Quantitating the Multiplicity of Infection with Human Immunodeficiency Virus Type 1 Subtype C Reveals a Non-Poisson Distribution of Transmitted Variants

ABSTRACT Identifying the specific genetic characteristics of successfully transmitted variants may prove central to the development of effective vaccine and microbicide interventions. Although human immunodeficiency virus transmission is associated with a population bottleneck, the extent to which different factors influence the diversity of transmitted viruses is unclear. We estimate here the number of transmitted variants in 69 heterosexual men and women with primary subtype C infections. From 1,505 env sequences obtained using a single genome amplification approach we show that 78% of infections involved single variant transmission and 22% involved multiple variant transmissions (median of 3). We found evidence for mutations selected for cytotoxic-T-lymphocyte or antibody escape and a high prevalence of recombination in individuals infected with multiple variants representing another potential escape pathway in these individuals. In a combined analysis of 171 subtype B and C transmission events, we found that infection with more than one variant does not follow a Poisson distribution, indicating that transmission of individual virions cannot be seen as independent events, each occurring with low probability. While most transmissions resulted from a single infectious unit, multiple variant transmissions represent a significant fraction of transmission events, suggesting that there may be important mechanistic differences between these groups that are not yet understood.

[1]  Cynthia A. Derdeyn,et al.  Inflammatory Genital Infections Mitigate a Severe Genetic Bottleneck in Heterosexual Transmission of Subtype A and C HIV-1 , 2009, PLoS pathogens.

[2]  Charles Poole,et al.  Rethinking the heterosexual infectivity of HIV-1: a systematic review and meta-analysis. , 2008, The Lancet. Infectious diseases.

[3]  Ma Luo,et al.  Human Immunodeficiency Virus (HIV) Type 1 Proviral Hypermutation Correlates with CD4 Count in HIV-Infected Women from Kenya , 2008, Journal of Virology.

[4]  Hui Li,et al.  Identification and characterization of transmitted and early founder virus envelopes in primary HIV-1 infection , 2008, Proceedings of the National Academy of Sciences.

[5]  C. Gray,et al.  Establishing a Cohort at High Risk of HIV Infection in South Africa: Challenges and Experiences of the CAPRISA 002 Acute Infection Study , 2008, PloS one.

[6]  J. Margolick,et al.  HIV-1 variation before seroconversion in men who have sex with men: analysis of acute/early HIV infection in the multicenter AIDS cohort study. , 2008, The Journal of infectious diseases.

[7]  A. Haase,et al.  Genital Ulcers Facilitate Rapid Viral Entry and Dissemination following Intravaginal Inoculation with Cell-Associated Simian Immunodeficiency Virus SIVmac239 , 2008, Journal of Virology.

[8]  B. Korber,et al.  Deciphering Human Immunodeficiency Virus Type 1 Transmission and Early Envelope Diversification by Single-Genome Amplification and Sequencing , 2008, Journal of Virology.

[9]  P. Bieniasz,et al.  Tetherin inhibits retrovirus release and is antagonized by HIV-1 Vpu , 2008, Nature.

[10]  F. Kirchhoff,et al.  Semen-Derived Amyloid Fibrils Drastically Enhance HIV Infection , 2007, Cell.

[11]  A. Rambaut,et al.  BEAST: Bayesian evolutionary analysis by sampling trees , 2007, BMC Evolutionary Biology.

[12]  M. Nei,et al.  MEGA4: Molecular Evolutionary Genetics Analysis (MEGA) software version 4.0. , 2007, Molecular biology and evolution.

[13]  Stephen Moses,et al.  Male circumcision for HIV prevention in young men in Kisumu, Kenya: a randomised controlled trial , 2007, The Lancet.

[14]  Sergei L. Kosakovsky Pond,et al.  GARD: a genetic algorithm for recombination detection , 2006, Bioinform..

[15]  David Posada,et al.  Automated phylogenetic detection of recombination using a genetic algorithm. , 2006, Molecular biology and evolution.

[16]  S. Ho,et al.  Relaxed Phylogenetics and Dating with Confidence , 2006, PLoS biology.

[17]  M. Malim Natural Resistance to HIV Infection: the Vif-APOBEC Interaction , 2005, Retrovirology.

[18]  Emmanuel Lagarde,et al.  Randomized, Controlled Intervention Trial of Male Circumcision for Reduction of HIV Infection Risk: The ANRS 1265 Trial , 2005, PLoS medicine.

[19]  E. Murphy,et al.  Global epidemiology of HTLV-I infection and associated diseases , 2005, Oncogene.

[20]  Sergei L. Kosakovsky Pond,et al.  HyPhy: hypothesis testing using phylogenies , 2005, Bioinform..

