes were examined. Results The most recent common ancestor of the HIV subtype A epidemic was estimated to be 1956±1. A period of exponential growth began about 1980 and lasted for approximately 7 years, stabilized for 15 years, declined for 2–3 years, then stabilized again from about 2004. During the course of evolution, a gradual increase in genomic variability was observed that peaked in 2005–2010. We observed that the number of point mutations and novel epitopes in gag also peaked concurrently during 2005–2010. Conclusion It appears that as the HIV subtype A epidemic spread globally, changing population immunogenetic pressures may have played a role in steering immune-evolution of this subtype in new directions. This trend is apparent in the genomic variability and epitope diversity of HIV-1 subtype A gag sequences.
Collapse
|
15
|
Abidi SH, Shahid A, Lakhani LS, Shah R, Okinda N, Ojwang P, Abbas F, Rowland-Jones S, Ali S. HIV-1 progression links with viral genetic variability and subtype, and patient's HLA type: analysis of a Nairobi-Kenyan cohort. Med Microbiol Immunol 2013; 203:57-63. [PMID: 24142198 DOI: 10.1007/s00430-013-0314-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2013] [Accepted: 09/16/2013] [Indexed: 12/19/2022]
Abstract
In a Nairobi-Kenyan cohort of 50 HIV-1 positive patients, we analysed the prevalence of HIV-1 subtypes and human leucocyte antigen (HLA) alleles. From this cohort, 33 patients were selected for the analysis of HIV-1 infection progression markers (i.e. CD4 cell counts and viral loads) and their association with HIV-1 genetic variability and subtype, and patient's HLA type. HIV-1 gag genetic variability, analysed using bioinformatics tools, showed an inverse relationship with CD4 cell count whereas with viral load that relationship was direct. Certain HLA types and viral subtypes were also found to associate with patients' viral load. Associations between disease parameters and the genetic makeup of the host and virus may be crucial in determining the outcome of HIV-1 infection.
Collapse
Affiliation(s)
- Syed Hani Abidi
- Department of Biological and Biomedical Sciences, Aga Khan University, P.O. Box 3500, Karachi, 74800, Pakistan
| | | | | | | | | | | | | | | | | |
Collapse
|
16
|
Abidi SH, Shahid A, Lakhani LS, Khanani MR, Ojwang P, Okinda N, Shah R, Abbas F, Rowland-Jones S, Ali S. Population-specific evolution of HIV Gag epitopes in genetically diverged patients. INFECTION GENETICS AND EVOLUTION 2013; 16:78-86. [PMID: 23403357 DOI: 10.1016/j.meegid.2013.02.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2012] [Revised: 01/30/2013] [Accepted: 02/03/2013] [Indexed: 10/27/2022]
Abstract
BACKGROUND Under the host selection pressure HIV evolves rapidly to override crucial steps in the antigen presentation pathway. This allows the virus to escape binding and recognition by cytotoxic T lymphocytes. Selection pressures on HIV can be unique depending on the immunogenetics of host populations. It is therefore logical to hypothesize that the virus evolving in a given population will carry signature mutations that will allow it to survive in that particular host milieu. OBJECTIVES The aim of this study was to perform a comparative analysis of HIV-1 Gag subtype A sequences from two genetically diverged populations, namely, Kenyan and Pakistani. We analyzed unique mutations that could intercept the antigen processing pathway and potentially change the repertoire of Gag epitopes in each study group. METHODS Twenty-nine Kenyan and 56 Pakistani samples from HIV-1 subtype A-infected patients were used in this study. The HIV-1 gag region p24 and p2p7p1p6 was sequenced and mutations affecting proteasomal degradation, TAP binding, HLA binding and CTL epitope generation, were analyzed using the in silico softwares NetChop and MAPPP, TAPPred, nHLAPred and CTLPred, respectively. RESULTS Certain mutations unique to either Pakistani or Kenyan patients were observed to affect sites for proteasomal degradation, TAP binding, and HLA binding. As a consequence of these mutations, epitope pattern in these populations was altered. CONCLUSION Unique selection pressures can steer the direction of viral epitope evolution in the host populations. Population-specific HIV epitopes have to be taken into account while designing treatment as well as vaccine for HIV.
