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Lihana RW, Khamadi SA, Lwembe RM, Kinyua JG, Muriuki JK, Lagat NJ, Okoth FA, Makokha EP, Songok EM. HIV-1 subtype and viral tropism determination for evaluating antiretroviral therapy options: an analysis of archived Kenyan blood samples. BMC Infect Dis 2009; 9:215. [PMID: 20040114 PMCID: PMC2804586 DOI: 10.1186/1471-2334-9-215] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2009] [Accepted: 12/30/2009] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Infection with HIV-1 is characterized by genetic diversity such that specific viral subtypes are predominant in specific geographical areas. The genetic variation in HIV-1 pol and env genes is responsible for rapid development of resistance to current drugs. This variation has influenced disease progression among the infected and necessitated the search for alternative drugs with novel targets. Though successfully used in developed countries, these novel drugs are still limited in resource-poor countries. The aim of this study was to determine HIV-1 subtypes, recombination, dual infections and viral tropism of HIV-1 among Kenyan patients prior to widespread use of antiretroviral drugs. METHODS Remnant blood samples from consenting sexually transmitted infection (STI) patients in Nairobi were collected between February and May 2001 and stored. Polymerase chain reaction and cloning of portions of HIV-1 gag, pol and env genes was carried out followed by automated DNA sequencing. RESULTS Twenty HIV-1 positive samples (from 11 females and 9 males) were analyzed. The average age of males (32.5 years) and females (26.5 years) was significantly different (p value < 0.0001). Phylogenetic analysis revealed that 90% (18/20) were concordant HIV-1 subtypes: 12 were subtype A1; 2, A2; 3, D and 1, C. Two samples (10%) were discordant showing different subtypes in the three regions. Of 19 samples checked for co-receptor usage, 14 (73.7%) were chemokine co-receptor 5 (CCR5) variants while three (15.8%) were CXCR4 variants. Two had dual/mixed co-receptor use with X4 variants being minor population. CONCLUSION HIV-1 subtype A accounted for majority of the infections. Though perceived to be a high risk population, the prevalence of recombination in this sample was low with no dual infections detected. Genotypic co-receptor analysis showed that most patients harbored viruses that are predicted to use CCR5.
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Affiliation(s)
- Raphael W Lihana
- Centre for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Samoel A Khamadi
- Centre for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Raphael M Lwembe
- Centre for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Joyceline G Kinyua
- Centre for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Joseph K Muriuki
- Centre for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Nancy J Lagat
- Centre for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Fredrick A Okoth
- Centre for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Ernest P Makokha
- Centre for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Elijah M Songok
- Centre for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya
- Department of Medical Microbiology, University of Manitoba, Winnipeg, Manitoba, Canada
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Lihana RW, Khamadi SA, Lwembe RM, Ochieng W, Kinyua JG, Kiptoo MK, Muriuki JK, Lagat N, Osman S, Mwangi JM, Okoth FA, Songok EM. The changing trend of HIV type 1 subtypes in Nairobi. AIDS Res Hum Retroviruses 2009; 25:337-42. [PMID: 19327052 DOI: 10.1089/aid.2008.0228] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Monitoring the distribution of HIV-1 subtypes and recombinants among infected individuals has become a priority in HIV therapy. A laboratory analysis of samples collected from HIV-positive patients attending an STI clinic in Nairobi was done between March and May 2004. PCR was carried out on pol (intergrase) and env (C2V3) regions and resulting data on the 54 samples successfully analyzed revealed the following as circulating subtypes: 35/54(65%) were A1/A1, 5/54(9%) were A/C, 4/54 (7%) were A1/D, 1/54 (2%) was C/D, 1/54 (2%) was D/D, 1/54 (2%) was A1/A2, 1/54 (2%)was G/G, 1/54 (2%) was A2/D, 1/54 (2%) was C/C, and 4/54 (7%) were CRF02_ AG. The results show an increase in HIV-1 recombinants with the emergence of A1/A2 and an increase in CRF02_AG recombinants. Subtype diversity in the advent of ARV use will impact negatively on treatment outcomes. As such, increased viral evolution and recombination will call for continuous evaluation of available anti-HIV regimens for better management of those infected with HIV-1.
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Affiliation(s)
- Raphael W. Lihana
- Center for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya
- Department of Viral Infection and International Health, Kanazawa University, Kanazawa, Japan
| | - Samoel A. Khamadi
- Center for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Raphael M. Lwembe
- Center for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya
- Department of Viral Infection and International Health, Kanazawa University, Kanazawa, Japan
| | | | | | - Michael K. Kiptoo
- Center for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Joseph K. Muriuki
- Center for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Nancy Lagat
- Center for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Saida Osman
- Center for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Joseph M. Mwangi
- Center for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Fredrick A. Okoth
- Center for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Elijah M. Songok
- Center for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya
- Department of Microbiology, University of Manitoba, Winnipeg, Canada
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Khamadi SA, Lihana RW, Mwaniki D, Kinyua J, Lagat N, Carter JY, Ichimura H, Oishi I, Okoth FA, Ochieng W. HIV type 1 genetic diversity in Moyale, Mandera, and Turkana based on env-C2-V3 sequences. AIDS Res Hum Retroviruses 2008; 24:1561-4. [PMID: 19102688 DOI: 10.1089/aid.2008.0085] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The genetic diversity of HIV-1 subtypes circulating in three districts of northern Kenya, i.e., Turkana, Mandera, and Moyale, was studied. DNA sequences encoding a portion of the env-C2-V3 region of the virus were amplified by PCR and sequenced directly. One hundred and fifty-nine samples were successfully sequenced in the env-C2-V3 region and analyzed. From the analysis, 57% were subtype A1, 27% were subtype C, 9% were subtype D, and the remaining 7% were unclassified. This study showed that HIV-1 subtype A1 was the dominant subtype in circulation in this region, though there was a significant percentage of HIV-1 subtype C in circulation there.
