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Bouman JA, Venner CM, Walker C, Arts EJ, Regoes RR. Per-pathogen virulence of HIV-1 subtypes A, C and D. Proc Biol Sci 2023; 290:20222572. [PMID: 37161335 PMCID: PMC10170192 DOI: 10.1098/rspb.2022.2572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/11/2023] Open
Abstract
HIV-1 subtypes differ in their clinical manifestations and the speed in which they spread. In particular, the frequency of subtype C is increasing relative to subtypes A and D. We investigate whether HIV-1 subtypes A, C and D differ in their per-pathogen virulence and to what extend this explains the difference in spread between these subtypes. We use data from the hormonal contraception and HIV-1 genital shedding and disease progression among women with primary HIV infection study. For each study participant, we determine the set-point viral load value, CD4+ T cell level after primary infection and CD4+ T cell decline. Based on both the CD4+ T cell count after primary infection and CD4+ T cell decline, we estimate the time until AIDS. We then obtain our newly introduced measure of virulence as the inverse of the estimated time until AIDS. After fitting a model to the measured virulence and set-point viral load values, we tested if this relation varies per subtype. We found that subtype C has a significantly higher per-pathogen virulence than subtype A. Based on an evolutionary model, we then hypothesize that differences in the primary length of infection period cause the observed variation in the speed of spread of the subtypes.
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Affiliation(s)
- Judith A Bouman
- Institute of Integrative Biology, ETH Zurich, 8092 Zurich, Switzerland
| | - Colin M Venner
- Department of Microbiology and Immunology, Western University, London, Ontario N6A 3K7, Canada
| | - Courtney Walker
- Department of Microbiology and Immunology, Western University, London, Ontario N6A 3K7, Canada
| | - Eric J Arts
- Department of Microbiology and Immunology, Western University, London, Ontario N6A 3K7, Canada
| | - Roland R Regoes
- Institute of Integrative Biology, ETH Zurich, 8092 Zurich, Switzerland
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Specialized DNA Structures Act as Genomic Beacons for Integration by Evolutionarily Diverse Retroviruses. Viruses 2023; 15:v15020465. [PMID: 36851678 PMCID: PMC9962126 DOI: 10.3390/v15020465] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 02/04/2023] [Accepted: 02/06/2023] [Indexed: 02/10/2023] Open
Abstract
Retroviral integration site targeting is not random and plays a critical role in expression and long-term survival of the integrated provirus. To better understand the genomic environment surrounding retroviral integration sites, we performed a meta-analysis of previously published integration site data from evolutionarily diverse retroviruses, including new experimental data from HIV-1 subtypes A, B, C and D. We show here that evolutionarily divergent retroviruses exhibit distinct integration site profiles with strong preferences for integration near non-canonical B-form DNA (non-B DNA). We also show that in vivo-derived HIV-1 integration sites are significantly more enriched in transcriptionally silent regions and transcription-silencing non-B DNA features of the genome compared to in vitro-derived HIV-1 integration sites. Integration sites from individuals infected with HIV-1 subtype A, B, C or D viruses exhibited different preferences for common genomic and non-B DNA features. In addition, we identified several integration site hotspots shared between different HIV-1 subtypes, all of which were located in the non-B DNA feature slipped DNA. Together, these data show that although evolutionarily divergent retroviruses exhibit distinct integration site profiles, they all target non-B DNA for integration. These findings provide new insight into how retroviruses integrate into genomes for long-term survival.
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Klein K, Nickel G, Nankya I, Kyeyune F, Demers K, Ndashimye E, Kwok C, Chen PL, Rwambuya S, Poon A, Munjoma M, Chipato T, Byamugisha J, Mugyenyi P, Salata RA, Morrison CS, Arts EJ. Higher sequence diversity in the vaginal tract than in blood at early HIV-1 infection. PLoS Pathog 2018; 14:e1006754. [PMID: 29346424 PMCID: PMC5773221 DOI: 10.1371/journal.ppat.1006754] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2017] [Accepted: 11/16/2017] [Indexed: 02/07/2023] Open
Abstract
In the majority of cases, human immunodeficiency virus type 1 (HIV-1) infection is transmitted through sexual intercourse. A single founder virus in the blood of the newly infected donor emerges from a genetic bottleneck, while in rarer instances multiple viruses are responsible for systemic infection. We sought to characterize the sequence diversity at early infection, between two distinct anatomical sites; the female reproductive tract vs. systemic compartment. We recruited 72 women from Uganda and Zimbabwe within seven months of HIV-1 infection. Using next generation deep sequencing, we analyzed the total genetic diversity within the C2-V3-C3 envelope region of HIV-1 isolated from the female genital tract at early infection and compared this to the diversity of HIV-1 in plasma. We then compared intra-patient viral diversity in matched cervical and blood samples with three or seven months post infection. Genetic analysis of the C2-V3-C3 region of HIV-1 env revealed that early HIV-1 isolates within blood displayed a more homogeneous genotype (mean 1.67 clones, range 1–5 clones) than clones in the female genital tract (mean 5.7 clones, range 3–10 clones) (p<0.0001). The higher env diversity observed within the genital tract compared to plasma was independent of HIV-1 subtype (A, C and D). Our analysis of early mucosal infections in women revealed high HIV-1 diversity in the vaginal tract but few transmitted clones in the blood. These novel in vivo finding suggest a possible mucosal sieve effect, leading to the establishment of a homogenous systemic infection. During chronic HIV-1 infection, high viral diversity can be found in the blood and semen of donors. However, a single HIV-1 clone establishes productive infection in the recipient following heterosexual transmission. To investigate the genetic bottleneck occurring at the earliest stages of heterosexual HIV-1 transmission, we characterized the HIV-1 envelope sequence diversity at very early and early stages of infection in the female reproductive tract and matched plasma samples from a cohort of Ugandan and Zimbabwean women. A more diverse viral population was observed in the endocervical swab samples compared to plasma. Endocervical samples harbored a larger number of viral clones, while in the majority of plasma samples only a single clone was present early in infection. Interestingly, these observations were independent of HIV-1 subtype, hormonal contraceptive use or the number of sex acts and partners. Furthermore, in the cases of higher HIV-1 diversity in the blood during early infection, faster CD4 T cell decline were observed during chronic disease suggesting faster disease progression. Our findings provide novel in vivo evidence for the existence of an intra-patient genetic bottleneck restricting the HIV-1 from the vaginal tract to the blood during early heterosexual HIV-1 transmission.