[21]  David Posada,et al.  RDP2: recombination detection and analysis from sequence alignments , 2005, Bioinform..

[22]  John W. Mellors,et al.  Multiple, Linked Human Immunodeficiency Virus Type 1 Drug Resistance Mutations in Treatment-Experienced Patients Are Missed by Standard Genotype Analysis , 2005, Journal of Clinical Microbiology.

[23]  M. Nowak,et al.  Determinants of Human Immunodeficiency Virus Type 1 Escape from the Primary CD8+ Cytotoxic T Lymphocyte Response , 2004, The Journal of experimental medicine.

[24]  R. Swanstrom,et al.  Multiple V1/V2 env Variants Are Frequently Present during Primary Infection with Human Immunodeficiency Virus Type 1 , 2004, Journal of Virology.

[25]  C. Gray,et al.  Incidence of HIV-1 dual infection and its association with increased viral load set point in a cohort of HIV-1 subtype C-infected female sex workers. , 2004, The Journal of infectious diseases.

[26]  S. Buchbinder,et al.  Human Immunodeficiency Virus Type 1 (HIV-1) Diversity at Time of Infection Is Not Restricted to Certain Risk Groups or Specific HIV-1 Subtypes , 2004, Journal of Virology.

[27]  Christopher D Pilcher,et al.  Brief but efficient: acute HIV infection and the sexual transmission of HIV. , 2004, The Journal of infectious diseases.

[28]  Bette T. Korber,et al.  Envelope-Constrained Neutralization-Sensitive HIV-1 After Heterosexual Transmission , 2004, Science.

[29]  J. Baeten,et al.  Identification of modifiable factors that affect the genetic diversity of the transmitted HIV-1 population , 2004, AIDS.

[30]  Lawrence Corey,et al.  Dual HIV-1 infection associated with rapid disease progression , 2004, The Lancet.

[31]  Barbra A. Richardson,et al.  Infection with Multiple Human Immunodeficiency Virus Type 1 Variants Is Associated with Faster Disease Progression , 2003, Journal of Virology.

[32]  Michael P Busch,et al.  Dynamics of HIV viremia and antibody seroconversion in plasma donors: implications for diagnosis and staging of primary HIV infection , 2003, AIDS.

[33]  Alan S. Perelson,et al.  A Novel Antiviral Intervention Results in More Accurate Assessment of Human Immunodeficiency Virus Type 1 Replication Dynamics and T-Cell Decay In Vivo , 2003, Journal of Virology.

[34]  G. Bocharov,et al.  Recombination: Multiply infected spleen cells in HIV patients , 2002, Nature.

[35]  Steven Wolinsky,et al.  Route of Simian Immunodeficiency Virus Inoculation Determines the Complexity but Not the Identity of Viral Variant Populations That Infect Rhesus Macaques , 2001, Journal of Virology.

[36]  A S Perelson,et al.  Modeling plasma virus concentration during primary HIV infection. , 2000, Journal of theoretical biology.

[37]  J. Overbaugh,et al.  Gender differences in HIV-1 diversity at time of infection , 2000, Nature Medicine.

[38]  M. Thompson,et al.  Cofactors for the acquisition of HIV-1 among heterosexual men: prospective cohort study of trucking company workers in Kenya. , 1999, AIDS.

[39]  L. M. Mansky,et al.  Lower in vivo mutation rate of human immunodeficiency virus type 1 than that predicted from the fidelity of purified reverse transcriptase , 1995, Journal of virology.

[40]  G. Satten,et al.  Modelling the female-to-male per-act HIV transmission probability in an emerging epidemic in Asia. , 1994, Statistics in medicine.

[41]  G. Satten,et al.  Probability of female-to-male transmission of HIV-1 in Thailand , 1994, The Lancet.

[42]  D. Ho,et al.  Genotypic and phenotypic characterization of HIV-1 patients with primary infection. , 1993, Science.

[43]  J. Mullins,et al.  Efficient amplification of HIV half-genomes from tissue DNA. , 1992, Nucleic acids research.

[44]  J. Goudsmit,et al.  HIV-1 genomic RNA diversification following sexual and parenteral virus transmission. , 1992, Virology.

[45]  B. Korber,et al.  Selective transmission of human immunodeficiency virus type-1 variants from mothers to infants. , 1992, Science.

[46]  P Balfe,et al.  Analysis of sequence diversity in hypervariable regions of the external glycoprotein of human immunodeficiency virus type 1 , 1990 .

[47]  R. Brunham,et al.  FEMALE TO MALE TRANSMISSION OF HUMAN IMMUNODEFICIENCY VIRUS TYPE 1: RISK FACTORS FOR SEROCONVERSION IN MEN , 1989, The Lancet.