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Affiliation(s)
| | | | - D.L. Mwaniki
- Kenya Medical Research Institute, Nairobi, Kenya
| | | | - Nancy Lagat
- Kenya Medical Research Institute, Nairobi, Kenya
| | - Jane Y. Carter
- African Medical and Research Foundation Kenya, Nairobi, Kenya
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Khoja S, Ojwang P, Khan S, Okinda N, Harania R, Ali S. Genetic analysis of HIV-1 subtypes in Nairobi, Kenya. PLoS One 2008; 3:e3191. [PMID: 18784834 PMCID: PMC2527130 DOI: 10.1371/journal.pone.0003191] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2008] [Accepted: 08/18/2008] [Indexed: 01/17/2023] Open
Abstract
Background Genetic analysis of a viral infection helps in following its spread in a given population, in tracking the routes of infection and, where applicable, in vaccine design. Additionally, sequence analysis of the viral genome provides information about patterns of genetic divergence that may have occurred during viral evolution. Objective In this study we have analyzed the subtypes of Human Immunodeficiency Virus -1 (HIV-1) circulating in a diverse sample population of Nairobi, Kenya. Methodology 69 blood samples were collected from a diverse subject population attending the Aga Khan University Hospital in Nairobi, Kenya. Total DNA was extracted from peripheral blood mononuclear cells (PBMCs), and used in a Polymerase Chain Reaction (PCR) to amplify the HIV gag gene. The PCR amplimers were partially sequenced, and alignment and phylogenetic analysis of these sequences was performed using the Los Alamos HIV Database. Results Blood samples from 69 HIV-1 infected subjects from varying ethnic backgrounds were analyzed. Sequence alignment and phylogenetic analysis showed 39 isolates to be subtype A, 13 subtype D, 7 subtype C, 3 subtype AD and CRF01_AE, 2 subtype G and 1 subtype AC and 1 AG. Deeper phylogenetic analysis revealed HIV subtype A sequences to be highly divergent as compared to subtypes D and C. Conclusion Our analysis indicates that HIV-1 subtypes in the Nairobi province of Kenya are dominated by a genetically diverse clade A. Additionally, the prevalence of highly divergent, complex subtypes, intersubtypes, and the recombinant forms indicates viral mixing in Kenyan population, possibly as a result of dual infections.
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Affiliation(s)
- Suhail Khoja
- Department of Biological and Biomedical Sciences, Aga Khan University Hospital, Karachi, Pakistan
| | - Peter Ojwang
- Department of Pathology, Aga Khan University Hospital, Nairobi, Kenya
| | - Saeed Khan
- Department of Biological and Biomedical Sciences, Aga Khan University Hospital, Karachi, Pakistan
| | - Nancy Okinda
- Department of Pathology, Aga Khan University Hospital, Nairobi, Kenya
| | - Reena Harania
- Department of Medicine, Aga Khan University Hospital, Nairobi, Kenya
| | - Syed Ali
- Department of Biological and Biomedical Sciences, Aga Khan University Hospital, Karachi, Pakistan
- * E-mail:
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The natural history of HIV-1 subtype E infection in young men in Thailand with up to 14 years of follow-up. AIDS 2007; 21 Suppl 6:S39-46. [PMID: 18032937 DOI: 10.1097/01.aids.0000299409.29528.23] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE We evaluated the progression to AIDS and death among 228 men who seroconverted within a 6-month window when in the Royal Thai Army between 1991 and 1995. DESIGN AND METHODS Men (N = 228) who seroconverted to HIV at 21-23 years of age between 1991 and 1995 were evaluated up to 14 years after HIV seroconversion. The seroconverters were matched with men who were seronegative when they were discharged from the military. In 2005-2006, the vital status was determined through the national mortality database and survivors were contacted for follow-up clinical and immunological assessment. Death certificates, medical records and next of kin interviews were used to evaluate the causes of death. RESULTS As of March 2006, among 228 seroconverters, 56 (24.6%) were alive, 171 (75.0%) had died and one (0.4%) had undetermined status. Among 255 HIV-seronegative individuals at baseline, 15 (5.9%) had died. The median time from HIV seroconversion to death was 7.8 years. The median time to AIDS death was 8.4 years. The median times from seroconversion to clinical AIDS and a CD4 cell count less than 200 cells/mul were 7.2 years and 6.5 years, respectively. The median time from seroconversion to World Health Organization criteria for antiretroviral therapy was 6.3 years. CONCLUSION Our data indicate a more rapid progression to AIDS and death after HIV-1 infection among young Thai men than has been reported in similar aged men who were HAART-naive in western high income countries.