Collapse
Affiliation(s)
- Syed H Abidi
- Department of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan
| | | | | | | | | | | | | | | | | | | |
Collapse
|
17
|
Baalwa J, Wang S, Parrish NF, Decker JM, Keele BF, Learn GH, Yue L, Ruzagira E, Ssemwanga D, Kamali A, Amornkul PN, Price MA, Kappes JC, Karita E, Kaleebu P, Sanders E, Gilmour J, Allen S, Hunter E, Montefiori DC, Haynes BF, Cormier E, Hahn BH, Shaw GM. Molecular identification, cloning and characterization of transmitted/founder HIV-1 subtype A, D and A/D infectious molecular clones. Virology 2012; 436:33-48. [PMID: 23123038 DOI: 10.1016/j.virol.2012.10.009] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2012] [Revised: 09/25/2012] [Accepted: 10/05/2012] [Indexed: 11/18/2022]
Abstract
We report the molecular identification, cloning and initial biological characterization of 12 full-length HIV-1 subtype A, D and A/D recombinant transmitted/founder (T/F) genomes. T/F genomes contained intact canonical open reading frames and all T/F viruses were replication competent in primary human T-cells, although subtype D virus replication was more efficient (p<0.05). All 12 viruses utilized CCR5 but not CXCR4 as a co-receptor for entry and exhibited a neutralization profile typical of tier 2 primary virus strains, with significant differences observed between subtype A and D viruses with respect to sensitivity to monoclonal antibodies VRC01, PG9 and PG16 and polyclonal subtype C anti-HIV IgG (p<0.05 for each). The present report doubles the number of T/F HIV-1 clones available for pathogenesis and vaccine research and extends their representation to include subtypes A, B, C and D.
Collapse
Affiliation(s)
- Joshua Baalwa
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
18
|
Rusine J, Jurriaans S, van de Wijgert J, Cornelissen M, Kateera B, Boer K, Karita E, Mukabayire O, de Jong M, Ondoa P. Molecular and phylogeographic analysis of human immuno-deficiency virus type 1 strains infecting treatment-naive patients from Kigali, Rwanda. PLoS One 2012; 7:e42557. [PMID: 22905148 PMCID: PMC3419187 DOI: 10.1371/journal.pone.0042557] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2012] [Accepted: 07/09/2012] [Indexed: 01/18/2023] Open
Abstract
This study aimed at describing the genetic subtype distribution of HIV-1 strains circulating in Kigali and their epidemiological link with the HIV-1 strains from the five countries surrounding Rwanda. One hundred and thirty eight pol (RT and PR) sequences from 116 chronically- and 22 recently-infected antiretroviral therapy (ART)-naïve patients from Kigali were generated and subjected to HIV drug resistance (HIV-DR), phylogenetic and recombinant analyses in connection with 366 reference pol sequences from Rwanda, Burundi, Kenya, Democratic Republic of Congo, Tanzania and Uganda (Los Alamos database). Among the Rwandan samples, subtype A1 predominated (71.7%), followed by A1/C recombinants (18.1%), subtype C (5.8%), subtype D (2.9%), one A1/D recombinant (0.7%) and one unknown subtype (0.7%). Thirteen unique and three multiple A1/C recombinant forms were identified. No evidence for direct transmission events was found within the Rwandan strains. Molecular characteristics of HIV-1 were similar between chronically and recently-infected individuals and were not significantly associated with demographic or social factors. Our report suggests that the HIV-1 epidemic in Kigali is characterized by the emergence of A1/C recombinants and is not phylogenetically connected with the HIV-1 epidemic in the five neighboring countries. The relatively low level of transmitted HIV-DR mutations (2.9%) reported here indicates the good performance of the ART programme in Rwanda. However, the importance of promoting couples' counseling, testing and disclosure during HIV prevention strategies is highlighted.