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Affiliation(s)
- Katja Klein
- Department of Microbiology and Immunology, University of Western Ontario, London, Ontario, Canada
- Department of Medicine, Case Western Reserve University, Cleveland, Ohio, United States of America
| | - Gabrielle Nickel
- Department of Medicine, Case Western Reserve University, Cleveland, Ohio, United States of America
| | | | | | - Korey Demers
- Department of Medicine, Case Western Reserve University, Cleveland, Ohio, United States of America
- Joint Clinical Research Centre, Kampala, Uganda
| | - Emmanuel Ndashimye
- Department of Microbiology and Immunology, University of Western Ontario, London, Ontario, Canada
- Joint Clinical Research Centre, Kampala, Uganda
| | - Cynthia Kwok
- FHI 360, Durham, North Carolina, United States of America
| | - Pai-Lien Chen
- FHI 360, Durham, North Carolina, United States of America
| | - Sandra Rwambuya
- Department of Medicine, Case Western Reserve University, Cleveland, Ohio, United States of America
- Joint Clinical Research Centre, Kampala, Uganda
| | - Art Poon
- Department of Pathology and Laboratory Medicine, University of Western Ontario, London, Ontario, Canada
| | - Marshall Munjoma
- Department of Obstetrics and Gynaecology, University of Zimbabwe, Harare, Zimbabwe
| | - Tsungai Chipato
- Department of Obstetrics and Gynaecology, University of Zimbabwe, Harare, Zimbabwe
| | | | | | - Robert A. Salata
- Department of Medicine, Case Western Reserve University, Cleveland, Ohio, United States of America
| | | | - Eric J. Arts
- Department of Microbiology and Immunology, University of Western Ontario, London, Ontario, Canada
- Department of Medicine, Case Western Reserve University, Cleveland, Ohio, United States of America
- Joint Clinical Research Centre, Kampala, Uganda
- * E-mail:
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Venner CM, Nankya I, Kyeyune F, Demers K, Kwok C, Chen PL, Rwambuya S, Munjoma M, Chipato T, Byamugisha J, Van Der Pol B, Mugyenyi P, Salata RA, Morrison CS, Arts EJ. Infecting HIV-1 Subtype Predicts Disease Progression in Women of Sub-Saharan Africa. EBioMedicine 2016; 13:305-314. [PMID: 27751765 PMCID: PMC5264310 DOI: 10.1016/j.ebiom.2016.10.014] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2016] [Revised: 10/06/2016] [Accepted: 10/09/2016] [Indexed: 12/22/2022] Open
Abstract
INTRODUCTION Long-term natural history cohorts of HIV-1 in the absence of treatment provide the best measure of virulence by different viral subtypes. METHODS Newly HIV infected Ugandan and Zimbabwean women (N=303) were recruited and monitored for clinical, social, behavioral, immunological and viral parameters for 3 to 9.5years. RESULTS Ugandan and Zimbabwean women infected with HIV-1 subtype C had 2.5-fold slower rates of CD4 T-cell declines and higher frequencies of long-term non-progression than those infected with subtype A or D (GEE model, P<0.001), a difference not associated with any other clinical parameters. Relative replicative fitness and entry efficiency of HIV-1 variants directly correlated with virulence in the patients, subtype D>A>C (P<0.001, ANOVA). DISCUSSION HIV-1 subtype C was less virulent than either A or D in humans; the latter being the most virulent. Longer periods of asymptomatic HIV-1 subtype C could explain the continued expansion and dominance of subtype C in the global epidemic.
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Affiliation(s)
- Colin M Venner
- Department of Microbiology and Immunology, Western University, London, ON, Canada
| | - Immaculate Nankya
- Joint Clinical Research Centre, Kampala, Uganda; Division of Infectious Diseases and HIV Medicine, Department of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | | | - Korey Demers
- Joint Clinical Research Centre, Kampala, Uganda; Division of Infectious Diseases and HIV Medicine, Department of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Cynthia Kwok
- Family Health International 360, Durham, NC, USA
| | | | - Sandra Rwambuya
- Joint Clinical Research Centre, Kampala, Uganda; Division of Infectious Diseases and HIV Medicine, Department of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Marshall Munjoma
- Department of Obstetrics and Gynaecology, University of Zimbabwe, Harare, Zimbabwe
| | - Tsungai Chipato
- Department of Obstetrics and Gynaecology, University of Zimbabwe, Harare, Zimbabwe
| | | | - Barbara Van Der Pol
- Division of Infectious Diseases, Department of Medicine, University of Alabama at Birmingham, USA
| | | | - Robert A Salata
- Division of Infectious Diseases and HIV Medicine, Department of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | | | - Eric J Arts
- Department of Microbiology and Immunology, Western University, London, ON, Canada; Joint Clinical Research Centre, Kampala, Uganda; Division of Infectious Diseases and HIV Medicine, Department of Medicine, Case Western Reserve University, Cleveland, OH, USA.
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