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Lihana RW, Khamadi SA, Kiptoo MK, Kinyua JG, Lagat N, Magoma GN, Mwau MM, Makokha EP, Onyango V, Osman S, Okoth FA, Songok EM. HIV type 1 subtypes among STI patients in Nairobi: a genotypic study based on partial pol gene sequencing. AIDS Res Hum Retroviruses 2006; 22:1172-7. [PMID: 17147506 DOI: 10.1089/aid.2006.22.1172] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
Abstract
Circulating strains of human immunodeficiency virus (HIV) exhibit an extraordinary degree of genetic diversity and have been classified on the basis of relationships into distinct lineages called groups, types, subtypes, and subsubtypes. Sexually transmitted infections (STIs) are known to be a risk factor for HIV infection. To establish HIV-1 subtype diversity among STI patients in Nairobi, 140 samples were collected and partial pol gene sequencing done. From the analysis it was established that subtype A1 was the major subtype (64%) followed by D (17%), C (9%), G (1%), and recombinants AD (4%), AC (3%), CRF02()AG (1%), and CRF16()A2D (1%). These results suggest that the HIV-1 epidemic may be evolving toward more virulent and complex subtypes through transmission of complex recombinants due to viral mixing. Any use of ARVs may therefore require initial testing for de novo resistance before commencement of treatment and/or management.
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Affiliation(s)
- Raphael W Lihana
- Center for Virus Research, Kenya Medical Research Institute, Nairobi, Kenya., KEMRI/JICA Project, Nairobi, Kenya.
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Yang C, Li M, Shi YP, Winter J, van Eijk AM, Ayisi J, Hu DJ, Steketee R, Nahlen BL, Lal RB. Genetic diversity and high proportion of intersubtype recombinants among HIV type 1-infected pregnant women in Kisumu, western Kenya. AIDS Res Hum Retroviruses 2004; 20:565-74. [PMID: 15186532 DOI: 10.1089/088922204323087822] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The high genetic diversity of HIV-1 continues to complicate effective vaccine development. To better understand the extent of genetic diversity, intersubtype recombinants and their relative contribution to the HIV epidemic in Kenya, we undertook a detailed molecular epidemiological investigation on HIV-1-infected women attending an antenatal clinic in Kisumu, Kenya. Analysis of gag-p24 region from 460 specimens indicated that 310 (67.4%) were A, 94 (20.4%) were D, 28 (6.1%) were C, 9 (2.0%) were A2, 8 (1.7%) were G, and 11 (2.4%) were unclassifiable. Analysis of the env -gp41 region revealed that 326 (70.9%) were A, 85 (18.5%) D, 26 (5.7%) C, 9 (2.0%) each of A2 and G, 4(0.9%) unclassifiable, and 1 (0.2%) CRF02_AG. Parallel analyses of the gag-p24 and env-gp41 regions indicated that 344 (74.8%) were concordant subtypes, while the remaining 116 (25.2%) were discordant subtypes. The most common discordant subtypes were D/A (40, 8.7%), A/D (27, 5.9%), C/A (11, 2.4%), and A/C (8, 1.7%). Further analysis of a 2.1-kb fragment spanning the gag-pol region from 38 selected specimens revealed that 19 were intersubtype recombinants and majority of them were unique recombinant forms. Distribution of concordant and discordant subtypes remained fairly stable over the 4-year period (1996-2000) studied. Comparison of amino acid sequences of gag-p24 and env-gp41 regions with the subtype A consensus sequence or Kenyan candidate vaccine antigen (HIVA) revealed minor variations in the immunodominant epitopes. These data provide further evidence of high genetic diversity, with subtype A as the predominant subtype and a high proportion of intersubtype recombinants in Kenya.
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Affiliation(s)
- Chunfu Yang
- Division of AIDS, STD, and TB Laboratory Research, National Center for HIV, STD and TB prevention, Centers for Disease Control and Prevention, Atlanta, Georgia 30333, USA
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Songok EM, Lihana RW, Kiptoo MK, Genga IO, Kibaya R, Odhiambo F, Kobayashi K, Ago Y, Ndembi N, Okoth F, Fujiyama Y, Imanishi J, Ichimura H. Identification of env CRF-10 among HIV variants circulating in rural western Kenya. AIDS Res Hum Retroviruses 2003; 19:161-5. [PMID: 12643281 DOI: 10.1089/088922203762688676] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
As part of a program to determine the genetic diversity of human immunodeficiency virus in rural Kenya, we carried out a molecular analysis of the C2-V3 region of HIV-infected blood samples obtained from 30 antenatal clinic attendees of seven health centers in western Kenya. Direct sequencing was carried out on the envelope C2-V3 region of proviral DNA. On phylogenetic analysis with reference strains, 20 were subtype Al, 2 were subtype D, 1 was subtype C, 1 was subtype G, 1 was CRF-10, 2A/D, 2A/C, and 2 were unclassified. The presence of CRF-10 and the great variety of subtypes and recombinants in such a limited sample size suggest that western Kenya may be a potential hotspot for HIV recombination in the country.
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Affiliation(s)
- Elijah M Songok
- Department of Viral Infection and International Health, Graduate School of Medical Sciences, Kanazawa University, Japan.