Collapse
Affiliation(s)
- John Rusine
- National Reference Laboratory, Kigali, Rwanda
| | - Suzanne Jurriaans
- Laboratory of Virology, Department of Medical Microbiology, Academic Medical Center, University of Amsterdam, Amsterdam Institute for Global Health and Development (AIGHD), Amsterdam, The Netherlands
| | - Janneke van de Wijgert
- Department of Global Health, Academic Medical Center, University of Amsterdam, Amsterdam Institute for Global Health and Development (AIGHD), Amsterdam, The Netherlands
| | - Marion Cornelissen
- Laboratory of Virology, Department of Medical Microbiology, Academic Medical Center, University of Amsterdam, Amsterdam Institute for Global Health and Development (AIGHD), Amsterdam, The Netherlands
| | - Brenda Kateera
- Department of Global Health, Academic Medical Center, University of Amsterdam, Amsterdam Institute for Global Health and Development (AIGHD), Amsterdam, The Netherlands
- The Infectious Diseases Network for Treatment and Research in Africa (INTERACT) Project, Kigali, Rwanda
- Royal Tropical Institute (KIT), Biomedical Research, Epidemiology Unit, Amsterdam Institute for Global Health and Development (AIGHD), Amsterdam, The Netherlands
| | - Kimberly Boer
- Department of Global Health, Academic Medical Center, University of Amsterdam, Amsterdam Institute for Global Health and Development (AIGHD), Amsterdam, The Netherlands
- The Infectious Diseases Network for Treatment and Research in Africa (INTERACT) Project, Kigali, Rwanda
- Royal Tropical Institute (KIT), Biomedical Research, Epidemiology Unit, Amsterdam Institute for Global Health and Development (AIGHD), Amsterdam, The Netherlands
| | | | | | - Menno de Jong
- Laboratory of Virology, Department of Medical Microbiology, Academic Medical Center, University of Amsterdam, Amsterdam Institute for Global Health and Development (AIGHD), Amsterdam, The Netherlands
| | - Pascale Ondoa
- Department of Global Health, Academic Medical Center, University of Amsterdam, Amsterdam Institute for Global Health and Development (AIGHD), Amsterdam, The Netherlands
- * E-mail:
| |
Collapse
|
19
|
Correlation of partial env gene sequences with disease progression parameters in HIV-positive pregnant women from India. Med Microbiol Immunol 2012; 201:271-6. [PMID: 22274805 DOI: 10.1007/s00430-011-0226-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2011] [Accepted: 12/27/2011] [Indexed: 12/22/2022]
Abstract
Ever since the beginning of the epidemic of HIV, one of the poignant aspects of HIV infection is transmission of the virus from mother to child. It is not known whether pregnancy accelerates the progression of HIV infection from a clinically asymptomatic stage to a progressive clinical phase. Present study was carried out to understand disease progression in pregnant women from India. We studied co-receptor utilization (the major determinant of HIV disease progression), N-glycosylation sites, and sequence variability. Blood samples were collected from 25 HIV sero-positive patients, eleven from the antenatal risk group (experimental group), nine from heterosexual male, and five from heterosexual female risk group (control group). Partial env gene was amplified by PCR and sequenced. BLAST search and phylogenetic analysis were used to determine the subtype. The deduced amino acid sequence of the V3 region was used to predict co-receptor, determine sequence variability and N-glycosylation site. The experimental group comprising the antenatal risk group did not exhibit any difference in terms of co-receptor, N-glycosylation, and sequence variability when compared with the control, non-pregnant group. Pregnancy does not seem to accelerate the clinical course of HIV infection. The female body during the gestation phase possibly acquires certain strategies to impede or at least alleviate the disease progression during the crucial immune-compromised pregnancy phase, which would otherwise adversely affect the mother as well as the fetus during the infection.
