HIV-1 Transmitting Couples Have Similar Viral Load Set-Points in Rakai, Uganda

被引:81
作者
Hollingsworth, T. Deirdre [1 ]
Laeyendecker, Oliver [2 ,3 ]
Shirreff, George [1 ]
Donnelly, Christl A. [1 ]
Serwadda, David [4 ,5 ]
Wawer, Maria J. [5 ,6 ]
Kiwanuka, Noah [4 ,5 ]
Nalugoda, Fred [5 ]
Collinson-Streng, Aleisha [3 ]
Ssempijja, Victor [5 ]
Hanage, William P.
Quinn, Thomas C. [2 ,3 ]
Gray, Ronald H. [5 ,6 ]
Fraser, Christophe [1 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, MRC Ctr Outbreak Anal & Modelling, Dept Infect Dis Epidemiol, London, England
[2] Johns Hopkins Univ, Sch Med, Baltimore, MD USA
[3] NIAID, NIH, Baltimore, MD USA
[4] Makerere Univ, Sch Publ Hlth, Kampala, Uganda
[5] Rakai Hlth Sci Program, Entebbe, Uganda
[6] Johns Hopkins Univ, Bloomberg Sch Publ Hlth, Baltimore, MD USA
基金
英国医学研究理事会; 英国惠康基金;
关键词
IMMUNODEFICIENCY-VIRUS TYPE-1; DISEASE PROGRESSION; MAXIMUM-LIKELIHOOD; AIDS-PREVENTION; COMMUNITY TRIAL; SUBTYPE-A; INFECTION; PLASMA; RAXML; DETERMINANTS;
D O I
10.1371/journal.ppat.1000876
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
It has been hypothesized that HIV-1 viral load set-point is a surrogate measure of HIV-1 viral virulence, and that it may be subject to natural selection in the human host population. A key test of this hypothesis is whether viral load set-points are correlated between transmitting individuals and those acquiring infection. We retrospectively identified 112 heterosexual HIV-discordant couples enrolled in a cohort in Rakai, Uganda, in which HIV transmission was suspected and viral load set-point was established. In addition, sequence data was available to establish transmission by genetic linkage for 57 of these couples. Sex, age, viral subtype, index partner, and self-reported genital ulcer disease status (GUD) were known. Using ANOVA, we estimated the proportion of variance in viral load set-points which was explained by the similarity within couples (the 'couple effect'). Individuals with suspected intra-couple transmission (97 couples) had similar viral load set-points (p = 0.054 single factor model, p = 0.0057 adjusted) and the couple effect explained 16% of variance in viral loads (23% adjusted). The analysis was repeated for a subset of 29 couples with strong genetic support for transmission. The couple effect was the major determinant of viral load set-point (p = 0.067 single factor, and p = 0.036 adjusted) and the size of the effect was 27% (37% adjusted). Individuals within epidemiologically linked couples with genetic support for transmission had similar viral load set-points. The most parsimonious explanation is that this is due to shared characteristics of the transmitted virus, a finding which sheds light on both the role of viral factors in HIV-1 pathogenesis and on the evolution of the virus.
引用
收藏
页码:1 / 9
页数:9
相关论文
共 37 条
[21]   Effect of human immunodeficiency virus type 1 (HIV-1) subtype on disease progression in persons from Rakai, Uganda, with incident HIV-1 infection [J].
Kiwanuka, Noah ;
Laeyendecker, Oliver ;
Robb, Merlin ;
Kigozi, Godfrey ;
Arroyo, Miguel ;
McCutchan, Francine ;
Eller, Leigh Anne ;
Eller, Michael ;
Makumbi, Fred ;
Birx, Deborah ;
Wabwire-Mangen, Fred ;
Serwadda, David ;
Sewankambo, Nelson K. ;
Quinn, Thomas C. ;
Wawer, Maria ;
Gray, Ronald .
JOURNAL OF INFECTIOUS DISEASES, 2008, 197 (05) :707-713
[22]  
LEGENDRE L., 1983, NUMERICAL ECOLOGY
[23]   HIV evolution: CTL escape mutation and reversion after transmission [J].
Leslie, AJ ;
Pfafferott, KJ ;
Chetty, P ;
Draenert, R ;
Addo, MM ;
Feeney, M ;
Tang, Y ;
Holmes, EC ;
Allen, T ;
Prado, JG ;
Altfeld, M ;
Brander, C ;
Dixon, C ;
Ramduth, D ;
Jeena, P ;
Thomas, SA ;
St John, A ;
Roach, TA ;
Kupfer, B ;
Luzzi, G ;
Edwards, A ;
Taylor, G ;
Lyall, H ;
Tudor-Williams, G ;
Novelli, V ;
Martinez-Picado, J ;
Kiepiela, P ;
Walker, BD ;
Goulder, PJR .
NATURE MEDICINE, 2004, 10 (03) :282-289
[24]   Survival of HIV-infected treatment-naive individuals with documented dates of seroconversion in Rakai, Uganda [J].
Lutalo, Tom ;
Gray, Ronald H. ;
Wawer, Maria ;
Sewankambo, Nelson ;
Serwadda, David ;
Laeyendecker, Oliver ;
Kiwanuka, Noah ;
Nalugoda, Fred ;
Kigozi, Godfrey ;
Ndyanabo, Anthony ;
Bwanika, John Baptist ;
Reynolds, Steven J. ;
Quinn, Tom ;
Opendi, Pius .
AIDS, 2007, 21 :S15-S19
[25]   Prognosis in HIV-1 infection predicted by the quantity of virus in plasma [J].
Mellors, JW ;
Rinaldo, CR ;
Gupta, P ;
White, RM ;
Todd, JA ;
Kingsley, LA .
SCIENCE, 1996, 272 (5265) :1167-1170
[26]   Subtypes of human immunodeficiency virus type 1 and disease stage among women in Nairobi, Kenya [J].
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 .
JOURNAL OF VIROLOGY, 1999, 73 (05) :4393-4403
[27]   Human genes that limit AIDS [J].
O'Brien, SJ ;
Nelson, GW .
NATURE GENETICS, 2004, 36 (06) :565-574
[28]   jModelTest: Phylogenetic model averaging [J].
Posada, David .
MOLECULAR BIOLOGY AND EVOLUTION, 2008, 25 (07) :1253-1256
[29]   Impact of clade diversity on HIV-1 virulence, antiretroviral drug sensitivity and drug resistance [J].
Spira, S ;
Wainberg, MA ;
Loemba, H ;
Turner, D ;
Brenner, BG .
JOURNAL OF ANTIMICROBIAL CHEMOTHERAPY, 2003, 51 (02) :229-240
[30]   Exploring new search algorithms and hardware for phylogenetics: RAxML meets the IBM cell [J].
Stamatakis, A. ;
Blagojevic, F. ;
Nikolopoulos, D. S. ;
Antonopoulos, C. D. .
JOURNAL OF VLSI SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2007, 48 (03) :271-286