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Dowling WE, Kim B, Mason CJ, Wasunna KM, Alam U, Elson L, Birx DL, Robb ML, McCutchan FE, Carr JK. Forty-one near full-length HIV-1 sequences from Kenya reveal an epidemic of subtype A and A-containing recombinants. AIDS 2002; 16:1809-20. [PMID: 12218394 DOI: 10.1097/00002030-200209060-00015] [Citation(s) in RCA: 89] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To further define the genetic diversity of HIV-1 in Kenya using approaches that clearly distinguish subtypes from inter-subtype recombinants. DESIGN Near full genome sequencing and analysis were used, including sensitive new tools for detection and mapping of recombinants. METHODS Purified peripheral blood mononuclear cell DNA from 41 HIV-1 positive blood donations collected from six hospitals across southern Kenya was used to amplify near full-length genomes by nested PCR. These were sequenced on an ABI 3100 automated sequencer and analyzed phylogenetically. RESULTS Among 41 near full-length genomes, 25 were non-recombinant (61%) and 16 were recombinant (39%). Of the 25 pure subtypes, 23 were subtype A, one was subtype C and one was subtype D. Most recombinants consisted of subtype A and either subtype C or subtype D; a few contained A2, a recently identified sub-subtype. Two A2/D recombinants had identical breakpoints and may represent a circulating recombinant form. A third A2/D recombinant had the same structure as a previously described Korean isolate, and these may constitute a second A2-containing circulating recombinant form. CONCLUSIONS In Kenya, 93% of HIV-1 genomes were subtype A or A-containing recombinant strains. Almost 40% of all strains were recombinant. Vaccine candidates tested in Kenya should be based on subtype A strains, but the methods used for evaluation of breakthrough infections during future vaccine trials should be capable of identifying non-A subtypes, the A2 sub-subtype, and recombinants.
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Gao F, Vidal N, Li Y, Trask SA, Chen Y, Kostrikis LG, Ho DD, Kim J, Oh MD, Choe K, Salminen M, Robertson DL, Shaw GM, Hahn BH, Peeters M. Evidence of two distinct subsubtypes within the HIV-1 subtype A radiation. AIDS Res Hum Retroviruses 2001; 17:675-88. [PMID: 11429108 DOI: 10.1089/088922201750236951] [Citation(s) in RCA: 66] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Members of HIV-1 group M are responsible for the vast majority of AIDS cases worldwide and have been classified on the basis of their phylogenetic relationships into nine roughly equidistant clades, termed subtypes. Although there are no known phenotypic correlates for these genotypes, the disproportionate spread of certain of these lineages has been taken to indicate that subtype-specific biological differences may exist. The subtype nomenclature thus remains an important molecular epidemiological tool with which to track the course of the group M pandemic. In this study, we have characterized HIV-1 strains described previously as unusual subtype A variants on the basis of partial sequence analysis. Six such strains from Cyprus (CY), South Korea (KR), and the Democratic Republic of Congo (CD) were PCR amplified from infected cell culture or patient PBMC DNA, cloned, and sequences in their entirety (94CY017, 97KR004, 97CDKTB48, and 97CDKP58) or as half genomes (97CDKS10 and 97CDKFE4). Distance and phylogenetic analyses showed that four of these viruses (94CY017, 97CDKTB48, 97CDKFE4, and 97CDKS10) were closely related to each other, but quite divergent from all other HIV-1 strains, except for subtype A viruses, which represented their closest relatives. In phylogenetic trees from gag, pol, env, and nef regions, the four newly characterized HIV-1 strains formed a distinct sister clade to subtype A, which was as closely related to subtype A as subsubtypes F1 and F2 are to each other. According to current nomenclature rules, this defines a subsubtype, which we have tentatively termed A2. The two other viruses, 97KR004 and 97CDKP58, as well as a full-length HIV-1 sequence from the sequence database (ZAM184), were found to represent complex A2/D, A2/G, and A2/C recombinants, respectively. These results indicate that HIV-1 subtype A is composed of two subsubtypes (A1 and A2), both of which appear to have a widespread geographic distribution. The A2 viruses described here represent the first reference reagents for this new group M lineage.
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Affiliation(s)
- F Gao
- Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama 35294, USA.
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Liitsola K, Holmström P, Laukkanen T, Brummer-Korvenkontio H, Leinikki P, Salminen MO. Analysis of HIV-1 genetic subtypes in Finland reveals good correlation between molecular and epidemiological data. SCANDINAVIAN JOURNAL OF INFECTIOUS DISEASES 2001; 32:475-80. [PMID: 11055649 DOI: 10.1080/003655400458721] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
The molecular epidemiology of HIV-1 genetic subtypes was studied in a cross-sectional sample collected from HIV-infected individuals living in Finland between 1988 and 1994 and compared with independently collected epidemiological data. Subtypes were determined by sequencing and phylogenetic analysis of the gag NCp7 and the env coding regions of PBMC provirus. Finnish viruses belonging to 7 subtypes were found. Two thirds (n = 70) of the sequences could be classified as subtype B, while others belonged to subtypes A, C, D, F and G and the circulating recombinant form AE(CM240) (n = 25). There were significant differences in gender distribution and mode-of-transmission between B-type infections and infections with the other subtypes. Most subtype B strains in Finland were associated with homosexual transmission and about half of these were acquired in Finland, while most individuals harbouring non-B infections indicated heterosexual transmission and direct or indirect contact with Africa or Southeast Asia. The heterogeneity of genetic subtypes in the country was in good agreement with the epidemiological data suggesting that a significant proportion of infections were imported. HIV-1 subtype determination may prove to be a valuable tool for providing objective epidemiological data.