Collapse
|
20
|
Prasad S, Singhal M, Negi SS, Gupta S, Singh S, Rawat DS, Rai A. Targeted detection of 65 kDa heat shock protein gene in endometrial biopsies for reliable diagnosis of genital tuberculosis. Eur J Obstet Gynecol Reprod Biol 2011; 160:215-8. [PMID: 22142816 DOI: 10.1016/j.ejogrb.2011.11.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2011] [Revised: 09/30/2011] [Accepted: 11/10/2011] [Indexed: 10/14/2022]
Abstract
OBJECTIVE To evaluate the clinical utility of PCR compared with other available diagnostic modalities in prompt diagnosis of female genital tuberculosis causing infertility. STUDY DESIGN Prospective case-controlled trial. Premenstrual endometrial biopsy specimens were collected from 150 infertile women of reproductive age group suspected of having genital tuberculosis. All patients underwent diagnostic endoscopy (laparoscopy and hysteroscopy) and the samples obtained were subjected to microscopy, culture by the BACTEC 460 TB System, histopathology and polymerase chain reaction (PCR) for detection of 165 bp region of 65 kDa gene of Mycobacterium tuberculosis. The results were correlated with the laparoscopic findings. RESULTS While the laparoscopy/hysteroscopy findings were indicative of tuberculosis in 12.6% of cases, 14.6% of the specimens showed evidence of 65 kDa gene of M. tuberculosis and only 3.33%, 1.33% and 0.66% were positive by culture, smear and histopathology, respectively. CONCLUSION Since laparoscopy, hysteroscopy other endoscopic procedures are associated with operative risks and may cause flaring of infection, and other conventional laboratory tests including histopathology have poor sensitivity, PCR-based detection of 65 kDa gene of M. tuberculosis in endometrial biopsy specimens could be a promising molecular diagnostic technique compared to conventional methods of diagnosis.
Collapse
Affiliation(s)
- Sudha Prasad
- IVF and Reproductive Biology Centre, Department of Obstetrics and Gynaecology, Maulana Azad Medical College, New Delhi 110002, India.
| | | | | | | | | | | | | |
Collapse
|
21
|
Khanani MR, Somani M, Rehmani SS, Veras NMC, Salemi M, Ali SH. The spread of HIV in Pakistan: bridging of the epidemic between populations. PLoS One 2011; 6:e22449. [PMID: 21799857 PMCID: PMC3143131 DOI: 10.1371/journal.pone.0022449] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2011] [Accepted: 06/22/2011] [Indexed: 11/19/2022] Open
Abstract
In the last two decades, ‘concentrated epidemics’ of human immunodeficiency virus (HIV) have established in several high risk groups in Pakistan, including Injecting Drug Users (IDUs) and among men who have sex with men (MSM). To explore the transmission patterns of HIV infection in these major high-risk groups of Pakistan, 76 HIV samples were analyzed from MSM, their female spouses and children, along with 26 samples from a previously studied cohort of IDUs. Phylogenetic analysis of HIV gag gene sequences obtained from these samples indicated a substantial degree of intermixing between the IDU and MSM populations, suggesting a bridging of HIV infection from IDUs, via MSM, to the MSM spouses and children. HIV epidemic in Pakistan is now spreading to the female spouses and offspring of bisexual MSM. HIV control and awareness programs must be refocused to include IDUs, MSM, as well as bisexual MSM, and their spouses and children.