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Affiliation(s)
- K Liitsola
- National Public Health Institute, Department of Infectious Disease Epidemiology, HIV Laboratory, Helsinki, Finland
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Neilson JR, John GC, Carr JK, Lewis P, Kreiss JK, Jackson S, Nduati RW, Mbori-Ngacha D, Panteleeff DD, Bodrug S, Giachetti C, Bott MA, Richardson BA, Bwayo J, Ndinya-Achola J, Overbaugh J. Subtypes of human immunodeficiency virus type 1 and disease stage among women in Nairobi, Kenya. J Virol 1999; 73:4393-403. [PMID: 10196337 PMCID: PMC104220 DOI: 10.1128/jvi.73.5.4393-4403.1999] [Citation(s) in RCA: 170] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/1998] [Accepted: 02/04/1999] [Indexed: 11/20/2022] Open
Abstract
In sub-Saharan Africa, where the effects of human immunodeficiency virus type 1 (HIV-1) have been most devastating, there are multiple subtypes of this virus. The distribution of different subtypes within African populations is generally not linked to particular risk behaviors. Thus, Africa is an ideal setting in which to examine the diversity and mixing of viruses from different subtypes on a population basis. In this setting, it is also possible to address whether infection with a particular subtype is associated with differences in disease stage. To address these questions, we analyzed the HIV-1 subtype, plasma viral loads, and CD4 lymphocyte levels in 320 women from Nairobi, Kenya. Subtype was determined by a combination of heteroduplex mobility assays and sequence analyses of envelope genes, using geographically diverse subtype reference sequences as well as envelope sequences of known subtype from Kenya. The distribution of subtypes in this population was as follows: subtype A, 225 (70.3%); subtype D, 65 (20.5%); subtype C, 22 (6.9%); and subtype G, 1 (0.3%). Intersubtype recombinant envelope genes were detected in 2.2% of the sequences analyzed. Given that the sequences analyzed represented only a small fraction of the proviral genome, this suggests that intersubtype recombinant viral genomes may be very common in Kenya and in other parts of Africa where there are multiple subtypes. The plasma viral RNA levels were highest in women infected with subtype C virus, and women infected with subtype C virus had significantly lower CD4 lymphocyte levels than women infected with the other subtypes. Together, these data suggest that women in Kenya who are infected with subtype C viruses are at more advanced stages of immunosuppression than women infected with subtype A or D. There are at least two models to explain the data from this cross-sectional study; one is that infection with subtype C is associated with a more rapid disease progression, and the second is that subtype C represents an older epidemic in Kenya. Discriminating between these possibilities in a longitudinal study will be important for increasing our understanding of the role of specific subtypes in the transmission and pathogenesis of HIV-1.
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Affiliation(s)
- J R Neilson
- Departments of Microbiology, University of Washington, Seattle, Washington, USA
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Robbins KE, Kostrikis LG, Brown TM, Anzala O, Shin S, Plummer FA, Kalish ML. Genetic analysis of human immunodeficiency virus type 1 strains in Kenya: a comparison using phylogenetic analysis and a combinatorial melting assay. AIDS Res Hum Retroviruses 1999; 15:329-35. [PMID: 10082116 DOI: 10.1089/088922299311295] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
We surveyed human immunodeficiency virus (HIV) subtype distribution from peripheral blood mononuclear cells (PBMCs) collected in 1995 from 24 HIV-1-infected Kenyan residents (specimens from predominantly male truck drivers and female sex workers near Mombasa and Nairobi). Processed lysates from the PBMC samples were used for env amplification, directly sequenced, and analyzed by phylogenetic analysis. Envelope amplification products were also used for analysis in a polymerase chain reaction (PCR)-based assay, called the combinatorial melting assay (COMA). Results of the two tests were compared for assignment of subtype for this Kenyan cohort. The COMA, a PCR capture technique with colorimetric signal detection, was used with HIV reference subtype strains as well as regional (East Africa) HIV strains for subtype identification. Performance of the COMA was at 100% concordance (24 of 24) as compared with DNA sequencing analysis. Phylogenetic analysis showed 17 isolates to be subtype A, 3 subtype D, and 4 subtype C viruses. This may represent an increase in subtype C presence in Kenya compared with previously documented reports. The COMA can offer advantages for rapid HIV-1 subtype screening of large populations, with the use of previously identified regional strains to enhance the identification of local strains. When more detailed genetic information is desired, DNA sequencing and analysis may be required.
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Affiliation(s)
- K E Robbins
- Division of AIDS, Sexually Transmitted Diseases, and Tuberculosis Laboratory Research, National Center for Infectious Diseases, Centers for Disease Control and Prevention, Public Health Service, U.S. Department of Health and Human
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Ellenberger DL, Pieniazek D, Nkengasong J, Luo CC, Devare S, Maurice C, Janini M, Ramos A, Fridlund C, Hu DJ, Coulibaly IM, Ekpini E, Wiktor SZ, Greenberg AE, Schochetman G, Rayfield MA. Genetic analysis of human immunodeficiency virus in Abidjan, Ivory Coast reveals predominance of HIV type 1 subtype A and introduction of subtype G. AIDS Res Hum Retroviruses 1999; 15:3-9. [PMID: 10024047 DOI: 10.1089/088922299311655] [Citation(s) in RCA: 45] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
To better understand the molecular epidemiology of HIV genetic diversity in Abidjan, Ivory Coast, we performed a genetic analysis of 170 HIV-1-seropositive specimens representing newly diagnosed tuberculosis patients (n = 143) and women monitored in a mother-to-child transmission cohort study (n = 27). Preliminary screening with RFLP presumptively classified 162 (95.3%) of these as subtype A. The envelope region of 108 specimens was subtyped by sequence analysis: 102 (94.4%) were subtype A, 2 (1.9%) were subtype D, and 4 (3.7%) were subtype G. Subtyping gag and env regions of the genome suggested that five of the six nonsubtype A isolates exhibited a potentially mosaic structure. A comparative phylogenetic analysis of HIV-1 subtype A C2V3 from 27 Ivory Coast and 21 Ugandan sequences revealed a striking clustering among Ivory Coast variants, and an independent segregation from Ugandan subtype A. Despite independent clustering with other subtype A specimens, limited variability of the V3 loop apex was observed; the globally predominant V3 motif, GPGQ, represented 90.1% of the HIV-1 strains. This study demonstrates that clade A is the predominant HIV-1 subtype in HIV-seropositive individuals in Abidjan, Ivory Coast and that these strains are phylogenetically distinct from other subtype A strains observed in East Africa.
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Affiliation(s)
- D L Ellenberger
- HIV and Retrovirology Branch, Division of AIDS, STD, and TB Laboratory Research, National Center for Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia 30333, USA.
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15
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Davies F, d'Almeida O, Timmers E, d'Almeida J, Fasken M, Bassabi K, Lee H, Allain JP. Molecular genotyping of HIV-1 in 61 patients with AIDS from Lom�, Togo. J Med Virol 1999. [DOI: 10.1002/(sici)1096-9071(199901)57:1<25::aid-jmv4>3.0.co;2-b] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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16
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Nasioulas G, Paraskevis D, Paparizos V, Lazanas M, Karafoulidou A, Hatzakis A. Genotypic characterization of human immunodeficiency virus type 1 in Greece. Multicentre Study on HIV-1 Heterogeneity. AIDS Res Hum Retroviruses 1998; 14:685-90. [PMID: 9618080 DOI: 10.1089/aid.1998.14.685] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The HIV-1 subtype distribution in 83 HIV-1-seropositive individuals living in Greece was investigated by using the heteroduplex mobility assay (HMA), DNA sequencing, and phylogenetic analysis. The results revealed that partial HIV-1 gp120 sequences from 71 (86%) patients were subtype B, 5 (6%) were subtype A, 4 were subtype D (5%), 2 (2%) were subtype C, and 1 (1%) was subtype I. The subtype I isolate was documented in an intravenous drug user. A high prevalence (90-100%) of B isolates among intravenous drug users, hemophiliacs, and homosexual men was observed, in contrast to heterosexuals, among whom non-B subtypes seemed to be common (42.9%, p < 0.001). Among the Greek population subtype B is the most frequent (94%), in contrast to the high prevalence (57%) of non-B isolates found in emigrants living in Greece (p < 0.001). A heterosexual transmission case of subtype D in a Greek individual not traveling abroad was also documented. The broad HIV-1 diversity in Greece may be explained by population movements, such as migration and traveling.
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Affiliation(s)
- G Nasioulas
- National Retrovirus Reference Center, Department of Hygiene and Epidemiology, Athens University Medical School, Greece
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17
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Belda FJ, Mwchari C, Hawken M, Barlow KL, Clewley JP. HIV-1 subtypes in Nairobi, Kenya. JOURNAL OF ACQUIRED IMMUNE DEFICIENCY SYNDROMES AND HUMAN RETROVIROLOGY : OFFICIAL PUBLICATION OF THE INTERNATIONAL RETROVIROLOGY ASSOCIATION 1997; 16:63-4. [PMID: 9377127 DOI: 10.1097/00042560-199709010-00010] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
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18
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19
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Poss M, Gosink J, Thomas E, Kreiss JK, Ndinya-Achola J, Mandaliya K, Bwayo J, Overbaugh J. Phylogenetic evaluation of Kenyan HIV type 1 isolates. AIDS Res Hum Retroviruses 1997; 13:493-9. [PMID: 9100991 DOI: 10.1089/aid.1997.13.493] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Diversity among global isolates of HIV-1 presents a formidable challenge for vaccine development. As distinct clades of the virus are recognized, it will be important to monitor their geographic distribution and divergence. In this study, we characterized HIV-1 subtypes from 17 seropositive individuals in Nairobi and Mombasa, Kenya. Seventy-one percent of viruses were clade A and 29% were clade D. The most divergent clade A isolate in our survey, Q45-CxA, grouped closely with two other taxa that were previously reported as having no distinct clade affiliation. Thus, these data may suggest the emergence of an outlier group of clade A variants or a new subtype of HIV-1. Phylogenetic relatedness of the 17 Kenyan isolates was determined separately for C2-V3 and V2 sequences of envelope and subtype designation for these isolates was independent of the region analyzed. However, evaluation of transitions, transversions, and specific character state changes indicated that mutations characterizing V2 differed from those in V3 for clade A and clade D isolates. Comparison of secondary structural characteristics of the V1-V3 region between a clade A and a clade D virus revealed conservation of motifs.
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Affiliation(s)
- M Poss
- Department of Microbiology, University of Washington, Seattle 98195, USA
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20
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Salminen MO, Carr JK, Robertson DL, Hegerich P, Gotte D, Koch C, Sanders-Buell E, Gao F, Sharp PM, Hahn BH, Burke DS, McCutchan FE. Evolution and probable transmission of intersubtype recombinant human immunodeficiency virus type 1 in a Zambian couple. J Virol 1997; 71:2647-55. [PMID: 9060617 PMCID: PMC191386 DOI: 10.1128/jvi.71.4.2647-2655.1997] [Citation(s) in RCA: 87] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
The extraordinary genetic diversity of human immunodeficiency virus type 1 (HIV-1) results from the introduction of mutations by an error-prone reverse transcriptase and from recombination of the two RNA genomes packaged in the virion during the synthesis of proviral DNA. The occurrence of multiple, genetically distant HIV-1 subtypes and their geographic intermixing set up conditions for dramatic, rather than gradual, changes in genotype whenever genomes from different subtypes are copackaged in virions. Here we describe, for the first time, the sequential generation of multiple different, but related, intersubtype HIV-1 recombinants within an infected individual. Full-length gag and env genes were recovered directly from peripheral blood mononuclear cells or from primary virus cultures, using serial blood samples from a Zambian woman and a sample from her spouse. DNA sequencing and phylogenetic analysis established that two different A/C recombinant forms of HIV-1 predominated at two time points in the woman. A related but distinct recombinant HIV-1 was recovered from her spouse. Intersubtype recombination apparently played a central role in the evolution of HIV-1 in this couple and may contribute substantially to the rapid emergence of HIV-1 variants whenever mixed-subtype HIV-1 infections occur.