Collapse
Affiliation(s)
- Muhammad R. Khanani
- Department of Microbiology, Dow University of Health Sciences, Karachi, Pakistan
| | - Mehreen Somani
- Department of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan
| | - Sadiq S. Rehmani
- Department of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan
| | - Nazle M. C. Veras
- Department of Pathology, Immunology and Laboratory Medicine, University of Florida College of Medicine and Emerging Pathogens Institute, Jacksonville, Florida, United States of America
| | - Marco Salemi
- Department of Pathology, Immunology and Laboratory Medicine, University of Florida College of Medicine and Emerging Pathogens Institute, Jacksonville, Florida, United States of America
| | - Syed H. Ali
- Department of Microbiology, Dow University of Health Sciences, Karachi, Pakistan
- Department of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan
- * E-mail:
| |
Collapse
|
22
|
Abstract
The current study was conducted to explore the origins of the HIV epidemics among the Afghan refugees in Pakistan and the native Afghans in Afghanistan. Phylogenetic analysis of HIV gag gene from 40 samples showed diverse HIV variants, originating from a number of countries. Intermixing of diverse HIV variants among Afghans may give rise to seeding of infections with rare HIV strains which may pose serious challenges for the treatment and control of infection.
Collapse
|
23
|
PATHARE SWAPNALIM, GERSTUNG MORITZ, BEERENWINKEL NIKO, SCHÄFFER ALEJANDROA, KANNAN SADHANA, PAI PRATHAMESH, PATHAK KALOK, BORGES ANITAM, MAHIMKAR MANOJB. Clinicopathological and prognostic implications of genetic alterations in oral cancers. Oncol Lett 2011; 2:445-451. [PMID: 21546976 PMCID: PMC3085881 DOI: 10.3892/ol.2011.271] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2010] [Accepted: 02/17/2011] [Indexed: 11/05/2022] Open
Abstract
This study evaluated the clinicopathological and prognostic implications of genetic alterations characterizing oral squamous cell carcinoma(OSCC). Comparative genomic hybridization(CGH) was used to identify chromosomal alterations present in primary OSCCs obtained from 97 pateints. In this population, tobacco use was a significant risk factor for OSCC. By contrast, all 97 of our samples are negative for human papillomavirus (HPV) DNA integration, which is another known risk factor for OSCC in certain populations. Results of the Fisher's exact test followed by Benjamini-Hochberg correction for multiple testing, showed a correlation of 7p gain and 8p loss with node-positive OSCC (p≤0.04 for both genetic alterations) and association of 11q13 gain with high-grade OSCC (p≤0.05). Univariate Cox-proportional hazard models, also corrected for multiple testing, showed significant association of 11q13 gain and 18q loss with decreased survival (p≤0.05). These findings were supported by multivariate analysis which revealed that 11q13 gain and 18q loss together serve as a strong bivariate predictor of poor prognosis. In conclusion, our study has identified genetic alterations that correlate significantly with nodal status, grade, and poor survival status of OSCC. These potential biomarkers may aid the current TNM system for better prediction of clinical outcome.