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Affiliation(s)
- M O Salminen
- Henry M. Jackson Foundation and Division of Retrovirology, Walter Reed Army Institute of Research, Rockville, Maryland 20850, USA.
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21
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Lasky M, Perret JL, Peeters M, Bibollet-Ruche F, Liegeois F, Patrel D, Molinier S, Gras C, Delaporte E. Presence of multiple non-B subtypes and divergent subtype B strains of HIV-1 in individuals infected after overseas deployment. AIDS 1997; 11:43-51. [PMID: 9110074 DOI: 10.1097/00002030-199701000-00007] [Citation(s) in RCA: 88] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
OBJECTIVE To identify the genetic subtypes and characteristics of HIV-1 strains from individuals infected after overseas deployment. PATIENTS AND METHODS Sixty-one HIV-1-positive individuals detected between 1986 and 1995 in the French army were included in the study. For each patient, the year and country of HIV infection are known. Genetic subtypes of HIV-1 were determined using the heteroduplex mobility assay (HMA) using ED5/ED12 as outer and ES7/ES8 as inner primers. Strains were further characterized by sequencing and phylogenetic analysis of the C2-V3 region. The amino-acid sequences corresponding to the V3 region were aligned on the basis of the subtyping results and were then compared to the consensus V3 sequences of the corresponding subtypes. RESULTS Among the 61 patients studied, nine became infected in France, and 52 were HIV-negative before overseas deployment but HIV-positive at their return. The majority (n = 43) deployed in Africa and a limited number of patients deployed in Asia (Cambodia, n = 5) or South America (guyana, n = 4). The nine individuals who were not deployed overseas were all infected with subtype B strains. The majority of the other patients were infected with non-B strains; eight subtype A, 20 subtype B, 16 subtype C, one subtype D, six subtype E and one subtype F. Five of the six subtype E strains were contracted in Cambodia and one in Djibouti, and all subtype C strains were from Djibouti. Phylogenetic analysis revealed a large diversity among the different strains introduced into France. Analysis of the amino-acid sequences of the V3 loop revealed the introduction of uncommon V3-loop patterns. CONCLUSION In the group of HIV-1-infected individuals that we studied and who were deployed overseas, 63.4% were infected with non-B strains. In addition, the subtype A, B and C viruses in this population were very heterogeneous. Due to the routine occurrence of international travel and deployment, the predominance of subtype B HIV-1 viruses may change in European countries. However, the possible implications on the dynamics of the HIV-1 epidemic needs further follow-up.
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Affiliation(s)
- M Lasky
- Retrovirus Laboratory, ORSTOM, Montpellier, France
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22
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Gao F, Morrison SG, Robertson DL, Thornton CL, Craig S, Karlsson G, Sodroski J, Morgado M, Galvao-Castro B, von Briesen H, Beddows S, Weber J, Sharp PM, Shaw GM, Hahn BH. Molecular cloning and analysis of functional envelope genes from human immunodeficiency virus type 1 sequence subtypes A through G. The WHO and NIAID Networks for HIV Isolation and Characterization. J Virol 1996; 70:1651-67. [PMID: 8627686 PMCID: PMC189989 DOI: 10.1128/jvi.70.3.1651-1667.1996] [Citation(s) in RCA: 240] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Present knowledge of human immunodeficiency virus type 1 (HIV-1) envelope immunobiology has been derived almost exclusively from analyses of subtype B viruses, yet such viruses represent only a minority of strains currently spreading worldwide. To generate a more representative panel of genetically diverse envelope genes, we PCR amplified, cloned, and sequenced complete gp160 coding regions of 35 primary (peripheral blood mononuclear cell-propagated) HIV-1 isolates collected at major epicenters of the current AIDS pandemic. Analysis of their deduced amino acid sequences revealed several important differences from prototypic subtype B strains, including changes in the number and distribution of cysteine residues, substantial length differences in hypervariable regions, and premature truncations in the gp41 domain. Moreover, transiently expressed glycoprotein precursor molecules varied considerably in both size and carbohydrate content. Phylogenetic analyses of full-length env sequences indicated that the panel included members of all major sequence subtypes of HIV-1 group M (clades A to G), as well as an intersubtype recombinant (F/B) from an infected individual in Brazil. In addition, all subtype E and three subtype G viruses initially classified on the basis of partial env sequences were found to cluster in subtype A in the 3' half of their gp41 coding region, suggesting that they are also recombinant. The biological activity of PCR-derived env genes was examined in a single-round virus infectivity assay. This analysis identified 20 clones, including 1 from each subtype (or recombinant), which expressed fully functional envelope glycoproteins. One of these, derived from a patient with rapid CD4 cell decline, contained an amino acid substitution in a highly conserved endocytosis signal (Y721C), as mediated virus entry with very poor efficiency, although they did not contain sequence changes predicted to alter protein function. These results indicate that the env genes of primary HIV-1 isolates collected worldwide can vary considerably in their genetic, phylogenetic, and biological properties. The panel of env constructs described here should prove valuable for future structure-function studies of naturally occurring envelope glycoproteins as well as AIDS vaccine development efforts targeted against a broader spectrum of viruses.