Collapse
Affiliation(s)
- SWAPNALI M. PATHARE
- Cancer Research Institute, Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Tata Memorial Centre (TMC), Kharghar Node, Navi Mumbai 410210
| | - MORITZ GERSTUNG
- Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
| | - NIKO BEERENWINKEL
- Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
| | - ALEJANDRO A. SCHÄFFER
- Computational Biology Branch, National Center for Biotechnology Information, NIH, DHHS, Bethesda, MD, USA
| | - SADHANA KANNAN
- ECTU, Advanced Centre for Treatment, Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Tata Memorial Centre (TMC), Kharghar Node, Navi Mumbai 410210
| | - PRATHAMESH PAI
- Tata Memorial Hospital, Tata Memorial Centre (TMC), Mumbai 400012
| | | | - ANITA M. BORGES
- Department of Pathology and Laboratory Medicine, S.L. Raheja Hospital, Mumbai 400016, India
| | - MANOJ B. MAHIMKAR
- Cancer Research Institute, Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Tata Memorial Centre (TMC), Kharghar Node, Navi Mumbai 410210
| |
Collapse
|
24
|
Oyaro M, Mbithi J, Oyugi F, Laten A, Anzala O, Engelbrecht S. Molecular characterization of HIV type 1 among HIV-infected respondents in a cohort being prepared for HIV Phase III vaccine clinical trials, Western Kenya. AIDS Res Hum Retroviruses 2011; 27:257-64. [PMID: 20950148 DOI: 10.1089/aid.2010.0061] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Kenya is one of the sub-Saharan African countries affected by HIV-1 infection and AIDS. We investigated HIV-1 genetic diversity in 130 individuals from Busia, Bungoma, and Kakamega in western Kenya as part of an HIV-1 vaccine feasibility study in preparation for Phase III efficacy clinical trials. After RNA extraction the partial gag (484 bp) and env (1297 bp) regions were amplified and directly sequenced. Phylogenetic analysis was done using MEGA version 4 and recombinants were identified using the jpHMM tool and phylogenetic analysis. HIV-1 sequences were amplified from 122 of the 130 samples, 118 (90.8%) from the gag region and 78 (60 %) from the env region and 74 samples (56.9%) from both the gag and env regions. Of these sequenced on both regions, 51.4% were subtype A, 9.4% subtype D, 1.4% subtype C, 4.1% subtype G, and 33.7% were discordant and thus possible recombinants, including A1/C, A1/D, A1/A2, and A2/C. The jpHMM tool indicated a further two samples with CD and BD breakpoints within the env gene and one within the gag gene (A1C). An additional sample had an A1D breakpoint in the gag gene, but the envelope was not amplified. HIV-1 subtype diversity in western Kenya should be considered in vaccines designed for clinical trials in this region and this genetic diversity should be continuously monitored.
Collapse
Affiliation(s)
- Micah Oyaro
- Kenyatta University, Department of Biological Sciences, Nairobi, Kenya
- Kenya Aids Vaccine Initiative (KAVI), Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | - John Mbithi
- Kenyatta University, Department of Biological Sciences, Nairobi, Kenya
| | - Fred Oyugi
- Kenya Aids Vaccine Initiative (KAVI), Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | - Annette Laten
- Division of Medical Virology, National Health Laboratory Services (NHLS) and University of Stellenbosch, Tygerberg, South Africa
| | - Omu Anzala
- Kenya Aids Vaccine Initiative (KAVI), Department of Medical Microbiology, University of Nairobi, Nairobi, Kenya
| | - Susan Engelbrecht
- Division of Medical Virology, National Health Laboratory Services (NHLS) and University of Stellenbosch, Tygerberg, South Africa
| |
Collapse
|
25
|
Rai MA, Nerurkar VR, Khoja S, Khan S, Yanagihara R, Rehman A, Kazmi SU, Ali SH. Evidence for a "Founder Effect" among HIV-infected injection drug users (IDUs) in Pakistan. BMC Infect Dis 2010; 10:7. [PMID: 20064274 PMCID: PMC2820481 DOI: 10.1186/1471-2334-10-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2009] [Accepted: 01/12/2010] [Indexed: 11/13/2022] Open
Abstract
Background We have previously reported a HIV-1 subtype A infection in a community of injection drug users (IDUs) in Karachi, Pakistan. We now show that this infection among the IDUs may have originated from a single source. Methods Phylogenetic analysis was performed of partial gag sequences, generated using PCR, from 26 HIV-positive IDU samples. Results Our results showed formation of a tight monophyletic group with an intra-sequence identity of < 98% indicating a "founder effect". Our data indicate that the HIV-1 epidemic in this community of IDUs may have been transmitted by an HIV positive overseas contract worker who admitted to having contact with commercial sex workers during stay abroad. Conclusion Specific measures need to implemented to control transmission of HIV infection in Pakistan through infected migrant workers.
Collapse
Affiliation(s)
- Mohammad A Rai
- Department of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan
| | | | | | | | | | | | | | | |
Collapse
|