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Affiliation(s)
- F Gao
- Department of Medicine, University of Alabama at Birmingham 35294, USA
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23
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Zachar V, Goustin AS, Zacharova V, Hager H, Koppelhus U, Womble DD, Liu X, Bambra C, Nyongo A, Ebbesen P. Genetic polymorphism of envelope V3 region of HIV type 1 subtypes A, C, and D from Nairobi, Kenya. AIDS Res Hum Retroviruses 1996; 12:75-8. [PMID: 8825622 DOI: 10.1089/aid.1996.12.75] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Affiliation(s)
- V Zachar
- Department for Virus and Cancer, Danish Cancer Society, Aarhus, Denmark
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24
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Kostrikis LG, Cao Y, Ngai H, Moore JP, Ho DD. Quantitative analysis of serum neutralization of human immunodeficiency virus type 1 from subtypes A, B, C, D, E, F, and I: lack of direct correlation between neutralization serotypes and genetic subtypes and evidence for prevalent serum-dependent infectivity enhancement. J Virol 1996; 70:445-58. [PMID: 8523557 PMCID: PMC189833 DOI: 10.1128/jvi.70.1.445-458.1996] [Citation(s) in RCA: 133] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
Human immunodeficiency virus type 1 (HIV-1) M group strains have been assigned to date to nine distinct genetic subtypes, designated A through I, according to phylogenetic analyses of nucleotide sequences of their env or gag genes. Whether there is any relationship between phylogenetic subtypes and the neutralization serotypes is not clear, yet defining the nature of any such relationship by mathematical means would be of major importance for the development of globally effective HIV-1 vaccines. We have therefore developed a quantitative method to analyze serum neutralization of HIV-1 isolates and to identify HIV-1 neutralization serotypes. This method involves calculations of the neutralization index, N(i), a newly defined parameter derived from plots generated from in vitro neutralization assays, calculations of pairwise serum-virus vector distances, and cluster analyses. We have applied this approach to analyze three independent neutralization matrices involving primary HIV-1 strains and sera from genetic subtypes A, B, C, D, E, F, and I. Detailed serum and HIV-1 isolate cluster analyses have shown that in general, the identified neutralization serotypes do not directly correlate with HIV-1 genetic subtypes. These results suggest that neutralization serotypes do not during natural HIV-1 infection are not governed by antibodies directed against simple epitopes within gp120 monomers. A significant proportion (28%) of 1,213 combinations of sera and HIV-1 isolates caused serum-dependent infectivity enhancement [negative N(i) values] rather than neutralization. We also noted that negative N(i) values tended to correlate better with certain HIV-1 isolates rather than with HIV-1-positive sera. Syncytium-inducing variants of HIV-1 were slightly more likely than non-syncytium-inducing variants to undergo serum-dependent infectivity enhancement, although the latter variants could clearly be susceptible to enhancement.
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Affiliation(s)
- L G Kostrikis
- Aaron Diamond AIDS Research Center, New York University School of Medicine, New York 10016, USA
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25
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Kostrikis LG, Bagdades E, Cao Y, Zhang L, Dimitriou D, Ho DD. Genetic analysis of human immunodeficiency virus type 1 strains from patients in Cyprus: identification of a new subtype designated subtype I. J Virol 1995; 69:6122-30. [PMID: 7666516 PMCID: PMC189509 DOI: 10.1128/jvi.69.10.6122-6130.1995] [Citation(s) in RCA: 121] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
DNA sequences encoding the C2 to V3 region of envelope glycoprotein gp120 of human immunodeficiency virus type 1 (HIV-1) were amplified by PCR from uncultured peripheral blood mononuclear cells obtained from 24 of 25 HIV-1-seropositive patients from Cyprus. By using a heteroduplex mobility assay (HMA), all amplified products were studied genetically and compared with 16 previously characterized HIV-1 strains belonging to subtypes A through F. HMA results revealed that HIV-1 gp120 sequences from 15 of our patients were of subtype B of HIV-1, whereas one isolate was of subtype C. However, gp120 sequences from eight patients had no obvious similarities to the known subtypes as defined by HMA. DNA sequencing and phylogenetic analyses of molecular clones confirmed the HMA results and placed the eight undefined HIV-1 isolates into three distinct genetic clusters. On the basis of branch topology and lengths of the phylogenetic tree, we conclude that one group consisting of three clones from two patients represents a new HIV-1 env subtype, which we have termed subtype I. The remaining two sequence clusters, consisting of five sequences from four patients and two sequences from two other patients, are distally related to subtypes A and F. These data demonstrate the extensive heterogeneity of HIV-1 in Cyprus, including the presence of new subtype.
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Affiliation(s)
- L G Kostrikis
- Aaron Diamond AIDS Research Center, New York University School of Medicine, New York 10016, USA
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26
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Myers G. Tenth anniversary perspectives on AIDS. HIV: between past and future. AIDS Res Hum Retroviruses 1994; 10:1317-24. [PMID: 7888185 DOI: 10.1089/aid.1994.10.1317] [Citation(s) in RCA: 61] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Affiliation(s)
- G Myers
- HIV Sequence Database and Analysis Project, Los Alamos National Laboratory, New Mexico 87545
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